INDUCED MALIGNANT STEM CELLS

Abstract
PROBLEM
Description
TECHNICAL FIELD

The present invention relates to induced malignant stem cells. More particularly, the present invention relates to induced malignant stem cells capable of in vitro proliferation that have genomic or epigenetic aberrations involved in cancer and which express four genes, POU5F1 gene (also referred to as OCT3/4 gene), NANOG gene, SOX2 gene, and ZFP42 gene, as well as processes for production thereof, cancer cells derived from these malignant stem cells, and applications of these cells.


BACKGROUND ART

In recent years, research on creation of clone animals as well as on stem cells including embryonic stem cells (also called “ES cells” but hereinafter referred to as “embryonic stem cells”) has led to the postulation that epigenetics (DNA methylation and histone modification) is capable of reprogramming (also called “initializing” but hereinafter referred to as “reprogramming”). As a matter of fact, there is a report of experimental results showing that when the nucleus of a mouse melanoma cell which is a cancer cell was transplanted into an enucleated oocyte, the nucleus transplanted oocyte initiated embryogenesis, and the embryonic stem cell (also called “ES cell”) obtained from the embryo differentiating into such cells as melanocytes, lymphocytes, and fibroblasts (Non-Patent Document 1).


It has recently been reported that, by transduction of OCT3/4 gene (sometimes designated as “OCT3” gene, “OCT4” gene or “POU5F1” gene), SOX2 gene, KLF4 gene, and c-MYC gene (Patent Document 1) or by transduction of OCT3/4 gene, SOX2 gene, and KLF4 gene in the presence of a basic fibroblast growth factor (bFGF) (Non-Patent Document 2), induced pluripotent stem cells which are as undifferentiated as embryonic stem cells can be prepared from human somatic cells as the result of reprogramming (Patent Document 2). Human induced pluripotent stem cells (hereinafter also called “iPS cells”) are known to have two features, (1) pluripotency for differentiation into three germ layers which are capable of differentiating into all cells that form a body and (2) proliferating ability (self-renewal ability) by which the cells can be subjected to passage culture without limit in a culture dish under conditions for expansion culture of human embryonic stem cells while remaining undifferentiated state. It also has been reported that such human induced pluripotent stem cells are very similar to human embryonic stem cells in terms of morphology, gene expression, cell surface antigen, long-term proliferating ability (self-renewal ability), and teratoma (differentiation into three germ layers in vivo) forming ability (Non-Patent Documents 3 and 4), and that the genotypes of HLA are completely identical to those of somatic cells which are derived cells (Non-Patent Document 4). In connection with the method of preparing these cells, it is held that a differentiated somatic cell can be “reprogrammed” to an induced pluripotent stem cell (iPS cell) by simply transducing the aforementioned genes, (i.e., OCT3/4 gene, SOX2 gene, KLF4 gene, and c-MYC gene, or OCT3/4 gene, SOX2 gene, and KLF4 gene in the presence of bFGF).


It is generally understood that on account of a genomic and/or an epigenetic aberration that is related to cancer, gene expression abnormally increases or decreases or even disappears, thus generating the carcinogenesis of cells. It is therefore postulated that by using the above-described reprogramming technology, the cancer cell having various aberrations will be reprogrammed and returned to the normal cells, having lost its cancerous properties.


As a matter of fact, a report recently made at a meeting of the International Society for Stem Cell Research (ISSCR) states as follows: “When two kinds of chemical substance including a cancer-control agent (noncyclic retinoid and tolrestat) were added to cancer stem cells derived from a human hepatocyte line (HuH7-derived CD133 positive cells) on a culture dish, 85-90% of the cancer cells were returned to normal hepatocytes in 2 days. Upon further addition of two genes (SOX2 gene and KLF4 gene) and two chemical substances (5-AZAC and TSA), the hepatocytes became iPS cells which, by means of a protocol for differentiation into hepatocytes, could successfully be differentiated into hepatocytes (AFP or ALB positive cells.)” (Non-Patent Document 5). There are also a paper describing a successful reprogramming of mouse melanoma cells as cancer cells to induced pluripotent stem cells (Non-Patent Document 6), as well as a report disclosing that, as the result of reprogramming by transduction with OCT3/4 gene, SOX2 gene, KLF4 gene, and c-MYC gene, iPS cells having lost BCR-ABL tyrosine kinase dependency were prepared from a chronic bone marrow leukemia (CML) cell line having BCR-ABL tyrosine kinase activity as an etiology of carcinogenesis (Non-Patent Document 7). According to yet another report, when OCT3/4 gene, SOX2 gene, KLF4 gene, and c-MYC gene were transduced into a cancer cell line, it was reprogrammed to lose drug resistance and tumorigenicity but an extended culture caused canceration involving the activation of the exogenous c-MYC gene transduced into the cellular genome (Non-Patent Document 8).


However, the expression of self-renewal related genes (e.g. OCT3/4 gene, SOX2 gene, NANOG gene, and ZFP42 gene) was not fully induced and, instead, c-MYC gene, an etiology of carcinogenesis, was transduced into the cellular genome (Non-Patent Document 8). Thus, reprogramming therapy which involves application of genes or chemical substances to revert the cancer cell to the normal cell holds promise as a potential cancer treatment and is being studied by many researchers (Non-Patent Document 9).


The fact, however, is that even if the cancer cell can be reprogrammed to the normal cell, a clinically successful cancer treatment requires that cancer cells in the living body rather than on a culture dish be reprogrammed to the normal cell in a 100% efficiency. What is more, even an early-stage cancer which is generally detected by imaging test is considered to consist of as many as a hundred million cancer cells, which means that a hundred thousand cancer cells will survive even if the efficiency of reprogramming from cancer cells to the normal cell is 99.9%; it is therefore concluded that no method of cancer treatment can be described as being effective unless the efficiency of the above-described reprogramming is 100%.


The cancer cell lines used in conventional cancer research are those which are first established by culture for cell immortalization through forced expression of the E6, E7 and TERT genes of exogenous SV40 and HPV or by immortalization or canceration through transduction of oncogenes such as c-MYC gene and RAS gene into the cellular genome and are further cultured in common conventional media.


However, even in the absence of such gene transduction, the cancer cell lines established in common conventional media significantly generate in vitro artifact aberrations during extended culture, including chromosomal aberrations (e.g. dislocation and deletion), genomic aberrations (genetic mutations), and epigenetic aberrations which might lead to abnormal gene expression (Non-Patent Document 10). This gives rise to a problem that it is difficult to retain the aberrations such as mutations that occurred in cancer cells which were inherent causes of carcinogenesis or malignant transformation in vivo as such within the cells while minimizing the in vitro artifact aberrations. Strictly, these cell lines are not the cells themselves established and maintained by culture that permits self-renewal in vitro.


In cancer therapy research and the research for cancer-related drug discovery, even if the genomic or epigenetic aberrations in the cancer cell lines established by extended culture in such conventional media are analyzed, it is extremely difficult or even impossible to determine whether those aberrations were inherent in mammalian cancer cells as an etiology of carcinogenesis or malignant transformation, or in vitro artifact aberrations that occurred during culture and, hence, it is difficult to unravel an appropriate etiology of carcinogenesis or malignant transformation on the basis of the results of those analyses. It has been inappropriate to use such cells to search for a target in the discovery of a cancer therapeutic drug, screen for a candidate for cancer therapeutic drug, and the like.


A further problem is that despite the fact that cancer stem cells are highlighted as an important target in drug discovery, the cancer cells that are contained in a fresh cancer tissue make up a hierarchical and heterogeneous cell population and it is not easy to identify which cancer cells are cancer stem cells. Recently, there was reported a study for identifying cancer stem cells from a cancer cell line or primary cultured cancer cells (Non-Patent Document 11) but there is no report of successful in vitro proliferation and extended culture of monoclonal cancer cells, nor has been reported any technology by which they can be proliferated and subjected to in vitro expansion culture until their number reaches the necessary level for application in drug discovery and for use in cancer research.


As noted hereinbefore, the cells contained in a cancer tissue to be examined as a clinical specimen form a heterogeneous cell population which is a mixture of a variety of normal cells, non-cancer cells, and cancer cells. Similarly, the cancer cells contained in a cancer tissue are hierarchical and do not form a clonal cell population (Non-Patent Document 12). Multi-level omics analysis that can provide a huge volume of analytical data, as typified by a next-generation sequencer, is one of the techniques that are recently considered to be most attractive in the art. However, when a heterogeneous cancer tissue which is hierarchical and is not clonal is analyzed, data for the average genome of the cancer cell populations involved or the genome of the most abundant cancer cell population will be presented as a result but the problem is that it cannot be positively determined whether the result originates from the cancer cells in the cancer tissue that are an etiology of malignant transformations (development and metastasis).


In recent years, it has become possible to perform genomic analysis on a single cell and even cancer cells that are found in only small numbers can now be profiled (Non-Patent Document 13). If a plurality of single cells can be analyzed from the same cancer tissue, even a subpopulation comprising minor proportions of clones that indicate the development, metastasis and drug resistance of cancer can be monitored and detected (Non-Patent Document 14). In other words, among the somatic mutations accumulated by cancer cells, driver mutations (somatic mutations that are critical to carcinogenesis and malignant transformation) which are not passenger mutations (secondary mutations) can be explored effectively.


However, as of today, no cells have been established that correspond to the results of analyses and which are amenable to expansion culture and it has been impossible to perform functional analysis, XENOGRAFT modeling, and target/compound screening in drug discovery using the available cell lines.


CITATION LIST
Patent Literatures



  • Patent Document 1: Japanese Patent Public Disclosure No. 2008-283972 A (JP2008283972A)

  • Patent Document 2: Japanese Patent Public Disclosure No. 2008-307007 A (JP2008307007A)



Non-Patent Literatures



  • Non-Patent Document 1: Hochedlinger K, Jaenisch R et al., Genes Dev., 2004, 18:1875-1885

  • Non-Patent Document 2: Nakagawa M, Yamanaka S et al., Nat. Biotechnol., 2008:26, 101-106

  • Non-Patent Document 3: Takahashi K, Yamanaka S et al., Cell, 2007, 131:861-872

  • Non-Patent Document 4: Masaki H, Ishikawa T et al., Stem Cell Res., 2008, 1:105-115

  • Non-Patent Document 5: International Society for Stem Cell Research, 2009, Abstract Number 1739 (page 285)

  • Non-Patent Document 6: Utikal J et al., J Cell Sci., 2009, 122(Pt 19):3502-3510

  • Non-Patent Document 7: Carette J E et al., Blood, 2010, 115:4039-4042

  • Non-Patent Document 8: Nagai K et al., Biochem Biophys Res Commun., 2010, 395:258-263

  • Non-Patent Document 9: Miyoshi et al., Proc Natl Acad Sci USA. 2010, 107:40-5

  • Non-Patent Document 10: Gisselsson D., et al., Exp Cell Res 2010, 316: 3379-3386

  • Non-Patent Document 11: Visvader J E, Lindeman G J, Nat Rev Cancer., 2008, 8:755-768

  • Non-Patent Document 12: Stephens P. J., et al., Cell 2011, 144: 27-40

  • Non-Patent Document 13: Navin N. and Hicks J., Genome Med 2011, 3:31

  • Non-Patent Document 14: Navin N., Nature 2011, 472:90-94



SUMMARY OF INVENTION
Technical Problem

An object of the present invention is to develop a technique by which cells can be subjected to expansion culture irrespective of which marker is used and without involving transplanting into an immunodeficient mouse. Another object of the present invention is to establish clonal induced malignant stem cells as derived from a human cancer tissue or non-cancer tissue (clinical specimen) that have medical information.


Once a plurality of clonal cancer cell populations are obtained from the same cancer tissue, they can be subjected to a great variety of analyses by a next-generation sequencer that have been impossible to perform on single cells on account of their quantitative limits, such as multi-level omics analyses including genomic analysis (for target sequences such as a whole genome, exosome, and quinome), genome-wide DNA methylation analysis, comprehensive expression analysis (mRNA and miRNA), comprehensive protein expression analysis, comprehensive sugar-chain analysis, and metabolome analysis, as well as copy number variation (CNV) by array-based comparative genomic hybridization (array CGH), and microsatellite instability test.


It is also expected that, analysis of a plurality of clonal cancer cell populations will be clue to elucidate etiology, as well as the mechanism of development and the driver mutations of tumors composed of the originating hierarchical and multi-clonal heterogeneous cells. Such a plurality of single-cell derived, monoclonal cancer cell populations obtained from the same cancer tissue can be subjected to further analyses of cell functions, xenograft modeling, and target/compound screening in drug discovery. If, in the future, such clonal induced malignant stem cells are established from donor tissues of different races, sexes, ages and cancer species are collected as database to make a bank, they may be integrated with the clinical records, pathological information, and epidemiological data about the donors to enable the construction of a biobank of induced malignant stem cells that has medical information as well as information on multi-level omics analyses, and the bank is expected to be used in the development of innovative cancer therapeutic drugs.


A first object, therefore, of the present invention is to provide an induced malignant stem cell capable of in vitro proliferation that has a genomic or epigenetic aberration related to cancer and which can be used in various applications including screening for a target in the discovery of a cancer therapeutic drug, a candidate for cancer therapeutic drug, a cancer diagnostic drug, etc. as well as preparing cancer vaccines, and cancer model animals.


A second object of the present invention is to provide a process for producing an induced malignant stem cell capable of in vitro proliferation that has a genomic or epigenetic aberration related to cancer.


A third object of the present invention is to provide a method of screening, such as screening for a target in the discovery of a cancer therapeutic drug, screening for a candidate for cancer therapeutic drug, screening for a cancer diagnostic drug, etc., which uses the above-mentioned induced malignant stem cell capable of in vitro proliferation.


A fourth object of the present invention is to provide a process for producing a cancer vaccine, which uses the above-mentioned induced malignant stem cell capable of in vitro proliferation.


A fifth object of the present invention is to provide a process for producing a cancer model animal, which comprises transplanting the above-mentioned induced malignant stem cell capable of in vitro proliferation into a laboratory animal.


Solution to Problem

To be more specific, the present invention provides in its first aspect an induced malignant stem cell capable of in vitro proliferation that is characterized by satisfying the following two requirements:


(1) having at least one aberration selected from among (a) an aberration of methylation (high or low degree of methylation) in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA, (b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA, (c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene, (d) abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA, (e) abnormal expression of an endogenous cancer-related protein, (f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism), (g) an aberration of endogenous cancer-related sugar chain, (h) an aberration of copy number variations in endogenous genomic DNA, and (i) instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell; and


(2) expressing genes including POU5F1 gene, NANOG gene, SOX2 gene, and ZFP42 gene.


In its second aspect, the present invention provides a process for producing an induced malignant stem cell capable of in vitro proliferation from a non-embryonic starter somatic cell taken from a cancer tissue in a mammal having a genomic or epigenetic aberration related to cancer. This process is characterized in that either one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene, or one to six RNAs selected from among POU5F1 RNA, SOX2 RNA, c-Myc RNA, KLF4 RNA, LIN28 RNA, and NANOG RNA, or one to six proteins selected from among POU5F1 protein, SOX2 protein, c-Myc protein, KLF4 protein, LIN28 protein, and NANOG protein are transferred into a starter somatic cell prepared from a fresh cancer tissue or a non-cancer tissue taken from a carcinogenic mammal. When the cell is described as being “non-embryonic”, it shall be construed as being neither an embryonic stem cell nor an embryo nor a germ cell nor a primordial germ cell.


In the method described above, the fresh cancer tissue is one of a solid cancer or one of a carcinoma, and the starter somatic cell is characterized by being prepared from a fresh cancer tissue selected from stomach cancer, colon cancer, breast cancer, kidney cancer, lung cancer, and liver cancer.


In its third aspect, the present invention provides a screening method selected from a method of screening for a target in the discovery of a cancer therapeutic drug, a method of screening for a cancer therapeutic drug (candidate), and a method of screening for a cancer diagnostic drug (candidate), which is characterized by using the induced malignant stem cell of the present invention.


In its fourth aspect, the present invention provides a process for preparing a cancer vaccine, which is characterized by using the induced malignant stem cell of the invention. In its fifth aspect, the present invention provides a process for preparing a cancer model animal, which is characterized by transplanting the induced malignant stem cell of the invention into a laboratory animal.


Advantageous Effects of Invention

According to the present invention, there is provided an induced malignant stem cell capable of in vitro proliferation that is characterized by (1) having a genomic or epigenetic aberration related to cancer such as (a) an aberration of methylation (high or low degree of methylation) in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA, (b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA, (c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene, (d) abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA, (e) abnormal expression of an endogenous cancer-related protein, (f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism), (g) an aberration of endogenous cancer-related sugar chain, (h) an aberration of copy number variations in endogenous genomic DNA, or (i) instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell, and (2) expressing a self-renewal related gene such as POU5F1 gene (also referred to as OCT3/4 gene), NANOG gene, SOX2 gene, or ZFP42 gene, as well as processes for production thereof, and applications of these cells.





BRIEF DESCRIPTION OF DRAWINGS


FIG. 1 is a set of diagrams showing the occurrence of instability of endogenous genomic DNA microsatellites in induced malignant stem cells.



FIG. 2 is a graph showing the results of primary components analysis of metabolites from induced malignant stem cells.



FIG. 3 is a set of charts showing the results of analyses of cancer-related sugar chains in induced malignant stem cells.



FIG. 4 is a set of diagrams showing that induced malignant stem cells express ES cell specific genes at comparable levels to induced pluripotent stem cells.





The induced malignant stem cells of the present invention not only maintain the aberrations inherent in the starter somatic cell such as (1)(a) to (1)(i) but they also have a distinct feature of stem cells, i.e., being capable of proliferation. Hence, the induced malignant stem cells of the present invention can be subjected to passage culture for an extended period so that they are easily induced to cancer cells having the nature of differentiated cells; thus, they are extremely useful in medical research, such as integrative omics analyses (such as analyses of epigenome, genome, transcriptome, proteome, glycome, and metabolome), analyses in molecular cell biology, in screening method, such as screenings in drug discovery (such as compound screening, target screening (siRNA, antisense DNA/RNA, or cDNA screening)), in methods of screening such as a method of screening for cancer diagnostic drugs, in methods of preparing cancer vaccines and cancer model animals as well as cancer therapy research and the research for cancer-related drug discovery.


DESCRIPTION OF EMBODIMENTS

A currently established concept in the art is that just like somatic cells which are reprogrammed to induced pluripotent stem cells, cancer cells can be reverted to normal cells through reprogramming


The present inventor challenged this concept, considering as follows: since a fresh cancer tissue and a primary cultured cancer cell population are generally both heterogeneous, and so cells obtained from the cancer tissue or primary cultured cancer cell population are likely to include normal cells or non-cancer cells having genomes or epigenetics either identical or approximate to the normal cells; based on this observation, the present inventor provided a hypothesis that cancer cells would not be reprogrammed to normal cells but that the normal cells contained in the fresh cancer tissue and the primary cultured cancer cell population would be induced to normal induced pluripotent stem cells whereas from the cancer cells that are present in the fresh cancer tissue and the primary cultured cancer cell population and which have genomic or epigenetic aberrations related to cancer and other aberrations, there would be induced malignant stem cells having the genomic or epigenetic aberrations related to cancer and other aberrations.


If this hypothesis is correct, it is expected that induced malignant stem cells capable of in vitro proliferation can be prepared by making use of techniques for making induced pluripotent stem cells where POUF5F1 gene, SOX2 gene, KLF4 gene, and c-MYC gene are transduced or POU5F1 gene, SOX2 gene, and KLF4 gene are transduced, and furthermore, by proliferating the resulting induced malignant stem cells in vitro, the induced malignant stem cells capable of in vitro prolieration that maintain the genomic or epigenetic characteristics of malignancy of cancer used as the starter somatic cell can be caused to proliferate without limit under culture conditions.


On the basis of this hypothesis, the present inventor made an intensive study and found that by using a starter somatic cell having a genomic or epigenetic aberration related to cancer and then by causing at least one self-renewal related gene selected from among POU5F1 gene, KLF4 gene, SOX2 gene, c-MYC gene, LIN28 gene, NANOG gene, etc. or a protein as the translation product of any of such genes to be present in said starter somatic cell, there could be obtained an induced malignant stem cell capable of in vitro proliferation.


Thus, the present inventor discovered the induced malignant stem cells of the present invention which are characterized in that the malignancy of cancer as the starter somatic cell, namely, the genomic or epigenetic aberration related to cancer that is inherent in the starter somatic cell is maintained in vivo and that they are also capable of proliferation and amenable to extended passage culture; the present inventors also found that these cells could be applied to drug discovery in vitro or used in cancer research. The present invention has been accomplished on the basis of these findings.


On the pages that follow, the induced malignant stem cells of the present invention, the process for producing them, the cancer cells derived from these cells, and the applications of these cells are described in detail.


Induced Malignant Stem Cells


The induced malignant stem cell that is provided in the first aspect of the present invention is an induced malignant stem cell capable of in vitro proliferation which is characterized by satisfying the following two requirements:


(1) having at least one aberration selected from among (a) an aberration of methylation (high or low degree of methylation) in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA, (b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA, (c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene, (d) abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA, (e) abnormal expression of an endogenous cancer-related protein, (f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism), (g) an aberration of endogenous cancer-related sugar chain, (h) an aberration of copy number variations in endogenous genomic DNA, and (i) instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell; and


(2) expressing genes including POU5F1 gene, NANOG gene, SOX2 gene, and ZFP42 gene.


The “induced malignant stem cells” as referred to in the present invention means cancer cells that have a function as stem cells (which is substantially at least proliferating ability or self-renewal ability). The term “stem cells” as generally used in the technical field contemplated by the present invention refers to cells having both the ability to differentiate into a specific cell (i.e., differentiating ability) and the ability to maintain the same property as the original cell (differentiating ability) even after cell divisions (i.e., self-renewal ability). The term “self-renewal ability” specifically refers to the ability to create the same cell after division, and in the case of the induced malignant stem cell of the present invention, it means that the cell can be subjected to expansion culture or passage culture for at least 3 days.


Genomic or Epigenetic Aberration Related to Cancer in the Induced Malignant Stem Cell


The induced malignant stem cell of the present invention is characterized by having a genomic or epigenetic aberration related to cancer. Specifically, the induced malignant stem cell of the present invention is characterized by having at least one aberration selected from among (a) an aberration of methylation (high or low degree of methylation) in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA, (b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA, (c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene, (d) abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA, (e) abnormal expression of an endogenous cancer-related protein, (f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism), (g) an aberration of endogenous cancer-related sugar chain, (h) an aberration of copy number variations in endogenous genomic DNA, and (i) instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell. In addition, the induced malignant stem cell of the present invention which is capable of in vitro proliferation may have a metabolomic aberration compared to induced pluripotent stem cells (such as showing an enhancement in the glycolysis system as compared with induced pluripotent stem cells) or a karyotypic or chromosomal aberration compared to induced pluripotent stem cells. These aberrations are identical to the aberrations inherent in the starter somatic cell from which the induced malignant stem cell of the present invention originate; in other words, the aberrations inherent in the starter somatic cell have been passed on to the induced malignant stem cell of the present invention.


In the present invention, the induced malignant stem cell capable of in vitro proliferation may have (1)(a) an aberration of methylation in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA. Examples of the tumor suppressor gene or cancer-related genetic region in endogenous genomic DNA that might cause such an aberration of methylation and exemplary sites where such methylation is likely to occur include an aberration of methylation at the 5 position of cytosine base (C) in CpGs located between the genome start point and the genome terminal point of the genomic DNAs (GeneSymbol_NO.) listed in the following table:









TABLE 1







Tumor suppressor genes or cancer-related genetic regions that


might cause an aberration of methylation (condition (1) (a))












Chro-


genome
length
No.


mo-
GeneSymbol
genome
terminal
of
of


some
No.
start point
point
Genome
CpG















1
ABL2
177465262
177465849
587
68


1
AF1Q
149298304
149298628
324
19


1
ALU_cons
159390719
159391402
683
26


1
ALU_M1
151803096
151804508
1412
23


1
ARNT
149115560
149115763
203
15


1
BCL9
145181137
145181448
311
31


1
CD34_01
206150852
206151248
396
33


1
CR2_01
205694281
205694660
379
34


1
EPS15_01
51757105
51757518
413
47


1
FH
239748987
239749478
491
47


1
HRPT2_001
191357448
191357799
351
45


1
MUC1_001
153429956
153430351
395
23


1
MUTYH
45578118
45578622
504
57


1
MYCL1
40140552
40140860
308
25


1
NTRK_02
155095323
155095679
356
24


1
NTRK1_001
155097132
155097659
527
46


1
PAX7_001
18829422
18829659
237
15


1
PAX7_002
18830507
18830936
429
38


1
PBX1_001
162812066
162812615
549
51


1
PDE4DIP
143751199
143751586
387
32


1
PLOD_01
11917237
11917716
479
40


1
PMX1
168900324
168900826
502
36


1
PRCC_01
155004541
155004781
240
13


1
PRDM16_001
2975298
2975662
364
29


1
RBM15_001
110682735
110683276
541
35


1
rhoC_01
113051149
113051563
414
41


1
RUNX3_01_01
25130851
25131313
462
36


1
RUNX3_02_01
25129323
25129742
419
37


1
SATalpha
121151051
121151958
907
22


1
SDHB
17252913
17253355
442
33


1
SDHC_01
159550943
159551171
228
15


1
SDHC_02
159550688
159550946
258
16


1
SFPQ_001
35430695
35431047
352
35


1
SIL_001
47552254
47552599
345
33


1
STL_01
112963027
112963505
478
30


1
STL_02
112963759
112964145
386
33


1
TAF15
28842061
28842518
457
39


1
TAL1
47463678
47464167
489
66


1
THRAP3_001
36462320
36462698
378
39


1
TPM3_001
152422158
152422410
252
19


1
TPR_001
184610787
184611141
354
35


1
TRIM33_001
114855575
114855910
335
24


2
ALK
29997217
29997654
437
29


2
ALU_M5
201833637
201834637
1000
24


2
ATIC
215884932
215885516
584
51


2
BCL11A_001
60634369
60634750
381
32


2
CCT4_01
61968924
61969309
385
38


2
CMKOR1_001
237141716
237142026
310
21


2
COX7A2L_01
42441636
42441989
353
27


2
DBI_1_01
119840575
119840964
389
31


2
ERCC3
127767790
127768382
592
51


2
FEV
219557998
219558487
489
55


2
HOXD11_001
176679790
176680265
475
47


2
HOXD13_001
176665504
176665745
241
22


2
MSH2
47483700
47484020
320
34


2
MSH6_01
47863130
47863577
447
37


2
MYCN_01
15999936
16000536
600
74


2
MYCN_02
15998311
15998682
371
23


2
NEDD5_1_01
241903199
241903499
300
38


2
NEDD5_2_01
241903907
241904446
539
65


2
PAX3_001
222871383
222871886
503
38


2
PAX8_01
113751340
113751782
442
39


2
PAX8_02
113751758
113752141
383
31


2
PAX8_03
113751013
113751358
345
21


2
PMS1_01
190356952
190357548
596
66


2
PMS1_02
190357523
190357814
291
25


2
REL_001
60961862
60962359
497
56


3
AF3p21
48697853
48698277
424
41


3
APOD_01
196827214
196827678
464
36


3
BCL5_001
188937964
188938293
329
19


3
BCL6
188944627
188944968
341
18


3
CTNNB1
41215651
41216173
522
58


3
ECT2_2_01
173951176
173951692
516
33


3
EIF4A2
187984488
187984899
411
37


3
EVI1
170346825
170347202
377
31


3
FANCD2
10042822
10043297
475
41


3
GMPS
157071533
157072104
571
60


3
MDS1_001
170862884
170863415
531
54


3
MLF1_001
159771428
159771821
393
32


3
MLH1_001
37009285
37009728
443
39


3
MRPL3_01
132704180
132704683
503
39


3
PIK3CA_001
180349337
180349623
286
30


3
PPARG
12304698
12305108
410
53


3
RAR_beta_01
25444793
25445114
321
15


3
RASSF1
50352936
50353401
465
52


3
RPN1_001
129851885
129852431
546
52


3
TFG_001
101910877
101911384
507
56


3
TFRC_001
197293205
197293682
477
47


3
VHL_001
10158220
10158764
544
69


3
ZNF9_001
130385378
130385695
317
41


4
ARHH_01
39734501
39735101
600
81


4
ARHH_02
39734502
39735102
600
81


4
CCNA2_01
122964129
122964654
525
50


4
CD38_01
15389339
15389561
222
22


4
CHIC2_001
54625371
54625921
550
65


4
FBXW7_001
153675457
153675857
400
27


4
FGFR3_001
1765563
1766100
537
52


4
FIP1L1
53938235
53938640
405
30


4
KIT_001
55218601
55219070
469
54


4
MLLT2
88147105
88147579
474
54


4
NMU_01
56196612
56197197
585
49


4
PDGFRA
54789115
54789455
340
23


4
PHOX2B_001
41444001
41444391
390
30


4
RAP1GDS1_001
99401375
99401820
445
56


4
TEC
47966387
47966780
393
42


5
AF5q31
132327102
132327594
492
49


5
APC
112224722
112225026
304
26


5
ATP6V0E_01
172343262
172343800
538
45


5
CCNB1_01
68498405
68499005
600
44


5
CCNH_1_01
86743924
86744401
477
28


5
CCNH_2_01
86744377
86744807
430
35


5
F2R_001
76047137
76047535
398
28


5
FACL6
131374976
131375381
405
46


5
FLT4
180009095
180009474
379
53


5
GNB2L1_01
180602827
180603383
556
37


5
GRAF
142130593
142130977
384
37


5
hB23_1_01
170747765
170748284
519
43


5
hB23_2_01
170747765
170748284
519
43


5
HDAC3_01
140996361
140996781
420
36


5
KCNMB1_01
169748654
169748935
281
8


5
NPM1
170747765
170748284
519
43


5
NSD1
176492070
176492590
520
51


5
NSD1
176492070
176492590
520
51


5
OXCT_01
41906021
41906603
582
50


5
RANBP17_001
170221621
170222169
548
61


5
TLX3_001
170669340
170669753
413
38


5
U2AF1RS1_001
112255229
112255506
277
6


6
C2_1_01
31977367
31977872
505
57


6
CCNC_01
100122997
100123403
406
34


6
CCND3_001
42016614
42017089
475
34


6
DEK_001
18372723
18373251
528
65


6
ERalpha_02
152170751
152171138
387
34


6
ESR1_01_01
152170469
152170794
325
27


6
FANCE
35527814
35528258
444
42


6
FGFR1OP_01
167331449
167331820
371
39


6
FGFR1OP_02
167331449
167331821
372
39


6
FOXO3A_01
108988490
108988869
379
48


6
FOXO3A_02
108988061
108988515
454
38


6
GOPC_001
118030207
118030715
508
40


6
HIST1H4I
27215048
27215399
351
32


6
HMGA1_001
34312298
34312861
563
51


6
HSPCB_001
44322980
44323329
349
25


6
IGF2R_001
160310331
160310780
449
59


6
IGF2R_002
160346693
160347065
372
29


6
IGF2R_003
160431853
160432481
628
45


6
IRF4_001
336391
336863
472
48


6
MLLT4
167971238
167971475
237
18


6
Notch4_01
32271333
32271746
413
41


6
PIM1_01
37246325
37246801
476
47


6
PIM1_02
37246775
37247064
289
18


6
PLAGL1_001
144371140
144371644
504
47


6
PRDM1_01
106640781
106641136
355
32


6
SFRS3_001
36669855
36670055
200
22


6
SLC22A1_001
160474825
160475241
416
23


6
SLC22A2_001
160599289
160599657
368
22


6
SLC22A3_001
160688805
160689077
272
20


6
SLC22A3_002
160703745
160704226
481
33


6
TFEB_001
41810490
41811016
526
54


7
ASB4_001
94995075
94995493
418
22


7
BRAF
140270275
140270618
343
16


7
CAS1_001
93977337
93977656
319
34


7
CBL
107171268
107171726
458
34


7
CDK6_001
92300956
92301485
529
42


7
COPG2_001
130004373
130004597
224
14


7
DNCI1_001
95239821
95240171
350
40


7
EGFR
55053588
55053949
361
20


7
ELN_01
73080258
73080525
267
20


7
ETV1_001
13995856
13996164
308
19


7
GRB10_001
50817597
50818104
507
64


7
HIP1
75205858
75206444
586
55


7
HLXB9_001
156496339
156496819
480
41


7
HOXA1_AB01
27101762
27102043
281
18


7
HOXA1_SQ05
27109677
27110061
384
24


7
HOXA10_AB01
27180431
27180694
263
23


7
HOXA10_SQ02
27180440
27180963
523
40


7
HOXA11_AB01
27191976
27192283
307
17


7
HOXA11_SQ01
27191540
27192000
460
28


7
HOXA13_SQ01
27205189
27205499
310
20


7
HOXA13_SQ03
27205751
27206281
530
72


7
HOXA3_AB01
27116719
27117005
286
26


7
HOXA3_SQ01
27116526
27117002
476
45


7
HOXA4_AB01
27136693
27136896
203
17


7
HOXA4_SQ02
27136272
27136715
443
55


7
HOXA5_AB01
27149932
27150276
344
30


7
HOXA5_SQ03
27149843
27150375
532
39


7
HOXA6_AB01
27153596
27153836
240
18


7
HOXA7_AB01
27162508
27162921
413
31


7
HOXA7_SQ03
27162898
27163116
218
23


7
HOXA9_AB01
27171578
27171938
360
26


7
HOXA9_SQ03
27171098
27171594
496
48


7
JAZF1_001
28186641
28187157
516
47


7
MEST_001
129913454
129913912
458
35


7
MESTIT1_001
129918328
129918858
530
34


7
MET_001
116099294
116099611
317
40


7
PDK4_001
95063383
95063843
460
39


7
PEG10_001
94131513
94131935
422
23


7
PIK3CG_01
106295442
106295890
448
36


7
PMS2
6014874
6015442
568
43


7
PON1_001
94791654
94792056
402
20


7
PON2_001
94901962
94902368
406
41


7
PON3_001
94863460
94863887
427
43


7
PTPRN2_2_01
1581073675
158074048
373
34


7
SBDS_001
66097520
66098025
505
46


7
SGCE_001
94123033
94123358
325
22


7
SMO
128616273
128616798
525
47


7
TIF1_001
137795321
137795843
522
59


8
AL080059_1_01
98359116
98359534
418
57


8
AL080059_2_01
98358787
98359140
353
35


8
CA3_01
86537987
86538472
485
33


8
CBFA2T1_01
93184596
93185070
474
54


8
CBFA2T1_02
93184184
93184618
434
55


8
COX6C_001
100974721
100974933
212
19


8
MYC
128819501
128820026
525
40


8
NBS1_001
91065688
91066174
486
54


8
NCOA2_01
71478600
71479056
456
28


8
NCOA2_02
71479039
71479412
373
26


8
PCM1
17824948
17825351
403
33


8
PLAG1_001
57286077
57286414
337
26


8
RECQL4
145713246
14573583
337
23


8
TCEA1_001
55097189
55097737
548
59


8
WHSC1L1_001
38359472
38360010
538
54


9
ABL1
132577525
132577958
433
34


9
CDKN2A_01_02
21964963
21965374
411
26


9
CDKN2A_02_01
21984999
21985288
289
27


9
CDKN2A_p14ARF
21985592
21986033
441
39


9
CKS2_2_01
91115463
91115793
330
28


9
CKS2_3_01
91115773
91116340
567
62


9
COL5A1_01
136673725
136674245
520
68


9
FANCC_01
97119241
97119819
578
61


9
FANCC_02
97119240
97119819
579
61


9
FANCG_001
35069478
35070016
538
41


9
FNBP1_001
131845061
131845514
453
61


9
JAK2_001
4974748
4975284
536
56


9
MLLT3
20610652
20611134
482
37


9
NOTCH_001
138560542
138560790
248
23


9
NR4A3
101624591
101625034
443
26


9
NUP214
132990566
132991025
459
42


9
p16_01
21964963
21965171
208
13


9
PAX5_001
37024038
37024514
476
36


9
PAX6_01
37027794
37028366
572
45


9
PAX6_02
37026880
37027346
466
27


9
PAX6_03
37024512
37024773
261
21


9
PSIP2
15500124
15500613
489
52


9
PSIP2_001
15500616
15501143
527
64


9
PTCH_01
97308581
97308982
401
39


9
PTCH_02
97308959
97309439
480
24


9
PTCH_03
97309851
97310140
289
12


9
SET_001
130490719
130490890
171
8


9
SYK_001
92603461
92603893
432
37


9
TAL2
107458199
107458779
580
67


9
TSC1_001
134809948
134810385
437
39


10
BMPR1A_02
88506944
88507236
292
22


10
COPEB_001
3816825
3817186
361
39


10
D10S170_01
61335497
61335783
286
14


10
D10S171_02
61336400
61336698
298
27


10
FGFR2
123347301
123347592
291
33


10
FRAT1_001
99070069
99070493
424
23


10
GDI2_01
5895432
5896023
591
66


10
MGMT_01_03
131155099
131155394
295
38


10
MKI67_01
129813761
129814000
239
14


10
MLLT10
21862747
21863293
546
60


10
mpp5_01
57790897
57791267
370
30


10
MYST4_01
76256270
76256743
473
43


10
MYST4_02
76255917
76256358
441
23


10
NCOA4_001
51242282
51242680
398
35


10
NFKB2_001
104143617
104144117
500
40


10
NFKB2_002
104144801
104145274
473
23


10
NFKB2_003
104145185
104145668
483
30


10
NFKB2_004
104144093
104144445
352
29


10
NFKB2_005
104114383
104144828
445
33


10
PTEN_02
89613072
89613626
554
65


10
RAI17_001
80591728
80592105
377
12


10
RET_001
42891820
42892158
338
20


10
SSH3BP1
27189110
27189610
500
40


10
SUFU
104253634
104254215
581
58


10
TLX1_001
102881084
102881395
311
22


11
ARHGEF12
119712481
119712891
410
49


11
ASCL2_001
2247867
2248329
462
59


11
ATM_001
107598808
107599243
435
38


11
BC050616_001
2377913
2378292
379
33


11
CARS_001
3035200
3035521
321
31


11
CARS_001
3034784
3035181
397
31


11
CCND1_01
69160261
69160818
557
54


11
CCND1_02
69160263
69160817
554
54


11
CCND1_1_01
69160261
69160817
556
54


11
CCND1_2_01
69162041
69162617
576
56


11
CCND1_3_01
69164429
69164933
504
34


11
CD44_01
35117193
35117609
416
34


11
CD59_01
33713926
33714365
434
36


11
CD81_001
2354853
2355382
529
76


11
CD81_002
2363131
2363578
447
34


11
CD81_003
2374118
2374563
445
27


11
CDKN1C_001
2861490
2861724
234
15


11
CDKN1C_002
2863931
2864321
390
39


11
CRY2_01
45825594
45826171
577
52


11
DDB2
47193104
47193534
430
24


11
DDX10_001
108040712
108041221
509
38


11
DDX6_001
118166720
118167251
531
60


11
EXT2
44073738
44074158
420
54


11
FANCF_01
22603534
22603929
395
34


11
FANCF_02
22603322
22603606
284
19


11
FLI1_01
128067717
128068237
520
31


11
FLI1_02
128670143
128070375
232
19


11
H19_001
1969797
1970340
543
29


11
H19_002
1974299
1974540
241
22


11
H19_003
1975988
1976465
477
32


11
H19_004
1983261
1983752
491
38


11
H19_005
1990257
1990744
487
28


11
HCCA2_001
1726222
1726591
369
36


11
HCCA2_002
1731116
1731640
524
35


11
HCCA2_003
1741642
1741958
316
46


11
HEAB_001
57181484
57181963
479
38


11
HRAS_001
526559
527157
598
61


11
HRAS_002
524576
524948
372
28


11
HSPA8_1_01
122438457
122438798
341
25


11
HSPA8_2_01
122438090
122438482
392
36


11
IFITM1_01
300575
300909
334
19


11
IGF2_001
2110661
2111061
400
24


11
IGF2_002
2118423
2118844
421
49


11
IGF2_003
2121965
2122388
423
38


11
IGF2_004
2133388
2133777
389
29


11
IL10RA_01
117361721
117362144
423
29


11
KCNQ1_001
2421953
2422332
379
25


11
KCNQ1_002
2423321
2423593
272
13


11
KCNQ1_003
2510596
2510967
371
19


11
KCNQ1_004
2511955
2512234
279
16


11
KCNQ1_005
2550439
2550859
420
24


11
KCNQ1_006
2552907
2553207
300
22


11
KCNQ1_007
2559808
2560120
312
18


11
KCNQ1_008
2677736
2678041
305
27


11
KCNQ1_009
2769537
2769998
461
45


11
KCNQ1_010
2774363
2774757
394
22


11
KCNQ1_011
2785075
2785484
409
27


11
KCNQ1_012
2828008
2828543
535
40


11
KCNQ1_013
2840667
2841147
480
40


11
KCNQ1ON_001
2846868
2847276
408
26


11
MEN1_01
64334283
64334680
397
27


11
MEN1_02
64333711
64334310
599
48


11
MLL_02
117811321
117811673
352
22


11
MRPL23_001
1925380
1925658
278
25


11
MRPL23_002
1930709
1931081
372
17


11
MRPL23_003
1934031
1934272
241
17


11
MRPL23_004
1934636
1935034
398
23


11
MRPL23_005
1939642
1939882
240
12


11
MRPL23_006
1942563
1942961
398
27


11
MRPL23_007
1947611
1947817
206
13


11
MYOD_01_02
17697769
17698203
434
47


11
NAP1L4_001
2922455
2922829
374
20


11
NAP1L4_002
2969310
2969834
524
46


11
NUMA1
71469069
71469354
285
27


11
NUP98_01
3774899
3775243
344
28


11
NUP98_02
3775642
3775908
266
20


11
OSBPL5_001
3071292
3071628
336
21


11
OSBPL5_002
3098082
3098500
418
18


11
OSBPL5_003
3138080
3138622
542
38


11
OSBPL5_004
3142680
3143112
432
59


11
OSBPL5_005
3180978
3181397
419
24


11
OSBPL5_006
3195952
3196500
548
46


11
OSBPL5_007
3210207
3210674
467
26


11
OSBPL5_008
3210650
3211020
370
17


11
PAFAH1B2_001
116519863
116520360
497
43


11
PCSK7_001
116607790
116608224
434
41


11
PHLDA2_001
2906487
2907015
528
63


11
PICALM_001
85457748
85458234
486
43


11
PICALM_002
85457381
85457760
379
29


11
PICALM_01
85457748
85458189
441
43


11
PRO1073
65021396
65021824
428
42


11
SDHD
111462512
111462918
406
30


11
SDHD_001
111462512
111462918
406
30


11
SLC22A18_001
2880014
2880448
434
28


11
SLC22A18_002
2886839
2887277
438
39


11
SLC22A18_003
2899297
2899799
502
32


11
SYTB_001
1803689
1803982
293
18


11
TH_001
2144026
2144524
498
49


11
TNNT3_001
1904057
1904357
300
20


11
TNNT3_002
1905454
1905833
379
22


11
TNNT3_003
1906788
1906996
208
10


11
TNNT3_004
1915394
1915868
474
26


11
TRPM5_001
2391916
2392414
498
32


11
TRPM5_002
2398577
2399002
425
30


11
WT1_001
32413036
32413392
356
47


11
WT1_001
32411966
32412340
374
19


11
WT1_002
32412703
32413062
359
28


11
ZNF145_001
113435107
113435523
416
31


11
ZNF195_001
3391545
3391986
441
21


11
ZNF195_002
3401174
3401406
232
20


11
ZNF215_001
6904285
6904809
524
43


12
ATF1
49443878
49444208
330
30


12
BCL7A
120840600
120841134
534
40


12
BTG1
91062777
91063262
485
48


12
CCND2_001
4253140
4253668
528
30


12
CCND2_002
4253833
4254352
519
35


12
CDK4
56435611
56436146
535
59


12
ELKS
970533
971067
534
66


12
G3PD_01
6513830
6514401
571
57


12
GLI_01
56139875
56140298
423
29


12
HAL_01
94913485
94913865
380
24


12
HMGA_01
64505847
64506048
201
17


12
HMGA2_001
64504118
64504535
417
32


12
HOXC11_001
52652861
52653329
468
23


12
HOXC13_001
52619125
52619630
505
52


12
NACA
55405193
55405733
540
37


12
PTPN11
111341140
111341705
565
60


12
SLC38A4_00
45511305
45511701
396
29


12
TCF1
119900742
119901144
402
21


12
ZNF384_001
6668855
6669283
428
27


13
AL137718_01
59635924
59636310
386
29


13
BRCA2
31787393
31787925
532
48


13
ERCC5
102296508
102296807
299
19


13
FLT1_3_01
27966522
27966938
416
35


13
FLT3
27572720
27573293
573
45


13
FOXO1A_01
40139038
40139631
593
56


13
FOXO1A_02
40139039
40139631
592
56


13
FOXO1A_03
40136475
40136743
268
20


13
HTR2A_001
46367732
46368191
459
9


13
RB1_001
47775605
47776155
550
70


13
ZNF198_001
19429932
19430275
343
24


14
BCL11B_001
98808281
98808691
410
25


14
CHGA_01
92458933
92459492
559
53


14
CR601144_001
20528074
20528492
418
23


14
DAD1_01
22127736
22128244
508
39


14
DI03_001
101095604
101096110
506
49


14
DLK1_001
100190642
100191182
540
34


14
DLK1_002
100245239
100245459
220
12


14
DLK1_003
100262866
100263271
405
59


14
DLK1_004
100270299
100270717
418
28


14
DLK1_005
100271281
100271557
276
15


14
GOLGA5
92330376
92330722
346
28


14
GPHN_01
66045075
66045469
394
32


14
GPHN_02
66044621
66045096
475
52


14
GPHN_03
66044061
66044371
310
23


14
HSPCA_001
101675929
101676415
486
36


14
KTN1_001
55116307
55116841
534
71


14
MEG3_001
100360100
100360493
393
25


14
MEG3_001
100419237
100419637
400
28


14
MEG3_002
100362061
100362394
333
19


14
MEG3_003
100362585
100362810
225
13


14
MEG3_004
100363911
100364143
232
16


14
MEG3_005
100418029
100418475
446
27


14
N_MYC_1_01
20563331
20563858
527
38


14
N_MYC_2_01
20562467
20562884
417
29


14
NIN_001
50368041
50368421
380
15


14
PSME2_01
23686078
23686449
371
19


14
RAD51L1
67211132
67211662
530
64


14
TCL1A_01
95249899
95250387
488
33


14
TCL1A_02
95250513
95250722
209
9


14
TRIP11_001
91576058
91576347
289
29


14
TSHR_001
80490972
80491378
406
27


15
AF15Q14
38673556
38673925
369
24


15
ANXA2_01
58477484
58477917
433
32


15
ATP10A_001
23509898
23510365
467
29


15
ATP10A_002
23532141
23532509
368
20


15
ATP10A_003
23658607
23659121
514
43


15
ATP10A_004
23785703
23786045
342
23


15
ATP10A_005
23878503
23878788
285
16


15
Beta_NAP_01
81175787
81176040
253
19


15
BLM_001
89061315
89061847
532
47


15
BUB1B_001
38240272
38240679
407
31


15
GABRB3_001
24425349
24425703
354
26


15
GABRB3_002
24466474
24466763
289
18


15
GABRB3_003
24568107
24568366
259
13


15
NDN_001
21482868
21483396
528
42


15
NDN_002
21674174
21674644
470
29


15
NDN_003
21897782
21898201
419
32


15
NDN_004
22057019
22057428
409
23


15
NDN_005
22223252
22223670
418
29


15
NTRK3
86600898
86601498
600
59


15
PML_001
72077492
72077906
414
27


15
RAD51_1_01
38774114
38774530
416
33


15
RAD51_2_01
38774749
38775137
388
37


15
RASGRF1_001
77169886
77170323
437
46


15
SNRPN_001
22273701
22274205
504
35


15
SNRPN_002
22471921
22472397
476
41


15
SNRPN_003
22569356
22569698
342
28


15
SNRPN_004
22644252
22644787
535
41


15
SNRPN_005
22674608
22674881
273
23


15
SNRPN_006
22751410
22751904
494
31


15
TCF12_01
54998178
54998751
573
69


15
TCF12_02
54997492
54997723
231
20


15
UBE3A_001
23234955
23235465
510
73


15
UBE3A_002
23392822
23393324
502
29


16
CBFA2T3_001
87534056
87534546
490
36


16
CBFB
65619930
65620344
414
22


16
CDH1_001
67328704
67329209
505
50


16
CDH11_001
63713205
63713703
498
47


16
CREBBP_001
3870965
3871413
448
46


16
CYLD
49333974
49334203
229
19


16
DC13_1_01
79597712
79598092
380
41


16
DC13_2_01
79598348
79598723
375
32


16
DDIT3
31098230
31098474
244
13


16
E_cad_02
67329401
67329750
349
24


16
ERCC4
13921687
13921995
308
20


16
FANCA
88410663
88411053
390
46


16
FUS
31098697
31099112
415
39


16
KIAA0683_01
1483654
1483960
306
30


16
MAF_001
78191338
78191880
542
69


16
MHC2TA_01
10880484
10880911
427
28


16
MYH11_001
15858290
15858793
503
44


16
TSC2_001
2037916
2038277
361
43


17
ALO17
75849710
75850074
364
19


17
ASPSCR1
77529129
77529451
322
32


17
BHD
17080723
17081162
439
27


17
BIRC5_01
73721633
73722084
451
42


17
BRCA1
38531626
38532076
450
25


17
CA4_01
55582147
55582640
493
50


17
CLTC_001
55051668
55052177
509
45


17
COL1A1_001
45633408
45633912
504
36


17
ERBB2_01
35110079
35110362
283
23


17
ERBB2_02
35110081
35110361
280
23


17
ETV4_01
38978023
38978479
456
36


17
ETV4_02
38978021
38978479
458
36


17
EXOC7_01
71611344
71611677
333
29


17
FOXK2_01
78070361
78070585
224
29


17
GAS7_001
10042696
10043211
515
61


17
HCMOGT_1_001
19999746
20000273
527
56


17
HLF
50697142
50697471
329
45


17
MAP2K4_001
11864591
11865051
460
49


17
MAP2K4_002
11865434
11865718
284
22


17
MLLT6_01
34113070
34113580
510
32


17
MLLT6_03
34114090
34114402
312
15


17
MSF
72789206
72789610
404
33


17
MSI2_001
52688381
52688824
443
48


17
NF1
26445739
26446339
600
45


17
Nm23_01
46585758
46586275
517
40


17
p53_03
7532346
7532539
193
20


17
PECAM1_01
59817588
59817941
353
14


17
PER1_001
7996232
7996656
424
31


17
PRKAR1A
64019428
64019890
462
41


17
PSMB6_01
4646233
4646687
454
23


17
RARA
35751090
35751589
499
47


17
SUZ12_001
27287847
27288203
356
43


17
TNFRSF6_001
71448337
71448803
466
42


17
TP53_001
7532164
7532609
445
36


18
ATP5A1_1_01
41938228
41938674
446
33


18
BCL2_001
59138023
59138387
364
50


18
FVT1_001
59184906
59185126
220
21


18
IMPACT_001
20260282
20260730
448
41


18
MADH4
46810401
46810721
320
33


18
SS18
21924328
21924906
578
51


18
TCEB3C_001
42809465
42809852
387
28


19
AKT2_01
45482785
45483311
526
57


19
AKT2_02
45482787
45483311
524
57


19
AURKC_001
62433770
62434304
534
38


19
AURKC_002
62443713
62443972
259
24


19
BCL3
49943692
49944195
503
67


19
BCL3_001
49943692
49944195
503
67


19
CDC34_01
482976
483323
347
31


19
CEBPA_01
38485154
38486420
1266
156


19
COL5A3_01
9981936
9982276
340
36


19
COX6B1_1_01
40825966
40826291
325
31


19
COX6B1_2_01
40825956
40826257
301
28


19
ELL_001
18494063
18494512
449
32


19
ERCC2
50565436
50565898
462
41


19
FSTL3_001
626625
626920
295
18


19
ICAM1_01
10241875
10242277
402
35


19
KSRP_1_01
6376068
6376343
275
13


19
KSRP_2_01
6376069
6376343
274
13


19
MECT1
18655112
18655621
509
63


19
MLLT1_001
6230380
6230801
421
45


19
STK11_01
1157536
1157912
376
27


19
STK11_02
1157893
1158270
377
24


19
TCF3_01
1597499
1597737
238
14


19
TFPT_001
59310656
59311052
396
31


19
TPM4_001
16048692
16049124
432
42


19
USP29_001
62302435
62302863
428
31


19
USP29_002
62309367
62309891
524
46


19
USP29_003
62322196
62322469
273
27


19
ZIM2_001
61968659
61968953
294
13


19
ZIM2_002
61998579
61998953
374
30


19
ZIM2_003
62041908
62042346
438
27


19
ZIM2_004
62043142
62043554
412
29


19
ZIM2_005
62043954
62044200
246
9


19
ZIM2_006
62067585
62067965
380
30


19
ZIM3_001
62375472
62375840
368
24


19
ZNF264_001
62394699
62395208
509
49


19
ZNF272_001
62483493
62483962
469
44


19
ZNF331_001
58715785
58716233
448
24


20
DSTN_01
17498585
17499165
580
68


20
GNAS_001
56848822
56849135
313
30


20
GNAS_01
56897562
56898110
548
56


20
GNAS_02
56898967
56899284
317
33


20
MAFB_001
38750860
38751343
483
59


20
MYBL2_1_01
41729003
41729471
468
57


20
MYBL2_2_01
41729004
41729471
467
57


20
NNAT_001
35581984
35582269
285
24


20
SS18L1_001
60151349
60151613
264
37


20
SS18L1_002
60152674
60153181
507
55


20
TOP1_001
39090892
39091362
470
57


20
TPD52L2_001
61966654
61966989
335
22


21
COL6A2_01
46356772
46357061
289
24


21
ERG_001
38955346
38955681
335
20


21
OLIG2
33317392
33317712
320
22


21
RUNX1_001
35184917
35185243
326
24


21
TMPRSS2_001
41802132
41802569
437
30


22
BCR_01
21853331
21853838
507
69


22
BCR_02
21853333
21853838
505
69


22
CHEK2_001
27467870
27468262
392
27


22
CLTCL1_001
17659116
17659652
536
56


22
EP300
39817467
39817757
290
22


22
EWSR1
27994181
27994700
519
58


22
GNAZ_01
21742354
21742845
491
86


22
MKL1_001
39362391
39363197
806
76


22
MN1
26526421
26527018
597
45


22
MYH9_001
35113893
35114426
533
43


22
NDUFA6_01
40816187
40816786
599
49


22
NF2_001
28329371
28329908
537
63


22
PDGFB
37970352
37970936
584
63


22
ZNF278_001
30072715
30073093
378
30


X
GPC3
132947001
132947234
233
21


X
MLLT7
70232993
70233375
382
25


X
MSN
64804313
64804586
273
18


X
MTCP1_001
153952418
153952966
548
70


X
NONO_001
70420123
70420434
311
24


X
NPD017_01
102727169
102727608
439
24


X
PAK_3_01
110225987
110226378
391
30


X
SEPT6_001
118710422
118710923
501
51


X
TFE3
48787429
48787872
443
40









Such aberration of methylation in tumor suppressor genes or cancer-related genetic regions on the genomic DNA can be identified by a method comprising the steps of preparing a genomic DNA from cells, performing a comprehensive analysis of the methylated genome using a suitable genome analyzer such as Infinium HumanMethylation450 BeadChip or Infinium HumanMethylation27 BeadChip of Illumina, Inc., Cancer EpiPanel of Sequenom, Inc., or EpiTect Methyl qPCR Array system of SABiosciences, and comparing the detected genomic methylation with that of a standard cell. Among these genome analyzers, Cancer EpiPanel is known to contain 400 genes and over 12,000 CpG sites in promoter regions of genes known to be involved in neoplastic transformation and imprinting.


In the present invention, the induced malignant stem cells capable of in vitro proliferation may also have (1)(b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA. The term “somatic mutation” as used herein covers mutations in tumor suppressor genes or those genes which are recognized as oncogenes in endogenous genomic DNA, as well as driver mutations which are carcinogenic genetic mutations other than the mutations in tumor suppressor genes or those genes which are recognized as oncogenes in endogenous genomic DNA. Examples of such somatic mutation of a tumor suppressor gene or somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA preferably occur in at least one of the genes listed in the following table:









TABLE 2







Tumor suppressor genes or endogenous cancer-related


genes that might cause somatic mutation (condition (1) (b))









