Method and nucleic acids for the analysis of a lung cell proliferative disorder

Abstract
The present invention relates to modified and genomic sequences, to oligonucleotides and/or PNA-oligomers for detecting the cytosine methylation state of genomic DNA, as well as to a method for ascertaining genetic and/or epigenetic parameters of genes for use in the differentiation, diagnosis, treatment and/or monitoring of lung cell proliferative disorders, or the predisposition to lung cell proliferative disorders.
Description
FIELD OF THE INVENTION

The levels of observation that have been studied by the methodological developments of recent years in molecular biology, are the genes themselves, the translation of these genes into RNA, and the resulting proteins. The question of which gene is switched on at which point in the course of the development of an individual, and how the activation and inhibition of specific genes in specific cells and tissues are controlled is correlatable to the degree and character of the methylation of the genes or of the genome. In this respect, pathogenic conditions may manifest themselves in a changed methylation pattern of individual genes or of the genome.


The present invention relates to nucleic acids, oligonucleotides, PNA-oligomers, and to a method for the analysis of lung cell proliferative disorders, the differentiation between subclasses of said disorder or the detection of a predisposition to said disorders, by analysis of the genetic and/or epigenetic parameters of genomic DNA and, in particular, with the cytosine methylation status thereof.


Lung cancer is among the most commonly occurring malignancies in the world and is one of the few that continues to show an increasing incidence. In men it is the leading cause of of death in Western countries. In 2000, the incidence in the US is estimated to be 164 000 new cases and 157 000 deaths from the disease. 5 year survival rates are only 14% in the US (Ginsberg et al., Principles & Practice of Oncology. 6th Edition). The most prominent risk factor is smoking, around 80% of lung cancer deaths among men and 75% among women are likely to be attributable to smoking (Minna et al., Cancer: principles and practice of oncology, 3rd ed., 1989).


Lung cancer falls into two major histologic classes, small cell lung cancer and non-small cell lung cancer. The latter one represents 82% of lung cancer cases (Murren et al., Principles & Practice of Oncology. 6th Edition) and can be further subclassified into squamous cell carcinoma, once the most frequent of all lung cancers in North America, and adenocarcinoma, to which 40% of new lung cancer cases can be attributed (Ginsberg et al., Principles & Practice of Oncology. 6th Edition). Squamous cell carcinoma arises most frequently in the proximal segmental bronchi. Because of the ability of squamous cells to exfoliate, this tumour can be detected by cytologic examination of sputum. Adenocarcinoma usually arises more peripherally and has a somewhat worse prognosis compared to squamous cell carcinoma.


Because of the poor prognosis of lung cancer, identification of patients at an early stage, where the disease can still be cured, is of outstanding importance. Currently, most patients present with metastatic (stage IV) disease (Ginsberg et al., Principles & Practice of Oncology. 6th Edition). Sputum or bronchoalveolar lavage analysis, imaging techniques from conventional chest radiography to spiral computed tomography, percutaneous fine-needle aspiration, bronchoscopy are used to diagnose patients in whom the disease is suspected. Whereas helical computed tomographic scans are particularly successful in picking up small peripheral adenocarcinomas that cannot yet be visualised by standard chest x-rays, cytologic examination of sputum provides a high sensitivity for central squamous cell lesions. However, because of their invasiveness, radiation exposure and, above all, the high number of false positives, these methods are currently only applied in a very small subset of individuals known to be at high risk for the disease or if symptoms are already present.


In the last decade, knowledge has accumulated on molecular alterations which occur during progression from dysplasia or atypia to cancerous lesions of the lung. These alterations include chromosomal abnormalities such as deletions of 3p, 9p and 17p (Sekido et al., Principles & Practice of Oncology. 6th Edition), microsatellite instability (Sekido et al., Biochim Biophys Acta 1998, 1378: F21), activation of protooncogenes, e.g. EGFR, ERBB2, KIT, and MET (Rusch et al., Clin Cancer Res 1997, 3:515, Tsai et al., Cancer Res 1996, 56:206, Krystal et al., Cancer Res 1998, 58:4660), inactivation of tumor suppressor genes like p53 (Bennett et al., J Pathol 1999, 187:8), p16 (Sekido et al., Biochim Biophys Acta 1998, 1378: F21, Belinsky et al., PNAS USA 1998, 95: 11891) and RB (Reissmann et al., Oncogene 1993, 8:1913). One of the earliest molecular alterations in tumorigenesis is aberrant DNA methylation. In a recent study, Dai and coworkers were able to show that out of 1184 CpG islands screened by RLGS analysis up to 5.3% are methylated in some non-small cell lung cancers. In addition, aberrant methylation could be detected not only in the tumour itself, but also in different body fluids, such as serum (Esteller et al., Cancer Res, 1999, 59:67) and bronchoalveolar lavage samples (Ahrendt et al., J Natl Cancer Inst 91:332).


Molecular markers offer the advantage that even samples of very small sizes and samples whose tissue architecture has not been maintained, e.g. very small biopsies or single cells can be analysed quite efficiently. In addition, molecular alterations identified in different tumour types can be detected also in body fluids such as serum, plasma, sputum or bronchoalveolar lavage, probably much earlier than cytological analysis. Detailed knowledge of the molecular pathogenesis of a disease also offers the possibility to develop new drugs targeted specifically at alterations occurring at a specific stage in the disease.


Aberrant DNA methylation within CpG islands is common in human malignancies leading to abrogation or overexpression of a broad spectrum of genes (Jones, P. A. Cancer Res 65:2463-2467, 1996). Abnormal methylation has also been shown to occur in CpG rich regulatory elements in intronic and coding parts of genes for certain tumours (Chan, M. F., et al., Curr Top Microbiol Immunol 249:75-86,2000). Highly characteristic DNA methylation patterns could also be shown for breast cancer cell lines (Huang, T. H.-M., et al., Hum Mol Genet 8:459-470, 1999). Large-scale methylation analysis has not been applied to lymphomas so far, but alterations of the methylation of single genes have been described in several subtypes of Non-Hodgkin lymphoma, e.g. TCL1 (Yuille et al., Genes Chromosomes Cancer 2001, 30:336-41), p15 and AR (Baur et al., Blood. 1999, 94:1773-81, Martinez-Delgado et al., Leukemia 1998 12:937-41), the androgen receptor (McDonald et al., Genes Chromosomes Cancer. 2000 28:246-57), and the MyoD1 gene (Taylor et al., Leukemia. 2001, 15:583-9).


5-methylcytosine is the most frequent covalent base modification in the DNA of eukaryotic cells. It plays a role, for example, in the regulation of the transcription, in genetic imprinting, and in tumorigenesis. Therefore, the identification of 5-methylcytosine as a component of genetic information is of considerable interest. However, 5-methylcytosine positions cannot be identified by sequencing since 5-methylcytosine has the same base pairing behaviour as cytosine. Moreover, the epigenetic information carried by 5-methylcytosine is completely lost during PCR amplification.


A relatively new and currently the most frequently used method for analysing DNA for 5-methylcytosine is based upon the specific reaction of bisulfite with cytosine which, upon subsequent alkaline hydrolysis, is converted to uracil which corresponds to thymidine in its base pairing behaviour. However, 5-methylcytosine remains unmodified under these conditions.


Consequently, the original DNA is converted in such a manner that methylcytosine, which originally could not be distinguished from cytosine by its hybridisation behaviour, can now be detected as the only remaining cytosine using “normal” molecular biological techniques, for example, by amplification and hybridisation or sequencing. All of these techniques are based on base pairing which can now be fully exploited. In terms of sensitivity, the prior art is defined by a method which encloses the DNA to be analysed in an agarose matrix, thus preventing the diffusion and renaturation of the DNA (bisulfite only reacts with single-stranded DNA), and which replaces all precipitation and purification steps with fast dialysis (Olek A, Oswald J, Walter J. A modified and improved method for bisulphite based cytosine methylation analysis. Nucleic Acids Res. 1996 Dec. 15; 24(24):5064-6). Using this method, it is possible to analyse individual cells, which illustrates the potential of the method. However, currently only individual regions of a length of up to approximately 3000 base pairs are analyzed, a global analysis of cells for thousands of possible methylation events is not possible. However, this method cannot reliably analyse very small fragments from small sample quantities either. These are lost through the matrix in spite of the diffusion protection.


An overview of the further known methods of detecting 5-methylcytosine may be gathered from the following review article: Rein, T., DePamphilis, M. L., Zorbas, H., Nucleic Acids Res. 1998, 26, 2255.


To date, barring few exceptions (e.g., Zeschnigk M, Lich C, Buiting K, Doerfler W, Horsthemke B. A single-tube PCR test for the diagnosis of Angelman and Prader-Willi syndrome based on allelic methylation differences at the SNRPN locus. Eur J Hum Genet. 1997 March-April; 5(2):94-8) the bisulfite technique is only used in research. Always, however, short, specific fragments of a known gene are amplified subsequent to a bisulfite treatment and either completely sequenced (Olek A, Walter J. The pre-implantation ontogeny of the H19 methylation imprint. Nat Genet. 1997 November; 17(3):275-6) or individual cytosine positions are detected by a primer extension reaction (Gonzalgo M L, Jones P A. Rapid quantitation of methylation differences at specific sites using methylation-sensitive single nucleotide primer extension (Ms-SNuPE). Nucleic Acids Res. 1997 Jun. 15; 25(12):2529-31, WO 95/00669) or by enzymatic digestion (Xiong Z, Laird P W. COBRA: a sensitive and quantitative DNA methylation assay. Nucleic Acids Res. 1997 Jun. 15; 25(12):2532-4). In addition, detection by hybridisation has also been described (Olek et al., WO 99/28498).


Further publications dealing with the use of the bisulfite technique for methylation detection in individual genes are: Grigg G, Clark S. Sequencing 5-methylcytosine residues in genomic DNA. Bioessays. 1994 June; 16(6):431-6, 431; Zeschnigk M, Schmitz B, Dittrich B, Buiting K, Horsthemke B, Doerfler W. Imprinted segments in the human genome: different DNA methylation patterns in the Prader-Willi/Angelman syndrome region as determined by the genomic sequencing method. Hum Mol Genet 1997 March; 6(3):387-95; Feil R, Charlton J, Bird A P, Walter J, Reik W. Methylation analysis on individual chromosomes: improved protocol for bisulphite genomic sequencing. Nucleic Acids Res. 1994 Feb. 25; 22(4):695-6; Martin V, Ribieras S, Song-Wang X, Rio M C, Dante R. Genomic sequencing indicates a correlation between DNA hypomethylation in the 5′ region of the pS2 gene and its expression in human breast cancer cell lines. Gene. 1995 May 19; 157(1-2):261-4; WO 97/46705, WO 95/15373, and WO 97/45560.


An overview of the Prior Art in oligomer array manufacturing can be gathered from a special edition of Nature Genetics (Nature Genetics Supplement, Volume 21, January 1999), published in January 1999, and from the literature cited therein.


Fluorescently labelled probes are often used for the scanning of immobilised DNA arrays. The simple attachment of Cy3 and Cy5 dyes to the 5′-OH of the specific probe are particularly suitable for fluorescence labels. The detection of the fluorescence of the hybridised probes may be carried out, for example via a confocal microscope. Cy3 and Cy5 dyes, besides many others, are commercially available.


Matrix Assisted Laser Desorption Ionization Mass Spectrometry (MALDI-TOF) is a very efficient development for the analysis of biomolecules (Karas M, Hillenkamp F. Laser desorption ionisation of proteins with molecular masses exceeding 10,000 daltons. Anal Chem. 1988 Oct. 15; 60(20):2299-301). An analyte is embedded in a light-absorbing matrix. The matrix is evaporated by a short laser pulse thus transporting the analyte molecule into the vapour phase in an unfragmented manner. The analyte is ionised by collisions with matrix molecules. An applied voltage accelerates the ions into a field-free flight tube. Due to their different masses, the ions are accelerated at different rates. Smaller ions reach the detector sooner than bigger ones.


MALDI-TOF spectrometry is excellently suited to the analysis of peptides and proteins. The analysis of nucleic acids is somewhat more difficult (Gut I G, Beck S. DNA and Matrix Assisted Laser Desorption Ionization Mass Spectrometry. Current Innovations and Future Trends. 1995, 1; 147-57). The sensitivity to nucleic acids is approximately 100 times worse than to peptides and decreases disproportionally with increasing fragment size. For nucleic acids having a multiply negatively charged backbone, the ionisation process via the matrix is considerably less efficient. In MALDI-TOF spectrometry, the selection of the matrix plays an eminently important role. For the desorption of peptides, several very efficient matrixes have been found which produce a very fine crystalisation. There are now several responsive matrixes for DNA, however, the difference in sensitivity has not been reduced. The difference in sensitivity can be reduced by chemically modifying the DNA in such a manner that it becomes more similar to a peptide. Phosphorothioate nucleic acids in which the usual phosphates of the backbone are substituted with thiophosphates can be converted into a charge-neutral DNA using simple alkylation chemistry (Gut I G, Beck S. A procedure for selective DNA alkylation and detection by mass spectrometry. Nucleic Acids Res. 1995 Apr. 25; 23(8):1367-73). The coupling of a charge tag to this modified DNA results in an increase in sensitivity to the same level as that found for peptides. A further advantage of charge tagging is the increased stability of the analysis against impurities which make the detection of unmodified substrates considerably more difficult.


Genomic DNA is obtained from DNA of cell, tissue or other test samples using standard methods. This standard methodology is found in references such as Fritsch and Maniatis eds., Molecular Cloning: A Laboratory Manual, 1989.


DESCRIPTION

The invention provide a method for the analysis of biological samples for features associated with the development of lung cell proliferative disorders, characterised in that the nucleic acid of at least one member of the group comprising MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1 is/are contacted with a reagent or series of reagents capable of distinguishing between methylated and non methylated CpG dinucleotides within the genomic sequence of interest.


The present invention makes available a method for ascertaining genetic and/or epigenetic parameters of genomic DNA. The method is for use in the improved diagnosis, treatment and monitoring of lung cell proliferative disorders, more specifically by enabling the improved identification of and differentiation between subclasses of said disorder and the genetic pre-disposition to said disorders. The invention presents improvements over the state of the art in that it enables a highly specific classification of lung carcinomas, thereby allowing for improved and informed treatment of patients.


In a particularly preferred embodiment the present invention makes available methods and nucleic acids that allow the differentiation between squamous cell carcinoma, and adenocarcinoma and their respective adjacent lung tissues.


Furthermore, the method enables the analysis of cytosine methylations and single nucleotide polymorphisms.


In a preferred embodiment, the method comprises the following steps:


In the first step of the method the genomic DNA sample must be isolated from tissue or cellular sources. Such sources may include lung tissue samples, cell lines, histological slides, body fluids, or tissue embedded in paraffin. Extraction may be by means that are standard to one skilled in the art, these include the use of detergent lysates, sonification and vortexing with glass beads. Once the nucleic acids have been extracted the genomic double stranded DNA is used in the analysis.


In a preferred embodiment the DNA may be cleaved prior to the next step of the method, this may be by any means standard in the state of the art, in particular, but not limited to, with restriction endonucleases.


In the second step of the method, the genomic DNA sample is treated in such a manner that cytosine bases which are unmethylated at the 5′-position are converted to uracil, thymidine, or another base which is dissimilar to cytosine in terms of hybridisation behaviour. This will be understood as ‘pretreatment’ hereinafter.


The above described treatment of genomic DNA is preferably carried out with bisulfite (sulfite, disulfite) and subsequent alkaline hydrolysis which results in a conversion of non-methylated cytosine nucleobases to uracil or to another base which is dissimilar to cytosine in terms of base pairing behaviour. If bisulfite solution is used for the reaction, then an addition takes place at the non-methylated cytosine bases. Moreover, a denaturating reagent or solvent as well as a radical interceptor must be present. A subsequent alkaline hydrolysis then gives rise to the conversion of non-methylated cytosine nucleobases to uracil. The chemically converted DNA is then used for the detection of methylated cytosines.


Fragments of the pretreated DNA are amplified, using sets of primer oligonucleotides according to SEQ ID NO: 308 to SEQ ID NO: 427, and a, preferably heat-stable, polymerase. Because of statistical and practical considerations, preferably more than ten different fragments having a length of 100-2000 base pairs are amplified. The amplification of several DNA segments can be carried out simultaneously in one and the same reaction vessel. Usually, the amplification is carried out by means of a polymerase chain reaction (PCR).


The method may also be enabled by the use of alternative primers, the design of such primers is obvious to one skilled in the art. These should include at least two oligonucleotides whose sequences are each reverse complementary or identical to an at least 18 base-pair long segment of the base sequences specified in the appendix (SEQ ID NO:76 to SEQ ID NO: 307). Said primer oligonucleotides are preferably characterised in that they do not contain any CpG dinucleotides. In a particularly preferred embodiment of the method, the sequence of said primer oligonucleotides are designed so as to selectively anneal to and amplify, only the lung tissue specific DNA of interest, thereby minimising the amplification of background or non relevant DNA. In the context of the present invention, background DNA is taken to mean genomic DNA which does not have a relevant tissue specific methylation pattern, in this case, the relevant tissue being lung, both healthy and diseased.


According to the present invention, it is preferred that at least one primer oligonucleotide is bound to a solid phase during amplification. The different oligonucleotide and/or PNA-oligomer sequences can be arranged on a plane solid phase in the form of a rectangular or hexagonal lattice, the solid phase surface preferably being composed of silicon, glass, poly-styrene, aluminium, steel, iron, copper, nickel, silver, or gold, it being possible for other materials such as nitrocellulose or plastics to be used as well.


The fragments obtained by means of the amplification can carry a directly or indirectly detectable label. Preferred are labels in the form of fluorescence labels, radionuclides, or detachable molecule fragments having a typical mass which can be detected in a mass spectrometer, it being preferred that the fragments that are produced have a single positive or negative net charge for better detectability in the mass spectrometer. The detection may be carried out and visualised by means of matrix assisted laser desorption/ionisation mass spectrometry (MALDI) or using electron spray mass spectrometry (ESI).


The amplificates obtained in the second step of the method are subsequently hybridised to an array or a set of oligonucleotides and/or PNA probes. In this context, the hybridisation takes place in the manner described as follows. The set of probes used during the hybridisation is preferably composed of at least 10 oligonucleotides or PNA-oligomers. In the process, the amplificates serve as probes which hybridise to oligonucleotides previously bonded to a solid phase. In a particularly preferred embodiment, the oligonucleotides are taken from the group comprising SEQ ID NO: 428 to SEQ ID NO: 917. In a further preferred embodiment the oligonucleotides are taken from the group comprising SEQ ID NO: 884 to SEQ ID NO: 917. The non-hybridised fragments are subsequently removed. Said oligonucleotides contain at least one base sequence having a length of 10 nucleotides which is reverse complementary or identical to a segment of the base sequences specified in the appendix, the segment containing at least one CpG or TpG dinucleotide. In a further preferred embodiment the cytosine of the CpG dinucleotide, or in the case of TpG, the thymidine, is the 5th to 9th nucleotide from the 5′-end of the 10-mer. One oligonucleotide exists for each CpG or TpG dinucleotide.


In the fifth step of the method, the non-hybridised amplificates are removed.


In the final step of the method, the hybridised amplificates are detected. In this context, it is preferred that labels attached to the amplificates are identifiable at each position of the solid phase at which an oligonucleotide sequence is located.


According to the present invention, it is preferred that the labels of the amplificates are fluorescence labels, radionuclides, or detachable molecule fragments having a typical mass which can be detected in a mass spectrometer. The mass spectrometer is preferred for the detection of the amplificates, fragments of the amplificates or of probes which are complementary to the amplificates, it being possible for the detection to be carried out and visualised by means of matrix assisted laser desorption/ionisation mass spectrometry (MALDI) or using electron spray mass spectrometry (ESI). The produced fragments may have a single positive or negative net charge for better detectability in the mass spectrometer.


The aforementioned method is preferably used for ascertaining genetic and/or epigenetic parameters of genomic DNA.


In order to enable this method, the invention further provides the modified DNA of genes MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1 as well as oligonucleotides and/or PNA-oligomers for detecting cytosine methylations within said genes. The present invention is based on the discovery that genetic and epigenetic parameters and, in particular, the cytosine methylation patterns of genomic DNA are particularly suitable for improved diagnosis, treatment and monitoring of lung cell proliferative disorders. Furthermore, the invention enables the differentiation between different subclasses of lung carcinomas or detection of a predisposition to lung carcinomas.


The nucleic acids according to the present invention can be used for the analysis of genetic and/or epigenetic parameters of genomic DNA.


This objective is achieved according to the present invention using a nucleic acid containing a sequence of at least 18 bases in length of the pretreated genomic DNA according to one of SEQ ID NO: 76 through SEQ ID NO: 307 and sequences complementary thereto.


The modified nucleic acid could heretofore not be connected with the ascertainment of disease relevant genetic and epigenetic parameters.


The object of the present invention is further achieved by an oligonucleotide or oligomer for the analysis of pretreated DNA, for detecting the genomic cytosine methylation state, said oligonucleotide containing at least one base sequence having a length of at least 10 nucleotides which hybridises to a pretreated genomic DNA according to SEQ ID NO: 76 to SEQ ID NO: 307. The oligomer probes according to the present invention constitute important and effective tools which, for the first time, make it possible to ascertain specific genetic and epigenetic parameters during the analysis of biological samples for features associated with the development of lung cell proliferative disorders. Said oligonucleotides allow the improved diagnosis, treatment and monitoring of lung cell proliferative disorders and detection of the predisposition to said disorders. Furthermore, they allow the differentiation of different subclasses of lung carcinomas. The base sequence of the oligomers preferably contains at least one CpG or TpG dinucleotide. The probes may also exist in the form of a PNA (peptide nucleic acid) which has particularly preferred pairing properties. Particularly preferred are oligonucleotides according to the present invention in which the cytosine of the CpG dinucleotide is the 5th-9th nucleotide from the 5′-end of the 13-mer; in the case of PNA-oligomers, it is preferred for the cytosine of the CpG dinucleotide to be the 4th-6th nucleotide from the 5′-end of the 9-mer.


The oligomers according to the present invention are normally used in so called “sets” which contain at least one oligomer for each of the CpG dinucleotides within SEQ ID NO: 76 to SEQ ID NO: 307. Preferred is a set which contains at least one oligomer for each of the CpG dinucleotides, from SEQ ID NO: 428 to SEQ ID NO: 917. Further preferred is a set comprising SEQ ID NO: 884 to SEQ ID NO: 917.


In the case of the sets of oligonucleotides according to the present invention, it is preferred that at least one oligonucleotide is bound to a solid phase. It is further preferred that all the oligonucleotides of one set are bound to a solid phase.


The present invention moreover relates to a set of at least 10 n (oligonucleotides and/or PNA-oligomers) used for detecting the cytosine methylation state of genomic DNA using treated versions of said genomic DNA (according to SEQ ID NO: 76 to SEQ ID NO: 307 and sequences complementary thereto). These probes enable improved diagnosis, treatment and monitoring of lung cell proliferative disorders. In particular they enable the differentiation between different sub classes of lung cell proliferative disorders and the detection of a predisposition to said disorders. In a particularly preferred embodiment the set comprises SEQ ID NO: 59 to SEQ ID NO: 917.


The set of oligomers may also be used for detecting single nucleotide polymorphisms (SNPs) using pretreated genomic DNA according to one of SEQ ID NO: 76 to SEQ ID NO: 307.


According to the present invention, it is preferred that an arrangement of different oligonucleotides and/or PNA-oligomers (a so-called “array”) made available by the present invention is present in a manner that it is likewise bound to a solid phase. This array of different oligonucleotide- and/or PNA-oligomer sequences can be characterised in that it is arranged on the solid phase in the form of a rectangular or hexagonal lattice. The solid phase surface is preferably composed of silicon, glass, polystyrene, aluminium, steel, iron, copper, nickel, silver, or gold. However, nitrocellulose as well as plastics such as nylon which can exist in the form of pellets or also as resin matrices are suitable alternatives.


Therefore, a further subject matter of the present invention is a method for manufacturing an array fixed to a carrier material for the improved diagnosis, treatment and monitoring of lung cell proliferative disorders, the differentiation between different subclasses of lung carcinomas and/or detection of the predisposition to lung cell proliferative disorders. In said method at least one oligomer according to the present invention is coupled to a solid phase. Methods for manufacturing such arrays are known, for example, from U.S. Pat. No. 5,744,305 by means of solid-phase chemistry and photolabile protecting groups.


A further subject matter of the present invention relates to a DNA chip for the improved diagnosis, treatment and monitoring of lung cell proliferative disorders. Furthermore the DNA chip enables detection of the predisposition to lung cell proliferative disorders and the differentiation between different subclasses of lung carcinomas. The DNA chip contains at least one nucleic acid according to the present invention. DNA chips are known, for example, in U.S. Pat. No. 5,837,832.


Moreover, a subject matter of the present invention is a kit which may be composed, for example, of a bisulfite-containing reagent, a set of primer oligonucleotides containing at least two oligonucleotides whose sequences in each case correspond or are complementary to a 18 base long segment of the base sequences specified in the appendix (SEQ ID NO: 76 to SEQ ID NO: 307), oligonucleotides and/or PNA-oligomers as well as instructions for carrying out and evaluating the described method. However, a kit along the lines of the present invention can also contain only part of the aforementioned components.


The oligomers according to the present invention or arrays thereof as well as a kit according to the present invention are intended to be used for the improved diagnosis, treatment and monitoring of lung cell proliferative disorders. Furthermore the use of said inventions extends to the differentiation between different subclasses of lung carcinomas and detection of the predisposition to lung cell proliferative disorders. According to the present invention, the method is preferably used for the analysis of important genetic and/or epigenetic parameters within genomic DNA, in particular for use in improved diagnosis, treatment and monitoring of lung cell proliferative disorders, detection of the predisposition to said disorders and the differentiation between subclasses of said disorders.


The methods according to the present invention are used, for example, for improved diagnosis, treatment and monitoring of lung cell proliferative disorders progression, detection of the predisposition to said disorders and the differentiation between subclasses of said disorders.


A further embodiment of the invention is a method for the analysis of the methylation status of genomic DNA without the need for pretreatment. In the first step of the method the genomic DNA sample must be isolated from tissue or cellular sources. Such sources may include cell lines, histological slides, body fluids, or tissue embedded in paraffin. Extraction may be by means that are standard to one skilled in the art, these include the use of detergent lysates, sonification and vortexing with glass beads. Once the nucleic acids have been extracted the genomic double stranded DNA is used in the analysis.


In a preferred embodiment the DNA may be cleaved prior to the treatment, this may be any means standard in the state of the art, in particular with restriction endonucleases. In the second step, the DNA is then digested with one or more methylation sensitive restriction enzymes. The digestion is carried out such that hydrolysis of the DNA at the restriction site is informative of the methylation status of a specific CpG dinucleotide.


In the third step the restriction fragments are amplified. In a preferred embodiment this is carried out using a polymerase chain reaction.


In the final step the amplificates are detected. The detection may be by any means standard in the art, for example, but not limited to, gel electrophoresis analysis, hybridisation analysis, incorporation of detectable tags within the PCR products, DNA array analysis, MALDI or ESI analysis.


The present invention moreover relates to the diagnosis and/or prognosis of events which are disadvantageous or relevant to patients or individuals in which important genetic and/or epigenetic parameters within genomic DNA, said parameters obtained by means of the present invention may be compared to another set of genetic and/or epigenetic parameters, the differences serving as the basis for the diagnosis and/or prognosis of events which are disadvantageous or relevant to patients or individuals.


In the context of the present invention the term “hybridisation” is to be understood as a bond of an oligonucleotide to a completely complementary sequence along the lines of the Watson-Crick base pairings in the sample DNA, forming a duplex structure.


In the context of the present invention, “genetic parameters” are mutations and polymorphisms of genomic DNA and sequences further required for their regulation. To be designated as mutations are, in particular, insertions, deletions, point mutations, inversions and polymorphisms and, particularly preferred, SNPs (single nucleotide polymorphisms).


In the context of the present invention, “epigenetic parameters” are, in particular, cytosine methylations and further modifications of DNA bases of genomic DNA and sequences further required for their regulation. Further epigenetic parameters include, for example, the acetylation of histones which, cannot be directly analysed using the described method but which, in turn, correlates with the DNA methylation.




In the following, the present invention will be explained in greater detail on the basis of the figures, sequences and examples without being limited thereto.



FIG. 1



FIG. 1 shows the differentiation between adenocarcinoma and adjacent tissues according to Example 2. The labels on the left side of the plot are gene and CpG identifiers, these can be cross referenced in Table 3. The labels on the right side give the significance (p-value, T-test) of the difference between the means of the two groups. Each row corresponds to a single CpG and each column to the methylation levels of one sample. CpGs are ordered according to their contribution to the differentiation between the two tissue types with increasing contribution from top to bottom. Black indicates total methylation at a given CpG position, white represents no methylation at the particular position, with degrees of methylation represented in grey, from light (low proportion of methylation) to dark (high proportion of methylation).