Chromosome
GeneSymbol
refseq_id












1
CDK11B
NM_033486, NM_033487, NM_033488,




NM_033489, NM_033492, NM_033493,




NM_024011, NM_033529


1
CDK11A
NM_024011, NM_033486, NM_033487,




NM_033488, NM_033489, NM_033492,




NM_033493, NM_033529


1
PRKCZ
NM_002744, NM_001033581, NM_001033582,




NM_001146310


1
C1orf86
NM_001033581, NM_001033582,




NM_001146310, NM_002744


1
PIK3CD
NM_005026, NM_001009566, NM_014944


1
CLSTN1
NM_005026, NM_001009566, NM_014944


1
SRM
NM_003132


1
MTOR
NM_004958


1
EPHA2
NM_004431


1
PINK1
NM_032409


1
EPHA8
NM_001006943, NM_020526


1
EPHB2
NM_004442, NM_017449


1
PDIK1L
NR_026685, NM_152835, NR_026686


1
RPS6KA1
NM_002953, NM_001006665, NR_031740


1
MIR1976
NM_001006665, NM_002953, NR_031740


1
MAP3K6
NM_004672


1
FGR
NM_001042729, NM_001042747, NM_005248


1
LCK
NM_005356, NM_001042771


1
TSSK3
NM_052841


1
STK40
NM_032017


1
EPHA10
NM_001099439, NM_173641


1
TIE1
NM_005424


1
RNF220
NM_018150


1
PLK3
NM_004073, NM_001013632


1
TCTEX1D4
NM_004073, NM_001013632


1
TOE1
NM_007170, NM_025077


1
TESK2
NM_007170, NM_025077


1
MAST2
NM_015112


1
PIK3R3
NM_001114172, NM_003629


1
MKNK1
NM_001135553, NM_003684, NM_198973,




NR_024174, NR_024176


1
SPATA6
NM_019073


1
PRKAA2
NM_006252


1
ROR1
NM_001083592, NM_005012


1
RAVER2
NM_002227, NM_018211


1
JAK1
NM_002227, NM_018211


1
FPGT
NM_001112808, NM_003838


1
TNNI3K
NM_001112808, NM_003838, NM_015978


1
PRKACB
NM_002731, NM_207578, NM_182948


1
PKN2
NM_006256


1
CDC7
NM_001134419, NM_003503, NM_001134420


1
BRDT
NM_207189, NM_001726


1
HIPK1
NM_152696, NM_198268, NM_198269,




NM_181358


1
TRIM33
NM_015906, NM_033020


1
NRAS
NM_002524


1
PIP5K1A
NM_001135636, NM_001135637,




NM_001135638, NM_003557


1
PSMD4
NM_002810


1
PI4KB
NM_002651


1
NPR1
NM_000906


1
CLK2
NM_003993


1
HCN3
NM_000298, NM_020897, NM_181871


1
PKLR
NM_000298, NM_020897, NM_181871


1
SH2D2A
NM_001007792, NM_001161441,




NM_001161442, NM_001161443,




NM_001161444, NM_003975


1
NTRK1
NM_001007792, NM_001161441,




NM_001161442, NM_001161443,




NM_001161444, NM_003975, NM_014215,




NM_001012331, NM_002529


1
INSRR
NM_001007792, NM_014215


1
UHMK1
NM_001184763, NM_144624, NM_175866


1
DDR2
NM_001014796, NM_006182


1
C1orf112
NM_018186, NM_020423, NM_181093


1
SCYL3
NM_018186, NM_020423, NM_181093


1
ABL2
NM_001136000, NM_001168236,




NM_001168237, NM_001168238,




NM_001168239, NM_005158, NM_007314,




NM_001136001


1
RNASEL
NM_021133


1
NEK7
NM_133494


1
PIK3C2B
NM_002646


1
DSTYK
NM_015375, NM_199462


1
NUAK2
NM_030952


1
CDK18
NM_002596, NM_212502, NM_212503


1
IKBKE
NM_014002


1
DYRK3
NM_001004023, NM_003582


1
MAPKAPK2
NM_004759, NM_032960


1
CAMK1G
NM_020439


1
NEK2
NM_002497


1
RPS6KC1
NM_001136138, NM_012424


1
MARK1
NM_018650


1
ITPKB
NM_002221


1
CABC1
NM_020247


1
CDC42BPA
NM_003607, NM_014826


1
OBSCN
NM_001098623, NM_052843


1
KIAA1804
NM_032435


1
SDCCAG8
NM_006642, NM_181690


1
AKT3
NM_006642, NM_181690, NM_005465


2
ROCK2
NM_004850


2
TRIB2
NM_021643, NR_027303


2
NRBP1
NM_013392


2
ALK
NM_004304


2
EIF2AK2
NM_001135651, NM_001135652, NM_002759


2
PRKD3
NM_005813


2
CDKL4
NM_001009565


2
MAP4K3
NM_003618


2
PKDCC
NM_138370


2
PRKCE
NM_005400


2
VRK2
NM_001130480, NM_001130481,




NM_001130482, NM_001130483,




NM_001136027, NM_006296, NM_001114636,




NM_018062


2
FANCL
NM_001114636, NM_001130480,




NM_001130481, NM_001130482,




NM_001130483, NM_001136027, NM_006296,




NM_018062


2
ACTR2
NM_001005386, NM_005722


2
AAK1
NM_014911


2
EIF2AK3
NM_004836


2
ZAP70
NM_001079, NM_207519


2
INPP4A
NM_001134224, NM_001134225, NM_001566,




NM_004027


2
MAP4K4
NM_004834, NM_145686, NM_145687


2
BUB1
NM_004336


2
MERTK
NM_006343


2
MAP3K2
NM_006609


2
YSK4
NM_001018046, NM_025052


2
ACVR2A
NM_001616


2
ACVR1C
NM_001111031, NM_001111032,




NM_001111033, NM_145259


2
ACVR1
NM_001105, NM_001111067


2
STK39
NM_013233


2
MYO3B
NM_001083615, NM_001171642, NM_138995


2
TLK1
NM_001136554, NM_001136555, NM_012290


2
PDK1
NM_002610


2
ZAK
NM_016653, NM_133646


2
MIR548N
NM_003319, NM_133378, NM_133432,




NM_133437, NR_031666


2
TTN
NM_003319, NM_133378, NM_133432,




NM_133437, NR_031666, NM_133379


2
STK17B
NM_004226


2
CLK1
NM_001162407, NM_004071, NR_027855,




NR_027856


2
STRADB
NM_018571


2
CDK15
NM_139158


9
BMPR2
NM_001204


2
IDH1
NM_005896


2
PIKFYVE
NM_001178000, NM_015040, NM_152671


2
ERBB4
NM_001042599, NM_005235


2
RNF25
NM_015690, NM_022453


2
STK36
NM_015690, NM_022453


2
STK16
NM_001008910, NR_026909, NM_006000


2
TUBA4A
NM_001008910, NR_026909, NM_006000


2
SPEG
NM_005876, NM_001173476


2
EPHA4
NM_004438


2
DGKD
NM_003648, NM_152879


2
PASK
NM_015148


2
STK25
NM_006374


3
OGG1
NM_002542, NM_003656, NM_016819,




NM_016820, NM_016821, NM_016826,




NM_016827, NM_016828, NM_016829


3
CAMK1
NM_002542, NM_003656, NM_016819,




NM_016820, NM_016821, NM_016826,




NM_016827, NM_016828, NM_016829


3
IRAK2
NM_001570


3
ATG7
NM_001136031, NM_001144912, NM_006395


3
RAF1
NM_002880


3
KCNH8
NM_144633


3
NEK10
NM_199347


3
TGFBR2
NM_001024847, NM_003242


3
DCLK3
NM_033403


3
MLH1
NM_000249, NM_001167617, NM_001167618,




NM_001167619


3
OXSR1
NM_005109


3
ACVR2B
NM_001106


3
CTNNB1
NM_001098209, NM_001098210, NM_001904


3
ULK4
NM_017886


3
SNRK
NM_001100594, NM_017719


3
IP6K2
NM_001005909, NM_016291, NM_001005910,




NM_001005911, NM_001146178,




NM_001146179, NR_027437, NR_027438


3
IP6K1
NM_001006115, NM_153273


3
CAMKV
NM_024046


3
MST1R
NM_002447


3
MAPKAPK3
NM_004635


3
NEK4
NM_003157


3
PRKCD
NM_006254, NM_212539


3
PXK
NM_017771


3
EPHA3
NM_005233, NM_182644


3
EPHA6
NM_001080448, NM_173655


3
GSK3B
NM_001146156, NM_002093


3
MYLK
NM_053025, NM_053026, NM_053027,




NM_053028, NM_053031, NM_053032


3
KALRN
NM_001024660, NM_003947, NR_028136,




NM_007064


3
SNX4
NM_003794


3
PIK3R4
NM_014602


3
NEK11
NM_001146003, NM_024800, NM_145910


3
RYK
NM_001005861, NM_002958


3
EPHB1
NM_004441


3
PIK3CB
NM_006219


3
GRK7
NM_139209


3
ATR
NM_001184


3
PRKCI
NM_002740


3
TNIK
NM_001161560, NM_001161561,




NM_001161562, NM_001161563,




NM_001161564, NM_001161565,




NM_001161566, NM_015028, NR_027767


3
PIK3CA
NM_006218


3
EPHB3
NM_004443


3
MAP3K13
NM_004721


3
DGKG
NM_001080744, NM_001080745, NM_001346


3
TNK2
NM_001010938, NM_005781


3
PAK2
NM_002577


4
GAK
NM_005255


4
DGKQ
NM_001347


4
FGFR3
NM_000142, NM_001163213, NM_022965


4
POLN
NM_024511, NM_181808


4
HAUS3
NM_024511, NM_181808


4
GRK4
NM_001004056, NM_001004057, NM_182982


4
STK32B
NM_018401


4
KCNIP4
NM_001035003, NM_001035004, NM_147182,




NM_147183


4
PI4K2B
NM_018323


4
TXK
NM_003328


4
TEC
NM_003215


4
PDGFRA
NM_006206


4
KIT
NM_000222, NM_001093772


4
KDR
NM_002253


4
EPHA5
NM_004439, NM_182472


4
CDKL2
NM_003948


4
BMP2K
NM_017593, NM_198892


4
PRKG2
NM_006259


4
MAPK10
NM_002753, NM_138980, NM_138981,




NM_138982


4
BMPR1B
NM_001203


4
NFKB1
NM_001165412, NM_003998


4
TBCK
NM_001163435, NM_001163436,




NM_001163437, NM_033115, NM_001142415,




NM_004757, NM_001142416


4
AIMP1
NM_001142415, NM_001163435,




NM_001163436, NM_001163437, NM_004757,




NM_033115, NM_001142416


4
ALPK1
NM_001102406, NM_025144


4
CAMK2D
NM_001221, NM_172127, NM_172128,




NM_172114, NM_172115, NM_172129


4
PLK4
NM_014264


4
ELF2
NM_201999


4
GAB1
NM_002039, NM_207123


4
DCLK2
NM_001040260, NM_001040261


4
FBXW7
NM_001013415, NM_018315, NM_033632


4
NEK1
NM_012224


5
TERT
NM_198253, NM_198255


5
TRIO
NM_007118


5
PRKAA1
NM_006251, NM_206907


5
MGC42105
NM_153361


5
MAP3K1
NM_005921


5
PLK2
NM_006622


5
MAST4
NM_001164664, NM_198828, NM_015183


5
PIK3R1
NM_181523, NM_181524, NM_181504


5
CDK7
NM_001799


5
SV2C
NM_014979


5
RIOK2
NM_018343, NM_001159749


5
FER
NM_005246


5
CAMK4
NM_001744


5
APC
NM_001127511, NM_000038, NM_001127510


5
MCC
NM_001085377, NM_032028


5
TSSK1B
NM_001085377, NM_032028


5
CSNK1G3
NM_001031812, NM_001044722,




NM_001044723, NM_004384


5
CDKL3
NM_001113575, NM_016508


5
STK32A
NM_001112724, NM_145001


5
CSNK1A1
NM_001025105, NM_001892


5
CSF1R
NM_005211


5
PDGFRB
NM_002609


5
CAMK2A
NM_015981, NM_171825


5
ITK
NM_005546


5
ODZ2
NM_001122679


5
STK10
NM_005990


5
FGFR4
NM_002011, NM_213647, NM_022963


5
GRK6
NM_001004105, NM_001004106, NM_002082


5
COL23A1
NM_173465


5
CLK4
NM_020666


5
MAPK9
NM_002752, NM_139068, NM_139069,




NM_139070, NM_001135044


5
FLT4
NM_182925, NM_002020


6
MYLK4
NM_001012418


6
RIPK1
NM_003804


6
PRPF4B
NM_003913


6
RIOK1
NM_031480, NM_153005


6
PIP5K1P1
NR_027712


6
MAK
NM_005906


6
DDR1
NM_001954, NM_013993, NM_013994


6
DOM3Z
NM_005510, NR_026717, NM_004197,




NM_032454


6
STK19
NM_005510, NR_026717, NM_004197,




NM_032454


6
BRD2
NM_005104, NM_001113182


6
IP6K3
NM_001142883, NM_054111


6
SRPK1
NM_003137


6
MAPK14
NM_001315, NM_139012, NM_139013,




NM_139014


6
MAPK13
NM_002754


6
STK38
NM_007271


6
PIM1
NM_002648


6
CCND3
NM_001136017, NM_001136125,




NM_001136126, NM_001760


6
PTK7
NM_002821, NM_152880, NM_152881,




NM_152882


6
TTBK1
NM_032538


6
POLH
NM_006502


6
NFKBIE
NM_004556


6
ICK
NM_014920, NM_016513


6
TTK
NM_001166691, NM_003318


6
MAP3K7
NM_003188, NM_145331, NM_145332,




NM_145333


6
EPHA7
NM_004440


6
CDK19
NM_015076


6
FYN
NM_002037, NM_153047, NM_153048


6
FRK
NM_002031


6
ROS1
NM_002944


6
LAMA2
NM_000426, NM_001079823


6
SGK1
NM_001143676, NM_001143677,




NM_001143678, NM_005627


6
MAP3K5
NM_005923


6
LATS1
NM_004690


6
ESR1
NM_000125, NM_001122740, NM_001122741,




NM_001122742


6
MAP3K4
NM_005922, NM_006724


6
RPS6KA2
NM_001006932, NM_021135


7
AIMP2
NM_001134335, NM_006303, NM_014413


7
EIF2AK1
NM_001134335, NM_006303, NM_014413


7
RAC1
NM_006908, NM_018890


7
DGKB
NM_004080, NM_145695


7
STK31
NM_001122833, NM_031414, NM_032944


7
CDK13
NM_003718, NM_031267


7
STK17A
NM_004760


7
GCK
NM_000162, NM_033507, NM_033508


7
CAMK2B
NM_001220, NM_172078, NM_172079,




NM_172080, NM_172081, NM_172082,




NM_172083, NM_172084


7
EGFR
NM_005228, NM_201282, NM_201283,




NM_201284


7
PHKG1
NM_006213


7
LIMK1
NM_002314


7
CDK14
NM_012395


7
CDK6
NM_001145306, NM_001259


7
PDK4
NM_002612


7
LMTK2
NM_014916


7
TRRAP
NM_003496


7
EPHB4
NM_004444


7
SRPK2
NM_182691, NM_182692


7
PIK3CG
NM_002649


7
MET
NM_000245, NM_001127500


7
DGKI
NM_004717


7
TRIM24
NM_003852, NM_015905


7
HIPK2
NM_001113239, NM_022740


7
BRAF
NM_004333


7
AGK
NM_018238


7
FLJ40852
NM_001105558, NR_015392


7
WEE2
NM_001105558, NR_015392


7
EPHB6
NM_004445


7
EPHA1
NM_005232


7
CDK5
NM_001164410, NM_004935


7
FASTK
NM_006712, NM_033015


7
RHEB
NM_005614


8
SGK223
NM_001080826


8
BLK
NM_001715


8
PTK2B
NM_004103, NM_173174, NM_173175,




NM_173176


8
PBK
NM_018492


8
FGFR1
NM_001174063, NM_001174064,




NM_001174065, NM_001174066,




NM_001174067, NM_015850, NM_023105,




NM_023106, NM_023110, NM_023107,




NM_023108


8
IKBKB
NM_001556


8
SGK196
NM_032237


8
PRKDC
NM_001081640, NM_006904


8
LYN
NM_001111097, NM_002350


8
MOS
NM_005372


8
SGK3
NM_001033578, NM_013257, NM_170709


8
PSKH2
NM_033126


8
RIPK2
NM_003821


8
STK3
NM_006281


8
PKHD1L1
NM_177531


8
TRIB1
NM_025195


8
MYC
NM_002467


8
PTK2
NM_005607, NM_153831


8
MAPK15
NM_139021


8
NRBP2
NM_178564


8
ADCK5
NM_174922, NM_013291


8
CPSF1
NM_174922, NM_013291


9
JAK2
NM_004972


9
CDKN2A
NM_000077, NM_058195, NM_058197


9
CDKN2BAS
NM_004936, NM_078487, NR_003529


9
CDKN2B
NM_004936, NM_078487, NR_003529


9
TEK
NM_000459


9
TAF1L
NM_153809


9
PTENP1
NR_023917


9
TESK1
NM_006285, NM_001782


9
CD72
NM_006285, NM_001782


9
NPR2
NM_003995, NM_172312


9
SPAG8
NM_003995, NM_172312


9
MELK
NM_014791


9
PIP5K1B
NM_003558


9
PRKACG
NM_002732


9
TRPM6
NM_001177310, NM_001177311, NM_017662


9
NTRK2
NM_001018064, NM_006180, NM_001007097,




NM_001018065, NM_001018066


9
DAPK1
NM_004938


9
CDK20
NM_001039803, NM_001170639,




NM_001170640, NM_012119, NM_178432


9
SYK
NM_001135052, NM_003177, NM_001174168,




NM_001174167


9
ROR2
NM_004560


9
CENPP
NM_001012267, NM_022755


9
IPPK
NM_001012267, NM_022755


9
WNK2
NM_006648, NM_001098808


9
C9orf129
NM_001098808, NM_006648


9
TGFBR1
NM_001130916, NM_004612


9
MUSK
NM_001166280, NM_001166281, NM_005592


9
NEK6
NM_001166167, NM_001145001,




NM_001166168, NM_001166170,




NM_001166171, NM_014397, NM_001166169


9
CDK9
NM_001261


9
PIP5KL1
NM_001135219, NM_173492


9
PKN3
NM_013355, NM_032799


9
ZDHHC12
NM_013355, NM_032799


9
ABL1
NM_007313, NM_005157


9
C9orf96
NM_153710, NM_020385


9
REXO4
NM_153710, NM_020385


9
NCRNA00094
NM_007371, NR_015427


9
BRD3
NM_007371, NR_015427


10
PRKCQ
NM_006257


10
GATA3
NM_001002295, NM_002051


10
CAMK1D
NM_020397, NM_153498


10
PIP4K2A
NM_005028


10
MYO3A
NM_017433


10
MASTL
NM_001172303, NM_001172304, NM_032844


10
MAP3K8
NM_005204


10
RET
NM_020630, NM_020975


10
FAM35B
NR_027632


10
FAM35B2
NR_027634


10
MAPK8
NM_002750, NM_139046, NM_139047,




NM_139049


10
PRKG1
NM_001098512, NM_006258


10
IPMK
NM_152230


10
CDK1
NM_001170406, NM_001170407, NM_001786,




NM_033379


10
CAMK2G
NM_001222, NM_172169, NM_172170,




NM_172171, NM_172173


10
BMPR1A
NM_004329


10
PTEN
NM_000314


10
PIPSL
NR_002319


10
PI4K2A
NM_018425


20
CHUK
NM_001278


10
SLK
NM_014720


10
GRK5
NM_005308


10
FGFR2
NM_000141, NM_001144914, NM_001144915,




NM_001144916, NM_001144917,




NM_001144918, NM_022970, NM_001144913,




NM_001144919


10
STK32C
NM_173575


11
HRAS
NM_001130442, NM_005343, NM_176795


11
BRSK2
NM_003957


11
ILK
NM_001014794, NM_001014795, NM_004517,




NM_006284


11
TAF10
NM_001014794, NM_001014795, NM_004517,




NM_006284


11
STK33
NM_030906


11
WEE1
NM_003390, NM_001143976


11
CSNK2A1P
NM_198516, NR_002207


11
GALNTL4
NM_198516, NR_002207


11
PIK3C2A
NM_002645


11
HIPK3
NM_001048200, NM_005734


11
DGKZ
NM_201532, NM_201533, NM_003646,




NM_001105540


11
MARK2
NM_001039469, NM_001163296,




NM_001163297, NM_004954, NM_017490


11
RPS6KA4
NM_001006944, NM_003942, NR_031602


11
MIR1237
NM_001006944, NM_003942, NR_031602


11
MAP4K2
NM_004579


11
CDC42BPG
NM_017525


11
SCYL1
NM_001048218, NM_020680, NM_001130144,




NM_001164266, NM_021070


11
LTBP3
NM_001048218, NM_020680, NM_001130144,




NM_001164266, NM_021070


11
MAP3K11
NM_002419


11
ADRBK1
NM_001619


11
RPS6KB2
NM_003952


11
CCND1
NM_053056


11
PAK1
NM_001128620, NM_002576


11
ATM
NM_000051, NM_138292


11
SIK2
NM_015191, NM_181699, NM_181700


11
PPP2R1B
NM_015191, NM_181699, NM_181700


11
ANKK1
NM_178510


11
USP28
NM_020886


11
SIK3
NM_025164


11
CHEK1
NM_001114121, NM_001114122, NM_001274


12
WNK1
NM_001184985, NM_014823, NM_018979,




NM_213655


12
CCND2
NM_001759


12
DYRK4
NM_003845


12
STYK1
NM_018423


12
GUCY2C
NM_004963


12
PIK3C2G
NM_004570


12
KRAS
NM_004985, NM_033360


12
STK38L
NM_015000


12
LRRK2
NM_198578


12
YAF2
NM_005748


12
IRAK4
NM_001114182, NM_001145256,




NM_001145257, NM_001145258, NM_016123


12
ACVRL1
NM_000020, NM_001077401


12
ACVR1B
NM_004302, NM_020327, NM_020328


12
SP1
NM_138473, NM_003109


12
AMHR2
NM_001164690, NM_001164691, NM_020547


12
PCBP2
NM_001098620, NM_001128911,




NM_001128912, NM_001128913,




NM_001128914, NM_005016, NM_006301,




NM_031989


12
MAP3K12
NM_001098620, NM_001128911,




NM_001128912, NM_001128913,




NM_001128914, NM_005016, NM_006301,




NM_031989


12
DGKA
NM_001345, NM_201444, NM_201445,




NM_201554


12
CDK2
NM_001798, NM_052827


12
ERBB3
NM_001005915, NM_001982


12
PIP4K2C
NM_001146258, NM_001146259,




NM_001146260, NM_024779


12
TSPAN31
NM_000075, NM_005981


12
CDK4
NM_000075, NM_005981


12
TBK1
NM_013254


12
IRAK3
NM_001142523, NM_007199


12
DYRK2
NM_003583, NM_006482


12
CDK17
NM_002595, NM_001170464


12
SCYL2
NM_017988


12
NUAK1
NM_014840


12
C12orf47
NM_003668, NM_139078, NR_015404


12
MAPKAPK5
NM_003668, NM_139078, NR_015404


12
KSR2
NM_173598


12
TAOK3
NM_016283


12
HSPB8
NM_014365


12
CIT
NM_007174, NR_031589


12
MIR1178
NM_007174, NR_031589


12
CAMKK2
NM_006549, NM_153499, NM_153500,




NM_172216, NM_172226, NM_172214,




NM_172215


12
ULK1
NM_003565


13
LATS2
NM_014572


13
CDK8
NM_001260


13
FLT3
NM_004119


13
FLT1
NM_002019, NM_001160030, NM_001159920,




NM_001160031


13
BRCA2
NM_000059


13
MIR548F5
NM_004734, NR_031646


13
DCLK1
NM_004734, NR_031646


13
CSNK1A1L
NM_145203


13
DGKH
NM_152910, NM_178009


13
RB1
NM_000321


13
NEK5
NM_199289


13
NEK3
NM_001146099, NM_002498, NM_152720,




NR_027415


13
STK24
NM_001032296, NM_003576


13
IRS2
NM_003749


13
GRK1
NM_002929


14
TSSK4
NM_001184739, NM_174944


14
RIPK3
NM_006871


14
PRKD1
NM_002742


14
NFKBIA
NM_020529


14
CDKL1
NM_004196


14
MAP4K5
NM_006575, NM_198794


14
PRKCH
NM_006255


14
ESR2
NM_001040275, NM_001040276, NM_001437


14
MAP3K9
NM_033141


14
RPS6KL1
NM_031464


14
NEK9
NM_033116


14
ADCK1
NM_001142545, NM_020421


14
RPS6KA5
NM_004755, NM_182398


14
ITPK1
NM_001142594, NM_001142593, NM_014216


14
VRK1
NM_003384


14
RAGE
NM_014226


14
CDC42BPB
NM_006035


14
MARK3
NM_001128918, NM_001128919,




NM_001128920, NM_001128921, NM_002376


14
AKT1
MM_001014431, NM_001014432, NM_005163


15
NF1P1
NR_028506


15
LOC646214
NR_027053


15
FAM7A3
NR_026859, NR_026858, NR_027470


15
FAM7A
NM_139320, NM_148911


15
FAM7A2
NR_026858, NR_027470, NR_026859


15
FAM7A1
NR_026858, NR_027470, NR_026859


15
EIF2AK4
NM_001013703


15
BUB1B
NM_001211, NM_001128628, NM_001128629


15
PAK6
NM_001128628, NM_001128629, NM_001211,




NM_020168


15
ITPKA
NM_002220


15
LTK
NM_001135685, NM_002344, NM_206961


15
TYRO3
NM_006293


15
TTBK2
NM_173500


15
TRPM7
NM_017672


15
MAPK6
NM_002748


15
DAPK2
NM_014326


15
CSNK1G1
NM_022048


15
MAP2K1
NM_002755, NM_006049


15
SNAPC5
NM_002755, NM_006049


15
MAP2K5
NM_002757, NM_145160


15
CLK3
NM_003992, NM_001130028


15
CSK
NM_001127190, NM_004383


15
ULK3
NM_001099436


15
PTPN9
NM_002833


15
ETFA
NM_000126, NM_001127716


15
SGK269
NM_024776


15
ALPK3
MM_020778


15
NTRK3
NM_001012338, NM_002530, NM_001007156


15
IDH2
NM_002168


15
FES
NM_001143785, NM_002005, NM_001143783,




NM_001143784


15
IGF1R
NM_000875


15
LRRK1
NM_024652


16
PDPK1
NM_002613, NM_031268


16
LOC652276
NR_015441


16
FLJ42627
NR_024492


16
PAQR4
NM_004203, NM_152341, NM_182687


16
PKMYT1
NM_004203, NM_152341, NM_182687


16
SMG1
NM_015092


16
LOC100271836
NR_027155


16
EEF2K
NM_013302


16
LOC641298
NR_027154


16
PALB2
NM_024675


16
PLK1
NM_005030, NM_033266


16
ERN2
NM_005030, NM_033266


16
PRKCB
NM_002738, NM_212535


16
SBK1
NM_001024401


16
LOC440354
NR_002473, NR_002453


16
TAOK2
NM_004783, NM_016151


16
LOC100271831
NM_001040056, NM_001109891, NM_002746,




NM_027081


16
MAPK3
NM_001040056, NM_001109891, NM_002746,




NR_027081


16
LOC595101
NR_002453, NR_002473


16
PHKG2
NM_000294, NM_001172432


16
BCKDK
NM_001122957, NM_005881


16
MYLK3
NM_182493


16
CSNK2A2
NM_001896


16
PSKH1
NM_006742, NM_001907


16
CTRL
NM_006742, NM_001907


16
CDH1
NM_004360


16
MLKL
NM_001142497, NM_152649


16
CDK10
NM_001098533, NM_001160367, NM_052987,




NM_052988, NR_027702, NR_027703,




NM_152339


16
SPATA2L
NM_001098533, NM_001160367, NM_052987,




NM_052988, NR_027702, NR_027703,




NM_152339


17
ITGAE
NM_002208, NM_031965


17
GSG2
NM_002208, NM_031965


17
CAMKK1
NM_032294, NM_172206, NM_172207


17
ANKFY1
NM_016376, NM_020740


17
MINK1
NM_001024937, NM_015716, NM_153827,




NM_170663, NM_000080


17
NE
NM_001024937, NM_015716, NM_153827,




NM_170663, NM_000080


17
TNK1
NM_003985, NM_020360


17
PLSCR3
NM_003985, NM_020360


17
TP53
NM_000546, NM_001126112, NM_001126113,




NM_001126114, NM_001126115,




NM_001126116, NM_001126117,




NM_001143990, NM_001143991


17
WRAP53
NM_000546, NM_001126112, NM_0026113,




NM_001126114, NM_001143990, NM_001143991


17
CHD3
NM_001005271, NM_001005273, NM_005852


17
GUCY2D
NM_000180


17
AURKB
NM_004217


17
PIK3R6
NM_001010855


17
PIK3R5
NM_001142633, NM_014308


17
MAP2K4
NM_003010


17
MAPK7
NM_139032, NM_139033, NM_002749,




NM_139034


17
ULK2
NM_001142610, NM_014683


17
MAP2K3
NM_145109, NM_002756


17
KSR1
NM_014238


17
NLK
NM_016231


17
SGK494
NM_001174103


17
NEK8
NM_178170


17
TAOK1
NM_020791


17
NF1
NM_000267, NM_001042492, NM_001128147


17
MYO1D
NM_015194


17
ACCN1
NM_001094


17
PIP4K2B
NM_003559


17
CDK12
NM_015083, NM_016507


17
ERBB2
NM_001005862, NM_004448


17
CDC6
NM_001254


17
WNK4
NM_032387


17
BRCA1
NM_007294, NM_007297, NM_007298,




NM_007299, NM_007300, NR_027676


17
C17orf65
NM_178542


17
LOC100133991
NM_003954, NR_024434, NR_024435


17
MAP3K14
NM_003954, NR_024434, NR_024435


17
PDK2
NM_002611


17
COL1A1
NM_000088


17
ANKFN1
NM_153228


17
DGKE
NM_003647


17
TEX14
NM_031272, NM_198393


17
RPS6KB1
NM_003161


17
TLK2
NM_001112707, NM_006852


17
MAP3K3
NM_002401, NM_203351, NM_030576


17
LIMD2
NM_002401, NM_203351, NM_030576


17
STRADA
NM_001003786, NM_001003787,




NM_001003788, NM_001165969,




NM_001165970, NM_153335


17
ERN1
NM_001433


17
PRKCA
NM_002737


17
MAP2K6
NM_002758


17
CDK3
NM_001258


17
SPHK1
NM_001142601, NM_021972, NM_182965,




NM_001142602


17
BAIAP2
NM_001080395, NM_001144888, NM_006340,




NM_017451


17
AATK
NM_001080395, NM_001144888, NM_006340,




NM_017451


17
CSNK1D
NM_001893, NM_139062


18
YES1
NM_005433


18
ROCK1
NM_005406


18
RIOK3
NM_003831


18
PIK3C3
NM_002647


18
MAPK4
NM_002747


18
ALPK2
NM_052947


18
KIAA1468
NM_020854


19
STK11
NM_000455


19
CSNK1G2
NM_001319


19
MKNK2
NM_017572, NM_199054


19
PIP5K1C
NM_012398


19
MATK
NM_002378, NM_139354, NM_139355


19
DAPK3
NM_001348


19
MAP2K2
NM_030662


19
INSR
NM_000208, NM_001079817


19
MAP2K7
NM_145185


19
TYK2
NM_003331


19
MAST1
NM_014975


19
PRKACA
NM_002730, NM_207518


19
PKN1
NM_002741, NM_213560


19
BRD4
NM_058243, NM_014299


19
JAK3
NM_000215


19
MAST3
NM_015016


19
PIK3R2
NM_005027


19
TSSK6
NM_032037


19
LOC284441
NR_003128


19
CCNE1
NM_001238, NM_057182


19
MAP4K1
NM_001042600, NM_007181


19
PAK4
NM_001014831, NM_001014832,




NM_001014834, NM_001014835, NM_005884


19
DYRK1B
NM_004714, NM_006483, NM_006484


19
MAP3K10
NM_002446


19
AKT2
NM_001626


19
HIPK4
NM_144685


19
ADCK4
NM_001142555, NM_024876


19
ITPKC
NM_025194, NM_198476


19
C19orf54
NM_025194, NM_198476


19
AXL
NM_001699, NM_021913


19
GSK3A
NM_019884


19
MARK4
NM_031417


19
DMPK
NM_001081560, NM_001081562,




NM_001081563, NM_004409


19
PRKD2
NM_001079880, NM_001079881,




NM_001079882, NM_016457


19
LMTK3
NM_001080434


19
SPHK2
NM_020126


19
VRK3
NM_001025778, NM_016440


19
PRKCG
NM_002739


19
BRSK1
NM_032430


19
SBK2
NM_001101401


19
AURKC
NM_001015878, NM_001015879, NM_003160


19
TRIM28
NM_005762


20
TRIB3
NM_021158


20
CSNK2A1
NM_001895, NM_177559, NM_177560


20
STK35
NM_080836


20
PAK7
NM_020341, NM_177990


20
MYLK2
NM_033118


20
HCK
NM_001172129, NM_001172130,




NM_001172131, NM_001172132,




NM_001172133, NM_002110


20
RALY
NM_007367, NM_016732


20
SRC
NM_005417, NM_198291


20
SGK2
NM_170693, NM_016276


20
STK4
NM_006282


20
TP53RK
NM_033550


20
AURKA
NM_003600, NM_198433, NM_198434,




NM_198435, NM_198436, NM_198437


20
PTK6
NM_005975


20
SRMS
NM_080823


21
HUNK
NM_014586


21
DYRK1A
NM_101395, NM_130436, NM_001396,




NM_130438


21
RIPK4
NM_020639


21
SIK1
NM_173354


22
TSSK2
NM_022719, NM_053006


22
DGCR14
NM_022719, NM_053006


22
PI4KAP1
NR_003563


22
PI4KA
NM_002650, NM_058004


22
PI4KAP2
NR_003700


22
MAPK1
NM_002745, NM_138957


22
ADRBK2
NM_005160


22
CHEK2
NM_001005735, NM_007194, NM_145862


22
NF2
NM_000268, NM_016418, NM_181825,




NM_181828, NM_181829, NM_181830,




NM_181831, NM_181832, NM_181833


22
LIMK2
NM_005569, NM_001031801, NM_016733


22
CSNK1E
NM_001894, NM_152221


22
CERK
NM_022766


22
PIM3
NM_001001852


22
MAPK12
NM_002969


22
MAPK11
NM_002751


X
PRKX
NM_005044


X
BMX
NM_203281, NM_001721


X
CDKL5
NM_003159, NM_001037343, NM_000330


X
RS1
NM_000330, NM_001037343, NM_003159


X
PDHA1
NM_000284, NM_001001671, NM_001173454,




NM_001173455, NM_001173456


X
MAP3K15
NM_000284, NM_001001671, NM_001173454,




NM_001173455, NM_001173456


X
RPS6KA3
NM_004586


X
CNKSR2
NM_001168647, NM_001168648,




NM_001168649, NM_014927


X
PDK3
NM_001142386, NM_005391


X
CASK
NM_001126054, NM_001126055, NM_003688


X
CDK16
NM_033018, NM_006201, NM_001170460


X
ARAF
NM_001654, NM_006950, NM_133499


X
SYN1
NM_001654, NM_006950, NM_133499


X
PIM2
NM_006875


X
WNK3
NM_001002838, NM_020922


X
TAF1
NM_004606, NM_138923, NR_001568


X
BCYRN1
NM_004606, NM_138923, NR_001568


X
PHKA1
NM_001122670, NM_001172436, NM_002637


X
LOC139201
NR_029423


X
NCRNA00182
NR_028379


X
RPS6KA6
NM_014496


X
KLHL4
NM_019117, NM_057162


X
BTK
NM_000061


X
NRK
NM_198465


X
IRS4
NM_003604


X
GUCY2F
NM_001522


X
PAK3
NM_001128166, NM_001128167, NM_002578,




NM_001128168, NM_001128172, NM_001128173


X
MST4
NM_001042453, NM_016542, NM_001042452


X
PNCK
NM_001039582, NM_001135740


X
SRPK3
NM_001170760, NM_001170761, NM_014370,




NM_004135, NM_174869


X
IDH3G
NM_001170760, NM_001170761, NM_014370,




NM_004135, NM_174869


X
IRAK1
NM_001025242, NM_001025243, NM_001569


Y
PRKY
NR_028062









or they may preferably be depicted in at least one amino acid mutation (mutation ID) in the proteins listed in the following table:









TABLE 3







Tumor suppressor genes or endogenous cancer-related genes


that might cause somatic mutation (condition (1) (b))










Gene



Chromosome
Symbol
Mut_ID












1
AKT3
E17K


1
EPHA10
E124K


1
KRAS
Q61L/Q61R/Q61P


1
NRAS
A18T


1
NRAS
A59T


1
NRAS
G12


1
NRAS
G12C/G12R/G12S


1
NRAS
G12V/G12A/G12D


1
NRAS
G13


1
NRAS
G13C/G13R/G13S


1
NRAS
G13V/G13A/G13D


1
NRAS
G48S


1
NRAS
Q61


1
NRAS
Q61


1
NRAS
Q61


1
NRAS
Q61E/Q61K


1
NRAS
Q61H


1
NRAS
Q61L/Q61R/Q61P


2
CXCR4
V160I


2
ERBB4
E542K


2
ERBB4
R393W


2
SOS1
H888Q


2
SOS1
R248H


2
SOS1
R688Q


3
CTNNB1
A13T


3
CTNNB1
A21T


3
CTNNB1
D32A


3
CTNNB1
D32G


3
CTNNB1
D32H/N/Y


3
CTNNB1
D32V


3
CTNNB1
G34E


3
CTNNB1
G34E/V


3
CTNNB1
G34R


3
CTNNB1
G34R


3
CTNNB1
G34V


3
CTNNB1
S33/F/Y/C


3
CTNNB1
S33C


3
CTNNB1
S33F


3
CTNNB1
S33P


3
CTNNB1
S33Y


3
CTNNB1
S37A


3
CTNNB1
S37A


3
CTNNB1
S37C


3
CTNNB1
S37C/F/Y


3
CTNNB1
S37F


3
CTNNB1
S37P


3
CTNNB1
S37Y


3
CTNNB1
S45


3
CTNNB1
S45A


3
CTNNB1
S45C


3
CTNNB1
S45C/F/Y


3
CTNNB1
S45F


3
CTNNB1
S45P


3
CTNNB1
S45P


3
CTNNB1
S45Y


3
CTNNB1
T41A


3
CTNNB1
T41A/S


3
CTNNB1
T41I


3
CTNNB1
T41I


3
CTNNB1
T41I


3
CTNNB1
T41P


3
CTNNB1
T41S


3
CTNNB1
V22_G38del


3
CTNNB1
V22A


3
CTNNB1
W25_D32del


3
MLH1
V384D


3
NEK10
E379K


3
PIK3CA
A1035T


3
PIK3CA
A1035V


3
PIK3CA
C420R


3
PIK3CA
C901F


3
PIK3CA
E418K


3
PIK3CA
E542K


3
PIK3CA
E542Q/K


3
PIK3CA
E542V


3
PIK3CA
E545A


3
PIK3CA
E545G


3
PIK3CA
E545G/A


3
PIK3CA
E545K


3
PIK3CA
E545Q/K


3
PIK3CA
G1007R


3
PIK3CA
H1047R/H1047L


3
PIK3CA
H1047Y


3
PIK3CA
H1065L


3
PIK3CA
H701P


3
PIK3CA
I1058F


3
PIK3CA
M1004I


3
PIK3CA
M1043I/M1043I


3
PIK3CA
M1043V


3
PIK3CA
N1044K


3
PIK3CA
N1068fs*4


3
PIK3CA
N345K


3
PIK3CA
P539R


3
PIK3CA
Q546E/K


3
PIK3CA
Q546H


3
PIK3CA
Q546K


3
PIK3CA
Q546R/P


3
PIK3CA
R1023Q


3
PIK3CA
R38H


3
PIK3CA
R88Q


3
PIK3CA
R88Q


3
PIK3CA
S326F


3
PIK3CA
T1025A


3
PIK3CA
T1025S/1


3
PIK3CA
Y1021C


3
PIK3CA
Y1021C


3
PIK3CA
Y1021H


3
VHI
F148fs*11


3
VHI
L158Q


3
VHI
L85P


3
VHI
L89H


3
VHI
P81S


3
VHI
R161*


3
VHI
R167W


4
FBXW7
R465C


4
FBXW7
A465H


4
FBXW7
R479G


4
FBXW7
R479Q/L


4
FGFR3
A281V


4
FGFR3
A391E


4
FGFR3
G370C


4
FGFR3
K650Q/K650E


4
FGFR3
K650T/K650M


4
FGFR3
Y373C


4
KIT
A829P


4
KIT
C809G


4
KIT
D52N


4
KIT
D579del


4
KIT
D716N


4
KIT
D816E


4
KIT
D816F


4
KIT
D816H/D816Y


4
KIT
D816V


4
KIT
D816V/G/A


4
KIT
D820E


4
KIT
D820G/A


4
KIT
D820H/Y


4
KIT
D820Y


4
KIT
E561K


4
KIT
E839K


4
KIT
F584S


4
KIT
G565R


4
KIT
K492R


4
KIT
K550_K558del


4
KIT
K558_E562del


4
KIT
K558_V560del


4
KIT
K558N


4
KIT
K558R


4
KIT
K642E


4
KIT
K642E


4
KIT
K685E


4
KIT
L576P


4
KIT
L576P


4
KIT
M535I


4
KIT
M535T


4
KIT
M535V


4
KIT
M552L


4
KIT
N566D


4
KIT
N655K


4
KIT
N822H/Y


4
KIT
N822K


4
KIT
N822K


4
KIT
P551_V555del


4
KIT
P551_V555del


4
KIT
P573A


4
KIT
P573L


4
KIT
P585P


4
KIT
R634W


4
KIT
R739G


4
KIT
S709F


4
KIT
T574A


4
KIT
T670E


4
KIT
T670I


4
KIT
T670I


4
KIT
T753A


4
KIT
V559_V560del


4
KIT
V559A


4
KIT
V559D/V559A/V559G


4
KIT
V559del


4
KIT
V559I


4
KIT
V560D/V560G


4
KIT
V560del


4
KIT
V560E


4
KIT
V569G


4
KIT
V654A


4
KIT
V654A


4
KIT
V825A


4
KIT
W557R


4
KIT
W557R/W557R/W557G


4
KIT
Y503_F504insAY


4
KIT
Y553_Q556del


4
KIT
Y553K


4
KIT
Y553N


4
KIT
K568D


4
KIT
Y570_L576del


4
KIT
Y675C


4
KIT
Y823D


4
PDGFRA
D1071N


4
PDGFRA
D842_D846 > E


4
PDGFRA
D842_D846 > G


4
PDGFRA
D842_D846 > N


4
PDGFRA
D842_H845del


4
PDGFRA
D842_M844del


4
PDGFRA
D842_S847 > EA


4
PDGFRA
D842F


4
PDGFRA
D842I


4
PDGFRA
D842V


4
PDGFRA
D842V


4
PDGFRA
D842Y


4
PDGFRA
D842Y


4
PDGFRA
D846Y


4
PDGFRA
E996K


4
PDGFRA
F808L


4
PDGFRA
H845_N848 > P


4
PDGFRA
I843_D846del


4
PDGFRA
I843_S847 > T


4
PDGFRA
N659K


4
PDGFRA
N870S


4
PDGFRA
R841_D842del


4
PDGFRA
S566_E571 > K


4
PDGFRA
S566_E571 > R


4
PDGFRA
S566_E571 > R


4
PDGFRA
T674I


4
PDGFRA
V561D


4
PDGFRA
Y849C


5
APC
APC_E1379*


5
APC
APC_Q1338*


5
APC
E1306*


5
APC
E1309fs*4


5
APC
Q1367


5
APC
Q1378*


5
APC
Q1429*


5
APC
R1114*


5
APC
R1450*


5
APC
R876*


5
APC
S1465fs*3


5
APC
T1661fs*9


5
CSF1R
L301*


5
CSF1R
L301S


5
CSF1R
Y969*


5
CSF1R
Y969C


5
CSF1R
Y969F


5
CSF1R
Y969H


1
FBX4
G30N


1
FBX4
L23Q


1
FBX4
P76T


1
FBX4
S12L


1
FBX4
S8R


1
FBX4
S8R


5
MEK
P124L


5
MEK
Q56P


5
MET
R1170Q


5
MET
T992I


7
BRAF
D587A


7
BRAF
D587E


7
BRAF
D594E


7
BRAF
D594V/D594G


7
BRAF
E586K


7
BRAF
E586K


7
BRAF
F468C


7
BRAF
F595L


7
BRAF
F595S


7
BRAF
G464R


7
BRAF
G464V/G464E


7
BRAF
G466


7
BRAF
G466R


7
BRAF
G466V


7
BRAF
G469


7
BRAF
G469


7
BRAF
G469


7
BRAF
G469A


7
BRAF
G469S/G469E/G469A


7
BRAF
G469S/G469E/G469A


7
BRAF
G469S/G469E/G469A


7
BRAF
G469V/G469R


7
BRAF
G469V/G469R


7
BRAF
G469V/G469R


7
BRAF
G596R


7
BRAF
G615E


7
BRAF
I463S


7
BRAF
I592M


7
BRAF
I592V


7
BRAF
K601del


7
BRAF
K601E


7
BRAF
K601E


7
BRAF
K601N


7
BRAF
L597


7
BRAF
L597


7
BRAF
L597Q/L597V


7
BRAF
L597Q/L597V


7
BRAF
L597S/L597R


7
BRAF
L597S/L597R


7
BRAF
N581S


7
BRAF
R443T


7
BRAF
R444Q


7
BRAF
R444W


7
BRAF
R444W


7
BRAF
R462I


7
BRAF
S605F


7
BRAF
S605N


7
BRAF
T599_V600insTT


7
BRAF
T599I


7
BRAF
V471F


7
BRAF
V600


7
BRAF
V600


7
BRAF
V600A


7
BRAF
V600D


7
BRAF
V600D


7
BRAF
V600E/V600K


7
BRAF
V600E/V600K


7
BRAF
V600M


7
BRAF
V600R/V600L


7
BRAF
V600R/V600L


7
EGFR
A289V


7
EGFR
A750P


7
EGFR
D761N


7
EGFR
D761Y


7
EGFR
D770_N771 > AGG


7
EGFR
D770_N771 > AGG


7
EGFR
D770_N771insG


7
EGFR
D770_N771insG


7
EGFR
E709A/E709G/E709V


7
EGFR
E709K/E709H


7
EGFR
E734K


7
EGFR
E746_A750del


7
EGFR
E746_A750del


7
EGFR
E746_A750del, V ins


7
EGFR
E746_A750del, V ins


7
EGFR
E746_A750del, T751A


7
EGFR
E746_S752 > A


7
EGFR
E746_S752 > D


7
EGFR
E746_T751 > A


7
EGFR
E746_T751del


7
EGFR
E746_T751del, I ins


7
EGFR
E746_T751del, I ins


7
EGFR
E746_T751del, S752D


7
EGFR
E746_T751del, V ins


7
EGFR
E746K


7
EGFR
G598V


7
EGFR
G719A


7
EGFR
G719D


7
EGFR
G719S/G719C


7
EGFR
G735S


7
EGFR
G810D


7
EGFR
G810S


7
EGFR
H773_V774insH


7
EGFR
H773_V774insNPH


7
EGFR
H773_V774insPH


7
EGFR
H773 > NPY


7
EGFR
H773R


7
EGFR
K745R


7
EGFR
L730F


7
EGFR
L747_E749del, A750P


7
EGFR
L747_E749del, A750P


7
EGFR
L747_P753 > Q


7
EGFR
L747_P753 > S


7
EGFR
L747_R748 > FP


7
EGFR
L747_S752del, P753S


7
EGFR
L747_S752del, Q ins


7
EGFR
L747_S752del, Q ins


7
EGFR
L747_T750del, P ins


7
EGFR
L747_T750del, P ins


7
EGFR
L747_T751 > P


7
EGFR
L747_T751 > P


7
EGFR
L747_T751 > S


7
EGFR
L747_T751del


7
EGFR
L747_T751del


7
EGFR
L858M


7
EGFR
L858R


7
EGFR
L858R


7
EGFR
L861Q


7
EGFR
M766_A767insAI


7
EGFR
N771_P772 > SVDNR


7
EGFR
N771_P772 > SVDNR


7
EGFR
P733L


7
EGFR
P753S


7
EGFR
P772_H773insV


7
EGFR
R108K


7
EGFR
S752_I759del


7
EGFR
S752_I759del


7
EGFR
S752_I759del


7
EGFR
S752Y


7
EGFR
S768I


7
EGFR
SNP C2255T


7
EGFR
T263P


7
EGFR
T751A


7
EGFR
T790M


7
EGFR
T790M


7
EGFR
V742A


7
EGFR
V769_D770insASV


7
EGFR
V769_D770insASV


7
EGFR
V769_D770insASV


7
EGFR
V769_D770insASV


7
EGFR
V769_D770insCV


7
EGFR
V774_C775insHV


7
EGFR
W731*


7
EPHB6
G404S


7
EPHB6
R679Q


7
MAP2K2
F57C


7
MAP2K2
F57I


7
MAP2K2
F57L


7
MAP2K2
K61E


7
MAP2K2
R338Q


7
MET
H1112R


7
MET
H1112Y


7
MET
M1250T


7
MET
M1268T


7
MET
R970C


7
MET
T1010I


7
MET
T992I


7
MET
Y1230C


7
MET
Y1235D


7
MET
Y1248C


7
MET
Y1248H


8
FGFR1
P252T


8
FGFR1
S125L


8
MYC
A59V


8
MYC
N101T


8
MYC
P260A


8
MYC
P57S


8
MYC
S77F


8
MYC
T73I


8
PTK2B
G414V


8
PTK2B
R429C


9
ABL1
D276G


9
ABL1
E255K


9
ABL1
E255V


9
ABL1
E355G


9
ABL1
F311L


9
ABL1
F317L


9
ABL1
F359V


9
ABL1
G250E


9
ABL1
H396R


9
ABL1
L248V


9
ABL1
M244V


9
ABL1
M351T


9
ABL1
Q252H


9
ABL1
T315I


9
ABL1
Y253F


9
ABL1
Y253H


9
CDKN2A
D84Y


9
CDKN2A
E61*


9
CDKN2A
E69*


9
CDKN2A
E88*


9
CDKN2A
H83Y


9
CDKN2A
R58*


9
CDKN2A
R80*


9
GNAQ
Q209L


9
GNAQ
Q209L/P


9
GNAQ
R183Q


9
JAK2
V617F


9
ROR2
A793S


10
FGFR2
S252W


10
FGFR2
Y376C


10
PTEN
K267fs*9


10
PTEN
K6fs*4


10
PTEN
N323fs*2


10
PTEN
N323fs*21


10
PTEN
P248fs*5


10
PTEN
R130*


10
PTEN
R130fs*4


10
PTEN
R130G


10
PTEN
R130Q


10
PTEN
R173C


10
PTEN
R173H


10
PTEN
R233*


10
PTEN
R335*


10
PTEN
V317fs*3


10
RET
A664D


10
RET
A883F


10
RET
C634R


10
RET
C634R


10
RET
C634W


10
RET
C634W


10
RET
C634Y


10
RET
C634Y


10
RET
D631_L633 > E


10
RET
D631G


10
RET
D898_E901del


10
RET
E632_A640 > VRP


10
RET
E632_L633 > V


10
RET
E632_L633del


10
RET
E632_L633del


10
RET
E768D


10
RET
F612_C620del


10
RET
F612_C620del


10
RET
M918T


10
RET
M918T


11
HRAS
G12C


11
HRAS
G12R


11
HRAS
G12V/G12D


11
HRAS
G13C/G13R/G13S


11
HRAS
Q61H/Q61H


11
HRAS
Q61K


11
HRAS
Q61L/Q61R/Q61P


12
CDK
R24C


12
CDK
R24H


12
CDK4
R24C


12
CDK4
R24H


12
KRAS
A146T


12
KRAS
A59T


12
KRAS
A59V


12
KRAS
G12


12
KRAS
G12


12
KRAS
G12A/G12C/G12D


12
KRAS
G12A/G12C/G12D


12
KRAS
G12F/G12R


12
KRAS
G12F/G12R


12
KRAS
G12S/G12V


12
KRAS
G12S/G12V


12
KRAS
G13A


12
KRAS
G13A/D/V


12
KRAS
G13R


12
KRAS
G13V/G13D


12
KRAS
G60D


12
KRAS
L19F


12
KRAS
Q22K


12
KRAS
Q61


12
KRAS
Q61E/Q61K


12
KRAS
Q61H/Q61H


12
KRAS
T58I


12
PTPN11
T507K


13
FLT3
D835del


13
FLT3
D835H/D835Y


13
FLT3
I836del


13
FLT3


13
FLT3


13
FLT4
D835E


13
FLT4
D835E


13
FLT5
I836M


13
RB1
C706F


13
RB1
E137*


13
RB1
E748*


13
RB1
L199*


13
RB1
L660fs*2


13
RB1
R320*


13
RB1
R358*


13
RB1
R455*


13
RB1
R552*


13
RB1
R556*


13
RB1
R579*


14
AKT1
E17del


14
AKT1
E319G


14
AKT1
E17K


14
AKT1
E17K


14
AKT1
L357P


14
AKT1
P388T


14
AKT1
Q43X


14
AKT1
V167A


14
AKT1
V461L


15
MAP2K1
D67N


15
MAP2K1
E203Q/K


15
MAP2K1
F53S


15
MAP2K1
K57N


15
MAP2K1
Y134C


17
ERBB2
A775_G776 insYVMA


17
ERBB2
D769H


17
ERBB2
G776S/G776LC


17
ERBB2
G776VC


17
ERBB2
L755P


17
ERBB2
P780_Y781 insGSP


17
ERBB2
P780_Y781 insGSP


17
ERBB2
S779_P780 insVGS


17
ERBB3
V777L


17
TP53
D281G


17
TP53
D281H/Y


17
TP53
G245R/S/C


17
TP53
G245S


17
TP53
R175H


17
TP53
R175H/L


17
TP53
R248G/W


17
TP53
R248Q


17
TP53
R248W


17
TP53
R273C


17
TP53
R273C


17
TP53
R273H


17
TP53
R273H/L


17
TP53
R306*


17
TP53
V143A


19
AKT2
R371H


19
AKT2
S302G


19
GNA11
Q209


19
GNA11
R183C


19
JAK3
A572V


19
JAK3
P132T


19
JAK3
V722I


19
STK11
D194N


19
STK11
D194V


19
STK11
E199*


19
STK11
E199K


19
STK11
E57fs*7


19
STK11
F264fs*22


19
STK11
G196V


19
STK11
P281fs*6


19
STK11
P281L


19
STK11
Q170*


19
STK11
Q37*


19
STK11
W332*


20
SRC
Q531*









Such somatic mutations in tumor suppressor genes or somatic mutations in cancer-related genes can be detected by the following procedure: a genomic DNA is prepared from cells and subjected to a whole genome sequencing; in addition, a library for next-generation sequencer is prepared from the genomic DNA and subjected to exon enrichment by an enrichment kit such as TruSeq exome enrichment system (illumina, Inc.), SeqCap EZ (NimbleGen), Agilent Sure Select (Agilent), or Agilent Sure Select Human Kinome Kit (Agilent); followed by, a comprehensive analysis of genetic mutations is performed using a sequence on HiSeq2000 (e.g. 100 bp, paired-end) to detect sequence alterations, which are analytically compared with normal reference sequences to thereby identify somatic sequence alterations in genes. Another procedure that can be used is analysis of somatic mutations by Oncocarta Ver1, 2, and 3 of Sequenome, Inc.


In the present invention, the induced malignant stem cell capable of in vitro proliferation may also have (1)(c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene. Examples of (1)(c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene include increased expressions of endogenous oncogenes or reduced/lost expressions of endogenous tumor suppressor genes. Such abnormal expressions (increased or reduced/lost expressions) of endogenous oncogenes or endogenous tumor suppressor genes preferably occur in at least one of the genes listed in connection with (1)(b).


Such increased expressions of endogenous oncogenes or reduced/lost expressions of endogenous tumor suppressor genes can be detected by the following procedure: mRNA is prepared from cells and gene expression is comprehensively analyzed using a mRNA microarray (Agilent SurePrint G3 Human GE Microarray Kit 8×60K, Whole Human Genome oligo-DNA Microarray Kit Ver2.0 (4×44K), Whole Human Genome Oligo-DNA Microarray Kit (4×44K)) and compared with the gene expression in standard cells, whereby the abnormal expression of mRNA is comprehensively identified.


In the present invention, the induced malignant stem cell capable of proliferation in vitro may also have (1)(d) abnormal expression (increased expression or reduced/lost expression) of a non-coding RNA such as an endogenous cancer-related microRNA. Such abnormal expression (increased expression or reduced/lost expression) of a non-coding RNA such as an endogenous cancer-related microRNA preferably occurs in at least one of the microRNAs listed in the following table:









TABLE 4







Cancer-related microRNAs that might cause abnormal expression (condition (1) (d))








Cancers
miRNA





Brain Cancer
let-7g; mir-10a; mir-124-2; mir-126; mir-149; mir-155; mir-15b Cluster



(mir-15b, mir-16-2); mir-17 cluster (mir-17, mir-18a, mir-19a, mir-



19b-1, mir-20a, mir-92a-1); miR-191 Cluster (miR-191, miR-425);



mir-210; mir-218-1; mir-218-2; mir-23b Cluster (mir-23b, mir-24-1, mir-



27b); mir-301a; mir-30c-1 Cluster (mir-30c-1, mir-30e); mir-32; mir-



34a; mir-378; mir-7-1


Breast Cancer
mir-155; mir-17 cluster (mir-17, mir-18a, mir-19a, mir-19b-1, mir-20a,



mir-92a-1)


Colon Cancer
mir-17 cluster (mir-17, mir-18a, mir-19a, mir-19b-1, mir-20a, mir-92a-



1); mir-378


Head & Neck
let-7i; mir-10a; mir-155; mir-15b Cluster (mir-15b, mir-16-2); mir-17


Cancer
cluster (mir-17, mir-18a, mir-19a, mir-19b-1, mir-20a, mir-92a-1); mir-



210; mir-218-1; mir-218-2; mir-23b Cluster (mir-23b, mir-24-1, mir-



27b); mir-30c-1 Cluster (mir-30c-1, mir-30e); mir-34a; mir-378


Kidney Cancer
mir-210


Liver Cancer
mir-126; mir-17 cluster (mir-17, mir-18a, mir-19a, mir-19b-1, mir-20a,



mir-92a-1); miR-191 Cluster (miR-191, miR-425); mir-193b; mir-23b



Cluster (mir-23b, mir-24-1, mir-27b); mir-30c-1 Cluster (mir-30c-1, mir-



30e)


Lung Cancer
let-7i; mir-1-1; mir-126


Lymphoma
mir-155; mir-23b Cluster (mir-23b, mir-24-1, mir-27b); mir-378


Ovarian
let-7i; mir-126; mir-155; mir-196a-1; mir-34a; mir-34c Cluster (mir-34c,


Cancer
mir-34b)


Pancreatic
mir-10a; mir-155; mir-210; mir-23b Cluster (mir-23b, mir-24-1, mir-


Cancer
27b)


Prostate
mir-149; mir-15b Cluster (mir-15b, mir-16-2)


Cancer


Skin Cancer
mir-149; mir-15b Cluster (mir-15b, mir-16-2); mir-17 cluster (mir-17;



mir-18a; mir-19a; mir-19b-1; mir-20a; mir-92a-1); mir-193b; mir-23b



Cluster (mir-23b, mir-24-1, mir-27b)









Specific sequences of these microRNAs are each known in the technical field of interest art, as shown in the following table.









TABLE 5







Cancer-related microRNAs that might cause


abnormal expression (condition (1) (d))










Precursor
Precursor miRNA
Matured
matured miRNA


miRNA ID
Accession No.
miRNA ID
Accession No.





let-7g
MI0000433
let-7g
MIMAT0000414


let-7i
MI0000434
let-7i
MIMAT0000415


mir-10a
MI0000266
miR-10a
MIMAT0000253


mir-1-1
MI0000651
miR-1
MIMAT0000416


mir-124-2
MI0000444
miR-124
MIMAT0000422


mir-126
MI0000471
miR-126
MIMAT0000445


mir-149
MI0000478
miR-149
MIMAT0000450


mir-155
MI0000681
miR-155
MIMAT0000646


mir-15b
MI0000438
miR-15b
MIMAT0000417


mir-16-2
MI0000115
miR-16
MIMAT0000069


miR-17
MI0000071
mir-17
MIMAT0000070


mir-18a
MI0000072
miR-18a
MIMAT0000072


mir-19a
MI0000073
miR-19a
MIMAT0000073


mir-19b-1
MI0000074
miR-19b
MIMAT0000074


mir-20a
MI0000076
miR-20a
MIMAT0000075


mir-92a-1
MI0000093
miR-92a
MIMAT0000092


mir-191
MI0000465
miR-191
MIMAT0000440


mir-425
MI0001448
miR-425
MIMAT0003393


mir-193b
MI0003137
miR-193b
MIMAT0002819


mir-196a-1
MI0000238
miR-196a
MIMAT0000226


mir-210
MI0000286
miR-210
MIMAT0000267


mir-218-1
MI0000294
miR-218
MIMAT0000275


mir-218-2
MI0000295
miR-218
MIMAT0000275


mir-23b
MI0000439
miR-23b
MIMAT0000418


mir-24-1
MI0000080
miR-24
MIMAT0000080


mir-27b
MI0000440
miR-27b
MIMAT0000419


mir-301a
MI0000745
miR-301a
MIMAT0000688


mir-30c-1
MI0000736
miR-30c
MIMAT0000244


mir-30e
M10000749
miR-30e
MIMAT0000692


mir-32
MI0000090
miR-32
MIMAT0000090


mir-34a
MI0000268
miR-34a
MIMAT0000255


miR-34b
MI0000742
miR-34b
MIMAT0004676


mir-34c
MI0000743
miR-34c-3p
MIMAT0004677




miR-34c-5p
MIMAT0000686


mir-378
MI0000786
miR-378
MIMAT0000732


mir-7-1
MI0000263
miR-7
MIMAT0000252









Such abnormal expressions (increased expression or reduced/lost expression) of a non-coding RNA such as a cancer-related microRNA can be detected by the following procedure: mRNA is prepared from cells and gene expression is comprehensively analyzed using a miRNA microarray (Agilent Human miRNA Microarray Rel.12.) and compared with the gene expression in standard cells, whereby the abnormal expression of microRNA is comprehensively identified.


In the present invention, the induced malignant stem cell capable of in vitro proliferation may also have (1)(e) abnormal expression of an endogenous cancer-related protein. An increased expression or reduced/lost expression of such an endogenous cancer-related protein means that the expression of the same protein is high or low or entirely absent from the induced malignant stem cell as compared with the expression in induced pluripotent stem cells (iPS cells) or that the induced malignant stem cell expresses a cancer-specific antigen.


In the present invention, the endogenous cancer-related protein that might show abnormal expression (increased expression or reduced/lost expression) or the cancer-specific antigen may be exemplified by any one of Muc-1, VEGF-C, HnRNP A2/B1, E2F3, MAGE A4, MMP-9, Cytokeratin-19, E2F1, c-kit, Muc-4, Cytokeratin-20, c-met, L-myc, MDR1, hCGβ, COX-2, CA125, MAGE A12, NSE, c-myc, CD44, Her2/Neu, RCAS1, bcl-2, FGFR2, HIF-1α, GPC3, Cyclin D1, mdm2, Cytokeratin-7, MMP-2, Survivin, hTERT, Gli1, Thyroglobulin, VEGF-A, AFP, CEA, CGA, EGFR, MAGE A1, MAGE A3/A6, Muc-7, ProGRP, PSA, SCC, IGF2, DLK-1, and WT-1.


Such abnormal expression (increased expression or reduced/lost expression) of cancer-related proteins can be detected by the following procedure: a protein is prepared from cells and using iTRAQ (registered trademark) (AB SCIEX), protein expression, relative quantitative analysis and mass spectrometry are performed comprehensively and comparison is made with the protein expressed in standard cells, whereby the abnormally expressed protein is identified. The reagent iTRAQ of AB SCIEX is an amine-specific reagent set for stable isotopes that simultaneously labels all peptides in up to four or eight different biosamples and which enables both relative and absolute quantification from MS/MS spectra.


In the present invention, the induced malignant stem cell capable of in vitro proliferation may also have (1)(f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism). Such aberration of endogenous cancer-related metabolism may involve an aberration of metabolome as compared with induced pluripotent stem cells or enhancement in the glycolysis system as compared with induced pluripotent stem cells.


To analyze an aberration of metabolism, such as enhancement in the glycolysis system, on the basis of metabolome, an analytical technique that allows the metabolome to be measured in a high throughput manner within a short period, such as capillary electrophoresis-mass spectrometry (CE-MS), may be employed.


In CE-MS, upon voltage application to the capillary, all of the cationic metabolites are moved toward the cathode. Within the capillary, analytes are separated by differences in the charge on the analytes and their hydrated ionic radius and introduced into the mass spectrometer connected to the cathode. In the mass spectrometer, each analyte is detected selectively and in high sensitivity based on its mass number. What is best about this method is that, on account of the hollow capillary that is employed, all of the cationic metabolites can be introduced into the mass spectrometer under a single analytical condition. If, on the other hand, anionic metabolites are to be measured, the mass spectrometer suffices to be connected to the anode. Thus, intracellular metabolites can be analyzed simultaneously under only two conditions of measurement.


In the present invention, the induced malignant stem cell capable of in vitro proliferation may also have (1)(g) an aberration of endogenous cancer-related sugar chain. Such aberrations of cancer-related sugar chain may involve the expression of cancer-specific sugar chains.


Such aberrations of endogenous cancer-related sugar chains can be identified by the following procedure: a solution of cell lysate is prepared from cells; asparagine-linked (N-linked) sugar chains that are conjugated to proteins are subjected to a comprehensive structural analysis; the result obtained is analyzed by comparison with the result of sugar chain analysis in standard cells. For example, N-linked sugar chains conjugated to a protein are cleaved with an enzyme and, thereafter, information from sequential analysis by three different HPLC columns is searched with database software GALAXY loaded with information on about 600 sugar chains (GALAXY: Glycoanalysis by the three axes of MS and chromatography; sugar-chain map for structural determination and prediction of sugar chains) to narrow down candidate sugar chains and their structures can be identified by coloading of authentic candidate sugar chains and the sample sugar chains.


In the present invention, the induced malignant stem cell capable of in vitro proliferation may also have (1)(h) an aberration of copy number variations in endogenous genomic DNA of genetic copy number. The term ** as used herein may cover the case where the genetic copy number of the endogenous genomic DNA is **. Examples of the endogenous genomic DNA that might cause such variations in copy gene number include the genes listed in the following tables.









TABLE 6







Genomic DNA genetic regions having an aberration of variations in copy number (condition (l) (h))



















Gene Names,


No.
Chr
Cytoband
Position
Amp/Del
P-value
Annotations










AD0040_Set01













1
17
p13.3
1959569-1959686
1.958922
4.24E−24
SMG6, CNV_72769







AD0040_Set02













1
1
q32.1
203188201-203193723
−1.154289
7.26E−11
NFASC


2
2
p21
44083711-44096180
−1.466304
1.64E−14
CNV_78526,








CNV_89620,








CNV_73443 . . .


3
4
p16.1
8575302-8575359
−1.004219
2.68E−12
CNV_3479


4
4
p16.1
8881212-8882547
−1.338401
2.49E−12
CNV_3479,








CNV_2497,








CNV_0347 . . .


5
4
q22.1
93434342-93961504
−0.977201
 9.66E−277
GRID2, CNV_10054,








CNV_4406 . . .


6
5
p13.3
34268357-34369165
−1.613071
5.91E−13
CNV_3553,








CNV_4438,








CNV_2087 . . .


7
11
p12
41852545-42432402
−1.001829
1.55E−69
CNV_65929,








CNV_61127







AD0040_Set03













1
1
p36.22
11506047-11510410
−0.91124
1.45E−10
PTCHD2


2
1
p36.13
19384235-19393273
−1.077065
8.52E−16
UBR4


3
2
p21
44083711-44100016
−0.835072
4.02E−13
CNV_78526,








CNV_89620,








CxV_73443 . . .


4
2
q37.3
237339565-237344964
−1.262658
5.45E−13


5
3
p21.31
44941989-44944920
−0.96966
1.85E−10
ZDHHC3


6
3
p21.1
51941606-51945028
−1.390224
6.96E−37
RRP9


7
3
p21.1
52157853-52166715
−0.741786
2.84E−11
WDR51A,








CNV_51113


8
3
q26.31
172536286-172538403
0.77431
4.00E−11
TNIK


9
4
p16.1
8575302-8575359
−1.394291
2.38E−22
CNV_3479


10
4
p16.1
8882456-8882653
−1.522356
1.87E−22
CNV_3479,








CNV_2497,








CNV_0347 . . .


11
4
p16.1
8884585-8885187
−1.388218
1.04E−14
CNV_3479,








CNV_2497,








CNV_0347 . . .


12
5
p15.33
 39807-103486
−0.566404
4.31E−17
CNV_3536,








CNV_8470,








CNV_37739 . . .


13
5
q35.3
178915974-178920549
−0.867024
7.47E−11
RUFY1, CNV_3590,








CNV_2611 . . .


14
6
p21.32
31913390-31934895
−0.936089
5.63E−31
C6orf48, CNV_3602,








CNV_4492.


15
6
q24.2
144681079-145176611
−0.803721
0
UTRN, CNV_5395,








CNV_51815 . . .


16
7
p22.3
1976966-1985089
−1.174472
1.33E−14
MAD1L1,








CNV_4523,








CNV_30253 . . .


17
7
p13
45115983-45117728
−0.997113
1.17E−10
TBRG4


18
7
q36.3
158315132-158317964
−1.435031
1.34E−11
CNV_70131,








CNV_65009


19
8
p23.3
1322720-1340312
−1.256454
4.83E−22
CNV_100233,








CNV_70182,








CNV_36754 . . .


20
8
p21.3
20951820-20964831
−1.229753
1.85E−15
CNV_3726,








CNV_82520,








CNV_9531 . . .


21
8
p21.3
22263358-22269438
−1.053818
1.67E−12
PIWIL2, CNV_3726,








CNV_2746


22
8
p12
37827143-37827202
−1.073419
3.14E−18


23
8
q24.21
129012024-129012764
−1.283134
3.75E−15
PVT1, CNV_37296


24
8
q24.3
145783328-145788273
−1.211438
2.21E−14
KIAA1688,








CNV_4614,








CNV_70495


25
9
p22.1
19760010-19770175
−1.098789
8.48E−12
SLC24A2,








CNV_52762


26
9
q34.3
137332375-137332434
−1.133146
1.90E−16
CNV_30337,








CNV_4660


27
10
q24.33
105011210-105018167
−0.890401
3.98E−12


28
10
q26.3
134889416-134893492
−1.403986
1.89E−11
KNDC1, CNV_3829,








CNV_29875 . . .


29
10
q26.3
134978689-134996216
−0.759088
2.38E−12
CALY, CNV_3829,








CNV_4721 . . .


30
11
p15.5
1962010-1967283
−1.272235
9.22E−16
LOC100133545,








CNV_29893,








CNV_37117 . . .


31
11
p13
35269915-35269974
−1.58566
4.59E−21
SLC1A2


32
11
p11.2
45446292-45455071
−0.999829
1.27E−10


33
11
p11.2
45536937-45547269
−1.0113
3.33E−13


34
11
q13.2
68845113-68855981
−0.849465
1.22E−14
CNV_29915


35
11
q13.5
75055163-75056846
−1.095161
4.03E−13
MAP6


36
11
q23.2
114474724-114494671
−1.04596
2.07E−18
CNV_3867,








CNV_4763,








CNV_30567 . . .


37
12
p11.1
34417392-34756209
−1.388555
8.75E−18
CNV_3885,








CNV_8723,








CNV_9691 . . .


38
12
q13.2
54376360-54377782
−1.314247
1.93E−15
ITGA7, CNV_3890


39
12
q24.11
107744503-107749896
−1.312198
5.02E−15
SSH1


40
12
q24.11
110069463-110074263
−1.00593
6.16E−11
CUX2


41
12
q24.32
124804453-124812355
−1.02832
1.86E−13
CNV_9699,








CNV_29926


42
12
q24.33
133173882-133177340
−1.318578
9.51E−14
CNV_4404


43
13
q12.11
19566409-19568792
−1.815439
3.23E−30
CNV_71680,








CNV_71679


44
13
q34
112553940-112565338
−1.045415
5.56E−12
ATP11A


45
13
q34
114770686-114776626
−1.49958
1.55E−14
CNV_29947,








CNV_71818,








CNV_101882 . . .


46
14
q32.31
101314727-101318356
−0.864536
6.27E−15
CNV_8776


47
15
q26.3
101555153-101558598
−1.35669
5.78E−14
CNV_3982,








CNV_8807,








CNV_7087


48
16
p13.13
11173868-11178626
−1.419855
4.38E−16
CLEC16A


49
16
q24.1
85302753-85306926
−0.995341
1.46E−12
CNV_49791,








CNV_58781,








CNV_67070 . . .


50
16
q24.2
86529114-86536801
−1.053071
4.11E−11
CNV_3134,








CNV_30795


51
17
q21.31
37885447-37885501
−0.74336
2.82E−12
ATP6V0A1


52
17
q23.2
56404749-56407334
−1.054468
7.56E−13
BCAS3, CNV_4410,








CNV_49891 . . .


53
17
q25.2
72541570-72547858
−1.107359
5.34E−17
CNV_5336,








CNV_53066,








CNV_34522 . . .


54
17
q25.3
75476251-75483572
−0.90787
3.74E−13


55
19
p12
21094293-21098244
−2.544831
6.72E−25
ZNF714,








CNV_78137,








CNV_50112 . . .


56
19
q13.11
39810209-39814923
−1.255844
1.46E−16
CNV_73367


57
19
q13.31
48895798-48900793
−0.799759
2.22E−11
CNV_32261,








CNV_47965,








CNV_5106 . . .


58
19
q13.32
52729604-52729663
−1.310343
1.75E−24
ZNF541


59
20
q13.33
61437907-61448929
0.973892
2.88E−15
CHRNA4,








CNV_31044


60
22
q11.21
19712255-19715734
−1.075087
7.15E−12
P2RX6, SLC7A4,








CNV_31071 . . .


61
22
q13.32
47558995-47566106
−0.956944
6.21E−12
CNV_4134,








CNV_50883


62
22
q13.33
50695995-50697227
−1.147529
2.70E−13
CNV_30166


63
X
p22.33
155839-169113
−1.217427
1.36E−46
PLCXD1, GTPBP6,








CNV_83235 . . .


64
X
p22.33
189104-190572
−0.996498
7.72E−11
CNV_67918


65
X
p22.33
699908-706191
−0.791549
1.88E−13
CNV_34411


66
X
p22.33
1562369-1566850
−1.112982
2.22E−22
P2RY8


67
X
p22.33
1637614-1639274
−0.69266
3.10E−11


68
X
p22.33
2646756-2647777
−1.242813
1.07E−17
CD99, CNV_4142,








CNV_8292 . . .


69
Y
p11.32
105819-119113
−1.217427
1.36E−46
CNV_83894,








CNV_97143


70
Y
p11.32
139104-140572
−0.996498
7.72E−11
PLCXD1


71
Y
p11.32
649908-656191
−0.791549
1.93E−13


72
Y
p11.32
1512369-1516850
−1.112982
2.30E−22
ASMTL


73
Y
p11.32
1587614-1589274
−0.69266
3.18E−11
P2RY8


74
Y
p11.31
2596756-2597777
−1.242813
1.10E−17







AD0040_Set04













1
2
p25.2
6148711-6875000
−0.564855
 5.96E−120
CNV_4274,








CNV_35845,








CNV_9920 . . .


2
3
p21.31
50358198-50366080
−0.859205
9.66E−11
TUSC4, CYB561D2,








CNV_3429 . . .


3
3
p21.1
51937265-51945028
−0.591105
1.32E−10
RRP9


4
4
p16.1
8575302-8575359
−1.15809
1.02E−18
CNV_3479


5
4
p16.1
8882456-8882653
−1.362018
6.33E−21
CNV_3479,








CNV_2497,








CNV_0347 . . .


6
6
p25.3-p11.2
 167917-58197184
0.17055
0
DUSP22, IRF4,








EXOC2 . . .


7
6
p22.1-p21.33
29854870-29902314
−0.571876
8.20E−20
HCG4, CNV_64460,








CNV_64462 . . .


8
6
q11.1-q27
 62023384-170890108
0.151534
0
KHDRBS2, LGSN,








PTP4A1 . . .


9
7
p22.3
1976966-1981109
−1.268264
5.89E−12
MAD1L1,








CNV_4523,








CNV_30253 . . .


10
7
p21.3-p21.2
13055490-13506713
−0.56786
2.42E−78
CNV_52086,








CNV_1723,








CNV_94383 . . .


11
7
q11.23
72831668-72832641
−1.0686
3.47E−10
CNV_3685


12
8
p12
37827143-37827202
−0.769092
3.36E−12


13
8
q24.21
129012024-129012764
−1.791079
2.12E−24
PVT1, CNV_37296


14
8
q24.3
142383673-142390195
−1.229718
2.62E−12
CNV_30288


15
10
q26.3
134978689-134993118
−0.606783
1.34E−10
CALY, CNV_3829,








CNV_4721 . . .


16
11
p15.5
1114014-1115396
−1.077322
7.79E−12
CNV_3831,








CNV_29887


17
11
p13
35269915-35269974
−1.947078
2.67E−30
SLC1A2


18
11
q13.2
68845113-68849973
−1.00041
5.40E−10
CNV_29915


19
11
q13.3
69357011-69478523
−0.261822
1.53E−11
CNV_5631,








CNV_4755,








CNV_85835


20
11
q13.5
75055163-75656846
−1.196246
3.98E−15
MAP6


21
11
q23.2
114474724-114494671
−1.007421
1.10E−17
CNV_3867,








CNV_4763,








CNV_30567 . . .


22
13
q12.11
19566409-19568792
−1.034896
2.93E−13
CNV_71680,








CNV_71679


23
13
q14.2-q34
 48225461-115105297
0.370811
0
FNDC3A, MLNR,








CDADC1 . . .


24
13
q34
114743988-114747979
−0.528156
1.97E−10
CNV_29947


25
13
q34
114769518-114788319
−0.408921
2.71E−17
CNV_29947,








CNV_71818,








CNV_101882 . . .


26
16
q24.2
86530833-86536801
−1.078159
1.87E−11
CNV_3134,








CNV_30795


27
17
q25.3
75476251-75483572
−0.9129
2.28E−12


28
19
p12
21094293-23098244
−1.806828
8.86E−16
ZNF714,








CNV_78137,








CNV_50112 . . .


29
20
p12.3-p11.1
 8891768-26075841
0.388611
0
PLCB4, C20orf103,








PAK7 . . .


30
20
q11.21-q13.33
29844444-62949149
0.408412
0
TPX2, MYLK2,








FOXS1 . . .


31
22
q11.21
19712255-19715734
−1.186638
5.68E−14
P2RX6, SLC7A4,








CNV_31071 . . .


32
22
q11.21
20125513-20144135
−0.844823
3.83E−16
HIC2, CNV_33071,








CNV_4117 . . .


33
22
q13.32
47558995-47566106
−0.695915
2.91E−10
CNV_4134,








CNV_50883


34
X
p22.33
155819-164781
−1.341537
2.66E−46
PLCXD1, GTPBP6,








CNV_83235 . . .


35
X
p22.33
187113-190572
−1.174457
2.36E−26
CNV_67918


36
X
p22.33
303009-314555
−0.483352
2.29E−11
CNV_73888


37
X
p22.33
1471240-1472998
−1.153505
1.48E−15
CNV_73906


38
X
p22.33
1562369-1566850
−1.120176
1.44E−19
P2RY8


39
Y
p11.32
105819-114781
−1.341537
2.66E−46
CNV_83894,








CNV_97143


40
Y
p11.32
137113-140572
−1.174457
2.36E−26
PLCXD1


41
Y
p11.32
253009-264555
−0.483352
2.29E−11
PPP2R3B


42
Y
p11.32
1421240-1422998
−1.153505
1.48E−15
IL3RA


43
Y
p11.32
1512369-1516850
−1.120176
1.44E−19
ASMTL







AD0040_Set05













1
1
p36.33-p11.1
  759762-121329506
−0.311631
0
LOC643837,








FAM41C,








FLJ39609 . . .


2
1
p36.22
11506047-11510410
−1.623647
1.52E−15
PTCHD2


3
1
p34.3
34590539-34590598
−1.185761
1.16E−12
CNV_29576,








CNV_29577


4
2
p25.2
6148711-6875000
−1.046482
0
CNV_4274,








CNV_35845,








CNV_9920 . . .


5
2
p21
44083711-44100016
−0.962256
9.63E−17
CNV_78526,








CNV_89620,








CNV_73443 . . .


6
2
q37.3
237339565-237344964
−1.12891
5.17E−11


7
3
p21.31
44941989-44944920
−1.10293
2.01E−12
ZDHHC3


8
3
p21.1
51941606-51941665
−1.570327
5.43E−42


9
3
p21.1
52157853-52166715
−0.764702
1.40E−11
WDR51A,








CNV_51313


10
3
p14.3
55514963-55520108
−0.807534
3.32E−11
ERC2, CNV_3430


11
4
p16.1
8575302-8575359
−1.596547
6.08E−27
CNV_3479


12
4
p16.1
8881212-8885187
−0.836567
6.94E−15
CNV_3479,








CNV_2497,








CNV_0347


13
4
q13.1
64932715-64958903
−1.212414
2.11E−10
SRD5A2L2


14
4
q25
108607270-108770678
0.347478
7.39E−35
PAPSS1


15
4
q31.21
143422425-143437437
−0.798176
1.20E−12
INPP4B


16
4
q35.1
186948059-186972601
−0.780162
7.04E−11
SORBS2,








CNV_53588,








CNV_68870


17
6
p25.3
1603954-1615979
−0.826792
2.96E−11
GMDS


18
6
p22.1-p21.33
29854870-29917547
−1.780237
1.89E−72
HCG4, HLA-G,








CNV_64460 . . .


19
6
p21.32
32605385-32631881
−0.849512
1.39E−20
HLA-DRB5, HLA-








DRB6, CNV_3603 . . .


20
6
p21.2
37661196-37665381
−1.211464
4.15E−14
CNV_8512


21
6
p12.3
45968671-45975445
−0.688034
2.69E−12
CLIC5, CNV_0078


22
6
p12.1
53929240-53934834
−3.201252
1.28E−18
CNV_3614,








CNV_33288,








CNV_8516 . . .


23
6
q16.1
95408458-95417756
−0.921046
1.17E−12
CNV_52028,








CNV_34592,








CNV_52029


24
6
q16.3
103910750-103946150
−2.99956
1.93E−25
CNV_53366,








CNV_99645,








CNV_99646


25
6
q25.3
159115154-159119516
−1.197527
1.06E−12
EZR


26
6
q27
166262779-166267277
−1.136934
1.12E−12
C6orf176, CNV_3652


27
7
p22.1
5770846-5779002
−0.826805
2.09E−10
RNF216, CNV_53516


28
7
p21.3-p21.2
13055490-13506713
−0.968181
 1.09E−192
CNV_52086,








CNV_1723,








CNV_94383 . . .


29
7
p11.2
55538137-55543418
−1.237556
4.78E−11
ECOP


30
7
q22.1
100239082-100247277
−0.804057
3.13E−11
EPHB4, CNV_4550


31
7
q36.1
151531289-151531319
−1.121547
7.31E−12
MLL3


32
8
p21.3
20951820-20964831
−1.007687
3.40E−11
CNV_3726,








CNV_82520,








CNV_95311 . . .


33
8
p21.3
22263358-22269438
−0.89917
3.41E−10
PIWIL2, CNV_3726,








CNV_2746


34
8
p12
37827143-37827202
−1.36743
2.58E−26


35
8
q24.21
129012024-129012764
−1.861445
2.64E−25
PVT1, CNV_37296


36
9
q34.12
132642863-132652875
−0.67207
2.11E−11
ABL1


37
9
q34.13
134879638-134884316
−1.056401
2.75E−10


38
9
q34.3
137332375-137332434
−0.900988
2.47E−14
CNV_30337,








CNV_4660


39
10
p12.31
21459641-23463968
−1.099716
5.33E−13
NEBL, C10orf113


40
10
q24.33
105011210-105018167
−0.808046
1.54E−10


41
10
q26.3
132819421-132829669
−0.947973
6.81E−11
TCERG1L


42
10
q26.3
134987375-134991871
−1.053537
6.23E−12
CALY, CNV_3829,








CNV_4721 . . .


43
10
q26.3
135281682-135287473
−1.2869
1.47E−12
CNV_2896,








CNV_8673,








CNV_8671 . . .


44
11
p15.5
417922-438827
−0.538444
3.01E−11
ANO9, CNV_29880,








CNV_29882 . . .


45
11
p15.5
1962010-1967283
−1.137617
8.69E−14
LOC100133545,








CNV_29893,








CNV_37117 . . .


46
11
p13
35269915-35269974
−2.362248
1.00E−32
SLC1A2


47
11
p11.2
45446292-45455071
−1.35674
1.76E−15


48
11
p11.2
45536937-45547269
−1.261453
1.54E−16


49
11
q13.1
64373699-64389963
−0.539648
4.61E−11
EHD1, CNV_5422,








CNV_4752 . . .


50
11
q13.2
68845113-68855981
−0.686771
1.60E−11
CNV_29915


51
11
q13.5
75055163-75056846
−1.181678
8.74E−15
MAP6


52
11
q14.1
79146889-79150365
−0.988344
6.22E−11


53
11
q23.2
114474724-114494671
−1.222935
1.46E−22
CNV_3867,








CNV_4763,








CNV_30567 . . .


54
12
p13.33
1603701-1609148
−1.002602
4.34E−11
WNT5B


55
12
p13.33
2459007-2462164
−1.00103
1.59E−11
CACNA1C


56
12
q13.13
50170516-50187346
−0.683817
1.06E−10
SLC4A8, CNV_86368


57
12
q13.2
54376360-54377782
−2.255378
1.44E−30
ITGA7, CNV_3890


58
13
q12.11
19566409-19568792
−1.412693
2.83E−20
CNV_71680,








CNV_71679


59
13
q12.3
30605647-30656414
−0.695439
8.71E−16
HSPH1


60
13
q14.2-q34
 48225461-115105297
0.525393
0
FNDC3A, MLNR,








CDADC1 . . .


61
13
q32.3
100080292-100084653
−0.515989
5.93E−11
TMTC4


62
13
q33.1
100621234-100625172
−0.546582
6.26E−12
NALCN


63
13
q34
112346947-112529339
−0.110391
8.73E−16
C33orf35, ATP11A,








CNV_3926


64
13
q34
112553940-112565338
−0.317672
1.46E−10
ATP11A


65
13
q34
114769518-114788319
−0.256096
7.01E−17
CNV_29947,








CNV_71818,








CNV_101882 . . .


66
13
q34
114912404-114924113
−0.175258
7.39E−11
CNV_29948,








CNV_71824,








CNV_71823


67
14
q32.31
100635039-100643492
−0.954125
3.26E−10
CNV_76722,








CNV_87348


68
14
q32.31
101132700-101136328
−1.233816
8.99E−13
CNV_47864,








CNV_8776


69
14
q32.31
101314727-101318356
−0.770087
8.77E−13
CNV_8776


70
15
q26.3
100833003-100835108
−1.990568
6.52E−26


71
15
q26.3
101555153-101558598
−1.202154
1.99E−13
CNV_3982,








CNV_8807,








CNV_7087


72
16
q24.2
86529114-86536801
−1.129622
2.27E−16
CNV_3134,








CNV_30795


73
17
p13.3
2246758-2258130
−0.70325
4.76E−12
MNT, LOC284009,








CNV_67107


74
17
q25.2
72510034-72513509
−1.558487
2.02E−19
CNV_5336,








CNV_53066,








CNV_34522 . . .


75
17
q25.2
72541570-72547858
−1.030258
1.02E−15
CNV_5336,








CNV_53066,








CNV_34522 . . .


76
17
q25.3
74127687-74135747
−0.797471
3.04E−11


77
19
p13.3
5652790-5656012
−1.400095
3.53E−18
LONP1


78
19
p13.2
11589908-11592624
−0.988635
1.65E−10
ZNF627


79
19
p12
21094293-21098244
−2.160212
6.95E−20
ZNF714,








CNV_78137,








CNV_50112. . .


80
19
q13.11
37739553-37743272
−1.188304
2.87E−14
CNV_78177,








CNV_89217


81
19
q13.11
39810209-39814923
−1.252695
8.59E−15
CNV_73367


82
19
q13.32
52729604-52729663
−1.123367
6.31E−20
ZNF541


83
19
q13.33
56185087-56190375
−1.032553
3.03E−12


84
20
p12.3-p11.1
 8900134-26075841
0.575452
0
PLCB4, C20orf103,








PAK7 . . .


85
20
p11.21
23912869-23925414
−0.344259
2.48E−13
GGTLC1, CNV_5129


86
20
q11.21-q13.33
29652452-62911874
0.592922
0
ID1, COX4I2,








BCL2L1 . . .


87
20
q11.23
34796540-34803426
−0.243389
3.26E−11
NDRG3


88
20
q13.32
57462934-57470482
−0.379787
4.92E−14
CNV_67720


89
20
q13.33
61290383-61294386
−0.665497
9.88E−15
CNV_5347,








CNV_4106,








CNV_5144


90
21
q22.3
41510016-41514904
−1.296857
8.53E−13
BACE2


91
22
q11.21
20125513-20147529
−0.707834
1.98E−14
HIC2, CNV_31071,








CNV_4117 . . .


92
22
q13.32
47558995-47566106
−0.853665
1.76E−11
CNV_4134,








CNV_50883


93
X
p22.33
155819-169113
−1.326927
4.52E−52
PLCXD1, GTPBP6,








CNV_83235 . . .


94
X
p22.33
187113-190572
−1.064823
8.62E−18
CNV_67918


95
X
p22.33
699908-706191
−1.17171
2.02E−17
CNV_34411


96
X
p22.33
1562369-1566850
−1.091515
2.82E−15
P2RY8


97
X
p22.33
1820491-1831380
−1.061682
1.00E−11
CNV_67930,








CNV_33161,








CNV_4142


98
X
p22.33
2194563-2201252
−1.147887
5.04E−13
DHRSX, CNV_4142


99
X
p22.33
2309297-2310369
−1.404613
2.43E−12
DHRSX, CNV_4142


100
X
p22.33
2646756-2647777
−1.782833
8.15E−23
CD99, CNV_4142,








CNV_8292 . . .


101
X
p22.13
17789072-17792098
−1.216957
1.03E−14
RAI2, CNV_67948


102
X
q26.2
130912192-130913849
−1.27548
7.72E−16


103
Y
p11.32
105819-119113
−1.326927
8.24E−56
CNV_83894,








CNV_97143


104
Y
p11.32
 137113-140572
−1.064823
1.51E−16
PLCXD1


105
Y
p11.32
649908-656191
−1.17171
2.56E−16


106
Y
p11.32
1512369-1516850
−1.091515
2.99E−14
ASMTL


107
Y
p11.31
1770491-1781380
−1.061682
6.06E−11
CNV_33187


108
Y
p11.31
2144563-2151252
−1.147887
3.28E−12
DHRSX,








CNV_83906,








CNV_83907 . . .


109
Y
p11.31
2259297-2260369
−1.404613
1.02E−11
DHRSX


110
Y
p11.31
2596756-2597777
−1.782833
7.51E−22





Amp = Amplification


Del = Deletion






In the present invention, the induced malignant stem cell capable of in vitro proliferation may also have (1)(i) instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell. Microsatellites which are repeating sequences of one to several base pairs of DNA are regions that are prone to errors in the number of repetitions (repeats) during DNA replication. A dysfunction of the mismatch repair mechanism causes differences (variations) in the number of repeats in microsatellites between a tumor tissue and the normal tissue. This is called microsatellite instability (MSI). MSI is found in about 90% of the tissues of colon cancer diagnosed as Lynch syndrome (hereditary nonpolyposis colorectal cancer.) An instability of microsatellites is known to be caused by mutations in the germline of mismatch repair genes MLH1 gene, MSH2 gene, MSH6 gene, and PMS2 gene.


In the present invention, the induced malignant stem cell capable of proliferation in vitro may also have a karyotypic aberration or a chromosomal aberration. Such karyotypic or chromosomal aberrations are preferably ones that are related to carcinogenesis and may include chromosomal dislocations and deletions.


These karyotypic or chromosomal aberrations can be identified by a differential staining (G band) technique and multi-color FISH.


The starter somatic cell that may be used to prepare the induced malignant stem cell of the present invention which is capable of in vitro proliferation is characterized by being primary cultured cells or cells of fewer passages as prepared from a fresh cancer tissue or a non-cancer tissue that have been taken from a carcinogenic mammal. Examples of the fresh cancer tissue include those of solid cancers or carcinomas, as selected from among stomach cancer, colon cancer, breast cancer, kidney cancer, lung cancer, and liver cancer.


Gene Expression in Induced Malignant Stem Cells


In the present invention, the induced malignant stem cell capable of in vitro proliferation is characterized in that in addition to the specific genomic or epigenetic aberrations related to cancer that are mentioned in (1), it expresses one or more self-renewal related genes, as noted in (2). Hence, these genes (2) in the present invention shall be further explained below.


The genes referred to in (2) are marker genes for undifferentiated embryonic stem cells and they are genes (self-renewal related genes) by which the induced malignant stem cell of the present invention is specified to be a cell that has such a property that it can be subjected to extended passage culture as it remains an induced malignant stem cell that theoretically proliferates without limit and is practically capable of in vitro proliferation. These self-renewal related genes are known as genes that are characteristically expressed in pluripotent stem cells. Specifically, these self-renewal related genes include the ones listed in the following table:









TABLE 7







Marker genes for undifferentiated embryonic stem cells (condition (2))










GeneSymbol
GenbankAccession







ACVR28
NM_001106



CD24
L33930



CDH1
NM_004360



CYP26A1
NM_057157



DNMT3B
NM_175850



DPPA4
NM_018189



EDNRB
NM_003991



FLT1
NM_002019



GABRB3
NM_000814



GATA6
NM_005257



GDF3
NM_020634



GRB7
NM_005310



LIN28
NM_024674



NANOG
NM_024865



NODAL
NM_018055



PODXL
NM_005397



POU5F1
NM_002701



SALL4
NM_020436



SOX2
NM_003106



TDGF1
NM_003212



TERT
NM_198253



ZFP42
NM_174900



ZIC3
NM_003413










Among these genes, at least four genes, POU5F1 gene, NANOG gene, SOX2 gene, and ZFP42 gene, are preferably expressed in the induced malignant stem cell of the present invention which is capable of in vitro proliferation.


In the present invention, it is also preferred that, in addition to POU5F1 gene, NANOG gene, SOX2 gene, and ZFP42 gene, seven other genes, TDGF1 gene, DNMT3B gene, TERT gene, GDF3 gene, SALL4 gene, GABRB3 gene, and LIN28 gene are expressed, and in yet another preferred embodiment, all genes listed in Table 7 may be expressed, i.e., POU5F1 gene, NANOG gene, SOX2 gene, ZFP42 gene, ACVR2B gene, CD24 gene, CDH1 gene, CYP26A1 gene, DNMT3B gene, DPPA4 gene, EDNRB gene, FLT1 gene, GABRB3 gene, GATA6 gene, GDF3 gene, GRB7 gene, LIN28 gene, NODAL gene, PODXL gene, SALL4 gene, TDGF1 gene, TERT gene, and ZIC3 gene.


To ensure that the induced malignant stem cell of the present invention remains undifferentiated, it is essential that four genes, POU5F1 gene, NANOG gene, SOX2 gene, and ZFP42 gene, as selected from the group of genes listed in Table 7 should be expressed, and the more genes that are expressed, the more preferred.


In the present invention, the endogenous self-renewal related genes which are referred to in (2) above are preferably expressed in the induced cancer stem cells of the present invention in amounts ranging from one eighth to eight times, more preferably from one fourth to four times, most preferably from one half to twice, the amounts of the genes expressed in undifferentiated embryonic stem cells or induced pluripotent stem cells that serve as a control.


The above-mentioned undifferentiated embryonic stem cells that can be used as a control may be either one of hES_H9 (GSM 194390), hES_BG03 (GSM 194391), and hES_ES01 (GSM194392). Data for the expression of these genes can be downloaded from the database Gene Expression Omnibus [GEO](Gene Expression Omnibus [GEO], [online], [accessed on Jan. 28, 20100], Internet <http://www.ncbi.nlm.nih.gov/geo/>).


The induced malignant stem cells of the present invention can be subjected to expansion culture or passage culture for at least 3 days but they are induced malignant stem cells capable of in vitro proliferation that can effectively be proliferated for at least a month, half a year or even one year and longer; this means that they are theoretically capable of proliferation without limit.


Media to be Used and Culture Methods


Media for expansion culture or passage culture of the induced malignant stem cells of the present invention are not particularly limited as long as they permit the expansion culture or passage culture of embryonic stem cells, pluripotent stem cells, and the like; media suitable for the culture of embryonic stem cells, pluripotent stem cells, and the like are preferably used. Examples of such media include, but are not limited to, an ES medium [40% Dulbecco's modified Eagle medium (DMEM), 40% F12 medium (Sigma), 2 mM L-glutamine or GlutaMAX (Sigma), 1% non-essential amino acid (Sigma), 0.1 mM β-mercaptoethanol (Sigma), 15-20% Knockout Serum Replacement (Invitrogen), 10 μg/ml of gentamicin (Invitrogen), and 4-10 ng/ml of FGF2 factor]; a medium which is prepared by supplementing 0.1 mM β-mercaptoethanol and 10 ng/ml of FGF2 to a conditioned medium that is the supernatant of a 24-hr culture of mouse embryonic fibroblasts (hereinafter referred to as MEF) on an ES medium lacking 0.1 mM 3-mercaptoethanol (this medium is hereinafter referred to as MEF conditioned ES medium), an optimum medium for iPS cells (iPSellon), an optimum medium for feeder cells (iPSellon), StemPro (registered trademark) hESC SFM (Invitrogen), mTeSR1 (STEMCELL Technologies/VERITAS), an animal protein free, serum-free medium for the maintenance of human ES/iPS cells, named TeSR2 [ST-05860](STEMCELL Technologies/VERITAS), a medium for primate ES/iPS cells (ReproCELL), ReproStem (ReproCELL), and ReproFF (ReproCELL). For human cells, media suitable for culturing human embryonic stem cells may be used.


The techniques for effecting expansion culture or passage culture of the induced malignant stem cells of the present invention are not particularly limited if they are methods commonly used by the skilled artisan to culture embryonic stem cells, pluripotent stem cells, and the like. A specific example that may be given is the following: the medium is eliminated from the cells, which are washed with PBS(−); a dissociation solution is added and after standing for a given period, the dissociation solution is removed; after adding a D-MEM (high glucose) medium supplemented with 1× antibiotic-antimycotic and 10% FBS, the cells are subjected to centrifugation and the supernatant is removed; thereafter, 1× antibiotic-antimycotic, mTeSR1 and Y-27632 are added and the cell suspension is seeded on an MEF-seeded gelatin or collagen coat for effecting passage culture.


Preferably, FGF2 (bFGF) is further added to the above-mentioned media, and the preferred amount of addition ranges from 1 to 100 ng/mL. FGF2 (bFGF) is selected depending on the type of the somatic cell to be induced and there can be used FGF2 (bFGF) derived from human, mouse, bovine, equine, porcine, zebrafish, etc. What is more, the aforementioned pituitary gland extract, serum, LIF, Z-VAD-FMK, ALK5 inhibitor, PD032591, CHIR00921, etc. can be added.


Furthermore, inhibitors of Rho associated kinase (Rho-associated coiled coil containing protein kinase), such as Y-27632 (Calbiochem; water soluble) and Fasudil (HA 1077: Calbiochem) can also be added to the medium during passage.


Other inhibitors that can be added include: three low-molecular weight inhibitors of FGF receptor tyrosine kinase, MEK (mitogen activated protein kinase)/ERK (extracellular signal regulated kinases 1 and 2) pathway, and GSK (Glycogen Synthase Kinase) 3 [SU5402, PD184352, and CHIR99021], two low-molecular weight inhibitors of MEK/ERK pathway and GSK3 [PD0325901 and CHIR99021], a low-molecular weight compound as an inhibitor of the histone methylating enzyme G9a [BIX-01294 (BIX)], azacitidine, trichostatin A (TSA), 7-hydroxyflavone, lysergic acid ethylamide, kenpaullone, an inhibitor of TGF-β receptor 1 kinase/activin-like kinase 5 (ALK5) [EMD 616452], inhibitors of TGF-β receptor I (TGFBR1) kinase [E-616452 and E-616451], an inhibitor of Src-family kinase [EI-275], thiazovivin, PD0325901, CHIR99021, SU5402, PD184352, SB431542, anti-TGF-β neutralizing antibody, A-83-01, Nr5a2, a p53 inhibiting compound, siRNA against p53, an inhibitor of p53 pathway, etc.


Further, the induced malignant stem cells of the present invention can be frozen or thawed according to known methods. An exemplary method of freezing that may be used is the following: the medium is eliminated from the cells, which are washed with PBS(−); a dissociation solution is added and after standing for a given period, the dissociation solution is removed; after adding a D-MEM (high glucose) medium supplemented with 1× antibiotic-antimycotic and 10% FBS, the cells are subjected to centrifugation and the supernatant is removed; thereafter, a stock solution for freezing is added and the mixture is distributed into cryogenic vials, frozen overnight at −80° C. and thereafter stored in liquid nitrogen. An exemplary method of thawing is the following: the frozen sample is thawed in a thermostated bath of 37° C. and then suspended in a D-MEM (high glucose) medium supplemented with 1× antibiotic-antimycotic and 10% FBS before use.


To perform its expansion culture, the induced malignant stem cell of the present invention is preferably subjected to co-culture with feeder cells, where it is cultured on feeder cells using an embryonic stem medium that does not require feeder cells. A preferably used embryonic stem medium that does not require feeder cells is mTeSR1 (STEMCELL Technologies), a medium for human embryonic stem cells/human induced pluripotent stem cells, or ReproStem (ReproCELL) supplemented with 5-10 ng/mL of bFGF; both are serum-free media that permit culture under a condition that is free of feeder cells (MEF: mouse embryonic fibroblasts).


Medium is most preferably changed every day. In this case, passage culture is preferably performed once or twice a week using trypsin or collagenase or a mixture thereof.


To determine whether normal human iPS cells could be cultured by the above-described method of expansion culture or passage culture without causing in vitro artifact chromosomal aberrations, the present inventor performed karyotypic analyses using such a method as multi-color FISH or differential staining (G band). As a result, all of the normal human iPS cells were confirmed to have normal karyotypes, thus verifying that the culture methods described above are advantageous methods that enable an extended culture without causing any chromosomal aberration during culture. Therefore, if the malignant stem cells induced by the present invention are found to be of a normal karyotype, the starter somatic cell is also found to be of a normal karyotype. If the malignant stem cells induced by the present invention have a chromosomal aberration related to cancer, the chromosomal aberration related to cancer is found to originate from the starter somatic cell. Similarly, if the malignant stem cells induced by the present invention have an aberration related to cancer, the starter somatic cell may also be considered to have an aberration related to cancer.


Other media that are preferably used for expansion culture or passage culture of the induced malignant stem cells of the present invention include those which are suitable for the culture of embryonic stem cells or induced pluripotent stem cells. Examples of such media include an ES medium [40% Dulbecco's modified Eagle medium (DMEM), 40% F12 medium (Sigma), 2 mM L-glutamine or GlutaMAX (Sigma), 1% non-essential amino acid (Sigma), 0.1 mM [3-mercaptoethanol (Sigma), 15-20% Knockout Serum Replacement (Invitrogen), and 10 μg/ml of gentamicin (Invitrogen)]; an MEF conditioned ES medium which is the supernatant of a 24-hr culture of mouse embryonic fibroblasts (hereinafter referred to as MEF) on an ES medium supplemented with 5-10 ng/ml of FGF-2; an optimum medium for induced pluripotent stem cells (iPSellon); an optimum medium for feeder cells (iPSellon); StemPro (Invitrogen); an animal protein free, serum-free medium for the maintenance of human embryonic stem cells/induced pluripotent stem cells, named TeSR2 [ST-05860](STEMCELL Technologies/VERITAS). In particular, if somatic cells taken from a human are to be used, media suitable for culturing human embryonic stem cells may be mentioned as preferred examples.


It should be noted that if the above-described ES medium or any other medium that is not feeder-free is used, co-culture with feeder cells must be performed.


Furthermore, Y-27632 (Calbiochem; water soluble) or Fasudil (HA1077: Calbiochem), both being inhibitors of Rho associated kinase (Rho-associated coiled coil containing protein kinase), can also be added to the medium during passage.


Preferably, a fibroblast growth factor FGF2 (bFGF) is further added to the above-described media, and the preferred amount of addition ranges from 1 to 100 ng/mL. The fibroblast growth factor is selected depending on the type of the somatic cell to be induced and there can be used a fibroblast growth factor derived from human, mouse, bovine, equine, porcine, zebrafish, etc. What is more, fibroblast growth factors other than the aforementioned FGF2, a pituitary gland extract, serum, LIF, Z-VAD-FMK, ALK5 inhibitor, PD032591, CHIR00921, etc. can be added.


Furthermore, it is preferred to supplement the media with neutralizing antibodies such as IGF-II inhibitors, anti-IGF-II antibodies, anti-IGF-R1 antibodies, anti-TGF-β1 antibodies, and anti-activin A antibodies, and in particular, if the induced malignant stem cell of the present invention expresses IGF-II gene, IGF-R1 gene, TGF-β1 gene, or activin A gene in high yield, addition of these components is preferred for the purpose of maintaining the proliferation of the induced malignant stem cell of the present invention.


Other inhibitors that can be added include: three low-molecular weight inhibitors of FGF tyrosine kinase receptor, Mek (mitogen activated protein kinase)/Erk (extracellular signal regulated kinases 1 and 2) pathway, and GSK3 [SU5402, PD184352, and CHIR99021 (products of Axon Medchem: Cat no. 1386)]; a low-molecular weight inhibitor of FGF receptor [PD173074]; a low-molecular weight inhibitor of Mek pathway [PD0325901]; a low-molecular weight inhibitor of GSK3 [BIO]; 7-hydroxyflavone; lysergic acid ethylamide; kenpaullone; an inhibitor of TGF-β receptor I kinase/activin-like kinase 5 (Alk5 inhibitor) [EMD 616452, A-83-01 (products of Sigma Aldrich: Cat no. A5480)]; an inhibitor of TGF-β receptor 1 (TGFBR1) kinase [E-616451]; an inhibitor of Src-family kinase [EI-275]; thiazovivin; SB431542; Nr5a2, etc.


The techniques for effecting expansion culture or passage culture of the induced malignant stem cells of the present invention are not particularly limited if they are methods commonly used by the skilled artisan to culture embryonic stem cells or induced pluripotent stem cells. A specific preferred example that may be given is the following: the medium is eliminated from the cells, which are washed with PBS(−); a dissociation solution is added and after standing for a given period, the dissociation solution is removed; after adding a D-MEM (high glucose) medium supplemented with 1× antibiotic-antimycotic and 10% FBS, the cells are subjected to centrifugation and the supernatant is removed; thereafter, 1× antibiotic-antimycotic, mTeSR1 and Y-27632 are added and the cell suspension is seeded on an MEF-seeded gelatin coat for effecting passage culture.


Further, the induced malignant stem cells of the present invention can be frozen or thawed according to known methods. An exemplary preferred method of freezing that may be used is the following: the medium is eliminated from the cells, which are washed with PBS(−); a dissociation solution is added and after standing for a given period, the dissociation solution is removed; after adding a D-MEM (high glucose) medium supplemented with 1× antibiotic-antimycotic and 10% FBS, the cells are subjected to centrifugation and the supernatant is removed; thereafter, a stock solution for freezing is added and the mixture is distributed into cryogenic vials, frozen overnight at −80° C. and thereafter stored in liquid nitrogen. An exemplary preferred method of thawing is the following: the frozen sample is thawed in a thermostated bath of 37° C. and then suspended in a D-MEM (high glucose) medium supplemented with 1× antibiotic-antimycotic and 10% FBS before use.


Method of Producing Induced Malignant Stem Cells


In its second aspect, the present invention provides a process for producing the above-described induced malignant stem cell capable of in vitro proliferation, which is characterized by performing an induction step in which a starter somatic cell prepared from a fresh cancer tissue or a non-cancer tissue taken from a carcinogenic mammal is brought to such a state that the genetic product or products of one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene are present within said starter somatic cell.


To state in detail, the starter somatic cell is prepared by shredding the fresh cancer tissue with scissors and treating the same with collagenase and seeded on a culture dish coated with Matrigel and, one day later, exogenous human genes, OCT3/4 gene, SOX2 gene, KLF4 gene, c-Myc gene, (LIN28 gene and NANOG gene) are transduced using a Sendai viral vector (preferably by a method that realizes long-term expression without changing the genomic sequence of the starter cell). One day after the gene introduction, a co-culture with mouse embryonic fibroblasts (MEF) as feeder cells is performed using ReproStem plus bFGF (5-10 ng/mL) which is a medium for human embryonic stem cells/induced pluripotent stem cells for 1-2 months (medium changed every 1-3 days, and MEF seeded every 7-10 days), whereupon colonies of induced malignant stem cells appear. Each colonies are transferred to one well, for example, in a 24-well plate and, 7-14 days later, transferred to a 6-well plate. An additional 5-10 days later, the cells were passaged to a culture dish having a diameter of 10 cm for further culture. After reaching sub-confluency, an additional 1-3 passaging procedure is performed. Thereafter, a culture is performed under a condition free of feeder cells on a culture dish coated with Matrigel or the like to thereby prepare induced malignant stem cells.


This process is characterized in that the starter somatic cell is brought to such a state that the genetic product or products of one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene are present within said starter somatic cell. As a result, the genes under (2) above (self-renewal related genes) which are inherent in said starter somatic cell are expressed, whereupon the induced malignant stem of the present invention is eventually induced. The term “bringing the starter somatic cell to such a state” should be understood as a comprehensive concept that covers not only the case of modifying the cell to have such a state but also the case of selecting a cell that has been brought to such a state and conditioning the same.


The phrase as used herein which reads “the genetic product or products of one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene” refers to either the respective genes, their RNAs, or the proteins therefrom.


The induced malignant stem cell of the present invention is characterized in that the genomic or epigenetic aberration related to cancer that was inherent in the starter somatic cell from which it originates, such as (a) an aberration of methylation (high or low degree of methylation) of a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA, (b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA, (c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene, (d) abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA, (e) abnormal expression of an endogenous cancer-related protein, (f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism), or (g) an aberration of endogenous cancer-related sugar chain, is inherited intact by said induced malignant stem cell. Hence, the somatic cell that serves as the starter must be a starter somatic cell prepared from a fresh cancer tissue or a non-cancer tissue taken from a carcinogenic mammal having these genomic or epigenetic aberrations related to cancer.


The mammal from which said starter somatic cell is to be taken is not particularly limited as long as it is a mammal and may be exemplified by rat, mouse, guinea pig, dog, cat, porcine such as minipig, bovine, equine, primates such as monkeys including a cynomolgus monkey, and human, with rat, mouse, guinea pig, dog, cat, minipig, equine, cynomolgus monkey, and human being preferred, and human is used with particular preference.


The nonembryonic starter somatic cell to be used in the present invention may be somatic cells taken from a fresh cancer tissue of a solid cancer or a fresh cancer tissue of a carcinoma. Specific examples include, but are not limited to, a fresh cancer tissue of the brain, a fresh cancer tissue of the liver, a fresh cancer tissue of the esophagus, a fresh cancer tissue of the stomach, a fresh cancer tissue of the duodenum, a fresh cancer tissue of the small intestine, a fresh cancer tissue of the large intestine, a fresh cancer tissue of the colon, a fresh cancer tissue of the pancreas, a fresh cancer tissue of the kidney, a fresh cancer tissue of the lung, a fresh cancer tissue of the mammary gland, a fresh cancer tissue of the skin, and a fresh cancer tissue of the skeletal muscle. It is particularly preferred to use a fresh cancer tissue selected from among stomach cancer, large intestine cancer, breast cancer, kidney cancer, lung cancer, and liver cancer. Most of these fresh cancer tissues or non-cancer tissues are readily available as medical waste, typically during operation in cancer therapy.


Since it is difficult to isolate only cancer cells from a tissue, cells in a cancer tissue which is substantially made up of cancer cells are preferably used in practice. Another option is to use cells in a non-cancer tissue that might contain cancer cells, though in very small amounts.


In the present invention, the tissue taken from a mammal is most preferably used as soon as possible, but if necessary, for the purpose of, such as transportation, it may be chilled in a stock solution such as Hank's balanced salt solution supplemented with an antibiotic and an antimycotic and stored for up to about 24 hours before use. If the tissue is not to be used immediately after being taken, the cells may be frozen until they are thawed just before use.


Alternatively, the starter somatic cell may be used after culture for a short period. The fewer the days of culture of the starter somatic cell to be used, the more preferred. The medium to be used should be one that is suitable for the specific type of cells to be cultured. For culturing endodermal cells, media for endodermal cells, epithelial cells and the like, or the above-mentioned media for embryonic stem cells or induced pluripotent stem cells may be used. In the case of human cells, media for humans are preferably used. Examples that may be used are commercial media for primary culturing of human cells. However, since the starter somatic cell is cultured for relatively a short period, it is also possible to perform culture in a conventional serum-containing medium, such as a 10% fetal bovine serum containing Dulbecco's modified Eagle medium.


Since the nature of a cell usually changes as the number of passages increases, it is preferred in the present invention to use primary cultured cells or cells that have been subjected to culture between one to four passages, and it is more preferred to use primary cultured cells or cells that have been subjected to culture through one to two passages. It is most preferred to use primary cultured cells.


The term “primary culture” as used herein means culturing immediately after somatic cells are taken from a mammal; primary cultured cells (P0), when subjected to one passage culture, give rise to cells of a first passage culture (P1) which in turn may be subjected to one more passage culture, giving rise to cells of a second passage culture (P2).


In the above-described induction step of the process for producing the induced malignant stem cell of the present invention, it suffices that the starter somatic cell is brought to such a state that the genetic product or products of one to six genes as selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene are present within said starter somatic cell; methods of achieving this state include, but are not limited to, ones that are known as techniques for generating induced pluripotent stem cells.


In the above-described induction step of the process for producing the induced malignant stem cell of the present invention, genes that may be used to elevate the intensity of expression of one to six genes as selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene are the one to six genes per se that are selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene. If one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene have not been sufficiently expressed in the starter somatic cell, the insufficient genes or genetic products thereof are transduced into the same cell; alternatively, if one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene have been expressed in the starter somatic cell, other genes or genetic products thereof may be transduced in place of said one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene.


The gene symbols for POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene, as well as the corresponding Genbank accession numbers are given in the following table.









TABLE 8







Genes characterizing induced pluripotent stem cells (condition (2))










GeneSymbol
GenBank Accession No.







POU5F1
NM_002701



SOX2
NM_003106



c-Myc
NM_002467



KLF4
NM_004235



LIN28
NM_024674



NANOG
NM_024865










The induced malignant stem cell of the present invention can also be induced by transducing genes that are capable of establishing induced pluripotent stem cells, as exemplified by POU5F1 gene, SOX2 gene, c-MYC gene, KLF4 gene, LIN28 gene, NANOG gene, OCT gene family, SOX gene family, Myc gene family, KLF gene family, TBX3 gene, PRDM14 gene, L-MYC gene, N-MYC gene, SALL1 gene, SALL4 gene, UTF1 gene, ESRRB gene, NRSA2 gene, REM2 GTPase gene, TCL-1A gene, the Yes-associated protein (YAP) gene, the E-cadherin gene, the p53 dominant negative mutant gene, p53shRNA gene, Glis1 gene, Rarg gene, etc.


By transducing the above-mentioned genes (e.g. POU5F1 gene, SOX2 gene, c-MYC gene, KLF4 gene, LIN28 gene, and NANOG gene) so that the starter somatic cell is brought to such a state that their genetic products are present therein, the genetic products of such genes as POU5F1 gene, SOX2 gene, c-MYC gene, KLF4 gene, LIN28 gene, and NANOG gene which are present in the cell will induce the expression of the group of endogenous self-renewal related genes, such as POU5F1 gene (OCT3/4 gene), SOX2 gene, LIN28 gene, KLF4 gene, and NANOG gene, whereupon the cell starts self-renewal.


A plausible mechanism for this event is that when DNA binding transcription activating factors such as POU5F1 gene, SOX2 gene, c-MYC gene, KLF4 gene, LIN28 gene, and NANOG gene bind to a target gene, transcription activators such as PCAF and CBP/p300 are recruited. These transcription activators have histone acetylating enzyme (HAT) activity and acetylate histones in the neighborhood. It is speculated that when the amino group of the lysine residue in a histone is acetylated, the positive charge on the amino group is neutralized, weakening the interaction between nucleosomes. Being triggered by this acetylation, chromatin remodeling factors would be recruited to induce chromatin remodeling, whereupon transcription is started by a basic transcription factor and RNA polymerase.


Transduction of Genetic Products into the Induced Malignant Stem Cells


Methods by which one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene, as well as proteins, mRNAs or the like that are genetic products of these genes and which are substitutes for these genes can be transduced into the aforementioned starter somatic cell include, but are not limited to, those which are known as induction techniques for giving rise to induced pluripotent stem cells.


The methods that can be used to transduce the starter somatic cell with one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene are not particularly limited if they are known methods, and it is possible to use various vectors including viral vectors, plasmids, human artificial chromosomes (HAC), episomal vectors (EBV), mini-circle vectors, polycistronic expression vectors, vectors as an application of the Cre/loxP system, vectors making use of a phage integrase, and a transposon such as a piggyback.


Viral vectors that can be used to transduce genes into the somatic cell include lentiviral vectors, retroviral vectors, adenoviral vectors. Sendai virus vectors, etc. The most preferred viral vector is Sendai virus vectors. Sendai virus vectors, which are capable of prolonged expression of self-replication genes without changing the genomic sequence of the starter cell (with no RNA gene in the virus being inserted into the cellular genome), are advantageous for the purpose of identifying any somatic mutation in the induced malignant stem cell as prepared.


Viral vector plasmids that can be used may be of any known types of viral vector plasmids. Examples of preferred retroviral vector plasmids are pMXs, pMXs-IB, pMXs-puro, and pMXs-neo (pMXs-IB being prepared by replacing the puromycin resistance gene in pMXs-puro with a blasticidin resistance gene) [Toshio Kitamura et. al., “Retrovirus-mediated gene transfer and expression cloning: Powerful tools in functional genomics”, Experimental Hematology, 2003, 31(11):1007-14], and other examples include MFG [Proc. Natl. Acad. Sci. USA, 92, 6733-6737 (1995)], pBabePuro [Nucleic Acids Research, 18, 3587-3596 (1990)], LL-CG, CL-CG, CS-CG, CLG [Journal of Virology, 72, 8150-8157 (1998)], etc. Adenoviral vector plasmids that can be used include pAdex1 [Nucleic Acids Res., 23, 3816-3821 (1995)], etc. Sendai virus vectors that are preferably used are vectors of DNAVEC Corporation that harbor POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, or NANOG gene.


If a recombinant viral vector plasmid is deficient of at least one of the genes encoding the proteins necessary for virus packaging, a packaging cell may be used that is capable of compensating for that lacking protein, and examples are packaging cells based on human kidney derived HEK293 cells or mouse fibroblast cells HIH3T3. PLAT-A cells and PLAT-GP cells are preferably used as the packaging cells based on HEK293 cells.


The proteins to be compensated by packaging cells depend on the type of the viral vector to be used; in the case of a retrovial rector, retrovirus-derived proteins such as gag, poi, and env may be mentioned as examples; in the case of a lentiviral vector, HIV virus-derived proteins such as gag, pol, env, vpr, vpu, vif, tat, rev, and nef may be mentioned; and in the case of an adenoviral vector, adenovirus-derived proteins such as E1A and E1B may be mentioned.


Recombinant viral vectors can be produced by introducing the above-mentioned recombinant viral vector plasmids into the above-described packaging cells. The methods for introducing the viral vector plasmids into the packaging cells are not particularly limited if they are of known types and examples are gene transfer methods such as the calcium phosphate method (JP Hei 2-227075 A), lipofection [Proc. Natl. Acad. Sci., USA, 84,7413 (1987)], and electroporation. In the present invention, it is particularly preferred to use transfection agents such as FuGENE HD (Roche) and FuGENE6 (Roche).


If desired, the genes of interest may be transduced using plasmids, transposon vectors, episomal vectors, etc. in place of the above-mentioned viral vectors.


In the aforementioned induction step, in order to increase the efficiency of induction to the induced malignant stem cell, compounds that are known to give rise to induced pluripotent stem cells may further be added to the culture media used to give rise to the induced malignant stem cell of the present invention, and these compounds are exemplified by inhibitors including: three low-molecular weight inhibitors of FGF receptor tyrosine kinase, MEK (mitogen activated protein kinase)/ERK (extracellular signal regulated kinases 1 and 2) pathway, and GSK (Glycogen Synthase Kinase) 3 [SU5402, PD184352, and CHIR99021]; two low-molecular weight inhibitors of MEK/ERK pathway and GSK3 [PD0325901 and CHIR99021]; a low-molecular weight compound as an inhibitor of the histone methylating enzyme G9a [BIX-01294 (BIX)], azacitidine, trichostatin A (TSA), 7-hydroxyflavone, lysergic acid ethylamide, kenpaullone, an inhibitor of TGF-β receptor I kinase/activin-like kinase 5 (ALK5) [EMD 616452], inhibitors of TGF-β receptor 1 (TGFBR1) kinase [E-616452 and E-616451], an inhibitor of Src-family kinase [EI-275], thiazovivin, PD0325901, CHIR99021, SU5402, PD184352, SB431542, anti-TGF-3 neutralizing antibody, A-83-01, Nr5a2, a p53 inhibiting compound, siRNA against p53, an inhibitor of p53 pathway, etc. If necessary, hypoxic culture may be performed to achieve efficient induction of the induced malignant stem cell of the present invention.


It is also possible to use microRNAs for the purpose of increasing the efficiency of induction to the induced malignant stem cell. Any methods commonly applied by the skilled artisan may be employed and a specific example is the introduction of microRNAs into the cells of the aforementioned mammals using expression vectors or the addition of microRNAs to media.


The method of using microRNAs for the purpose of increasing the efficiency of induction to the induced malignant stem cell may be exemplified by: the use of a miR-130/301/721 cluster; the use of a miR-302/367 cluster; the removal of miR-21 and miR-29a; the use of miRNA in mir-200c, mir-302 s and mir-369 s families; the use of miR-302b and miR-372; the use of two miRNA clusters, mir-106a-363 cluster and mir-302-367 cluster, especially the use of mir-302-367 cluster; and the use of miR-17-92 cluster, miR-106b-25 cluster, and miR-106a-363 cluster. The methods of using these microRNAs may be used either singly or in combination of two or more kinds.


Information about these microRNAs is accessible from the website of miRBase (http://www.mirbase.org/). Relating to the information on this website, accession numbers of miRBase are parenthesized.


In the step of induction to the induced malignant stem cell, the addition of the aforementioned genes may be combined with the use of the following fibroblast growth factors: FGF1 (aFGF), FGF2 (bFGF), FGF3, FGF4, FGF5, FGF6, FGF7 (KGF), FGF8, FGF9, FGF10, FGF 1, FGF12, FGF13, FGF14, FGF15, FGF6, FGF17, FGF18, FGF19, FGF20, FGF21, FGF22, FGF23, and FGF24. The fibroblast growth factors that may be used with particular preference are FGF1 (aFGF), FGF2 (bFGF), FGF4, and FGF7 (KGF). These fibroblast growth factors are selected in accordance with the species of the somatic cell to be induced and examples that can be used are the fibroblast growth factors derived from human, mouse, bovine, equine, porcine, zebrafish, etc.


In the present invention, it is preferred that the medium used in the step where the somatic cell isolated from the aforementioned mammal is induced to the induced malignant stem cell capable of in vitro proliferation contains at least one of the aforementioned fibroblast growth factors added thereto, and this component is preferably added to the medium in amounts of about 1-100 ng/mL.


Aside from the fibroblast growth factors, pituitary extract, serum, LIF, Z-VAD-FMK, etc. can also be used. LIF is preferably added to the medium in about 10-10,000 units and serum is preferably added to make 2-20% of the medium.


In particular, Z-VAD-FMK which is a cell-permeable, general caspase inhibitor irreversibly binds to the catalytic site of each caspase so as to inhibit the induction of apoptosis; hence, it is preferably added to the medium to give a final concentration of 0.1-100 μM.


It is also preferred to add a neutralizing antibody to the medium, as exemplified by IGF-II inhibitor, anti-IGF-II antibody, anti-IGF-R1 antibody, anti-TGF-β1 antibody, or anti-activin A antibody; particularly in the case where such a gene as IGF-II gene, IGF-R1 gene, TGF-β1 gene, or activin A gene is highly expressed in the induced malignant stem cell of the present invention, addition of the above-mentioned component is preferred for the purpose of maintaining the proliferation of the induced malignant stem cell.


The agent that may also be added to the medium is exemplified by the following: low-molecular weight inhibitors of each of FGF tyrosine kinase receptor, Mek/Erk pathway, and GSK, respectively [SU5402, PD184352, and CHIR99021]; a low-molecular weight inhibitor of FGF receptor [PD173074]; a low-molecular weight inhibitor of Mek pathway [PD0325901]; a low-molecular weight inhibitor of GSK3 [BIO]; 7-hydroxyflavone; lysergic acid ethylamide; kenpaullone; inhibitors of TGF-β receptor I kinase/activin-like kinase 5 (ALK5 inhibitor) [EMD 616452, A-83-01]; an inhibitor of Tgf-β receptor 1 (Tgfbr1) kinase [E-616451]; an inhibitor of Src-family kinase [EI-275]; thiazovivin; SB431542; Nr5a2; Y-27632; and fasudi1.


If necessary, hypoxic culture may be performed to achieve efficient induction for giving rise to the induced malignant stem cell of the present invention.


It should, however, be noted that low-molecular weight compounds that directly act upon epigenetic modification (DNA methylation and histone modification), as exemplified by lysine specific demethylating enzyme 1 inhibitor, methyltransferase [G9a] inhibitor, DNA methylating enzyme (Dnmt) inhibitor, and histone deacetylating enzyme (HDAC) inhibitor, are not preferably added to the medium because they change the epigenetic modification of the starter cell. The lysine specific demethylating enzyme 1 inhibitor may be exemplified by Parnate (also called tranylcypromin); the methyltransferase [G9a] inhibitor may be exemplified by BIX-01294; the DNA methylating enzyme (Dnmt) inhibitor may be exemplified by 5-azacitidine, RG108, and 5-aza-deoxycitidine (5-AZA); the histone deacetylating enzyme (HDAC) inhibitor may be exemplified by suberoylanilide hydroxamic acid (SAHA), trichostatin A, valproic acid (VPA), and sodium butyrate (NaB).


Specifically, butyric acid, as well as the five low-molecular weight chromatin modifying substances (i.e., 5-aza-deoxycitidine (5-AZA), RG108, BIX-01294, valproic acid (VPA), and sodium butyrate (NaB)) should preferably not be added since they change the epigenetic modification of the starter cell.


In the step of induction for giving rise to the induced malignant stem cell, culture is performed using media suitable for the culture of embryonic stem cells or induced pluripotent stem cells. Such media include the ES medium, MEF-conditioned ES medium, optimum medium for induced pluripotent stem cells, optimum medium for feeder cells, StemPro, animal protein free, serum-free medium for the maintenance of human embryonic stem cells/induced pluripotent stem cells, named TeSR2 [ST-05860], etc. that have been enumerated as typical examples of the medium for culturing the induced malignant stem cell of the present invention; it is particularly preferred to use the MEF-conditioned ES medium. If somatic cells isolated from humans are used, media suitable for the culture of human embryonic stem cells are preferably used.


If the derived cell is not a fibroblast, for example, in the case of using epithelial cells such as somatic cells derived from patients with stomach or colon cancer, co-culture is preferably performed using feeder cells seeded after gene transduction.


In addition to the above-described induction step, the process for producing the induced malignant stem cell of the present invention may further include the step of sorting a single cell in one well and proliferating the same. In this step, cells, either stained or not stained with any one specific antibody selected from the group consisting of an anti-ALB antibody, an anti-FABP1 antibody, an anti-IGF-II antibody, an anti-DLK1 antibody, an anti-PDGFR α antibody, an anti-VEGFR2 antibody, an anti-E-cadherin antibody, an anti-CXCR4 antibody, an anti-PDGFR β antibody, an anti-cadherin 11 antibody, an anti-CD34 antibody, and an anti-IGF-R1, are proliferated with a single cell being sorted in one well.


In an exemplary method, the induced malignant stem cells of the present invention are stained with one of specific antibodies against the E-cadherin and so on and, then, using PERFLOW™ Sort (Furukawa Electric Co., Ltd.), the specific antibody stained cells are single cell-sorted on a 96-well plate or the like such that one cell is contained in one well. It is also possible to use unstained cells instead of the cells stained with the specific antibody.


The process for producing the induced malignant stem cell of the present invention may further include a selection step in which the malignancy or a specific marker of the induced malignant stem cell capable of in vitro proliferation is identified to select the cell of interest.


The term “malignancy” as used herein refers to various properties of cancer cells such as those which are associated with their ability to proliferate without limit, infiltration, metastasis, resistance, and recurrence. The term “specific marker” refers to any one of the genomic or epigenetic aberrations (1)(a) to (1)(g) that are related to cancer. These genomic or epigenetic aberrations (1)(a) to (1)(g) that are related to cancer are detected and identified by the methods already described above.


The aforementioned step of identifying and selecting the malignancy or specific marker is performed in such a way that the induced malignant stem cell of the present invention obtained by induction treatment of a non-embryonic starter somatic cell isolated from a carcinogenic mammal that has any one of the genomic or epigenetic aberrations (1) (a) to (1)(g) which are related to cancer is compared with an induced pluripotent stem cell as induced from a reference somatic cell isolated from a mammal, or an undifferentiated embryonic stem cell. As regards the aberration in genome, it should be noted that a genomic aberration (e.g. somatic mutation) in the induced malignant cell of the present invention which has been obtained by induction treatment may be compared with the genome of a cell group (such as a group of corpuscular cells) before induction treatment which are mostly made of normal cells or one of the reference sequences registered in a public database (e.g. NCBI GeneBank). The induced malignant stem cell is theoretically a clonal cell and has a somatic mutation of a tumor suppressor gene in an endogenous genomic DNA derived from a single cancer cell or a somatic mutation in an endogenous cancer-related gene.


The above-mentioned reference somatic cell isolated from a mammal is not particularly limited if it is a somatic cell isolated from various tissues of the mammal at various stages. Such various mammalian tissues may be exemplified by the various tissues listed earlier as examples of the tissues from which the starter somatic cell is obtained and used to prepare the aforementioned induced malignant stem cell of the present invention.


The above-mentioned reference somatic cell isolated from a mammal may be a normal cell in a healthy individual, a normal cell derived from a healthy neonate (either animal or human), or a normal cell derived from a healthy neonatal (either animal or human) skin; moreover, even somatic cells in a carcinogenic mammal can be used if they are non-cancer cells that are substantially free of aberrations or normal cells in the carcinogenic individual. It is especially preferred to use those somatic cells which are derived from healthy individuals, neonates (either animal or human), or neonatal (either animal or human) skins since these are considered to be substantially free of the various aberrations that are found in the starter somatic cell to be used in the present invention.


It should be noted here that since it is difficult to select only a single normal cell or non-cancer cell from a tissue and isolate the same to prepare an iPS cell, a cell group that is recognized to be a normal tissue is used in practice.


If the starter somatic cell is a cancer cell in a carcinogenic mammal, a normal or a non-cancer cell in the same individual as the carcinogenic mammal is preferably used as the aforementioned reference somatic cell isolated from a mammal. In particular, if a normal cell and a non-cancer cell isolated from the same organ in the same individual are used, the difference in malignancy between these two cells (i.e., the starter somatic cell and the reference somatic cell) is distinct because of the commonality of the features that are unique to the individual or organ. Hence, the above-described step of making comparison with the tissue of the same individual as the one from which the starter somatic cell has been isolated does more than identifying the malignancy or specific marker of the induced malignant stem cell; it also serves as a useful analysis tool that may be applied to identify carcinogenic mechanisms and its utility even covers use as a method of screening for a target in the discovery of cancer therapeutic drugs (for details, see below.)


As already noted, it is difficult to isolate only a single cell from a tissue, so a cell group in a normal tissue or a non-cancer tissue in a carcinogenic mammal is used in practice.


As in the case of the starter somatic cell, the reference somatic cell isolated from a mammal is preferably a somatic cell in a fresh tissue or a frozen tissue.


The mammal from which the reference somatic cell is to be isolated is preferably a human and, in a particularly preferred case, it is the same as the individual from which the starter somatic cell has been isolated.


In addition, the induced pluripotent stem cell as induced from the reference somatic cell isolated from a mammal is not particularly limited if it been induced from the above-described reference somatic cell isolated from a mammal, but those which are obtained by the same method of induction (in such terms as the genetic set and culture medium) as employed to give rise to the induced malignant stem cell of the present invention are preferably used.


In addition, the induced pluripotent stem cell as induced from the reference somatic cell isolated from a mammal is not particularly limited if it has been prepared by known methods of giving rise to induced pluripotent stem cells, but those which are obtained by the same method of induction as employed to give rise to the induced malignant stem cell of the present invention are preferably used. Other examples that can be used include: the induced pluripotent stem cells that are described in Patent Documents 1 and 2, as well as in “Methods of establishing human iPS cells”, Center for iPS Cell Research and Application, Institute for Integrated Cell-Material Sciences, Kyoto University, CiRA/M&M, p. 1-14, 2008, 7.4; induced pluripotent stem cells that are available from known supply sources such as RIKEN BioResource Center and Kyoto University; and known gene expression data for induced pluripotent stem cells that are available from the aforementioned Gene Expression Omnibus [GEO].


Further in addition, undifferentiated embryonic stem cells can also be used as the reference for comparison and any such cells that have been prepared by known methods can be used. It is also possible to use undifferentiated embryonic stem cells as obtained by the methods descried in Thomson J A et al., “Embryonic stem cell lines derived from human blastocysts”, Science, 1998 Nov. 6, 282 (5391): 1145-7, Erratum in Science, 1998 Dec. 4, 282 (5395): 1827 and Hirofumi Suemori et al., “Efficient establishment of human embryonic stem cell lines and long term maintenance with stable karyotype by enzymatic bulk passage”, Biochemical and Biophysical Research Communications, 345, 926-32 (2006)); undifferentiated embryonic stem cells as available from known supply sources such as RIKEN BioResource Center and Institute for Frontier Medical Sciences, Kyoto University; and known gene expression data such as hES_H9 (GSM194390), hES_BG03 (GSM194391), and hES_ES01 (GSM194392). These gene expression data are available from the aforementioned Gene Expression Omnibus [GEO].


The aforementioned step of identifying and selecting the malignancy or specific marker is such that both the cell obtained by subjecting the starter somatic cell to induction treatment and the induced pluripotent stem cell as induced from the reference somatic cell isolated from a mammal or an undifferentiated embryonic stem cell are subjected to genomic analysis, epigenome analysis, transcriptome analysis, proteome analysis, cell surface antigen analysis, sugar chain analysis (glycome analysis), metabolic analysis (metabolome analysis), post-analysis following transplanting into laboratory animal, and the like, and the malignancy or specific marker of the induced malignant stem cell is identified on the basis of the results of these analyses and if identified as “malignant”, it is selected as the induced malignant stem cell of the present invention.


Therefore, if the induced malignant stem cell capable of in vitro proliferation that has been prepared by the method of the present invention is subjected to omics analyses (genomic analysis, epigenome analysis, transcriptome analysis, proteome analysis, glycome analysis, and metabolome analysis), there can be identified a methylator phenotype, a mutator phenotype, a driver mutation, or a target in the discovery of cancer therapeutic drugs, all being characteristic of cancer. Such cancer-characteristic methylator phenotype, mutator phenotype, driver mutation, or target in the discovery of cancer therapeutic drugs can be used to screen for pharmaceutical candidates such as low-molecular weight compounds, antibodies or siRNAs and, consequently, pharmaceutical candidates can be provided.


The term “genomic analysis” as used hereinabove means an analysis that determines all genomic nucleotide sequences in a particular species of organism. Specifically, the entire nucleotide sequences in the genome are determined and all genes described in the genome are identified to eventually determine the amino acid sequences. To determine the entire nucleotide sequences in the genome, analysis is performed by genome sequencing and other techniques.


If mutations are noted and identified in genes that have such properties as are associated with the ability of cancer cells to proliferate without limit, infiltration, metastasis, resistance, and recurrence, the induced malignant stem cell of the present invention is selected as such. It suffices for the purposes of the present invention that mutations are noted in oncogenes, tumor suppressor genes, or genes having such properties as are associated with the ability of cancer cells to proliferate without limit, infiltration, metastasis, resistance, and recurrence, and there is no need to perform analysis for the entire genome.


Epigenome analysis refers to analyses for DNA methylation and histone modification, which are chemical modifications that do not directly affect the DNA of genes but alter the expression of genes.


The induced malignant stem cell of the present invention can also be selected as such if, in comparison with the reference cell, abnormal expression is noted and identified in genes having such properties as are associated with the ability of cancer cells to proliferate without limit, infiltration, metastasis, resistance, and recurrence, or in cancer-related genes or tumor suppression-related genes.


Transcriptome analysis refers to the analysis of all mRNAs (or the primary transcripts) that are found in a single organism cell or proliferated, similarly differentiated cells of organism under given biological conditions of cell. Since mRNA generates various abberations on account of accumulating extracellular effects that occur in the process of development, transcriptome analysis makes it possible to determine the properties of the current cell in detail. Specifically, transcriptome analysis is performed using microarrays and the like.


For example, the induced malignant stem cell of the present invention can be selected as such if mRNAs involved in the ability of cancer cells to proliferate without limit, infiltration, metastasis, resistance, and recurrence, or mRNAs corresponding to mutated oncogenes, mRNAs corresponding to mutated tumor suppressor genes, or mRNAs corresponding to cancer-related genes are found in said cell in greater amounts than in the reference cell.


Proteome analysis refers to a large-scale analysis of proteins that specifically relates to their structures and functions and it analyzes the set of all proteins that a certain organism has or the set of all proteins that a certain cell expresses at a certain moment.


For example, the induced malignant stem cell of the present invention can be selected as such if, after separately culturing the induced malignant stem cell and the reference cell, an analysis of the proteins extracted after secretion from the respective cells shows that proteins involved in the ability of cancer cells to proliferate without limit, infiltration, metastasis, resistance, and recurrence are found in the induced malignant stem cell in greater amounts than in the reference cell.


Cell surface antigen analysis involves analyzing various molecules, commonly called surface antigens or surface markers, which are made of proteins or glycoproteins that are expressed on the cell surface.


For example, the induced malignant stem cell of the present invention can be selected as such if a cell surface antigen analysis shows that surface antigens specific to cancer cells are expressed in it.


Sugar chain analysis (glycome analysis) involves analyzing sugar chains that cover like fuzzy hairs the entire surface of proteins or lipids that are found on the cell membrane at the cell surface. Unlike ordinary saccharides, sugar chains make up the sugar moiety of a glycoconjugate (composed of glycoproteins, glycolipids, and proteoglycans.) These sugar chains are composed of sialic acid, glucose, galactose, mannose, fucose, N-acetylgalactosamine, N-acetylglucosamine, etc.


For example, the induced malignant stem cell of the present invention can be selected as such if sugar chains specific to cancer cells are found in it as the result of a sugar chain analysis (glycome analysis).


Metabolome analysis means comprehensive analysis of metabolites and generally involves the separation and identification of organic compounds (metabolites) by chromatography, spectrometer, or other measurement instruments. The induced malignant stem cell of the present invention can be selected as such if, after separately culturing the induced malignant stem cell and a reference cell, analysis of the organic compounds (metabolites) isolated after secretion from the respective cells shows that organic compounds (metabolites) that are involved as in the ability of cancer cells to proliferate without limit, infiltration, metastasis, resistance, and recurrence are found in the induced malignant stem cell in greater amounts than in the reference cell.


Cancer Cells as Induced from the Induced Malignant Stem Cell


In its second aspect, the present invention provides a cancer cell as induced from the induced malignant stem cell according to the first aspect of the present invention. The cancer cell according to the second aspect of the present invention is not particularly limited if it is a cancer cell obtained by induction from the induced malignant stem cell according to the first aspect of the present invention.


Specifically, if the above-described media to be used in expansion culture or passage culture or the media used in the step of induction for giving rise to the induced malignant stem cell have added thereto a matrix (e.g. collagen, gelatin, or matrigel), a neutralizing antibody such as anti-TGF-β1 antibody, anti-activin A antibody, anti-IGF-II antibody, or anti-IGF-R1 antibody, an IGF inhibitor, or a fibroblast growth factor such as bFGF, induction to cancer cells can be accomplished by performing culture in media from which those components have been removed. Cancer cells can also be induced by culturing in a non-ES medium, such as Dulbecco's modified medium supplemented with 10% serum, for about one week or longer. Induction for differentiation into cancer cells can also be realized by removing feeder cells or through suspension culture. In the case of preparing cancer model animals as will be described later, the induced malignant stem cell of the present invention may be directly transplanted to a laboratory animal, which is induced to cancer cells.


Methods of Screening Using the Induced Malignant Stem Cell


In its third aspect, the present invention provides a method of screening characterized by using the induced malignant stem cell according to its first aspect or the cancer cell as induced therefrom, and it is advantageously used as a method of screening for a target in the discovery of a cancer therapeutic drug, a method of screening for a candidate for a cancer therapeutic drug, or as a method of screening for a cancer diagnostic drug.


The screening method of the present invention preferably involves a step of contacting the test substance with both the induced malignant stem cell of the present invention and an induced pluripotent stem cell as induced from the reference somatic cell isolated from a mammal, or an undifferentiated embryonic stem cell.


In the case where this method is used to screen for a target in the discovery of a cancer therapeutic drug, it may be the same as the step in the production process of the present invention where the malignancy or specific marker of the induced malignant stem cell is identified and selected. To be more specific, a gene or protein that is a potential target in the discovery of a cancer therapeutic drug can be searched for by comparing the induced malignant stem cell of the present invention or the cancer cell as induced therefrom with an induced pluripotent stem cell as induced from the reference somatic cell isolated from a mammal, or an undifferentiated embryonic stem cell.


Following the search, antisense RNA, siRNA, low-molecular weight compounds, peptides or antibodies that suppress the expression of a gene as a putative target in the discovery of a cancer therapeutic drug are added to a culture dish on which the induced malignant stem cell of the present invention or the cancer cell induced therefrom has been cultured and thereafter the properties and the like of the cell are examined to determine if the gene can be used as a target in the discovery of a cancer therapeutic drug.


In the case where the method of interest is used to screen for a candidate for a cancer therapeutic drug, a medicine that is a candidate for an anti-cancer agent or vaccine (e.g. anti-cancer vaccine) is added to a culture dish on which the induced malignant stem cell of the present invention or the cancer cell induced therefrom has been cultured and thereafter the properties and the like of the cell are evaluated to determine the pharmaceutical efficacy of the medicine.


More specifically, it is possible to verify usefulness as anti-cancer agents by performing an anti-tumor test, a cancer metastasis test, a drug resistance test, a drug metabolism test, as well as metabolizing enzyme induction/inhibition tests using the induced malignant stem cell of the present invention or the cancer cell induced therefrom.


In the case where the method of interest is used to screen for a cancer diagnostic drug, the question of whether a certain cancer diagnostic drug is duly effective can be evaluated by adding to it various types of the induced malignant stem cell of the present invention or the cancer cell induced therefrom and checking to see if they are accurately diagnosed as cancerous.


Method of Preparing an Anti-Cancer Vaccine Using the Induced Malignant Stem Cell


In its fourth aspect, the present invention provides a method of preparing an anti-cancer vaccine using the induced malignant stem cell according to its first aspect or the cancer cell as induced therefrom.


More specifically, anti-cancer vaccines useful in CTL therapy, dendritic cell therapy, cancer peptide vaccine therapy, and other therapies can be prepared by using the induced malignant stem cell of the present invention or the cancer cell as induced therefrom.


CTL (cytotoxic T-lymphocyte) therapy is a therapeutic method in which lymphocytes isolated from a patient are activated through their learning of the features of the cancer to be attacked and then a large amount of the cytotoxic T lymphocytes (CTL cells) are returned to the body of the patient.


In CTL therapy, learning of lymphocytes is generally achieved by using the antigen of cancer cells present in the patient or by using an artificial antigen. Using the antigen of cancer cells present in the patient is considered to have the greater efficacy. However, the need for isolating cancer cells exerts a great physical burden on the patient and, what is more, the isolated cancer cells need to be preliminarily proliferated to an adequate number ex vivo, but then they are difficult to culture; hence, this method is only applicable in the case where a relatively large tumor mass has been excised by surgery and the antigen isolated successfully.


The induced malignant stem cell of the present invention is capable of in vitro proliferation, so induced malignant stem cells or cancer cells as induced therefrom can be made available in the required amount and, in addition, the physical burden to be exerted on the cancer patient by the process of isolating cancer cells can be sufficiently reduced to provide significant utility.


In a more specific production process, T cells capable of attacking cancer cells are extracted from a patient's blood as by component blood sampling, to which the induced malignant stem cells of the present invention or cancer cells as induced therefrom, a lysate of these cells, as well as a cancer antigen protein or peptide obtained on the basis of these cells are added, so that the T cells will learn the cancer antigen. Subsequently, the T cells are activated by an anti-CD3 antibody or the like and then cultured in the presence of interleukin 2 or the like to prepare a large amount of cytotoxic T lymphocytes which can serve as an anti-cancer vaccine. In the case where induced malignant stem cells or cancer cells as induced therefrom or a lysate of these cells is used as a cancer antigen, a preferred source of supply for the induced malignant stem cells is a cancer tissue excised by surgery from the patient to be treated or cancer cells isolated from the ascites or the like of the patient.


Dendritic cell therapy is a therapeutic method in which dendritic cells isolated from the patient are caused to learn the features of the cancer to be attacked and are then returned to the body of the patient; the dendritic cells returned to the patient's body stimulate the T lymphocytes so that they become killer T cells which in turn attack the cancer cells for cancer treatment.


This therapeutic method has the same problem as the aforementioned CTL therapy in that it is only applicable in the case where a relatively large tumor mass has been excised by surgery and the antigen isolated successfully. In contrast, the induced malignant stem cell of the present invention is capable of in vitro proliferation, so the induced malignant stem cells or cancer cells induced therefrom can be made available in the required amount and, in addition, the physical burden to be exerted on the cancer patient by the process of isolating cancer cells can be sufficiently reduced to provide significant utility.


In a more specific production process, dendritic cells are extracted from the samples obtained by component blood sampling, to which induced malignant stem cells or cancer cells as induced therefrom, a lysate of these cells, as well as a cancer antigen protein or peptide obtained on the basis of these cells are added, so that they will learn the cancer antigen to become an anti-cancer vaccine. In the case where induced malignant stem cells or cancer cells as induced therefrom or a lysate of these cells is used as a cancer antigen, a preferred source of supply for induced malignant stem cells is a cancer tissue excised by surgery from the patient to be treated or cancer cells isolated from the ascites or the like of the patient.


The aforementioned dendritic cells are such that even a single dendritic cell is capable of stimulating from several hundred to several thousand lymphocytes, so the therapeutic method in which the dendritic cells are caused to learn the features of the target cancer and then returned to the body of the patient is believed to be extremely efficient. However, dendritic cells account for only about 0.1 to 0.5% of leucocytes in number, so instead of using them directly, monocytes that are abundant in the blood and which can change to dendritic cells are acquired in large quantities by a separated component blood sampling method and cultured in the presence of a cell stimulating substance such as cytokine to grow into dendritic cells for use in therapy.


Cancer peptide vaccine therapy is a therapeutic method in which a peptide (peptide vaccine) as a specific antigen possessed by cancer cells is injected into the patient so that the immunity of the patient is sufficiently enhanced to suppress tumor growth. Specifically, when the peptide (a small one with a sequence of 9 or 10 amino acids) is administered into the body of the patient, killer T cells stimulated by the peptide are activated and further proliferated to become capable of attacking the cancer cells; cancer peptide vaccine therapy uses this nature of the peptide to eliminate (regress) the cancer.


Since the induced malignant stem cell of the present invention is capable of in vitro proliferation and enables various types of induced malignant stem cells to be amplified in large quantities, the induced malignant stem cell of the present invention prepared from cancer cells or cancer tissues derived from various cancer patients can be cultured in large quantities to prepare the desired anti-cancer vaccines. The thus obtained anti-cancer vaccines can also be used in CTL therapy or dendritic cell therapy.


The anti-cancer vaccines described above are extremely useful in preventive cancer therapy or for preventing possible recurrence after the application of standard therapies including chemotherapy, radiation therapy, and surgical therapy.


Method of Preparing a Cancer Model Animal Using the Induced Malignant Stem Cell


In its fifth aspect, the present invention provides a method of preparing a cancer model animal using the induced malignant stem cell according to its first aspect or cancer cells as induced therefrom.


According to the method of preparing a cancer model animal of the present invention, the induced malignant stem cell of the present invention or cancer cells as induced therefrom may be transplanted to laboratory animals such as mouse to thereby prepare tumor bearing mice, which are then administered with an anti-cancer agent, an antibody, a vaccine and the like; their pharmacological efficacy can be verified by subjecting the tumor bearing mice to a blood test, a urine test, autopsy, and the like.


The induced malignant stem cell of the present invention or cancer cells as induced therefrom can be used for various other applications than in the aforementioned methods of screening, methods of preparing anti-cancer vaccines, and methods of preparing cancer model animals.


For example, secretory proteins and membrane proteins are screened genome-widely from the genetic information about induced malignant stem cells or cancer cells as induced therefrom and those secretory proteins and membrane proteins that are specific for the induced malignant stem cell of the present invention or cancer cells as induced therefrom and which hence are useful as cancer diagnostic markers are identified to prepare therapeutic or diagnostic antibodies. An exemplary method for exhaustive screening of secretory proteins and membrane proteins is the “signal sequence trapping method” (Japanese Patent Nos. 3229590 and 3499528) which is characterized by gene identification targeted to a signal sequence that is common to the secretory proteins and membrane proteins.


In addition, by performing sugar-chain structural analysis on the induced malignant stem cell of the present invention or cancer cells as induced therefrom, sugar chains that are specific for the induced malignant stem cell of the present invention or cancer cells as induced therefrom and which hence are useful as cancer diagnostic markers are identified to prepare therapeutic or diagnostic antibodies, as well as natural or artificial lectins.


An exemplary process of sugar-chain structural analysis is described below. First, from an expression profile of sugar-chain genes produced by the induced malignant stem cell of the present invention or cancer cells as induced therefrom, sugar-chain structures characteristically produced by cancer cells are estimated and, at the same time, the sugar chains which are actually produced and secreted as glycoproteins are subjected to lectin microarray analysis and the lectins or anti-sugar chain antibodies that react with the sugar chains characteristically produced by cancer cells are selected as probes. Subsequently, with using the selected probes, a group of glycoproteins (or their fragmentary glycopeptides) that have cancerous sugar chains are captured from among the glycoproteins secreted by the cancer cells and structures of their core glycoproteins are identified by a MS-based method such as IGOT. From a culture medium of the induced malignant stem cell of the present invention or cancer cells as induced therefrom, the identified glycoproteins are purified and checked again for any changes in the sugar-chain structure by a lectin-array based method, whereby a candidate for a sugar-chain disease marker can be located.


Mannan-binding proteins (MBP) which are calcium-dependent lectins that are found in various mammals are known to selectively bind to certain types of cancer cells and exhibit a cytotoxic action; ligand sugar chains that specifically bind to MBP have been isolated from the human colon cancer cell strain SW1116. Thus, ligand sugar chains or the like which bind to serum lectins that are specifically expressed in the induced malignant stem cell of the present invention or cancer cells as induced therefrom are identified and clonal antibodies against the identified ligand sugar chains can be prepared. The thus obtained antibodies are also useful as therapeutic or diagnostic antibodies.


As further applications of the induced malignant stem cells of the present invention, there are provided a genome, epigenome (DNA methylome), transcriptome, proteome, total sugar chains (glycome), and metabolome that can be used in various analyses of these cells, including genomic analysis, epigenome analysis, transcriptome analysis, proteome analysis, cell surface antigen analysis, sugar-chain analysis (glycome analysis), and metabolome analysis. Also provided is the information acquired by these analyses which comprises DNA methylation information, profiling of histone modification, genome-wide RNA expression information (transcriptome information), protein expression information (proteome information), lectin-binding profiling information, and metabolome information; these kinds of information are applicable in drug discovery.


For example, it is also possible to search for and identify targets in the discovery of cancer therapeutic drugs on the basis of mRNAs, microRNAs or total RNAs containing non-coding RNAs that are expressed in the induced malignant stem cell of the present invention.


On the pages that follow, the present invention is illustrated more specifically by means of Examples but it should be understood that the scope of the present invention is by no means limited by those Examples.


EXAMPLES
Example 1
Preparation of Induced Malignant Stem Cells from Cells (GC2) Derived from Cancer Tissues of a Gastric Cancer Patient

The fresh cancer tissues of a gastric cancer patient of donor No. 1 (medical information: a 67-year-old Japanese woman with a gastric cancer, blood type O, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, no drinking history, no drug addiction, no drug therapy, HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells (GC2). The fresh non-cancer tissues of the patient were also used to isolate cells (NGC2). To the resultant cells derived from the gastric (solid) cancer tissues, the solution of the four Sendai viral vectors containing any of four genes (POU5F1, KLF4, SOX2, c-Myc) (DNAVEC CytoTune iPS (DV-0301-1)) was added for genetic transduction, whereby human induced malignant stem cells were prepared from the gastric (solid) cancer tissues. The details of the procedure are as described below. The Sendai viral vector is an RNA viral vector that does not insert an exogenous DNA into the genomic DNAs of cells.


Part (0.5-1 g) of the gastric (solid) cancer tissues obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) (Invitrogen; Cat No. 14175-095) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. Then, after removal of the supernatant, 3 mL of the DMEM medium (Invitrogen) supplemented with 0.1% collagenase (Wako Pure Chemical; Cat No. 034-10533) and 1× antibiotic/antimycotic (Invitrogen; anti-anti) was added to the tissue precipitate, and stirring was performed at 37° C. for 90 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. Then, after removal of the supernatant, 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added to part of the cells, and the cell suspension was seeded on a matrigel (BD; Cat No. 356234)-coated culture dish (100 mm) (coated for an hour with 60 μL matrigel/6 mL/60 cm2 PBS) to conduct primary culture. The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


After one day culture, the solution of the four Sendai viral vectors containing any of four genes (POU5F1, KLF4, SOX2, c-Myc) was added, and the suspension was infected at 37° C. for one day. The viral supernatant was removed, and mitomycin-treated mouse embryonic fibroblasts (MEFs) as feeder cells were suspended in 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded at a density of 1.5×106 cells/60 cm2 on the matrigel-coated culture dish (100 mm) in which the transduced cells derived from the cancer tissues of the gastric cancer patient had been cultured, whereby co-culture was performed.


Thereafter, the medium was replaced every one to three days with the ReproCell ReproStem medium (supplemented with 10 ng/mL bFGF, 1× antibiotic/antimycotic, and 10 μg/mL gentamicin) or the STEMCELL Technologies medium for a feeder cell-free culture of human ES/iPS cells, mTeSR1 (supplemented with 1× antibiotic/antimycotic and 10 μg/mL gentamicin). The MEFs were seeded at a density of 1.5×106 cell/60 cm2 about once a week.


Gentamicin (Invitrogen; Cat No. 15750-060)


bFGF (PeproTech; Cat No. 100-18B)


anti-anti (antibiotic/antimycotic) (Invitrogen)


At least one month after the genetic transduction, colonies of eight clones (GC21, GC22, GC24, GC25, GC27, GC210, GC213, GC216) were picked up and subjected to passage culture onto a gelatin- or matrigel-coated 24-well plate on which MEFs had been seeded. The MEFs as feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin- or matrigel-coated 24-well plate at a density of 1.5×106 cell/24-well plate the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use.


The genomic DNAs of the cells derived from the cancer tissues of the gastric cancer patient, the cells derived from the non-cancer tissues of the gastric cancer patient, and the human induced malignant stem cells derived from the gastric cancer cancer tissues of the gastric cancer patient were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of these cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell was performed by the following procedure.


The medium was removed from the cells, which were then washed with 10 mL of PBS(−) in a 100 mm-diameter (about 60 cm2) culture dish, and thereafter 3 mL of a dissociation solution was added to the 10 cm (about 60 cm2) culture dish. The dissociation solution used for passage culture was a 0.25% trypsin/1 mM EDTA solution (Invitrogen; Cat No. 25200-056).


After placing at 37° C. for 3-5 minutes, the dissociation solution was removed, 17 mL of the ReproStem medium (10 ng/mL bFGF-free) was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removing the supernatant, 2 mL of a cryopreservation solution was added, and the suspension was dispensed into four serum tubes. Thereafter, the serum tubes were placed into an animal cell freezing container (BICELL), freezed at −80° C. overnight, and then stored in liquid nitrogen. The cryopreservation solution used was TC-Protector (DS Pharma Biomedical Co. Ltd.).