FIG. 2



FIG. 2 shows the differentiation of squamous cell carcinoma tissue from adjacent tissues using informative CpG-Positions from 9 genes. Informative CpG-Positions are further described in Table 4. P-values are obtained using the Wilcoxon test. The labels on the left side of the plot are gene and CpG identifiers, these can be cross referenced in Table 4. The labels on the right side give the significance (p-value, T-test) of the difference between the means of the two groups. Each row corresponds to a single CpG and each column to the methylation levels of one sample. CpGs are ordered according to their contribution to the differentiation between the two tissue types with increasing contribution from top to bottom. Black indicates total methylation at a given CpG position, white represents no methylation at the particular position, with degrees of methylation represented in grey, from light (low proportion of methylation) to dark (high proportion of methylation).



FIG. 3



FIG. 3 shows the differentiation between adenocarcinoma and squamous cell carcinoma according to Example 2. The labels on the left side of the plot are gene and CpG identifiers, these can be cross referenced in Table 5. The labels on the right side give the significance (p-value, T-test) of the difference between the means of the two groups. Each row corresponds to a single CpG and each column to the methylation levels of one sample. CpGs are ordered according to their contribution to the distinction to the differential diagnosis between the two carcinomas with increasing contribution from top to bottom. Black indicates total methylation at a given CpG position, white represents no methylation at the particular position, with degrees of methylation represented in grey, from light (low proportion of methylation) to dark (high proportion of methylation).




SEQ ID NO: 1 to SEQ ID NO: 58 represent 5′ and/or regulatory regions of the genomic DNA of genes MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1. These sequences are derived from Genbank and will be taken to include all minor variations of the sequence material which are currently unforeseen, for example, but not limited to, minor deletions and SNPs.


SEQ ID NO: 76 to SEQ ID NO: 307 exhibit the pretreated sequence of DNA derived from genes MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1. These sequences will be taken to include all minor variations of the sequence material which are currently unforeseen, for example, but not limited to, minor deletions and SNPs.


SEQ ID NO: 308 to SEQ ID NO:427 exhibit the sequence of primer oligonucleotides for the amplification of pretreated DNA according to SEQ ID NO: 76 to SEQ ID NO:307.


SEQ ID NO: 428 to SEQ ID NO: 917 exhibit the sequence of oligomers which are useful for the analysis of CpG positions within genomic DNA according to SEQ ID NO: 1 to SEQ ID NO: 58.


SEQ ID NO: 884 to SEQ ID NO: 917 exhibit the sequence of oligomers which are useful for the analysis of CpG positions within genomic DNA according to SEQ ID NO: 1 to SEQ ID NO: 58.


EXAMPLE
Examples 1 and 2
Digital Phenotype

In the following examples, multiplex PCR was carried out on samples from patients with adenocarcinoma or squamous cell carcinoma. Multiplex PCR was also carried out upon normal tissue adjacent to the carcinoma. Each sample was treated in the manner described below in Example 1 in order to deduce the methylation status of CpG positions, the CpG methylation information for each sample was collated and then used in an analysis, as detailed in Example 2. An alternative method for the analysis of CpG methylation status is further described in Example 3.


Example 1

In the first step the genomic DNA was isolated from the cell samples using the Wizzard kit from (Promega).


The isolated genomic DNA from the samples are treated using a bisulfite solution (hydrogen sulfite, disulfite). The treatment is such that all non methylated cytosines within the sample are converted to thymidine, conversely 5-methylated cytosines within the sample remain un-modified.


The treated nucleic acids were then amplified using multiplex PCRs, amplifying 8 fragments per reaction with Cy5 fluorescently labelled primers. PCR primers used are described in Table 1. PCR conditions were as follows.


Reaction Solution:




  • 10 ng bisulfite treated DNA

  • 3.5 mM MgCl2

  • 400 μM dNTPs

  • 2 pmol each primer

  • 1 U Hot Start Taq (Qiagen)



Forty cycles were carried out as follows. Denaturation at 95° C. for 15 min, followed by annealing at 55° C. for 45 sec., primer elongation at 65° C. for 2 min. A final elongation at 65° C. was carried out for 10 min.


All PCR products from each individual sample were then hybridised to glass slides carrying a pair of immobilised oligonucleotides for each CpG position under analysis. Each of these detection oligonucleotides was designed to hybridise to the bisulphite converted sequence around one CpG site which was either originally unmethylated (TG) or methylated (CG). See Table 2 for further details of all hybridisation oligonucleotides used (both informative and non-informative). Hybridisation conditions were selected to allow the detection of the single nucleotide differences between the TG and CG variants.


5 μl volume of each multiplex PCR product was diluted in 10× Ssarc buffer (10× Ssarc: 230 ml 20×SSC, 180 ml sodium lauroyl sarcosinate solution 20% , dilute to 1000 ml with dH2O). The reaction mixture was then hybridised to the detection oligonucleotides as follows. Denaturation at 95° C., cooling down to 10° C., hybridisation at 42° C. overnight followed by washing with 10× Ssarc and dH2O at 42° C.


Fluorescent signals from each hybridised oligonucleotide were detected using genepix scanner and software. Ratios for the two signals (from the CG oligonucleotide and the TG oligonucleotide used to analyse each CpG position) were calculated based on comparison of intensity of the fluorescent signals.


Example 2

The data obtained according to Example 1 is then sorted into a ranked matrix (as shown in FIGS. 1 to 3) according to CpG methylation differences between the two classes of tissues, using an algorithm. The most significant CpG positions are at the bottom of the matrix with significance decreasing towards the top. Black indicates total methylation at a given CpG position, white represents no methylation at the particular position, with degrees of methylation represented in grey, from light (low proportion of methylation) to dark (high proportion of methylation). Each row represents one specific CpG position within a gene and each column shows the methylation profile for the different CpGs for one sample. On the left side a CpG and gene identifier is shown this may be cross referenced with the accompanying table (Tables 3 to 5) in order to ascertain the gene in question and the detection oligomer used. On the right side p values for the individual CpG positions are shown. The p values are the probabilities that the observed distribution occurred by chance in the data set.


For selected distinctions, we trained a learning algorithm (support vector machine, SVM. The SVM (as discussed by F. Model, P. Adorjan, A. Olek, C. Piepenbrock, Feature selection for DNA methylation based cancer classification. Bioinformatics. 2001 June; 17 Suppl 1:S157-64) constructs an optimal discriminant between two classes of given training samples. In this case each sample is described by the methylation patterns (CG/TG ratios) at the investigated CpG sites. The SVM was trained on a subset of samples of each class, which were presented with the diagnosis attached. Independent test samples, which were not shown to the SVM before were then presented to evaluate, if the diagnosis can be predicted correctly based on the predictor created in the training round. This procedure was repeated several times using different partitions of the samples, a method called crossvalidation. Please note that all rounds are performed without using any knowledge obtained in the previous runs. The number of correct classifications was averaged over all runs, which gives a good estimate of our test accuracy (percent of correct classified samples over all rounds).


Adenocarcinoma Compared to Adjacent Tissue (FIG. 1)



FIG. 1 shows the differentiation of Adenocarcinoma tissue from adjacent tissue using informative CpG positions from 4 genes. Informative CpG positions are further described in Table 3. P values are obtained using the Wilcoxon test.


Squamous Cell Carcinoma Compared to Adjacent Tissue (FIG. 2)



FIG. 2 shows the differentiation of squamous cell carcinoma tissue from adjacent tissue using informative CpG positions from 9 genes. Informative CpG positions are further described in Table 4. P values are obtained using the Wilcoxon test.


Squamous Cell Carcinoma Compared to Adenocarcinoma (FIG. 3)



FIG. 3 shows the differentiation of squamous cell carcinoma from adenocarcinoma. Discrimination between the two classes of carcinomas was possible using CpG positions within two genes. Informative CpG positions are further described in Table 5. P values are obtained using the Wilcoxon test.


Example 3
Identification of the Methylation Status of a CpG Site within the Gene RARB

A fragment of the gene RARB was PCR amplified using primers TTCGGATTTTACCATTT (SEQ ID NO: ) and CCTCCCCTGCTCATTTT (SEQ ID NO: ). The resultant fragment (531 bp in length) contained an informative CpG at position 198. The amplificate DNA was digested with the restriction endonuclease AvaI, recognition site CYCGRG. Hydrolysis by said endonuclease is blocked by methylation of the CpG at position 198 of the amplificate. The digest was used as a control.


Genomic DNA was isolated from sample using the DNA wizard DNA isolation kit (Promega). Each sample was digested using AvaI according to manufacturer's recommendations (New England Biolabs).


10 ng of each genomic digest was then amplified using PCR primers TTCGGACCTTTTACCATTT (SEQ ID NO: ) and CCTCCCCTGCTCATTTT (SEQ ID NO: ). The PCR reactions were performed using a thermocycler (Eppendorf GmbH) using 10 ng of DNA, 6 pmole of each primer, 200 μM of each dNTP, 1.5 mM MgCl2 and 1 U of HotstartTaq (Qiagen AG). The other conditions were as recommended by the Taq polymerase manufacturer. Using the above mentioned primers, gene fragments were amplified by PCR performing a first denaturation step for 14 min at 96° C., followed by 30-45 cycles (step 2: 60 sec at 96° C., step 3: 45 sec at 52° C. , step 4: 75 sec at 72° C.) and a subsequent final elongation of 10 min at 72° C. The presence of PCR products was analysed by agarose gel electrophoresis.


PCR products were detectable with AvaI hydrolysed DNA isolated wherein the CpG position in question was up-methylated, when step 2 to step 4 of the cycle program were repeated 34, 37, 39, 42 and 45 fold. In contrast PCR products were only detectable with AvaI hydrolysed DNA isolated from down-methylated DNA (and control DNA) when step 2 to step 4 of the cycle program were repeated 42- and 45-fold. These results were incorporated into a CpG methylation matrix analysis as described in Example 2.


Tables








TABLE 1










PCR primers and products















Primer




No:
Gene
Primer:
type:
Size:





 1
MDR1
TAAGTATGTTGAAGAAAGATTATTGTAG
start
633




(SEQ ID NO: 1)
(SEQ ID NO: 308)




TAAAAACTATCCCATAATAACTCCCAAC
stop




(SEQ ID NO: 309)





 2
APOC2
ATGAGTAGAAGAGGTGATAT
start
533



(SEQ ID NO: 2)
(SEQ ID NO: 310)




CCCTAAATCCCTTTCTTACC
stop




(SEQ ID NO: 311)





 3
CACNA1G
GGGATTTAAGAGAAATTGAGGTA
start
707



(SEQ ID NO: 3)
(SEQ ID NO: 312)




AAACCCCAAACATCCTTTAT
stop




(SEQ ID NO: 313)





 4
EGR4
AGGGGGATTGAGTGTTAAGT
start
293



(SEQ ID NO: 4)
(SEQ ID NO: 315)




CCCAAACATAAACACAAAAT
stop




(SEQ ID NO: 314)





 5
AR
GTAGTAGTAGTAGTAAGAGA
start
460



(SEQ ID NO: 5)
(SEQ ID NO: 316)




ACCCCCTAAATAATTATCCT
stop




(SEQ ID NO: 317)





 6
RB1
TTTAAGTTTGTTTTTGTTTTGGT
start
718



(SEQ ID NO: 6)
(SEQ ID NO: 318)




TCCTACTCTAAATCCTCCTCAA
stop




(SEQ ID NO: 319)





 7
GPIb beta
GGTGATAGGAGAATAATGTTGG
start
379



(SEQ ID NO: 7)
(SEQ ID NO: 320)




TCCTCCCAACTACAACCAAAC
stop




(SEQ ID NO: 321)





 8
MYOD1
ATTAGGGGTATAGAGGAGTATTGA
start
883



(SEQ ID NO: 8)
(SEQ ID NO: 322)




CTTACAAACCCACAATAAACAA
stop




(SEQ ID NO: 323)





 9
WT1
AAAGGGAAATTAAGTGTTGT
start
747



(SEQ ID NO: 9)
(SEQ ID NO: 325)




TAACTACCCTCAACTTCCC
stop




(SEQ ID NO: 324)





10
HLA-F
TTGTTGTTTTTAGGGGTTTTGG
start
946



(SEQ ID NO: 10)
(SEQ ID NO: 326)




TCCTTCCCATTCTCCAAATATC
stop




(SEQ ID NO: 327)





11
ELK1
AAGTGTTTTAGTTTTTAATGGGTA
start
966



(SEQ ID NO: 11)
(SEQ ID NO: 328)




CAAACCCAAAACTCACCTAT
stop




(SEQ ID NO: 329)





12
APC
AGGAAGTATTGAAGATGAAGTTATG
start



(SEQ ID NO: 12)
(SEQ ID NO: 330)




TTCCAATAAAACAATAAACTC
stop




(SEQ ID NO: 331)





13
ARHI
GTGAGTTTTTGGGGTGTTTA
start
442



(SEQ ID NO: 13)
(SEQ ID NO: 332)




TCAATCTTACTTTCACACTACATAA
stop




(SEQ ID NO: 333)





14
BCL2
GTATTTTATGTTAAGGGGGAAA
start
640



SEQ ID NO: 14)
SEQ ID NO: 334)




AAAAACCACAATCCTCCC
stop




SEQ ID NO: 335)





15
BRCA1
TGGATGGGAATTGTAGTTTT
start
537



(SEQ ID NO: 15)
(SEQ ID NO: 336)




TTAACCACCCAATCTACCC
stop




(SEQ ID NO: 337)





16
CACLA
GTTTTGGAAGTATGAGGGTG
start
614



(SEQ ID NO: 16)
(SEQ ID NO: 338)




CCAAATTCTAAACCAATTTCC
stop




(SEQ ID NO: 339)





17
CCND2
TTTTGGTATGTAGGTTGGATG
start
426



(SEQ ID NO: 17)
(SEQ ID NO: 340)




CCTAACCTCCTTCCTTTAACT
stop




(SEQ ID NO: 341)





18
CDH1
CAAATAAACCCTCAACCAATC
start
474



(SEQ ID NO: 18)
(SEQ ID NO: 342)




TGGAGGGGGTAGGAAAGT
stop




(SEQ ID NO: 343)





19
CDKN1B
GTGGGGAGGTAGTTGAAGA
start
478



(SEQ ID NO: 19)
(SEQ ID NO: 344)




ATACACCCCTAACCCAAAAT
stop




(SEQ ID NO: 345)





20
CDKN2a
TTGAAAATTAAGGGTTGAGG
start
598



(SEQ ID NO: 20)
(SEQ ID NO: 346)




CACCCTCTAATAACCAACCA
stop




(SEQ ID NO: 347)





21
CDKN2a
GGGGTTGGTTGGTTATTAGA
start
256



(SEQ ID NO: 20)
(SEQ ID NO: 348)




AACCCTCTACCCACCTAAAT
stop




(SEQ ID NO: 349)





22
CDKN2B
GGTTGGTTGAAGGAATAGAAAT
start
708



(SEQ ID NO: 21)
(SEQ ID NO: 350)




CCCACTAAACATACCCTTATTC
stop




(SEQ ID NO: 351)





23
CD44
GAAAGGAGAGGTTAAAGGTTG
start
696



(SEQ ID NO: 22)
(SEQ ID NO: 352)




AACTCACTTAACTCCAATCCC
stop




(SEQ ID NO: 353)





24
CSPG2
GGATAGGAGTTGGGATTAAGAT
start
414



(SEQ ID NO: 23)
(SEQ ID NO: 354)




AAATCTTTTTCAACACCAAAAT
stop




(SEQ ID NO: 355)





25
DAPK1
AACCCTTTCTTCAAATTACAAA
start
348



(SEQ ID NO: 24)
(SEQ ID NO: 356)




TGATTGGGTTTTAGGGAAATA
stop




(SEQ ID NO: 357)





26
GGT1
GTGAAGGGTGTGAGTTGTTTA
start
562



(SEQ ID NO: 25)
(SEQ ID NO: 358)




CACAATCAATTTCCCACAA
stop




(SEQ ID NO: 359)





27
GSTP1
ATTTGGGAAAGAGGGAAAG
start
300



(SEQ ID NO: 26)
(SEQ ID NO: 360)




TAAAAACTCTAAACCCCATCC
stop




(SEQ ID NO: 361)





28
HIC-1
TGGGTTGGAGAAGAAGTTTA
start
280



(SEQ ID NO: 27)
(SEQ ID NO: 362)




TCATATTTCCAAAAACACACC
stop




(SEQ ID NO: 363)





29
LAP18
GAGTTTGTATTTAAGTTGAGTGGTT
start
334



(SEQ ID NO: 28)
(SEQ ID NO: 364)




AACAAAACAATACCCCTTCTAA
stop




(SEQ ID NO: 365)





30
LKB1
TAAAAGAAGGATTTTTGATTGG
start
528



(SEQ ID NO: 29)
(SEQ ID NO: 367)




CATCTTATTTACCTCCCTCCC
stop




(SEQ ID NO: 366)





31
LOC51147
ATTAGGGATGAGAGGATTTGTA
start
212



(SEQ ID NO: 30)
(SEQ ID NO: 368)




TCTTCCTAACCATACACACTAACC
stop




(SEQ ID NO: 369)





32
MGMT
AAGGTTTTAGGGAAGAGTGTTT
start
636



(SEQ ID NO: 31)
(SEQ ID NO: 370)




ACCTTTTCCTATCACAAAAATAA
stop




(SEQ ID NO: 371)





33
MLH1
TAAGGGGAGAGGAGGAGTTT
start
545



(SEQ ID NO: 32)
(SEQ ID NO: 372)




ACCAATTCTCAATCATCTCTTT
stop




(SEQ ID NO: 373)





34
MNCA9
GGGAAGTAGGTTAGGGTTAGTT
start



(SEQ ID NO: 33)
(SEQ ID NO: 374)




AAATCCTCCTCTCCAAATAAAT
stop




(SEQ ID NO: 375)





35
MYC
AGAGGGAGTAAAAGAAAATGGT
start
712



(SEQ ID NO: 34)
(SEQ ID NO: 376)




CCAAATAAACAAAATAACCTCC
stop




(SEQ ID NO: 377)





36
N33
TTTTAGATTGAGGTTTTAGGGT
start
497



(SEQ ID NO: 35)
(SEQ ID NO: 378)




ATCCATTCTACCTCCTTTTTCT
stop




(SEQ ID NO: 379)





37
PAX6
GGAGGGGAGAGGGTTATG
start
374



(SEQ ID NO: 36)
(SEQ ID NO: 380)




TACTATACACACCCCAAAACAA
stop




(SEQ ID NO: 381)





38
PGR
TTTTGGGAATGGGTTGTAT
start
369



(SEQ ID NO: 37)
(SEQ ID NO: 382)




CTACCCTTAACCTCCATCCTA
stop




(SEQ ID NO: 383)





39
PTEN
TTTTAGGTAGTTATATTGGGTATGTT
start
346



(SEQ ID NO: 38)
(SEQ ID NO: 384)




TCAACTCTCAAACTTCCATCA
stop




(SEQ ID NO: 385)





40
RARB
TTGTTGGGAGTTTTTAAGTTTT
start
353



(SEQ ID NO: 39)
(SEQ ID NO: 386)




CAAATTCTCCTTCCAAATAAAT
stop




(SEQ ID NO: 387)





41
SFN
GAAGAGAGGAGAGGGAGGTA
start
489



(SEQ ID NO: 40)
(SEQ ID NO: 389)




CTATCCAACAAACCCAACA
stop




(SEQ ID NO: 388)





42
S100A2
GTTTTTAAGTTGGAGAAGAGGA
start
460



(SEQ ID NO: 41)
(SEQ ID NO: 390)




ACCTATAAATCACAACCCACTC
stop




(SEQ ID NO: 391)





43
TFF1
GGTTTTGGTGTTTATGTTGGT
start



(SEQ ID NO: 42)
(SEQ ID NO: 393)




AAATCCCTACAAAAATATCTAAAA
stop




(SEQ ID NO: 392)





44
TGFBR2
GTAATTTGAAGAAAGTTGAGGG
start
296



(SEQ ID NO: 43)
(SEQ ID NO: 394)




CCAACAACTAAACAAAACCTCT
stop




(SEQ ID NO: 395)





45
TIMP3
TGAGAAAATTGTTGTTTGAAGT
start
306



(SEQ ID NO: 44)
(SEQ ID NO: 396)




CAAAATACCCTAAAAACCACTC
stop




(SEQ ID NO: 397)





46
VHL
TGTAAAATGAATAAAGTTAATGAGTG
start
362



(SEQ ID NO: 45)
(SEQ ID NO: 398)




TCCTAAATTCAAATAATCCTCCT
stop




(SEQ ID NO: 399)





47
CDKN1C
GGGGAGGTAGATATTTGGATAA
start
300



(SEQ ID NO: 46)
(SEQ ID NO: 400)




AACTACACCATTTATATTCCCAC
stop




(SEQ ID NO: 401)





48
CAV1
GTTAGTATGTTTGGGGGTAAAT
start
435



(SEQ ID NO: 47)
(SEQ ID NO: 403)




ATAAATAACACCTTCCACCCTA
stop




(SEQ ID NO: 402)





49
CDH13
TTTGTATTAGGTTGGAAGTGGT
start
286



(SEQ ID NO: 48)
(SEQ ID NO: 404)




CCCAAATAAATCAACAACAACA
stop




(SEQ ID NO: 405)





50
NDRG1
GGTTTTGGGTTTAGTGGTAAAT
start
416



(SEQ ID NO: 49)
(SEQ ID NO: 407)




AACTTTCATAACTCACCCTTTC
stop




(SEQ ID NO: 406)





51
PTGS2
GATTTTTGGAGAGGAAGTTAAG
start
381



(SEQ ID NO: 50)
(SEQ ID NO: 409)




AAAACTAAAAACCAAACCCATA
stop




(SEQ ID NO: 408)





52
THBS1
TGGGGTTAGTTTAGGATAGG
start
398



(SEQ ID NO: 51)
(SEQ ID NO: 410)




CTTAAAAACACTAAAACTTCTCAAA
stop




(SEQ ID NO: 411)





53
TMEFF2
TTGTTTGGGTTAATAAATGGA
start
295



(SEQ ID NO: 52)
(SEQ ID NO: 412)




CTTCTCTCTTCTCCCCTCTC
stop




(SEQ ID NO: 413)





54
TMEFF2
TGTTGGTTGTTGTTGTTGTT
start
319



(SEQ ID NO: 52)
(SEQ ID NO: 414)




CTTTCTACCCATCCCAAAA
stop




(SEQ ID NO: 415)





55
PLAU
TATTATAGGAGGATTGAGGAGG
start
499



(SEQ ID NO: 53)
(SEQ ID NO: 416)




CCCATAAAATCATACCACTTCT
stop




(SEQ ID NO: 417)





56
DNMT1
TCCCCATCACACCTAAAA
start
210



(SEQ ID NO: 54)
(SEQ ID NO: 418)




GGGAGGAGGGGATGTATT
stop




(SEQ ID NO: 419)





57
ESR1
AGGGGGAATTAAATAGAAAGAG
start
662



(SEQ ID NO: 55)
(SEQ ID NO: 420)




CAATAAAACCATCCCAAATACT
stop




(SEQ ID NO: 421)





58
APAF1
AGATATGTTTGGAGATTTTAGGA
start
674



(SEQ ID NO: 56)
(SEQ ID NO: 422)




AACTCCCCACCTCTAATTCTAT
stop




(SEQ ID NO: 423)





59
HOXA5
AAACCCCAAACAACCTCTAT
start
392



(SEQ ID NO: 57)
(SEQ ID NO: 425)




GAAGGGGGAAAGTTATTTAGTTA
stop




(SEQ ID NO: 424)





60
RASSF1
ACCTCTCTACAAATTACAAATTCA
start
347



(SEQ ID NO: 58)
(SEQ ID NO: 426)




AGTTTGGGTTAGTTTGGGTT
stop




(SEQ ID NO: 427)
















TABLE 2










Hybridisation oligonucleotides









No:
Gene
Oligo:













1
MDR1
TTGGTGGTCGTTTTAAGG




(SEQ ID NO: 1)
(SEQ ID NO: 428)





2
MDR1
TTGGTGGTTGTTTTAAGG



(SEQ ID NO: 1)
(SEQ ID NO: 429)





3
MDR1
TTGAAAGACGTGTTTATA



(SEQ ID NO: 1)
(SEQ ID NO: 430)





4
MDR1
TTGAAAGATGTGTTTATA



(SEQ ID NO: 1)
(SEQ ID NO: 431)





5
MFR1
AGGTGTAACGGAAGTTAG



(SEQ ID NO: 1)
(SEQ ID NO: 432)





6
MFR1
AGGTGTAATGGAAGTTAG



(SEQ ID NO: 1)
(SEQ ID NO: 433)





7
MFR1
TAGTTTTTCGAGGAATTA



(SEQ ID NO: 1)
(SEQ ID NO: 434)





8
MDR1
TAGTTTTTTGAGGAATTA



(SEQ ID NO: 1)
(SEQ ID NO: 435)





9
APOC2
TTTTAAGGCGTGTTAGTT



(SEQ ID NO: 2)
(SEQ ID NO: 436)





10
APOC2
TTTTAAGGTGTGTTAGTT



(SEQ ID NO: 2)
(SEQ ID NO: 437)





11
APOC2
TTTTGTGACGTGATTTTG



(SEQ ID NO: 2)
(SEQ ID NO: 438)





12
APOC2
TTTTGTGATGTGATTTTG



(SEQ ID NO: 2)
(SEQ ID NO: 439)





13
APOC2
TTGGGGGACGTTATTGTT



(SEQ ID NO: 2)
(SEQ ID NO: 440)





14
APOC2
TTGGGGGATGTTATTGTT



(SEQ ID NO: 2)
(SEQ ID NO: 441)





15
APOC2
TGGGTTTGCGGAGAATGG



(SEQ ID NO: 2)
(SEQ ID NO: 442)





16
APOC2
TGGGTTTGTGGAGAATGG



(SEQ ID NO: 2)
(SEQ ID NO: 443)





17
CACNA1G
GTTTAGCGCGATTTGTTT



(SEQ ID NO: 3)
(SEQ ID NO: 444)





18
CACNA1G
GTTTAGTGTGATTTGTTT



(SEQ ID NO: 3)
(SEQ ID NO: 445)





19
CACNA1G
TTTAGGAGCGTTAATGTG



(SEQ ID NO: 3)
(SEQ ID NO: 446)





20
CACNA1G
TTTAGGAGTGTTAATGTG



(SEQ ID NO: 3)
(SEQ ID NO: 447)





21
CACNA1G
TAGGGTTACGAGGTTAGG



(SEQ ID NO: 3)
(SEQ ID NO: 448)





22
CACNA1G
TAGGGTTATGAGGTTAGG



(SEQ ID NO: 3)
(SEQ ID NO: 449)





23
CACNA1G
TTTAGGTTCGTTTAGAGT



(SEQ ID NO: 3)
(SEQ ID NO: 450)





24
CACNA1G
TTTAGGTTTGTTTAGAGT



(SEQ ID NO: 3)
(SEQ ID NO: 451)





25
CACNA1G
TTAGGGGTCGTGGATAAA



(SEQ ID NO: 3)
(SEQ ID NO: 452)





26
CACNA1G
TTAGGGGTTGTGGATAAA



(SEQ ID NO: 3)
(SEQ ID NO: 453)





27
EGR4
GGTGGGAAGCGTATTTAT



(SEQ ID NO: 4)
(SEQ ID NO: 454)





28
EGR4
GGTGGGAAGTGTATTTAT



(SEQ ID NO: 4)
(SEQ ID NO: 455)





29
EGR4
AATAATAACGTTATAGTT



(SEQ ID NO: 4)
(SEQ ID NO: 456)





30
EGR4
AATAATAATGTTATAGTT



(SEQ ID NO: 4)
(SEQ ID NO: 457)





31
EGR4
TTATAGTTCGAGTTTTTT



(SEQ ID NO: 4)
(SEQ ID NO: 458)





32
EGR4
TTATAGTTTGAGTTTTTT



(SEQ ID NO: 4)
(SEQ ID NO: 459)





33
EGR4
GGAGTTTTCGGTATATAT



(SEQ ID NO: 4)
(SEQ ID NO: 460)





34
EGR4
GGAGTTTTTGGTATATAT



(SEQ ID NO: 4)
(SEQ ID NO: 461)





35
AR
TGTTATTTCGAGAGAGGT



(SEQ ID NO: 5)
(SEQ ID NO: 462)





36
AR
TGTTATTTTGAGAGAGGT



(SEQ ID NO: 5)
(SEQ ID NO: 463)





37
AR
AGAGGTTGCGTTTTAGAG



(SEQ ID NO: 5)
(SEQ ID NO: 464)





38
AR
AGAGGTTGTGTTTTAGAG



(SEQ ID NO: 5)
(SEQ ID NO: 465)





39
AR
GTAGTATTCGAAGGTAGT



(SEQ ID NO: 5)
(SEQ ID NO: 466)





40
AR
GTAGTATTTGAAGGTAGT



(SEQ ID NO: 5)
(SEQ ID NO: 467)





41
AR
GGAGGTTTCGGGGGTTTT



(SEQ ID NO: 5)
(SEQ ID NO: 468)





42
AR
GGAGGTTTTGGGGGTTTT



(SEQ ID NO: 5)
(SEQ ID NO: 469)