As described above, the induced malignant stem cells (having no exogenous DNA inserted into their genomic DNAs) derived from the cancer tissues of the gastric cancer patient could be prepared with MEFs in a gelatin- or matrigel-coated culture dish using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (60 μL/60 cm2) culture dish using mTeSR1.


Example 2
Preparation of Human Induced Malignant Stem Cells from Cells (CC3) Derived from Cancer Tissues of a Colon Cancer Patient

The fresh cancer tissues of a colon cancer patient of donor No. 2 (medical information: a 77-year-old Japanese man with a sigmoidal colon cancer, blood type A, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, drinking history: 1 bottle of beer/day, no drug addiction, no drug therapy, HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells (CC3). The fresh non-cancer tissues of the same donor were also used to isolate cells (NCC3). To the resultant cells derived from the cancer tissues of the colon cancer patient, the solution of the four Sendai viral vectors containing any of four genes (POU5F1, KLF4, SOX2, c-Myc) (DNAVEC CytoTune iPS (DV-0301-1)) was added for genetic transduction, whereby human induced malignant stem cells were prepared from the colon (solid) cancer tissues. The details of the procedure are as described below. The Sendai viral vector is an RNA viral vector that does not insert an exogenous DNA into the genomic DNAs of cells.


Part (0.5-1 g) of the colon (solid) cancer tissues obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) (Invitrogen; Cat No. 14175-095) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. Then, after removal of the supernatant, 3 mL of the DMEM medium (Invitrogen) supplemented with 0.1% collagenase (Wako Pure Chemical; Cat No. 034-10533) and 1× antibiotic/antimycotic (Invitrogen; anti-anti) was added to the tissue precipitate, and stirring was performed at 37° C. for 90 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. Then, after removal of the supernatant, 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added to part of the cells, and the cell suspension was seeded on a matrigel (BD; Cat No. 356234)-coated culture dish (100 mm) (coated for an hour with 60 μL matrigel/6 mL/60 cm2 PBS) to conduct primary culture. The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


After one day culture, the solution of the four Sendai viral vectors containing four genes (POU5F1, KLF4, SOX2, c-Myc) was added, and the suspension was infected at 37° C. for one day. The viral supernatant was removed, and mitomycin-treated mouse embryonic fibroblasts (MEFs) as feeder cells were suspended in 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded at a density of 5.0×106 cells/60 cm2 on the matrigel-coated culture dish (100 mm) in which the transduced cells derived from the cancer tissues of the colon cancer patient had been cultured, whereby co-culture was performed.


Thereafter, the medium was replaced every one to three days with the ReproStem medium (supplemented with 10 ng/mL bFGF, 1× antibiotic/antimycotic, and 10 μg/mL gentamicin) or mTeSR1 (supplemented with 1× antibiotic/antimycotic and 10 μg/mL gentamicin). The MEFs were seeded at a density of 1.5×106 cell/60 cm2 about once a week.


At least one month after the genetic transduction, colonies of two clones (CC35, CC36) were picked up and subjected to passage culture onto a gelatin- or matrigel-coated 24-well plate on which MEFs had been seeded. The MEFs as feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin- or matrigel-coated 24-well plate at a density of 1.5×106 cell/24-well plate the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use.


The genomic DNAs of the cells derived from the cancer tissues of the colon cancer patient, the cells derived from the non-cancer tissues of the colon cancer patient, and the human induced malignant stem cells derived from the cancer tissues of the colon cancer patient were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of these cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell performed in Examples of the present invention is as described above.


The induced malignant stem cells (having no exogenous DNA inserted into their genomic DNAs) derived from the cancer tissues of the colon cancer patient could be prepared with MEFs in a gelatin- or matrigel-coated culture dish using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (60 UL/60 cm2) culture dish using mTeSR1.


Cryopreservation of the cell is as described above.


Example 3
Preparation of Retroviral Vectors

The plasmids of the three retroviral vectors containing any of three genes, POU5F1-pMXs, KLF4-pMXs, and SOX2-pMXs, were transduced into Plat-GP cells (packaging cells for preparing a pantropic retroviral vectors) using Fugene HD (Roche; Cat No. 4709691) to thereby prepare solutions of the retroviral vectors. The details of the procedure are as described below.


<Preparation of a Retroviral Vector Solution for Transducing the Genes into Cells (GC1) Derived from Gastric Cancer Tissues>


POU5F1-pMXs, KLF4-pMXs, and SOX2-pMXs were the constructed vectors (Table 9).


The amounts of the respective vectors were as follows: 5 μg of POU5F1-pMXs, 2.5 μg of KLF4-pMXs, 1.25 μg of SOX2-pMXs, 1.25 μg of Venus-pCS2, 5 μg of VSV-G-pCMV, 1.25 μg of GFP-pMXs (Cell Biolab), and 45 μL of FuGENE HD.


<Preparation of a Retroviral Vector Solution for Transducing the Genes into Cells (NGC1) Derived from Non-Gastric Cancer Tissues>


POU5F1-pMXs, KLF4-pMXs, and SOX2-pMXs were the constructed vectors (Table 9).


The amounts of the respective vectors were as follows: 5 μg of POU5F1-pMXs, 2.5 μg of KLF4-pMXs, 1.25 μg of SOX2-pMXs, 1.25 μg of Venus-pCS2, 5 μg of VSV-G-pCMV, 1.25 μg of GFP-pMXs, and 45 μL of FuGENE HD.


<Preparation of a Retroviral Vectors Solution for Transducing the Genes into Cells (CC1) Derived from Colon Cancer Tissues>


POU5F1-pMXs, KLF4-pMXs, and SOX2-pMXs were the constructed vectors (Table 9).


The amounts of the respective vectors were as follows: 5 μg of POU5F1-pMXs, 2.5 μg of KLF4-pMXs, 1.25 μg of SOX2-pMXs, 1.25 μg of Venus-pCS2, 5 μg of VSV-G-pCMV, 1.25 μg of GFP-pMXs, and 45 μL of FuGENE HD.


The Plat-GP cells into which the retroviral vector plasmids had been transduced were cultured for at least 48 hours; thereafter, the supernatant was collected three times every 24 hours and stored at 4° C., and filtration was performed using the Steriflip-HV Filter unit (pore size 0.45 μm filter; Millipore; Cat No. SE1M003M00). The above-noted procedure was used to prepare pantropic retroviral vector solutions containing the three genes. The pantropic retroviral vectors, which enable genetic transduction into various cells, can efficiently transduce the genes into human cells as well.









TABLE 9







Details of constructed retroviral vector plasmids
















5′
3′







restric-
restric-




Vec-
tion
tion


Gene
NCBI No.
tor
enzyme
enzyme
Clone ID
Supplier
















Human
BC117435
pMXs
EcoRI
EcoRI
40125986
Open


OCT3/4





Biosys-








tems


Human
BC029923
pMXs
EcoRI
EcoRI
5111134
Open


KLF4





Biosys-








tems


Human
BC013923
pMXs
EcoRI
XhoI
2823424
Open


SOX2





Biosys-








tems









Example 4
Preparation of Induced Malignant Stem Cells from Cells (GC1) Derived from Cancer Tissues of a Gastric Cancer Patient

The fresh cancer tissues of a gastric cancer patient of donor No. 3 (medical information: a 67-year-old Japanese man with a progressive gastric cancer, blood type AB, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, no drinking history, no drug addiction, no drug therapy, HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells (GC1). The fresh non-cancer tissues of the same donor were also used to isolate cells (NGC1). To the resultant cells derived from the cancer tissues of the gastric cancer patient, the solution of the three retroviral vector containing any of three genes (POU5F1, KLF4, SOX2) prepared in Example 3 was added for genetic transduction, whereby human induced malignant stem cells were prepared from the gastric (solid) cancer tissues. The details of the procedure are as described below.


Part (0.5-1 g) of the gastric (solid) cancer tissues obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) (Invitrogen; Cat No. 14175-095) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. Then, after removal of the supernatant, 5 mL of the DMEM medium (Invitrogen) supplemented with 0.1% collagenase (Wako Pure Chemical; Cat No. 034-10533) and 1× antibiotic/antimycotic was added to the tissue precipitate, and stirring was performed at 37° C. for 60 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10%0/FBS was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. Then, after removal of the supernatant, 5 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added to part of the cells, and the cell suspension was seeded on a collagen-coated dish (60 mm) (Iwaki; Cat No. 11-018-004) to conduct primary culture. The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


After 24 hours culture, the medium was removed, 5 mL of the solution of the three retroviral vectors containing any of three genes was added, and the suspension was infected at 37° C. for 24 hours. The viral supernatant was removed, and mitomycin-treated mouse embryonic fibroblasts as feeder cells were suspended in 5 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded at a density of 5.0×104 cells/cm2 on a collagen-coated dish (60 mm) (Iwaki; Cat No. 11-018-004) in which the transduced cells derived from the cancer tissues of the gastric cancer patient had been cultured, whereby co-culture was performed.


Thereafter, the medium was repeatedly replaced with a MEF conditioned ES medium every three days, and from 15 days after the genetic transduction, the medium was replaced everyday with mTeSR1. The MEFs were seeded at a density of 1.5×106 cell/60 cm2 about once a week.


The MEF conditioned ES medium and its preparation procedure which were used in Examples are described below.


<MEF Conditioned ES Medium>


MEF


Mitomycin C-treated primary mouse embryonic fibroblasts (DS Pharma Biomedical; Cat No. R-PMEF-CF)


ES Medium for MEF Conditioning


Knockout D-MEM (Invitrogen; Cat No. 10829-018), 500 mL


2 mM GlutaMAX (Invitrogen)


10% knockout serum replacement (Invitrogen; Cat No. 10828-028)


50 μg/mL gentamicin (Invitrogen; Cat No. 15750-060)


MEM non-essential amino acid solution (Invitrogen; Cat No. 11140-050)


10 ng/mL bFGF (PeproTech; Cat No. 100-18B)


Preparation of a MEF Conditioned ES Medium>


First, 5×106 cells of mitomycin-treated mouse embryonic fibroblasts (DS Pharma Biomedical; Cat No. R-PMEF-CF) were suspended in 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded on four gelatin-coated dishes (100 mm) (Iwaki; Cat No. 11-020-006). After 24 hours culture, the medium was removed and 10 mL of an ES medium for MEF conditioning was added.


To the supernatant collected every 24 hours, 10% knockout serum replacement, 10 ng/mL bFGF, and 0.1 mM 2-mercaptoethanol were newly added, so that the resultant suspension was used as a MEF conditioned ES medium.


[Establishment of Human Induced Malignant Stem Cells Derived from the Cancer Tissues of the Gastric Cancer Patient]


At least 25 days after the three-gene transduction, colonies of six clones (GC14, GC16, GC17, GC18, GC19, GC110) of the induced malignant stem cell were picked up and transferred onto feeder cells in a gelatin-coated 24-well plate. The feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin-coated 24-well plate at a density of 5.0×104 cell/cm2 the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use. The genomic DNAs of the human induced malignant stem cells were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of the cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell is as described above.


The following two dissociation solutions were used for passage culture:


(i) 0.25% trypsin/1 mM EDTA solution (Invitrogen; Cat No. 25200-056), and


(ii) Prepared dissociation solution [solution prepared by blending 10 mL of 10 mg/mL type IV collagenase (Invitrogen; Cat No. 17104-019), 1 mL of a 100 mM calcium chloride solution (Sigma), 59 mL of PBS, 10 mL of a 2.5% trypsin solution (Invitrogen; Cat No. 15090-046), and 20 mL of knockout serum replacement (KSR) (Invitrogen; Cat No. 10828-028) and then sterilizing the blend through a 0.22 μm filter].


After placing at 37° C. for 5 minutes, the dissociation solution was removed, 20 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 1 mL of a cryopreservation solution was added, and the suspension was dispensed into two serum tubes. Thereafter, the serum tubes were placed into an animal cell freezing container (BICELL), freezed at −80° C. overnight, and then stored in liquid nitrogen.


The following three cryopreservation solutions were used:


(i) CELLBANKER 3 (Nippon Zenyaku Kogyo; Cat No. BLC-3S),


(ii) Mixed solution of 50% mTeSR1, 40% KSR, and 100/DMSO, and


(iii) TC-Protector (DS Pharma Biomedical).


The induced malignant stem cells derived from the gastric cancer tissues of the gastric cancer patient could be prepared with MEFs in a gelatin- or matrigel-coated culture dish using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (60 μL/60 cm2) culture dish using mTeSR1.


Example 5
Preparation of Human Induced Malignant Stem Cells from Cells (NGC1) Derived from Non-Cancer Tissues of a Gastric Cancer Patient

The fresh non-cancer tissues of a gastric cancer patient of donor No. 3 (medical information: a 67-year-old Japanese man with a progressive gastric cancer, blood type AB, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, no drinking history, no drug addiction, no drug therapy, HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells, which were then subjected to primary culture. To the resultant cells derived from the non-cancer tissues of the gastric cancer patient, the solution of the three retroviral vectors containing any of three genes prepared in Example 3 was added for genetic transduction, whereby human induced malignant stem cells were prepared. The details of the procedure are as described below.


Part of the fresh non-cancer tissues of the gastric cancer patient (a 67-year-old Japanese man with a progressive gastric cancer) which had been obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. Then, after removal of the supernatant, 5 mL of the DMEM medium (Invitrogen) supplemented with 0.1% collagenase and 1× antibiotic/antimycotic was added to the tissue precipitate, and stirring was performed at 37° C. for 60 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 100/FBS was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. Then, after removal of the supernatant, 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added to part of the cells, and the cell suspension was seeded on a collagen-coated dish (100 mm) (Iwaki; Cat No. 11-018-006). The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


After about 24 hours culture, the medium was removed, 10 mL of the solution of the three retroviral vectors containing any of three genes was added, and the suspension was infected at 37° C. for about 24 hours. The viral supernatant was removed, and mitomycin-treated mouse embryonic fibroblasts were suspended in 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded at a density of 5.0×104 cells/cm2 on a collagen-coated dish (100 mm) (Iwaki; Cat No. 11-018-006) in which the transduced cells derived from the non-cancer tissues of the gastric cancer patient had been cultured, whereby co-culture was performed.


[Establishment of Human Induced Malignant Stem Cells Derived from the Non-Cancer Tissues of the Gastric Cancer Patient]


Thereafter, the medium was repeatedly replaced with a MEF conditioned ES medium every three days, and from 31 days after the three-gene transduction, the medium was replaced everyday with mTeSR1. The MEFs were seeded at a density of 1.5×106 cell/60 cm2 about once a week. At least 41 days after the three-gene transduction, colonies of two clones (NGC16, NGC17) of the induced malignant stem cell were picked up and transferred onto feeder cells in a gelatin-coated 24-well plate. The feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin-coated 24-well plate at a density of 5.0×104 cell/cm2 the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use. The genomic DNAs of the human induced malignant stem cells derived from the non-cancer tissues of the gastric cancer patient were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of the cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell performed in Examples of the present invention is as described above.


The induced malignant stem cells derived from the non-cancer tissues of the gastric cancer patient could be prepared with MEFs in a matrigel- or gelatin-coated culture dish using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (60 μL/60 cm2) culture dish using mTeSR1.


Example 6
Preparation of Human Induced Malignant Stem Cells from Cells (CC1) Derived from Cancer Tissues of a Colon Cancer Patient

The fresh cancer tissues of a colon cancer patient of donor No. 4 (medical information: a 55-year-old Japanese man with a sigmoidal colon cancer, blood type B, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, no drinking history, no drug addiction, no drug therapy, no diabetes, fasting blood glucose level: 94, HbA1c level: 4.8, blood triglyceride level: 56, LDL-cholesterol level: 122, height: 172 cm, weight: 68.6 kg, HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells (CC 1). The fresh non-cancer tissues of the same donor were also used to isolate cells (NCC1). To the resultant cells derived from the cancer tissues of the colon cancer patient, the solution of the three retroviral vectors containing any of three genes (POU5F1, KLF4, SOX2) prepared in Example 3 was added for genetic transduction, whereby human induced malignant stem cells were prepared. The details of the procedure are as described below.


Part of the colon (solid) cancer tissues obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. Then, after removal of the supernatant, 5 mL of the DMEM medium (Invitrogen) supplemented with 0.1% collagenase and 1× antibiotic/antimycotic was added to the tissue precipitate, and stirring was performed at 37° C. for 60 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. After removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. After removal of the supernatant, 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS was added to part of the cells, and the cell suspension was seeded on a collagen-coated dish (100 mm) (Iwaki; Cat No. 11-018-006). The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


After about 24 hours culture, the medium was removed, 10 mL of the solution of the three retroviral vectors containing any of three genes was added, and after 5 hours incubation, 5 mL of the Luc-IRES-GFP retroviral vector was infected at 37° C. for about 24 hours. The viral supernatant was removed, and mitomycin-treated MEFs were suspended in 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded at a density of 5.0×104 cells/cm2 on a collagen-coated dish (100 mm) (Iwaki; Cat No. 11-018-006) in which the transduced cells derived from the cancer tissues of the colon cancer patient had been cultured, whereby co-culture was performed.


[In Vitro Culture of Human Induced Malignant Stem Cells Derived from the Cancer Tissues of the Colon Cancer Patient]


Thereafter, the medium was repeatedly replaced with a MEF conditioned ES medium every three days, and from 22 days after the genetic transduction, the medium was replaced everyday with mTeSR1. The MEFs were seeded at a density of 1.5×106 cell/60 cm2 about once a week. At least 31 days after the three-gene transduction, colonies of ten clones (CC11, CC2, CC17, CC18, CC19, CC111, CC112, CC117, CC118, CC125) were picked up and subjected to passage culture onto feeder cells in a gelatin-coated 24-well plate. The feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin-coated 24-well plate at a density of 5.0×104 cell/cm2 the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use. The genomic DNAs of the human induced malignant stem cells derived from the non-cancer tissues of the colon cancer patient were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of the cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell is as described above.


The induced malignant stem cells derived from the cancer tissues of the colon cancer patient could be prepared with MEFs in a matrigel- or gelatin-coated culture dish using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (60 μL/60 cm2) culture dish using mTeSR1.


Example 7
Preparation of Induced Malignant Stem Cells from Cells (CC4) Derived from Cancer Tissues of a Colon Cancer Patient

The fresh cancer tissues of a colon cancer patient of donor No. 5 (medical information: a 77-year-old Japanese woman with a colon cancer, blood type AB, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, no drinking history, no drug addiction, drug therapy (Amaryl: 1.5 mg, Melbin: 25 mg×3 pcs, Micardis: 20 mg, Crestor: 2.5 mg), HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells (CC4). The fresh colon non-cancer tissues were also used to isolate cells (NCC4). To the resultant cells (CC4) derived from the colon (solid) cancer tissues, the solution of the four Sendai viral vectors containing any of four genes (POU5F1, KLF4, SOX2, c-Myc) (DNAVEC CytoTune iPS (DV-0301-1)) was added for genetic transduction, whereby human induced malignant stem cells were prepared from the colon (solid) cancer tissues. The Sendai viral vector is an RNA viral vector that does not insert an exogenous DNA into the genomic DNAs of cells. The details of the procedure are as described below.


Part (0.5-1 g) of the colon (solid) cancer tissues obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) (Invitrogen; Cat No. 14175-095) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. After removal of the supernatant, 3 mL of the DMEM medium (Invitrogen) supplemented with 1% collagenase (Wako Pure Chemical; Cat No. 034-10533) and 1× antibiotic/antimycotic was added to the tissue precipitate, and stirring was performed at 37° C. for 90 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. Then, after removal of the supernatant, 10 mL of StemPro (Invitrogen), mTeSR1, or ReproStem (supplemented with 10 ng/mL bFGF) which have been supplemented with 1× antibiotic/antimycotic and 10 μg/mL-gentamicin was added to part of the cells, and the cell suspension was seeded on a matrigel-coated culture dish (100 mm) (coated for an hour with 60 μL matrigel/6 mL PBS) or a 6-well plate (coated for an hour with 60 μL matrigel/6 mL PBS/6-well) to conduct primary culture. The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


To the cells (CC4) derived from the colon (solid) cancer tissues, the solution of the four Sendai viral vectors containing any of four genes was added, and the suspension was infected at 37° C. for one day. Mitomycin-treated mouse embryonic fibroblasts (MEFs) as feeder cells were suspended in 10 mL of ReproStem (supplemented with 10 ng/mL bFGF), and the cell suspension was then seeded at a density of 1.5×106 cells on the matrigel-coated culture dish (100 mm) or 6-well plate in which the transduced cells derived from the cancer tissues of the colon cancer patient had been cultured, whereby co-culture was performed.


Thereafter, the medium was repeatedly replaced with ReproStem (supplemented with 10 ng/mL bFGF) every three days.


At least 2 weeks after the genetic transduction, colonies of twelve clones (CC4_(9)5, CC4_(9)7, CC4_(9)11, CC4_(9)13, CC4_(3)10, CC44, CC46, CC430, CC4-10, CC4-31, CC41, CC42) were picked up and subjected to passage culture onto mouse embryonic fibroblasts in a gelatin- or matrigel-coated 24-well plate. The feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin- or matrigel-coated 24-well plate at a density of 1.5×106 cell/6-well plate the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3).


All of the human induced malignant stem cells in each well of 6-well plates were laveled as CC4_(3), CC4_(4), and CC4_(6) and subjected to passage culture onto 10 cm culture dishes (passage 1).


Seven to ten days after the passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes was subjected to passage culture onto 10 cm culture dishes and the remainder was cryopreserved. Four to ten days after the preceding passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes was subjected to passage culture onto 10 cm culture dishes and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use.


The genomic DNAs of the cells derived from the cancer tissues of the colon cancer patient, the cells derived from the non-cancer tissues of the colon cancer patient, and the human induced malignant stem cells derived from the cancer tissues of the colon cancer patient were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of these cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell is as described above.


The induced malignant stem cells derived from the cancer tissues of the colon cancer patient could be proliferated in vitro with feeder cells (MEFs) in a matrigel- or gelatin-coated culture dish using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (1 μL/cm2) culture dish using ReproStem (supplemented with 10 ng/mL bFGF).


Example 8
Preparation of Induced Malignant Stem Cells from Cells (CC4) Derived from Cancer Tissues of a Colon Cancer Patient

The fresh cancer tissues of a colon cancer patient of donor No. 5 (medical information: a 77-year-old Japanese woman with a colon cancer, blood type AB, no chemotherapy, no radiotherapy, no immunosuppressive therapy, no smoking history, no drinking history, no drug addiction, drug therapy (Amaryl: 1.5 mg, Melbin: 25 mg×3 pcs, Micardis: 20 mg, Crestor: 2.5 mg), HIV-negative, HCV-negative, HBV-negative, syphilis-negative) which had been refrigerated for several hours and transported in a preservation solution (Hanks' solution supplemented with kanamycin and Fungizone) were used to isolate cells (CC4). The fresh colon non-cancer tissues were also used to isolate cells (NCC4).


Human induced malignant stem cells were prepared from the colon (solid) tissues without genetic transduction. The details of the procedure are as described below.


Part (0.5-1 g) of the colon (solid) cancer tissues obtained during operation was washed with Hank's balanced salt solution (Phenol Red-free) (Invitrogen; Cat No. 14175-095) and minced with scissors into pieces of about 0.1-1 mm2. The pieces were further washed with Hank's balanced salt solution (Phenol Red-free) until a supernatant became clear. After removal of the supernatant, 3 mL of the DMEM medium (Invitrogen) supplemented with 1% collagenase (Wako Pure Chemical; Cat No. 034-10533) and 1× antibiotic/antimycotic was added to the tissue precipitate, and stirring was performed at 37° C. for 90 minutes with a shaker.


After confirming that the precipitated tissue has been fully digested, 35 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic was added, and the suspension was then centrifuged at 1000 rpm at 4° C. for 5 minutes. Next, after removal of the supernatant, 40 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic was added, and the suspension was centrifuged again at 1000 rpm at 4° C. for 5 minutes. Then, after removal of the supernatant, 10 mL of mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) supplemented with 1× antibiotic/antimycotic was added to part of the cells, and the cell suspension was seeded on a matrigel-coated culture dish (100 mm) (coated for an hour with 60 μL matrigel/6 mL PBS) or a 6-well plate (coated for an hour with 60 μL matrigel/6 mL PBS/6-well) to conduct primary culture. The remaining cells were stored in liquid nitrogen while being suspended in a preservation solution. At a later date, part of the cells was thawed and subjected to primary culture.


The suspension was cultured at 37° C. for one day; thereafter, 1.5×106 of mitomycin-treated mouse embryonic fibroblasts (MEFs) as feeder cells were suspended in 10 mL of ReproStem (supplemented with 10 ng/mL bFGF), and the cell suspension was then seeded on the matrigel-coated culture dish (100 mm) on which the cells derived from the cancer tissues of the colon cancer patient had been cultured, whereby co-culture was performed. Thereafter, the medium was repeatedly replaced with ReproStem (supplemented with 10 ng/mL bFGF) every three days.


At least 2 weeks after the coculture, colonies of two clones (CC4-c, CC4-D) were picked up and subjected to passage culture onto mouse embryonic fibroblasts in a gelatin- or matrigel-coated 24-well plate. The feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin-coated 24-well plate at a density of 5.0×104 cell/cm2 the day before the pickup of the induced malignant stem cells.


After 7 to 10 days culture, the human induced malignant stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced malignant stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced malignant stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use. The genomic DNAs of the cells derived from the cancer tissues of the colon cancer patient, the cells derived from the non-cancer tissues of the colon cancer patient, and the human induced malignant stem cells derived from the cancer tissues of the colon cancer patient were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of these cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell is as described above.


As described above, the induced malignant stem cells (not transduced) derived from the cancer tissues of the colon cancer patient could be prepared with feeder cells (MEFs) using mTeSR1 or ReproStem (supplemented with 10 ng/mL bFGF) and proliferated in vitro. The culture just before the collection of genomic DNAs or total RNAs was conducted for the induced malignant stem cells in a feeder cell-free, matrigel (BD; Cat No. 356234)-coated (1 μL/cm2) culture dish using ReproStem (supplemented with 10 ng/mL bFGF).


Reference Example
Fibroblast-Derived Induced Pulriponent Stem Cells

The solution of the four Sendai viral vectors containing any of four genes (POU5F1, KLF4, SOX2, c-Myc) (DNAVEC CytoTune iPS (DV-0301-1)) or the solution of the three retroviral vectors containing any of three genes was added to commercially available fibroblasts (derived from normal tissues) for genetic transduction, whereby human induced stem cells such as human induced pulriponent stem cells were prepared. The details of the procedure are as described below. The Sendai viral vector is an RNA viral vector that does not insert an exogenous DNA into the genomic DNAs of cells.


Neonatal fibroblasts (Lonza; Donor No. 7f3956 (donor No. 6) or 7f3949 (donor No. 7)) were cultured for one day; thereafter, the solution of the four Sendai viral vectors containing any of four genes (POU5F1, KLF4, SOX2, c-Myc) or the solution of the three retroviral vectors containing any of three genes was added, and the suspension was infected at 37° C. for one day. The viral supernatant was removed, and mitomycin-treated mouse embryonic fibroblasts (MEFs) as feeder cells were suspended in 10 mL of a D-MEM (high glucose) medium supplemented with 1× antibiotic/antimycotic and 10% FBS, and the cell suspension was then seeded at a density of 1.5×106 cell/60 cm2 on a matrigel-coated culture dish (100 mm) in which the transduced fibroblasts had been cultured, whereby co-culture was performed.


Thereafter, the medium was replaced every one to three days with the ReproStem medium (supplemented with 10 ng/mL bFGF, 1× antibiotic/antimycotic, and 10 μg/mL gentamicin) or mTeSR1 (supplemented with 1× antibiotic/antimycotic and 10 μg/mL gentamicin). The MEFs were seeded at a density of 1.5×106 cell/60 cm2 about once a week.


At least one month after the genetic transduction, colonies of three clones (nfb12, nfb14, nfb2-17) were picked up and subjected to passage culture onto a gelatin- or matrigel-coated 24-well plate on which MEFs had been seeded. The MEFs as feeder cells, which are mitomycin-treated mouse embryonic fibroblasts, had been seeded in a gelatin- or matrigel-coated 24-well plate at a density of 1.5×106 cell/24-well plate the day before the pickup of the induced stem cells.


After 7 to 10 days culture, the human induced stem cells proliferated in the 24-well plate (passage 1) were subjected to passage culture onto 6-well plates (passage 2). Seven to ten days after the second passage, the human induced stem cells proliferated in the 6-well plates (passage 2) were subjected to passage culture onto 10 cm culture dishes (passage 3). Seven to ten days after the third passage, part of the human induced stem cells proliferated in the 10 cm culture dishes (passage 3) was subjected to passage culture onto 10 cm culture dishes (passage 4) and the remainder was cryopreserved. Four to ten days after the fourth passage, part of the human induced stem cells proliferated in the 10 cm culture dishes (passage 4) was subjected to passage culture onto 10 cm culture dishes (passage 5) and the remainder was cryopreserved. The culture dishes had been coated with gelatin or matrigel before use.


The genomic DNAs of the human induced stem cells were purified using Qiagen DNeasy Blood & Tissue Kit (Cat. No. 69504), and the total RNAs of the cells were purified using Qiagen miRNeasy Mini Kit (Cat. No. 217004). Cryopreservation of the cell is as described above.


The following induced stem cells: nfb12 (derived from Donor No. 7f3956; prepared using the retroviral vectors), nfb14 (derived from Donor No. 7f3956; prepared using the retroviral vectors), and nfb2-17 (derived from Donor No. 7f3949; prepared using the Sendai viral vectors), were derived from cells of neonatal skin (normal tissues). Like the induced pulriponent stem cells 201B7 prepared from adult-skin-derived fibroblasts, those induced stem cells had normal genome, epigenome, gene expressions (mRNA and miRNA), protein expression, sugar chain, and metabolome, and expressed the embryonic stem (ES) cell-specific genes (OCT3/4, SOX2, NANOG, ZFP42). Thus, those cells were used as standard cells for various analyses. The cells nfb12, nfb14, nfb2-17, and 201B7 also expressed the embryonic stem (ES) cell-specific genes listed in the following table.









TABLE 10







ES cell-specific genes










GeneSymbol
GenbankAccession







ACVR2B
NM_001106



CD24
L33930



CDH1
NM_004360



CYP26A1
NM_057157



DNMT3B
NM_175850



DPPA4
NM_018189



EDNRB
NM_003991



FLT1
NM_002019



GABRB3
NM_000814



GATA6
NM_005257



GDF3
NM_020634



GRB7
NM_005310



LIN28
NM_024674



NANOG
NM_024865



NODAL
NM_018055



PODXL
NM_005397



POU5F1
NM_002701



SALL4
NM_020436



SOX2
NM_003106



TDGF1
NM_003212



TERT
NM_198253



ZFP42
NM_174900



ZIC3
NM_003413










Example 9
Aberration of Methylations of Endogenous Genomic DNAs of Induced Malignant Stem Cells

In this Example, (1)(a) aberration of methylations (hypermethylations or hypomethylations) of tumor suppressor gene or cancer-related gene regions in endogenous genomic DNAs of induced malignant stem cells were detected, in comparison with those of induced pluripotent stem cells, induced non-malignant stem cells, or non-cancer site tissues.


(9-1) Materials


The aberration of methylations (hypermethylations or hypomethylations) of tumor suppressor gene or cancer-related gene regions in endogenous genomic DNAs were detected using a commercially available methylation analysis tool such as Infinium® HumanMethylation450 BeadChip (illumina) following the instructions of the manufacturer.


The following samples were used in the analysis for aberration of methylations (hypermethylations or hypomethylations) of tumor suppressor gene or cancer-related gene regions in endogenous genomic DNAs:


induced malignant stem cells (GC21) prepared from fresh gastric cancer tissues collected from the individual of donor No. 1;


induced malignant stem cells (CC35) prepared from fresh colon cancer tissues collected from the individual of donor No. 2;


induced malignant stem cells (GC14, NGC16) prepared from fresh gastric cancer tissues collected from the individual of donor No. 3;


induced malignant stem cells (CC11) prepared from fresh colon cancer tissues collected from the individual of donor No. 4;


cell population (ncc4) derived from colon non-cancer site tissues, cell population (cc4) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC4_c) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 5;


induced pluripotent stem cells (NFB14) prepared from fibroblasts (7F3956) collected from the individual of donor No. 6; and


induced pluripotent stem cells (NFB217) prepared from fibroblasts (7F3949) collected from the individual of donor No. 7.


(9-2) Whole-Genome DNA Methylations


In this Example, intracellular methylations were genome-widey compared between the induced malignant stem cells and the induced pluripotent stem cells, the induced non-malignant stem cells or the non-cancer site tissues. Such comparisons can be made using a commercially available methylation analysis tool such as Infinium® HumanMethylation450 BeadChip (illumina) following the instructions of the manufacturer.


Infinium® HumanMethylation450K BeadChip (illumina), which is intended for identifying methylation states genome-widely, targets multiple sites in the promotor region, 5′ untranslated region, first exon, gene, and 3′ untranslated region, and is capable of covering the whole genetic regions. The information on the genetic regions covered by Infinium® HumanMethylation450K BeadChip (illumina) is publicly available by illumina. And differential analyses in this Example were made using probes (a total of 6659 probes; the detailed information is publicly available by illumina) capable of detecting regions that show different methylations between normal and cancer cells as observed in various tissues and multiple carcinomas. BeadChip enables exhaustive analyses of 99% reference sequence genes including genes in the regions whose methylation had not been detectable with conventional methods.


In this Example, testing was made on the following points:


comparison of methylations between the induced malignant stem cells (CC4_c) and the normal cells (ncc4) (Table 11),


comparison of methylations between the induced malignant stem cells (CC11) and the induced pluripotent stem cells (nfb1-4) (Table 12),


comparison of methylations between the induced malignant stem cells (GC14) and the induced pluripotent stem cells (nfb1-4) (Table 13),


comparison of methylations between the induced non-malignant stem cells (NGC16) and the induced pluripotent stem cells (nfb1-4) (Table 14),


comparison of methylations between the induced malignant stem cells (CC35) and the induced pluripotent stem cells (nfb2-17) (Table 15),


comparison of methylations between the induced malignant stem cells (GC21) and the induced pluripotent stem cells (nfb2-17) (Table 16), and comparison of methylations between the induced malignant stem cells (GC14) and the induced non-malignant stem cells (NGC16) (Table 17).


(9-3) Results of Whole-Genome DNA Methylations and Comparative Analyses


The results of the respective comparisons are listed in the following tables.


In these tables, “TargetID” represents the IDs of the probes used in Infinium HumanMethylation450 BeadChip (illumina), and “UCSC_RefGene_Name” represents the notations of the genes present in a methylation site. “Absolute differential value” means an absolute value of the difference between the methylation levels in each TargetID of two kinds of cells; the absolute differential value is taken as zero when the methylation level in cancer cells or induced malignant stem cells is identical to the level in normal cells or induced pluripotent stem cells, and when the former level is higher or lower than the latter level, the difference is indicated in absolute values. “CHR” represents a chromosome number on which a methylation site was located.


Table 11 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (CC4_c) and the normal cells (ncc4)









TABLE 11







Comparison of methylations between the induced malignant


stem cells (CC4_c) and the normal cells (ncc4)












Absolute



TargetID
UCSC_RefGene_Name
differential value
CHR













cg24446548
TWIST1; TWIST1
0.9738708
7


cg02012576

0.96991509
12


cg20893717
EPO
0.96268476
7


cg17839237
TWIST1; TWIST1
0.96265799
7


cg02723533
CCND1
0.96218878
11


cg08684639
WDR17; WDR17
0.9510549
4


cg26770917
OLIG1; OLIG1
0.9450131
21


cg14646111
SEC23B; SEC23B; SEC23B
0.94440604
20


cg27542341
RPP25; RPP25
0.943493746
15


cg26365854
ALX4
0.94348861
11


cg15245095
SYT1; SYT1
0.94039545
12


cg22260952
CHST11
0.94032282
12


cg16532755
JAM2
0.93869771
21


cg11409659
SLC6A15; SLC6A15; SLC6A15
0.93766733
12


cg21433912

0.93732436
7


cg25115993
ULBP1
0.93283064
6


cg22834653
FGF12
0.93260221
3


cg08347500

0.93162251
16


cg04123776

0.93023146
1


cg09822538
NTNG1; NTNG1; NTNG1;
0.9243868
1



NTNG1; NTNG1; NTNG1;









There were 4,546 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the CC4_c and ncc4 samples (no detailed data shown).


Table 12 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (CC11) and the induced pluripotent stem cells (nfb1-4)









TABLE 12







Comparison of methylations between the induced malignant stem


cells (CC1_1) and the induced pluripotent stem cells (nfb1-4)












Absolute



TargetID
UCSC_RefGene_Name
differential value
CHR













cg23690264
SLITRK4
0.91062368
X


cg05135828
SLITRK4
0.90882514
X


cg04642759
SLITRK2; SLITRK2; SLITRK2;
0.86572393
X



SLITRK2;


cg25237542
SLITRK4
0.82931549
X


cg23784675
BRUNOL4; BRUNOL4;
0.8210511
18



BRUNOL4; BRUNOL4;


cg20976286
OCA2
0.81596715
15


cg10016783
SLITRK2; SLITRK2; SLITRK2;
0.81370707
X



SLITRK2;


cg03020597
SLITRK2; SLITRK2; SLITRK2;
0.78593668
X



SLITRK2;


cg09720420
SLITRK4
0.78450744
X


cg19932577

0.77379555
 8


cg18701656
SLITRK2; SLITRK2; SLITRK2;
0.76418439
X



SLITRK2;


cg00546757

0.72277891
 5


cg01560464
SLITRK4
0.7187806
X


cg12087615
KRT1
0.68419805
12


cg03398919

0.6419687
 2


cg14752426
SLITRK4
0.64067302
X


cg13868165
FAM19A5
0.6277231
22


cg22623223
PTPRN2; PTPRN2; PTPRN2
0.61213679
 7


cg17838026
KCNC3
0.61075544
19


cg13670833
KCNC3
0.54178615
19









There were 228 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the CC11 and nfb1-4 samples (no detailed data shown).


Table 13 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (GC14) and the induced pluripotent stem cells (nfb1-4).









TABLE 13







Comparison of methylations between the induced malignant stem


cells (GC1_4) and the induced pluripotent stem, cells (nfb1-4)












Absolute





differential


TargetID
UCSC_RefGene_Name
value
CHR













cg05135828
SLITRK4
0.91624837
X


cg23690264
SLITRK4
0.89657667
X


cg04642759
SLITRK2; SLITRK2; SLITRK2;
0.83346912
X



SLITRK2


cg10016783
SLITRK2; SLITRK2; SLITRK2;
0.82566516
X



SLITRK2


cg23784675
BRUNOL4; BRUNOL4; BRUNOL4;
0.8188375
18



BRUNOL4


cg20976286
OCA2
0.81232925
15


cg25237542
SLITRK4
0.80931326
X


cg19932577

0.80485815
 8


cg09720420
SLITRK4
0.7675395
X


cg03020597
SLITRK2; SLITRK2; SLITRK2;
0.76094945
X



SLITRK2


cg18701656
SLITRK2; SLITRK2; SLITRK2;
0.75933589
X



SLITRK2


cg10662395
HCN2
0.7575475
19


cg03398919

0.7195255
 2


cg01560464
SLITRK4
0.7117922
X


cg21035907

0.7065175
 8


cg13868165
FAM19A5
0.65275568
22


cg12087615
KRT1
0.64903985
12


cg14752426
SLITRK4
0.63076927
X


cg22623223
PTPRN2; PTPRN2; PTPRN2
0.60374616
 7


cg17838026
KCNC3
0.57998745
19









There were 175 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the GC14 and nfb1-4 samples (no detailed data shown).


Table 14 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (NGC16) and the induced pluripotent stem cells (nfb1-4).









TABLE 14







Comparison of methylations between the induced malignant stem cells


(NGC1_6) and the induced pluripotent stem cells (nfb1-4)












Absolute





differential


TargetID
UCSC_RefGene_Name
value
CHR













cg05135828
SLITRK4
0.961054888
X


cg23690264
SLITRK4
0.91160146
X


cg04642759
SLITRK2; SLITRK2; SLITRK2;
0.86422331
X



SLITRK2


cg10016783
SLITRK2; SLITRK2; SLITRK2;
0.85374327
X



SLITRK2


cg23784675
BRUNOL4; BRUNOL4; BRUNOL4;
0.8461818
18



BRUNOL4


cg20976286
OCA2
0.84257465
15


cg25237542
SLITRK4
0.8275699
X


cg09720420
SLITRK4
0.80247599
X


cg19932577

0.79393255
 8


cg01560464
SLITRK4
0.784122
X


cg03020597
SLITRK2; SLITRK2; SLITRK2;
0.7792446
X



SLITRK2


cg18701656
SLITRK2; SLITRK2; SLITRK2;
0.743398
X



SLITRK2


cg03398919

0.6984975
 2


cg21035907

0.6888733
 8


cg10662395
HCN2
0.6845959
19


cg12087615
KRT1
0.68453145
12


cg13868165
FAM19A5
0.65106594
22


cg14752426
SLITRK4
0.63967026
X


cg22623223
PTPRN2; PTPRN2; PTPRN2
0.61275744
 7


cg17838026
KCNC3
0.57469071
19









There were 328 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the NGC16 and nfb1-4 samples (no detailed data shown).


Table 15 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (CC35) and the induced pluripotent stem cells (nfb2-17).









TABLE 15







Comparison of methylations between the induced malignant stem


cells (CC3_5) and the induced pluripotent stem cells (nfb2-17)












Absolute



TargetID
UCSC_RefGene_Name
differential value
CHR













cg14175690
TBX15
0.87136755
1


cg12848223
NRK
0.81811498
X


cg22508145
CPAMD8
0.7880505
19 


cg04707332
TBX15
0.776628474
1


cg07758529
IL1RAPL2
0.7421806
X


cg09628195

0.73383247
1


cg019791271

0.7238544
17 


cg24434800

0.72053399
1


cg23949973
NRK
0.69776378
X


cg17436134

0.6946001
1


cg26104752
TBX15
0.67629192
1


cg14825735

0.6676352
6


cg22198853

0.6293045
6


cg05135828
SLITRK4
0.61202168
X


cg13107768

0.6070508
1


cg24189340
OPCML
0.60688017
11 


cg10145246
TBX15
0.60502888
1


cg08848171
IL1RAPL2
0.5737146
X


cg00597445
CRMP1; CRMP1
0.573366
4


cg08380440

0.5724823
11 









There were 253 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the CC35 and nfb2-17 samples (no detailed data shown).


Table 16 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (GC21) and the induced pluripotent stem cells (nfb2-17).









TABLE 16







Comparison of methylations between the induced malignant stem


cells (GC2_1) and the induced pluripotent stem cells (nfb2-17)












Absolute



TargetID
UCSC_RefGene_Name
differential value
CHR













cg14175690
TBX15
0.85855773
1


cg17436134

0.81054302
1


cg22508145
CPAMD8
0.7978189
19 


cg04707332
TBX15
0.75819962
1


cg24434800

0.75558122
1


cg09628195

0.74526895
1


cg26104752
TBX15
0.68761959
1


cg24189340
OPCML
0.68303887
11


cg26411441
HSPA12B
0.6738652
20 


cg13107768

0.64345786
1


cg14010405
GTF2B
0.6364644
1


cg10145246
TBX15
0.61224518
1


cg17811845
GTF2B
0.6093257
1


cg16415058
SORCS1; SORCS1
0.60199244
10 


cg14825735

0.5866293
6


cg03398919

0.5851406
2


cg20405017
CA10; CA10; CA10; CA10
0.5805757
17 


cg16692538

0.56036213
5


cg22623223
PTPRN2; PTPRN2; PTPRN2
0.54931728
7


cg21966410
AR
0.53896224
X









There were 366 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the GC2-1 and nfb2-17 samples (no detailed data shown).


Table 17 below lists the top 20 of the highest absolute differential values among the results of the comparison of methylations between the induced malignant stem cells (GC14) and the induced malignant stem cells (NGC16).









TABLE 17







Comparison of methylations between the induced malignant stem cells


(GC1_4) and the induced malignant stem cells (NGC1_6)












Absolute





differential


TargetID
UCSC_RefGene_Name
value
CHR













cg07194250
MGC16121; MIR503
0.2867206
X


cg11285003
HCN1
0.2442868
 5


cg22955387
MGC16121; MIR503
0.2352464
X


cg01972979
MGC16121; MIR503
0.2352133
X


cg10764762
EDNRB; EDNRB; EDNRB
0.2170448
13


cg17541715

0.2004952
 7


cg13294849
SOX2OT
0.1984132
 3


cg01817364

0.1940695
 5


cg16499677
C14orf37
0.189448
14


cg04109661
MGC16121
0.1864054
X


cg08380440

0.1861819
11


cg21858113
SCN4B; SCN4B; SCN4B; SCN4B
0.1789004
11


cg21117734

0.17773098
20


cg05449100

0.1746908
11


cg20978230
MIR503; MGC16121
0.1746845
X


cg11931762

0.169656
20


cg26444951

0.1690091
 4


cg02650401
SOX2OT
0.1644524
 3


cg11750736
TMEM220
0.1642664
17


cg19449948

0.1604955
15









There were 26 probes, in addition to the above-listed 20 probes, that showed differential values (absolute values) of 0.15 or higher between the GC14 and NGC16 samples (no detailed data shown).


In these analyses, which used probes (a total of 6659 probes) capable of detecting regions that show different methylations between normal and cancer cells as observed in various tissues and multiple carcinomas, the methylation levels were deemed different between the two samples when the difference represented by a differential value (absolute value) of 0.15 or higher was observed, and therefore the probes that exhibited a differential methylation value (absolute value) of 0.15 were selected.


The induced malignant stem cells analyzed in this Example can be considered as cells characterized both by aberration of methylations in endogenous genomic DNAs in the regions that show different methylations between normal and cancer cells as observed in multiple carcinomas, and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Preferably, the induced malignant stem cells analyzed in this Example can be considered as cells characterized both by aberration of methylations in endogenous genomic DNAs as represented by a differential value (absolute value) of 0.15 or higher in at least 20 sites of the regions that show different methylations between normal and cancer cells as observed in multiple carcinomas, and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


More preferably, the induced malignant stem cells analyzed in this Example can be described as cells characterized both by aberration of methylations of endogenous genomic DNAs as represented by a differential value (absolute value) of 0.30 or higher in at least 20 sites of the regions that show different methylations between normal and cancer cells as observed in multiple carcinomas, and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 10
Detection for Somatic Mutations of Endogenous Genomic DNAs of Induced Malignant Stem Cells

In this Example, (1)(b) somatic mutations of cancer-related gene regions (oncogenes, tumor suppressor genes, kinase genes) in endogenous genomic DNAs of induced malignant stem cells were detected, in comparison with those in genomic DNAs of cells derived from non-cancer site tissues.


(10-1) Materials


The (1)(b) somatic mutations of cancer-related gene regions (oncogenes, tumor suppressor genes, kinase genes) in endogenous genomic DNAs of induced malignant stem cells were detected by SNV (Single Nucleotide Variants) analysis.


The following samples were used in the detection for (1)(b) somatic mutations of cancer-related gene regions (oncogenes, tumor suppressor genes, kinase genes) in endogenous genomic DNAs of induced malignant stem cells:


cell population (ngc2) derived from fresh gastric non-cancer site tissues, cell population (gc2) derived from fresh gastric-cancer site tissues, and induced malignant stem cells (GC21, GC22, GC24, GC25, GC27, GC210, GC213, GC216) prepared from fresh gastric cancer tissues (gc2), which were collected from the individual of donor No. 1;


cell population (ngc3) derived from fresh colon non-cancer site tissues, and induced malignant stem cells (CC35, CC36) prepared from fresh colon cancer tissues (cc3), which were collected from the individual of donor No. 2;


cell population (ngc1) derived from fresh gastric non-cancer site tissues, induced malignant stem cells (GC14, GC16, GC17, GC18, GC19) prepared from fresh gastric cancer tissues (gc1), and induced non-malignant stem cells (NGC16, NGC17) prepared from fresh gastric non-cancer site tissues (ngc1), which were collected from the individual of donor No. 3;


cell population (ncc1) derived from colon non-cancer site tissues, and induced malignant stem cells (CC11, CC12, CC17, CC18, CC19, CC111, CC112, CC117, CC118, CC125) prepared from fresh colon cancer tissues (cc1), which were collected from the individual of donor No. 4; and


cell population (ncc4) derived from fresh colon non-cancer site tissues, and induced malignant stem cells (CC4_c, CC4_(3), CC4_(6), CC4_(9)5, CC4_(9)7, CC4_(9)11, CC4_(9)13, CC4_(3)10, CC4_(4), CC46, CC430) prepared from fresh colon cancer tissues (cc4), which were collected from the individual of donor No. 5.


(10-2) Quality Evaluation


In the process of quality evaluation for genomic DNAs of the samples, their concentration appropriateness and quality (less degradation) were confirmed by the following procedure.


Run 1: concentration: PicoGreen; quality: agarose gel electrophoresis; purity: NanoDrop


Run 2: concentration: PicoGreen; quality: agarose gel electrophoresis; purity: NanoDrop


(10-3) Library Construction


Library construction was basically performed using SureSelectXT Reagent Kit (Agilent) in accordance with Protocol Version 1.3.1 for SureSelectXT Target Enrichment System for Illumina Paired-End Sequencing Library (Agilent).


First, the genomic DNA of a sample was sonicated using Ultrasonic DNA Shearing System (Covaris Inc.) to randomly fragment the genomic DNA into approximately 150 bp segments. The fragmented genomic DNAs were subjected to end repair, addition of “A” bases to 3′ ends, and adapter ligation to form the template DNA. Thereafter, the DNA sample was used to perform PCR amplification. The PCR amplified product was subjected to enrichment of fragments including targeted regions using SureSelect Human Kinome Kit and again to PCR amplification, whereby a library was constructed.


The genes targeted by SureSelect Human Kinome Kit in this Example are listed in the following table.









TABLE 18







List of genes targeted by SureSelect Human Kinome Kit









Gene Group
No.
Names of Kinase Genes












Protein Kinase
517
AAK1, AATK, ABL1, ABL2, ACTR2, ACVR1, ACVR1B, ACVR1C,


Genes

ACVR2A, ACVR2B, ACVRL1, ADCK1, ADCK4, ADCK5, ADRBK1,




ADRBK2, AKT1, AKT2, AKT3, ALK, ALPK1, ALPK2, ALPK3,




AMHR2, ANKK1, ARAF, ATM, ATR, AURKA, AURKB, AURKC,




AXL, BCKDK, BLK, BMP2K, BMPR1A, BMPR1B, BMPR2, BMX,




BRAF, BRD2, BRD3, BRD4, BRDT, BRSK1, BRSK2, BTK, BUB1,




BUB1B, C9orf96, CABC1, CAMK1, CAMK1D, CAMK1G, CAMK2A,




CAMK2B, CAMK2D, CAMK2G, CAMK4, CAMKK1, CAMKK2,




CAMKV, CASK, CCRK, CDC2, CDC2L2, CDC2L5, CDC2L6,




CDC42BPA, CDC42BPB, CDC42BPG, CDC7, CDK10, CDK2, CDK3,




CDK4, CDK5, CDK6, CDK7, CDK8, CDK9, CDKL1, CDKL2,




CDKL3, CDKL4, CDKL5, CHEK1, CHEK2, CHUK, CIT, CLK1,




CLK2, CLK3, CLK4, CNKSR2, CRKRS, CSF1R, CSK, CSNK1A1,




CSNK1A1L, CSNK1D, CSNK1E, CSNK1G1, CSNK1G2, CSNK1G3,




CSNK2A1, CSNK2A2, DAPK1, DAPK2, DAPK3, DCLK1, DCLK2,




DCLK3, DDR1, DDR2, DMPK, DSTYK, DYRK1A, DYRK1B,




DYRK2, DYRK3, DYRK4, EEF2K, EGFR, EIF2AK1, EIF2AK2,




EIF2AK3, EIF2AK4, EPHA1, EPHA10, EPHA2, EPHA3, EPHA4,




EPHA5, EPHA6, EPHA7, EPHA8, EPHB1, EPHB2, EPHB3, EPHB4,




EPHB6, ERBB2, ERBB3, ERBB4, ERN1, ERN2, FASTK, FER, FES,




FGFR1, FGFR2, FGFR3, FGFR4, FGR, FLJ25006, FLT1, FLT3, FLT4,




FRK, FYN, GAK, GCK, GRK1, GRK4, GRK5, GRK6, GRK7, GSG2,




GSK3A, GSK3B, GUCY2C, GUCY2D, GUCY2F, HCK, HIPK1,




HIPK2, HIPK3, HIPK4, HSPB8, HUNK, ICK, IGF1R, IKBKB,




IKBKE, ILK, INSR, INSRR, IRAK1, IRAK2, IRAK3, IRAK4, ITK,




JAK1, JAK2, JAK3, KALRN, KDR, KIAA1804, KIT, KSR1, KSR2,




LATS1, LATS2, LCK, LIMK1, LIMK2, LMTK2, LMTK3, LRRK1,




LRRK2, LTK, LYN, MAK, MAP2K1, MAP2K2, MAP2K3, MAP2K4,




MAP2K5, MAP2K6, MAP2K7, MAP3K1, MAP3K10, MAP3K11,




MAP3K12, MAP3K13, MAP3K14, MAP3K15, MAP3K2, MAP3K3,




MAP3K4, MAP3K5, MAP3K6, MAP3K7, MAP3K8, MAP3K9,




MAP4K1, MAP4K2, MAP4K3, MAP4K4, MAP4K5, MAPK1,




MAPK10, MAPK11, MAPK12, MAPK13, MAPK14, MAPK15,




MAPK3, MAPK4, MAPK6, MAPK7, MAPK8, MAPK9, MAPKAPK2,




MAPKAPK3, MAPKAPK5, MARK1, MARK2, MARK3, MARK4,




MAST1, MAST2, MAST3, MAST4, MASTL, MATK, MELK,




MERTK, MET, MGC42105, MINK1, MKNK1, MKNK2, MLKL,




MOS, MST1R, MTOR, MUSK, MYLK, MYLK2, MYLK3, MYLK4,




MYO3A, MYO3B, NEK1, NEK10, NEK11, NEK2, NEK3, NEK4,




NEK5, NEK6, NEK7, NEK8, NEK9, NLK, NPR1, NPR2, NRBP1,




NRBP2, NRK, NTRK1, NTRK2, NTRK3, NUAK1, NUAK2, OBSCN,




OXSR1, PAK1, PAK2, PAK3, PAK4, PAK6, PAK7, PASK, PBK,




PCTK1, PCTK2, PCTK3, PDGFRA, PDGFRB, PDIK1L, PDK1, PDK2,




PDK3, PDK4, PDPK1, PFTK1, PFTK2, PHKG1, PHKG2, PIM1, PIM2,




PIM3, PINK1, PKLR, PKMYT1, PKN1, PKN2, PKN3, PLK1, PLK2,




PLK3, PLK4, PNCK, PRAGMIN, PRKAA1, PRKAA2, PRKACA,




PRKACB, PRKACG, PRKCA, PRKCB, PRKCD, PRKCE, PRKCG,




PRKCH, PRKCI, PRKCQ, PRKCZ, PRKD1, PRKD2, PRKD3,




PRKDC, PRKG1, PRKG2, PRKX, PRKY, PRPF4B, PSKH1, PSKH2,




PTK2, PTK2B, PTK6, PTK7, PXK, RAC1, RAF1, RAGE, RET,




RIOK1, RIOK2, RIOK3, RIPK1, RIPK2, RIPK3, RIPKA, RNASEL,




ROCK1, ROCK2, ROR1, ROR2, ROS1, MST4, RPS6KA1, RPS6KA2,




RPS6KA3, RPS6KA4, RPS6KA5, RPS6KA6, RPS6KB1, RPS6KB2,




RPS6KC1, RPS6KL1, RYK, SBK1, SBK2, SCYL1, SCYL2, SCYL3,




SGK1, SGK196, SGK2, SGK269, SGK3, SGK493, SIK1, SIK2, SIK3,




SLK, SMG1, SNRK, SPEG, SRC, SRM, SRMS, SRPK1, SRPK2,




SRPK3, STK10, STK11, STK16, STK17A, STK17B, STK19, STK24,




STK25, STK3, STK31, STK32A, STK32B, STK32C, STK33, STK35,




STK36, STK38, STK38L, STK39, STK4, STK40, STRADA, STRADB,




STYK1, SYK, TAF1, TAF1L, TAOK1, TAOK2, TAOK3, TBCK,




TBK1, TEC, TEK, TESK1, TESK2, TEX14, TGFBR1, TGFBR2, TIE1,




TLK1, TLK2, TNIK, TNK1, TNK2, TNNI3K, TP53RK, TRIB1,




TRIB2, TRIB3, TRIM24, TRIM28, TRIM33, TRIO, TRPM6, TRPM7,




TRRAP, TSSK1B, TSSK2, TSSK3, TSSK4, TSSK6, TTBK1, TTBK2,




TTK, TTN, TXK, TYK2, TYRO3, UHMK1, ULK1, ULK2, ULK3,




ULK4, VRK1, VRK2, VRK3, WEE1, WEE2, WNK1, WNK2, WNK3,




WNK4, YES1, YSK4, ZAK, ZAP70


PI3K Domain
12
PIK3C2A, PIK3C2B, PIK3C2G, PIK3C3, PIK3CA, PIK3CB, PIK3CD,


Proteins

PIK3CG, PI4KA, PI4KB, PI4K2B, PI4K2A


Diglyceride
13
AGK, CERK, DGKA, DGKB, DGKD, DGKE, DGKG, DGKH, DGKI,


Kinases

DGKQ, DGKZ, SPHK1, SPHK2


PIK3
6
PIK3R1, PIK3R2, PIK3R3, PIK3R4, PIK3R5, PIK3R6


Regulatory


Components


Inositol
9
IP6K1, IP6K2, IP6K3, IPMK, IPPK, ITPK1, ITPKA, ITPKB, ITPKC


polyphosphate


kinases [IPK


domain]


PIP4/PIP5
9
PIKFYVE, PIP4K2A, PIP4K2B, PIP4K2C, PIP5K1A, PIP5K1B,


Kinases

PIP5K1C, PIP5KL1, PIPSL


Cancer Genes
20
CDC6, CHD3, HRAS, KRAS, NRAS, PTEN, CDH1, TP53, CDKN2A,




CDKN2B, APC, RB1, CTNNB1, BRCA1, BRCA2, NF1, NF2, GATA3,




MYC, INPP4A


Additional
16
COL1A1, GAB1, HAUS3, IRS2, IRS4, KIAA1468, KLHL4, NFKB1,


Breast Cancer

NFKB1A, NFKBIE, PALB2, RHEB, RNF220, SNX4, SP1, USP28


Genes


More Cancer
10
CCND1, CCND2, CCND3, ESR1, ESR2, FBXW7, IDH1, IDH2,


Genes

MLH1, TERT


Total Genes
612









(10-4) Sequencing


DNA clusters were formed using TruSeq PE Cluster Kit v3 cBot—HS (illumina) in the DNA template amplification system (cBot) (illumina). These clusters were sequenced using TruSeq SBS Kit v3—HS (illumina) in HiSeq2000 (illumina). As a result of the sequencing, read sequences with a data amount of 1.03-4.46 Gb were obtained from the genomic DNAs of respective cells/tissues, as shown in the table below.









TABLE 19







Sequenced lengths















Original


Group ID
Sample ID
Description
RG Sample ID
(Gb)





Donor No. 1
ngc2
Non-gastric cancer tissues
MG_EX_2094_001
2.99


Donor No. 1
GC2_1
Induced malignant stem cells
MG_EX_2063_001
1.30


Donor No. 1
GC2_2
Induced malignant stem cells
MG_EX_2063_006
1.48


Donor No. 1
GC2_4
Induced malignant stem cells
MG_EX_2063_007
1.23


Donor No. 1
GC2_5
Induced malignant stem cells
MG_EX_2063_003
1.12


Donor No. 1
GC2_7
Induced malignant stem cells
MG_EX_2063_004
1.49


Donor No. 1
GC2_10
Induced malignant stem cells
MG_EX_2063_005
1.34


Donor No. 1
GC2_13
Induced malignant stem cells
MG_EX_2063_011
1.29


Donor No. 1
GC2_16
Induced malignant stem cells
MG_EX_2063_008
1.54


Donor No. 2
ncc3
Non-colon cancer tissues
MG_EX_2094_003
4.46


Donor No. 2
CC3_5
Induced malignant stem cells
MG_EX_2063_009
1.57


Donor No. 2
CC3_6
Induced malignant stem cells
MG_EX_2063_010
3.32


Donor No. 3
ngc1
Non-gastric cancer tissues
MG_EX_2093_001
1.03


Donor No. 3
gc1_4
Induced malignant stem cells
MG_EX_2093_002
1.21


Donor No. 3
gc1_6
Induced malignant stem cells
MG_EX_2093_003
1.36


Donor No. 3
gc1_7
Induced malignant stem cells
MG_EX_2093_004
1.23


Donor No. 3
gc1_8
Induced malignant stem cells
MG_EX_2093_005
1.28


Donor No. 3
gc1_9
Induced malignant stem cells
MG_EX_2093_006
1.48


Donor No. 3
ngc1_6
Induced non-malignant stem cells
MG_EX_2093_007
2.95


Donor No. 3
ngc1_7
Induced non-malignant stem cells
MG_EX_2093_008
3.06


Donor No. 4
ncc1
Non-colon cancer tissues
MG_EX_2093_009
3.69


Donor No. 4
cc1_1
Induced malignant stem cells
MG_EX_2093_011
2.64


Donor No. 4
cc1_2
Induced malignant stem cells
MG_EX_2093_032
3.58


Donor No. 4
cc1_7
Induced malignant stem cells
MG_EX_2093_013
2.99


Donor No. 4
cc1_8
Induced malignant stem cells
MG_EX_2093_014
3.50


Donor No. 4
CC1_9
Induced malignant stem cells
MG_EX_2093_035
3.37


Donor No. 4
cc1_11
Induced malignant stem cells
MG_EX_2093_016
3.12


Donor No. 4
cc1_12
Induced malignant stem cells
MG_EX_2093_036
3.11


Donor No. 4
cc1_17
Induced malignant stem cells
MG_EX_2093_017
3.84


Donor No. 4
cc1_18
Induced malignant stem cells
MG_EX_2093_018
3.99


Donor No. 4
cc1_25
Induced malignant stem cells
MG_EX_2093_019
3.13


Donor No. 5
ncc4
Non-colon cancer tissues
MG_EX_2093_020
3.94


Donor No. 5
cc4_c
Induced malignant stem cells
MG_EX_2093_022
3.48


Donor No. 5
cc4_(3)
Induced malignant stem cells
MG_EX_2093_042
3.79


Donor No. 5
cc4_(6)
Induced malignant stem cells
MG_EX_2093_030
3.69


Donor No. 5
cc4_(9)_5
Induced malignant stem cells
MG_EX_2093_049
2.93


Donor No. 5
cc4_(9)_7
Induced malignant stem cells
MG_EX_2093_051
3.36


Donor No. 5
cc4_(9)_11
Induced malignant stem cells
MG_EX_2093_053
2.94


Donor No. 5
cc4_(9)_13
Induced malignant stem cells
MG_EX_2093_054
3.56


Donor No. 5
cc4_(3)_10
Induced malignant stem cells
MG_EX_2093_027
3.81


Donor No. 5
cc4_(4)
Induced malignant stem cells
MG_EX_2093_029
3.37


Donor No. 5
cc4_6
Induced malignant stem cells
MG_EX_2093_038
3.87


Donor No. 5
cc4_30
Induced malignant stem cells
MG_EX_2093_040
2.77









(10-5) Bioinformatics


Adapter sequences and bad-quality bases were trimmed off from the read data using cutadapt method. The trimmed reads were then mapped to reference sequences using BWA (Burrows-Wheeler Aligner).


Next, SNVs (Single Nucleotide Variants)/InDels (insertions/deletions) were detected using GATK (The Genome Analysis Toolkit). The detected SNVs/InDels were annotated using dbSNP (Single Nucleotide Polymorphism database) (NCBI Build 135), CCDS (Consensus CDS) (NCBI release 20111122), RefSeq (NCBI Reference Sequence) (UCSC Genome Browser (dumped 20111122)) and other databases.


The following databases were used for bioinformatics analysis:


Reference sequences: UCSC Genome Browser hg19 (http://hgdownload.cse.ucsc.edu/goldenPath/hg19/chromosomes/)


Targeted regions: Agilent SureSelect Human Kinome Kit


dbSNP: NCBI Build 135 (ftp://ftp.ncbi.nlm.nih.gov/snp/organisms/human9606/ASN1_flat/)


CCDS: NCBI release 20111122 (ftp://ftp.ncbi.nlm.nih.gov/pub/CCDS/archive/HsGRCH37.3/CCDS.current.txt)


RefSeq: UCSC Genome Browser (dumped 20111122) (ftp://hgdownload.cse.ucsc.edu/apache/htdocs/goldenPath/hg19/database/refGene.txt.gz)


Encode: UCSC Genome Browser ENCODE/GENCODE Version 7 (ftp://hgdownload.cse.ucsc.edu/apache/htdocs/goldenPath/hg19/database/wgEncodeGencode BasicV7.txt.gz)


1000Genomes: release 20111011 (ftp://ftp.1000genomes.ebi.ac.uk/vol1/ftp/release/20110521/)


* Number of samples compiled: 1,092 samples (Among them, 89 are of Japanese (JPT) origin)


The following software versions were used for bioinformatics analysis:


Burrows-Wheeler Aligner (BWA): 0.6.2


(http://bio-bwa.sourceforge.net/index.shtml)


The Genome Analysis Toolkit (GATK): 1.5-32-g2761da9 (http://www.broadinstitute.org/gsa/wiki/index.php/The_Genome_Analysis_Toolkit)


Picard: 1.73 (http://picard.sourceforge.net/command-line-overview.shtml)


The SNVs detected in 46 samples divided into 5 groups (Groups 1-5) were primarily refined down using the following criteria:


SNVs passing the filtering using GATK scoring,


SNVs predicted as non-synonymous mutations (missence, nonsense, read-through), and


Pick up only SNVs with a depth (DepthOfCoverage value) of 8 or higher.


After the completion of the primary refinining, secondary refinining was further performed using the following criterion:


SNVs deemed to be somatic mutations (those having different genotypes among samples in the same group).


(10-6) Results


The SNVs passing the secondary refinining in respective sample groups were summarized in the table below.


























TABLE 20
















GC2_
GC2_
GC2_
GC2_
GC2_
GC2_
GC2_
GC2_











ngc2
1
2
4
5
7
10
13
16







Al-



MG_
MG_
MG_
MG_
MG_
MG_
MG_
MG_
MG_






Ref-
ter-



EX_
EX_
EX_
EX_
EX_
EX_
EX_
EX_
EX_




Chrom
Chrom
er-
na-


Func-
2094_
2063_
2063_
2063_
2063_
2063_
2063_
2063_
2063_
QC


Chrom
Start
End
ence
tives
Type
Gene
tion
001
001
006
007
003
004
005
011
008
QC










Group 1
























 1
 1575715
 1575715
C
T
SNV
CDK11B,
Mis-
C/C
C/T
C/C
C/T
C/T
C/C
C/C
C/T
C/C









CDK11A
sense












 1
 32828420
 32828420
G
A
SNV
TSSK3,
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/A
G/G









LOC-
sense


















1001-



















28071,



















RP4-



















811H24.6













 1
 38184063
 38184063
C
A
SNV
EPHA10
Mis- sense
C/A
C/C
C/C
C/C
C/C


embedded image


C/C
C/C
C/C
O.K.


 1
228430947
228430947
C
G
SNV
OBSCN
Mis-
C/G
C/G
C/G
C/C
C/C
C/G
C/G
C/G
C/G










sense












 1
228464248
228464248
T
G
SNV
OBSCN, AL- 353593.1
Mis- sense
T/G
T/G


embedded image


T/G
T/G
T/G
T/G
T/G
T/G
O.K.


 2
148676144
148676144
A
C
SNV
ACVR2A
Mis-
A/C
A/C
A/A
A/C
A/A
A/C
A/C
A/C
A/C










sense












 2
174086046
174086046
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/G
A/A









MLK7
sense


















AS1,



















AC-



















013461.1,



















AC-



















013461.2













 2
174086076
174086076
A
C
SNV
ZAK, MLK7 AS1, AC- 013461.1, AC- 013461.2
Mis- sense
A/A
A/A
A/A
A/A
A/A
A/A
A/A


embedded image


A/A
O.K.


 2
179500729
179500729
C
T
SNV
TTN, MIR548N, AC- 010680.1
Mis- sense
C/C
C/C
C/C
C/C
C/C
C/C
C/C


embedded image


C/C
O.K.


 2
209195248
209195248
C
A
SNV
PIKFYVE
Mis-
C/A
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/C










sense












 2
242047605
242047605
T
G
SNV
PASK
Mis-
T/T
T/G
T/T
T/G
T/T
T/T
T/G
T/T
T/T










sense












 3
 41267227
 41267227
A
G
SNV
CTNNB1
Mis- sense
A/A


embedded image


A/A
A/A
A/A
A/A
A/A
A/A
A/A
O.K.


 3
 43389767
 43389767
G
T
SNV
SNRK
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/T
G/T
G/T










sense












 3
196529982
196529982
A
G
SNV
PAK2
Mis-
A/A
A/A
A/A
A/A
A/G
A/A
A/A
A/A
A/A










sense












 4
 1804786
 1804786
G
A
SNV
FGFR3
Mis- sense
G/G
G/G
G/G
G/G
G/G
G/G
G/G


embedded image


G/G
O.K.


 4
 66467418
 66467418
A
C
SNV
EPHA5
Mis-
A/A
A/A
A/A
A/C
A/C
A/A
A/A
A/A
A/A










sense












 4
107168372
107168372
T
G
SNV
TBCK
Mis-
T/T
T/T
T/T
T/G
T/T
T/G
T/G
T/T
T/T










sense












 5
 14509521
 14509521
A
G
SNV
TRIO
Mis-
A/A
A/G
A/G
A/G
A/G
A/G
A/G
A/G
A/G










sense












 5
148897392
148897392
T
G
SNV
CSNK1A1
Mis-
T/T
T/T
T/T
T/T
T/T
T/T
T/T
T/G
T/T
Ques-









sense









tion-



















able


 6
 36489585
 36489585
C
A
SNV
STK38
Mis-
C/C
C/A
C/A
C/A
C/C
C/A
C/A
C/C
C/A










sense












 6
 43111336
 43111336
G
T
SNV
PTK7
Mis-
G/T
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G










sense












 6
 91226381
 91226381
G
A
SNV
MAP3K7
Mis- sense
G/G
G/G
G/G
G/G
G/G
G/G
G/G


embedded image


G/G
O.K.


 6
110942394
110942394
G
T
SNV
CDK19
Mis-
G/T
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G










sense












 7
 14724963
 14724963
C
T
SNV
DGKB
Mis- sense
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/C


embedded image


O.K.


 7
 40132405
 40132405
A
C
SNV
CDK13
Mis- sense
A/A
A/A
A/A
A/A
A/A
A/A
A/A


embedded image


A/A
O.K.


 7
 40132455
 40132455
A
T
SNV
CDK13
Mis- sense
A/A
A/A
A/A
A/A
A/A
A/A
A/A


embedded image


A/A
O.K.


 7
 40134451
 40134451
A
G
SNV
CDK13
Mis- sense
A/A
A/A
A/A
A/A
A/A
A/A
A/A


embedded image


A/A
O.K.


 7
 44259762
 44259762
T
G
SNV
CAMK2B
Mis-
T/T
T/T
T/G
T/T
T/T
T/T
T/T
T/G
T/T










sense












 7
 95216415
 95216415
C
A
SNV
PDK4
Mis-
C/C
C/A
C/A
C/C
C/A
C/A
C/C
C/A
C/A










sense












 7
 98547196
 98547196
G
T
SNV
TRRAP
Mis-
G/T
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G










sense












 8
 8239069
 8239069
C
A
SNV
SGK223,
Mis-
C/A
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/C









AC-
sense


















068353.1













 9
 77403574
 77403574
C
A
SNV
TRPM6
Mis-
C/C
C/C
C/C
C/A
C/C
C/C
C/A
C/A
C/C










sense












10
 75585058
 75585058
G
A
SNV
CAMK2G
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/A
G/G










sense












10
121214789
121214789
T
G
SNV
GRK5
Mis-
T/T
T/T
T/T
T/T
T/T
T/T
T/T
T/T
T/G










sense












12
121678341
121678341
G
T
SNV
CAMKK2,
Mis-
G/G
G/T
G/T
G/T
G/T
G/T
G/T
G/G
G/T









AC-
sense


















084018.1













12
121712280
121712280
T
G
SNV
CAMKK2,
Mis-
T/T
T/G
T/T
T/T
T/G
T/G
T/T
T/G
T/G









AC
sense


















084018.1













15
 77474141
 77474141
A
C
SNV
PEAK1,
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/C
A/A
Ques-








AC-
sense









tion-








087465.1










able


15
 77474144
 77474144
T
C
SNV
PEAK1,
Mis-
T/T
T/T
T/T
T/T
T/T
T/T
T/T
T/C
T/T
Ques-








AC-
sense









tion-








087465.1










able


15
 77474163
 77474163
C
T
SNV
PEAK1,
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/T
C/C
Ques-








AC-
sense









tion-








087465.1










able


15
 77474172
 77474172
G
A
SNV
PEAK1,
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/A
G/G
Ques-








AC-
sense









tion-








087465.1










able


15
 90627535
 90627535
A
T
SNV
IDH2
Mis- sense
A/A
A/A
A/A
A/A


embedded image


A/A
A/A
A/A
A/A
O.K.


15
 99250869
 99250869
A
T
SNV
IGF1R
Mis- sense
A/A
A/A
A/A
A/A
A/A
A/A
A/A


embedded image


A/A
O.K.


16
 46744689
 46744689
C
A
SNV
MYLK3
Mis-
C/C
C/A
C/A
C/A
C/A
C/C
C/A
C/A
C/A










sense












17
 7796815
 7796815
G
C
SNV
CHD3
Mis-
G/C
G/C
G/C
G/C
G/C
G/C
G/C
G/C
G/G










sense












17
 7796819
 7796819
T
C
SNV
CHD3
Mis-
T/T
T/C
T/C
T/C
T/T
T/C
T/T
T/C
T/T










sense












17
 26369915
 26369915
G
A
SNV
NLK
Mis- sense
G/G
G/G
G/G
G/G
G/G
G/G
G/G


embedded image


G/G
O.K.


18
 59919898
 59919898
C
A
SNV
KIAA-
Mis-
C/A
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/C









1466
sense












19
 48997039
 48997039
C
G
SNV
LMTK3
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/G
C/C
Ques-









sense









tion-



















able


19
 48997079
 48997079
C
T
SNV
LMTK3
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/T
C/C
Ques-









sense









tion-



















able


19
 48997084
 48997084
G
C
SNV
LMTK3
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/C
G/G
Ques-









sense









tion-



















able


20
 42204913
 42204913
A
C
SNV
SGK2
Mis-
A/A
A/C
A/C
A/C
A/A
A/C
A/C
A/A
A/C










sense












X
105150441
105150441
A
G
SNV
NRK
Mis- sense
A/A
A/A
A/A


embedded image


A/A
A/A
A/A
A/A
A/A
O.K.





























ncc3
CC3_5
CC3_6







Al-



MG_
MG_
MG_






Ref-
ter-



EX_
EX_
EX_




Chrom
Chrom
er-
na-



2094_
2063_
2063_
QC


Chrom
Start
End
ence
tives
Type
Gene
Function
003
009
010
QC










Group 2


















 1
 22919842
 22919842
C
G
SNV
EPHA8
Missense
C/C
C/C


embedded image


O.K.


 1
226923938
226923938
A
C
SNV
ITPKB
Missense
C/C
A/C
C/C
Ques-













tion-













able


 1
228434292
228434292
C
G
SNV
OBSCN
Missense
C/C
C/C
C/G



 1
233497836
233497836
C
A
SNV
KIAA
Missense
C/A
C/C
C/C









1804,













RP5-













862P8.2







 2
209195248
209195248
C
A
SNV
PIKFYVE
Missense
C/A
C/C
C/C



 3
123988019
123988019
C
A
SNV
KALRN
Missense
C/A
C/C
C/C



 4
 1804770
 1804770
A
C
SNV
FGFR3
Missense
A/A


embedded image


A/A
O.K.


 4
 1804786
 1804786
G
A
SNV
FGFR3
Missense
G/G


embedded image


G/G
O.K.


 6
 36489585
 36489585
C
A
SNV
STK38
Missense
C/C
C/A
C/A



 6
 43111336
 43111336
G
T
SNV
PTK7
Missense
G/T
G/G
G/G



 6
110942394
110942394
G
T
SNV
CDK19
Missense
G/T
G/G
G/G



 7
 95216415
 95216415
C
A
SNV
PDK4
Missense
C/A
C/C
C/A



 7
 98547196
 98547196
G
T
SNV
TRRAP
Missense
G/T
G/G
G/G



 8
 8239069
 8239069
C
A
SNV
SGK223,
Missense
C/A
C/C
C/C









AC-













068353.1







 9
 77403574
 77403574
C
A
SNV
TRPM6
Missense
C/C
C/C
C/A



 9
 96055149
 96055149
T
G
SNV
WNK2
Missense
T/T
T/T
T/G
Ques-













tion-













able


10
 75585058
 75585058
G
A
SNV
CAMK2G
Missense
G/G


embedded image


G/G
O.K.


11
108175544
108175544
C
G
SNV
ATM
Missense
C/C
C/C
C/G
Ques-













tion-













able


12
121678327
121678327
C
T
SNV
CAMKK2,
Missense
C/C
C/T
C/C









AC-













084018.1







12
121678341
121678341
G
T
SNV
CAMKK2,
Missense
G/G
G/T
G/G









AC-













084018.1







17
 7796803
 7796803
T
C
SNV
CHD3
Missense
T/T
T/C
T/C
Ques-













tion-













able


17
 41245693
 41245693
G
T
SNV
BRCA1
Missense
G/T
G/G
G/G



18
 18534948
 18534948
G
C
SNV
ROCK1
Missense
G/C
G/G
G/G



19
 49012702
 49012702
A
C
SNV
LMTK3
Missense
A/A
A/C
A/C
Ques-













tion-













able


20
 42204913
 42204913
A
C
SNV
SGK2
Missense
A/A
A/C
A/C
Ques-













tion-













able


































ngc1
gc1_4
gc1_6
gc1_7
gc1_8
gc1_9
ngc1_6
ngc1_7







Al-



MG_
MG_
MG_
MG_
MG_
MG_
MG_
MG_






Ref-
ter-



EX_
EX_
EX_
EX_
EX_
EX_
EX_
EX_




Chrom
Chrom
er-
na-


Func-
2093_
2093_
2093_
2093_
2093_
2093_
2093_
2093_
QC


Chrom
Start
End
ence
tives
Type
Gene
tion
001
002
003
004
005
006
007
008
QC










Group 3























 1
 9780836
 9780836
T
G
SNV
PIK3CD
Mis-
T/T
T/G
T/G
T/G
T/G
T/G
T/T
T/T
Ques-









sense








tion-


















able


 1
 16474932
 16474932
A
C
SNV
EPHA2
Mis-
A/C
A/C
A/A
A/C
A/C
A/C
A/A
A/A










sense











 1
 38184063
 38184063
C
A
SNV
EPHA10
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/A










sense











 1
228430947
228430947
C
G
SNV
OBSCN
Mis-
C/G
C/G
C/G
C/G
C/G
C/G
C/C
C/C










sense











 1
228434292
228434292
C
G
SNV
OBSCN
Mis-
C/G
C/G
C/G
C/C
C/G
C/C
C/C
C/C










sense











 1
228464168
228464168
G
C
SNV
OBSCN,
Mis-
G/C
G/C
G/C
G/G
G/C
G/G
G/G
G/G









AL-
sense

















353593.1












 1
233497836
233497836
C
A
SNV
KIAA
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/A









1804,
sense

















RP5-


















862P8.2












 2
112705138
112705138
G
A
SNV
MERTK
Mis- sense
G/G
G/G


embedded image




embedded image


G/G


embedded image


G/G
G/G
O.K.


 2
158485099
158485099
C
A
SNV
ACVR1C,
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/C









AC-
sense

















019186.1












 2
179634421
179634421
T
G
SNV
TTN
Mis-
T/G
T/G
T/G
T/G
T/G
T/G
T/G
T/T
Ques-









sense








tion-


















able


 2
209195248
209195248
C
A
SNV
PIKFYVE
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/C










sense











 2
242047605
242047605
T
G
SNV
PASK
Mis-
T/G
T/T
T/G
T/T
T/G
T/G
T/T
T/T










sense











 3
 41278119
 41278119
C
A
SNV
CTNNB1
Mis-
C/A
C/C
C/A
C/A
C/A
C/A
C/C
C/C










sense











 3
 43389767
 43389767
G
T
SNV
SNRK
Mis-
G/G
G/T
G/G
G/T
G/T
G/G
G/G
G/G
Ques-









sense








tion-


















able


 3
123988019
123988019
C
A
SNV
KALRN
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/A










sense











 3
184293716
184293716
A
C
SNV
EPHB3,
Mis-
A/C
A/C
A/A
A/C
A/A
A/A
A/A
A/A









EIF285
sense











 4
 66467418
 66467418
A
C
SNV
EPHA5
Mis-
A/A
A/A
A/C
A/C
A/A
A/C
A/A
A/A










sense











 4
 76522293
 76522293
G
T
SNV
CDKL2
Mis-
G/T
G/T
G/T
G/T
G/G
G/T
G/G
G/G










sense











 4
107168372
107168372
T
G
SNV
TBCK
Mis-
T/G
T/T
T/T
T/G
T/G
T/G
T/T
T/T










sense











 5
 96518822
 96518822
T
G
SNV
RIOK2,
Mis-
T/T
T/G
T/G
T/T
T/G
T/T
T/T
T/T
Ques-








CTD-
sense








tion-








2215E-









able








18.1,


















RP11-


















155G15.2












 6
 43111336
 43111336
G
T
SNV
PTK7
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/T
G/T










sense











 7
 40134451
 40134451
A
G
SNV
CDK13
Mis- sense
A/A
A/A
A/A


embedded image


A/A
A/A
A/A
A/A
O.K.


 7
 44259762
 44259762
T
G
SNV
CAMK2B
Mis-
T/G
T/G
T/T
T/G
T/G
T/G
T/T
T/T










sense











 7
 95216415
 95216415
C
A
SNV
PDK4
Mis-
C/A
C/A
C/A
C/C
C/A
C/A
C/C
C/C










sense











 7
 98547196
 98547196
G
T
SNV
TRRAP
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/T
G/T










sense











 7
138145436
138145436
C
A
SNV
TRIM24
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/A
Ques-









sense








tion-


















able


 7
138252385
138252385
C
A
SNV
TRIM24
Mis-
C/C
C/A
C/C
C/A
C/A
C/A
C/C
C/C
Ques-









sense








tion-


















able


 8
 8239069
 8239069
C
A
SNV
SGK223,
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/A









AC-
sense

















068353.1












 9
 21971137
 21971137
T
G
SNV
CDKN2A
Mis-
T/G
T/T
T/G
T/G
T/G
T/G
T/T
T/T










sense











 9
 77403574
 77403574
C
A
SNV
TRPM6
Mis-
C/C
C/A
C/A
C/A
C/A
C/C
C/C
C/C
Ques-









sense








tion-


















able


13
110434668
110434668
C
A
SNV
IRS2
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/A










sense











13
110437802
110437802
A
C
SNV
IRS2
Mis-
A/C
A/A
A/A
A/C
A/C
A/C
A/A
A/A
Ques-









sense








tion-


















able


15
 91436551
 91436551
A
G
SNV
FES,
Mis-
A/A
A/G
A/A
A/G
A/G
A/G
A/A
A/A
Ques-








AC-
sense








tion-








068831.1









able


15
 99250895
 99250895
G
T
SNV
IGF1R
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/T










sense











17
 7796803
 7796803
T
C
SNV
CHD3
Mis-
T/C
T/C
T/C
T/C
T/C
T/C
T/C
T/T










sense











17
 7796806
 7796806
G
C
SNV
CHD3
Mis-
G/C
G/G
G/G
G/G
G/G
G/C
G/G
G/G










sense











17
 7796819
 7796819
T
C
SNV
CHD3
Mis-
T/C
T/C
T/T
T/T
T/T
T/T
T/T
T/T










sense











17
 19284136
 19284136
G
C
SNV
MAPK7
Mis-
G/C
G/C
G/G
G/G
G/C
G/G
G/G
G/G










sense











17
 27064863
 27064863
G
A
SNV
NEK8
Mis-
G/A
G/G
G/A
G/A
G/G
G/G
G/G
G/G










sense











17
 41245693
 41245693
G
T
SNV
BRCA1
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/T
G/T










sense











18
 18534948
 18534948
G
C
SNV
ROCK1
Mis-
G/G
G/C
G/G
G/G
G/C
G/C
G/C
G/G
Ques-









sense








tion-


















able


18
 59919898
 59919898
C
A
SNV
KIAA-
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/A









1468
sense











19
 40316422
 40316422
T
G
SNV
DYRK1B
Mis-
T/G
T/G
T/T
T/G
T/T
T/G
T/T
T/T










sense











20
 42204913
 42204913
A
C
SNV
SGK2
Mis-
A/A
A/C
A/C
A/C
A/C
A/A
A/A
A/A










sense











X
 19398339
 19398339
C
G
SNV
MAP-
Mis-
C/C
C/C
C/C
C/G
C/C
C/C
C/C
C/C









3K15
sense







































CC1_9

cc1_













cc1_2


NO. 2
cc1_
12











ncc1
cc1_1
NO. 1
cc1_7
cc1_8
MG_
11
NO. 1
cc1_17






Al-



MG_
MG_
MG_
MG_
MG_
EX_
MG_
MG_
MG_





Ref-
ter-



EX_
EX_
EX_
EX_
EX_
2093_
EX_
EX_
EX_



Chrom
Chrom
er-
na-


Func-
2093_
2093_
2093_
2093_
2093_
035
2093_
2093_
2093_


Chrom
Start
End
ence
tives
Type
Gene
tion
009
011
032
013
014
(CC1_9
016
036
017










Group 4























 1
 1575715
 1575715
C
T
SNV
CDK116,
Mis-
C/C
C/C
C/T
C/C
C/T
C/T
C/C
C/T
C/C








CDK11A
sense











 1
233497836
233497836
C
A
SNV
KIAA-
Mis-
C/A
C/C
C/A
C/A
C/C
C/C
C/A
C/C
C/C








1804,
sense

















RP5-


















862P8.2












 2
 29416635
 29416635
C
A
SNV
ALK
Mis-
C/A
C/A
C/C
C/A
C/C
C/C
C/C
C/C
C/C









sense











 2
 29448410
 29448410
T
G
SNV
ALK
Mis-
T/G
T/G
T/G
T/T
T/T
T/G
T/G
T/T
T/T









sense











 2
 37336419
 37336419
C
T
SNV
EIF2AK2
Mis- sense
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/C
C/C


 2
158485099
158485099
C
A
SNV
ACVR1C,
Mis-
C/C
C/C
C/C
C/A
C/C
C/A
C/C
C/A
C/C








AC-
sense

















019186.1












 2
179408086
179408086
A
G
SNV
TTN, MIR- 548N, LOC- 1005- 06866, AC- 009948.3
Mis- sense
A/A
A/A
A/A
A/A
A/A


embedded image


A/A
A/A
A/A


 2
179634421
179634421
T
G
SNV
TTN
Mis-
T/T
T/G
T/G
T/G
T/G
T/G
T/G
T/G
T/T









sense











 2
209195248
209195248
C
A
SNV
PIKFYVE
Mis-
C/A
C/A
C/C
C/A
C/C
C/A
C/C
C/A
C/A









sense











 3
 41705179
 41705179
A
C
SNV
ULK4
Mis- sense
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/A


 3
123988019
123988019
C
A
SNV
KALRN
Mis-
C/A
C/C
C/C
C/A
C/C
C/C
C/C
C/C
C/C









sense











 5
112769527
112769527
C
T
SNV
MCC, TSSK1B, CTD- 2201G3.1
Mis- sense
C/C
C/C
C/C
C/C


embedded image


C/C
C/C
C/C
C/C


 5
180048626
180048626
C
T
SNV
FLT4
Mis- sense
C/C


embedded image


C/C
C/C
C/C
C/C
C/C
C/C
C/C


 6
 31947203
 31947203
T
C
SNV
STK19, XXbac- BPG- 116M5.15
Mis- sense
T/T
T/T


embedded image


T/T
T/T
T/T
T/T
T/T
T/T


 6
 36489585
 36489585
C
A
SNV
STK38
Mis-
C/A
C/C
C/A
C/A
C/A
C/A
C/A
C/A
C/A









sense











 6
110942394
110942394
G
T
SNV
CDK19
Mis-
G/T
G/T
G/G
G/T
G/T
G/G
G/T
G/T
G/T









sense











 7
 23808650
 23808650
G
T
SNV
STK31
Mis- sense
G/G
G/G
G/G
G/G
G/G
G/G


embedded image


G/G
G/G


 7
 95216415
 95216415
C
A
SNV
PDK4
Mis-
C/C
C/A
C/A
C/A
C/C
C/A
C/C
C/C
C/C









sense











 7
 98490141
 98490141
G
C
SNV
TRRAP
Mis- sense
G/G
G/G
G/G
G/G
G/G
G/G
G/G


embedded image


G/G


 7
 98547196
 98547196
G
T
SNV
TRRAP
Mis-
G/T
G/T
G/T
G/T
G/T
G/T
G/T
G/T
G/T









sense











 7
138145436
138145436
C
A
SNV
TRIM24
Mis-
C/C
C/A
C/C
C/A
C/C
C/C
C/A
C/C
C/C









sense











 8
 8239069
 8239069
C
A
SNV
SGK223,
Mis-
C/A
C/A
C/A
C/A
C/A
C/C
C/A
C/A
C/A








AC-
sense

















068353.1












 8
144800905
144800905
A
C
SNV
MAPK15,
Mis-
A/A
A/A
A/C
A/A
A/A
A/A
A/A
A/A
A/A








RP11-
sense

















429J17.5












10
 99400747
 99400747
C
A
SNV
PI4K2A,
Mis-
C/C
C/A
C/A
C/A
C/C
C/C
C/C
C/C
C/A








RP11-
sense

















548K23.11












11
 46369267
 46369267
G
A
SNV
DGKZ
Mis-
G/A
G/G
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense











12
 1009680
 1009680
C
T
SNV
WNK1
Mis- sense
C/C
C/C
C/C
C/C


embedded image


C/C
C/C
C/C
C/C


13
110434668
110434668
C
A
SNV
IRS2
Mis-
C/A
C/A
C/A
C/A
C/A
C/C
C/A
C/A
C/A









sense











13
110437802
110437802
A
C
SNV
IRS2
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/A









sense











14
 24808802
 24808802
G
T
SNV
RIPK3
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/T
G/G
G/G









sense











15
 91436551
 91436551
A
G
SNV
FES,
Mis-
A/A
A/G
A/A
A/A
A/G
A/A
A/G
A/A
A/G








AC-
sense

















068831.1












15
 99250895
 99250895
G
T
SNV
IGF1R
Mis-
G/T
G/T
G/G
G/T
G/G
G/T
G/G
G/T
G/T









sense











16
 23690401
 23690401
C
T
SNV
PLK1
Mis- sense
C/C
C/C


embedded image


C/C
C/C
C/C
C/C
C/C
C/C


16
 46744689
 46744689
C
A
SNV
MYLK3
Mis-
C/A
C/C
C/C
C/C
C/C
C/C
C/C
C/A
C/C









sense











17
 7796803
 7796803
T
C
SNV
CHD3
Mis-
T/C
T/T
T/C
T/T
T/C
T/C
T/C
T/T
T/T









sense











17
 8789811
 8789811
G
A
SNV
PIK3R5
Non- sense
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G


17
 37881392
 37881392
A
G
SNV
ERBB2,
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/A
A/A








MIR4728
sense











17
 41245693
 41245693
G
T
SNV
BRCA1
Mis-
G/G
G/T
G/G
G/T
G/G
G/T
G/G
G/G
G/G









sense











18
 18534948
 18534948
G
C
SNV
ROCK1
Mis-
G/G
G/C
G/C
G/G
G/G
G/G
G/C
G/G
G/C









sense











19
 2046399
 2046399
G
A
SNV
MKNK2
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense











19
 47193933
 47193933
G
T
SNV
PRKD2
Mis-
G/G
G/T
G/G
G/T
G/G
G/G
G/G
G/G
G/G









sense






























cc1_18
cc1_25








Al-



MG_
MG_







Ref-
ter-



EX_
EX_





Chrom
Chrom
er-
na-


Func-
2093_
2093_
QC



Chrom
Start
End
ence
tives
Type
Gene
tion
018
019
QC










Group 4



















 1
 1575715
 1575715
C
T
SNV
CDK116,
Mis-
C/T
C/C










CDK11A
sense






 1
233497836
233497836
C
A
SNV
KIAA-
Mis-
C/C
C/A










1804,
sense












RP5-













862P8.2







 2
 29416635
 29416635
C
A
SNV
ALK
Mis-
C/C
C/A











sense






 2
 29448410
 29448410
T
G
SNV
ALK
Mis-
T/G
T/G











sense






 2
 37336419
 37336419
C
T
SNV
EIF2AK2
Mis- sense


embedded image


C/C
O.K.



 2
158485099
158485099
C
A
SNV
ACVR1C,
Mis-
C/C
C/A
Ques-









AC-
sense


tion-









019186.1



able



 2
179408086
179408086
A
G
SNV
TTN, MIR- 548N, LOC- 1005- 06866, AC- 009948.3
Mis- sense
A/A
A/A
O.K.



 2
179634421
179634421
T
G
SNV
TTN
Mis-
T/G
T/G











sense






 2
209195248
209195248
C
A
SNV
PIKFYVE
Mis-
C/C
C/A











sense






 3
 41705179
 41705179
A
C
SNV
ULK4
Mis- sense
A/A


embedded image


O.K.



 3
123988019
123988019
C
A
SNV
KALRN
Mis-
C/C
C/A











sense






 5
112769527
112769527
C
T
SNV
MCC, TSSK1B, CTD- 2201G3.1
Mis- sense
C/C
C/C
O.K.



 5
180048626
180048626
C
T
SNV
FLT4
Mis- sense
C/C
C/C
O.K.



 6
 31947203
 31947203
T
C
SNV
STK19, XXbac- BPG- 116M5.15
Mis- sense
T/T
T/T
O.K.



 6
 36489585
 36489585
C
A
SNV
STK38
Mis-
C/A
C/A











sense






 6
110942394
110942394
G
T
SNV
CDK19
Mis-
G/T
G/G











sense






 7
 23808650
 23808650
G
T
SNV
STK31
Mis- sense
G/G
G/G
O.K.



 7
 95216415
 95216415
C
A
SNV
PDK4
Mis-
C/C
C/C











sense






 7
 98490141
 98490141
G
C
SNV
TRRAP
Mis- sense
G/G
G/G
O.K.



 7
 98547196
 98547196
G
T
SNV
TRRAP
Mis-
G/T
G/T











sense






 7
138145436
138145436
C
A
SNV
TRIM24
Mis-
C/C
C/A











sense






 8
 8239069
 8239069
C
A
SNV
SGK223,
Mis-
C/A
C/C










AC-
sense












068353.1







 8
144800905
144800905
A
C
SNV
MAPK15,
Mis-
A/A
A/C










RP11-
sense












429J17.5







10
 99400747
 99400747
C
A
SNV
PI4K2A,
Mis-
C/A
C/A










RP11-
sense












548K23.11







11
 46369267
 46369267
G
A
SNV
DGKZ
Mis-
G/A
G/G











sense






12
 1009680
 1009680
C
T
SNV
WNK1
Mis- sense
C/C
C/C
O.K.



13
110434668
110434668
C
A
SNV
IRS2
Mis-
C/A
C/A











sense






13
110437802
110437802
A
C
SNV
IRS2
Mis-
A/C
A/A











sense






14
 24808802
 24808802
G
T
SNV
RIPK3
Mis-
G/G
G/G











sense






15
 91436551
 91436551
A
G
SNV
FES,
Mis-
A/G
A/A










AC-
sense












068831.1







15
 99250895
 99250895
G
T
SNV
IGF1R
Mis-
G/T
G/G











sense






16
 23690401
 23690401
C
T
SNV
PLK1
Mis- sense
C/C
C/C
O.K.



16
 46744689
 46744689
C
A
SNV
MYLK3
Mis-
C/A
C/A











sense






17
 7796803
 7796803
T
C
SNV
CHD3
Mis-
T/T
T/T
Ques-










sense


tion-













able



17
 8789811
 8789811
G
A
SNV
PIK3R5
Non- sense
G/G


embedded image


O.K.



17
 37881392
 37881392
A
G
SNV
ERBB2,
Mis-
A/A
A/A
O.K.









MIR4728
sense






17
 41245693
 41245693
G
T
SNV
BRCA1
Mis-
G/G
G/G











sense






18
 18534948
 18534948
G
C
SNV
ROCK1
Mis-
G/G
G/C











sense






19
 2046399
 2046399
G
A
SNV
MKNK2
Mis-
G/G
G/G
O.K.










sense






19
 47193933
 47193933
G
T
SNV
PRKD2
Mis-
G/G
G/G











sense



































cc4_
cc4_

cc4_












cc4_3
6_
9_5
cc4_
9_11










ncc4
cc4_c
NO. 1
mix
NO. 1
9_7
NO. 2






Al-



MG_
MG_
MG_
MG_
MG_
MG_
MG_





Ref-
ter-



EX_
EX_
EX_
EX_
EX_
EX_
EX_



Chrom
Chrom
er-
na-


Func-
2093_
2093_
2093_
2093_
2093_
2093_
2093_


Chrom
Start
End
ence
tives
Type
Gene
tion
020
022
042
030
049
051
053










Group 5





















 1
 11303178
 11303178
C
T
SNV
MTOR
Mis- sense
C/C


embedded image




embedded image




embedded image


C/C


embedded image


C/C


 1
 16455972
 16455972
C
T
SNV
EPHA2
Mis- sense
C/C
C/C
C/C


embedded image


C/C
C/C
C/C


 1
 32828420
 32828420
G
A
SNV
TSSK3,
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G








LOC-
sense















100128071,
















RP4-
















811H24.6










 1
 38184063
 38184063
C
A
SNV
EPHA10
Mis-
C/A
C/A
C/A
C/A
C/A
C/C
C/A









sense









 1
 43784969
 43784969
G
A
SNV
TIE1
Mis-
G/G
G/A
G/A
G/A
G/A
G/A
G/A









sense









 1
 45101277
 45101277
A
G
SNV
RNF220,
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A








TMEM53
sense









 1
 45102063
 45102063
G
C
SNV
RNF220,
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G








TMEM53
sense









 1
 46497963
 46497963
A
T
SNV
MAST2
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









 1
 89206855
 89206855
G
A
SNV
PKN2
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 1
114940422
114940422
T
A
SNV
TRIM33
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T









sense









 1
114940464
114940464
G
T
SNV
TRIM33
Mis-
G/G
G/G
G/G
G/G
G/G
G/T
G/G









sense









 1
114940481
114940481
G
C
SNV
TRIM33
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









 1
151209184
151209184
A
G
SNV
PIP5K1A
Mis-
A/A
A/G
A/A
A/G
A/A
A/G
A/A









sense









 1
156810871
156810871
G
T
SNV
INSRR,
Mis-
G/G
G/G
G/G
G/G
G/G
G/T
G/G








NTRK1
sense









 1
156823631
156823631
G
T
SNV
INSRR,
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G








NTRK1
sense









 1
156823679
156823679
C
T
SNV
INSRR,
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C








NTRK1
sense









 1
169831834
169831834
G
A
SNV
SCYL3
Mis-
G/G
G/A
G/G
G/G
G/G
G/G
G/G









sense









 1
179077409
179077409
A
G
SNV
ABL2
Mis- sense
A/A
A/A
A/A
A/A
A/A


embedded image


A/A


 1
179077641
179077641
G
C
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









 1
179077643
179077643
G
A
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 1
179077662
179077662
G
A
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 1
179077670
179077670
G
A
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 1
179077884
179077884
T
C
SNV
ABL2
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 1
213349771
213349771
T
C
SNV
RPS6KC1
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 1
213349777
213349777
A
G
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 1
213415637
213415637
A
G
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 1
213415653
213415653
T
C
SNV
RPS6KC1
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 1
213415977
213415977
A
G
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 1
213415981
213415981
A
C
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A









sense









 1
227300392
227300392
T
C
SNV
CDC42BPA
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 1
227300421
227300421
A
G
SNV
CDC42BPA
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 1
228456288
228456288
C
T
SNV
OBSCN
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C









sense









 1
228522915
228522915
C
T
SNV
OBSCN
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C









sense









 1
228547855
228547855
A
G
SNV
OBSCN
Mis-
A/A
A/G
A/A
A/A
A/A
A/A
A/A









sense









 1
233464204
233464204
C
T
SNV
KIAA1804,
Non-
C/C
C/C
C/C
C/T
C/C
C/C
C/C








RP5-
sense















862P8.2










 1
233497836
233497836
C
A
SNV
KIAA1804,
Mis-
C/C
C/A
C/A
C/C
C/C
C/A
C/A








RP5-
sense















862P8.2










 2
29448410
29448410
T
G
SNV
ALK
Mis-
T/G
T/G
T/T
T/G
T/G
T/G
T/G









sense









 2
29451864
29451864
T
C
SNV
ALK
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 2
29451875
29451875
T
A
SNV
ALK
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T









sense









 2
102480422
102480422
T
G
SNV
MAP4K4
Mis-
T/T
T/T
T/T
T/T
T/T
T/G
T/T









sense









 2
102480455
102480455
C
T
SNV
MAP4K4
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 2
102480462
102480462
C
G
SNV
MAP4K4
Mis-
C/C
C/C
C/C
C/C
C/C
T/G
C/C









sense









 2
148657037
148657037
G
A
SNV
ACVR2A,
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G








AC-
sense















009480.3










 2
148683687
148683687
A
T
SNV
ACVR2A
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A









sense









 2
158485099
158485099
C
A
SNV
ACVR1C,
Mis-
C/C
C/A
C/C
C/C
C/A
C/C
C/C








AC-
sense















019186.1










 2
171508642
171508642
A
C
SNV
MYO3B,
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A








AC-
sense















007277.3










 2
172016886
172016886
T
C
SNV
TLK1
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 2
174085893
174085893
G
T
SNV
ZAK,
Mis-
G/G
G/G
G/G
G/G
G/G
G/T
G/G








MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174085977
174085977
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A








MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174086010
174086010
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A








MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174086046
174086046
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A








MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174086076
174086076
A
C
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A








MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
179407002
179407002
C
T
SNV
TTN,
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C








MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179430475
179430475
G
A
SNV
TTN,
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G








MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179431263
179431263
T
G
SNV
TTN,
Mis-
T/T
T/T
T/G
T/T
T/G
T/T
T/G








MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179435267
179435267
T
C
SNV
TTN,
Mis-
T/T
T/T
T/T
T/T
T/T
T/T
T/T








MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179435405
179435405
G
T
SNV
TTN,
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G








MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179438353
179438353
G
A
SNV
TTN,
Mis-
G/G
G/G
G/A
G/G
G/A
G/G
G/A








MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179485507
179485507
T
A
SNV
TTN,
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T








MIR548N
sense









 2
179485527
179485527
G
C
SNV
TTN,
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G








MIR548N
sense









 2
179485528
179485528
T
C
SNV
TTN,
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T








MIR548N
sense









 2
179590293
179590293
C
T
SNV
TTN
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









 2
179615168
179615168
T
G
SNV
TTN
Mis-
T/T
T/G
T/G
T/G
T/G
T/G
T/G









sense









 2
179634421
179634421
T
G
SNV
TTN
Mis-
T/T
T/G
T/T
T/T
T/G
T/G
T/G









sense









 2
179666963
179666963
G
A
SNV
TTN
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 2
179666969
179666969
T
C
SNV
TTN
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 2
201724917
201724917
T
A
SNV
CLK1,
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T








PPIL3
sense









 2
203420712
203420712
G
A
SNV
BMPR2
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 2
209195248
209195248
C
A
SNV
PIKFYVE
Mis-
C/A
C/A
C/A
C/A
C/A
C/A
C/A









sense









 2
220309688
220309688
G
C
SNV
SPEG,
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G








DNPEP
sense









 2
220309717
220309717
G
A
SNV
SPEG,
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G








DNPEP
sense









 2
220348345
220348345
G
A
SNV
SPEG,
Mis-
G/G
G/A
G/G
G/G
G/G
G/A
G/G








DNPEP,
sense















AC-
















053503.11










 2
242437702
242437702
G
A
SNV
STK25
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense









 3
 10276299
 10276299
G
T
SNV
IRAK2
Mis-
G/G
G/G
G/T
G/G
G/G
G/T
G/G









sense









 3
 12626014
 12626014
T
C
SNV
RAF1
Read-
T/T
T/C
T/C
T/C
T/C
T/C
T/C









through









 3
 38524696
 38524696
C
T
SNV
ACVR2B
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









 3
 48725800
 48725800
G
C
SNV
IP6K2
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









 3
 58385082
 58385082
A
G
SNV
PXK
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 3
 96962823
 96962823
T
C
SNV
EPHA6
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 3
 96962937
 96962937
G
C
SNV
EPHA6
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









 3
119582272
119582272
T
C
SNV
GSK3B
Mis-
T/T
T/C
T/C
T/C
T/C
T/C
T/C









sense









 3
123988019
123988019
C
A
SNV
KALRN
Mis-
C/C
C/A
C/C
C/C
C/A
C/A
C/A









sense









 3
138433461
138433461
G
T
SNV
PIK3CB
Mis-
G/G
G/G
G/G
G/G
G/G
G/T
G/G









sense









 3
138433495
138433495
C
T
SNV
PIK3CB
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 3
138433510
138433510
T
C
SNV
PIK3CB
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 3
142178115
142178115
T
C
SNV
ATR
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 3
142178137
142178137
A
T
SNV
ATR
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









 3
142178144
142178144
C
T
SNV
ATR
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 3
170800127
170800127
G
A
SNV
TNIK
Non-
G/G
G/G
G/G
G/A
G/G
G/G
G/G









sense









 3
178921553
178921553
T
A
SNV
PIK3CA
Mis- sense
T/T


embedded image




embedded image




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embedded image




 3
184294942
184294942
C
T
SNV
EPHB3,
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C








EIF2B5
sense









 4
 66242772
 66242772
T
A
SNV
EPHA5
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T









sense









 4
 66467674
 66467674
C
A
SNV
EPHA5
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C









sense









 4
107168372
107168372
T
G
SNV
TBCK
Mis-
T/T
T/G
T/T
T/T
T/T
T/T
T/T









sense









 4
113303557
113303557
T
C
SNV
ALPK1
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 4
113303595
113303595
A
G
SNV
ALPK1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 4
144378857
144378857
T
C
SNV
GAB1
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 5
 14336693
 14336693
G
A
SNV
TRIO
Mis-
G/G
G/A
G/A
G/A
G/A
G/A
G/A









sense









 5
 56178629
 56178629
C
T
SNV
MAP3K1
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









 5
 66459148
 66459148
C
T
SNV
MAST4
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









 5
112155015
112155015
C
A
SNV
APC
Mis-
C/C
C/C
C/C
C/C
C/C
C/A
C/C









sense









 5
112162876
112162876
A
G
SNV
APC
Mis-
A/A
A/G
A/A
A/A
A/A
A/A
A/A









sense









 5
148897392
148897392
T
G
SNV
CSNK1A1
Mis-
T/T
T/T
T/T
T/T
T/T
T/G
T/T









sense









 6
 2679676
 2679676
G
A
SNV
MYLK4
Mis-
G/A
G/G
G/G
G/A
G/G
G/G
G/G









sense









 6
 4031998
 4031998
A
G
SNV
PRPF4B
Mis-
A/G
A/A
A/A
A/G
A/A
A/A
A/A









sense









 6
 4049307
 4049307
A
G
SNV
PRPF4B
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A









sense









 6
 7402881
 7402881
A
G
SNV
RIOK1
Mis-
A/G
G/G
G/G
A/G
G/G
G/G
G/G









sense









 6
 30863200
 30863200
A
G
SNV
DDR1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 6
 35838096
 35838096
T
G
SNV
SRPK1
Mis-
T/T
T/T
T/T
T/T
T/T
T/G
T/T









sense









 6
 35838107
 35838107
T
G
SNV
SRPK1
Mis-
T/T
T/T
T/T
T/T
T/T
T/G
T/T









sense









 6
 36489585
 36489585
C
A
SNV
STK38
Mis-
C/A
C/A
C/A
C/A
C/A
C/A
C/C









sense









 6
 43230970
 43230970
G
C
SNV
TTBK1
Mis-
G/C
G/G
G/G
G/C
G/G
G/G
G/G









sense









 6
 91226381
 91226381
G
A
SNV
MAP3K7
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 6
 94120411
 94120411
T
C
SNV
EPHA7
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 6
 94120426
 94120426
T
C
SNV
EPHA7
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 6
110942394
110942394
G
T
SNV
CDK19
Mis-
G/T
G/G
G/G
G/G
G/T
G/G
G/T









sense









 6
112020765
112020765
C
A
SNV
FYN
Mis-
C/C
C/C
C/C
C/C
C/C
C/A
C/C









sense









 6
112020774
112020774
C
T
SNV
FYN
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 6
112020775
112020775
G
C
SNV
FYN
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









 6
112020835
112020835
C
A
SNV
FYN
Mis-
C/C
C/C
C/C
C/C
C/C
C/A
C/C









sense









 6
112020838
112020838
T
C
SNV
FYN
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 6
116265534
116265534
A
G
SNV
FRK
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A









sense









 6
116325142
116325142
C
T
SNV
FRK
Mis-
C/T
C/C
C/C
C/T
C/C
C/C
C/C









sense









 6
150001059
150001059
G
A
SNV
LATS1
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 6
150001196
150001196
C
T
SNV
LATS1
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 7
 39990535
 39990535
G
C
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









 7
 39990770
 39990770
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/A









sense









 7
 40038986
 40038986
C
T
SNV
CDK13
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 7
 40132387
 40132387
A
T
SNV
CDK13
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









 7
 40132405
 40132405
A
C
SNV
CDK13
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A









sense









 7
 40132406
 40132406
C
G
SNV
CDK13
Mis-
C/C
C/C
C/C
C/C
C/C
C/G
C/C









sense









 7
 40132455
 40132455
A
T
SNV
CDK13
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









 7
 40134241
 40134241
C
G
SNV
CDK13
Mis-
C/C
C/C
C/C
C/C
C/C
C/G
C/C









sense









 7
 40134343
 40134343
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 7
 40134352
 40134352
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 7
 40134362
 40134362
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 7
 40134451
 40134451
A
G
SNV
CDK13
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 7
 40134544
 40134544
A
G
SNV
CDK13
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 7
 56151076
 56151076
G
A
SNV
PHKG1
Mis-
G/G
G/A
G/G
G/G
G/G
G/G
G/G









sense









 7
 97823523
 97823523
G
T
SNV
LMTK2
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense









 7
 97823696
 97823696
A
G
SNV
LMTK2
Mis-
A/A
A/A
A/A
A/G
A/A
A/A
A/A









sense









 7
 98545950
 98545950
C
T
SNV
TRRAP
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









 7
137270035
137270035
C
T
SNV
DGKI
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C









sense









 7
138145420
138145420
C
A
SNV
TRIM24
Mis-
C/C
C/C
C/C
C/C
C/C
C/A
C/C









sense









 7
138145435
138145435
G
T
SNV
TRIM24
Mis-
G/G
G/G
G/G
G/G
G/G
G/T
G/G









sense









 7
138145436
138145436
C
A
SNV
TRIM24
Mis-
C/C
C/C
C/C
C/C
C/A
C/C
C/A









sense









 7
138145493
138145493
C
T
SNV
TRIM24
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 7
138239512
138239512
A
G
SNV
TRIM24
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









 7
138239600
138239600
G
T
SNV
TRIM24
Mis-
G/G
G/G
G/G
G/G
G/G
G/T
G/G









sense









 7
139416737
139416737
T
C
SNV
HIPK2
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 8
 8239069
 8239069
C
A
SNV
SGK223,
Mis-
C/A
C/A
C/A
C/A
C/A
C/A
C/A








AC-
sense















068353.1










 8
 8239099
 8239099
G
T
SNV
SGK223,
Mis-
G/G
G/G
G/G
G/T
G/G
G/G
G/G








AC-
sense















068353.1










 8
 11420535
 11420535
G
A
SNV
BLK
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense









 8
141900700
141900700
T
C
SNV
PTK2
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









 8
145617777
145617777
G
A
SNV
ADCK5
Mis-
G/G
G/A
G/A
G/A
G/A
G/A
G/A









sense









 9
 21971137
 21971137
T
G
SNV
CDKN2A
Mis-
T/T
T/T
T/T
T/T
T/T
T/T
T/G









sense









 9
 27157925
 27157925
G
A
SNV
TEK
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 9
 35792430
 35792430
T
G
SNV
NPR2
Mis-
T/T
T/T
T/T
T/T
T/T
T/G
T/T









sense









 9
 35792621
 35792621
A
C
SNV
NPR2
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A









sense









 9
 35792652
 35792652
A
C
SNV
NPR2
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A









sense









 9
 95397512
 95397512
A
T
SNV
IPPK
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









 9
 95397572
 95397572
C
T
SNV
IPPK
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









 9
 95397579
 95397579
G
A
SNV
IPPK
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









 9
 96055149
 96055149
T
G
SNV
WNK2
Mis-
T/G
T/T
T/G
T/G
T/G
T/G
T/G









sense









 9
 96062366
 96062366
T
G
SNV
WNK2
Mis-
T/T
T/T
T/T
T/T
T/T
T/G
T/T









sense









 9
 96062368
 96062368
A
G
SNV
WNK2
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









10
 43623623
 43623623
A
G
SNV
RET
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









10
 54053611
 54053611
A
G
SNV
PRKG1,
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A








RP11-
sense















573I11.2










10
 75579353
 75579353
A
G
SNV
CAMK2G
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









10
 75579373
 75579373
G
A
SNV
CAMK2G
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









10
 75585058
 75585058
G
A
SNV
CAMK2G
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









10
 99400747
 99400747
C
A
SNV
PI4K2A,
Mis-
C/A
C/A
C/A
C/A
C/A
C/C
C/A








RP11-
sense















548K23.11










11
 33374842
 33374842
A
T
SNV
HIPK2,
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A








AL-
sense















122015.1










11
 33374968
 33374968
T
A
SNV
HIPK3,
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T








AL-
sense















122015.1










11
 46388419
 46388419
T
C
SNV
DGKZ
Mis-
T/T
T/T
T/C
T/T
T/C
T/T
T/C









sense









11
 63672392
 63672392
A
G
SNV
MARK2
Mis-
A/A
A/A
A/A
A/G
A/A
A/A
A/A









sense









11
 64014106
 64014106
C
T
SNV
PPP1R14B,
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T








RP11-
sense















783K16.13,
















RP11-
















783K16.5










11
 64568297
 64568297
C
A
SNV
MAP4K2
Mis-
C/A
C/C
C/C
C/A
C/C
C/C
C/A









sense









11
 69457880
 69457880
G
C
SNV
CCND1
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









11
108164101
108164101
C
T
SNV
ATM
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









12
  989896
  989896
C
T
SNV
WNK1
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









12
 14836079
 14836079
A
C
SNV
GUCY2C,
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A








RP11-
sense















174G6.1










12
 25368386
 25368386
T
C
SNV
KRAS
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









12
 25398284
 25398284
C
A
SNV
KRAS
Mis-
C/C
C/A
C/A
C/A
C/A
C/A
C/A









sense









12
 53776023
 53776023
A
G
SNV
SP1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









12
 53776185
 53776185
G
A
SNV
SP1
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









12
 53776377
 53776377
A
C
SNV
SP1
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A









sense









12
 68043724
 68043724
C
T
SNV
DYRK2
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C









sense









12
118619189
118619189
A
G
SNV
TAOK3
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









12
118627667
118627667
T
C
SNV
TAOK3
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









12
118627734
118627734
T
C
SNV
TAOK3
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









13
 32912805
 32912805
T
C
SNV
BRCA2
Mis- sense
T/T
T/T


embedded image


T/T


embedded image


T/T


embedded image




13
 42795407
 42795407
A
T
SNV
DGKH
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









13
 42795467
 42795467
T
A
SNV
DGKH
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T









sense









13
 42795486
 42795486
A
G
SNV
DGKH
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









13
 99109545
 99109545
C
G
SNV
STK24
Mis-
C/C
C/G
C/G
C/G
C/G
C/G
C/G









sense









13
110434668
110434668
C
A
SNV
IRS2
Mis-
C/A
C/A
C/A
C/A
C/A
C/A
C/A









sense









14
 30046467
 30046467
C
T
SNV
PRKD1,
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C








MIR548AI
sense









14
 30046484
 30046484
G
C
SNV
PRKD1,
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G








MIR548AI
sense









14
 30046494
 30046494
T
C
SNV
PRKD1,
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T








MIR548AI
sense









14
 30046502
 30046502
G
C
SNV
PRKD1,
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G








MIR548AI
sense









14
 35872509
 35872509
C
T
SNV
NFKBIA
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









14
 71197492
 71197492
G
A
SNV
MAP3K9
Mis-
G/G
G/A
G/A
G/A
G/G
G/A
G/G









sense









15
 40504749
 40504749
A
C
SNV
BUB1B
Mis-
A/A
A/C
A/A
A/C
A/A
A/C
A/A









sense









15
 43122239
 43122239
C
T
SNV
TTBK2
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









15
 77474141
 77474141
A
C
SNV
PEAK1,
Mis-
A/A
A/A
A/A
A/A
A/A
A/C
A/A








AC-
sense















087465.1










15
 77474144
 77474144
T
C
SNV
PEAK1,
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T








AC-
sense















087465.1










15
 77474163
 77474163
C
T
SNV
PEAK1,
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C








AC-
sense















087465.1










15
 77474172
 77474172
G
A
SNV
PEAK1,
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G








AC-
sense















087465.1










15
 91436551
 91436551
A
G
SNV
FES,
Mis-
A/G
A/G
A/A
A/A
A/A
A/G
A/G








AC-
sense















068831.1










15
 99192859
 99192859
C
G
SNV
IGF1R
Mis-
C/C
C/C
C/C
C/C
C/C
C/G
C/C









sense









15
 99250869
 99250869
A
T
SNV
IGF1R
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









15
 99250895
 99250895
G
T
SNV
IGF1R
Mis-
G/G
G/G
G/G
G/T
G/G
G/G
G/T









sense









15
 99251252
 99251252
A
T
SNV
IGF1R
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









16
 18860643
 18860643
C
T
SNV
SMG1
Mis-
C/C
C/T
C/T
C/T
C/T
C/T
C/T









sense









16
 18860691
 18860691
G
A
SNV
SMG1
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense









16
 18907410
 18907410
G
A
SNV
SMG1
Mis-
G/G
G/A
G/A
G/G
G/A
G/A
G/A









sense









16
 18907521
 18907521
T
C
SNV
SMG1
Mis-
T/T
T/T
T/T
T/T
T/C
T/T
T/T









sense









16
 23692286
 23692286
C
T
SNV
PLK1
Mis- sense
C/C


embedded image




embedded image




embedded image




embedded image




embedded image




embedded image




16
 46744689
 46744689
C
A
SNV
MYLK3
Mis-
C/A
C/A
C/C
C/A
C/C
C/C
C/C









sense









16
 67942747
 67942747
G
A
SNV
PSKH1
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









16
 67942794
 67942794
G
C
SNV
PSKH1
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









16
 67942809
 67942809
C
T
SNV
PSKH1
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









16
 67942815
 67942815
G
A
SNV
PSKH1
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









17
 7792338
 7792338
T
C
SNV
CHD3
Mis-
T/T
T/T
T/T
T/C
T/T
T/T
T/T









sense









17
 7796803
 7796803
T
C
SNV
CHD3
Mis-
T/C
T/C
T/T
T/T
T/C
T/C
T/C









sense









17
 7806028
 7806028
C
T
SNV
CHD3
Mis-
C/C
C/C
C/C
C/C
C/C
C/C
C/C









sense









17
 7810274
 7810274
G
T
SNV
CHD3
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense









17
 25932583
 25932583
T
C
SNV
KSR1
Mis-
T/T
T/T
T/C
T/T
T/C
T/T
T/C









sense









17
 26369915
 26369915
G
A
SNV
NLK
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









17
 27869759
 27869759
G
A
SNV
TAOK1
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









17
 27869819
 27869819
C
A
SNV
TAOK1
Mis-
C/C
C/C
C/C
C/C
C/C
C/A
C/C









sense









17
 29579999
 29579999
A
G
SNV
NF1
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









17
 37687090
 37687090
C
T
SNV
CDK12
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









17
 37687094
 37687094
G
A
SNV
CDK12
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G









sense









17
 40948585
 40948585
G
A
SNV
WNK4,
Mis-
G/G
G/G
G/G
G/G
G/G
G/A
G/G








AC-
sense















016889.1










17
 41245693
 41245693
G
T
SNV
BRCA1
Mis-
G/G
G/T
G/G
G/T
G/T
G/T
G/T









sense









17
 60637441
 60637441
G
A
SNV
TLK2
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/G









sense









17
 64298983
 64298983
T
A
SNV
PRKCA
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T









sense









17
 64298989
 64298989
G
C
SNV
PRKCA
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









18
 56246818
 56246818
G
A
SNV
ALPK2
Mis-
G/G
G/G
G/A
G/G
G/A
G/G
G/A









sense









18
 59947662
 59947662
A
G
SNV
KIAA1468
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









19
 3959103
 3959103
C
T
SNV
DAPK3
Mis-
C/C
C/C
C/T
C/C
C/T
C/C
C/T









sense









19
 10461521
 10461521
T
C
SNV
TYK2
Mis-
T/T
T/T
T/T
T/C
T/T
T/T
T/T









sense









19
 14203935
 14203935
A
T
SNV
PRKACA
Mis-
A/A
A/A
A/A
A/A
A/A
A/T
A/A









sense









19
 15353818
 15353818
T
G
SNV
BRD4,
Mis-
T/T
T/G
T/G
T/T
T/T
T/T
T/T








AC-
sense















020911.1










19
 15383904
 15383904
C
T
SNV
BRD4,
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C








AC-
sense















020911.1










19
 47193933
 47193933
G
T
SNV
PRKD2
Mis-
G/G
G/G
G/T
G/T
G/T
G/G
G/G









sense









19
 48997039
 48997039
C
G
SNV
LMTK3
Mis-
C/C
C/C
C/C
C/C
C/C
C/G
C/C









sense









19
 48997079
 48997079
C
T
SNV
LMTK3
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









19
 48997084
 48997084
G
C
SNV
LMTK3
Mis-
G/G
G/G
G/G
G/G
G/G
G/C
G/G









sense









20
  468110
  468110
G
A
SNV
CSNK2A1
Mis-
G/G
G/G
G/G
G/G
G/G
G/G
G/A









sense









20
 2082732
 2082732
C
G
SNV
STK35
Mis-
C/G
C/C
C/C
C/C
C/C
C/C
C/C









sense









20
 2097369
 2097369
T
A
SNV
STK35
Mis-
T/T
T/T
T/T
T/T
T/T
T/A
T/T









sense









20
 2097923
 2097923
A
G
SNV
STK35
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









20
 42204913
 42204913
A
C
SNV
SGK2
Mis-
A/A
A/A
A/A
A/A
A/A
A/A
A/A









sense









21
 33246120
 33246120
C
T
SNV
HUNK
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









21
 38884754
 38884754
A
G
SNV
DYRK1A
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









22
 21067589
 21067589
C
G
SNV
PI4KA
Mis-
C/G
C/G
C/G
C/G
C/G
C/C
C/G









sense









X
 21670542
 21670542
A
G
SNV
CNKSR2
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









X
 47430344
 47430344
A
G
SNV
ARAF
Mis-
A/A
A/A
A/G
A/A
A/G
A/A
A/G









sense









X
 54265387
 54265387
T
C
SNV
WNK3
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









X
 54265463
 54265463
C
T
SNV
WNK3
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









X
 54265468
 54265468
C
T
SNV
WNK3
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense









X
 54265523
 54265523
A
G
SNV
WNK3
Mis-
A/A
A/A
A/A
A/A
A/A
A/G
A/A









sense









X
108697006
108697006
T
C
SNV
GUCY2F
Mis-
T/T
T/T
T/T
T/T
T/T
T/C
T/T









sense









X
108697016
108697016
C
T
SNV
GUCY2F
Mis-
C/C
C/C
C/C
C/C
C/C
C/T
C/C









sense

































cc4_
















9_13
cc4_















NO. 1
3_10
cc4_4
cc4_6
cc4_30








Al-



MG_
MG_
MG_
MG_
MG_







Ref-
ter-



EX_
EX_
EX_
EX_
EX_





Chrom
Chrom
er-
na-


Func-
2093_
2093_
2093_
2093_
2093_
QC



Chrom
Start
End
ence
tives
Type
Gene
tion
054
027
029
038
040
QC










Group 5






















 1
 11303178
 11303178
C
T
SNV
MTOR
Mis- sense


embedded image


C/C


embedded image


C/C
C/C
O.K.



 1
 16455972
 16455972
C
T
SNV
EPHA2
Mis- sense
C/C
C/C
C/C
C/C
C/C
O.K.



 1
 32828420
 32828420
G
A
SNV
TSSK3,
Mis-
G/G
G/G
G/G
G/G
G/G










LOC-
sense















100128071,
















RP4-
















811H24.6










 1
 38184063
 38184063
C
A
SNV
EPHA10
Mis-
C/A
C/A
C/A
C/A
C/A











sense









 1
 43784969
 43784969
G
A
SNV
TIE1
Mis-
G/A
G/A
G/A
G/A
G/A











sense









 1
 45101277
 45101277
A
G
SNV
RNF220,
Mis-
A/A
A/A
A/A
A/G
A/A










TMEM53
sense









 1
 45102063
 45102063
G
C
SNV
RNF220,
Mis-
G/G
G/G
G/G
G/C
G/G










TMEM53
sense









 1
 46497963
 46497963
A
T
SNV
MAST2
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 1
 89206855
 89206855
G
A
SNV
PKN2
Mis-
G/G
G/G
G/G
G/A
G/G











sense









 1
114940422
114940422
T
A
SNV
TRIM33
Mis-
T/T
T/T
T/T
T/A
T/T











sense









 1
114940464
114940464
G
T
SNV
TRIM33
Mis-
G/G
G/G
G/G
G/T
G/G











sense









 1
114940481
114940481
G
C
SNV
TRIM33
Mis-
G/G
G/G
G/G
G/C
G/G











sense









 1
151209184
151209184
A
G
SNV
PIP5K1A
Mis-
A/G
A/A
A/A
A/A
A/A











sense









 1
156810871
156810871
G
T
SNV
INSRR,
Mis-
G/T
G/G
G/G
G/G
G/G










NTRK1
sense









 1
156823631
156823631
G
T
SNV
INSRR,
Mis-
G/G
G/T
G/G
G/G
G/G










NTRK1
sense









 1
156823679
156823679
C
T
SNV
INSRR,
Mis-
C/C
C/C
C/C
C/C
C/C










NTRK1
sense









 1
169831834
169831834
G
A
SNV
SCYL3
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 1
179077409
179077409
A
G
SNV
ABL2
Mis-
A/A
A/A
A/A
A/A
A/A
O.K.










sense









 1
179077641
179077641
G
C
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 1
179077643
179077643
G
A
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 1
179077662
179077662
G
A
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 1
179077670
179077670
G
A
SNV
ABL2
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 1
179077884
179077884
T
C
SNV
ABL2
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 1
213349771
213349771
T
C
SNV
RPS6KC1
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 1
213349777
213349777
A
G
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 1
213415637
213415637
A
G
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 1
213415653
213415653
T
C
SNV
RPS6KC1
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 1
213415977
213415977
A
G
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/G
A/A











sense









 1
213415981
213415981
A
C
SNV
RPS6KC1
Mis-
A/A
A/A
A/A
A/C
A/A











sense









 1
227300392
227300392
T
C
SNV
CDC42BPA
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 1
227300421
227300421
A
G
SNV
CDC42BPA
Mis-
A/A
A/A
A/A
A/G
A/A











sense









 1
228456288
228456288
C
T
SNV
OBSCN
Mis-
C/C
C/C
C/C
C/C
C/T











sense









 1
228522915
228522915
C
T
SNV
OBSCN
Mis-
C/C
C/T
C/C
C/C
C/C











sense









 1
228547855
228547855
A
G
SNV
OBSCN
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 1
233464204
233464204
C
T
SNV
KIAA1804,
Non-
C/C
C/C
C/C
C/C
C/C










RP5-
sense















862P8.2










 1
233497836
233497836
C
A
SNV
KIAA1804,
Mis-
C/C
C/A
C/C
C/C
C/A










RP5-
sense















862P8.2










 2
 29448410
 29448410
T
G
SNV
ALK
Mis-
T/G
T/G
T/G
T/T
T/G











sense









 2
 29451864
 29451864
T
C
SNV
ALK
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 2
 29451875
 29451875
T
A
SNV
ALK
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 2
102480422
102480422
T
G
SNV
MAP4K4
Mis-
T/T
T/T
T/T
T/G
T/T











sense









 2
102480455
102480455
C
T
SNV
MAP4K4
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 2
102480462
102480462
C
G
SNV
MAP4K4
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 2
148657037
148657037
G
A
SNV
ACVR2A,
Mis-
G/G
G/G
G/G
G/G
G/G










AC-
sense















009480.3










 2
148683687
148683687
A
T
SNV
ACVR2A
Mis-
A/A
A/T
A/A
A/A
A/A











sense









 2
158485099
158485099
C
A
SNV
ACVR1C,
Mis-
C/A
C/C
C/C
C/C
C/C










AC-
sense















019186.1










 2
171508642
171508642
A
C
SNV
MYO3B,
Mis-
A/A
A/A
A/A
A/A
A/A










AC-
sense















007277.3










 2
172016886
172016886
T
C
SNV
TLK1
Mis-
T/T
T/T
T/T
T/C
T/T











sense









 2
174085893
174085893
G
T
SNV
ZAK,
Mis-
G/G
G/G
G/G
G/T
G/G










MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174085977
174085977
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A










MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174086010
174086010
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A










MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174086046
174086046
A
G
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/G
A/A










MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
174086076
174086076
A
C
SNV
ZAK,
Mis-
A/A
A/A
A/A
A/A
A/A










MLK7-
sense















AS1,
















AC-
















013461.1,
















AC-
















013461.2










 2
179407002
179407002
C
T
SNV
TTN,
Mis-
C/C
C/C
C/C
C/C
C/T










MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179430475
179430475
G
A
SNV
TTN,
Mis-
G/G
G/A
G/G
G/G
G/G










MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179431263
179431263
T
G
SNV
TTN,
Mis-
T/T
T/T
T/G
T/G
T/G










MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179435267
179435267
T
C
SNV
TTN,
Mis-
T/T
T/T
T/T
T/T
T/T










MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179435405
179435405
G
T
SNV
TTN,
Mis-
G/G
G/G
G/T
G/G
G/G










MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179438353
179438353
G
A
SNV
TTN,
Mis-
G/G
G/G
G/A
G/A
G/A










MIR548N,
sense















LOC-
















100506866,
















AC-
















009948.3










 2
179485507
179485507
T
A
SNV
TTN,
Mis-
T/T
T/T
T/T
T/T
T/T










MIR548N
sense









 2
179485527
179485527
G
C
SNV
TTN,
Mis-
G/G
G/G
G/G
G/C
G/G










MIR548N
sense









 2
179485528
179485528
T
C
SNV
TTN,
Mis-
T/T
T/T
T/T
T/C
T/T










MIR548N
sense









 2
179590293
179590293
C
T
SNV
TTN
Mis-
C/T
C/T
C/T
C/T
C/T











sense









 2
179615168
179615168
T
G
SNV
TTN
Mis-
T/G
T/G
T/G
T/G
T/G











sense









 2
179634421
179634421
T
G
SNV
TTN
Mis-
T/G
T/G
T/G
T/T
T/G











sense









 2
179666963
179666963
G
A
SNV
TTN
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 2
179666969
179666969
T
C
SNV
TTN
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 2
201724917
201724917
T
A
SNV
CLK1,
Mis-
T/T
T/T
T/T
T/A
T/T










PPIL3
sense









 2
203420712
203420712
G
A
SNV
BMPR2
Mis-
G/G
G/G
G/G
G/A
G/G











sense









 2
209195248
209195248
C
A
SNV
PIKFYVE
Mis-
C/A
C/A
C/A
C/C
C/A











sense









 2
220309688
220309688
G
C
SNV
SPEG,
Mis-
G/G
G/G
G/G
G/C
G/G










DNPEP
sense









 2
220309717
220309717
G
A
SNV
SPEG,
Mis-
G/G
G/G
G/G
G/A
G/G










DNPEP
sense









 2
220348345
220348345
G
A
SNV
SPEG,
Mis-
G/G
G/G
G/G
G/A
G/G










DNPEP,
sense















AC-
















053503.11










 2
242437702
242437702
G
A
SNV
STK25
Mis-
G/G
G/G
G/A
G/G
G/G











sense









 3
 10276299
 10276299
G
T
SNV
IRAK2
Mis-
G/G
G/G
G/G
G/T
G/T











sense









 3
 12626014
 12626014
T
C
SNV
RAF1
Read-
T/C
T/C
T/C
T/C
T/C











through









 3
 38524696
 38524696
C
T
SNV
ACVR2B
Mis-
C/T
C/T
C/T
C/T
C/T











sense









 3
 48725800
 48725800
G
C
SNV
IP6K2
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 3
 58385082
 58385082
A
G
SNV
PXK
Mis-
A/A
A/A
A/A
A/G
A/A











sense









 3
 96962823
 96962823
T
C
SNV
EPHA6
Mis-
T/T
T/T
T/T
T/C
T/T











sense









 3
 96962937
 96962937
G
C
SNV
EPHA6
Mis-
G/G
G/G
G/G
G/C
G/G











sense









 3
119582272
119582272
T
C
SNV
GSK3B
Mis-
T/C
T/C
T/C
T/C
T/C











sense









 3
123988019
123988019
C
A
SNV
KALRN
Mis-
C/A
C/C
C/A
C/C
C/C











sense









 3
138433461
138433461
G
T
SNV
PIK3CB
Mis-
G/G
G/G
G/G
G/T
G/G











sense









 3
138433495
138433495
C
T
SNV
PIK3CB
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 3
138433510
138433510
T
C
SNV
PIK3CB
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 3
142178115
142178115
T
C
SNV
ATR
Mis-
T/T
T/T
T/T
T/C
T/T











sense









 3
142178137
142178137
A
T
SNV
ATR
Mis-
A/A
A/A
A/A
A/T
A/A











sense









 3
142178144
142178144
C
T
SNV
ATR
Mis-
C/C
C/C
C/C
C/T
C/C











sense









 3
170800127
170800127
G
A
SNV
TNIK
Non-
G/G
G/G
G/G
G/G
G/G











sense









 3
178921553
178921553
T
A
SNV
PIK3CA
Mis- sense


embedded image




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embedded image


O.K.



 3
184294942
184294942
C
T
SNV
EPHB3,
Mis-
C/C
C/C
C/C
C/T
C/C










EIF2B5
sense









 4
 66242772
 66242772
T
A
SNV
EPHA5
Mis-
T/T
T/T
T/T
T/A
T/T











sense









 4
 66467674
 66467674
C
A
SNV
EPHA5
Mis-
C/C
C/C
C/A
C/C
C/C











sense









 4
107168372
107168372
T
G
SNV
TBCK
Mis-
T/T
T/G
T/T
T/T
T/T











sense









 4
113303557
113303557
T
C
SNV
ALPK1
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 4
113303595
113303595
A
G
SNV
ALPK1
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 4
144378857
144378857
T
C
SNV
GAB1
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 5
 14336693
 14336693
G
A
SNV
TRIO
Mis-
G/A
G/A
G/A
G/A
G/A











sense









 5
 56178629
 56178629
C
T
SNV
MAP3K1
Mis-
C/T
C/T
C/T
C/T
C/T











sense









 5
 66459148
 66459148
C
T
SNV
MAST4
Mis-
C/T
C/T
C/T
C/T
C/T











sense









 5
112155015
112155015
C
A
SNV
APC
Mis-
C/C
C/C
C/C
C/A
C/C











sense









 5
112162876
112162876
A
G
SNV
APC
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 5
148897392
148897392
T
G
SNV
CSNK1A1
Mis-
T/T
T/T
T/T
T/G
T/T











sense









 6
 2679676
 2679676
G
A
SNV
MYLK4
Mis-
G/G
G/G
G/A
G/G
G/G











sense









 6
 4031998
 4031998
A
G
SNV
PRPF4B
Mis-
A/A
A/A
A/G
A/A
A/A











sense









 6
 4049307
 4049307
A
G
SNV
PRPF4B
Mis-
A/A
A/A
A/A
A/G
A/A











sense









 6
 7402881
 7402881
A
G
SNV
RIOK1
Mis-
G/G
G/G
A/G
G/G
G/G











sense









 6
 30863200
 30863200
A
G
SNV
DDR1
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 6
 35838096
 35838096
T
G
SNV
SRPK1
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 6
 35838107
 35838107
T
G
SNV
SRPK1
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 6
 36489585
 36489585
C
A
SNV
STK38
Mis-
C/A
C/A
C/A
C/A
C/A











sense









 6
 43230970
 43230970
G
C
SNV
TTBK1
Mis-
G/G
G/G
G/C
G/G
G/G











sense









 6
 91226381
 91226381
G
A
SNV
MAP3K7
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 6
 94120411
 94120411
T
C
SNV
EPHA7
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 6
 94120426
 94120426
T
C
SNV
EPHA7
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 6
110942394
110942394
G
T
SNV
CDK19
Mis-
G/T
G/T
G/T
G/G
G/T











sense









 6
112020765
112020765
C
A
SNV
FYN
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 6
112020774
112020774
C
T
SNV
FYN
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 6
112020775
112020775
G
C
SNV
FYN
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 6
112020835
112020835
C
A
SNV
FYN
Mis-
C/C
C/C
C/C
C/A
C/C











sense









 6
112020838
112020838
T
C
SNV
FYN
Mis-
T/T
T/T
T/T
T/C
T/T











sense









 6
116265534
116265534
A
G
SNV
FRK
Mis-
A/A
A/G
A/A
A/A
A/A











sense









 6
116325142
116325142
C
T
SNV
FRK
Mis-
C/C
C/T
C/T
C/C
C/C











sense









 6
150001059
150001059
G
A
SNV
LATS1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 6
150001196
150001196
C
T
SNV
LATS1
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 7
 39990535
 39990535
G
C
SNV
CDK13
Mis-
G/G
G/G
G/G
G/C
G/G











sense









 7
 39990770
 39990770
G
A
SNV
CDK13
Mis-
G/A
G/G
G/G
G/G
G/G











sense









 7
 40038986
 40038986
C
T
SNV
CDK13
Mis-
C/C
C/C
C/C
C/T
C/C











sense









 7
 40132387
 40132387
A
T
SNV
CDK13
Mis-
A/A
A/A
A/A
A/T
A/A











sense









 7
 40132405
 40132405
A
C
SNV
CDK13
Mis-
A/A
A/A
A/A
A/C
A/A











sense









 7
 40132406
 40132406
C
G
SNV
CDK13
Mis-
C/C
C/C
C/C
C/G
C/C











sense









 7
 40132455
 40132455
A
T
SNV
CDK13
Mis-
A/A
A/A
A/A
A/T
A/A











sense









 7
 40134241
 40134241
C
G
SNV
CDK13
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 7
 40134343
 40134343
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 7
 40134352
 40134352
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 7
 40134362
 40134362
G
A
SNV
CDK13
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 7
 40134451
 40134451
A
G
SNV
CDK13
Mis-
A/A
A/A
A/A
A/G
A/A











sense









 7
 40134544
 40134544
A
G
SNV
CDK13
Mis-
A/A
A/A
A/A
A/G
A/A











sense









 7
 56151076
 56151076
G
A
SNV
PHKG1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 7
 97823523
 97823523
G
T
SNV
LMTK2
Mis-
G/G
G/G
G/T
G/G
G/G











sense









 7
 97823696
 97823696
A
G
SNV
LMTK2
Mis-
A/A
A/A
A/G
A/A
A/A











sense









 7
 98545950
 98545950
C
T
SNV
TRRAP
Mis-
C/T
C/T
C/T
C/T
C/T











sense









 7
137270035
137270035
C
T
SNV
DGKI
Mis-
C/T
C/C
C/C
C/C
C/C











sense









 7
138145420
138145420
C
A
SNV
TRIM24
Mis-
C/C
C/C
C/C
C/A
C/C











sense









 7
138145435
138145435
G
T
SNV
TRIM24
Mis-
G/G
G/G
G/G
G/T
G/G











sense









 7
138145436
138145436
C
A
SNV
TRIM24
Mis-
C/C
C/C
C/A
C/C
C/C











sense









 7
138145493
138145493
C
T
SNV
TRIM24
Mis-
C/C
C/C
C/C
C/T
C/C











sense









 7
138239512
138239512
A
G
SNV
TRIM24
Mis-
A/A
A/A
A/A
A/A
A/A











sense









 7
138239600
138239600
G
T
SNV
TRIM24
Mis-
G/G
G/G
G/G
G/T
G/G











sense









 7
139416737
139416737
T
C
SNV
HIPK2
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 8
 8239069
 8239069
C
A
SNV
SGK223,
Mis-
C/A
C/C
C/A
C/A
C/C










AC-
sense















068353.1










 8
 8239099
 8239099
G
T
SNV
SGK223,
Mis-
G/G
G/G
G/T
G/G
G/G










AC-
sense















068353.1










 8
 11420535
 11420535
G
A
SNV
BLK
Mis-
G/G
G/G
G/A
G/G
G/G











sense









 8
141900700
141900700
T
C
SNV
PTK2
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 8
145617777
145617777
G
A
SNV
ADCK5
Mis-
G/A
G/A
G/A
G/A
G/A











sense









 9
 21971137
 21971137
T
G
SNV
CDKN2A
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 9
 27157925
 27157925
G
A
SNV
TEK
Mis-
G/G
G/G
G/G
G/A
G/G











sense









 9
 35792430
 35792430
T
G
SNV
NPR2
Mis-
T/T
T/T
T/T
T/T
T/T











sense









 9
 35792621
 35792621
A
C
SNV
NPR2
Mis-
A/A
A/A
A/A
A/C
A/A











sense









 9
 35792652
 35792652
A
C
SNV
NPR2
Mis-
A/A
A/A
A/A
A/C
A/A











sense









 9
 95397512
 95397512
A
T
SNV
IPPK
Mis-
A/A
A/A
A/A
A/T
A/A











sense









 9
 95397572
 95397572
C
T
SNV
IPPK
Mis-
C/C
C/C
C/C
C/C
C/C











sense









 9
 95397579
 95397579
G
A
SNV
IPPK
Mis-
G/G
G/G
G/G
G/G
G/G











sense









 9
 96055149
 96055149
T
G
SNV
WNK2
Mis-
T/G
T/G
T/G
T/G
T/G











sense









 9
 96062366
 96062366
T
G
SNV
WNK2
Mis-
T/T
T/T
T/T
T/G
T/T











sense









 9
 96062368
 96062368
A
G
SNV
WNK2
Mis-
A/A
A/A
A/A
A/G
A/A











sense









10
 43623623
 43623623
A
G
SNV
RET
Mis-
A/A
A/A
A/A
A/A
A/A











sense









10
 54053611
 54053611
A
G
SNV
PRKG1,
Mis-
A/A
A/A
A/A
A/A
A/A










RP11-
sense















573I11.2










10
 75579353
 75579353
A
G
SNV
CAMK2G
Mis-
A/A
A/A
A/A
A/G
A/G











sense









10
 75579373
 75579373
G
A
SNV
CAMK2G
Mis-
G/G
G/G
G/G
G/A
G/A











sense









10
 75585058
 75585058
G
A
SNV
CAMK2G
Mis-
G/G
G/G
G/G
G/G
G/G











sense









10
 99400747
 99400747
C
A
SNV
PI4K2A,
Mis-
C/C
C/A
C/A
C/C
C/A










RP11-
sense















548K23.11










11
 33374842
 33374842
A
T
SNV
HIPK2,
Mis-
A/A
A/A
A/A
A/T
A/A










AL-
sense















122015.1










11
 33374968
 33374968
T
A
SNV
HIPK3,
Mis-
T/T
T/T
T/T
T/A
T/T










AL-
sense















122015.1










11
 46388419
 46388419
T
C
SNV
DGKZ
Mis-
T/T
T/T
T/C
T/C
T/C











sense









11
 63672392
 63672392
A
G
SNV
MARK2
Mis-
A/A
A/A
A/A
A/A
A/A











sense









11
 64014106
 64014106
C
T
SNV
PPP1R14B,
Mis-
C/T
C/C
C/T
C/T
C/T










RP11-
sense















783K16.13,
















RP11-
















783K16.5










11
 64568297
 64568297
C
A
SNV
MAP4K2
Mis-
C/A
C/C
C/C
C/C
C/C











sense









11
 69457880
 69457880
G
C
SNV
CCND1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









11
108164101
108164101
C
T
SNV
ATM
Mis-
C/T
C/T
C/T
C/T
C/T











sense









12
  989896
  989896
C
T
SNV
WNK1
Mis-
C/C
C/C
C/C
C/C
C/C











sense









12
 14836079
 14836079
A
C
SNV
GUCY2C,
Mis-
A/A
A/A
A/A
A/A
A/C










RP11-
sense















174G6.1










12
 25368386
 25368386
T
C
SNV
KRAS
Mis-
T/T
T/T
T/T
T/C
T/T











sense









12
 25398284
 25398284
C
A
SNV
KRAS
Mis-
C/A
C/A
C/A
C/A
C/A











sense









12
 53776023
 53776023
A
G
SNV
SP1
Mis-
A/A
A/A
A/A
A/G
A/A











sense









12
 53776185
 53776185
G
A
SNV
SP1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









12
 53776377
 53776377
A
C
SNV
SP1
Mis-
A/A
A/A
A/A
A/A
A/A











sense









12
 68043724
 68043724
C
T
SNV
DYRK2
Mis-
C/C
C/C
C/C
C/T
C/C











sense









12
118619189
118619189
A
G
SNV
TAOK3
Mis-
A/A
A/A
A/A
A/G
A/A











sense









12
118627667
118627667
T
C
SNV
TAOK3
Mis-
T/T
T/T
T/T
T/T
T/T











sense









12
118627734
118627734
T
C
SNV
TAOK3
Mis-
T/T
T/T
T/T
T/T
T/T











sense









13
 32912805
 32912805
T
C
SNV
BRCA2
Mis- sense
T/T
T/T
T/T
T/T
T/T
O.K.