43
RB1
TTAGATTTCGGGATAGGG



(SEQ ID NO: 6)
(SEQ ID NO: 470)





44
RB1
TTAGATTTTGGGATAGGG



(SEQ ID NO: 6)
(SEQ ID NO: 471)





45
RB1
TATAGTTTCGTTAAGTGT



(SEQ ID NO: 6)
(SEQ ID NO: 472)





46
RB1
TATAGTTTTGTTAAGTGT



(SEQ ID NO: 6)
(SEQ ID NO: 473)





47
RB1
GTGTATTTCGGTTTGGAG



(SEQ ID NO: 6)
(SEQ ID NO: 474)





48
RB1
GTGTATTTTGGTTTGGAG



(SEQ ID NO: 6)
(SEQ ID NO: 475)





49
RB1
TTGGAAGGCGTTTGGATT



(SEQ ID NO: 6)
(SEQ ID NO: 476)





50
RB1
TTGGAAGGTGTTTGGATT



(SEQ ID NO: 6)
(SEQ ID NO: 477)





51
GPIb beta
TTTGAGAGCGGGTGGGAG



(SEQ ID NO: 7)
(SEQ ID NO: 898)





52
GPIb beta
TTTGAGAGTGGGTGGGAG



(SEQ ID NO: 7)
(SEQ ID NO: 899)





53
GPIb beta
GTGGGAGCGGAAGTTTGA



(SEQ ID NO: 7)
(SEQ ID NO: 904)





54
GPIb beta
GTGGGAGTGGAAGTTTGA



(SEQ ID NO: 7)
(SEQ ID NO: 905)





55
GPIb beta
GGTTAGGTCGTAGTATTG



(SEQ ID NO: 7)
(SEQ ID NO: 478)





56
GPIb beta
GGTTAGGTTGTAGTATTG



(SEQ ID NO: 7)
(SEQ ID NO: 479)





57
GPIb beta
ATGGGTTTCGGTGAGTTT



(SEQ ID NO: 7)
(SEQ ID NO: 480)





58
GPIb beta
ATGGGTTTTGGTGAGTTT



(SEQ ID NO: 7)
(SEQ ID NO: 481)





59
MYOD1
ATAGTAGTCGGGTGTTGG



(SEQ ID NO: 8)
(SEQ ID NO: 482)





60
MYOD1
ATAGTAGTTGGGTGTTGG



(SEQ ID NO: 8)
(SEQ ID NO: 483)





61
MYOD1
GTGTTAGTCGTTTAGGGT



(SEQ ID NO: 8)
(SEQ ID NO: 484)





62
MYOD1
GTGTTAGTTGTTTAGGGT



(SEQ ID NO: 8)
(SEQ ID NO: 486)





63
MYOD1
TAGTTGTTTGTTTGGGTT



(SEQ ID NO: 8)
(SEQ ID NO: 487)





64
MYOD1
TAGTTGTTTGTTTGGGTT



(SEQ ID NO: 8)
(SEQ ID NO: 487)





65
MYOD1
GGTTATTACGGATAAATA



(SEQ ID NO: 8)
(SEQ ID NO: 488)





66
MYOD1
GGTTATTATGGATAAATA



(SEQ ID NO: 8)
(SEQ ID NO: 489)





67
WT1
ATTTTGTTCGGATTTATT



(SEQ ID NO: 9)
(SEQ ID NO: 490)





68
WT1
ATTTTGTTTGGATTTATT



(SEQ ID NO: 9)
(SEQ ID NO: 491)





69
WT1
TATTTGAACGGATTTTTT



(SEQ ID NO: 9)
(SEQ ID NO: 492)





70
WT1
TATTTGAATGGATTTTTT



(SEQ ID NO: 9)
(SEQ ID NO: 493)





71
WT1
TGTTATATCGGTTAGTTG



(SEQ ID NO: 9)
(SEQ ID NO: 494)





72
WT1
TGTTATATTGGTTAGTTG



(SEQ ID NO: 9)
(SEQ ID NO: 495)





73
WT1
TGTTTGGTCGGGTTTGGG



(SEQ ID NO: 9)
(SEQ ID NO: 496)





74
WT1
TGTTTGGTTGGGTTTGGG



(SEQ ID NO: 9)
(SEQ ID NO: 497)





75
HLA-F
TATTTGGGCGGGTGAGTG



(SEQ ID NO: 10)
(SEQ ID NO: 894)





76
HLA-F
TATTTGGGTGGGTGAGTG



(SEQ ID NO: 10)
(SEQ ID NO: 895)





77
HLA-F
AAAATTTTCGCGGGTTGG



(SEQ ID NO: 10)
(SEQ ID NO: 498)





78
HLA-F
AAAATTTTTGTGGGTTGG



(SEQ ID NO: 10)
(SEQ ID NO: 499)





79
HLA-F
GAGAGAAACGGTTTTTGT



(SEQ ID NO: 10)
(SEQ ID NO: 500)





80
HLA-F
GAGAGAAATGGTTTTTGT



(SEQ ID NO: 10)
(SEQ ID NO: 501)





81
HLA-F
GAGTTGTTTCGTAGATAT



(SEQ ID NO: 10)
(SEQ ID NO: 502)





82
HLA-F
GAGTTGTTTTGTAGATAT



(SEQ ID NO: 10)
(SEQ ID NO: 503)





83
ELK1
TTTGTTTTCGTTGAGTAG



(SEQ ID NO: 11)
(SEQ ID NO: 504)





84
ELK1
TTTGTTTTTGTTGAGTAG



(SEQ ID NO: 11)
(SEQ ID NO: 505)





85
ELK1
TTTATTTTCGTTTTTGGG



(SEQ ID NO: 11)
(SEQ ID NO: 506)





86
ELK1
TTTATTTTTGTTTTTGGG



(SEQ ID NO: 11)
(SEQ ID NO: 507)





87
ELK1
GAAGGGTTCGTTTTTTAA



(SEQ ID NO: 11)
(SEQ ID NO: 508)





88
ELK1
GAAGGGTTTGTTTTTTAA



(SEQ ID NO: 11)
(SEQ ID NO: 509)





89
ELK1
ATTAATAGCGTTTTGGTT



(SEQ ID NO: 11)
(SEQ ID NO: 510)





90
ELK1
ATTAATAGTGTTTTGGTT



(SEQ ID NO: 11)
(SEQ ID NO: 511)





91
APC
TATTAGAGCGTTTTAAAG



(SEQ ID NO: 12)
(SEQ ID NO: 512)





92
APC
TATTAGAGTGTTTTAAAG



(SEQ ID NO: 12)
(SEQ ID NO: 513)





93
APC
GTTTTTTTCGATTTGGGT



(SEQ ID NO: 12)
(SEQ ID NO: 514)





94
APC
GTTTTTTTTGATTTGGGT



(SEQ ID NO: 12)
(SEQ ID NO: 515)





95
ARHI
TTGGTTGTCGCGGTAGTT



(SEQ ID NO: 13)
(SEQ ID NO: 516)





96
ARHI
TTGGTTGTTGTGGTAGTT



(SEQ ID NO: 13)
(SEQ ID NO: 517)





97
ARHI
TGTTGTTGCGTAGTAGAA



(SEQ ID NO: 13)
(SEQ ID NO: 518)





98
ARHI
TGTTGTTGTGTAGTAGAA



(SEQ ID NO: 13)
(SEQ ID NO: 519)





99
ARHI
GAATTATTCGTAGTTTTG



(SEQ ID NO: 13)
(SEQ ID NO: 520)





100
ARHI
GAATTATTTGTAGTTTTG



(SEQ ID NO: 13)
(SEQ ID NO: 521)





101
ARHI
TAGAAGAACGAGGTTTGA



(SEQ ID NO: 13)
(SEQ ID NO: 522)





102
ARHI
TAGAAGAATGAGGTTTGA



(SEQ ID NO: 13)
(SEQ ID NO: 523)





103
ARHI
TAAGTGTGCGAGTTTAAA



(SEQ ID NO: 13)
(SEQ ID NO: 524)





104
ARHI
TAAGTGTGTGAGTTTAAA



(SEQ ID NO: 13)
(SEQ ID NO: 525)





105
BCL2
AGTGTTTCGCGTGATTGA



(SEQ ID NO: 14)
(SEQ ID NO: 526)





106
BCL2
AGTGTTTTGTGTGATTGA



(SEQ ID NO: 14)
(SEQ ID NO: 527)





107
BCL2
AGTTGGGGCGAGAGGTGT



(SEQ ID NO: 14)
(SEQ ID NO: 528)





108
BCL2
AGTTGGGGTGAGAGGTGT



(SEQ ID NO: 14)
(SEQ ID NO: 529)





109
BCL2
TAAGTTGTCGTAGAGGGG



(SEQ ID NO: 14)
(SEQ ID NO: 530)





110
BCL2
TAAGTTGTTGTAGAGGGG



(SEQ ID NO: 14)
(SEQ ID NO: 531)





111
BCL2
AGGGGTTACGAGTGGGAT



(SEQ ID NO: 14)
(SEQ ID NO: 532)





112
BCL2
AGGGGTTATGAGTGGGAT



(SEQ ID NO: 14)
(SEQ ID NO: 533)





113
BCL2
AGGATTTCGTCGTTGTAG



(SEQ ID NO: 14)
(SEQ ID NO: 534)





114
BCL2
AGGATTTTGTTGTTGTAG



(SEQ ID NO: 14)
(SEQ ID NO: 535)





115
BRCA1
TGGATTTTCGTGAGAATT



(SEQ ID NO: 15)
(SEQ ID NO: 536)





116
BRCA1
TGGATTTTTGTGAGAATT



(SEQ ID NO: 15)
(SEQ ID NO: 537)





117
BRCA1
ATTGTGTTCGTTTTGGTA



(SEQ ID NO: 15)
(SEQ ID NO: 538)





118
BRCA1
ATTGTGTTTGTTTTGGTA



(SEQ ID NO: 15)
(SEQ ID NO: 539)





119
BRCA1
TATTGTGGCGAAGATTTT



(SEQ ID NO: 15)
(SEQ ID NO: 540)





120
BRCA1
TATTGTGGTGAAGATTTT



(SEQ ID NO: 15)
(SEQ ID NO: 541)





121
BRCA1
TAATAAGTCGTAATTGGA



(SEQ ID NO: 15)
(SEQ ID NO: 542)





122
BRCA1
TAATAAGTTGTAATTGGA



(SEQ ID NO: 15)
(SEQ ID NO: 543)





123
CALCA
GAGGGTGACGTAATTTAG



(SEQ ID NO: 16)
(SEQ ID NO: 544)





124
CALCA
GAGGGTGATGTAATTTAG



(SEQ ID NO: 16)
(SEQ ID NO: 545)





125
CALCA
TGTATTGGCGGAATTTTT



(SEQ ID NO: 16)
(SEQ ID NO: 546)





126
CALCA
TGTATTGGTGGAATTTTT



(SEQ ID NO: 16)
(SEQ ID NO: 547)





127
CALCA
ATTTATAGCGGCGGGAAT



(SEQ ID NO: 16)
(SEQ ID NO: 548)





128
CALCA
ATTTATAGTGGTGGGAAT



(SEQ ID NO: 16)
(SEQ ID NO: 549)





129
CALCA
TGTTAGTTCGCGATTTAT



(SEQ ID NO: 16)
(SEQ ID NO: 550)





130
CALCA
TGTTAGTTTGTGATTTAT



(SEQ ID NO: 16)
(SEQ ID NO: 551)





131
CALCA
GGTTGGATCGGATAGTTT



(SEQ ID NO: 16)
(SEQ ID NO: 552)





132
CALCA
GGTTGGATTGGATAGTTT



(SEQ ID NO: 16)
(SEQ ID NO: 553)





133
CCND2
TTTAATAACGAGAGGGGA



(SEQ ID NO: 17)
(SEQ ID NO: 554)





134
CCND2
TTTAATAATGAGAGGGGA



(SEQ ID NO: 17)
(SEQ ID NO: 555)





135
CCND2
TTAGTTTGCGTTATCGTT



(SEQ ID NO: 17)
(SEQ ID NO: 556)





136
CCND2
TTAGTTTGTGTTATTGTT



(SEQ ID NO: 17)
(SEQ ID NO: 557)





137
CCND2
TTTTAGAGCGGAGAAGAG



(SEQ ID NO: 17)
(SEQ ID NO: 558)





138
CCND2
TTTTAGAGTGGAGAAGAG



(SEQ ID NO: 17)
(SEQ ID NO: 559)





139
CCND2
GGTAGTTTCGAGGTTTTG



(SEQ ID NO: 17)
(SEQ ID NO: 560)





140
CCND2
GGTAGTTTTGAGGTTTTG



(SEQ ID NO: 17)
(SEQ ID NO: 561)





141
CDH1
AGGGGGTGCGTGGTTGTA



(SEQ ID NO: 18)
(SEQ ID NO: 562)





142
CDH1
AGGGGGTGTGTGGTTGTA



(SEQ ID NO: 18)
(SEQ ID NO: 563)





143
CDH1
AGTTTCGACGTTATTGAG



(SEQ ID NO: 18)
(SEQ ID NO: 564)





144
CDH1
AGTTTTGATGTTATTGAG



(SEQ ID NO: 18)
(SEQ ID NO: 565)





145
CDH1
AGAGGTTGCGGTTTTAAG



(SEQ ID NO: 18)
(SEQ ID NO: 56)





146
CDH1
AGAGGTTGTGGTTTTAAG



(SEQ ID NO: 18)
(SEQ ID NO: 567)





147
CDH1
AGGGGATTCGGGGTATTT



(SEQ ID NO: 18)
(SEQ ID NO: 568)





148
CDH1
AGGGGATTTGGGGTATTT



(SEQ ID NO: 18)
(SEQ ID NO: 569)





149
CDKN1B
AAGAGAAACGTTGGAATA



(SEQ ID NO: 19)
(SEQ ID NO: 570)





150
CDKN1B
AAGAGAAATGTTGGAATA



(SEQ ID NO: 19)
(SEQ ID NO: 571)





151
CDKN1B
TTTGATTTCGAGGGGAGT



(SEQ ID NO: 19)
(SEQ ID NO: 914)





152
CDKN1B
TTTGATTTTGAGGGGAGT



(SEQ ID NO: 19)
(SEQ ID NO: 915)





153
CDKN1B
GTATTTGGCGGTTGGATT



(SEQ ID NO: 19)
(SEQ ID NO: 572)





154
CDKN1B
GTATTTGGTGGTTGGATT



(SEQ ID NO: 19)
(SEQ ID NO: 573)





155
CDKN1B
TATAATTTCGGGAAAGAA



(SEQ ID NO: 19)
(SEQ ID NO: 574)





156
CDKN1B
TATAATTTTGGGAAAGAA



(SEQ ID NO: 19)
(SEQ ID NO: 575)