13
 42795407
 42795407
A
T
SNV
DGKH
Mis-
A/A
A/A
A/A
A/T
A/A











sense









13
 42795467
 42795467
T
A
SNV
DGKH
Mis-
T/T
T/T
T/T
T/T
T/T











sense









13
 42795486
 42795486
A
G
SNV
DGKH
Mis-
A/A
A/A
A/A
A/A
A/A











sense









13
 99109545
 99109545
C
G
SNV
STK24
Mis-
C/G
C/G
C/G
C/G
C/G











sense









13
110434668
110434668
C
A
SNV
IRS2
Mis-
C/A
C/C
C/A
C/A
C/C











sense









14
 30046467
 30046467
C
T
SNV
PRKD1,
Mis-
C/C
C/C
C/C
C/C
C/C










MIR548AI
sense









14
 30046484
 30046484
G
C
SNV
PRKD1,
Mis-
G/G
G/G
G/G
G/G
G/G










MIR548AI
sense









14
 30046494
 30046494
T
C
SNV
PRKD1,
Mis-
T/T
T/T
T/T
T/T
T/T










MIR548AI
sense









14
 30046502
 30046502
G
C
SNV
PRKD1,
Mis-
G/G
G/G
G/G
G/G
G/G










MIR548AI
sense









14
 35872509
 35872509
C
T
SNV
NFKBIA
Mis-
C/C
C/C
C/C
C/C
C/C











sense









14
 71197492
 71197492
G
A
SNV
MAP3K9
Mis-
G/A
G/G
G/A
G/G
G/G











sense









15
 40504749
 40504749
A
C
SNV
BUB1B
Mis-
A/C
A/A
A/C
A/A
A/A











sense









15
 43122239
 43122239
C
T
SNV
TTBK2
Mis-
C/T
C/T
C/T
C/T
C/T











sense









15
 77474141
 77474141
A
C
SNV
PEAK1,
Mis-
A/A
A/A
A/A
A/A
A/A










AC-
sense















087465.1










15
 77474144
 77474144
T
C
SNV
PEAK1,
Mis-
T/T
T/T
T/T
T/T
T/T










AC-
sense















087465.1










15
 77474163
 77474163
C
T
SNV
PEAK1,
Mis-
C/C
C/C
C/C
C/C
C/C










AC-
sense















087465.1










15
 77474172
 77474172
G
A
SNV
PEAK1,
Mis-
G/G
G/G
G/G
G/G
G/G










AC-
sense















087465.1










15
 91436551
 91436551
A
G
SNV
FES,
Mis-
A/G
A/A
A/A
A/A
A/G










AC-
sense















068831.1










15
 99192859
 99192859
C
G
SNV
IGF1R
Mis-
C/C
C/C
C/C
C/G
C/C











sense









15
 99250869
 99250869
A
T
SNV
IGF1R
Mis-
A/A
A/A
A/A
A/A
A/A











sense









15
 99250895
 99250895
G
T
SNV
IGF1R
Mis-
G/T
G/G
G/G
G/G
G/G











sense









15
 99251252
 99251252
A
T
SNV
IGF1R
Mis-
A/A
A/A
A/A
A/A
A/A











sense









16
 18860643
 18860643
C
T
SNV
SMG1
Mis-
C/T
C/T
C/T
C/T
C/T











sense









16
 18860691
 18860691
G
A
SNV
SMG1
Mis-
G/G
G/G
G/G
G/G
G/A











sense









16
 18907410
 18907410
G
A
SNV
SMG1
Mis-
G/A
G/G
G/A
G/A
G/A











sense









16
 18907521
 18907521
T
C
SNV
SMG1
Mis-
T/T
T/T
T/T
T/T
T/C











sense









16
 23692286
 23692286
C
T
SNV
PLK1
Mis- sense


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O.K.



16
 46744689
 46744689
C
A
SNV
MYLK3
Mis-
C/A
C/A
C/C
C/A
C/C











sense









16
 67942747
 67942747
G
A
SNV
PSKH1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









16
 67942794
 67942794
G
C
SNV
PSKH1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









16
 67942809
 67942809
C
T
SNV
PSKH1
Mis-
C/C
C/C
C/C
C/C
C/C











sense









16
 67942815
 67942815
G
A
SNV
PSKH1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









17
 7792338
 7792338
T
C
SNV
CHD3
Mis-
T/T
T/T
T/T
T/T
T/T











sense









17
 7796803
 7796803
T
C
SNV
CHD3
Mis-
T/C
T/T
T/C
T/T
T/T











sense









17
 7806028
 7806028
C
T
SNV
CHD3
Mis-
C/C
C/C
C/C
C/C
C/C











sense









17
 7810274
 7810274
G
T
SNV
CHD3
Mis-
G/T
G/G
G/G
G/G
G/G











sense









17
 25932583
 25932583
T
C
SNV
KSR1
Mis-
T/T
T/T
T/T
T/C
T/C











sense









17
 26369915
 26369915
G
A
SNV
NLK
Mis-
G/G
G/G
G/G
G/A
G/A











sense









17
 27869759
 27869759
G
A
SNV
TAOK1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









17
 27869819
 27869819
C
A
SNV
TAOK1
Mis-
C/C
C/C
C/C
C/C
C/C











sense









17
 29579999
 29579999
A
G
SNV
NF1
Mis-
A/A
A/A
A/A
A/G
A/A











sense









17
 37687090
 37687090
C
T
SNV
CDK12
Mis-
C/C
C/C
C/C
C/C
C/C











sense









17
 37687094
 37687094
G
A
SNV
CDK12
Mis-
G/G
G/G
G/G
G/G
G/G











sense









17
 40948585
 40948585
G
A
SNV
WNK4,
Mis-
G/G
G/G
G/G
G/A
G/G










AC-
sense















016889.1










17
 41245693
 41245693
G
T
SNV
BRCA1
Mis-
G/T
G/G
G/T
G/T
G/G











sense









17
 60637441
 60637441
G
A
SNV
TLK2
Mis-
G/G
G/A
G/G
G/G
G/G











sense









17
 64298983
 64298983
T
A
SNV
PRKCA
Mis-
T/T
T/T
T/T
T/T
T/T











sense









17
 64298989
 64298989
G
C
SNV
PRKCA
Mis-
G/G
G/G
G/G
G/G
G/G











sense









18
 56246818
 56246818
G
A
SNV
ALPK2
Mis-
G/G
G/G
G/A
G/A
G/A











sense









18
 59947662
 59947662
A
G
SNV
KIAA1468
Mis-
A/A
A/A
A/A
A/G
A/A











sense









19
 3959103
 3959103
C
T
SNV
DAPK3
Mis-
C/C
C/C
C/C
C/T
C/T











sense









19
 10461521
 10461521
T
C
SNV
TYK2
Mis-
T/T
T/T
T/T
T/T
T/T











sense









19
 14203935
 14203935
A
T
SNV
PRKACA
Mis-
A/A
A/A
A/A
A/A
A/A











sense









19
 15353818
 15353818
T
G
SNV
BRD4,
Mis-
T/T
T/T
T/T
T/T
T/T










AC-
sense















020911.1










19
 15383904
 15383904
C
T
SNV
BRD4,
Mis-
C/C
C/C
C/C
C/C
C/C










AC-
sense















020911.1










19
 47193933
 47193933
G
T
SNV
PRKD2
Mis-
G/T
G/G
G/G
G/G
G/G











sense









19
 48997039
 48997039
C
G
SNV
LMTK3
Mis-
C/C
C/C
C/C
C/G
C/C











sense









19
 48997079
 48997079
C
T
SNV
LMTK3
Mis-
C/C
C/C
C/C
C/T
C/C











sense









19
 48997084
 48997084
G
C
SNV
LMTK3
Mis-
G/G
G/G
G/G
G/C
G/G











sense









20
  468110
  468110
G
A
SNV
CSNK2A1
Mis-
G/G
G/G
G/G
G/G
G/G











sense









20
 2082732
 2082732
C
G
SNV
STK35
Mis-
C/C
C/C
C/C
C/C
C/C











sense









20
 2097369
 2097369
T
A
SNV
STK35
Mis-
T/T
T/T
T/T
T/T
T/T











sense









20
 2097923
 2097923
A
G
SNV
STK35
Mis-
A/A
A/A
A/A
A/A
A/A











sense









20
 42204913
 42204913
A
C
SNV
SGK2
Mis-
A/C
A/A
A/A
A/A
A/A











sense









21
 33246120
 33246120
C
T
SNV
HUNK
Mis-
C/C
C/C
C/C
C/C
C/C











sense









21
 38884754
 38884754
A
G
SNV
DYRK1A
Mis-
A/A
A/A
A/A
A/G
A/A











sense









22
 21067589
 21067589
C
G
SNV
PI4KA
Mis-
C/C
C/G
C/G
C/G
C/G











sense









X
 21670542
 21670542
A
G
SNV
CNKSR2
Mis-
A/A
A/A
A/A
A/A
A/A











sense









X
 47430344
 47430344
A
G
SNV
ARAF
Mis-
A/A
A/A
A/A
A/G
A/G











sense









X
 54265387
 54265387
T
C
SNV
WNK3
Mis-
T/T
T/T
T/T
T/C
T/T











sense









X
 54265463
 54265463
C
T
SNV
WNK3
Mis-
C/C
C/C
C/C
C/C
C/C











sense









X
 54265468
 54265468
C
T
SNV
WNK3
Mis-
C/C
C/C
C/C
C/C
C/C











sense









X
 54265523
 54265523
A
G
SNV
WNK3
Mis-
A/A
A/A
A/A
A/A
A/A











sense









X
108697006
108697006
T
C
SNV
GUCY2F
Mis-
T/T
T/T
T/T
T/T
T/T











sense









X
108697016
108697016
C
T
SNV
GUCY2F
Mis-
C/C
C/C
C/C
C/C
C/C











sense









Finally, tertiary refinining was performed using the following criterion:


SNVs that were found to have coincidence between the secondary refinining results and the results of visual inspection of the read mapping results (as indicated by “OK” in the rightmost column). The respective SNVs from induced malignant stem cells that met this criterion were boxed off with a double line.


As a result of analyzing the SNVs of CTNNB1 and DGKB by the Sanger's sequencing method, they were verified to be those somatic mutations in induced malignant stem cells which were not found in the genomic DNAs (germline sequences) of the non-cancer tissue cells. Thus, the SNVs analyzed by the next-generation sequencer and detected by informatics analysis (primary analysis, secondary analysis, tertiary analysis based on visual determination) were proved to be accurate: Accordingly, the SNVs detected by the next-generation sequencer analysis and the informatics analysis can be determined to be those somatic mutations in induced malignant stem cells which are different from those in the genomic DNA sequences of the non-cancer tissue cells. Since the Agilent Human Kinome DNA kit is designed to target 612 types of cancer-related gene regions (kinases, kinase-related genes, and cancer-related genes), the investigated induced malignant stem cells can be described as cells characterized both by somatic mutations of cancer-related gene regions in endogenous genomic DNAs, and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42). Further, since the SNVs detected in this Example were considered to be somatic mucations in cancer-related gene regions, they can be considered to be driver mutations involved in carcinogenesis and cancer progression. Therefore, the induced malignant stem cells can be described as cells characterized both by driver mutations of endogenous genomic DNAs which are involved in carcinogenesis and cancer progression, and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 11
Detection for an Aberration of Gene Copy Number Variations of Endogenous Genomic DNA in Induced Malignant Stem Cells

In this Example, (1)(h) an aberration of gene copy number varitations of endogenous genomic DNA in induced malignant stem cells were detected, in comparison with genetic capy number variations in genomic DNA of cell populations derived from fresh non-cancer site tissues.


(11-1) Materials


The an aberration of gene copy number variations of endogenous genomic DNA was detected by subjecting induced malignant stem cells to the Comparative Genomic Hybridization (CGH) method using the Agilent CGH microarray (SurePrint G3 Human CGH Microarray Kit 1×1 M) analysis to conduct genome-wide analysis of change in DNA copy number variations.


The genomic DNAs of the following samples were used in the Agilent CGH microarray analysis:


cell population (ncc3) derived from colon non-cancer site tissues, and induced malignant stem cells (CC36) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 2;


cell population (ngc1) derived from gastric non-cancer site tissues, and induced malignant stem cells (GC19) prepared from fresh gastric cancer tissues, which were collected from the individual of donor No. 3;


cell population (ncc1) derived from colon non-cancer site tissues, and induced malignant stem cells (CC117) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 4; and


cell population (ncc4) derived from fresh colon non-cancer site tissues, cell population (cc4) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC4-D) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 5.


This analysis detected an aberration of gene copy number variations (CNVs) of the endogenous genomic DNA in the induced malignant stem cells (CC36, GC19, CC117, CC4-D). The genomic DNAs of the cell populations derived from non-cancer site tissues were used as the negative control having normal genetic copy number variations of endogenous genomic DNA. The genomic DNAs of the cell population (cc4) derived from cancer site tissues were used as the positive control having an aberration of gene copy number variations of endogenous genomic DNA.


The details of the kits and samples used in this analysis were summarized in









TABLE 21





Summary of the tests used in the CGH analysis







1) Chip type











Species
Human


Probe arrays analyzed
SurePrint G3 Human CGH Microarry Kit



1 × 1M


Agilent Order Number*
252152930109, 252152930111, 252152930112



252152930113, 252152930155










*Agilent Order Number is required for viewying the “Design File”


information in the Agilent website.







2) Sample analyzed










Sample No.
Name







AD0040_01
ncc3



AD0040_02
CC3_6



AD0040_03
ngc1



AD0040_04
GC1_9



AD0040_05
ncc1



AD0040_06
CC1_17



AD0040_07
ncc4



AD0040_08
cc4



AD0040_09
ncc4



AD0040_10
CC4-D



AD0040_11
ncc3*1



AD0040_12
ngc1*1



AD0040_13
ncc1*1



AD0040_14
ncc4*1



AD0040_15
cc4*1



AD0040_16
ncc4*1



AD0040_17
CC3_6*2



AD0040_18
GC1_9*2



AD0040_19
ncc1*2



AD0040_20
CC4-D*2



AD0040_21
CC3_6*3



AD0040_22
GC1_9*3



AD0040_23
ncc1*3











*1Sample after the 1st run of purification.


*2Sample after the 2nd run of purification.


*3Sample after the 3rd run of purification.







3) Comparative analyses











Test:


Comprison No.
Reference: Sample No. (name)
Sample No. (name)





Set01
AD0040_11 (ncc3)
AD0040_17 (cc3_6)


Set02
AD0040_12 (ngc1)
AD0040_22 (gc1_9)


Set03
AD0040_19 (ncc1)
AD0040_06 (cc1_17)


Set04
AD0040_14 (ncc4)
AD0040_15 (cc4)


Set05
AD0040_16 (ncc4)
AD0040_20 (cc4-d)









(11-2) Protocol


This analysis was made by performing target preparation, hybridization, scanning, and data analysis using SurePrint G3 Human CGH Microarray Kit 1×1 M in accordance with the Protocol for Oligonucleotide Array-Based CGH for Genomic DNA Analysis Ver. 6.1 (URL: http://www.chem.agilent.com/en-us/Search/Library/_layouts/Agilent/PublicationSummary.aspx?whid=52010).


Targets were prepared using Genomic DNA Enzymatic Labeling Kit (Agilent Technologies). More specifically, genomic DNAs (gDNAs) were first prepared (0.5-3 μg) and were enzymatically digested with the restriction enzymes AluI (New England Biolabs Japan) and RsaI (New England Biolabs Japan); thereafter, the random primers included in Genomic DNA Enzymatic Labeling Kit were added, and Exo-Klenow reaction was performed using Exo-Klenow also included in Genomic DNA Enzymatic Labeling Kit to synthesize genomic DNAs with cy3- and cy5-labeled by cyanine 3-dUTP and cyanine 5-dUTP. The cy3- and cy5-labeled genomic DNAs were used to confirm their yield and quality through the quality test of genomic DNAs as described below in (11-3).


Afterwards, genomic DNAs were respectively prepared such that their amount was 500 ng, on the basis of the concentrations calculated after the quality control of respective DNA samples using the fluorometry for specifically quantitating double-stranded DNAs. The cy3- and cy5-labeled gDNAs were hybridized (65° C., 40 hours, 20 r.p.m.) onto Human Genome CGH Microarray (Agilent Technologies) using aCGH/ChIP-on-chip Hybridization Kit (Agilent Technologies), and were then washed using Oligo aCGH/ChIP-on-Chip Wash Buffer Kit (Agilent Technologies).


After the cy3- and cy5-labeled gDNAs were hybridized with the microarray in this manner, the microarray was scanned using a laser scanner such as High Resolution Microarray Scanner (Agilent Technologies) at an optimum wavelength for Cy3 and Cy5 to acquire an image. The acquired image was analyzed using a special-purpose analysis software (Feature Extraction; Agilent Technologies) to perform quality test of the sample genomic DNAs and generate the test results data.


(11-3) Quality Test of Sample Genomic DNAs


The samples were first subjected to quality test of genomic DNAs using absorbance measurement and agarose gel electrophoresis to check to see if they were analyzable in an Agilent aCGH microarray, deeming that the samples satisfying the following criteria passed the check. To be specific, the criteria for absorbance measurement were as follows:


(i) genomic DNA concentration of 25 ng/μL or higher;


(ii) OD260/230 ranges 1.8-2.0 and OD260/230 ranges 2.0 or higher; and


(iii) no abnormality observed in absorption spectrum.


The criteria for agarose gel electrophoresis, which are based on the electrophoretic test of 100 ng of genomic DNAs as calculated from the absorbance measurement results, are as follows:


(i) a main band is observed between around 10 Kb to 20 Kb;


(ii) no contaminating band (including RNA) is observed;


(iii) a smear band showing progression of degradation is not observed; and


(iv) a divergence from the concentration predicted from absorbance is observed.


As a result of this quality test, the eleven samples (AD004001 (ncc3), AD004002 (CC36), AD004003 (ngc1), AD004004 (GC19), AD004005 (ncc1), AD004007 (ncc4), AD004008 (cc4), AD004009 (ncc4), AD004010 (CC4-D), AD004013 (ncc1*1), AD004018 (GC19*2)) were excluded from the test because their extracted DNA concentrations did not meet the criteria.


(11-4) Agilent aCGH Analysis


The data output by the Feature Extraction software after scanning of the microarray was subjected to copy number analysis (analysis by default-setting) using the genomics analysis software (Agilent Genomic Workbench; Agilent Technologies). The obtained data is summarized in Table 22 below.


In Table 22, “AD0040_Set01” to “AD0040_Set05” respectively correspond to “Set01” to “Set05” shown in “3) Comparative analyses” in Table 21. The Table 22 lists the chromosomes (Chr) of the subject cells having an aberration of gene copy numbers detected as compared with the reference cells, the positions on the chromosomes (Cytoband), and the detailed information of the positions (Position), thereby showing the probes applied to the positions. This table also shows in the “Gene Names, Annotations” column the representative names and genome annotations of the genes that are known in databases to be present in the positions on the listed chromosomes.


This table further summarizes in the “Amp/Del” and “P-value” columns the statuses of the aberration of gene copy numbers. In the “Amp/Del” column, increased and reduced genomic DNA copy numbers in the subject cells as compared with those of the reference cells are indicated by positive and negative values, respectively. The p-values from the results of the statistical analysis of the increases and decreases are listed in the “P-value” column.









TABLE 22







Results of detection for an aberration of gene copy numbers



















Gene Names,


No.
Chr
Cytoband
Position
Amp/Del
P-value
Annotations










AD0040_Set01













1
17
p13.3
1959569-1959686
1.958922
4.24E−24
SMG6,








CNV_72769







AD0040_Set02













1
1
q32.1
203188201-203193723
−1.154289
7.26E−11
NFASC


2
2
p21
44083711-44096180
−1.466304
1.64E−14
CNV_78526,








CNV_89620,








CNV_73443 . . .


3
4
p16.1
8575302-8575359
−1.004219
2.68E−12
CNV_3479


4
4
p16.1
8881212-8882547
−1.338401
2.49E−12
CNV_3479,








CNV_2497,








CNV_0347 . . .


5
4
q22.1
93434342-93961504
−0.977201
 9.66E−277
GRID2,








CNV_10054,








CNV_4406 . . .


6
5
p13.3
34268357-34369165
−1.613071
5.91E−13
CNV_3553,








CNV_4438,








CNV_2087 . . .


7
11
p12
41852545-42432402
−1.001829
1.55E−69
CNV_65929,








CNV_61127







AD0040_Set03













1
1
p36.22
11506047-11510410
−0.91124
1.45E−10
PTCHD2


2
1
p36.13
19384235-19393273
−1.077065
8.52E−16
UBR4


3
2
p21
44083711-44100016
−0.835072
4.02E−13
CNV_78526,








CNV_89620,








CxV_73443 . . .


4
2
q37.3
237339565-237344964
−1.262658
5.45E−13


5
3
p21.31
44941989-44944920
−0.96966
1.85E−10
ZDHHC3


6
3
p21.1
51941606-51945028
−1.390224
6.96E−37
RRP9


7
3
p21.1
52157853-52166715
−0.741786
2.84E−11
WDR51A,








CNV_51113


8
3
q26.31
172536286-172538403
0.77431
4.00E−11
TNIK


9
4
p16.1
8575302-8575359
−1.394291
2.38E−22
CNV_3479


10
4
p16.1
8882456-8882653
−1.522356
1.87E−22
CNV_3479,








CNV_2497,








CNV_0347 . . .


11
4
p16.1
8884585-8885187
−1.388218
1.04E−14
CNV_3479,








CNV_2497,








CNV_0347 . . .


12
5
p15.33
 39807-103486
−0.566404
4.31E−17
CNV_3536,








CNV_8470,








CNV_37739 . . .


13
5
q35.3
178915974-178920549
−0.867024
7.47E−11
RUFY1,








CNV_3590,








CNV_2611 . . .


14
6
p21.32
31913390-31914895
−0.936089
5.63E−11
C6orf48,








CNV_3602,








CNV_4492


15
6
q24.2
144681079-145176611
−0.803721
0
UTRN,








CNV_5395,








CNV_51815 . . .


16
7
p22.3
1976966-1985089
−1.174472
1.33E−14
MAD1L1,








CNV_4523,








CNV_30253 . . .


17
7
p13
45115983-45117728
−0.997113
1.17E−10
TBRG4


18
7
q36.3
158315132-158317964
−1.435031
1.34E−11
CNV_70131,








CNV_65009


19
8
p23.3
1322720-1340312
−1.256454
4.83E−22
CNV_100233,








CNV_70182,








CNV_36754 . . .


20
8
p21.3
20951820-20964831
−1.229753
1.85E−15
CNV_3726,








CNV_82520,








CNV_9531 . . .


21
8
p21.3
22263358-22269438
−1.053818
1.67E−12
PIWIL2,








CNV_3726,








CNV_2746


22
8
p12
37827143-37827202
−1.073419
3.14E−18


23
8
q24.21
129012024-129012764
−1.283134
3.75E−15
PVT1,








CNV_37296


24
8
q24.3
145783328-145788273
−1.211438
2.21E−14
KIAA1688,








CNV_4614,








CNV_70495


25
9
p22.1
19760010-19770175
−1.098789
8.48E−12
SLC24A2,








CNV_52762


26
9
q34.3
137332375-137332434
−1.133146
1.90E−16
CNV_30337,








CNV_4660


27
10
q24.33
105011210-105018167
−0.890401
3.98E−12


28
10
q26.3
134889416-134893492
−1.403986
1.89E−11
KNDC1,








CNV_3829,








CNV_29875 . . .


29
10
q26.3
134978689-134996216
−0.759088
2.38E−12
CALY,








CNV_3829,








CNV_4721 . . .


30
11
p15.5
1962010-1967283
−1.272235
9.22E−16
LOC100133545,








CNV_29893,








CNV_37117 . . .


31
11
p13
35269915-35269974
−1.58566
4.59E−21
SLC1A2


32
11
p11.2
45446292-45455071
−0.999829
1.27E−10


33
11
p11.2
45536937-45547269
−1.0113
3.33E−13


34
11
q13.2
68845113-68855981
−0.849465
1.22E−14
CNV_29915


35
11
q13.5
75055163-75056846
−1.095161
4.03E−13
MAP6


36
11
q23.2
114474724-114494671
−1.04596
2.07E−18
CNV_3867,








CNV_4763,








CNV_30567 . . .


37
12
p11.1
34417392-34756209
−1.388555
8.75E−18
CNV_3885,








CNV_8723,








CNV_9691 . . .


38
12
q13.2
54376360-54377782
−1.314247
1.93E−15
ITGA7, CNV_3890


39
12
q24.11
107744503-107749896
−1.312198
5.02E−15
SSH1


40
12
q24.11
110069463-110074263
−1.00593
6.16E−11
CUX2


41
12
q24.32
124804453-124812355
−1.02832
1.86E−13
CNV_9699,








CNV_29926


42
12
q24.33
133173882-133177340
−1.318578
9.51E−14
CNV_4404


43
13
q12.11
19566409-19568792
−1.815439
3.23E−30
CNV_71680,








CNV_71679


44
13
q34
112553940-112565338
−1.045415
5.56E−12
ATP11A


45
13
q34
114770686-114776626
−1.49958
1.55E−14
CNV_29947,








CNV_71818,








CNV_101882 . . .


46
14
q32.31
101314727-101318356
−0.864536
6.27E−15
CNV_8776


47
15
q26.3
101555153-101558598
−1.35669
5.78E−14
CNV_3982,








CNV_8807,








CNV_7087


48
16
p13.13
11173868-11178626
−1.419855
4.38E−16
CLEC16A


49
16
q24.1
85302753-85306926
−0.995341
1.46E−12
CNV_49791,








CNV_58781,








CNV_67070 . . .


50
16
q24.2
86529114-86536801
−1.053071
4.11E−11
CNV_3134,








CNV_30795


51
17
q21.31
37885447-37885501
−0.74336
2.82E−12
ATP6V0A1


52
17
q23.2
56404749-56407334
−1.054468
7.56E−13
BCAS3,








CNV_4410,








CNV_49891 . . .


53
17
q25.2
72541570-72547858
−1.107359
5.34E−17
CNV_5336,








CNV_53066,








CNV_34522 . . .


54
17
q25.3
75476251-75483572
−0.90787
3.74E−13


55
19
p12
21094293-21098244
−2.544831
6.72E−25
ZNF714,








CNV_78137,








CNV_50112 . . .


56
19
q13.11
39810209-39814923
−1.255844
1.46E−16
CNV_73367


57
19
q13.31
48895798-48900793
−0.799759
2.22E−11
CNV_32261,








CNV_47965,








CNV_5106 . . .


58
19
q13.32
52729604-52729663
−1.310343
1.75E−24
ZNF541


59
20
q13.33
61437907-61448929
0.973892
2.88E−15
CHRNA4,








CNV_31044


60
22
q11.21
19712255-19715734
−1.075087
7.15E−12
P2RX6, SLC7A4,








CNV_31071 . . .


61
22
q13.32
47558995-47566106
−0.956944
6.21E−12
CNV_4134,








CNV_50883


62
22
q13.33
50695995-50697227
−1.147529
2.70E−13
CNV_30166


63
X
p22.33
155819-169113
−1.217427
1.36E−46
PLCXD1,








GTPBP6,








CNV_83235 . . .


64
X
p22.33
189104-190572
−0.996498
7.72E−11
CNV_67918


65
X
p22.33
699908-706191
−0.791549
1.88E−13
CNV_34411


66
X
p22.33
1562369-1566850
−1.112982
2.22E−22
P2RY8


67
X
p22.33
1637614-1639274
−0.69266
3.10E−11


68
X
p22.33
2646756-2647777
−1.242813
1.07E−17
CD99, CNV_4142,








CNV_8292 . . .


69
Y
p11.32
105819-119113
−1.217427
1.36E−46
CNV_83894,








CNV_97143


70
Y
p11.32
139104-140572
−0.996498
7.72E−11
PLCXD1


71
Y
p11.32
649908-656191
−0.791549
1.93E−13


72
Y
p11.32
1512369-1516850
−1.112982
2.30E−22
ASMTL


73
Y
p11.32
1587614-1589274
−0.69266
3.18E−11
P2RY8


74
Y
p11.31
2596756-2597777
−1.242813
1.10E−17







AD0040_Set04













1
2
p25.2
6148711-6875000
−0.564855
 5.96E−120
CNV_4274,








CNV_35845,








CNV_9920 . . .


2
3
p21.31
50358198-50366080
−0.859205
9.66E−11
TUSC4,








CYB561D2,








CNV_3429 . . .


3
3
p21.1
51937265-51945028
−0.591105
1.32E−10
RRP9


4
4
p16.1
8575302-8575359
−1.15809
1.02E−18
CNV_3479


5
4
p16.1
8882456-8882653
−1.362018
6.33E−21
CNV_3479,








CNV_2497,








CNV_0347 . . .


6
6
p25.3-p11.2
 167917-58197184
0.17055
0
DUSP22, IRF4,








EXOC2 . . .


7
6
p22.1-p21.33
29854870-29902314
−0.571876
8.20E−20
HCG4,








CNV_64460,








CNV_64462 . . .


8
6
q11.1-q27
 62023384-170890108
0.151534
0
KHDRBS2,








LGSN, PTP4A1 . . .


9
7
p22.3
1976966-1981109
−1.268264
5.89E−12
MAD1L1,








CNV_4523,








CNV_30253 . . .


10
7
p21.3-p21.2
13055490-13506713
−0.56786
2.42E−78
CNV_52086,








CNV_1723,








CNV_94383 . . .


11
7
q11.23
72831668-72832641
−1.0686
3.47E−10
CNV_3685


12
8
p12
37827143-37827202
−0.769092
3.36E−12


13
8
q24.21
129012024-129012764
−1.791079
2.12E−24
PVT1,








CNV_37296


14
8
q24.3
142383673-142390195
−1.229718
2.62E−12
CNV_30288


15
10
q26.3
134978689-134993118
−0.606783
1.34E−10
CALY,








CNV_3829,








CNV_4721 . . .


16
11
p15.5
1114014-1115396
−1.077322
7.79E−12
CNV_3831,








CNV_29887


17
11

35269915-35269974
−1.947078
2.67E−30
SLC1A2


18
11
q13.2
68845113-68849973
−1.00041
5.40E−10
CNV_29915


19
11
q13.3
69357011-69478523
−0.261822
1.53E−11
CNV_5631,








CNV_4755,








CNV_85835


20
11
q13.5
75055163-75056846
−1.196246
3.98E−15
MAP6


21
11
q23.2
114474724-114494671
−1.007421
1.10E−17
CNV_3867,








CNV_4763,








CNV_30567 . . .


22
13
q12.11
19566409-19568792
−1.034896
2.93E−13
CNV_71680,








CNV_71679


23
13
q14.2-q34
 48225461-115105297
0.370811
0
FNDC3A, MLNR,








CDADC1 . . .


24
13
q34
114743988-114747979
−0.528156
1.97E−10
CNV_29947


25
13
q34
114769518-114788319
−0.408921
2.71E−17
CNV_29947,








CNV_71818,








CNV_101882 . . .


26
16
q24.2
86530833-86536801
−1.078159
1.87E−11
CNV_3134,








CNV_30795


27
17
q25.3
75476251-75483572
−0.9129
2.28E−12


28
19
p12
21094293-21098244
−1.806828
8.86E−16
ZNF714,








CNV_78137,








CNV_50112 . . .


29
20
p12.3-p11.1
 8891768-26075841
0.388611
0
PLCB4,








C20orf103,








PAK7 . . .


30
20
q11.21-q13.33
29844444-62949149
0.408412
0
TPX2, MYLK2,








FOXS1 . . .


31
22
q11.21
19712255-19715734
−1.186638
5.68E−14
P2RX6, SLC7A4,








CNV_31071 . . .


32
22
q11.21
20125513-20144135
−0.844823
3.83E−16
HIC2,








CNV_31071,








CNV_4117 . . .


33
22
q13.32
47558995-47566106
−0.695915
2.91E−10
CNV_4134,








CNV_50883


34
X
p22.33
155819-164781
−1.341537
2.66E−46
PLCXD1,








GTPBP6,








CNV_83235 . . .


35
X
p22.33
187113-190572
−1.174457
2.36E−26
CNV_67918


36
X
p22.33
303009-314555
−0.483352
2.29E−11
CNV_73888


37
X
p22.33
1471240-1472998
−1.153505
1.48E−15
CNV_73906


38
X
p22.33
1562369-1566850
−1.120176
1.44E−19
P2RY8


39
Y
p11.32
105819-114781
−1.341537
2.66E−46
CNV_83894,








CNV_97143


40
Y
p11.32
137113-140572
−1.174457
2.36E−26
PLCXD1


41
Y
p11.32
253009-264555
−0.483352
2.29E−11
PPP2R3B


42
Y
p11.32
1421240-1422998
−1.153505
1.48E−15
IL3RA


43
Y
p11.32
1512369-1516850
−1.120176
1.44E−19
ASMTL







AD0040_Set05













1
1
p36.33-p11.1
  759762-121329506
−0.311631
0
LOC643837,








FAM41C,








FLJ39609 . . .


2
1
p36.22
11506047-11510410
−1.623647
1.52E−15
PTCHD2


3
1
p34.3
34590539-34590598
−1.185761
1.16E−12
CNV_29576,








CNV_29577


4
2
p25.2
6148711-6875000
−1.046482
0
CNV_4274,








CNV_35845,








CNV_9920 . . .


5
2
p21
44083711-44100016
−0.962256
9.63E−17
CNV_78526,








CNV_89620,








CNV_73443 . . .


6
2
q37.3
237339565-237344964
−1.12891
5.17E−11


7
3
p21.31
44941989-44944920
−1.10293
2.01E−12
ZDHHC3


8
3
p21.1
51941606-51941665
−1.570327
5.43E−42


9
3
p21.1
52157853-52166715
−0.764702
1.40E−11
WDR51A,








CNV_51113


10
3
p14.3
55514963-55520108
−0.807534
3.32E−11
ERC2, CNV_3430


11
4
p16.1
8575302-8575359
−1.596547
6.08E−27
CNV_3479


12
4
p16.1
8881212-8885187
−0.836567
6.94E−15
CNV_3479,








CNV_2497,








CNV_0347


13
4
q13.1
64932715-64958903
−1.212414
2.11E−10
SRD5A2L2


14
4
q25
108607270-108770678
0.347478
7.39E−35
PAPSS1


15
4
q31.21
143422425-143437437
−0.798176
1.20E−12
INPP4B


16
4
q35.1
186948059-186972601
−0.780162
7.04E−11
SORBS2,








CNV_53588,








CNV_68870


17
6
p25.3
1603954-1615979
−0.826792
2.96E−11
GMDS


18
6
p22.1-p21.33
29854870-29917547
−1.780237
1.89E−72
HCG4, HLA-G,








CNV_64460 . . .


19
6
p21.32
32605385-32631881
−0.849512
1.39E−20
HLA-DRB5,








HLA-DRB6,








CNV_3603 . . .


20
6
p21.2
37661196-37665381
−1.211464
4.15E−14
CNV_8512


21
6
p12.3
45968671-45975445
−0.688034
2.69E−12
CLIC5,








CNV_0078


22
6
p12.1
53929240-53934834
−3.201252
1.28E−18
CNV_3614,








CNV_31288,








CNV_8516 . . .


23
6
q16.1
95408458-95417756
−0.921046
1.17E−12
CNV_52028,








CNV_34592,








CNV_52029


24
6
q16.3
103910750-103946150
−2.99956
1.93E−25
CNV_53366,








CNV_99645,








CNV_99646


25
6
q25.3
159115154-159119516
−1.197527
1.06E−12
EZR


26
6
q27
166262779-166267277
−1.136934
1.12E−12
C6orf176,








CNV_3652


27
7
p22.1
5770846-5779002
−0.826805
2.09E−10
RNF216,








CNV_53516


28
7
p21.3-p21.2
13055490-13506713
−0.968181
 1.09E−192
CNV_52086,








CNV_1723,








CNV_94383 . . .


29
7
p11.2
55538137-55543418
−1.237556
4.78E−11
ECOP


30
7
q22.1
100239082-100247277
−0.804057
3.13E−11
EPHB4,








CNV_4550


31
7
q36.1
151531289-151531319
−1.121547
7.31E−12
MLL3


32
8
p21.3
20951820-20964831
−1.007687
3.40E−11
CNV_3726,








CNV_82520,








CNV_95311 . . .


33
8
p21.3
22263358-22269438
−0.89917
3.41E−10
PIWIL2,








CNV_3726,








CNV_2746


34
8
p12
37827143-37827202
−1.36743
2.58E−26


35
8
q24.21
129012024-129012764
−1.861445
2.64E−25
PVT1,








CNV_37296


36
9
q34.12
132642863-132652875
−0.67207
2.11E−11
ABL1


37
9
q34.13
134879638-134884316
−1.056401
2.75E−10


38
9
q34.3
137332375-137332434
−0.900988
2.47E−14
CNV_30337,








CNV_4660


39
10
p12.31
21459641-21463968
−1.099716
5.33E−13
NEBL, C10orf113


40
10
q24.33
105011210-105018167
−0.808046
1.54E−10


41
10
q26.3
132819421-132829669
−0.947973
6.81E−11
TCERG1L


42
10
q26.3
134987375-134991871
−1.053537
6.23E−12
CALY,








CNV_3829,








CNV_4721 . . .


43
10
q26.3
135281682-135287473
−1.2869
1.47E−12
CNV_2896,








CNV_8673,








CNV_8671 . . .


44
11
p15.5
417922-438827
−0.538444
3.01E−11
ANO9,








CNV_29880,








CNV_29882 . . .


45
11
p15.5
1962010-1967283
−1.137617
8.69E−14
LOC100133545,








CNV_29893,








CNV_37117 . . .


46
11
p13
35269915-35269974
−2.362248
1.00E−32
SLC1A2


47
11
p11.2
45446292-45455071
−1.35674
1.76E−15


48
11
p11.2
45536937-45547269
−1.261453
1.54E−16


49
11
q13.1
64373699-64389963
−0.539648
4.61E−11
EHD1,








CNV_5422,








CNV_4752 . . .


50
11
q13.2
68845113-68855981
−0.686771
1.60E−11
CNV_29915


51
11
q13.5
75055163-75056846
−1.181678
8.74E−15
MAP6


52
11
q14.1
79146889-79150365
−0.988344
6.22E−11


53
11
q23.2
114474724-114494671
−1.222935
1.46E−22
CNV_3867,








CNV_4763,








CNV_30567 . . .


54
12
p13.33
1603701-1609148
−1.002602
4.34E−11
WNT5B


55
12
p13.33
2459007-2462164
−1.00103
1.59E−11
CACNA1C


56
12
q13.13
50170516-50187346
−0.683817
1.06E−10
SLC4A8,








CNV_86368


57
12
q13.2
54376360-54377782
−2.255378
1.44E−30
ITGA7,








CNV_3890


58
13
q12.11
19566409-19568792
−1.412693
2.83E−20
CNV_71680,








CNV_71679


59
13
q12.3
30605647-30656414
−0.695439
8.71E−16
HSPH1


60
13
q14.2-q34
 48225461-115105297
0.525393
0
FNDC3A, MLNR,








CDADC1 . . .


61
13
q32.3
100080292-100084653
−0.515989
5.93E−11
TMTC4


62
13
q33.1
100621234-100625172
−0.546582
6.26E−12
NALCN


63
13
q34
112346947-112529339
−0.110391
8.73E−16
C13orf35,








ATP11A,








CNV_3926


64
13
q34
112553940-112565338
−0.317672
1.46E−10
ATP11A


65
13
q34
114769518-114788319
−0.256096
7.01E−17
CNV_29947,








CNV_71818,








CNV_101882 . . .


66
13
q34
114912404-114924113
−0.175258
7.39E−11
CNV_29948,








CNV_71824,








CNV_71823


67
14
q32.31
100635039-100643492
−0.954125
3.26E−10
CNV_76722,








CNV_87348


68
14
q32.31
101132700-101136328
−1.233816
8.99E−13
CNV_47864,








CNV_8776


69
14
q32.31
101314727-101318356
−0.770087
8.77E−13
CNV_8776


70
15
q26.3
100833003-100835108
−1.990568
6.52E−26


71
15
q26.3
101555153-101558598
−1.202154
1.99E−13
CNV_3982,








CNV_8807,








CNV_7087


72
16
q24.2
86529114-86536801
−1.129622
2.27E−16
CNV_3134,








CNV_30795


73
17
p13.3
2246758-2258130
−0.70325
4.76E−12
MNT,








LOC284009,








CNV_67107


74
17
q25.2
72510034-72513509
−1.558487
2.02E−19
CNV_5336,








CNV_53066,








CNV_34522 . . .


75
17
q25.2
72541570-72547858
−1.030258
1.02E−15
CNV_5336,








CNV_53066,








CNV_34522 . . .


76
17
q25.3
74127687-74135747
−0.797471
3.04E−11


77
19
p13.3
5652790-5656012
−1.400095
3.53E−18
LONP1


78
19
p13.2
11589908-11592624
−0.988635
1.65E−10
ZNF627


79
19
p12
21094293-21098244
−2.160212
6.95E−20
ZNF714,








CNV_78137,








CNV_50112 . . .


80
19
q13.11
37739553-37743272
−1.188304
2.87E−14
CNV_78177,








CNV_89217


81
19
q13.11
39810209-39814923
−1.252695
8.59E−15
CNV_73367


82
19
q13.32
52729604-52729663
−1.123367
6.31E−20
ZNF541


83
19
q13.33
56185087-56190375
−1.032553
3.03E−12


84
20
p12.3-p11.1
 8900134-26075841
0.575452
0
PLCB4,








C20orf103,








PAK7 . . .


85
20
p11.21
23912869-23925414
−0.344259
2.48E−13
GGTLC1,








CNV_5129


86
20
q11.21-q13.33
29652452-62911874
0.592922
0
ID1, COX4I2,








BCL2L1 . . .


87
20
q11.23
34796540-34803426
−0.243389
3.26E−11
NDRG3


88
20
q13.32
57462934-57470482
−0.379787
4.92E−14
CNV_67720


89
20
q13.33
61290383-61294386
−0.665497
9.88E−15
CNV_5347,








CNV_4106,








CNV_5144


90
21
q22.3
41510016-41514904
−1.296857
8.53E−13
BACE2


91
22
q11.21
20125513-20147529
−0.707834
1.98E−14
HIC2,








CNV_31071,








CNV_4117 . . .


92
22
q13.32
47558995-47566106
−0.853665
1.76E−11
CNV_4134,








CNV_50883


93
X
p22.33
155819-169133
−1.326927
4.52E−52
PLCXD1,








GTPBP6,








CNV_83235 . . .


94
X
p22.33
187313-190572
−1.064823
8.62E−18
CNV_67918


95
X
p22.33
699908-706191
−1.17171
2.02E−17
CNV_34411


96
X
p22.33
1562369-1566850
−1.091515
2.82E−15
P2RY8


97
X
p22.33
1820491-1831380
−1.061682
1.00E−11
CNV_67930,








CNV_33161,








CNV_4142


98
X
p22.33
2194563-2201252
−1.147887
5.04E−13
DHRSX,








CNV_4142


99
X
p22.33
2309297-2310369
−1.404613
2.43E−12
DHRSX,








CNV_4142


100
X
p22.33
2646756-2647777
−1.782833
8.15E−23
CD99, CNV_4142,








CNV_8292 . . .


101
X
p22.13
17789072-17792098
−1.216957
1.03E−14
RAI2,








CNV_67948


102
X
q26.2
130912192-130913849
−1.27548
7.72E−16


103
Y
p11.32
105819-119133
−1.326927
8.24E−56
CNV_83894,








CNV_97143


104
Y
p11.32
137113-140572
−1.064823
1.51E−16
PLCXD1


105
Y
p11.32
649908-656191
−1.17171
2.56E−16


106
Y
p11.32
1512369-1516850
−1.091515
2.99E−14
ASMTL


107
Y
p11.31
1770491-1781380
−1.061682
6.06E−11
CNV_33187


108
Y
p11.31
2144563-2151252
−1.147887
3.28E−12
DHRSX,








CNV_83906,








CNV_83907 . . .


109
Y
p11.31
2259297-2260369
−1.404613
1.02E−11
DHRSX


110
Y
p11.31
2596756-2597777
−1.782833
7.51E−22





Amp = Amplification


Del = Deletion






The genomics analysis results revealed that any of the following cells: CC36 generated by the procedure described in Example 2 (corresponding to AD004017 tested in Set01), GC19 generated by the procedure described in Example 4 (corresponding to AD004022 tested in Set02), CC117 generated by the procedure described in Example 6 (corresponding to AD004006 tested in Set03), and CC4-D generated by the procedure described in Example 8 (corresponding to AD004020 tested in Set05), had an aberration of gene copy numbers of endogenous genomic DNA.


The aberration of copy number variations (CNVs) detected by the procedure described in this Example can be determined to be an aberration of CNVs in induced malignant stem cells when they are different from those CNVs in the genomic DNAs of the non-cancer tissue cells. The induced malignant stem cells analyzed in this Example can be described as cells characterized both by an aberration of gene copy number variations (CNVs) of endogenous genomic DNA and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 12
Detection for an Aberration of Microsatellites of Endogenous Genomic DNA in Induced Malignant Stem Cells

In this Example, (1)(i) instability occurring in endogenous genomic DNA microsatellites in induced malignant stem cells was generated, in comparison with cell populations derived from non-cancer site tissues or cell populations derived from normal tissues.


(12-1) Materials


The microsatellite instability (MSI) testing was performed by the following MSI analysis procedures: the tumor sites and induced malignant stem cells of the same patient (donor) as well as the non-tumor sites and normal tissues of the same patient were subjected to extraction of DNAs, which were PCR amplified using the primers fluorescently labeled for the five Bethesda markers (BAT25, BAT26, D2S123, D5S346, D17S250) recommended to be used in MSI analyses (Boland C R, et al., Cancer Res. 58: 5248-57, 1998; Loukola, A, et al., Cancer Res., 1 Jun. 2001, 61 (11): 4545-9) and were then subjected to capillary electrophoresis using a fluorescent DNA sequencer. After data analysis was performed by the Gene Mapper software, the presence or absence of change in the number of repetitions between the tumor sites and non-tumor sites was determined for each marker based on the difference in waveform pattern, and general determination was made based on the determination results for the five markers.


The following samples were used in the microsatellite instability analysis:


cell population (ngc3) derived from colon non-cancer site tissues, and induced malignant stem cells (CC35, CC36) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 2;


cell population (ngc1) derived from fresh gastric non-cancer site tissues, induced non-malignant stem cells (NGC16) prepared from fresh gastric non-cancer site tissues, and induced malignant stem cells (GC16, GC19, GC110) prepared from fresh gastric cancer tissues, which were collected from the individual of donor No. 3;


cell population (ncc1) derived from colon non-cancer site tissues, cell population (cc1) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC11, CC12, CC17, CC18, CC19, CC11, Cl12, CC117, CC118) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 4;


cell population (ncc4) derived from colon non-cancer site tissues, cell population (cc4) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC4_c, CC4_(3), CC4_(6), CC4_(3)10, CC4_(4), CC430, CC4-10, CC4-31, CC4(1), CC4(2), CC4-D) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 5;


fibroblasts (7F3956) collected from the individual of donor No. 6, and induced pluripotent stem cells (NFB12) prepared from the same; and


fibroblasts (7F3949) collected from the individual of donor No. 7, and induced pluripotent stem cells (NFB217) prepared from the same fibroblasts.


(12-2) Analysis Procedure


(12-2-1) DNA Extraction


The samples obtained from the donors mentioned in (12-1) were subjected to extraction of genomic DNAs using DNeasy Blood & Tissue Kit (50) (QIAGEN; Cat No. 69504) following the instructions of the manufacturer. The obtained genomic DNAs were so prepared as to give a concentration of 10 ng/μL.


(12-2-2) PCR


The thus-prepared genomic DNAs, which were used as a template, were subjected to PCR using the primer sets for the respective five Bethesda markers. For each sample, the mixes shown below were prepared in a PCR plate or 8-strip tube. However, a sample that contained the positive control (Genomic DNA MCF-7; Funakoshi) instead of the sample genomic DNAs, and a sample that did not contain genomic DNAs serving as a template but contained the negative control (TE Buffer, 1×) were also included in each analysis.









TABLE 23







Formulations of PCR solutions











Formalin-fixed tissues/




Formalin-fixed



Frozen tissues/
paraffin-embedded



Whole blood
(FFPE) tissues















Sample genomic DNA
2.5
μL
1.0
μL


(10 ng/μL)


10X PCR buffer
2.5
μL
2.5
μL


dNTP (2 mM each)
2.5
μL
2.5
μL


MgCl2 (25 mM)
1.5
μL
1.5
μL


Fluorescently labeled forward
0.5
μL
0.5
μL


primer (20 μM)


Reverse primer (20 μM)
0.5
μL
6.5
μL


AmpliTaq Gold (5 U/μL)
0.125
μL
0.125
μL


dH2O
14.875
μL
16.375
μL


Total
25.0
μL
25.0
μL









The primers used in this analysis had the following nucleotide sequences:











BAT25 marker:



(SEQ ID NO: 1)



Forward primer: tcgcctccaagaatgtaagt







(SEQ ID NO: 2)



Reverse primer: tctggattttaactatggctc







BAT26 marker:



(SEQ ID NO: 3)



Forward primer: tgactacttttgacttcagcc







(SEQ ID NO: 4)



Reverse primer: aaccattcaacatttttaacc







D2S123 marker:



(SEQ ID NO: 5)



Forward primer: aaacaggatgcctgccttta







(SEQ ID NO: 6)



Reverse primer: ggactttccacctatgggac







D5S346 marker:



(SEQ ID NO: 7)



Forward primer: actcactctagtgataaatcggg







(SEQ ID NO: 8)



Reverse primer: agcagataagacaagtattactag







D17S250 marker:



(SEQ ID NO: 9)



Forward primer: ggaagaatcaaatagacaat







(SEQ ID NO: 10)



Reverse primer: gctggccatatatatatttaaacc.






After dispensing all of the constitutional components, the PCR plate or 8-strip tube was capped and subjected to vortexing, which was followed by spinning down the solution.


Then, with the heat block of a thermal cycler (Peltier Thermal Cycler (PTC-220) (MJ Research), GeneAmp PCR System (9700) (Applied Biosystems), or Veriti Thermal Cycler (Applied Biosystems) having been heated at 94° C., the PCR plate or 8-strip tube was mounted on the preheated heat block to effect PCR on the conditions shown below.









TABLE 24







PCR conditions


Type of analysis materials









Formalin-fixed tissues/Formalin-fixed


Frozen tissues/Whole blood
paraffin-embedded (FFPE) tissues


(35 cycles)
(45 cycles)





* Advanced mode-MSI-MSI
* Advanced mode-MSI-MSI45


1. Incubate at 95.0° C. for
1. Incubate at 95.0° C. for 10 minutes.


10 minutes.


2. Incubate at 95.0° C. for
2. Incubate at 95.0° C. for 45 seconds.


45 seconds.


3. Incubate at 57.0° C. for
3. Incubate at 57.0° C. for 45 seconds.


45 seconds.


4. Incubate at 72.0° C. for
4. Incubate at 72.0° C. for 1 minute.


1 minute.


5. Repeat steps 2 to 4 thirty-five
5. Repeat steps 2 to 4 forty-five times.


times.


6. Incubate at 72.0° C. for
6. Incubate at 72.0° C. for 10 minutes.


10 minutes.


7. Store at 4° C. to 10° C.
7. Store at 4° C. to 10° C.









After the completion of the PCR, the PCR plate or 8-strip tube was removed from the heat block and subjected to vortexing, which was followed by spinning down the reaction solution. The concentration of the PCR product was determined by absorbance measurement. If necessary, the PCR product was appropriately diluted with 1×TE Buffer. The thus-prepared samples were used for analysis by capillary electrophoresis.


(12-2-3) Capillary Electrophoresis


The PCR product prepared in (12-2-2) was separated by capillary electrophoresis, and the lengths of respective amplified DNAs were determined for each sample.


Ten microliters of Hi-Di Formamide (+ROX) was dispensed in a 96-well plate for capillary electrophoresis by the number of samples required. The 96-well plate for capillary electrophoresis was loaded with 1 μL/well of the PCR product, covered with a dedicated lid, and subjected to vortexing, which was followed by spinning down the sample solution.


The capillary electrophoresis, which was performed using Genetic Analyzer (3100) or Genetic Analyzer (3130×1) (each manufactured by Applied Biosystems), detected forward-primer-derived fluorophores (refer to Table 25 below) and thereby determined the lengths of the intended PCR products.









TABLE 25







Characteristics of Bethesda markers










Name
Fluorophore
Product size
Sequential structure














BAT25
HEX
120
bp
Monobase (A) repetitions


BAT26
NED
116
bp
Monobase (A) repetitions


D2S123
NED
197-227
bp
Dibase (CA) repetitions


D5S346
FAM
96-122
bp
Dibase (CA) repetitions


D17S250
FAM
141-169
bp
Dibase (CA) repetitions









The obtained results are shown in FIG. 1. The sets of compared samples shown in the respective graphs are summarized in Table 26 below.









TABLE 26







Aberration of microsatellites











Sample
Cell characteristics
Control sample
FIG. No.
Results










Donor No. 2











CC3_5
Induced malignant stem cells
ncc3
(1)
MSS


CC3_6
Induced malignant stem cells
ncc3
(2)
MSS







Donor No. 3











GC1_6
Induced malignant stem cells
ngc1
(3)
MSS


GC1_9
Induced malignant stem cells
ngc1
(4)
MSS


NGC1_6
Induced non-malignant stem cells
ngc1
(5)
MSS


GC1_10
Induced malignant stem cells
ngc1
(6)
MSS







Donor No. 4











cc1
Colon cancer tissues
ncc1
(7)
MSS


CC1_1
Induced malignant stem cells
ncc1
(8)
MSS


CC1_2
Induced malignant stem cells
ncc1
(9)
MSS


CC1_7
Induced malignant stem cells
ncc1
(10)
MSS


CC1_8
Induced malignant stem cells
ncc1
(11)
MSS


CC1_9
Induced malignant stem cells
ncc1
(12)
MSS


CC1_11
Induced malignant stem cells
ncc1
(13)
MSS


CC1_12
Induced malignant stem cells
ncc1
(14)
MSS


CC1_17
Induced malignant stem cells
ncc1
(15)
MSS


CC1_18
Induced malignant stem cells
ncc1
(16)
MSS







Donor No. 5











cc4
Colon cancer tissues
ncc4
(17)
MSI-H


CC4_c
Induced malignant stem cells
ncc4
(18)
MSI-H


CC4_(3)
Induced malignant stem cells
ncc4
(19)
MSI-H


CC4_(6)
Induced malignant stem cells
ncc4
(20)
MSI-H


CC4_(3)_10
Induced malignant stem cells
ncc4
(21)
MSI-H


CC4_(4)
Induced malignant stem cells
ncc4
(22)
MSI-H


CC4_30
Induced malignant stem cells
ncc4
(23)
MSI-H


CC4-10
Induced malignant stem cells
ncc4
(24)
MSI-H


CC4-31
Induced malignant stem cells
ncc4
(25)
MSI-H


CC4 (1)
Induced malignant stem cells
ncc4
(26)
MSI-H


CC4 (2)
Induced malignant stem cells
ncc4
(27)
MSI-H


CC4-D
Induced malignant stem cells
ncc4
(28)
MSI-H







Donor No. 6











NFB1_2
Induced pluripotent stem cells
7F3956
(29)
MSS







Donor No. 7











NFB2_17
Induced pluripotent stem cells
7F3949
(30)
MSS









The induced malignant stem cells (CC4_c, CC4_(3), CC4_(6), CC4_(3)10, CC4_(4), CC430, CC4-10, CC4-31, CC4 (1), CC4 (2), CC4-D) analyzed in this Example can be considered as cells characterized both by an aberration of microsatellites of endogenous genomic DNA and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 13
Detection for Abnormal Expression (mRNA) of Endogenous Gene in Induced Malignant Stem Cells

In this Example, (1)(c) abnormal expression (increased or reduced/lost expression) of endogenous oncogenes or endogenous tumor suppressor genes in induced malignant stem cells was detected, in comparison with those in induced pluripotent stem cells.


(13-1) Materials


The (1)(c) abnormal expression (increased or reduced/lost expression) of endogenous oncogenes or endogenous tumor suppressor genes in induced malignant stem cells was detected by genome-widely detecting mRNA expression of tyrosine kinases or cancer drug targets.


The following samples were used to detect (1)(c) abnormal expression (increased or reduced/lost expression) of endogenous oncogenes or endogenous tumor suppressor genes in induced malignant stem cells:


induced malignant stem cells (GC21, GC25, GC210) prepared from fresh gastric cancer tissues collected from the individual of donor No. 1;


induced malignant stem cells (CC11) prepared from fresh colon cancer tissues collected from the individual of donor No. 4;


induced malignant stem cells (CC4_c, CC4-D) prepared from fresh colon cancer tissues collected from the individual of donor No. 5; and


induced pluripotent stem cells (NFB217) prepared from the fibroblasts (7F3949) collected from the individual of donor No. 7.


(13-2) Summary


Total RNA was prepared from each of the eight induced malignant stem cells mentioned above, and testing was performed using the prepared total RNAs in Whole Human Genome Oligo Microarray Kit (4×44K) (Agilent).


Whole Human Genome Oligo Microarray Kit (4×44K) is a tool that enables a comprehensive expression analysis of transcripts encoded in the human genome. The probe sequences to be used in this kit were determined by checking the sequence information collected from multiple reliable databases against the human genome assembly. This kit also contains the probes designed for not only mRNAs but also non-coding RNAs such as snoRNA and pseudogene transcripts.


As labeled as “4×44K”, this kit contains 4 microarrays on one glass slide, each of which contains about 44,000 (i.e, 44K) spots. Since this kit contains 4 microarrays, it is capable of testing 4 samples at the same time, enabling high-throughput analysis. It is also characterized by being capable of performing test using a minimum of 25 ng of total RNA per array.


(13-3) Quality Evaluation


The process of quality evaluation of sample genomic DNAs involves the following procedures using sample RNA solutions in the respective apparatus:


determination of electrophoresis patterns by the fluorescent detector Bioanalyzer (Agilent); and


quantitation of total RNA amounts by the spectrophotometer NanoDrop (NanoDrop).


(13-4) Synthesis of Complementary RNA (cRNA)


Complementary RNA (cRNA) was synthesized from the targeted RNA using Agilent Quick Amp Labeling Kit in accordance with the Agilent protocol. Double-stranded cDNA was synthesized from the total RNA (100 ng) prepared from each sample, and cRNA was synthesized from the prepared cDNA by in vitro transcription. In this process, cyanine-dye-labeled CTP (cyanine 3-CTP) was incorporated to effect fluorescent labeling.


(13-5) Hybridization


The cyanine-dye-labeled cRNA prepared in (13-4) was hybridized with Whole Human Genome Oligo Microarray (4×44K) using Agilent Gene Expression Hybridization Kit. To be specific, the labeled cRNA was added to a hybridization buffer and allowed to hybridize on Whole Human Genome Oligo Microarray (4×44K) for 17 hours. After washing, the DNA microarray image was scanned by Agilent Microarray Scanner, and fluorescence signals from the spots were digitized by Feature Extraction Software (v.10.7.3.1).


(13-6) Experimental Results


As a result of the quality evaluation of the samples described in “(13-1) Materials”, the quality of all the samples was assured both by the determination of electrophoresis patterns and by the quantitation of total RNA amounts.


Next, cRNA was synthesized using each of the obtained samples, and the amounts of fluorescently-labeled cRNAs were determined. As a result, it was confirmed that the cRNAs had been obtained in the amount required for hybridization with a microarray chip.


So, hybridization was performed with the microarray chip with the probes designed for the genes shown in the tyrosine kinase list (refer to Table 27 below) and the genes shown in the cancer drug targets list (refer to Table 28 below).