157
CDKN2a
AGAGTGAACGTATTTAAA



(SEQ ID NO: 20)
(SEQ ID NO: 576)





158
CDKN2a
AGAGTGAATGTATTTAAA



(SEQ ID NO: 20)
(SEQ ID NO: 577)





159
CDKN2a
GTTATATTCGTTAAGTGT



(SEQ ID NO: 20)
(SEQ ID NO: 578)





160
CDKN2a
GTTATATTTGTTAAGTGT



(SEQ ID NO: 20)
(SEQ ID NO: 579)





161
CDKN2a
TAAGTGTTCGGAGTTAAT



(SEQ ID NO: 20)
(SEQ ID NO: 580)





162
CDKN2a
TAAGTGTTTGGAGTTAAT



(SEQ ID NO: 20)
(SEQ ID NO: 581)





163
CDKN2a
GTTAGTATCGGAGGAAGA



(SEQ ID NO: 20)
(SEQ ID NO: 582)





164
CDKN2a
GTTAGTATTGGAGGAAGA



(SEQ ID NO: 20)
(SEQ ID NO: 583)





165
CDKN2a
GGAGTTTTCGGTTGATTG



(SEQ ID NO: 20)
(SEQ ID NO: 896)





166
CDKN2a
GGAGTTTTTGGTTGATTG



(SEQ ID NO: 20)
(SEQ ID NO: 897)





167
CDKN2a
TTGTTTAACGTATCGAAT



(SEQ ID NO: 20)
(SEQ ID NO: 584)





168
CDKN2a
TTGTTTAATGTATTGAAT



(SEQ ID NO: 20)
(SEQ ID NO: 585)





169
CDKN2a
AATAGTTACGGTCGGAGG



(SEQ ID NO: 20)
(SEQ ID NO: 586)





170
CDKN2a
AATAGTTATGGTTGGAGG



(SEQ ID NO: 20)
(SEQ ID NO: 587)





171
CDKN2B
ATATTTAGCGAGTAGTGT



(SEQ ID NO: 21)
(SEQ ID NO: 588)





172
CDKN2B
ATATTTAGTGAGTAGTGT



(SEQ ID NO: 21)
(SEQ ID NO: 589)





173
CDKN2B
TGGGGAGACGTCGGTTTT



(SEQ ID NO: 21)
(SEQ ID NO: 590)





174
CDKN2B
TGGGGAGATGTTGGTTTT



(SEQ ID NO: 21)
(SEQ ID NO: 591)





175
CDKN2B
TTATTGTACGGGGTTTTA



(SEQ ID NO: 21)
(SEQ ID NO: 592)





176
CDKN2B
TTATTGTATGGGGTTTTA



(SEQ ID NO: 21)
(SEQ ID NO: 593)





177
CDKN2B
TAGAAGGACGACGGGAGG



(SEQ ID NO: 21)
(SEQ ID NO: 594)





178
CDKN2B
TAGAAGGATGATGGGAGG



(SEQ ID NO: 21)
(SEQ ID NO: 595)





179
CDKN2B
AGAGAGTGCGTCGGAGTA



(SEQ ID NO: 21)
(SEQ ID NO: 596)





180
CDKN2B
AGAGAGTGTGTTGGAGTA



(SEQ ID NO: 21)
(SEQ ID NO: 597)





181
CD44
GTGGGGTTCGGAGGTATA



(SEQ ID NO: 22)
(SEQ ID NO: 598)





182
CD44
GTGGGGTTTGGAGGTATA



(SEQ ID NO: 22)
(SEQ ID NO: 599)





183
CD44
AGGTATTTCGCGATATTT



(SEQ ID NO: 22)
(SEQ ID NO: 600)





184
CD44
AGGTATTTTGTGATAGTTT



(SEQ ID NO: 22)
(SEQ ID NO: 601)





185
CD44
TTGTTTAGCGGATTTTAG



(SEQ ID NO: 22)
(SEQ ID NO: 602)





186
CD44
TTGTTTAGTGGATTTTAG



(SEQ ID NO: 22)
(SEQ ID NO: 603)





187
CD44
TGGTGGTACGTAGTTTGG



(SEQ ID NO: 22)
(SEQ ID NO: 604)





188
CD44
TGGTGGTATGTAGTTTGG



(SEQ ID NO: 22)
(SEQ ID NO: 605)





189
CD44
TGAGTGTTCGTCGTAGTT



(SEQ ID NO: 22)
(SEQ ID NO: 606)





190
CD44
TGAGTGTTTGTCGTAGTT



(SEQ ID NO: 22)
(SEQ ID NO: 607)





191
CSPG2
AAGATTTTCGGTTAGTTT



(SEQ ID NO: 23)
(SEQ ID NO: 608)





192
CSPG2
AAGATTTTTGGTTAGTTT



(SEQ ID NO: 23)
(SEQ ID NO: 609)





193
CSPG2
ATGTGATTCGTTTGGGTA



(SEQ ID NO: 23)
(SEQ ID NO: 610)





194
CSPG2
ATGTGATTTGTTTGGGTA



(SEQ ID NO: 23)
(SEQ ID NO: 611)





195
CSPG2
GGGTAACGTCGAATTTAG



(SEQ ID NO: 23)
(SEQ ID NO: 612)





196
CSPG2
GGGTAATGTTGAATTTAG



(SEQ ID NO: 23)
(SEQ ID NO: 613)





197
CSPG2
AAAAATTCGCGAGTTTAG



(SEQ ID NO: 23)
(SEQ ID NO: 614)





198
CSPG2
AAAAATTTGTGAGTTTAG



(SEQ ID NO: 23)
(SEQ ID NO: 615)





199
DAPK1
GTTGGAGTCGAGGTTTGA



(SEQ ID NO: 24)
(SEQ ID NO: 616)





200
DAPK1
GTTGGAGTTGAGGTTTGA



(SEQ ID NO: 24)
(SEQ ID NO: 617)





201
DAPK1
TTTTTTGTCGGATTGGTG



(SEQ ID NO: 24)
(SEQ ID NO: 618)





202
DAPK1
TTTTTTGTTGGATTGGTG



(SEQ ID NO: 24)
(SEQ ID NO: 619)





203
DAPK1
GAAGGGAGCGTATTTTAT



(SEQ ID NO: 24)
(SEQ ID NO: 620)





204
DAPK1
GAAGGGAGTGTATTTTAT



(SEQ ID NO: 24)
(SEQ ID NO: 621)





205
DAPK1
TTGTTTTTCGGAAATTTG



(SEQ ID NO: 24)
(SEQ ID NO: 622)





206
DAPK1
TTGTTTTTTGGAAATTTG



(SEQ ID NO: 24)
(SEQ ID NO: 623)





207
GGT1
ATAGGTGGCGTTTGGATT



(SEQ ID NO: 25)
(SEQ ID NO: 624)





208
GGT1
ATAGGTGGTGTTTGGATT



(SEQ ID NO: 25)
(SEQ ID NO: 625)





209
GGT1
GGGTGGTGCGTTGTTGTA



(SEQ ID NO: 25)
(SEQ ID NO: 626)





210
GGT1
GGGTGGTGTGTTGTTGTA



(SEQ ID NO: 25)
(SEQ ID NO: 627)





211
GGT1
TATATTATCGGTTTTAGG



(SEQ ID NO: 25)
(SEQ ID NO: 628)





212
GGT1
TATATTATTGGTTTTAGG



(SEQ ID NO: 25)
(SEQ ID NO: 629)





213
GGT1
AGGTTAGACGTTTTGTAT



(SEQ ID NO: 25)
(SEQ ID NO: 630)





214
GGT1
AGGTTAGATGTTTTGTAT



(SEQ ID NO: 25)
(SEQ ID NO: 631)





215
GSTP1
GGTTTTTTCGGTTAGTTG



(SEQ ID NO: 26)
(SEQ ID NO: 632)





216
GSTP1
GGTTTTTTTGGTTAGTTG



(SEQ ID NO: 26)
(SEQ ID NO: 633)





217
GSTP1
TTTTAGGGGCGTTTTTTG



(SEQ ID NO: 26)
(SEQ ID NO: 634)





218
GSTP1
TTTTAGGGTGTTTTTTTG



(SEQ ID NO: 26)
(SEQ ID NO: 635)





219
GSTP1
GTAGTTTTCGTTATTAGT



(SEQ ID NO: 26)
(SEQ ID NO: 636)





220
GSTP1
GTAGTTTTTGTTATTAGT



(SEQ ID NO: 26)
(SEQ ID NO: 637)





221
HIC-1
ATGATTCGTCGTGGGTTT



(SEQ ID NO: 27)
(SEQ ID NO: 638)





222
HIC-1
ATGATTTGTTGTGGGTTT



(SEQ ID NO: 27)
(SEQ ID NO: 639)





223
HIC-1
AGGAGATTCGAAAGTTTA



(SEQ ID NO: 27)
(SEQ ID NO: 640)





224
HIC-1
AGGAGATTTGAAAGTTTA



(SEQ ID NO: 27)
(SEQ ID NO: 641)





225
HIC-1
GGGTTTTACGTGGTTGTT



(SEQ ID NO: 27)
(SEQ ID NO: 642)





226
HIC-1
GGGTTTTATGTGGTTGTT



(SEQ ID NO: 27)
(SEQ ID NO: 643)





227
HIC-1
TTTTAGAGCGTTAGGGTT



(SEQ ID NO: 27)
(SEQ ID NO: 644)





228
HIC-1
TTTTAGAGTGTTAGGGTT



(SEQ ID NO: 27)
(SEQ ID NO: 645)





229
LAP18
ATTAAAGGCGATTAAATT



(SEQ ID NO: 28)
(SEQ ID NO: 646)





230
LAP18
ATTAAAGGTGATTAAATT



(SEQ ID NO: 28)
(SEQ ID NO: 647)





231
LAP18
GGTAAGAACGTATATAGT



(SEQ ID NO: 28)
(SEQ ID NO: 648)





232
LAP18
GGTAAGAATGTATATAGT



(SEQ ID NO: 28)
(SEQ ID NO: 649)





233
LAP18
AGAAATTACGATGATGTT



(SEQ ID NO: 28)
(SEQ ID NO: 650)





234
LAP18
AGAAATTATGATGATGTT



(SEQ ID NO: 28)
(SEQ ID NO: 651)





235
LAP18
GTGGGTGGCGTATTAGAA



(SEQ ID NO: 28)
(SEQ ID NO: 652)





236
LAP18
GTGGGTGGTGTATTAGAA



(SEQ ID NO: 28)
(SEQ ID NO: 653)





237
LKB1
GGGTTAAGCGTCGATTAA



(SEQ ID NO: 29)
(SEQ ID NO: 654)





238
LKB1
GGGTTAAGTGTTGATTAA



(SEQ ID NO: 29)
(SEQ ID NO: 655)





239
LKB1
TAGAGGGTCGGGGATGGT



(SEQ ID NO: 29)
(SEQ ID NO: 656)





240
LKB1
TAGAGGGTTGGGGATGGT



(SEQ ID NO: 29)
(SEQ ID NO: 657)





241
LKB1
TTTAGGTTCGTAAGTTTA



(SEQ ID NO: 29)
(SEQ ID NO: 658)





242
LKB1
TTTAGGTTTGTAAGTTTA



(SEQ ID NO: 29)
(SEQ ID NO: 659)





243
LKB1
AGGGAGGTCGTTGGTATT



(SEQ ID NO: 29)
(SEQ ID NO: 912)





244
LKB1
AGGGAGGTTGTTGGTATT



(SEQ ID NO: 29)
(SEQ ID NO: 913)





245
LKB1
TTAATGAGCGCGTTGTAT



(SEQ ID NO: 29)
(SEQ ID NO: 660)





246
LKB1
TTAATGAGTGCGTTGTAT



(SEQ ID NO: 29)
(SEQ ID NO: 661)





247
LOC51147
TTTAGTGACGAGAAGGTT



(SEQ ID NO: 30)
(SEQ ID NO: 662)





248
LOC51147
TTTAGTGATGAGAAGGTT



(SEQ ID NO: 30)
(SEQ ID NO: 663)





249
LOC51147
TTATGAAGCGGTTTTGTG



(SEQ ID NO: 30)
(SEQ ID NO: 664)





250
LOC51147
TTATGAAGTGGTTTTGTG



(SEQ ID NO: 30)
(SEQ ID NO: 665)





251
LOC51147
GTAGTAGGATCGAGGTTT



(SEQ ID NO: 30)
(SEQ ID NO: 666)





252
LOC51147
GTAGTAGGATTGAGGTTT



(SEQ ID NO: 30)
(SEQ ID NO: 667)





253
LOC51147
GTTAGAGACGTGTTTTGA



(SEQ ID NO: 30)
(SEQ ID NO: 668)





254
LOC51147
GTTAGAGATGTGTTTTGA



(SEQ ID NO: 30)
(SEQ ID NO: 669)





255
MGMT
TAAGGATACGAGTTATAT



(SEQ ID NO: 31)
(SEQ ID NO: 670)





256
MGMT
TAAGGATATGAGTTATAT



(SEQ ID NO: 31)
(SEQ ID NO: 671)





257
MGMT
TTGGAGAGCGGTTGAGTT



(SEQ ID NO: 31)
(SEQ ID NO: 672)





258
MGMT
TTGGAGAGTGGTTGAGTT



(SEQ ID NO: 31)
(SEQ ID NO: 673)





259
MGMT
TAGGTTATCGGTGATTGT



(SEQ ID NO: 31)
(SEQ ID NO: 890)





260
MGMT
TAGGTTATTGGTGATTGT



(SEQ ID NO: 31)
(SEQ ID NO: 891)





261
MGMT
AGTAGGATCGGGATTTTT



(SEQ ID NO: 31)
(SEQ ID NO: 674)





262
MGMT
AGTAGGATTGGGATTTTT



(SEQ ID NO: 31)
(SEQ ID NO: 675)





263
MLH1
TTGAGAAGCGTTAAGTAT



(SEQ ID NO: 32)
(SEQ ID NO: 676)





264
MLH1
TTGAGAAGTGTTAAGTAT



(SEQ ID NO: 32)
(SEQ ID NO: 677)





265
MLH1
TTAGGTAGCGGGTAGTAG



(SEQ ID NO: 32)
(SEQ ID NO: 678)





266
MLH1
TTAGGTAGTGGGTAGTAG



(SEQ ID NO: 32)
(SEQ ID NO: 679)





267
MLH1
GTAGTAGTCGTTTTAGGG



(SEQ ID NO: 32)
(SEQ ID NO: 680)





268
MLH1
GTAGTAGTTGTTTTAGGG



(SEQ ID NO: 32)
(SEQ ID NO: 681)





269
MLH1
ATAGTTGTCGTTGAAGGG



(SEQ ID NO: 32)
(SEQ ID NO: 682)





270
MLH1
ATAGTTGTTGTTGAAGGG



(SEQ ID NO: 32)
(SEQ ID NO: 683)





271
MLH1
GGGTTATTCGGCGGTTGG



(SEQ ID NO: 32)
(SEQ ID NO: 684)





272
MLH1
GGGTTATTTGGTGGTTGG



(SEQ ID NO: 32)
(SEQ ID NO: 685)





273
MNCA9
TAAAAGGGCGTTTTGTGA



(SEQ ID NO: 33)
(SEQ ID NO: 686)





274
MNCA9
TAAAAGGGTGTTTTGTGA



(SEQ ID NO: 33)
(SEQ ID NO: 687)





275
MNCA9
TTAATGTACGTATAGTTC



(SEQ ID NO: 33)
(SEQ ID NO: 688)





276
MNCA9
TTAATGTATGTATAGTTC



(SEQ ID NO: 33)
(SEQ ID NO: 689)





277
MNCA9
GTATATATCGTGTGTTGG



(SEQ ID NO: 33)
(SEQ ID NO: 690)





278
MNCA9
GTATATATTGTGTGTTGG



(SEQ ID NO: 33)
(SEQ ID NO: 691)





279
MNCA9
TAGTTAGTCGTATGGTTT



(SEQ ID NO: 33)
(SEQ ID NO: 692)





280
MNCA9
TAGTTAGTTGTATGGTTT



(SEQ ID NO: 33)
(SEQ ID NO: 693)





281
MYC
TTAGAGTGTTCGGTTGTT



(SEQ ID NO: 34)
(SEQ ID NO: 694)





282
MYC
TTAGAGTGTTTGGTTGTT



(SEQ ID NO: 34)
(SEQ ID NO: 695)





283
MYC
AGGATTTTCGAGTTGTGT



(SEQ ID NO: 34)
(SEQ ID NO: 696)





284
MYC
AGGATTTTTGAGTTGTGT



(SEQ ID NO: 34)
(SEQ ID NO: 697)





285
MYC
GAGGGATCGCGTTGAGTA



(SEQ ID NO: 34)
(SEQ ID NO: 900)





286
MYC
GAGGGATTGTGTTGAGTA



(SEQ ID NO: 34)
(SEQ ID NO: 901)





287
MYC
AATTTTAGCGAGAGGTAG



(SEQ ID NO: 34)
(SEQ ID NO: 698)





288
MYC
AATTTTAGTGAGAGGTAG



(SEQ ID NO: 34)
(SEQ ID NO: 699)





289
MYC
TTGTGGGCGTTTTGGGAA



(SEQ ID NO: 34)
(SEQ ID NO: 700)





290
MYC
TTGTGGGTGTTTTGGGAA



(SEQ ID NO: 34)
(SEQ ID NO: 701)





291
N33
GTGAATCGGATGTTTTGT



(SEQ ID NO: 35)
(SEQ ID NO: 702)





292
N33
GTGAATTGGATGTTTTGT



(SEQ ID NO: 35)
(SEQ ID NO: 703)





293
N33
GTTTAGTTAGCGGGTTTT



(SEQ ID NO: 35)
(SEQ ID NO: 704)





294
N33
GTTTAGTTAGTGGGTTTT



(SEQ ID NO: 35)
(SEQ ID NO: 705)





295
N33
GTTTTGTCGCGATGGGGG



(SEQ ID NO: 35)
(SEQ ID NO: 706)





296
N33
GTTTTGTTGTGATGGGGG



(SEQ ID NO: 35)
(SEQ ID NO: 707)





297
N33
ATTTAGTTCGGGGGAGGA



(SEQ ID NO: 35)
(SEQ ID NO: 708)





298
N33
ATTTAGTTTGGGGGAGGA



(SEQ ID NO: 35)
(SEQ ID NO: 709)





299
PAX6
TTTTTGGTCGTAGGGTTG



(SEQ ID NO: 36)
(SEQ ID NO: 710)





300
PAX6
TTTTTGGTTGTAGGGTTG



(SEQ ID NO: 36)
(SEQ ID NO: 711)





301
PAX6
TATTGTTTCGGTTGTTAG



(SEQ ID NO: 36)
(SEQ ID NO: 902)





302
PAX6
TATTGTTTTGGTTGTTAG



(SEQ ID NO: 36)
(SEQ ID NO: 903)





303
PAX6
TTTAGGTCGCGTAGATTT



(SEQ ID NO: 36)
(SEQ ID NO: 712)





304
PAX6
TTTAGGTTGTGTAGATTT



(SEQ ID NO: 36)
(SEQ ID NO: 713)





305
PAX6
AGAGTTTAGCGTATTTTT



(SEQ ID NO: 36)
(SEQ ID NO: 714)





306
PAX6
AGAGTTTAGTGTATTTTT



(SEQ ID NO: 36)
(SEQ ID NO: 715)





307
PGR
AAGGAGTCGCGTGTTATT



(SEQ ID NO: 37)
(SEQ ID NO: 716)





308
PGR
AAGGAGTTGTGTGTTATT



(SEQ ID NO: 37)
(SEQ ID NO: 717)





309
PGR
TTAAGTGTCGGATTTGTG



(SEQ ID NO: 37)
(SEQ ID NO: 718)





310
PGR
TTAAGTGTTGGATTTGTG



(SEQ ID NO: 37)
(SEQ ID NO: 719)





311
PGR
TTAGTTTTCGGATAGAAG



(SEQ ID NO: 37)
(SEQ ID NO: 720)





312
PGR
TTAGTTTTTGGATAGAAG



(SEQ ID NO: 37)
(SEQ ID NO: 721)





313
PGR
GGGATAAACGATAGTTAT



(SEQ ID NO: 37)
(SEQ ID NO: 722)





314
PGR
GGGATAAATGATAGTTAT



(SEQ ID NO: 37)
(SEQ ID NO: 723)





315
PTEN
GGATTTTGCGTTCGTATT



(SEQ ID NO: 38)
(SEQ ID NO: 724)





316
PTEN
GGATTTTGTGTTTGTATT



(SEQ ID NO: 38)
(SEQ ID NO: 725)





317
PTEN
AGAGTTATCGTTTTGTTT



(SEQ ID NO: 38)
(SEQ ID NO: 726)





318
PTEN
AGAGTTATTGTTTTGTTT



(SEQ ID NO: 38)
(SEQ ID NO: 727)





319
PTEN
TGATGTGGCGGGATTTTT



(SEQ ID NO: 38)
(SEQ ID NO: 728)





320
PTEN
TGATGTGGTGGGATTTTT



(SEQ ID NO: 38)
(SEQ ID NO: 729)





321
PTEN
TTTTTATGCGTTGCGGTA



(SEQ ID NO: 38)
(SEQ ID NO: 730)





322
PTEN
TTTTTATGTGTTGTGGTA



(SEQ ID NO: 38)
(SEQ ID NO: 731)





323
RARB
TAGTAGTTCGGGTAGGGT



(SEQ ID NO: 39)
(SEQ ID NO: 906)





324
RARB
TAGTAGTTTGGGTAGGGT



(SEQ ID NO: 39)
(SEQ ID NO: 907)





325
RARB
GGGTTTATCGAAAGTTTA



(SEQ ID NO: 39)
(SEQ ID NO: 732)





326
RARB
GGGTTTATTGAAAGTTTA



(SEQ ID NO: 39)
(SEQ ID NO: 733)





327
RARB
TTTTTATGCGAGTTGTTT



(SEQ ID NO: 39)
(SEQ ID NO: 734)





328
RARB
TTTTTATGTGAGTTGTTT



(SEQ ID NO: 39)
(SEQ ID NO: 735)





329
RARB
TTGGGTATCGTCGGGGTA



(SEQ ID NO: 39)
(SEQ ID NO: 736)





330
RARB
TTGGGTATTGTTGGGGTA



(SEQ ID NO: 39)
(SEQ ID NO: 737)





331
SFN
ATAGAGTTCGGTATTGGT



(SEQ ID NO: 40)
(SEQ ID NO: 738)





332
SFN
ATAGAGTTTGGTATTGGT



(SEQ ID NO: 40)
(SEQ ID NO: 739)





333
SFN
GAGTAGGTCGAACGTTAT



(SEQ ID NO: 40)
(SEQ ID NO: 884)





334
SFN
GAGTAGGTTGAATGTTAT



(SEQ ID NO: 40)
(SEQ ID NO: 885)





335
SFN
AAAAGTAACGAGGAGGGT



(SEQ ID NO: 40)
(SEQ ID NO: 888)





336
SFN
AAAAGTAATGAGGAGGGT



(SEQ ID NO: 40)
(SEQ ID NO: 889)





337
SFN
TTTTAGGGCGTGTGCGAT



(SEQ ID NO: 40)
(SEQ ID NO: 740)





338
SFN
TTTTAGGGTGTGTGTGAT



(SEQ ID NO: 40)
(SEQ ID NO: 741)





339
S100A2
TTTAATTGCGGTTGTGTG



(SEQ ID NO: 41)
(SEQ ID NO: 742)





340
S100A2
TTTAATTGTGGTTGTGTG



(SEQ ID NO: 41)
(SEQ ID NO: 743)





341
S100A2
TATATAGGCGTATGTATG



(SEQ ID NO: 41)
(SEQ ID NO: 744)





342
S100A2
TATATAGGTGTATGTATG



(SEQ ID NO: 41)
(SEQ ID NO: 745)





343
S100A2
TATGTATACGAGTATTGG



(SEQ ID NO: 41)
(SEQ ID NO: 746)





344
S100A2
TATGTATATGAGTATTGG



(SEQ ID NO: 41)
(SEQ ID NO: 747)





345
S100A2
AGTTTTAGCGTGTGTTTA



(SEQ ID NO: 41)
(SEQ ID NO: 748)





346
S100A2
AGTTTTAGTGTGTGTTTA



(SEQ ID NO: 41)
(SEQ ID NO: 749)





347
TFF1
GATAGAGACGTGTATAGT



(SEQ ID NO: 42)
(SEQ ID NO: 750)





348
TFF1
GATAGAGATGTGTATAGT



(SEQ ID NO: 42)
(SEQ ID NO: 751)





349
TFF1
TGGTTTTTCGTGAAAGAT



(SEQ ID NO: 42)
(SEQ ID NO: 752)





350
TFF1
TGGTTTTTTGTGAAAGAT



(SEQ ID NO: 42)
(SEQ ID NO: 753)





351
TFF1
TTGGTTTTCGGTATTTTG



(SEQ ID NO: 42)
(SEQ ID NO: 754)





352
TFF1
TTGGTTTTTGGTATTTTG



(SEQ ID NO: 42)
(SEQ ID NO: 755)





353
TGFBR2
ATTTGGAGCGAGGAATTT



(SEQ ID NO: 43)
(SEQ ID NO: 756)





354
TGFBR2
ATTTGGAGTGAGGAATTT



(SEQ ID NO: 43)
(SEQ ID NO: 757)





355
TGFBR2
TTGAAAGTCGGTTAAAGT



(SEQ ID NO: 43)
(SEQ ID NO: 758)





356
TGFBR2
TTGAAAGTTGGTTAAAGT



(SEQ ID NO: 43)
(SEQ ID NO: 759)





357
TGFBR2
AAAGTTTTCGGAGGGGTT



(SEQ ID NO: 43)
(SEQ ID NO: 760)





358
TGFBR2
AAAGTTTTTGGAGGGGTT



(SEQ ID NO: 43)
(SEQ ID NO: 761)





359
TGFBR2
GGTAGTTACGAGAGAGTT



(SEQ ID NO: 43)
(SEQ ID NO: 762)





360
TGFBR2
GGTAGTTATGAGAGAGTT



(SEQ ID NO: 43)
(SEQ ID NO: 763)





361
TGFBR2
GTTGGACGTCGAGGAGAG



(SEQ ID NO: 43)
(SEQ ID NO: 764)





362
TGFBR2
GTTGGATGTTGAGGAGAG



(SEQ ID NO: 43)
(SEQ ID NO: 765)





363
TIMP3
AGGTTTTTCGTTGGAGAA



(SEQ ID NO: 44)
(SEQ ID NO: 766)





364
TIMP3
AGGTTTTTTGTTGGAGAA



(SEQ ID NO: 44)
(SEQ ID NO: 767)





365
TIMP3
GAAAATATCGGTATTTTG



(SEQ ID NO: 44)
(SEQ ID NO: 768)





366
TIMP3
GAAAATATTGGTATTTTG



(SEQ ID NO: 44)
(SEQ ID NO: 769)





367
TIMP3
ATGTGGGGCGCGGGGATA



(SEQ ID NO: 44)
(SEQ ID NO: 770)





368
TIMP3
ATGTGGGGTGTGGGGATA



(SEQ ID NO: 44)
(SEQ ID NO: 771)





369
TIMP3
GGGATAAGCGAATTTTTT



(SEQ ID NO: 44)
(SEQ ID NO: 772)





370
TIMP3
GGGATAAGTGAATTTTTT



(SEQ ID NO: 44)
(SEQ ID NO: 773)





371
VHL
TTTATAAGCGTGATGATT



(SEQ ID NO: 45)
(SEQ ID NO: 774)





372
VHL
TTTATAAGTGTGATGATT



(SEQ ID NO: 45)
(SEQ ID NO: 775)





373
VHL
GGTGTTTTCGTGTGAGAT



(SEQ ID NO: 45)
(SEQ ID NO: 916)





374
VHL
GGTGTTTTTGTGTGAGAT



(SEQ ID NO: 45)
(SEQ ID NO: 917)





375
VHL
GTATATTGCGCGTTTGAT



(SEQ ID NO: 45)
(SEQ ID NO: 776)





376
VHL
GTATATTGTGTGTTTGAT



(SEQ ID NO: 45)
(SEQ ID NO: 777)





377
CDKN1C
ATGAAGAACGGTTAAGGG



(SEQ ID NO: 46)
(SEQ ID NO: 892)





378
CDKN1C
ATGAAGAATGGTTAAGGG



(SEQ ID NO: 46)
(SEQ ID NO: 893)





379
CDKN1C
TTAAGTTACGGTTATTAG



(SEQ ID NO: 46)
(SEQ ID NO: 778)





380
CDKN1C
TTAAGTTATGGTTATTAG



(SEQ ID NO: 46)
(SEQ ID NO: 779)





381
CDKN1C
TTAGTGTTCGTTTGGAAT



(SEQ ID NO: 46)
(SEQ ID NO: 780)





382
CDKN1C
TTAGTGTTTGTTTGGAAT



(SEQ ID NO: 46)
(SEQ ID NO: 781)