TABLE 27







List of tyrosine kinases investigated for abnormal expression











Unigene
GeneBank
Symbol
Description
Gene Name





Hs.431048
NM_005157
ABL1
C-abl oncogene 1, non-receptor
ABL, JTK7, bcr, abl, c-ABL,





tyrosine kinase
p150, v-abl


Hs.159472
NM_005158
ABL2
V-abl Abelson murine leukemia viral
ABLL, ARG, FLJ22224,





oncogene homolog 2
FLJ31718, FLJ41441


Hs.654469
NM_004304
ALK
Anaplastic lymphoma receptor
CD246, NBLST3





tyrosine kinase


Hs.590970
NM_001699
AXL
AXL receptor tyrosine kinase
JTK11, UFO


Hs.146591
NM_001715
BLK
B lymphoid tyrosine kinase
MGC10442, MODY11


Hs.159494
NM_000061
BTK
Bruton agammaglobulinemia
AGMX1, AT, ATK, BPK, IMD1,





tyrosine kinase
MGC126261, MGC126262,






PSCTK1, XLA


Hs.654394
NM_005211
CSF1R
Colony stimulating factor 1 receptor
C-FMS, CD115, CSFR, FIM2,






FMS


Hs.77793
NM_004383
CSK
C-src tyrosine kinase
MGC117393


Hs.631988
NM_001954
DDR1
Discoidin domain receptor tyrosine
CAK, CD167, DDR, EDDR1,





kinase 1
HGK2, MCK10, NEP, NTRK4,






PTK3, PTK3A, RTK6, TRKE


Hs.275757
NM_006182
DDR2
Discoidin domain receptor tyrosine
MIG20a, NTRKR3, TKT,





kinase 2
TYRO10


Hs.488293
NM_005228
EGFR
Epidermal growth factor receptor
ERBB, ERBB1, HER1, PIG6I,






mENA


Hs.89839
NM_005232
EPHA1
EPH receptor A1
EPH, EPHT, EPHT1,






MGC163163


Hs.171596
NM_004431
EPHA2
EPH receptor A2
ARCC2, ECK


Hs.123642
NM_005233
EPHA3
EPH receptor A3
EK4, ETK, ETK1, HEK, HEK4,






TYRO4


Hs.371218
NM_004438
EPHA4
EPH receptor A4
HEK8, SEK, TYRO1


Hs.654492
NM_004439
EPHA5
EPH receptor A5
CEK7, EHK1, HEK7, TYRO4


Hs.73962
NM_004440
EPHA7
EPH receptor A7
EHK3, HEK11


Hs.283613
NM_020526
EPHA8
EPH receptor A8
EEK, EK3, HEK3, KIAA1459


Hs.116092
NM_004441
EPHB1
EPH receptor B1
ELK, EPHT2, FLJ37986, Hek6,






NET


Hs.523329
NM_004442
EPHB2
EPH receptor B2
CAPB, DRT, EK5, EPHT3,






ERK, Hek5, MGC87492, PCBC,






Tyro5


Hs.2913
NM_004443
EPHB3
EPH receptor B3
ETK2, HEK2, TYRO6


Hs.437008
NM_004444
EPHB4
EPH receptor B4
HTK, MYK1, TYRO11


Hs.380089
NM_004445
EPHB6
EPH receptor B6
HEP, MGC129910, MGC129911


Hs.446352
NM_004448
ERBB2
V-erb-b2 erythroblastic leukemia
CD340, HER-2, HER-2, neu,





viral oncogene homolog 2,
HER2, MLN 19, NEU, NGL,





neuro/glioblastoma derived
TKR1





oncogene homolog (avian)


Hs.118681
NM_001982
ERBB3
V-erb-b2 erythroblastic leukemia
ErbB-3, HER3, LCCS2, MDA-





viral oncogene homolog 3 (avian)
BF-1, MGC88033, c-erbB-3, c-






erbB3, erbB3-S, p180-ErbB3,






p45-sErbB3, p85-sErbB3


Hs.390729
NM_005235
ERBB4
V-erb-a erythroblastic leukemia viral
HER4, MGC138404, p180erbB4





oncogene homolog 4 (avian)


Hs.221472
NM_005246
FER
Fer (fps/fes related) tyrosine kinase
TYK3


Hs.7636
NM_002005
FES
Feline sarcoma oncogene
FPS


Hs.264887
NM_015850
FGFR1
Fibroblast growth factor receptor 1
BFGFR, CD331, CEK, FGFBR,






FGFR-1, FLG, FLJ99988, FLT-






2, FLT2, HBGFR, KAL2, N-






SAM, OGD, bFGF-R-1


Hs.533683
NM_000141
FGFR2
Fibroblast growth factor receptor 2
BEK, BFR-1, CD332, CEK3,






CFD1, ECT1, FLJ98662, JWS,






K-SAM, KGFR, TK14, TK25


Hs.1420
NM_000142
FGFR3
Fibroblast growth factor receptor 3
ACH, CD333, CEK2,






HSFGFR3EX, JTK4


Hs.165950
NM_002011
FGFR4
Fibroblast growth factor receptor 4
CD334, JTK2, MGC20292, TKF


Hs.1422
NM_005248
FGR
Gardner-Rasheed feline sarcoma
FLJ43153, MGC75096, SRC2, c-





viral (v-fgr) oncogene homolog
fgr, c-src2, p55-Fgr, p55c-fgr,






p58c-fgr


Hs.654360
NM_002019
FLT1
Fms-related tyrosine kinase 1
FLT, VEGFR1





(vascular endothelial growth





factor/vascular permeability factor





receptor)


Hs.507590
NM_004119
FLT3
Fms-related tyrosine kinase 3
CD135, FLK2, STK1


Hs.646917
NM_002020
FLT4
Fms-related tyrosine kinase 4
FLT41, LMPH1A, PCL,






VEGFR3


Hs.89426
NM_002031
FRK
Fyn-related kinase
GTK, PTK5, RAK


Hs.390567
NM_002037
FYN
FYN oncogene related to SRC, FGR,
MGC45350, SLK, SYN





YES


Hs.655210
NM_002110
HCK
Hemopoietic cell kinase
JTK9


Hs.643120
NM_000875
IGF1R
Insulin-like growth factor 1 receptor
CD221, IGFIR, IGFR, JTK13,






MGC142170, MGC142172,






MGC18216


Hs.487062
NM_000876
IGF2R
Insulin-like growth factor 2 receptor
CD222, CIMPR, M6P-R, MPR1,






MPRI


Hs.465744
NM_000208
INSR
Insulin receptor
CD220, HHF5


Hs.248138
NM_014215
INSRR
Insulin receptor-related receptor
IRR


Hs.558348
NM_005546
ITK
IL2-inducible T-cell kinase
EMT, LYK, MGC126257,






MGC126258, PSCTK2


Hs.207538
NM_002227
JAK1
Janus kinase 1
JAK1A, JAK1B, JTK3


Hs.656213
NM_004972
JAK2
Janus kinase 2
JTK10


Hs.515247
NM_000215
JAK3
Janus kinase 3
JAK-3, JAK3_HUMAN, JAKL,






L-JAK, LJAK


Hs.479756
NM_002253
KDR
Kinase insert domain receptor (a
CD309, FLK1, VEGFR,





type III receptor tyrosine kinase)
VEGFR2


Hs.479754
NM_000222
KIT
V-kit Hardy-Zuckerman 4 feline
C-Kit, CD117, PBT, SCFR





sarcoma viral oncogene homolog


Hs.470627
NM_005356
LCK
Lymphocyte-specific protein
LSK, YT16, p56lck, pp58lck





tyrosine kinase


Hs.434481
NM_002344
LTK
Leukocyte receptor tyrosine kinase
TYK1


Hs.699154
NM_002350
LYN
V-yes-1 Yamaguchi sarcoma viral
FLJ26625, JTK8





related oncogene homolog


Hs.631845
NM_002378
MATK
Megakaryocyte-associated tyrosine
CHK, CTK, DKFZp434N1212,





kinase
HHYLTK, HYL, HYLTK, Lsk,






MGC1708, MGC2101


Hs.306178
NM_006343
MERTK
C-mer proto-oncogene tyrosine
MER, MGC133349, RP38, c-mer





kinase


Hs.132966
NM_000245
MET
Met proto-oncogene (hepatocyte
AUTS9, HGFR, RCCP2, c-Met





growth factor receptor)


Hs.517973
NM_002447
MST1R
Macrophage stimulating 1 receptor
CD136, CDw136, PTK8, RON





(c-met-related tyrosine kinase)


Hs.521653
NM_005592
MUSK
Muscle, skeletal, receptor tyrosine
MGC126323, MGC126324





kinase


Hs.406293
NM_002529
NTRK1
Neurotrophic tyrosine kinase,
DKFZp781I14186, MTC, TRK,





receptor, type 1
TRK1, TRKA, Trk-A, p140-






TrkA


Hs.494312
NM_006180
NTRK2
Neurotrophic tyrosine kinase,
GP145-TrkB, TRKB





receptor, type 2


Hs.410969
NM_002530
NTRK3
Neurotrophic tyrosine kinase,
TRKC, gp145(trkC)





receptor, type 3


Hs.74615
NM_006206
PDGFRA
Platelet-derived growth factor
CD140A, MGC74795, PDGFR2,





receptor, alpha polypeptide
RHEPDGFRA


Hs.509067
NM_002609
PDGFRB
Platelet-derived growth factor
CD140B, JTK12, PDGFR,





receptor, beta polypeptide
PDGFR1


Hs.395482
NM_005607
PTK2
PTK2 protein tyrosine kinase 2
FADK, FAK, FAK1, FRNK,






pp125FAK


Hs.491322
NM_004103
PTK2B
PTK2B protein tyrosine kinase 2
CADTK, CAKB, FADK2,





beta
FAK2, PKB, PTK, PYK2,






RAFTK


Hs.51133
NM_005975
PTK6
PTK6 protein tyrosine kinase 6
BRK, FLJ42088


Hs.90572
NM_002821
PTK7
PTK7 protein tyrosine kinase 7
CCK4


Hs.350321
NM_020630
RET
Ret proto-oncogene
CDHF12, CDHR16, HSCR1,






MEN2A, MEN2B, MTC1, PTC,






RET-ELE1, RET51


Hs.654491
NM_005012
ROR1
Receptor tyrosine kinase-like orphan
MGC99659, NTRKR1,





receptor 1
dJ537F10.1


Hs.98255
NM_004560
ROR2
Receptor tyrosine kinase-like orphan
BDB, BDB1, MGC163394,





receptor 2
NTRKR2


Hs.1041
NM_002944
ROS1
C-ros oncogene 1, receptor tyrosine
MCF3, ROS, c-ros-1





kinase


Hs.654562
NM_002958
RYK
RYK receptor-like tyrosine kinase
D3S3195, JTK5, JTK5A, RYK1


Hs.195659
NM_005417
SRC
V-src sarcoma (Schmidt-Ruppin A-
ASV, SRC1, c-SRC, p60-Src





2) viral oncogene homolog (avian)


Hs.411061
NM_080823
SRMS
Src-related kinase lacking C-terminal
C20orf148, SRM, dJ697K14.1





regulatory tyrosine and N-terminal





myristylation sites


Hs.371720
NM_003177
SYK
Spleen tyrosine kinase
DKFZp313N1010, FLJ25043,






FLJ37489


Hs.479670
NM_003215
TEC
Tec protein tyrosine kinase
MGC126760, MGC126762,






PSCTK4


Hs.89640
NM_000459
TEK
TEK tyrosine kinase, endothelial
CD202B, TIE-2, TIE2, VMCM,






VMCM1


Hs.78824
NM_005424
TIE1
Tyrosine kinase with
JTK14, TIE





immunoglobulin-like and EGF-like





domains 1


Hs.203420
NM_003985
TNK1
Tyrosine kinase, non-receptor, 1
MGC46193


Hs.518513
NM_005781
TNK2
Tyrosine kinase, non-receptor, 2
ACK, ACK1, FLJ44758,






FLJ45547, p21cdc42Hs


Hs.479669
NM_003328
TXK
TXK tyrosine kinase
BTKL, MGC22473, PSCTK5,






PTK4, RLK, TKL


Hs.75516
NM_003331
TYK2
Tyrosine kinase 2
JTK1


Hs.381282
NM_006293
TYRO3
TYRO3 protein tyrosine kinase
BYK, Dtk, FLJ16467, RSE, Sky,






Tif


Hs.194148
NM_005433
YES1
V-yes-1 Yamaguchi sarcoma viral
HsT441, P61-YES, Yes, c-yes





oncogene homolog 1


Hs.234569
NM_001079
ZAP70
Zeta-chain (TCR) associated protein
FLJ17670, FLJ17679, SRK,





kinase 70 kDa
STD, TZK, ZAP-70
















TABLE 28







List of cancer drug targets investigated for abnormal expression











Unigene
GeneBank
Symbol
Description
Gene Name





Hs.709181
NM_004996
ABCC1
ATP-binding cassette, sub-family
ABC29, ABCC,





C (CFTR/MRP), member 1
DKFZp686N04233,






DKFZp781G125, GS-X, MRP,






MRP1


Hs.525622
NM_005163
AKT1
V-akt murine thymoma viral
AKT, MGC99656, PKB, PKB-





oncogene homolog 1
ALPHA, PRKBA, RAC, RAC-






ALPHA


Hs.631535
NM_001626
AKT2
V-akt murine thymoma viral
PKBB, PKBBETA, PRKBB,





oncogene homolog 2
RAC-BETA


Hs.592510
NM_001880
ATF2
Activating transcription factor 2
CRE-BP1, CREB2, HB16,






MGC111558, TREB7


Hs.250822
NM_003600
AURKA
Aurora kinase A
AIK, ARK1, AURA,






AURORA2, BTAK,






MGC34538, STK15, STK6,






STK7


Hs.442658
NM_004217
AURKB
Aurora kinase B
AIK2, AIM-1, AIM1, ARK2,






AurB, IPL1, STK12, STK5,






aurkb-sv1, aurkb-sv2


Hs.98338
NM_003160
AURKC
Aurora kinase C
AIE2, AIK3, ARK3, AurC,






STK13, aurora-C


Hs.150749
NM_000633
BCL2
B-cell CLL/lymphoma 2
Bcl-2


Hs.728893
NM_001168
BIRC5
Baculoviral IAP repeat
API4, EPR-1





containing 5


Hs.437705
NM_001789
CDC25A
Cell division cycle 25 homolog A
CDC25A2





(S. pombe)


Hs.334562
NM_001786
CDK1
Cyclin-dependent kinase 1
CDC2, CDC28A,






DKFZp686L20222,






MGC111195, P34CDC2


Hs.19192
NM_001798
CDK2
Cyclin-dependent kinase 2
p33(CDK2)


Hs.95577
NM_000075
CDK4
Cyclin-dependent kinase 4
CMM3, MGC14458, PSK-J3


Hs.647078
NM_004935
CDK5
Cyclin-dependent kinase 5
PSSALRE


Hs.184298
NM_001799
CDK7
Cyclin-dependent kinase 7
CAK1, CDKN7, MO15, STK1,






p39MO15


Hs.382306
NM_001260
CDK8
Cyclin-dependent kinase 8
K35, MGC126074,






MGC126075


Hs.150423
NM_001261
CDK9
Cyclin-dependent kinase 9
C-2k, CDC2L4, CTK1,






PITALRE, TAK


Hs.520898
NM_001908
CTSB
Cathepsin B
APPS, CPSB


Hs.121575
NM_001909
CTSD
Cathepsin D
CLN10, CPSD, MGC2311


Hs.716407
NM_001912
CTSL1
Cathepsin L1
CATL, CTSL, FLJ31037, MEP


Hs.181301
NM_004079
CTSS
Cathepsin S
FLJ50259, MGC3886


Hs.488293
NM_005228
EGFR
Epidermal growth factor receptor
ERBB, ERBB1, HER1, PIG61,






mENA


Hs.446352
NM_004448
ERBB2
V-erb-b2 erythroblastic leukemia
CD340, HER-2, HER-2, neu,





viral oncogene homolog 2,
HER2, MLN 19, NEU, NGL,





neuro/glioblastoma derived
TKR1





oncogene homolog (avian)


Hs.118681
NM_001982
ERBB3
V-erb-b2 erythroblastic leukemia
ErbB-3, HER3, LCCS2, MDA-





viral oncogene homolog 3 (avian)
BF-1, MGC88033, c-erbB-3, c-






erbB3, erbB3-S, p180-ErbB3,






p45-sErbB3, p85-sErbB3


Hs.390729
NM_005235
ERBB4
V-erb-a erythroblastic leukemia
HER4, MGC138404,





viral oncogene homolog 4 (avian)
p180erbB4


Hs.208124
NM_000125
ESR1
Estrogen receptor 1
DKFZp686N23123, ER, ESR,






ESRA, Era, NR3A1


Hs.729020
NM_001437
ESR2
Estrogen receptor 2 (ER beta)
ER-beta, ESR-RETA, ESRB,






ESTRB, Erb, NR3A2


Hs.11392
NM_004469
FIGF
C-fos induced growth factor
VEGF-D, VEGFD





(vascular endothelial growth





factor D)


Hs.654360
NM_002019
FLT1
Fms-related tyrosine kinase 1
FLT, VEGFR1





(vascular endothelial growth





factor/vascular permeability





factor receptor)


Hs.646917
NM_002020
FLT4
Fms-related tyrosine kinase 4
FLT41, LMPH1A, PCL,






VEGFR3


Hs.444356
NM_002086
GRB2
Growth factor receptor-bound
ASH, EGFRBP-GRB2, Grb3-3,





protein 2
MST084, MSTP084, NCKAP2


Hs.523836
NM_000852
GSTP1
Glutathione S-transferase pi 1
DFN7, FAEES3, GST3, GSTP,






PI


Hs.88556
NM_004964
HDAC1
Histone deacetylase 1
DKFZp686H12203, GON-10,






HD1, RPD3, RPD3L1


Hs.404802
NM_024827
HDAC11
Histone deacetylase 11
FLJ22237, HD11


Hs.3352
NM_001527
HDAC2
Histone deacetylase 2
HD2, RPD3, YAF1


Hs.519632
NM_003883
HDAC3
Histone deacetylase 3
HD3, RPD3, RPD3-2


Hs.20516
NM_006037
HDAC4
Histone deacetylase 4
AHO3, BDMR, HA6116, HD4,






HDAC-A, HDACA,






KIAA0288


Hs.6764
NM_006044
HDAC6
Histone deacetylase 6
FLJ16239, HD6


Hs.200063
NM_001098416
HDAC7
Histone deacetylase 7
DKFZp586J0917, FLJ99588






HD7A, HDAC7A


Hs.310536
NM_018486
HDAC8
Histone deacetylase 8
HD8, HDACL1, RPD3


Hs.597216
NM_001530
HIF1A
Hypoxia inducible factor 1, alpha
HIF-1alpha, HIF1, HIF1-





subunit (basic helix-loop-helix
ALPHA, MOP1, PASD8,





transcription factor)
bHLHe78


Hs.37003
NM_005343
HRAS
V-Ha-ras Harvey rat sarcoma
C-BAS, HAS, C-H-RAS, C-





viral oncogene homolog
HA-RAS1, CTLO, H-RASIDX,






HAMSV, HRAS1, K-RAS, N-






RAS, RASH1


Hs.525600
NM_001017963
HSP90AA1
Heat shock protein 90 kDa alpha
FLJ31884, HSP86, HSP89A,





(cytosolic), class A member 1
HSP90A, HSP90N, HSPC1,






HSPCA, HSPCAL1,






HSPCAL4, HSPN, Hsp89,






Hsp90, LAP2


Hs.192374
NM_003299
HSP90B1
Heat shock protein 90 kDa beta
ECGP, GP96, GRP94, TRA1





(Grp94), member 1


Hs.160562
NM_000618
IGF1
Insulin-like growth factor 1
IGF-I, IGF1A, IGFI





(somatomedin C)


Hs.643120
NM_000875
IGF1R
Insulin-like growth factor 1
CD22I, IGFIR, IGFR, JTK13,





receptor
MGC142170, MGC142172,






MGC18216


Hs.523414
NM_000612
IGF2
Insulin-like growth factor 2
C11orf43, FLJ22066,





(somatomedin A)
FLJ44734, IGF-II, PP9974


Hs.521181
NM_001098629
IRF5
Interferon regulatory factor 5
SLEB10


Hs.479756
NM_002253
KDR
Kinase insert domain receptor (a
CD309, FLK1, VEGFR,





type III receptor tyrosine kinase)
VEGFR2


Hs.479754
NM_000222
KIT
V-kit Hardy-Zuckerman 4 feline
C-Kit, CD117, PBT, SCFR





sarcoma viral oncogene homolog


Hs.505033
NM_004985
KRAS
V-Ki-ras2 Kirsten rat sarcoma
C-K-RAS, K-RAS2A, K-





viral oncogene homolog
RAS2B, K-RAS4A, K-RAS4B,






KI-RAS, KRAS1, KRAS2, NS,






NS3, RASK2


Hs.484551
NM_002392
MDM2
Mdm2 p53 binding protein
HDMX, MGC5370,





homolog (mouse)
MGC71221, hdm2


Hs.497492
NM_002393
MDM4
Mdm4 p53 binding protein
DKFZp781B1423, HDMX,





homolog (mouse)
MDMX, MGC132766, MRP1


Hs.338207
NM_004958
MTOR
Mechanistic target of rapamycin
FLJ44809, FRAP, FRAP1,





(serine/threonine kinase)
FRAP2, RAFT1, RAPT1


Hs.654408
NM_003998
NFKB1
Nuclear factor of kappa light
DKFZp686C01211, EBP-1,





polypeptide gene enhancer in B-
KBF1, MGC54151, NF-kappa-





cells 1
B, NF-kappaB, NFKB-p105,






NFKB-p50, NFkappaB, p105,






p50


Hs.486502
NM_002524
NRAS
Neuroblastoma RAS viral (v-ras)
ALPS4, N-ras, NRAS1, NS6





oncogene homolog


Hs.158336
NM_006181
NTN3
Netrin 3
NTN2L


Hs.177766
NM_001618
PARP1
Poly (ADP-ribose) polymerase 1
ADPRT, ADPRT1, ADPRT1,






PARP, PARP-1, PPOL,






pADPRT-1


Hs.409412
NM_005484
PARP2
Poly (ADP-ribose) polymerase 2
ADPRT2, ADPRTL2,






ADPRTL3, PARP-2, pADPRT-2


Hs.718412
NM_006437
PARP4
Poly (ADP-ribose) polymerase
ADPRTL1, PARP-4, PARPL,





family, member 4
PH5P, VAULT3, VPARP,






VWA5C, p193


Hs.74615
NM_006206
PDGFRA
Platelet-derived growth factor
CD140A, MGC74795,





receptor, alpha polypeptide
PDGFR2, RHEPDGFRA


Hs.509067
NM_002609
PDGFRB
Platelet-derived growth factor
CD140B, JTK12, PDGFR,





receptor, beta polypeptide
PDGFR1


Hs.32405
NM_000926
PGR
Progesterone receptor
NR3C3, PR


Hs.175343
NM_002645
PIK3C2A
Phosphoinositide-3-kinase, class
CPK, DKFZp686L193,





2, alpha polypeptide
MGC142218, PI3-K-






C2(ALPHA), PI3-K-C2A


Hs.464971
NM_002647
PIK3C3
Phosphoinositide-3-kinase class 3
MGC61518, VPS34, hVps34


Hs.553498
NM_006218
PIK3CA
Phosphoinositide-3-kinase,
MGC142161, MGC142163,





catalytic, alpha polypeptide
PI3K, p110-alpha


Hs.592049
NM_005030
PLK1
Polo-like kinase 1
PLK, STPK13


Hs.398157
NM_006622
PLK2
Polo-like kinase 2
SNK


Hs.632415
NM_004073
PLK3
Polo-like kinase 3
CNK, FNK, PRK


Hs.172052
NM_014264
PLK4
Polo-like kinase 4
SAK, STK18


Hs.531704
NM_002737
PRKCA
Protein kinase C, alpha
AAG6, MGC129900,






MGC129901, PKC-alpha,






PKCA, PRKACA


Hs.460355
NM_002738
PRKCB
Protein kinase C, beta
MGC41878, PKC-beta, PKCB,






PRKCB1, PRKCB2


Hs.155342
NM_006254
PRKCD
Protein kinase C, delta
MAY1, MGC49908, PKCD,






nPKC-delta


Hs.580351
NM_005400
PRKCE
Protein kinase C, epsilon
MGC125656, MGC125657,






PKCE, nPKC-epsilon


Hs.196384
NM_000963
PTGS2
Prostaglandin-endoperoxide
COX-2, COX2, GRIPGHS,





synthase 2 (prostaglandin G/H
PGG, HS, PGHS-2, PHS-2,





synthase and cyclooxygenase)
hCox-2


Hs.247077
NM_001664
RHOA
Ras homolog gene family,
ARH12, ARHA, RHO12,





member A
RHOH12


Hs.502876
NM_004040
RHOB
Ras homolog gene family,
ARH6, ARHB, MST081,





member B
MSTP081, RHOH6


Hs.492203
NM_198253
TERT
Telomerase reverse transcriptase
EST2, TCS1, TP2, TRT,






hEST2, hTRT


Hs.370267
NM_003747
TNKS
Tankyrase, TRF1-interacting
PARP-5a, PARP5A, PARPL,





ankyrin-related ADP-ribose
TIN1, TINF1, TNKS1, pART5





polymerase


Hs.156346
NM_001067
TOP2A
Topoismerase (DNA) II alpha
TOP2, TP2A





170 kDa


Hs.475733
NM_001068
TOP2B
Topoisomerase (DNA) II beta
TOPIIB, top2beta





180 kDa


Hs.654481
NM_000546
TP53
Tumor protein p53
FLJ92943, LFS1, P53, TRP53


Hs.435136
NM_003329
TXN
Thioredoxin
DKFZp686B1993, MGC61975,






TRX, TRX1


Hs.728817
NM_003330
TXNRD1
Thioredoxin reductase 1
GRIM-12, MGC9145, TR,






TR1, TRXR1, TXNR









As a result of the image analysis performed after the hybridization and washing, it was confirmed that the hybridization had been performed without any problems. The images and digital data analyzed by Feature Extraction Software after the hybridization were stored on the storage media.


In this analysis, the normalized value of the digital data for the hybridization of a test cell (induced malignant stem cell) sample was divided by the normalized value from the digital data for the hybridization of a control cell sample and the quotient was used as a measure of variation in expression. Probes for which the quotients deviated from 1 (i.e., log21=0) were considered to indicate a variation in expression; those showing quotients greater than 2 (log22=1) or smaller than 0.5 (log20.5=−1) were selected. For each of the comparisons shown below, the genes shown in the tyrosine kinase list and those shown in the cancer drug targets list were analyzed to make respective lists of the genes showing quotients greater than 2 (log22=1) or smaller than 0.5 (log20.5=−1), as compared with the quotient for the control (taken as 1). The analysis was performed using GeneSpring 12.1.


The results are shown in Table 29. The Normalized column represents a variation in expression in logarithmic values.









TABLE 29







List of tyrosine kinases that exhibited change in mRNA expression












Gene-
Genbank-




ProbeName
Symbol
Accession
Chrom
Normalized










[gc2_1] vs [Nfb2_17]











A_23_P110253
KIT
NM_000222
chr4
1.1215057


A_23_P26810
TP53
NM_000546
chr17
1.8496804


A_23_P352266
BCL2
NM_000633
chr18
1.2866602


A_24_P367289
DDR1
NM_013994
chr6
1.1509409


A_23_P150609
IGF2
NM_001007139
chr11
4.350153


A_23_P39682
ZAP70
NM_001079
chr2
3.6025705


A_23_P160234
ZAP70
NM_001079
chr2
2.661715


A_23_P200067
EPHB2
NM_004442
chr1
1.0295329


A_23_P349416
ERBB3
NM_001982
chr12
1.1306019


A_23_P50678
MATK
NM_139354
chr19
1.8611522


A_23_P9255
SYK
NM_003177
chr9
−1.738316


A_23_P147431
LYN
NM_002350
chr8
−1.00478


A_24_P359859
HDAC4
NM_006037
chr2
−1.224655


A_24_P308096
JAK3
NM_000215
chr19
−1.139309







[gc2_5] vs [Nfb2_17]











A_23_P26810
TP53
NM_000546
chr17
2.0851178


A_24_P367289
DDR1
NM_013994
chr6
1.2263508


A_23_P150609
IGF2
NM_001007139
chr11
3.0662441


A_23_P103932
FGR
NM_005248
chr1
1.545176


A_23_P349416
ERBB3
NM_001982
chr12
1.0128937


A_23_P50678
MATK
NM_139354
chr19
2.065824


A_23_P9255
SYK
NM_003177
chr9
−1.597535


A_23_P398566
NR4A3
NM_173198
chr9
−1.014949


A_32_P377880
GDNF

chr5
−1.032389


A_23_P30254
PLK2
NM_006622
chr5
−1.331514


A_24_P359859
HDAC4
NM_006037
chr2
−1.107391


A_23_P300033
PDGFRA
NM_006206
chr4
−1.075276


A_23_P4764
INSR
NM_000208
chr19
−1.041312


A_24_P308096
JAK3
NM_000215
chr19
−1.078475







[gc2_10] vs [Nfb2_17]











A_23_P110253
KIT
NM_000222
chr4
1.2368736


A_23_P26810
TP53
NM_000546
chr17
2.148375


A_23_P110851
TERT
NM_198253
chr5
1.0629959


A_23_P352266
BCL2
NM_000633
chr18
1.1217065


A_24_P367289
DDR1
NM_013994
chr6
1.2499332


A_23_P150609
IGF2
NM_001007139
chr11
3.9652386


A_24_P59667
JAK3
BC028068
chr19
1.0839491


A_23_P103932
PGR
NM_005248
chr1
2.0364814


A_23_P349416
ERBB3
NM_001982
chr12
1.0935488


A_23_P50678
MATK
NM_139354
chr19
2.613666


A_23_P9255
SYK
NM_003177
chr9
−1.854024


A_23_P398566
NR4A3
NM_173198
chr9
−1.35792


A_23_p98183
HRAS
NM_005343
chr11
−1.118774


A_24_P281101
ABL1
NM_005157
chr9
−1.076638


A_32_P377880
GDNF

chr5
−1.731892


A_32_P183765
ERBB4
NM_005235
chr2
−1.81109


A_24_P359859
HDAC4
NM_006037
chr2
−1.097812


A_23_P300033
PDGFRA
NM_006206
chr4
−1.736645


A_24_P308096
JAK3
NM_000215
chr19
−1.214444







[cc1_1] vs [Nfb2_17]











A_23_P398566
NR4A3
NM_173198
chr9
1.5130844


A_23_P352266
BCL2
NM_000633
chr18
1.08148


A_23_P150609
IGF2
NM_001007139
chr11
1.5628881


A_24_P410605
ROR1
BC080541
chr1
1.2041416


A_23_P30254
PLK2
NM_006622
chr5
1.1082869


A_23_P103932
FGR
NM_005248
chr1
1.6589236


A_23_P349416
ERBB3
NM_001982
chr12
1.2875051


A_23_P50678
MATK
NM_139354
chr19
2.2917066


A_23_P9255
SYK
NM_003177
chr9
−1.062065


A_32_P100379
PDGFRA
AA599881
chr4
−1.001573


A_23_P202245
RET
NM_020975
chr10
−1.13012


A_24_P246467
ATF2
NM_001880
chr2
−1.022381


A_24_P71973
KDR
NM_002253
chr4
−1.186252


A_24_P419239
EPHA8
NM_001006943
chr1
−1.148476


A_23_P208132
BCL2
M13995
chr18
−1.259025


A_24_P916496
PRKCA
NM_002737
chr17
−1.381505


A_32_P183765
ERBB4
NM_005235
chr2
−1.128573


A_24_P274219
EPHA4
NM_004438
chr2
−1.453237


A_32_P144342
PARP4
NM_006437
chr13
−1.067832


A_23_P95060
EPHB3
NM_004443
chr3
−1.409284


A_24_P359859
HDAC4
NM_006037
chr2
−1.657354


A_23_P4764
INSR
NM_000208
chr19
−1.199753


A_23_P119899
EPHA4
NM_004438
chr2
−1.270102


A_23_P108501
EPHA4
NM_004438
chr2
−1.791599


A_24_P308096
JAK3
NM_000215
chr19
−1.053361







[cc4_c] vs [Nfb2_17]











A_23_P149281
EPHA2
NM_004431
chr1
1.7232876


A_23_P359245
MET
NM_000245
chr7
3.9879103


A_23_P9255
SYK
NM_003177
chr9
3.422285


A_23_P308603
SRC
NM_005417
chr20
1.2612085


A_23_P30024
NFKB1
NM_003998
chr4
1.2639065


A_23_P61633
TNK2
NM_005781
chr3
1.9869528


A_23_P144054
PRKCD
NM_006254
chr3
1.6901083


A_24_P410678
JAK1
NM_002227
chr1
1.9977531


A_23_P215790
EGFR
NM_005228
chr7
2.4525843


A_24_P367289
DDR1
NM_013994
chr6
1.272727


A_23_P212830
FGFR3
NM_000142
chr4
1.7352262


A_23_P213114
TEC
NM_003215
chr4
1.409246


A_23_P117175
PARP4
NM_006437
chr13
1.0518188


A_24_P303770
CTSB
NM_147780
chr8
3.4885387


A_23_P97005
JAK1
NM_002227
chr1
2.184863


A_23_P95060
EPHB3
NM_004443
chr3
1.5370007


A_23_P52556
CTSD
NM_001909
chr11
2.0220432


A_23_P153311
TYK2
NM_003331
chr19
1.779275


A_23_P26124
RORA
NM_134260
chr15
2.7408571


A_23_P256312
MST1R
NM_002447
chr3
5.284766


A_23_P200067
EPHB2
NM_004442
chr1
3.5468144


A_23_P215944
CTSB
NM_147780
chr8
3.0934038


A_23_P155360
HDAC11
NM_024827
chr3
2.316156


A_23_P349416
ERBB3
NM_001982
chr12
2.6570024


A_23_P152024
CSK
NM_004383
chr15
1.1600018


A_24_P397928
CTSB
NM_147780
chr8
3.8767343


A_23_P202334
FGFR2
NM_022970
chr10
−2.5042696


A_24_P397107
CDC25A
NM_001789
chr3
−2.0764656


A_23_P72050
PTK2
NM_153831
chr8
−1.0391893


A_23_P103361
LCK
NM_005356
chr1
−5.5401087


A_24_P56388
HIF1A
NM_181054
chr14
−1.9960356


A_23_P94533
CTSL1
NM_001912
chr9
−4.4751987


A_23_P114783
PARP1
NM_001618
chr1
−1.9163618


A_24_P205137
HDAC6
BC011498
chrX
−1.2546759


A_23_P209879
ATF2
AK128731
chr2
−1.1258135


A_23_P110851
TERT
NM_198253
chr5
−4.7348857


A_24_P246467
ATF2
NM_001880
chr2
−1.1050744


A_23_P145935
EPHB6
NM_004445
chr7
−2.3128839


A_23_P118815
BIRC5
NM_001012271
chr17
−1.1888933


A_23_P150609
IGF2
NM_001007139
chr11
−3.3835301


A_24_P916496
PRKCA
NM_002737
chr17
−1.6827946


A_23_P60180
ABL1
NM_005157
chr9
−1.2428389


A_24_P274219
EPHA4
NM_004438
chr2
−1.7993469


A_23_P417282
IGF1R
NM_000875
chr15
−3.9472814


A_23_P24997
CDK4
NM_000075
chr12
−1.1817236


A_23_P300033
PDGFRA
NM_006206
chr4
−1.8508711


A_23_P119899
EPHA4
NM_004438
chr2
−1.5421052


A_23_P155969
PLK4
NM_014264
chr4
−1.1462336


A_24_P206624
FGFR2
NM_022970
chr10
−1.5162249


A_23_P157333
EPHA1
NM_005232
chr7
−1.1080103


A_23_P130182
AURKB
NM_004217
chr17
−1.3989334


A_23_P122304
HDAC2
NM_001527
chr6
−1.3593063


A_23_P208389
AXL
NM_021913
chr19
−4.377584







[cc4_d] vs [Nfb2_17]











A_23_P149281
EPHA2
NM_004431
chr1
1.1973152


A_23_P123608
JAK2
NM_004972
chr9
1.1758513


A_23_P359245
MET
NM_000245
chr7
3.1477613


A_23_P9255
SYK
NM_003177
chr9
3.8926134


A_23_P308603
SRC
NM_005417
chr20
1.102274


A_23_P30024
NFKB1
NM_003998
chr4
1.6260166


A_23_P61633
TNK2
NM_005781
chr3
1.7674026


A_23_P144054
PRKCD
NM_006254
chr3
1.3304882


A_24_P410678
JAK1
NM_002227
chr1
2.264883


A_23_P215790
EGFR
NM_005228
chr7
1.4954863


A_23_P39682
ZAP70
NM_001079
chr2
2.68653


A_23_P212830
FGFR3
NM_000142
chr4
1.5743127


A_23_P213114
TEC
NM_003215
chr4
1.0232491


A_23_P117175
PARP4
NM_006437
chr13
1.1623564


A_24_P169234
ZAP70
NM_001079
chr2
2.2829566


A_24_P303770
CTSB
NM_147780
chr8
3.775197


A_23_P97005
JAK1
NM_002227
chr1
1.905427


A_23_P95060
EPHB3
NM_004443
chr3
1.2916594


A_23_P52556
CTSD
NM_001909
chr11
2.415269


A_23_P156953
IGF2R
NM_000876
chr6
1.0904293


A_23_P153311
TYK2
NM_003331
chr19
1.5666256


A_23_P256312
MST1R
NM_002447
chr3
5.0612764


A_23_P500501
FGFR3
NM_000142
chr4
1.2674742


A_23_P200067
EPHB2
NM_004442
chr1
3.541532


A_23_P215944
CTSB
NM_147780
chr8
3.5871096


A_23_P155360
HDAC11
NM_024827
chr3
2.0750299


A_23_P349416
ERBB3
NM_001982
chr12
2.7191648


A_23_P152024
CSK
NM_004383
chr15
1.2959967


A_24_P397928
CTSB
NM_147780
chr8
4.4394937


A_23_P110253
KIT
NM_000222
chr4
−2.6171603


A_23_P202334
FGFR2
NM_022970
chr10
−3.698885


A_24_P397107
CDC25A
NM_001789
chr3
−1.698369


A_23_P147431
LYN
NM_002350
chr8
−1.0074892


A_32_P100379
PDGFRA
AA599881
chr4
−1.9433503


A_23_P103361
LCK
NM_005356
chr1
−4.153756


A_24_P56388
HIF1A
NM_181054
chr14
−2.1315765


A_23_P94533
CTSL1
NM_001912
chr9
−4.598218


A_24_P313504
PLK1
NM_005030
chr16
−1.0595436


A_23_P114783
PARP1
NM_001618
chr1
−1.6551466


A_24_P205137
HDAC6
BC011498
chrX
−1.5821996


A_23_P209879
ATF2
AK128731
chr2
−1.3147001


A_23_P110851
TERT
NM_198253
chr5
−4.4801784


A_24_P246467
ATF2
NM_001880
chr2
−1.2144108


A_23_P208132
BCL2
M13995
chr18
−1.3138638


A_23_P164507
YES1
NM_005433
chr18
−1.6291232


A_23_P502142
FYN
NM_002037
chr6
−1.1607904


A_24_P281101
ABL1
NM_005157
chr9
−1.5211582


A_23_P500271
IRF5
NM_002200
chr7
−1.5505834


A_23_P145935
EPHB6
NM_004445
chr7
−2.4464698


A_23_P118815
BIRC5
NM_001012271
chr17
−1.2690687


A_23_P150609
IGF2
NM_001007139
chr11
−1.746458


A_24_P916496
PRKCA
NM_002737
chr17
−1.0500383


A_23_P163027
PARP2
NM_005484
chr14
−1.1376743


A_23_P301304
FGFR1
NM_023110
chr8
−8.119717


A_32_P183765
ERBB4
NM_005235
chr2
−6.158379


A_23_P121423
CDC25A
NM_001789
chr3
−1.4154968


A_23_P14769
FES
NM_002005
chr15
−3.5244155


A_23_P118834
TOP2A
NM_001067
chr17
−1.0636063


A_24_P274219
EPHA4
NM_004438
chr2
−2.3304243


A_24_P128145
ATF2
NM_001880
chr2
−1.4385839


A_23_P63190
NRAS
NM_002524
chr1
−1.0414906


A_23_P417282
IGF1R
NM_000875
chr15
−6.7087193


A_24_P59667
JAK3
BC028068
chr19
−4.943627


A_23_P103932
FGR
NM_005248
chr1
−1.1052666


A_23_P300033
PDGFRA
NM_006206
chr4
−2.3364549


A_23_P119899
EPHA4
NM_004438
chr2
−1.9351697


A_23_P155969
PLK4
NM_014264
chr4
−1.4981489


A_24_P206624
FGFR2
NM_022970
chr10
−3.0886965


A_24_P320545
PTK7
NM_002821
chr6
−2.7910752


A_24_P4171
FGFR1
NM_023111
chr8
−3.8551974


A_23_P108501
EPHA4
NM_004438
chr2
−1.8843508


A_23_P168443
EPHB4
NM_004444
chr7
−1.0193481


A_23_P92754
FGFR4
NM_213647
chr5
−1.0031805


A_23_P130182
AURKB
NM_004217
chr17
−1.8129711


A_23_P122304
HDAC2
NM_001527
chr6
−1.103261


A_24_P383478
ESR1
NM_000125
chr6
−1.1072159


A_23_P208389
AXL
NM_021913
chr19
−4.4775496


A_23_P20927
TNKS
NM_003747
chr8
−1.1630383
















TABLE 30







List of cancer drug targets that exhibited change


in mRNA expression












Gene-
Genbank-




ProbeName
Symbol
Accession
Chrom
Normalized










[gc2_1] vs [Nfb2_17]











A_23_P110253
KIT
NM_00022
chr4
1.1215057


A_23_P26810
TP53
NM_000546
chr17
1.8496804


A_23_P352266
BCL2
NM_000633
chr18
1.2866602


A_23_P150609
IGF2
NM_001007139
chr11
4.350153


A_23_P349416
ERBB3
NM_001982
chr12
1.1306019


A_24_P359859
HDAC4
NM_006037
chr2
−1.2246552







[gc2_5] vs [Nfb2_17]











A_23_P26810
TP53
NM_000546
chr17
2.0851178


A_23_P150609
IGF2
NM_001007139
chr11
3.0662441


A_23_P349416
ERBB3
NM_001982
chr12
1.0128937


A_32_P377880
GDNF

chr5
−1.0323887


A_23_P30254
PLK2
NM_006622
chr5
−1.3315144


A_24_P359859
HDAC4
NM_006037
chr2
−1.1073914


A_23_P300033
PDGFRA
NM_006206
chr4
−1.0752759







[gc2_10] vs [Nfb2_17]











A_23_P110253
KIT
NM_000222
chr4
1.2368736


A_23_P26810
TP53
NM_000546
chr17
2.148375


A_23_P110851
TERT
NM_198253
chr5
1.0629959


A_23_P352266
BCL2
NM_000633
chr18
1.1217065


A_23_P150609
IGF2
NM_001007139
chr11
3.9652386


A_23_P349416
ERBB3
NM_001982
chr12
1.0935488


A_23_P98183
HRAS
NM_005343
chr11
−1.1187744


A_32_P377880
GDNF

chr5
−1.7318916


A_32_P183765
ERBB4
NM_005235
chr2
−1.8110895


A_24_P359859
HDAC4
NM_006037
chr2
−1.0978117


A_23_P300033
PDGFRA
NM_006206
chr4
−1.7366452







[cc1_1] vs [Nfb2_17]











A_23_P352266
BCL2
NM_000633
chr18
1.08148


A_23_P150609
IGF2
NM_001007139
chr11
1.5628881


A_23_P30254
PLK2
NM_006622
chr5
1.1082869


A_23_P349416
ERBB3
NM_001982
chr12
1.2875051


A_32_P100379
PDGFRA
AA599881
chr4
−1.0015731


A_24_P246467
ATF2
NM_001880
chr2
−1.0223808


A_24_P71973
KDR
NM_002253
chr4
−1.1862516


A_23_P208132
BCL2
M13995
chr18
−1.2590246


A_24_P916496
PRKCA
NM_002737
chr17
−1.381505


A_32_P183765
ERBB4
NM_005235
chr2
−1.1285734


A_32_P144342
PARP4
NM_006437
chr13
−1.0678315


A_24_P359859
HDAC4
NM_006037
chr2
−1.6573544







[cc4_c] vs [Nfb2_17]











A_23_P30024
NFKB1
NM_003998
chr4
1.2639065


A_23_P144054
PRKCD
NM_006254
chr3
1.6901083


A_23_P215790
EGFR
NM_005228
chr7
2.4525843


A_23_P117175
PARP4
NM_006437
chr13
1.0518188


A_24_P303770
CTSB
NM_147780
chr8
3.4885387


A_23_P52556
CTSD
NM_001909
chr11
2.0220432


A_23_P215944
CTSB
NM_147780
chr8
3.0934038


A_23_P155360
HDAC11
NM_024827
chr3
2.316156


A_23_P349416
ERBB3
NM_001982
chr12
2.6570024


A_24_P397928
CTSB
NM_147780
chr8
3.8767343


A_24_P397107
CDC25A
NM_001789
chr3
−2.0764656


A_24_P56388
HIF1A
NM_181054
chr14
−1.9960356


A_23_P94533
CTSL1
NM_001912
chr9
−4.4751987


A_23_P114783
PARP1
NM_001618
chr1
−1.9163618


A_24_P205137
HDAC6
BC011498
chrX
−1.2546759


A_23_P209879
ATF2
AK128731
chr2
−1.1258135


A_23_P110851
TERT
NM_198253
chr5
−4.7348857


A_24_P246467
ATF2
NM_001880
chr2
−1.1050744


A_23_P118815
BIRC5
NM_001012271
chr17
−1.1888933


A_23_P150609
IGF2
NM_001007139
chr11
−3.3835301


A_24_P916496
PRKCA
NM_002737
chr17
−1.6827946


A_24_P417282
IGF1R
NM_000875
chr15
−3.9472814


A_23_P24997
CDK4
NM_000075
chr12
−1.1817236


A_23_P300033
PDGFRA
NM_006206
chr4
−1.8508711


A_23_P155969
PLK4
NM_014264
chr4
−1.1462336


A_23_P130182
AURKB
NM_004217
chr17
−1.3989334


A_23_P122304
HDAC2
NM_001527
chr6
−1.3593063







[cc4_d] vs [Nfb2_17]











A_23_P30024
NFKB1
NM_003998
chr4
1.6260166


A_23_P144054
PRKCD
NM_006254
chr3
1.3304882


A_23_P215790
EGFR
NM_005228
chr7
1.4954863


A_23_P117175
PARP4
NM_006437
chr13
1.1623564


A_24_P303770
CTSB
NM_147780
chr8
3.775197


A_23_P52556
CTSD
NM_001909
chr11
2.415269


A_23_P215944
CTSB
NM_147780
chr8
3.5871096


A_23_P155360
HDAC11
NM_024827
chr3
2.0750299


A_23_P349416
ERBB3
NM_001982
chr12
2.7191648


A_24_P397928
CTSB
NM_147780
chr8
4.4394937


A_23_P110253
KIT
NM_000222
chr4
−2.6171603


A_24_P397107
CDC25A
NM_001789
chr3
−1.698369


A_32_P100379
PDGFRA
AA599881
chr4
−1.9433503


A_24_P56388
HIF1A
NM_181054
chr14
−2.1315765


A_23_P94533
CTSL1
NM_001912
chr9
−4.598218


A_24_P313504
PLK1
NM_005030
chr16
−1.0595436


A_23_P114783
PARP1
NM_001618
chr1
−1.6551466


A_24_P205137
HDAC6
BC011498
chrX
−1.5821996


A_23_P209879
ATF2
AK128731
chr2
−1.3147001


A_23_P110851
TERT
NM_198253
chr5
−4.4801784


A_24_P246467
ATF2
NM_001880
chr2
−1.2144108


A_23_P208132
BCL2
M13995
chr18
−1.3138638


A_23_P500271
IRF5
NM_002200
chr7
−1.5505834


A_23_P118815
BIRC5
NM_001012271
chr17
−1.2690687


A_23_P150609
IGF2
NM_001007139
chr11
−1.746458


A_24_P916496
PRKCA
NM_002737
chr17
−1.0500383


A_23_P163027
PARP2
NM_005484
chr14
−1.1376743


A_32_P183765
ERBB4
NM_005235
chr2
−6.158379


A_23_P121423
CDC25A
NM_001789
chr3
−1.4154968


A_23_P118834
TOP2A
NM_001067
chr17
−1.0636063


A_24_P128145
ATF2
NM_001880
chr2
−1.4385839


A_23_P63190
NRAS
NM_002524
chr1
−1.0414906


A_23_P417282
IGF1R
NM_000875
chr15
−6.7087193


A_23_P300033
PDGFRA
NM_006206
chr4
−2.3364549


A_23_P155969
PLK4
NM_014264
chr4
−1.4981489


A_23_P130182
AURKB
NM_004217
chr17
−1.8129711


A_23_P122304
HDAC2
NM_001527
chr6
−1.103261


A_24_P383478
ESR1
NM_000125
chr6
−1.1072159


A_23_P20927
TNKS
NM_003747
chr8
−1.1630383









To be specific, analysis was made for abnormal expression of tyrosine kinase genes or cancer drug target genes. The induced malignant stem cells analyzed in this Example can be considered as cells characterized both by abnormal expression of tyrosine kinase genes or cancer drug target genes and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 14
Detection for Abnormal Expression of Endogenous microRNA in Induced Malignant Stem Cells

In this Example, (1)(d) abnormal expression (increased or reduced/lost expression) of non-coding RNAs such as endogenous cancer-related microRNAs in induced malignant stem cells was detected, in comparison with those in induced pluripotent stem cells or induced non-malignant stem cells.


(14-1) Materials


The (1)(d) abnormal expression (increased or reduced/lost expression) of non-coding RNAs such as endogenous cancer-related microRNAs in induced malignant stem cells was detected by genome-widely detecting expression of cancer-related miRNAs.


The following samples were used in the detection for (1)(d) abnormal expression (increased or reduced/lost expression) of non-coding RNAs such as endogenous cancer-related microRNAs in induced malignant stem cells:


induced malignant stem cells (GC21, GC25, GC210) prepared from fresh gastric cancer tissues collected from the individual of donor No. 1;


induced malignant stem cells (GC16) prepared from fresh gastric cancer tissues, and


induced non-malignant stem cells (NGC17) prepared from fresh gastric non-cancer tissues, which were collected from the individual of donor No. 3;


induced malignant stem cells (CC4_c) prepared from fresh colon cancer tissues collected from the individual of donor No. 5; and


induced pluripotent stem cells (NFB217) prepared from the fibroblasts (7F3949) collected from the individual of donor No. 7.


(14-2) Experimental Procedure


(14-2-1) Sample Preparation


Total RNA was prepared from each of six induced malignant stem cells, one induced non-malignant stem cell, and one induced pluripotent stem cell as mentioned above, and the prepared total RNAs were used in Agilent SurePrint G3 Human miRNA Microarray Rel.16.0 to detect abnormal expression (increased or reduced/lost expression) of non-coding RNAs such as endogenous cancer-related microRNAs in the induced malignant stem cells.


(14-2-2) Quality Evaluation


The process of quality evaluation of sample total RNA solutions involves the following evaluations to perform quality test:


evaluation by the fluorescent detector Bioanalyzer (determination of electrophoresis patterns); and


evaluation by the spectrophotometer NanoDrop (quantitation of total RNA amounts).


(14-2-3) Fluorescent Labeling of miRNAs


The total RNAs prepared in (14-2-1) were fluorescently labeled using miRNA


Complete Labeling Reagent and Hyb Kit in accordance with the Agilent protocol. To be specific, each sample total RNA (100 ng) was dephosphorylated with Calf Intestine Alkaline Phosphatase (CIP), and the RNA molecule on its 3′ terminal side was labeled with a cyanine 3-cytidine bisphosphate (pCp-Cy3) molecule using T4 RNA Ligase.


(14-2-4) Hybridization


The RNA samples labeled in (14-2-3) were hybridized with SurePrint G3 Human miRNA Microarray Rel.16.0 using Agilent miRNA Complete Labeling Reagent and Hyb Kit. To be specific, each of the labeled RNAs was added to a hybridization buffer and allowed to hybridize on SurePrint G3 Human miRNA Microarray Rel.16.0 for 20 hours. After washing, the DNA microarray image was scanned by Agilent Microarray Scanner, and fluorescence signals from the spots were digitized by Feature Extraction Software (v.10.7.3.1).


(14-3) Experimental Results


As a result of the quality evaluation of the RNA samples labeled in (14-2-3), the quality of all the samples was assured both by the determination of electrophoresis patterns and by the quantitation of total RNA amounts. Next, the total amounts of the resulting fluorescently-labeled RNAs were used for hybridization.


For the miRNAs shown in the cancer-related miRNA list, hybridization was performed using each of the following comparisons:


Nfb2-17 (control) vs GC16 vs NGC17 vs CC4_c vs GC21 vs GC2.5 vs GC210; and


NGC17 (control) vs GC16,


and then miRNA expressions were compared for investigation.


As a result of the image analysis performed after the hybridizations and washings, it was confirmed that the hybridizations had been performed without any problems. The images and digital data analyzed by Feature Extraction Software after the hybridization were stored on the storage media.


The miRNAs were annotated using miRBase Release 18, and hybridization was performed onto a microarray chip with the probes designed for the miRNAs shown in the following table (refer to Table 31 below).









TABLE 31







List of cancer-related miRNAs investigated for abnormal expression










miRBase or
Mature miRNA ID



NCBI Accession No.
or Gene Symbol







MIMAT0000062
hsa-let-7a-5p



MIMAT0000770
hsa-miR-133b



MIMAT0000421
hsa-miR-122-5p



MIMAT0001413
hsa-miR-20b-5p



MIMAT0000765
hsa-miR-335-5p



MIMAT0000226
hsa-miR-196a-5p



MIMAT0000443
hsa-miR-125a-5p



MIMAT0000433
hsa-miR-142-5p



MIMAT0000095
hsa-miR-96-5p



MIMAT0000279
hsa-miR-222-3p



MIMAT0000759
hsa-miR-148b-3p



MIMAT0000092
hsa-miR-92a-3p



MIMAT0000454
hsa-miR-184



MIMAT0000271
hsa-miR-214-3p



MIMAT0000068
hsa-miR-15a-5p



MIMAT0000732
hsa-miR-378a-3p



MIMAT0000063
hsa-let-7b-5p



MIMAT0000266
hsa-miR-205-5p



MIMAT0000256
hsa-miR-181a-5p



MIMAT0000425
hsa-miR-130a-3p



MIMAT0000431
hsa-miR-140-5p



MIMAT0000075
hsa-miR-20a-5p



MIMAT0002809
hsa-miR-146b-5p



MIMAT0000426
hsa-miR-132-3p



MIMAT0002819
hsa-miR-193b-3p



MIMAT0000261
hsa-miR-183-5p



MIMAT0000686
hsa-miR-34c-5p



MIMAT0000244
hsa-miR-30c-5p



MIMAT0000243
hsa-miR-148a-3p



MIMAT0000447
hsa-miR-134



MIMAT0000414
hsa-let-7g-5p



MIMAT0000430
hsa-miR-138-5p



MIMAT0000726
hsa-miR-373-3p



MIMAT0000064
hsa-let-7c



MIMAT0000066
hsa-let-7e-5p



MIMAT0000275
hsa-miR-218-5p



MIMAT0000100
hsa-miR-29b-3p



MIMAT0000449
hsa-miR-146a-5p



MIMAT0000758
hsa-miR-135b-5p



MIMAT0000462
hsa-miR-206



MIMAT0000422
hsa-miR-124-3p



MIMAT0000076
hsa-miR-21-5p



MIMAT0002821
hsa-miR-181d



MIMAT0000688
hsa-miR-301a-3p



MIMAT0000617
hsa-miR-200c-3p



MIMAT0000098
hsa-miR-100-5p



MIMAT0000254
hsa-miR-10b-5p



MIMAT0000646
hsa-miR-155-5p



MIMAT0000416
hsa-miR-1



MIMAT0000451
hsa-miR-150-5p



MIMAT0000415
hsa-let-7i-5p



MIMAT0000419
hsa-miR-27b-3p



MIMAT0000252
hsa-miR-7-5p



MIMAT0004604
hsa-miR-127-5p



MIMAT0000086
hsa-miR-29a-3p



MIMAT0000440
hsa-miR-191-5p



MIMAT0000065
hsa-let-7d-5p



MIMAT0000441
hsa-miR-9-5p



MIMAT0000067
hsa-let-7f-5p



MIMAT0000253
hsa-miR-10a-5p



MIMAT0000257
hsa-miR-181b-5p



MIMAT0000417
hsa-miR-15b-5p



MIMAT0000069
hsa-miR-16-5p



MIMAT0000267
hsa-miR-210



MIMAT0000070
hsa-miR-17-5p



MIMAT0000096
hsa-miR-98-5p



MIMAT0000255
hsa-miR-34a-5p



MIMAT0000081
hsa-miR-25-3p



MIMAT0000436
hsa-miR-144-3p



MIMAT0000424
hsa-miR-128



MIMAT0000435
hsa-miR-143-3p



MIMAT0000272
hsa-miR-215



MIMAT0000073
hsa-miR-19a-3p



MIMAT0004614
hsa-miR-193a-5p



MIMAT0000072
hsa-miR-18a-5p



MIMAT0000423
hsa-miR-125b-5p



MIMAT0000445
hsa-miR-126-3p



MIMAT0000084
hsa-miR-27a-3p



MIMAT0000724
hsa-miR-372



MIMAT0000450
hsa-miR-149-5p



MIMAT0000418
hsa-miR-23b-3p



MIMAT0000264
hsa-miR-203a



MIMAT0000090
hsa-miR-32-5p



MIMAT0000258
hsa-miR-181c-5p










In this analysis, the normalized value of the digital data for the hybridization of a subject cell (induced malignant stem cell) sample was divided by the normalized value from the digital data for the hybridization of a control cell sample and the quotient was used as a measure of variation in expression. Probes for which the quotients deviated from 1 (i.e., log21=0) were considered to indicate a variation in expression; those showing quotients greater than 2 (log22=1) or smaller than 0.5 (log20.5=−1) were selected. For each of the comparisons shown below, the genes shown in the tyrosine kinase list and those shown in the cancer drug targets list were analyzed to make respective lists of the genes showing quotients greater than 2 (log22=1) or smaller than 0.5 (log20.5=−1), as compared with the quotient for the control (taken as 1). The analysis was performed using GeneSpring 12.1.


The results are shown in Table 32 below. The Normalized column represents a variation in expression in logarithmic values.









TABLE 32







List of cancer-related miRNAs that exhibited change in microRNA expression













mirbase accession




systematic_name
chr
No
Normalized
active_sequence










[gcl_6]vs [Nfb2_17]











hsa-let-7i-5p
chr12
MIMAT0000415
1.4402232
AACAGCACAAACTACTACCTC





hsa-miR-124-3p
chr8
MIMAT0000422
1.8801897
GGCATTCACCGCGTGC





hsa-miR-134
chr14
MIMAT0000447
2.88347
CCCCTCTGGTCAA





hsa-miR-200c-3p
chr12
MIMAT0000617
2.0046523
TCCATCATTACCCGG





hsa-miR-210
chr11
MIMAT0000267
2.0355687
TCAGCCGCTGTCACAC





hsa-miR-372
chr19
MIMAT0000724
−1.3848338
ACGCTCAAATGTCGCAGC





hsa-miR-373-3p
chr19
MIMAT0000726
−1.0936382
ACACCCCAAAATCGAAGC










[Ngc1_7]vs [Nib2_17]











hsa-let-7a-5p
chr9
MIMAT0000062
1.9411173
AACTATACAACCTACTACCT





hsa-let-7c
chr21
MIMAT0000064
2.650042
AACCATACAACCTACTACC





hsa-let-7e-5p
chrl9
MIMAT0000066
3.3564239
AACTATACAACCTCCTACC





hSA-lEt-7f-5p
chr9
MIMAT0000067
2.2589548
AACTATACAATCTACTACCTC





hsa-let-7i-5p
chr12
MIMAT0000415
2.7469358
AACAGCACAAACTACTACCTC





hsa-miR-124-3p
chr8
MIMAT0000422
1.2417734
GGCATTCACCGCGTGC





hsa-miR-125b-5p
chr11
M1MAT0000423
1.9817171
TCACAAGTTAGGGTCTC





hsa-miR-134
chr14
MIMAT0000447
2.736024
CCCCTCTGGTCAA





hsa-miR-200c-3p
chr12
MIMAT0000617
1.5896351
TCCATCATTACCCGG





hsa-miR-21-5p
chr17
MIMAT0000076
1.1359663
TCAACATCAGTCTGATAAGC





hsa-miR-210
chr11
MIMAT0000267
1.642601
TCAGCCGCTGTCACAC





hsa-miR-23b-3p
chr9
MIMAT0000418
1.1542001
GGTAATCCCTGGCAATG





hsa-miR-27a-3p
chr19
MIMAT0000084
1.0835547
GCGGAACTTAGCCACTG





hsa-miR-205-5p
chr1
MIMAT0000266
−1.3146505
CAGACTCCGGTGGAAT





hsa-miR-372
chr19
MIMAT0000724
−3.3881433
ACGCTCAAATGTCGCAGC





hsa-miR-373-3p
chr19
MIMAT0000726
−2.8184555
ACACCCCAAAATCGAAGC










[cc4_c]vs [Nfb2_17]











hsa-let-7a-5p
chr9
MIMAT0000062
5.025595
AACTATACAACCTACTACCT





hsa-1et-7c
chr21
MIMAT0000064
4.789489
AACCATACAACCTACTACC





hsa-let-7e-5p
chr19
MIMAT0000066
4.7925954
AACTATACAACCTCCTACC





hsa-let-7f-5p
chr9
MIMAT0000067
5.5231466
AACTATACAATCTACTACCTC





hsa-let-7i-5p
chr12
MIMAT0000415
4.0543323
AACAGCACAAACTACTACCTC





hsa-miR-125a-5p
chr19
MIMAT0000443
1.8090844
TCACAGGTTAAAGGGTCTC





hsa-miR-125b-5p
chr11
MIMAT0000423
2.9458146
TCACAAGTTAGGGTCTC





hsa-miR-15a-5p
chr13
MIMAT0000068
1.1630578
CACAAACCATTATGTGCTGCT





hsa-miR-183-5p
chr7
MIMAT0000261
1.2848263
AGTGAATTCTACCAGTGCCA





hsa-miR-200c-3p
chr12
MIMAT0000617
4.535967
TCCATCATTACCCGG





hsa-miR-21-5p
chr17
MIMAT0000076
2.9038973
TCAACATCAGTCTGATAAGC





hsa-miR-210
chr11
MIMAT0000267
3.795586
TCAGCCGCTGTCACAC





hsa-miR-222-3p
chrX
MIMAT0000279
1.8606999
ACCCAGTAGCCAG





hsa-miR-23b-3p
chr9
MIMAT0000418
3.2681499
GGTAATCCCTGGCAATG





hsa-miR-27a-3p
chr19
MIMAT0000084
3.7551851
GCGGAACTTAGCCACTG





hsa-miR-27b-3p
chr9
M1MAT0000419
2.5687003
GCAGAACTTAGCCACTGT





hsa-miR-29a-3p
chr7
MIMAT0000086
3.972498
TAACCGATTTCAGATGGTGC





hsa-miR-29b-3p
chr1
MIMAT0000100
4.4877906
AACACTGATTTCAAATGGTGC





hsa-miR-34c-5p
chr11
MIMAT0000686
1.3082383
GCAATCAGCTAACTACACTG





hsa-miR-7-5p
chr9
MIMAT0000252
2.2134001
ACAACAAAATCACTAGTCTTCC





hsa-miR-96-5p
chr7
MIMAT0000095
1.0930905
AGCAAAAATGTGCTAGTGCCAA





hsa-miR-130a-3p
chr11
MIMAT0000425
−4.732003
ATGCCCTTTTAACATTGCA





hsa-miR-18a-5p
chr13
MIMAT0000072
−1.4401569
CTATCTGCACTAGATGCA





hsa-miR-20b-5p
chrX
MIMAT0001413
−3.2925744
CTACCTGCACTATGAGCAC





hsa_miR-301a-3p
chr17
MIMAT0000688
−1.2117661
GCTTTGACAATACTATTGCAC










[gc2_1]vs [Nfb2_17]











hsa-let-7e-5p
chr19
MIMAT0000066
1.6011363
AACTATACAACCTCCTACC





hsa-miR-134
chr14
MIMAT0000447
1.8531758
CCCCTCTGGTCAA





hsa-let-7a-5p
chr9
MIMAT0000062
−1.233491
AACTATACAACCTACTACCT





hsa-miR-125b-5p
chr11
MIMAT0000423
−1.4247212
TCACAAGTTAGGGTCTC





hsa-miR-130a-3p
chr11
MIMAT0000425
−5.267291
ATGCCCTTTTAACATTGCA





hsa-miR-16-5p
chr3
MIMAT0000069
−5.227989
CGCCAATATTTACGTGCTG





hsa-miR-17-5p
chr13
MIMAT0000070
−3.190412
CTACCTGCACTGTAAGC





hsa-miR-200c-3p
chr12
MIMAT0000617
−1.3934362
TCCATCATTACCCGG





hsa-miR-205-5p
chr1
MIMAT0000266
−1.5770755
CAGACTCCGGTGGAAT





hsa-miR-20a-5p
chr13
MIMAT0000075
−4.7841616
CTACCTGCACTATAAGCAC





hsa-miR-20b-5p
chrX
MIMAT0001413
−3.1519804
CTACCTGCACTATGAGCAC





hsa-miR-21-5p
chr17
MIMAT0000076
−6.310871
TCAACATCAGTCTGATAAGC





hsa-miR-25-3p
chr7
MIMAT0000081
−1.8991919
TCAGACCGAGACAAGTGC





hsa-miR-27b-3p
chr9
MIMAT0000419
−2.5748281
GCAGAACTTAGCCACTGT





hsa-miR-34a-5p
chr1
MIMAT0000255
−2.6079917
ACAACCAGCTAAGACACTGC










[gc2_5]vs [Nfb2_17]











hsa-miR-134
chr14
MIMAT0000447
1.2985052
CCCCTCTGGTCAA





hsa-let-7a-5p
chr9
MIMAT0000062
−1.3341377
AACTATACAACCTACTACCT





hsa-miR-125a-5p
chr19
MIMAT0000443
−1.1494529
TCACAGGTTAAAGGGTCTC





hsa-miR-125b-5p
chr11
M1MAT0000423
−2.410604
TCACAAGTTAGGGTCTC





hsa-miR-130a-3p
chr11
MIMAT0000425
−5.014146
ATGCCCTTTTAACATTGCA





hsa-miR-16-5p
chr3
MIMAT0000069
−4.81643
CGCCAATATTTACGTGCTG





hsa-miR-17-5p
chr13
MIMATO060070
−3.465736
CTACCTGCACTGTAAGC





hsa-miR-205-5p
chr1
MIMAT0000266
−2.340828
CAGACTCCGGTGGAAT





hsa-miR-20a-5p
chr13
MIMAT0000075
−4.9512577
CTACCTGCACTATAAGCAC





hsa-miR-20b-5p
chrX
MIMAT0001413
−3.2693667
CTACCTGCACTATGAGCAC





hsa-miR-21-5p
chr17
MIMAT0000076
−6.380228
TCAACATCAGTCTGATAAGC





hsa-miR-210
chr11
MIMAT0000267
−1.6277646
TCAGCCGCTGTCACAC





hsa-miR-25-3p
chr7
MIMAT0000081
−1.4775734
TCAGACCGAGACAAGTGC





hsa-miR-34a-5p
chr1
MIMAT0000255
−2.8327525
ACAACCAGCTAAGACACTGC





hsa-miR-373-3p
chr19
MIMAT0000726
−2.9304783
ACACCCCAAAATCGAAGC










[gc2_10]vs +Nfb2_17]











hsa-let-7e-5p
chr19
MIMAT0000066
2.1798716
AACTATACAACCTCCTACC





hsa-miR-134
chr14
MIMAT0000447
2.8293352
CCCCTCTGGTCAA





hsa-miR-193b-3p
chr16
MIMAT0002819
1.0982502
AGCGGGACTTTGAGGG





hsa-miR-130a-3p
chr11
MIMAT0000425
−5.0291395
ATGCCCTTTTAACATTGCA





hsa-miR-16-5p
chr3
MIMAT0000069
−4.9559364
CGCCAATATTTACGTGCTG





hsa-miR-I7-5p
chrl3
MIMAT0000070
−3.6190734
CTACCTGCACTGTAAGC





hsa-miR-183-5p
chr7
MIMAT0000261
−1.8860053
AGTGAATTCTACCAGTGCCA





hsa-miR-200c-3p
chr12
MIMAT0000617
−1.7152803
TCCATCATTACCCGG





hsa-miR-205-5p
chrl
MIMAT0000266
−2.908281
CAGACTCCGGTGGAAT





hsa-miR-20a-5p
chr13
MIMAT0000075
−5.1203127
CTACCTGCACTATAAGCAC





hsa-miR-20b-5p
chrX
MIMAT0001413
−3.5017633
CTACCTGCACTATGAGCAC





hsa-miR-21-5p
chr17
MIMAT0000076
−5.843651
TCAACATCAGTCTGATAAGC





hsa-miR-25-3p
chr7
MIMAT0000081
−1.5153098
TCAGACCGAGACAAGTGC





hsa-miR-27b-3p
chr9
MIMAT0000419
−2.2972195
GCAGAACTTAGCCACTGT





hsa-miR-29a-3p
chr7
MIMAT0000086
−3.5608726
TAACCGATTTCAGATGGTGC





hsa-miR-34a-5p
chr1
MIMAT0000255
−2.705739
ACAACCAGCTAAGACACTGC





hsa-miR-373-3p
chr19
MIMAT0000726
−3.2015352
ACACCCCAAAATCGAAGC










[gc1_6]vs [Ngc1_7]











hsa-miR-372
chr19
MIMAT0000724
2.0033095
ACGCTCAAATGTCGCAGC





hsa-miR-373-3p
chr19
MIMAT0000726
1.7248173
ACACCCCAAAATCGAAGC





hsa-let-7a-5p
chr9
MIMAT0000062
−1.0900092
AACTATACAACCTACTACCT





hsa-let-7b-5p
chr22
MIMAT0000063
−1.9368484
AACCACACAACCTACTACC





hsa-let-7c
chr21
MIMAT0000064
−1.800859
AACCATACAACCTACTACC





hsa-let-7d-5p
chr9
MIMAT0000065
−1.5447965
AACTATGCAACCTACTACC





hsa-let-7e-5p
chr19
MIMAT0000066
−2.6838303
AACTATACAACCTCCTACC





hsa-let-7f-5p
chr9
MIMAT0000067
−1.4209971
AACTATACAATCTACTACCTC





hsa-let-7g-5p
chr3
MIMAT0000414
−1.935283
AACTGTACAAACTACTACCTC





hsa-let-7i-5p
chr12
MIMAT0000415
−1.3067126
AACAGCACAAACTACTACCTC





hsa-miR-125a-5p
chr19
MIMAT0000443
−1.3733852
TCACAGGTTAAAGGGTCTC





hsa-miR-125b-5p
chr11
MIMAT0000423
−1.3929782
TCACAAGTTAGGGTCTC





hsa-miR-23b-3p
chr9
MIMAT0000418
−1.014039
GGTAATCCCTGGCAATG





hsa-miR-27a-3p
chrl9
MIMAT0000084
−1.0465813
GCGGAACTTAGCCACTG









The induced malignant stem cells analyzed in this Example can be considered as cells characterized both by abnormal expression of cancer-related miRNAs and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 15
Detection for Abnormal Expression of Endogenous Cancer-Related Proteins in Induced Malignant Stem Cells

In this Example, (1)(e) abnormal expression (increased or reduced/lost expression) of endogenous cancer-related proteins in induced malignant stem cells was detected, in comparison with those in cell populations derived from colon non-cancer site tissues.


(15-1) Materials


The (1)(e) abnormal expression (increased or reduced/lost expression) of endogenous cancer-related proteins in induced malignant stem cells was detected using the protein identification analysis (iTRAQ labeling) technique.


The following samples were used in the detection for (1)(e) abnormal expression (increased or reduced/lost expression) of endogenous cancer-related proteins in induced malignant stem cells:


cell population (ncc4) derived from colon non-cancer site tissues, cell population (cc4) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC4_D) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 5.


(15-2) Experimental Procedure


In order to detect abnormal expression (increased or reduced/lost expression) of endogenous cancer-related proteins in induced malignant stem cells, protein identification analysis (iTRAQ (isobaric Tags for Relative and Absolute Quantitation) labeling) was performed.


(15-2-1) Summary


ProteinPilot is a software that is capable of effectively identifying and quantitating proteins by searching for genetic variants and modifications, etc. simultaneously with the aid of automatic extensive peptide identification (using the Paragon algorithm). This software was used to perform experimentation with unused filters using Protein Summary_control ncc4 (colon non-cancer tissues as a negative control). In this test, the proteins present in the respective samples were identified and the relative quantitative ratios of cc4 or cc4-d with respect to ncc4 were determined.


(15-2-2) Sample Preparation


The tissues and cells were prepared and then disrupted to prepare protein-containing samples for mass spectrometry. In this process of the protein preparation, buffer replacement was performed because the buffer might contain any substances that might interfere with trypsin and/or other iTRAQ labeling reagents. The buffer was replaced with 50 mM of TEAB using the ultrafiltration cartridge (Spin Concentrators, 5K MWCO, 4 mL, 25 (P/N5185-5991); Agilent Technologies).


The concentrations of the proteins contained in the obtained samples were measured using Pierce BCA Protein Assay Kit (Pierce), and the samples were so adjusted as to give the same concentrations. For each sample, 100 μg of proteins were treated by in-solution digestion and subjected to trypsin digestion, S—S bond cleavage, and —SH-group protection (alkylation) with methylmethanethiosulfonate (MMTS); thereafter, for each sample, the peptides were iTRAQ-labeled with different iTRAQ reagents using AB SCIEX iTRAQ Reagent-8Plex Kit and were mixed to obtain a sample for mass spectrometry. Afterwards, the sample was purified on the cation exchange column AB SCIEX CEX and then fractionated into eight fractions.


Next, the resulting iTRAQ-labeled sample was separated and concentrated by liquid chromatography using the DiNa system (nano-LC; KYA TECH Corp.). In this process, the sample was spotted onto a plate while being fractionated using a reverse phase column.


Fractionation Time: 115 Minutes


Spotting time: Starting from 15 minutes and ending at 110 minutes, at intervals of 1 spot/30 sec, giving a total of 191 separated spots.









TABLE 33







Gradient conditions









Time (min)
Buffer A
Buffer B












0.1
100.0
0.0


12.0
95.0
5.0


75.0
50.0
50.0


90.0
0.0
100.0


100.0
100.0
0.0


115.0
100.0
0.0





Buffer A: 2% acetonitrile, 0.1% TFA


Buffer B: 70% acetonitrile, 0.1% TFA


Matrix: α-cyano-4-hydroxycinnamic acid (CHCA) in 70% acetonitrile and 0.1% TFA






The prepared sample was subjected to mass spectrometry by MALDI TOF/MS using the mass spectrometer 4800 MALDI-TOF/TOF Analyzer (AB SCIEX). The obtained data was searched against Homo sapiens entries in the NCBI database using the Paragon algorithm as a search algorithm in the data analysis software ProteinPilot v4.0.


(15-2) Experimental Results


The mass spectrometry results are shown below. As a result of this analysis, 328 proteins were identified with a confidence of greater than 2.0 (99), 445 proteins with a confidence of greater than 1.3 (95), 552 proteins with a confidence of greater than 0.47 (66), and 1173 proteins with a confidence (cutoff applied) of greater than 0.05 (10%).


For each of these proteins, the relative ratio of the protein amount in CC4-D to that in ncc4 and the relative ratio of the protein amount in cc4 to that in ncc4 were analyzed in detail to detect increased or reduced expression, or loss. In the table that follows, the deep (red) colored ratios represent that the protein amount in the test cells of interest increased as compared with that in the test cells (ncc4).









TABLE 34





Results of the comparisons between cc4-d and ncc4 and between cc4 and ncc4









embedded image






embedded image






embedded image











This analysis revealed that the induced malignant stem cells showed increased expression of the following cancer-related proteins:


keratin 8 [Homo sapiens],


keratin 18 variant [Homo sapiens],


glutathione S-transferase [Homo sapiens],


heat shock 70 kDa protein 8 isoform 1 variant [Homo sapiens], and


LGALS3 [Homo sapiens].


The induced malignant stem cells analyzed in this Example can be considered as cells characterized both by abnormal expression of cancer-related proteins and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 16
Detection of an Aberration of Endogenous Cancer-Related Metabolisms in Induced Malignant Stem Cells

In this Example, (1)(f) an aberration of endogenous cancer-related metabolisms (hypermetabolism or hypometabolism) in induced malignant stem cells were detected, in comparison with those in induced pluripotent stem cells.


(16-1) Materials


The (1)(f) aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism) in induced malignant stem cells were detected by measuring different intracellular metabolites by capillary electrophoresis-time of flight mass spectrometry (CE-TOFMS) in cation or anion mode.


The following samples were used in the detection for (1)(f) the aberration of endogenous cancer-related metabolism in induced malignant stem cells:


induced malignant stem cells (CC12, CC17) prepared from fresh colon cancer tissues collected from the individual of donor No. 4;


induced malignant stem cells (CC4_c, CC4_D) prepared from fresh colon cancer tissues collected from the individual of donor No. 5; and


induced pluripotent stem cells (NFB14) prepared from fibroblasts (7F3956) collected from the individual of donor No. 6.


All of these cells were proliferated to about 80% confluence in 10 cm culture dishes.


(16-2) Experimental Procedure


(16-2-1) Summary


The four induced malignant stem cell samples (CC1-2, CC1-7, CC4-c, CC4-d) as well as the induced pluripotent stem cells (nfb1-4) were measured by capillary electrophoresis-time of flight mass spectrometry (CE-TOFMS) in cation or anion mode. In this Example, analysis was made using substances registered in HMT's (Human Metabolome Technologies) metabolite library and “known-unknown” peak library as subject substances.


(16-2-2) Procedure


The four induced malignant stem cell samples (CC1-2, CC1-7, CC4-c, CC4-d) as well as the induced pluripotent stem cells (nfb1-4) were subjected to culture. The samples were washed and collected following the protocol given below, and were then subjected to detection.


(i) Description of instruments used


Internal standard solution 1 (10 mM; HMT)


Methanol (Wako Pure Chemical; for LC/MS, Cat No. 134-14523)


Volumetric flask (Iwaki Glass; TE-32, 50 mL)


Mannitol (Wako Pure Chemical; Cat No. 133-00845)


Milli-Q water (prepared by the Millipore Milli-Q water purification system)


Cell Scraper (Sumitomo Bakelite; 250 mm×17 mm, MS-93170)


Centrifuge turbes (Falcon Blue Max Jr., 15 mL, Cat No. 352097)


Micropipettes and microchips (Eppendorf)


Automatic pipetter and pipettes (Nunc; 5 mL 159625, 10 mL 159633)


(ii) Sample preparation


(ii-1) Preparation of a methanol solution for metabolite extraction


Instrument and Reagents Used

Internal standard solution 1 (10 mM, HMT)


Methanol (Wako Pure Chemical; for LC/MS, Cat No. 134-14523)


Volumetric flask (Iwaki Glass; TE-32, 50 mL)


Internal standard solution 1 was diluted 1000-fold with methanol to prepare a methanol solution for metabolite extraction. In this preparation process, the volumetric flask containing the standard solution was filled up to the calibration mark with the diluent so that mixing was done well. The methanol solution for metabolite extraction was prepared at the time of use.


(ii-2) Preparation of a cell washing solution


Instrument and Reagents Used

Mannitol (Wako Pure Chemical; Cat No. 133-00845)


Milli-Q water (produced by the Millipore Milli-Q water purification system)


A 5% (w/w) mannitol solution was prepared using mannitol and Milli-Q water. The cell washing solution was used in an amount of about 15 mL per dish.


(iii) Washing


(iii-1) A cell culture medium was aspirated off, and then the surface of the culture dish was washed with 10 mL of the cell washing solution*1. The cell washing solution used was at room temperature. *1 The cell washing solution used was the 5% (w/w) mannitol solution prepared in “(ii-2) Preparation of a cell washing solution.”


(iii-2) After removing the cell washing solution, washing was done again with 2 mL of the cell washing solution. The cell washing solution used in the second washing was aspirated off from the edge of the culture dish with care*2. *2 The cell washing solution contained a very high concentration of mannitol, which might be precipitated during a metabolite extraction step. Thus, the cell washing solution was aspirated off carefully to reduce the amount of residual mannitol as much as possible.


(iv) Dissociation


Instrument and Reagents Used

Cell Scraper (Sumitomo Bakelite; 250 mm×17 mm, MS-93170)


(iv-1) After the cell washing solution was aspirated off, 1.3 mL of the methanol solution for metabolite extraction* was added to the culture dish. The methanol solution used was at room temperature.


(iv-2) The culture dish was rocked gently such that its entire surface was covered with the methanol solution.


(iv-3) Cells were dissociated using a cell scraper so as to prevent cell masses from being broken up, and the released cells were gathered in one place. The cell dissociation step was performed carefully because the results might vary if cells remained on the culture dish or were dissociated inadequately.


* The methanol solution prepared in “(ii-1) Preparation of a methanol solution for metabolite extraction” was used.


(v) Collection


Centrifuge turbes (Falcon Blue Max Jr., 15 mL, Cat No. 352097)


(v-1) After the completion of the cell dissociation step, 1.0 mL of the methanol solution for metabolite extraction was aspirated from the culture dish and transferred to the mL centrifuge tube.


(v-2) The cell masses remaining in the culture dish were gathered and transferred to the 15 mL centrifuge tube.


(v-3) The 15 mL centrifuge tube containing the methanol solution and the cell masses was stored at 80° C.


One thousand microliters of chloroform and 400 μL of Milli-Q water were added to the resulting sample, and the suspension was stirred and centrifuged (2,300×g, 4° C., 5 min). After the completion of the centrifugation, 400 μL each of the aqueous phase was transferred to two ultrafiltration tubes (Millipore; Ultrafree-MC PLHCC HMT centrifugal filter unit, 5 kDa). The aqueous phase was centrifuged (9,100×g, 4° C., 120 min) and subjected to ultrafiltration. The filtrate was evaporated to dryness and then dissolved again in 25 μL of Milli-Q water before being subjected to measurement.


(16-2-3) Measurement


In this test, measurements were performed in cation and anion modes under the conditions 1) and 2) shown below. Judging from the resulting peak strength and shape, the 5- and 10-fold diluted samples were used in the measurements in cation and anion modes, respectively.


1) Cationic Metabolites (Cation Mode)


Apparatus

    • Agilent CE-TOFMS system (Agilent Technologies)
    • Capillary: Fused silica capillary, 50 μm i.d.×80 cm


Measurement conditions

    • Run buffer: Cation buffer solution (p/n: H3301-1001)
    • Rinse buffer: Cation buffer solution (p/n: H3301-1001)
    • Sample injection: Pressure injection, 50 mbar, 10 sec.
    • CE voltage: Positive, 27 kV
    • MS ionization: ESI positive
    • MS capillary voltage: 4,000 V
    • MS scan range: m/z 50-1,000
    • Sheath liquid: HMT sheath liquid (p/n: H3301-1020)


2) Anionic Metabolites (Anion Mode)


Apparatus

    • Agilent CE-TOFMS system (Agilent Technologies) #1
    • Capillary: Fused silica capillary, 50 min i.d.×80 cm


Measurement conditions

    • Run buffer: Anion buffer solution (p/n: H3302-1021)
    • Rinse buffer: Anion buffer solution (p/n: H3302-1022)
    • Sample injection: Pressure injection, 50 mbar, 25 sec.
    • CE voltage: Positive, 30 kV
    • MS ionization: ESI negative
    • MS capillary voltage: 3,500 V
    • MS scan range: m/z 50-1,000
    • Sheath liquid: HMT sheath liquid (p/n: H3301-1020)


(16-3) Data Processing and Analysis


(16-3-1) Data Processing


The peaks detected by CE-TOFMS were automatically extracted using the automatic integration software MasterHands ver. 2.9.0.9 (developed by Keio University) to obtain the peak data, i.e., mass-to-charge ratio (m/z), migration time (Migrationtime; MT), and peak area. The obtained peak area was converted into a relative area using the following equation:





Relative area=Peak Area of interest/Area of internal reference material.


These data sets contained the data for adduct ions such as Na+ and K+, and that for fragment ions generated by dehydration, deammoniation and other factors, and thus the data for these molecular weight-related ions was excluded. However, not the data for all of such ions could be precisely screened because substance-specific adducts and fragments were also present. The precisely screened peaks were subjected to checking and sorting among samples based on the m/z and MT values.


(16-3-2) Search for Candidate Metabolites


The detected peaks were searched and checked against all the substances registered in HMT's metabolite library and “known-unknown” library based on the m/z and MT values. The acceptable error for searching were as follows: MT: ±0.5 min; m/z:±10 ppm (mass error (ppm)=(measured value−theoretical value)/measured value×106).


(16-3-3) Statistical Analyses (PCA, HCA)


Principal component analysis (PCA) was made using SampleStat ver.3.14 (developed by HMT). Hierarchical cluster analysis (HCA) and Heatmap visualization were performed using PeakStat ver.3.18 (developed by HMT). As for the clustering results, reference can be made to the separately attached excel file, in which all candidate compounds can be confirmed. In the process of both of these analyses, standardization (μ=0, σ=1) of each peak was performed as a data preprocessing step.


(16-3-4) Drawing of a Metabolic Pathway


The quantitative data of metabolite was drawn on metabolic pathway maps. The metabolic pathways were drawn using VANTED 4 (Visualization and Analysis of Networks containing Experimental Data). Some of the abbreviated metabolite names used in the drawing were different from those registered in HMT's compound databases. The metabolic pathways were constructed based on the enzymes found in humans (not shown).


(16-4) Results


(16-4-1) Search for Candidate Metabolites


The five cultured cells were subjected to metabolomic analysis by CE-TOFMS. On the basis of the m/z and MT values of the substances registered in HMT's metabolite library and “known-unknown” library, 201 peaks (102 for cationic peaks, and 99 for anionic peaks) were assigned to candidate compounds (Table 35). As for these candidate compounds, reference can be made to the separately attached Excel file.









TABLE 35









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Each ID consists of the initial of the measurement mode used and a serial number; C represents cation mode, and A represents anion mode.


N.D. is the abbreviation for “not detected”, indicating that the relative area was subjected to analysis but was below limit of detection.



List of candidate metabolites found by checking the m/z and MT values for the detected peaks against HMT's databases.



For “GABA” and “Pro” which are metabolites having saturated peak strength, the relative areas of 13C spectra were used.


The table is sorted by ID (in ascending order).






The results revealed the following:


the induced malignant stem cells cc 1-7 showed an aberration of endogenous cancer-related metabolism, i.e., increased fumarate respiration (related metabolites: fumaric acid, malic acid, succinic acid, 2-oxoglutaric acid) (refer to the colored columns in Table 35);


the induced malignant stem cells cc1-2 showed an aberration of endogenous cancer-related metabolism, i.e., increased Warburg's effect (related metabolites: pyruvic acid, lactic acid) (refer to the colored columns in Table 35); and


the induced malignant stem cells cc-4-c and cc-4-d showed an aberration of endogenous cancer-related metabolisms, i.e., increased reverse flux from glutamine to the TCA cycle (related metabolites: Glu, Gln, 2-oxoglutaric acid, isocitric acid, cis-aconitic acid, citric acid) and increased glutaminolysis (related metabolites: Glu, Gln, 2-oxoglutaric acid, ornithine) (refer to the columns boxed off a double line in Table 35).


The foregoing is a description of the metabolisms that are characteristic of cancer cells and which were shown by the induced malignant stem cells. Fumarate respiration and Warburg's effect are both phenomena that may occur during undernutrition. Enhanced Warburg's effect was determined on the basis of the accumulations of pyruvic acid and lactic acid. In the determination of enhanced fumarate respiration, the sequential accumulations of fumaric acid, malic acid, succinic acid, and 2-oxoglutaric acid in the latter part of the TCA cycle were used as an indicator.


Enhanced reverse flux from glutamine to the TCA cycle and enhanced glutaminolysis occurred for the purpose of effective collection of energy from pathways other than the glycolysis system because glutamine is an important nitrogen source for cell proliferation.


The induced pluripotent stem cells nfb1-4 were used as a control (normal stem cells).


(16-4-2) Statistical Analyses (PCA, HCA)


The results of the principal component analysis performed using the detected peaks are shown in FIG. 2. The results of the hierarchical cluster analysis and Heatmap visualization are shown in Table 36. As a data preprocessing step, standardization (μ0, σ=1) was performed with eps (=0) being substituted for N.D.










TABLE 36







HMT DB
Standardized Relative Area §














Compound name
m/z
MT
cc1-2
cc1-7
cc4-c
cc4-d
nfb1-4

















N-Ethylglycine
104.071
9.76
−0.447
−0.447
−0.447
−0.447

text missing or illegible when filed



S-Lactoylglutathione
380.113
13.43
−0.447
−0.447
−0.447
−0.447

text missing or illegible when filed



1-Pyrroline 5-carboxylic acid
114.055
10.94
−1.750
0.359
0.333
0.266

text missing or illegible when filed



Sedoheptulose 7-phosphate
289.032
9.50
−0.913

text missing or illegible when filed

−0.756
−0.498

text missing or illegible when filed



Met
150.058
10.58
−0.611

text missing or illegible when filed

−1.160
−0.262
0.746


Argininosuccinic acid
291.129
9.35
−0.376

text missing or illegible when filed

−1.034
−0.704
0.886


Cysteinesulfinic acid
152.002
9.40
−0.406

text missing or illegible when filed

−0.851
−0.851
0.764


2′-Deoxycytidine
228.096
9.37
0.110
0.754
−1.015
−1.015

text missing or illegible when filed



5′-Deoxy-5′-
298.096
9.98
0.061

text missing or illegible when filed

−1.105
−0.914

text missing or illegible when filed



methylthioadenosine


O-Phosphoserine
184.001
12.05
0.258

text missing or illegible when filed

−0.907
−0.907
0.045


p-Toluic acid
135.045
9.03
−0.021

text missing or illegible when filed

−0.581
−0.942
−0.118


S-Adenosylmethionine
399.144
7.10
−0.195

text missing or illegible when filed

−0.762
−0.917
0.310


Hypotaurine
110.027
17.50
−0.179

text missing or illegible when filed

−0.858
−0.879
0.398


2-Aminoadipic acid
162.075
10.75
−0.103

text missing or illegible when filed

−1.063
−0.608
0.209


Malic acid
133.014
20.77
0.043

text missing or illegible when filed

−1.091
−0.783
0.406


Fumaric acid
115.003
24.57
−0.177

text missing or illegible when filed

−1.075
−0.701
0.520


N-Carbamoylaspartic acid
175.036
15.17
0.018

text missing or illegible when filed

−1.441
−0.320
0.484


1-Aminocyclopropane-1-
102.055
7.09
0.264

text missing or illegible when filed

−1.544
−0.343
0.574


carboxylic acid


Homoserinelactone


CDP
402.008
11.30
0.407

text missing or illegible when filed

−1.619
−0.139
0.301


Arg
175.118
7.10
−0.380

text missing or illegible when filed

−1.570
0.511
0.503


Ser
106.049
9.88
0.010

text missing or illegible when filed

−1.338
0.222
−0.326


Succinic acid
117.019
20.47
0.418

text missing or illegible when filed

−1.293
−0.367
−0.170


Glyceraldehyde 3-phosphate
168.990
11.44
0.256

text missing or illegible when filed

−1.170
−0.419
−0.201


Ribose 5-phosphate
229.011
10.40
0.404

text missing or illegible when filed

−0.815
−0.718
−0.439


XC0132
325.159
8.64
0.649

text missing or illegible when filed

−0.953
−0.728
−0.381


GMP
362.048
9.03
0.702

text missing or illegible when filed

−1.094
−0.588
−0.372


Ribulose 5-phosphate
229.011
10.78
0.900

text missing or illegible when filed

−1.189
−0.289
−0.584


2-Phosphoglyceric acid
184.985
18.79

text missing or illegible when filed

0.981
−0.728
−0.728
−0.728


Guanosine
284.099
12.29

text missing or illegible when filed

0.702
−0.706
−0.706
−0.706


UDP-glucuronic acid
579.026
10.85

text missing or illegible when filed

0.797
−0.069
−0.987
−0.955


NADH
664.118
8.09
0.611

text missing or illegible when filed

−0.277
−0.674
−1.063


Thiaproline
134.027
13.66
0.870

text missing or illegible when filed

−0.879
−0.961
−0.249


UDP
402.994
11.47

text missing or illegible when filed


text missing or illegible when filed

−1.127
−0.821
−0.074


2-Hydroxyglutaric acid
147.030
16.61

text missing or illegible when filed


text missing or illegible when filed

−1.008
−0.999
0.021


Asn
133.060
10.35

text missing or illegible when filed

0.855
−0.738
−1.176
−0.096


5-Oxoproline
128.035
9.36
0.610

text missing or illegible when filed

−0.712
−1.390
0.538


XA0019
191.019
8.23
0.393

text missing or illegible when filed

−0.517
−1.465
0.505


γ-Glu-Cys
251.069
12.59
0.587

text missing or illegible when filed

−1.032
−1.032
0.273


XA0002
110.985
15.39
0.672

text missing or illegible when filed

−1.047
−1.047
0.297


Adenosine
268.103
9.77
0.648

text missing or illegible when filed

−1.067
−1.067
0.425


trans-Glutaconic acid
131.033
21.78
0.543

text missing or illegible when filed

−1.068
−1.068
0.521


Glutathione (GSH)
308.093
12.97
0.538

text missing or illegible when filed

−1.076
−1.100

text missing or illegible when filed



Pipecolic acid
130.086
10.18
0.701
0.507
−1.082
−1.082

text missing or illegible when filed



N-Acetylglutamic acid
188.055
12.95

text missing or illegible when filed

0.522
−1.087
−1.087

text missing or illegible when filed



XC0137
350.100
13.21

text missing or illegible when filed

0.451
−1.085
−1.076

text missing or illegible when filed



Urea
61.040
20.20

text missing or illegible when filed

0.337
−1.066
−1.066

text missing or illegible when filed



N-Acetylaspartic acid
174.040
14.28

text missing or illegible when filed

0.186
−1.040
−1.040

text missing or illegible when filed



dTTP
480.980
11.85

text missing or illegible when filed

0.431
−1.070
−1.070
0.678


Ornithine
133.096
6.81

text missing or illegible when filed

0.545
−1.056
−1.092
0.569


GABA
105.073
7.58

text missing or illegible when filed

0.274
−1.005
−1.010
0.437


N-Acetylmethionine
190.055
8.03

text missing or illegible when filed

0.529
−1.016
−1.016
0.238


Tyr
182.080
11.20

text missing or illegible when filed

0.630
−1.137
−0.942
0.292


Cystathionine
223.074
9.82

text missing or illegible when filed

0.646
−1.062
−1.062
0.398


Lys
147.112
6.87

text missing or illegible when filed

0.616
−1.327
−0.824

text missing or illegible when filed



Leu
132.101
10.21

text missing or illegible when filed

0.709
−1.431
−0.635
0.426


Methionine sulfoxide
166.053
11.60
0.766

text missing or illegible when filed

−1.522
−0.420
0.252


Pyridoxine
170.081
8.60

text missing or illegible when filed

0.537
−1.343
−0.461
−0.035


Glyceric acid
105.020
10.23

text missing or illegible when filed

0.589
−1.226
−0.669
0.001


Phosphoenolpyruvic acid
166.974
20.55

text missing or illegible when filed

0.397
−1.190
−0.609
−0.031


O-Succinylhomoserine
218.066
11.99

text missing or illegible when filed

0.118
−1.359
−0.323
0.145


Octanoic acid
143.108
8.26

text missing or illegible when filed

0.393
−1.563
−0.187
0.207


2-Oxoglutaric acid
145.013
20.84

text missing or illegible when filed

−0.076
−1.553
0.410
0.029


Lactic acid
89.025
10.70

text missing or illegible when filed

−0.535
−1.040
0.752
−0.519


Glycerol 3-phosphate
171.006
11.92

text missing or illegible when filed

−0.737
−0.584
0.577
−0.748


Guanidoacetic acid
118.061
8.19

text missing or illegible when filed

−0.131
−0.821
0.197
−0.844


Fructose 1,6 diphosphate
338.987
14.28

text missing or illegible when filed

−0.239
−0.802
−0.096
−0.582


ADP
426.021
10.73

text missing or illegible when filed

0.008
−0.615
−0.145
−0.912


3-Phosphoglyceric acid
184.985
19.24

text missing or illegible when filed

−0.002
−0.923
−0.382
−0.382


Spermine
203.222
4.48

text missing or illegible when filed

−0.021
−1.179
−0.013
−0.361


Dihydroxyacetone phosphate
168.990
12.42

text missing or illegible when filed

−0.528
−0.806
−0.274
−0.118


Gly-Gly
133.059
8.34

text missing or illegible when filed

−0.529
−0.529
−0.181
−0.529


N-Acetylglucosamine 1-
300.047
9.42

text missing or illegible when filed

−0.655
−0.391
−0.374
−0.356


phosphate


Cys
122.026
11.17

text missing or illegible when filed

−0.477
−0.447
−0.447
−0.447


Isethionic acid
124.990
11.48

text missing or illegible when filed

−0.447
−0.447
−0.447
−0.447


N-Acetylhistidine
198.089
9.71

text missing or illegible when filed

−0.447
−0.447
−0.447
−0.447


Homoserine
120.066
9.99

text missing or illegible when filed

−0.447
−0.447
−0.447
−0.447


ATP
505.987
11.61

text missing or illegible when filed

−0.521
−0.040
−0.765
−0.400


Gly-Asp
191.065
9.78

text missing or illegible when filed

−0.180
−0.181
−0.962
−0.371


GTP
521.983
11.26

text missing or illegible when filed

−0.192
−0.122
−1.256
0.030


N-Acetylalanine
130.050
8.77

text missing or illegible when filed

−0.088
−0.050
−1.296
−0.085


Gln
147.076
10.60

text missing or illegible when filed

0.445
−0.683
−1.044
−0.202


GDP
442.016
10.52

text missing or illegible when filed

0.411
−0.758
−1.026
−0.108


Phosphocreatine
210.028
12.03

text missing or illegible when filed

0.383
−0.890
−0.890
−0.105


Pelargonic acid
157.123
8.03

text missing or illegible when filed

0.384
−0.849
−0.582
−0.535


Creatine
132.076
8.81

text missing or illegible when filed

0.213
−0.795
−0.798
−0.242


Benzoic acid
121.030
9.70

text missing or illegible when filed

0.046
−0.758
−0.758
−0.206


XC0065
221.091
12.84

text missing or illegible when filed

−0.118
−0.746
−0.746
−0.083


Imidazole-4-acetic acid
127.049
8.00

text missing or illegible when filed

−0.116
−0.628
−0.746
−0.236


4-Guanidinobutyric acid
146.092
8.22

text missing or illegible when filed

−0.225
−0.686
−0.649
−0.179


N6-Acetyllysine
189.122
11.27

text missing or illegible when filed

−0.471
−0.558
−0.672
−0.036


N-Acetylornithine
175.107
9.44

text missing or illegible when filed

−0.573
−0.573
−0.573
−0.015


N-Acetyllysine
189.122
9.70

text missing or illegible when filed

−0.611
−0.611
−0.611
0.143


Ser-Glu
235.092
10.55

text missing or illegible when filed

−0.625
−0.625
−0.625
0.207


myo-Inositol 1-phosphate
259.019
10.12

text missing or illegible when filed

−0.657
−0.657
−0.657
0.370


myo-Inositol 3-phosphate


N6,N6,N6-Trimethyllysine
189.159
7.17

text missing or illegible when filed

−0.526
−0.368
−0.937
0.196


Glu-Glu
277.103
10.70

text missing or illegible when filed

−0.269
−0.587
−0.942
0.165


Arg-Glu
304.161
7.45

text missing or illegible when filed

−0.129
−0.849
−0.849
0.253


Gluconic acid
195.050
8.11

text missing or illegible when filed

−0.267
−0.859
−0.857
0.498


Gluconolactone
179.054
21.73

text missing or illegible when filed

−0.252
−0.896
−0.902
0.694


2,3-Diphosphoglyceric acid
264.951
18.09

text missing or illegible when filed

−0.925
−0.925
−0.253
0.981


Heptanoic acid
129.091
8.45

text missing or illegible when filed

−0.726
−0.726
−0.726
0.935


Metronidazole
172.072
9.39

text missing or illegible when filed

−0.968
0.154
−0.968
0.384


γ-Glu-2-aminobutyric acid
233.113
12.08

text missing or illegible when filed

−0.970
0.467
−0.970
0.097


2-Hydroxybutyric acid
103.041
9.64

text missing or illegible when filed

−0.675
0.470
−0.675
−0.675


NADPH_divalent
371.537
11.13

text missing or illegible when filed

−0.608

text missing or illegible when filed

−0.675
−0.893


Glucose 1-phosphate
259.021
9.94
0.870
−0.347

text missing or illegible when filed

−0.504
−1.207


Pantothenic acid
218.102
7.63

text missing or illegible when filed

−0.199

text missing or illegible when filed

−1.132
−0.732


UTP
482.960
12.32

text missing or illegible when filed

−0.277

text missing or illegible when filed

−1.537
0.049


UDP-N-acetylgalactosamine
606.074
8.34
0.635
−0.308

text missing or illegible when filed

−1.484
0.016


UDP-glucose
565.047
8.52
0.338
−0.045

text missing or illegible when filed

−1.413
−0.234


UDP-galactose


CTP
481.975
12.11
0.163
0.098

text missing or illegible when filed

−1.532
−0.001


N-Acetylserine
146.045
8.70
0.285

text missing or illegible when filed

0.321
−1.604
−0.111


Glu
148.060
10.76
−0.155

text missing or illegible when filed

0.375
−1.459
−0.066


Asp
134.044
11.39
−0.908

text missing or illegible when filed


text missing or illegible when filed

−0.684
−0.579


5-Aminovaleric acid
118.086
8.02
−1.217
0.698

text missing or illegible when filed

−0.639
−0.111


Hexanoic acid
115.076
8.79
−1.259

text missing or illegible when filed

−0.095
−0.125
−0.066


Isovaleric acid
101.061
9.11
−0.756

text missing or illegible when filed

−0.364
0.349
−0.814


3-Hydroxy-3-methylglutaric
161.046
15.16
−0.447

text missing or illegible when filed

−0.447
−0.447
−0.447


acid


Erythrose 4-phosphate
199.002
11.62
−0.447

text missing or illegible when filed

−0.447
−0.447
−0.447


2-Aminobutyric acid
104.071
9.52
−0.541

text missing or illegible when filed

−0.140
−0.541
−0.541


1-Methylnicotinamide
137.071
7.33
−0.641

text missing or illegible when filed

0.042
−0.492
−0.626


Threonic acid
135.030
9.12
−0.683

text missing or illegible when filed

0.439
−0.312
−0.965


Isobutyric acid
87.045
9.71
−0.055

text missing or illegible when filed

0.042
−0.147
−1.327


Isobutylamine
74.097
7.02
0.048

text missing or illegible when filed

0.137
0.628
−1.682


Lauric acid
199.170
7.62
0.427
0.468
−0.056

text missing or illegible when filed

−1.693


XC0016
129.065
8.73

text missing or illegible when filed

0.295
−0.186
0.349
−1.580


AMP
346.054
9.15

text missing or illegible when filed

0.140
−0.059
0.359
−1.590


Fructose 6-phosphate
259.021
9.81
0.590
−0.585
0.604

text missing or illegible when filed

−1.479


GDP-glucose
604.069
8.22
0.720
−1.090

text missing or illegible when filed

0.592
−1.090


ADP-glucose
588.074
8.23
0.135
−1.405

text missing or illegible when filed

0.741
−0.548


GDP-fucose


Glycerophosphocholine
258.109
20.66
−0.047
−1.313

text missing or illegible when filed

0.752
−0.568


1-Methyladenosine
282.119
9.85
−0.299
−0.940

text missing or illegible when filed

0.007
−0.448


γ-Butyrobetaine
146.117
8.06
−0.228
−0.838

text missing or illegible when filed

0.208
−0.761


Kynurenine
209.091
9.79
−0.418
−0.778

text missing or illegible when filed

0.360
−0.753


3-Hydroxybutyric acid
103.040
9.41
−0.495
−0.702

text missing or illegible when filed

0.257
−0.704


N-Acetylputrescine
131.117
8.39
−0.629
−0.629

text missing or illegible when filed

0.226
−0.629


Xanthine
151.026
8.30
−0.654
−0.654

text missing or illegible when filed

0.352
−0.654


XA0065
445.052
6.88
−0.671
−0.671

text missing or illegible when filed

0.447
−0.671


Hydroxyproline
132.065
11.84
−0.670
−0.675

text missing or illegible when filed

0.450
−0.669


Carnitine
162.111
8.46
−0.682
−0.682

text missing or illegible when filed

0.514
−0.682


Thr
120.065
10.39
−0.627
−0.464

text missing or illegible when filed

0.398
−0.877


His
156.076
7.27
−0.452
−0.656

text missing or illegible when filed

0.676
−0.970


Pro
117.073
10.66
−0.290
−0.786

text missing or illegible when filed

0.579
−0.943


NAD*
662.102
6.52
−0.005
−1.065

text missing or illegible when filed

0.833
−0.917


cis-Aconitic acid
173.008
27.05
−0.139
−0.962

text missing or illegible when filed

0.980
−0.962


Glucose 6-phosphate
259.021
9.69
−0.210
−0.886

text missing or illegible when filed

1.001
−0.993


Citric acid
191.019
25.42
−0.403
−0.868
1.081

text missing or illegible when filed

−0.879


Isocitric acid
191.018
27.68
−0.347
−0.894

text missing or illegible when filed


text missing or illegible when filed

−0.894


Thiamine
265.110
6.60
−0.058
−0.954
0.759

text missing or illegible when filed

−0.987


Pyridoxal
168.065
8.73
−0.125
−0.883
0.744

text missing or illegible when filed

−1.012


UMP
323.026
9.65
−0.493
−0.566

text missing or illegible when filed

1.006
−1.074


Ile
132.101
10.10
−0.603
−0.767

text missing or illegible when filed


text missing or illegible when filed

−0.813


Ethanolamine phosphate
140.012
7.92
−0.667
−0.761

text missing or illegible when filed


text missing or illegible when filed

−0.761


3-Hydroxykynurenine
225.085
9.63
−0.730
−0.730

text missing or illegible when filed

1.037
−0.730


Propionic acid
73.029
10.77
−0.729
−0.729

text missing or illegible when filed


text missing or illegible when filed

−0.729


Ethanolamine
62.061
6.35
−0.729
−0.729
0.999

text missing or illegible when filed

−0.729


N-Acetylneuraminic acid
308.097
7.14
−0.726
−0.716
0.988

text missing or illegible when filed

−0.743


Nicotinamide
123.055
7.37
−0.742
−0.737
0.962

text missing or illegible when filed

−0.703


O-Acetylcarnitine
204.122
8.92
−0.730
−0.730

text missing or illegible when filed


text missing or illegible when filed

−0.730


Putrescine
89.107
4.71
−0.724
−0.724

text missing or illegible when filed

0.908
−0.724


Val
118.086
9.92
−0.557
−0.727

text missing or illegible when filed

0.959
−0.884


Phe
166.086
10.94
−0.583
−0.716

text missing or illegible when filed

0.809
−0.844


N8-Acetylspermidine
188.175
6.34
−0.700
−0.700

text missing or illegible when filed

0.649
−0.700


CMP-N-acetylneuraminate
613.139
8.08
−0.712
−0.712

text missing or illegible when filed

0.750
−0.712


Glutathione (GSSG)_divalent
307.082
11.98
−0.898
−0.716

text missing or illegible when filed

0.835
−0.527


FAD_divalent
391.569
7.78
−0.957
−0.957
0.802

text missing or illegible when filed

−0.117


Mucic acid
209.031
13.80
−1.007
−1.007

text missing or illegible when filed

0.545
0.187


β-Ala
90.055
7.32
0.034
−0.679

text missing or illegible when filed

−0.636
−0.435


Ala
90.055
8.94
0.469
−0.463

text missing or illegible when filed

−0.709
−0.836


3-Aminoisobutyric acid
104.070
7.82
−0.447
−0.447

text missing or illegible when filed

−0.447
−0.447


NADP*
742.069
9.26
−0.447
−0.447

text missing or illegible when filed

−0.447
−0.447


Gly
76.039
8.25
−0.580
−0.170

text missing or illegible when filed

−0.199
−0.780


XA0033
242.079
7.61
−1.084
−0.379

text missing or illegible when filed


text missing or illegible when filed

−0.656


Biotin
243.082
7.60
−1.305
−0.180
0.753

text missing or illegible when filed

−0.479


Phosphorylcholine
184.072
19.68
−1.435
0.005
0.791

text missing or illegible when filed

−0.426


Trp
205.096
10.87
−1.267
0.004
0.088

text missing or illegible when filed

−0.334


Choline
104.107
6.85
−0.745
−0.043
−0.377

text missing or illegible when filed

−0.563


2-Hydroxy-4-methylvaleric
131.072
8.77
−0.447
−0.447
−0.447

text missing or illegible when filed

−0.447


acid


6-Phosphogluconic acid
275.016
14.36
−0.447
−0.447
−0.447

text missing or illegible when filed

−0.447


IMP
347.036
9.43
−0.447
−0.447
−0.447

text missing or illegible when filed

−0.447


CMP
322.043
9.47
−0.447
−0.447
−0.447

text missing or illegible when filed

−0.447


XA0027
227.200
7.38
−0.447
−0.447
−0.447

text missing or illegible when filed

−0.447


Riboflavin
377.147
20.92
−0.447
−0.447
−0.447

text missing or illegible when filed

−0.447


Betaine aldehyde_+ H2O
120.101
7.44
−0.749
−0.749
0.076

text missing or illegible when filed

−0.254


Citrulline
176.102
10.89
−0.550
−0.886
0.365

text missing or illegible when filed

−0.514


2-Hydroxyvaleric acid
117.055
9.12
−0.698
−0.698
0.633

text missing or illegible when filed

−0.698


Imidazolelactic acid
157.061
8.78
−0.683
−0.683
0.523

text missing or illegible when filed

−0.683


Spermidine
146.164
4.54
−0.674
−0.433
0.266

text missing or illegible when filed

−0.790


Betaine
118.086
11.13
−0.650
−0.641
0.308

text missing or illegible when filed

−0.646


Diethanolamine
106.086
7.63
−0.638
−0.638
0.267

text missing or illegible when filed

−0.638


2-Amino-2-(hydroxymethyl)-
122.081
8.21
−0.635
−0.635
0.252

text missing or illegible when filed

−0.635


1,3-propanediol


Acetylcholine
146.117
7.60
−0.607
−0.607
0.124

text missing or illegible when filed

−0.607


Streptomycin
300.643
6.87
−0.555
−0.555
−0.085

text missing or illegible when filed

−0.555


sulfate_+ H2O_divalent


Cysteine glutathione disulfide
427.094
11.48
0.164
−0.570
0.158

text missing or illegible when filed

−1.216


2-Oxoisovaleric acid
115.040
10.05
−0.042
−1.031
−0.037

text missing or illegible when filed

−0.521


4 Methyl-2-oxovaleric acid
129.055
9.44
0.440
−1.031
−0.058

text missing or illegible when filed

−0.800


3-Methyl-2-oxovaleric acid


XA0013
172.991
10.71
0.733
−1.574
0.072

text missing or illegible when filed

−0.201


XA0055
368.998
14.02

text missing or illegible when filed

−1.580
0.097

text missing or illegible when filed

−0.218


Pyruvic acid
87.009
12.75

text missing or illegible when filed

−1.666
0.037
0.721
0.071


PRPP
388.943
16.50

text missing or illegible when filed

−1.672
0.499
0.249
−0.022


Adenine
136.061
7.54

text missing or illegible when filed

−1.747

text missing or illegible when filed

0.090
0.428






text missing or illegible when filed indicates data missing or illegible when filed







(16-4-3) Drawing of a Metabolic Pathway


These candidate compounds were drawn on the maps of glycolysis/gluconeogenesis pathway, pentose phosphate pathway, citric acid cycle, urea cycle, purine metabolic pathway, pyrimidine purine metabolic pathway, nicotinic acid/nicotinamide metabolic pathway, and various amino acid metabolic pathways (not shown).


The induced malignant stem cells analyzed in this Example can be considered as cells characterized both by an aberration of endogenous cancer-related metabolisms and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 17
Detection for Aberrations of Endogenous Cancer-Related Sugar Chains in Induced Malignant Stem Cells

In this Example, (1)(g) aberrations of endogenous cancer-related sugar chains (detected, increased/reduced, or loss of sugar chains) in induced malignant stem cells were analysed, in comparison with those in induced pluripotent stem cells.


(17-1) Materials


The (1)(g) aberrations of endogenous cancer-related sugar chains in induced malignant stem cells were detected by purifying sugar chains from sample cells, subjecting them to mass spectrometry by MALDI-TOF MS, and comparing their sugar chain patterns with those of control samples.


The following samples were used in the detection for (1)(g) aberrations of endogenous cancer-related sugar chains in induced malignant stem cells:


cell population (ncc1) derived from colon non-cancer site tissues, cell population (cc1) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC12, CC17) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 4;


cell population (ncc4) derived from colon non-cancer site tissues, cell population (cc4) derived from fresh colon cancer site tissues, and induced malignant stem cells (CC4_c, CC4_D) prepared from fresh colon cancer tissues, which were collected from the individual of donor No. 5; and


induced pluripotent stem cells (NFB14) prepared from fibroblasts (7F3956) collected from the individual of donor No. 6.


(17-2) Sugar Chain Purification and Detection Procedures


(17-2-1) Releasing of Sugar Chains from Cultured Cells and Tissues


The cells proliferated to about 80% confluence in a 100 mm-diameter culture dish were dissociated using a scraper and washed by centrifugation with 40 mL of PBS, and 125 μL of the 0.5% Triton X-100 solution (Wako Pure Chemical; Cat No. 582-83991) was added to the cells. Next, the cells were disrupted using a QIA shredder (QIAGEN) and washed off with 125 μL of pure water to collect the total quantity (250 μL) of solution.


To 250 μL of the thus-prepared disrupted cell solution, the following solutions were added:


an aqueous solution (25 μL) of 1 M ammonium bicarbonate (prepared at the time of use) (Wako Pure Chemical; Cat No. 017-02875), and


an aqueous solution (25 μL) of 120 mM dithiothreitol (DTT; Sigma-Aldrich; Cat No. D9779) (prepared at the time of use),


and the mixture was voltexed to ensure complete dissolution.


After the resulting solution was placed at 60° C. for 30 minutes, an aqueous solution (50 μL) of 123 mM iodoacetamide (IAA; Wako Pure Chemical; Cat No. 093-02152) was added, and the mixture was placed at room temperature for an hour under shading, to which trypsin was further added (2000 units; Sigma-Aldrich, T-0303). Trypsin was first dissolved in 1 mM HCl at 40 units/μL and 50 μL of the solution was added to the sample solution to give 2000 units. The trypsin-containing solution was placed in an incubator at 37° C. for at least one hour and then heated in a heat block at 90° C. for 5 minutes to thereby inactivate the trypsin.


Next, N-glycosidase (PNGase F; Roche Applied Science; Cat No. 11365193001) (25 μL=5 units) was added, and the solution was placed in an incubator at 37° C. overnight (for at least 12 hours) to thereby release sugar chains from the cells.


(17-2-2) Sugar Chain Purification and Labeling


The sugar chains released from the cultured cells/tissues or glycoproteins by the procedure described above were purified using the sugar chain purification kit BlotGlyco (BS-45603) produced by Sumitomo Bakelite Co., Ltd.


In the steps described below, the step of “washing polymer beads” involves placing a washing solution into a reservoir containing the beads and centrifuging the reservoir in a tabletop centrifuge for about 5 seconds and removing the washing solution.


The solutions used in these steps had the following composition:


2% (v/v) acetic acid/acetonitrile: Prepared by adding 200 μL of acetic acid (Wako Pure Chemical; Cat No. 012-00245) to 9.8 mL of acetonitrile (ACN) (Wako Pure Chemical; Cat No. 015-08633) and mixing them.


2 M guanidine solution: Prepared by dissolving 1.9 g of guanidine hydrochloride (Wako Pure Chemical; Cat No. 070-01825) in 10 mL of pure water, which can be stored at ordinary temperatures for about one month.


1% triethylamine/methanol: Prepared by adding 100 μL of triethylamine (Wako Pure Chemical; Cat No. 202-02646) to 9.9 mL of methanol (Wako Pure Chemical; Cat No. 136-09475) and mixing them.


10 mM hydrochloric acid: Prepared by diluting concentrated hydrochloric acid (Wako Pure Chemical; Cat No. 083-01095) with pure water as appropriate.


Step 1: Dispensing Polymer Beads


1) Insert a reaction tube into a 2 mL Eppendorf tube.


2) Add 500 μL of pure water to a tube containing polymer beads (dry) and vortex the tube to disperse the polymer beads.


3) Take 50 μL of the polymer bead dispersion using a pipette and inject the dispersion into the bottom of the reaction tube.


4) Centrifuge the reaction tube in a tabletop centrifuge for about 5 seconds to drain water.


Step 2: Sugar Chain Capture Reaction


1) Insert the reaction tube into a 1.5 mL Eppendorf tube.


2) Add 180 μL of 2% acetic acid/acetonitrile.


3) Add a sugar chain sample solution (20 μL).


4) Insert the tube into a heat block at 80° C. and heat it for an hour without cover it with a lid.


5) Check to see that the solvent is completely evaporated and the beads are dried up. If not, continue heating for another 15 minutes.


Step 3: Washing Polymer Beads


1) Insert the reaction tube into the 2 mL Eppendorf tube and place it into a tabletop centrifuge.


2) Wash the polymer beads with 200 μL of the 2 M guanidine solution twice.


3) Wash the polymer beads with 200 μL of pure water twice.


4) Wash the polymer beads with 200 μL of 1% triethylamine/methanol twice.


Step 4: Capping Functional Groups of Polymer Beads


1) Prepare a 10% acetic anhydride solution just before use. More specifically, 900 μL of methanol takes into an Eppendorf tube, add 100 μL of acetic anhydride (Wako Pure Chemical; Cat No. 012-08545), and mix them.


2) Insert the reaction tube into the 1.5 mL Eppendorf tube.


3) Add 100 μL of the 10% acetic anhydride solution to the polymer beads.


4) Place the tube at room temperature for 30 minutes.


Step 5: Washing Polymer Beads


1) Insert the reaction tube into the 2 mL Eppendorf tube.


2) Centrifuge the tube to drain the acetic anhydride solution.


3) Wash the polymer beads with 200 μL of 10 mM hydrochloric acid twice.


4) Wash the polymer beads with 200 μL of methanol twice.


5) Wash the polymer beads with 200 μL of dimethyl sulfoxide (DMSO) (Wako Pure Chemical; Cat No. 048-21985) twice.


Step 6: Sialic Acid Protection (Methyl Esterification)


1) Insert the reaction tube into the 1.5 mL Eppendorf tube.


2) Prepare a solution of 500 mM 1-methyl-3-p-tolyltriazene (MTT) (Tokyo Chemical Industry; Cat No. M0641, sialic acid methyl esterification reagent) just before use. Meter MTT (74.6 mg) in an Eppendorf tube, to which 1 mL of DMSO is added to dissolve.


3) Add the MTT solution (100 μL) to the polymer beads.


4) Heat the tube in a heat block at 60° C. for an hour without covered it with a lid.


Step 7: Washing Polymer Beads


1) Insert the reaction tube into the 2 mL Eppendorf tube.


2) Centrifuge the tube to drain the MTT solution.


3) Wash the polymer beads with 200 μL of methanol twice.


4) Wash the polymer beads with 200 μL of pure water twice.


Step 8: Re-Releasing/Labeling of Sugar Chains


1) Insert the reaction tube into the 1.5 mL Eppendorf tube.


2) Add 220 μL of pure water to a tube containing a labeling compound for MALDI-TOF MS (labeled as “Labeling reagent for MALDI-TOF MS”) and vortex the tube to dissolve the compound (reagent concentration: 20 mM). The solution of the labeling compound for MALDI-TOF MS was divided into smaller portions and cryopreserved at −20° C. or lower to avoid Repeated freeze-thaw cycles.


3) Add 20 μL of the solution of the labeling compound for MALDI-TOF MS to the polymer beads.


4) Add 180 μL of 2% acetic acid/acetonitrile.


5) Heat the tube in a heat block at 80° C. for an hour without cover it with a lid.


6) Check to see that the solvent is completely evaporated and the beads are dried up. If not, continue heating for another 15 minutes.


Step 9: Collection of Labeled Sugar Chains


1) Insert the reaction tube into a new 1.5 mL Eppendorf tube.


3) Add 50 μL of pure water to the polymer beads.


3) Centrifuge the tube to collect the solution in the Eppendorf tube. The collected solution contains labeled sugar chains and the unreacted solution of the labeling compound for MALDI-TOF MS.


Step 10: Removal of Excess Reagent (in the Case of MALDI-TOF MS)


Excess reagent was removed according to the following procedure:


1) Add 950 μL of acetonitrile to the collected sugar chain solution (about 50 μL) and mix them (dilute the collected sugar chain solution to give a 95% acetonitrile solution).


2) Place the “cleanup column” in a centrifuge.


3) Wash the cleanup column with 200 μL of pure water once.


4) Wash the cleanup column with 200 μL of acetonitrile twice.


5) Add the total quantity of the sugar chain solution prepared in 1) to the cleanup column.


6) Wait for 10 minutes to allow the solution to flow down under gravity.


7) Perform centrifugation to allow the remaining solution to pass through.


8) Discard the waste liquid accumulated in the tube, insert the column into the tube again, and place it in a centrifuge.


9) Wash the cleanup column with 300 μL of acetonitrile twice.


10) Discard the waste liquid accumulated in the tube, insert the cleanup column into the tube again, and perform centrifugation to remove acetonitrile more thoroughly.


11) Insert the cleanup column into a new 1.5 mL Eppendorf tube.


12) Add 50 μL of pure water.


13) Perform centrifugation to collect the labeled sugar chain solution in the Eppendorf tube.


14) The thus-collected sample was subjected to MALDI-TOF MS measurement.


(17-2-3) Releasing of Sugar Chains from Glycoproteins, Purification, and


labeling


In order to confirm the reproducibility of the operations of the sugar chain purification kit BlotGlyco® (BS-45603) produced by Sumitomo Bakelite Co., Ltd., the reference sample (bovine serum IgG) was also used. The reference sample was subjected to sugar chain purification and labeling in accordance with the BlotGlyco® protocol (A) entitled “Operation Protocol for MALDI-TOF MS Analysis” (Ver. 120601). The purified and labeled sugar chain solution was measured by MALDI-TOF MS to confirm that the sugar chains had been collected successfully.


One milligram of glycoproteins in the reference sample (bovine serum IgG) was treated with trypsin and N-glycosidase (PNGase F) according to the following procedure.


First, the tube containing the glycoproteins (1 mg) was loaded with the following solutions:


an aqueous solution of 1 M ammonium bicarbonate (5 L) (prepared at the time of use),


Pure water (50 μL), and


an aqueous solution of 120 mM DTT (5 μL) (prepared at the time of use), and the tube was vortexed to allow the glycoproteins to dissolve completely.


After the solution was placed at 60° C. for 30 minutes, an aqueous solution (10 μL) of 123 mM IAA was added, and the tube was placed at room temperature for an hour under shading. To the resulting solution was further added trypsin (400 units). Trypsion was prepared by dissolving trypsin in a 1 mM HCl solution at 40 unit/μL and 10 μL of trypsion solution was added to the sample solution. The trypsin-containing solution was placed in an incubator at 37° C. for at least one hour and then heated in a heat block at 90° C. for 5 minutes to thereby inactivate the trypsin.


Next, N-glycosidase (PNGase F) (5 μL=5 units) was added, and the solution was placed in an incubator at 37° C. overnight (for at least 12 hours) to thereby release sugar chains from the glycoproteins.


The thus-released sugar chains were purified and labeled according to the steps described in “(17-2-2) Sugar chain purification and labeling”.


(17-2-4) MALDI-TOF MS Measurement


1) Prepare a matrix solution. Meter 10 mg of 2,5-dihydroxybenzoic acid (DHB; MALDI matrix grade) in a sample tube, add acetonitrile (300 L) and pure water (700 μL), and allow it to dissolve.


2) Mix the matrix solution and the labeled sugar chain solution at a ratio of 1:1 (e.g., 1 μL+1 μL).


3) Spot 1 μL of the sample solution prepared in 2) onto a MALDI target plate and let it stand still to dry up. Also spot the sample solution prepared by dilution at 1/10, 1/100 and so on with the matrix solution.


4) MALDI-TOF MS: Use Autoflex II TOF/TOF (Bruker Daltonics) to perform MALDI-TOF MS measurement.


* Noise peaks derived from a re-release reagent are observed in the range of m/z 900 to 1100, which was measured on condition that any peaks for m/z 1200 and below be cut off.


(17-2-5) Calculating Mass Number


The reduced terminals of sugar chains were labeled with the labeling compound for MALDI-TOF MS (exact mass: 447.22) by dehydration condensation (Mol. Cell. Proteomics 4, 1977-1989 (2005)).


The carboxyl groups of sialic acid were methy esterified (mass number: +14.02 per one sialic acid residue).


The sugar chains labeled using the sugar chain purification kit BlotGlyco® (BS-45603) produced by Sumitomo Bakelite Co., Ltd. were mainly detected as a proton adduct [M+H]+ (some were also detected as [M+Na]+ or [M+K]+).


The mass number M of the sugar chain detected as [M+H]+ was calculated using the following equation:





Mass number M of sugar chain=[Observed m/z]−447.22+18.01−14.02×N−1.00.


(17-3) Results of Sugar Chain Analysis


Among the investigated cells, the sugar chains specific to the four induced malignant stem cells (CC4-c, CC4-d, CC1-2, CC1-7) are listed in Table 37 below.














TABLE 37





Obsd. m/z
S/N ratio
Intensity
Area
dmass
Estimated glycan composition (‘GlycoMod’ tool)















Table 37A: Sugar chains specific to the induced malignant stem cells (CC4-c)












1997.63
5.6
165.1
260
−0.165
(Hex)1 (HexNAc)1 (Deoxyhexose)2 +







(Man)3(GlcNAc)2


2474.7
4.2
98.26
215
−0.215
(Hex)7 + (Man)3(GlcNAc)2


2508.78
3.4
78.56
182
−0.206
(Hex)2 (HexNAc)2 (Deoxyhexose)3 +







(Man)3(GlcNAc)2







Table 37B: Sugar chains specific to the induced malignant stem cells (CC4-d)












1997.48
12.6
306.91
312
−0.315
(Hex)1 (HexNAc)1 (Deoxyhexose)2 +







(Man)3(GlcNAc)2


2474.55
4
84.99
166
−0.365
(Hex)7 + (Man)3(GlcNAc)2


2508.58
5
109.57
180
−0.401
(Hex)2 (HexNAc)2 (Deoxyhexose)3 +







(Man)3(GlcNAc)2







Table 37C: Sugar chains specific to the induced malignant stem cells (CC1-2)












2521.94
7.1
180.33
426
−0.039
(Hex)2 (HexNAc)2 (Deoxyhexose)1 (NeuAc)1 +







(Man)3(GlcNAc)2


2668.01
6.4
146.99
412
−0.031
(Hex)2 (HexNAc)2 (Deoxyhexose)2 (NeuAc)1 +







(Man)3(GlcNAc)2


2827.12
4.3
86.57
322
0.023
(Hex)2 (HexNAc)2 (Deoxyhexose)1 (NeuAc)2 +







(Man)3(GlcNAc)2







Table 37D: Sugar chains specific to the induced malignant stem cells (CC1-7)












2521.51
5.8
116.2
252
0.474
(Hex)2 (HexNAc)2 (Deoxyhexose)1 (NeuAc)1 +







(Man)3(GlcNAc)2


2667.55
3.8
68.42
180
−0.486
(Hex)2 (HexNAc)2 (Deoxyhexose)2 (NeuAc)1 +







(Man)3(GlcNAc)2


2826.68
3.8
69.65
169
−0.415
(Hex)2 (HexNAc)2 (Deoxyhexose)1 (NeuAc)2 +







(Man)3(GlcNAc)2









The results of the comparative analyses of sugar chains are shown in FIG. 3. In this figure, the following comparisons were made:


comparison among the sugar chains of the cell population (ncc1) derived from colon non-cancer site tissues (FIG. 3-1), those of the cell population (cc1) derived from fresh colon cancer site tissues (FIG. 3-2), and those of the induced malignant stem cells (CC12, CC17) prepared from fresh colon cancer tissues (FIGS. 3-3 and 3-4), which were collected from the individual of donor No. 4;


comparison among the sugar chains of the cell population (ncc4) derived from colon non-cancer site tissues (FIG. 3-5), those of the cell population (cc4) derived from fresh colon cancer site tissues (FIG. 3-6), and those of the induced malignant stem cells (CC4_c, CC4_D) prepared from fresh colon cancer tissues (FIGS. 3-7 and 3-8), which were collected from the individual of donor No. 5; and


comparison of the above-noted sugar chains with those of the induced pluripotent stem cells (NFB14) prepared from fibroblasts (7F3956) (FIG. 3-9) collected from the individual of donor No. 6.


As a result of these comparisons, it was found that the induced malignant stem cells analyzed in this Example can be considered as cells characterized both by aberrations of endogenous cancer-related sugar chains and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42). In other words, it was found that the induced malignant stem cells analyzed in this Example can be considered as cells characterized both by having the structure of cancer-related sugar chains and by expression of the ES cell-specific genes (OCT3/4, NANOG, SOX2, ZFP42).


Example 18
Detection for Expression of Embryonic Stem (ES) Cell-Specific Genes in Induced Malignant Stem Cells (1)

In this Example, (2) expression of the ES cell-specific genes (SOX2 gene, NANOG gene, OCT3/4 (POU5F1) gene, ZFP42 gene) and the housekeeping gene (GAPDH) in induced malignant stem cells was detected.


(18-1) Materials


The (2) the ES cell-specific genes in induced malignant stem cells was detected by analyzing the levels of the intended genes expressed in the induced malignant stem cells prepared in the present invention using reverse transcription quantitative-PCR(RT-qPCR).


The following samples were used in the detection for (2) the ES cell-specific genes in induced malignant stem cells:


induced malignant stem cells (GC21, GC25, GC210) prepared from fresh gastric cancer tissues collected from the individual of donor No. 1;


induced malignant stem cells (CC35, CC36) prepared from fresh colon cancer tissues collected from the individual of donor No. 2;


induced malignant stem cells (GC14, GC16, GC17, GC18, GC19, GC110) prepared from fresh gastric cancer tissues, and induced non-malignant stem cells (NGC16, NGC17) prepared from fresh gastric cancer tissues, which were collected from the individual of donor No. 3;


induced malignant stem cells (CC11, CC12, CC17, CC18, CC19, CC111, CC112, CC117, CC118, CC125) prepared from fresh colon cancer tissues collected from the individual of donor No. 4; and


induced malignant stem cells (CC4_c, CC4_(3), CC4_(6), CC4_(3)10, CC4_(4), CC430, CC4-10, CC4-31, CC4 (1), CC4 (2), CC4-D) prepared from fresh colon cancer tissues collected from the individual of donor No. 5.


The induced pulriponent stem (iPS) cells (NFB2-17 cells, 201B7 cells) were used as a positive control expressing the ES cell-specific genes. The NFB2-17 cells are induced pluripotent stem cells that the present inventors prepared from the fibroblasts of the individual of donor No. 7, and the 201B7 cells are induced pluripotent stem cells that were prepared by the Center for iPS Cell Research and Application, Kyoto University and procured from the RIKEN BioResource Center.


(18-2) Procedure


RNA purification:


RNA was purified using miRNeasy Mini Kit (50) (QIAGEN; Cat No. 217004) in accordance with the QIAGEN protocol attached to this kit.


RT-qPCR:


cDNA was synthesized from the thus-purified RNA by performing reaction in a 0.2 mL 8-strip PCR tube (WATSON; Cat No. 337-0208-C) closed with its corresponding 0.2 mL 8-strip PCR cap (WATSON; Cat No. 337-02CP-C) using iScript™ Advanced cDNA Synthesis Kit for RT-qPCR (BIO-RAD; including 5× iScript advanced reaction mix and iScript advanced reverse transcriptase) in accordance with the BIO-RAD protocol attached to this kit. PCR was performed using iCycler (BIO-RAD).


Reverse transcription was performed as follows.









TABLE 38







Reaction solution for use in cDNA synthesis reaction










Component
Volume







5xiScript advanced reaction mix
  2 μL



iScript advanced reverse transcriptase
0.5 μL



RNA template (Total RNA)
  1 μg



Nuclease-free water
Moderate



Total
 10 μL










The reaction solution having the composition shown in Table 38 above was placed in respective reaction tubes, and was incubated at 42° C. for 30 minutes to perform reverse transcription and then incubated at 85° C. for 5 minutes to inactivate reverse transcriptase.


The thus-prepared cDNA was used as a template to perform PCR. The PCR was performed using a reaction mixture with the following composition:









TABLE 39





Formulation of PCR solution


















SsoAdvanced SYBR Green SuperMix
 2.5 μL



Forward Primer (300 nM)
0.175 μL



Reverse Primer (300 nM)
0.175 μL



dH2O
 0.9 μL



Template
 1.25 μL



Total volume
   5 μL










on the CFX96 Real-Time System (BIO-RAD) in a 96-well PCR plate (Hard-Shell PCR Plate, 96-Well WHT/CLR; BIORAD). The PCR conditions were based on the following protocol: the incubation of 95° C. for 30 seconds, followed by 39 cycles of thermal cycle consisting of 95° C. for 5 seconds and 60° C. for 5 seconds, and then once of the thermal cycle of 95° C. for 5 seconds and 65° C. for 5 seconds.


The primers used for the PCR performed in this Example are as shown below.









TABLE 40







List of the PCR primers used for respective genes











Primer


Primer
Product


name
5′-sequence-3′
Tm
Size
size (bp)














GAPDH-F
ggcctccaaggagtaagacc
60.07
20
147


GAPDH-R
aggggtctacatggcaactg
59.99
20






OCT3/4-F
agtgagaggcaacctggaga
59.99
20
110


OCT3/4-R
acactcggaccacatccttc
59.97
20






SOX2-F
tggtacggtaggagctttgc
60.27
20
80


SOX2-R
tttttcgtcgcttggagact
59.99
20






NANOG-F
cagtctggacactggctgaa
60.02
20
149


NANOG-R
ctcgctgattaggctccaac
59.98
20






ZFP42-F
gaaagcgcttctctctggac
59.31
20
150


ZFP42-R
tcgtatttgcatgcgttagg
59.72
20









(18-3) Results


The results of the PCR performed in this Example are shown in Table 41 below.











TABLE 41









Cq (Ct)












Sample
SOX2
NANOG
OCT3/4
ZFP42
GAPDH










Table 41A: Expression of ES cell-specific genes (1) and GAPDH












GC2-1
19.16
20.41
17.27
22.99
15.48


GC2-5
21.06
23.93
18.93
25.29
17.16


GC2-10
19.33
20.38
17.27
23.31
15.58


CC3-5
20.24
21.11
17.73
29.25
15.51


CC3-6
20.49
22.57
18.56
26.71
16.84


GC1-4
20.33
22.37
18.32
24.40
16.21


GC1-6
19.93
22.74
18.32
25.12
16.37


GC1-7
19.59
21.26
18.18
24.06
15.81


GC1-8
20.14
19.56
17.14
22.21
15.24


GC1-9
19.72
21.32
17.37
22.15
15.44


GC1-10
19.41
21.38
17.33
23.76
15.84


NGC1-6
19.44
20.61
17.31
22.86
15.26


NGC1-7
19.92
21.04
17.52
23.41
15.35


CC1-1
19.79
21.28
17.22
22.80
15.08


CC1-2
19.56
21.89
17.94
24.02
15.70


CC1-7
19.24
21.15
17.33
23.07
15.27


CC1-8
19.62
20.96
16.99
23.22
15.02


CC1-9
19.12
21.23
17.04
23.56
15.08


CC1-11
19.36
21.24
17.14
23.16
15.14


CC1-12
19.47
21.78
16.82
23.15
15.19


CC1-17
19.64
20.55
17.11
22.30
15.73


CC1-18
19.55
22.12
18.12
25.57
16.26


CC1-25
19.32
21.55
17.29
24.05
15.25


CC4-C
30.05
31.22
24.09
N.T.
15.46


CC4-D
32.21
31.48
24.67
34.47
16.63


CC4_1
27.61
31.71
24.92
37.16
16.09


CC4_2
33.72
31.38
24.97
36.61
17.06


CC4(3)
28.56
30.76
24.34
36.46
15.90


CC4(3)-10
29.23
30.42
23.50
38.23
15.22


CC4(4)
28.37
30.57
23.60
37.26
15.48


CC4(6)
26.28
30.28
23.90
34.78
15.28


CC4-10
31.45
32.98
24.14
36.16
15.62


CC4-30
30.34
30.31
23.58
36.83
15.48


CC4-31
32.54
30.66
23.85
39.34
15.12


201B7
19.57
21.44
17.42
25.45
17.07







Table 41B: Expression of ES cell-specific genes (2) and GAPDH












GC2-2
20.62
21.56
17.35
24.22
16.35


GC2-4
20.09
21.96
17.39
24.27
16.37


GC2-7
20.65
21.36
17.23
24.49
16.15


GC2-13
23.19
23.60
19.04
28.15
17.33


GC2-16
22.25
22.66
18.35
26.36
17.61


CC4-C
31.15
32.63
24.10
37.26
15.20


CC4_(9)-5
37.24
31.35
24.86
39.45
16.36


CC4_(9)-11
33.77
32.85
25.76
38.08
17.44


CC4_(9)-13
30.91
31.50
25.58
38.40
17.11


NFB2-17
21.33
24.06
18.76
28.69
16.91


201B7
20.53
22.38
17.93
25.86
17.77









The expression of the ES cell-specific genes (POU5F1 gene, NANOG gene, SOX2 gene, ZFP42 gene) in induced malignant stem cells was detected by qRT-PCR. As is evident from the results, all the induced malignant stem cells investigated in this Example expressed the ES cell-specific genes (POU5F gene, NANOG gene, SOX2 gene, ZFP42 gene). The induced malignant stem cells (GC21, GC25, GC210, CC35, CC36, GC14, GC16, GC17, GC18, GC19, GC110, NGC16, NGC17, CC11, CC12, CC17, CC18, CC19, CC110, CC112, CC117, CC118, CC125) expressed the ES cell-specific genes (POU5F1 gene, NANOG gene, SOX2 gene, ZFP42 gene) in amounts almost comparable to (ranging 1/8 to 8 times) the induced pluripotent stem cells (NFB2-17 cells, 201 B7 cells).


Example 19
Detection for Expression of Embryonic Stem (ES) Cell-Specific Genes in Induced Malignant Stem Cells (2)

In this Example, (2) expression of the ES cell-specific genes in induced malignant stem cells was detected by microarrays. More specifically, gene expression was analyzed using the total RNAs extracted from the four induced malignant stem cells (cc11, gc21, gc25, gc210) in Agilent Whole Human Genome Oligo Microarray (4×44K).


(19-1) Materials


The (2) the ES cell-specific genes in induced malignant stem cells was detected by making microarray-based analysis of the expression of the intended genes in the induced malignant stem cells prepared in the present invention.


The following samples were used in the detection for (2) the ES cell-specific genes in induced malignant stem cells:


induced malignant stem cells (GC21, GC25, GC210) prepared from fresh gastric cancer tissues collected from the individual of donor No. 1; and


induced malignant stem cells (CC11) prepared from fresh colon cancer tissues collected from the individual of donor No. 4.


(19-2) Analysis Procedure


In this Example, analysis was performed by basically the same procedure as described in Example 13. More specifically, complementary RNA (cRNA) was synthesized from the targeted RNA extracted from each of the above-described cells and was fluorescently labeled with a cyanine dye, using Agilent Quick Amp Labeling Kit in accordance with the Agilent protocol. The cyanine-dye-labeled cRNA was added to a hybridization buffer and allowed to hybridize for 17 hours with Whole Human Genome Oligo Microarray (4×44K) using Agilent Gene Expression Hybridization Kit. After washing, the DNA microarray image was scanned by Agilent Microarray Scanner, and fluorescence signals from the spots were digitized by Feature Extraction Software (v.10.7.3.1).


(19-3) Experimental Results


As a result of the quality evaluation of the samples described in “(19-2) Materials”, the quality of all the samples was assured both by the determination of electrophoresis patterns and by the quantitation of total RNA amounts.


Next, each of the obtained samples were used to synthesize cRNA, and the amounts of fluorescently-labeled cRNAs were determined. As a result, it was confirmed that the cRNAs had been obtained in the amount required for hybridization with a microarray chip.


So, hybridization was performed onto the Agilent Whole Human Genome Oligo DNA Microarray (4×44K) chip with 31 expression probes designed for the following 23 genes characteristically expressed in the human embryonic stem cells. Table 42 below lists the GeneSymbols and Genebank Accession Nos. of these genes.









TABLE 42







Genes characteristically expressed in the human embryonic stem cells










GeneSymbol
GenbankAccession







ACVR2B
NM_001106



CD24
L33930



CDH1
NM_004360



CYP26A1
NM_057157



DNMT3B
NM_175850



DPPA4
NM_018189



EDNRB
NM_003991



FLT1
NM_002019



GABRB3
NM_000814



GATA6
NM_005257



GDF3
NM_020634



GRB7
NM_005310



LIN28
NM_024674



NANOG
NM_024865



NODAL
NM_018055



PODXL
NM_005397



POU5F1
NM_002701



SALL4
NM_020436



SOX2
NM_003106



TDGF1
NM_003212



TERT
NM_198253



ZFP42
NM_174900



ZIC3
NM_003413










As a result of the image analysis performed after the hybridization and washing, it was confirmed that the hybridization had been successfully performed. The images and digital data after the hybridization analyzed by Feature Extraction Software were stored on the storage media.


The analysis was performed using GeneSpring. All the 31 probes for the 23 genes characteristically expressed in the human embryonic stem cells as shown in Table 42 were expressed in the human induced malignant stem cells GC2-1, GC2-5, GC2-10 and CC1-1 in amounts almost comparable to (ranging 1/4 to 4 times or 1/8 to 4 times) the human induced pluripotent stem cells NFB2-17 (FIG. 4 (a) to (d)). The lines drawn in each of these figures represent the levels of 1/4 and 4 times.


It was also found that the four human induced malignant stem cells GC2-1, GC2-5, GC2-10 and CC1-1 expressed the 23 ES cell-specific genes at almost comparable levels (within the range of ⅛ to 8 times) to the induced pluripotent stem cells 201B7.

Claims
  • 1. An induced malignant stem cell capable of in vitro proliferation that is characterized by satisfying the following two requirements: (1) having at least one aberration selected from among (a) an aberration of methylation (high or low degree of methylation) in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA, (b) a somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA, (c) abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene, (d) abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA, (e) abnormal expression of an endogenous cancer-related protein, (f) an aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism), (g) an aberration of endogenous cancer-related sugar chain, (h) an aberration of copy number variations in endogenous genomic DNA, and (i) instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell; and(2) expressing genes including POU5F1 gene, NANOG gene, SOX2 gene, and ZFP42 gene.
  • 2. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the aberration of methylation in a tumor suppressor gene or a cancer-related genetic region in endogenous genomic DNA under (1)(a) above is an aberration of methylation at the 5 position of cytosine base (C) in CpGs located between the genome start point and the genome terminal point of the genomic DNAs (GeneSymbol_NO.) listed in the following table:
  • 3. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA under (1)(b) above comprises a passenger mutation.
  • 4. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA under (1)(b) above is a driver mutation.
  • 5. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the somatic mutation of a tumor suppressor gene or a somatic mutation of an endogenous cancer-related gene in endogenous genomic DNA under (1)(b) occurs in at least one of the genes listed in the following table:
  • 6. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the abnormal expression (increased or reduced/lost expression) of an endogenous oncogene or an endogenous tumor suppressor gene under (1)(c) above occurs in at least one of the genes mentioned in (1)(b).
  • 7. The induced malignant stem cell capable of in vitro proliferation according to claim 6, wherein the abnormal expression of an endogenous oncogene or an endogenous tumor suppressor gene is an increased expression of the endogenous oncogene or a reduced/lost expression of the endogenous tumor suppressor gene.
  • 8. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the abnormal expression (increased or reduced/lost expression) of a noncoding RNA such as an endogenous cancer-related microRNA under (1)(d) above occurs in at least one of the microRNAs listed in the following table:
  • 9. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the abnormal expression of an endogenous cancer-related protein under (1) (e) above is either due to an increased expression or reduced/lost expression of protein as compared with the expression in induced pluripotent stem cells or due to the expression of a cancer-specific antigen.
  • 10. The induced malignant stem cell capable of in vitro proliferation according to claim 9, wherein the protein that might show abnormal expression (increased expression or reduced/lost expression) or the cancer-specific antigen is either one of Muc-1, VEGF-C, HnRNP A2/B1, E2F3, MAGE A4, MMP-9, Cytokeratin-19, E2F1, c-kit, Muc-4, Cytokeratin-20, c-met, L-myc, MDR1, hCGβ, COX-2, CA125, MAGE A12, NSE, c-myc, CD44, Her2/Neu, RCAS1, bcl-2, FGFR2, HIF-1α, GPC3, Cyclin D1, mdm2, Cytokeratin-7, MMP-2, Survivin, hTERT, Gli1, Thyroglobulin, VEGF-A, AFP, CEA, CGA, EGFR, MAGE A1, MAGE A3/A6, Muc-7, ProGRP, PSA, SCC, IGF2, DLK-1, and WT-1.
  • 11. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the aberration of endogenous cancer-related metabolism (hypermetabolism or hypometabolism) under (1)(f) is characterized by having a metabolomic aberration compared with induced pluripotent stem cells or showing an enhancement in the glycolysis system as compared with induced pluripotent stem cells.
  • 12. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the aberration of endogenous cancer-related sugar chain under (1)(g) is either due to abnormal expression of sugar chain as compared with induced pluripotent stem cells or due to the expression of cancer-specific sugar chain.
  • 13. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the aberration of copy number variations in endogenous genomic DNA under (1)(h) indicates an increase or decrease in the genetic copy number in the cell under test as compared with the genomic DNA of a reference cell.
  • 14. The induced malignant stem cell capable of in vitro proliferation according to claim 1, wherein the instability of microsatellites in endogenous genomic DNA in an induced malignant stem cell under (1)(i) is an alteration in the repeat number of microsatellites in mismatch repair genes MLH1 gene, MSH2 gene, MSH6 gene, and PMS2 gens.
  • 15. The induced malignant stem cell capable of in vitro proliferation according to any one of claims 1 to 14, wherein the genes under (2) above are expressed in amounts ranging from one eighth to eight times the amounts expressed in an undifferentiated embryonic stem cell as a control.
  • 16. The induced malignant stem cell capable of in vitro proliferation according to any one of claims 1 to 15, wherein the cell is a human cell.
  • 17. A process for producing an induced malignant stem cell capable of in vitro proliferation, characterized by performing an induction step where a starter somatic cell prepared from a fresh cancer tissue or a non-cancer tissue taken from a carcinogenic mammal is placed in such a state that the genetic product or products of one to six genes selected from among POU5F1 gene, SOX2 gene, c-Myc gene, KLF4 gene, LIN28 gene, and NANOG gene are present in the starter somatic cell.
  • 18. The process for producing an induced malignant stem cell capable of in vitro proliferation according to claim 17, wherein the genetic product is a gene, RNA, or a protein.
  • 19. The process for producing an induced malignant stem cell capable of in vitro proliferation according to claim 17 or 18, wherein the fresh cancer tissue is fresh cancer tissue of a solid cancer or of a carcinoma.
  • 20. The process for producing an induced malignant stem cell capable of in vitro proliferation according to any one of claims 17 to 19, wherein the starter somatic cell is prepared from a fresh cancer tissue selected from among stomach cancer, colon cancer, breast cancer, kidney cancer, lung cancer, and liver cancer.
  • 21. A cancer cell induced and prepared from the induced malignant stem cell capable of in vitro proliferation according to claim 1.
  • 22. A method of screening selected from among a method of screening for a target in the discovery of a cancer therapeutic drug, a method of screening for a candidate for cancer therapeutic drug, and a method of screening for a cancer diagnostic drug, which is characterized by using the induced malignant stem cell capable of in vitro proliferation according to claim 1 or the cancer according to claim 21.
  • 23. The method of screening according to claim 22, which is performed using either one of a nucleic acid such as siRNA, cDNA, microRNA, or antisense RNA/DNA, a low-molecular weight compound, a peptide, and an antibody, or combinations thereof.
  • 24. A process for preparing a cancer vaccine characterized by using the induced malignant stem cell capable of in vitro proliferation according to claim 1 or the cancer according to claim 21.
  • 25. A process for preparing a cancer model animal characterized by transplanting the induced malignant stem cell capable of in vitro proliferation according to claim 1 or the cancer according to claim 21 into a laboratory animal.
  • 26. A method of identifying a methylator phenotype, a mutator phenotype, a driver mutation, or a target in drug discovery that are characteristic of cancer by omics analysis using the induced malignant stem cell capable of in vitro proliferation according to claim 1.
  • 27. The method of identifying according to claim 26, wherein the omics analysis is selected from epigenomic analysis, genomic analysis, trascriptome analysis, proteome analysis, glycome analysis, or metabolme analysis.
  • 28. A methylator phenotype, a mutator phenotype, a driver mutation, or a target in drug discovery that is characteristic of cancer, as identified by the method of identifying according to claim 26 or 27.
  • 29. A pharmaceutical candidate directed to the methylator phenotype, mutator phenotype, driver mutation, or target in drug discovery that is characteristic of cancer according to claim 28.
  • 30. The pharmaceutical candidate according to claim 29, which is a nucleic acid such as siRNA, cDNA, microRNA, or antisense RNA/DNA, a low-molecular weight compound, a peptide, or an antibody.
Provisional Applications (1)
Number Date Country
61565064 Nov 2011 US