383
CAV1
TTGGTATCGTTGAAGAAT



(SEQ ID NO: 47)
(SEQ ID NO: 782)





384
CAV1
TTGGTATTGTTGAAGAAT



(SEQ ID NO: 47)
(SEQ ID NO: 783)





385
CAV1
TTTTTGTCGCGGGAATTT



(SEQ ID NO: 47)
(SEQ ID NO: 784)





386
CAV1
TTTTTGTTGTGGGAATTT



(SEQ ID NO: 47)
(SEQ ID NO: 785)





387
CAV1
TAGATTCGGAGGTAGGTA



(SEQ ID NO: 47)
(SEQ ID NO: 786)





388
CAV1
TAGATTTGGAGGTAGGTA



(SEQ ID NO: 47)
(SEQ ID NO: 787)





389
CAV1
GAAGTGTTCGTTTTTGTT



(SEQ ID NO: 47)
(SEQ ID NO: 788)





390
CAV1
GAAGTGTTTGTTTTTGTT



(SEQ ID NO: 47)
(SEQ ID NO: 789)





391
CDH13
TTGTTTAGCGTGATTTGT



(SEQ ID NO: 48)
(SEQ ID NO: 790)





392
CDH13
TTGTTTAGTGTGATTTGT



(SEQ ID NO: 48)
(SEQ ID NO: 791)





393
CDH13
ATGTAAAACGAGGGAGCG



(SEQ ID NO: 48)
(SEQ ID NO: 792)





394
CDH13
ATGTAAAATGAGGGAGTG



(SEQ ID NO: 48)
(SEQ ID NO: 887)





395
CDH13
AAGGAATTCGTTTTGTAA



(SEQ ID NO: 48)
(SEQ ID NO: 792)





396
CDH13
AAGGAATTTGTTTTGTAA



(SEQ ID NO: 48)
(SEQ ID NO: 793)





397
CDH13
AATGTTTTCGTGATGTTG



(SEQ ID NO: 48)
(SEQ ID NO: 794)





398
CDH13
AATGTTTTTGTGATGTTG



(SEQ ID NO: 48)
(SEQ ID NO: 795)





399
NDRG1
GAGTAGGACGGTGTTAAG



(SEQ ID NO: 49)
(SEQ ID NO: 796)





400
NDRG1
GAGTAGGATGGTGTTAAG



(SEQ ID NO: 49)
(SEQ ID NO: 797)





401
NDRG1
AAATTTAACGTTGGGTAG



(SEQ ID NO: 49)
(SEQ ID NO: 498)





402
NDRG1
AAATTTAATGTTGGGTAG



(SEQ ID NO: 49)
(SEQ ID NO: 799)





403
NDRG1
GATAATGACGGTGTTAGT



(SEQ ID NO: 49)
(SEQ ID NO: 800)





404
NDRG1
GATAATGATGGTGTTAGT



(SEQ ID NO: 49)
(SEQ ID NO: 801)





405
NDRG1
TGGTTGTACGTTAGGAGT



(SEQ ID NO: 49)
(SEQ ID NO: 802)





406
NDRG1
TGGTTGTATGTTAGGAGT



(SEQ ID NO: 49)
(SEQ ID NO: 803)





407
NDRG1
GTTTTTATCGGGTTTACG



(SEQ ID NO: 49)
(SEQ ID NO: 804)





408
PTGS2
GTTTTTATTGGGTTATG



(SEQ ID NO: 50)
(SEQ ID NO: 805)





409
PTGS2
AGTTATTTCGTTATATGG



(SEQ ID NO: 50)
(SEQ ID NO: 806)





410
PTGS2
AGTTATTTTGTTATATGG



(SEQ ID NO: 50)
(SEQ ID NO: 807)





411
PTGS2
TTGGTTTTCGGAAGCGTT



(SEQ ID NO: 50)
(SEQ ID NO: 910)





412
PTGS2
TTGGTTTTTGGAAGTGTT



(SEQ ID NO: 50)
(SEQ ID NO: 911)





413
PTGS2
AAAGATTGCGAAGAAGAA



(SEQ ID NO: 50)
(SEQ ID NO: 808)





414
PTGS2
AAAGATTGTGAAGAAGAA



(SEQ ID NO: 50)
(SEQ ID NO: 809)





415
PTGS2
ATATTTGGCGGAAATTTG



(SEQ ID NO: 50)
(SEQ ID NO: 810)





416
PTGS2
ATATTTGGTGGAAATTTG



(SEQ ID NO: 50)
(SEQ ID NO: 811)





417
THBS1
TTATAAAACGGGTTTAGT



(SEQ ID NO: 51)
(SEQ ID NO: 812)





418
THBS1
TTATAAAATGGGTTTAGT



(SEQ ID NO: 51)
(SEQ ID NO: 813)





419
THBS1
AGGTATTTCGGGAGATTA



(SEQ ID NO: 51)
(SEQ ID NO: 814)





420
THBS1
AGGTATTTTGGGAGATTA



(SEQ ID NO: 51)
(SEQ ID NO: 815)





421
THBS1
GATTAGTTCGTTCGAAAG



(SEQ ID NO: 51)
(SEQ ID NO: 816)





422
THBS1
GATTAGTTTGTTTGAAAG



(SEQ ID NO: 51)
(SEQ ID NO: 817)





423
THBS1
AGTTTTTGCGTTATTTCG



(SEQ ID NO: 51)
(SEQ ID NO: 818)





424
THBS1
AGTTTTTGTGTTATTTTG



(SEQ ID NO: 51)
(SEQ ID NO: 819)





425
TMEFF2
GATGTTTTCGGTAATTTA



(SEQ ID NO: 52)
(SEQ ID NO: 820)





426
TMEFF2
GATGTTTTTGGTAATTTA



(SEQ ID NO: 52)
(SEQ ID NO: 821)





427
TMEFF2
ATAGGTTACGGGTTGGAG



(SEQ ID NO: 52)
(SEQ ID NO: 822)





428
TMEFF2
ATAGGTTATGGGTTGGAG



(SEQ ID NO: 52)
(SEQ ID NO: 823)





429
TMEFF2
TAAATTTGCGAACGTTTG



(SEQ ID NO: 52)
(SEQ ID NO: 824)





430
TMEFF2
TAAATTTGTGAATGTTTG



(SEQ ID NO: 52)
(SEQ ID NO: 825)





431
TMEFF2
TGAGGTTTCGTTTTAAGA



(SEQ ID NO: 52)
(SEQ ID NO: 826)





432
TMEFF2
TGAGGTTTTGTTTTAAGA



(SEQ ID NO: 52)
(SEQ ID NO: 827)





433
PLAU
TTGGTTTGCGGTTATTA



(SEQ ID NO: 53)
(SEQ ID NO: 828)





434
PLAU
TTGGTTTGTGGTTATTTA



(SEQ ID NO: 53)
(SEQ ID NO: 829)





435
PLAU
GTTATTTACGTGTGTGGA



(SEQ ID NO: 53)
(SEQ ID NO: 830)





436
PLAU
GTTATTTATGTGTGTGGA



(SEQ ID NO: 53)
(SEQ ID NO: 831)





437
PLAU
TGTTTATGCGTTTATGGT



(SEQ ID NO: 53)
(SEQ ID NO: 832)





438
PLAU
TGTTTATGTGTTTATGGT



(SEQ ID NO: 53)
(SEQ ID NO: 833)





439
PLAU
GGATAAGTCGTGTTTTGA



(SEQ ID NO: 53)
(SEQ ID NO: 834)





440
PLAU
GGATAAGTTGTGTTTTGA



(SEQ ID NO: 53)
(SEQ ID NO: 835)





441
TMEFF2
GTGAAGTTCGTTGTTTTT



(SEQ ID NO: 52)
(SEQ ID NO: 908)





442
TMEFF2
GTGAAGTTTGTTGTTTTT



(SEQ ID NO: 52)
(SEQ ID NO: 909)





443
TMEFF2
TTGTTAAACGTTTATCGG



(SEQ ID NO: 52)
(SEQ ID NO: 836)





444
TMEFF2
TTGTTAAATGTTTATTGG



(SEQ ID NO: 52)
(SEQ ID NO: 837)





445
TMEFF2
GAAGAATACGCGTATTTA



(SEQ ID NO: 52)
(SEQ ID NO: 838)





446
TMEFF2
GAAGAATATGTGTATTTA



(SEQ ID NO: 52)
(SEQ ID NO: 839)





447
DNMT1
TAGTAAATCGTGGAGTTT



(SEQ ID NO: 54)
(SEQ ID NO: 840)





448
DNMT1
TAGTAAATTGTGGAGTTT



(SEQ ID NO: 54)
(SEQ ID NO: 841)





449
DNMT1
AGTGGGTTCGTTTAAGTT



(SEQ ID NO: 54)
(SEQ ID NO: 842)





450
DNMT1
AGTGGGTTTGTTTAAGTT



(SEQ ID NO: 54)
(SEQ ID NO: 843)





451
DNMT1
TTTTTACGCGGAGTAGTG



(SEQ ID NO: 54)
(SEQ ID NO: 844)





452
DNMT1
TTTTTACGTGGAGTAGTG



(SEQ ID NO: 54)
(SEQ ID NO: 845)





453
DNMT1
GAGAGAGGCGATATTTTG



(SEQ ID NO: 54)
(SEQ ID NO: 846)





454
DNMT1
GAGAGAGGTGATATTTTG



(SEQ ID NO: 54)
(SEQ ID NO: 847)





455
ESR1
AGATATATCGGAGTTTGG



(SEQ ID NO: 55)
(SEQ ID NO: 848)





456
ESR1
AGATATTGGAGTTTGG



(SEQ ID NO: 55)
(SEQ ID NO: 849)





457
ESR1
GTTTGGTACGGGGTATAT



(SEQ ID NO: 55)
(SEQ ID NO: 850)





458
ESR1
GTTTGGTATGGGGTATAT



(SEQ ID NO: 55)
(SEQ ID NO: 851)





459
ESR1
TTAGTAGCGACGATAAGT



(SEQ ID NO: 55)
(SEQ ID NO: 852)





460
ESR1
TTAGTAGTGATGATAAGT



(SEQ ID NO: 55)
(SEQ ID NO: 853)





461
ESR1
TATGAGTTCGGGAGATTA



(SEQ ID NO: 55)
(SEQ ID NO: 854)





462
ESR1
TATGAGTTTGGGAGATTA



(SEQ ID NO: 55)
(SEQ ID NO: 855)





463
ESR1
TGGAGGTTCGGGAGTTTA



(SEQ ID NO: 55)
(SEQ ID NO: 856)





464
ESR1
TGGAGGTTTGGGAGTTTA



(SEQ ID NO: 55)
(SEQ ID NO: 857)





465
APAF1
TTTGGTATCGTTTAGAGT



(SEQ ID NO: 56)
(SEQ ID NO: 858)





466
APAF1
TTTGGTATTGTTTAGAGT



(SEQ ID NO: 56)
(SEQ ID NO: 859)





467
APAF1
GTATGAGTCGTGGTAGGA



(SEQ ID NO: 56)
(SEQ ID NO: 860)





468
APAF1
GTATGAGTTGTGGTAGGA



(SEQ ID NO: 56)
(SEQ ID NO: 861)





469
APAF1
GTGGATTCGGCGGGATTT



(SEQ ID NO: 56)
(SEQ ID NO: 862)





470
APAF1
GTGGATTTGGTGGGATTT



(SEQ ID NO: 56)
(SEQ ID NO: 863)





471
APAF1
TTTAGAGGCGGAGAAGAA



(SEQ ID NO: 56)
(SEQ ID NO: 864)





472
APAF1
TTTAGAGGTGGAGAAGAA



(SEQ ID NO: 56)
(SEQ ID NO: 865)





473
APAF1
GAAGAGGTAGCGAGTGGA



(SEQ ID NO: 56)
(SEQ ID NO: 866)





474
APAF1
GAAGAGGTAGTGAGTGGA



(SEQ ID NO: 56)
(SEQ ID NO: 867)





475
HOXA5
AGTTAGTCGGGTTTTAAG



(SEQ ID NO: 57)
(SEQ ID NO: 868)





476
HOXA5
AGTTAGTTGGGTTTTAAG



(SEQ ID NO: 57)
(SEQ ID NO: 869)





477
HOXA5
TTATAGGGTTCGGTTTTT



(SEQ ID NO: 57)
(SEQ ID NO: 870)





478
HOXA5
TTATAGGGTTTGGTTTTT



(SEQ ID NO: 57)
(SEQ ID NO: 871)





479
HOXA5
TTTTAAGGCGAGGTTAAA



(SEQ ID NO: 57)
(SEQ ID NO: 872)





480
HOXA5
TTTTAAGGTGAGGTTAAA



(SEQ ID NO: 57)
(SEQ ID NO: 873)





481
HOXA5
ATGATAGGCGTTTATTAA



(SEQ ID NO: 57)
(SEQ ID NO: 874)





482
HOXA5
ATGATAGGTGTTTATTAA



(SEQ ID NO: 57)
(SEQ ID NO: 875)





483
RASSF1
GTAGTTTTCGAGAATGTT



(SEQ ID NO: 58)
(SEQ ID NO: 876)





484
RASSF1
GTAGTTTTTGAGAATGTT



(SEQ ID NO: 58)
(SEQ ID NO: 877)





485
RASSF1
GGAAATCGGTAATTAGAA



(SEQ ID NO: 58)
(SEQ ID NO: 878)





486
RASSF1
GGAAATTGGTAATTAGAA



(SEQ ID NO: 58)
(SEQ ID NO: 879)





487
RASSF1
TTTGTGTCGTCGGGAAAT



(SEQ ID NO: 58)
(SEQ ID NO: 880)





488
RASSF1
TTTGTGTTGTTGGGAAAT



(SEQ ID NO: 58)
(SEQ ID NO: 881)





489
RASSF1
TAGTTTTCGCGTAGAATT



(SEQ ID NO: 58)
(SEQ ID NO: 882)





490
RASSF1
TAGTTTTTGTGTAGAATT



(SEQ ID NO: 58)
(SEQ ID NO: 883)

















TABLE 3










Oligonucleotides used in differentiation between



adenocarcinoma and adjacent lung tissue.









No:
Gene
Oligo:













232:1184A
SFN
GAGTAGGTCGACGTTAT




(SEQ ID NO: 40)
(SEQ ID NO: 884)





232:1184B
SFN
GAGTAGGTTGAATGTTAT



(SEQ ID NO: 40)
(SEQ ID NO: 885)





383:1452A
CDH13
ATGTAAAACGAGGGAGCG



(SEQ ID NO: 48)
(SEQ ID NO: 886)





383:1452B
CDH13
ATGTAAAATGAGGGAGTG



(SEQ ID N0: 48)
(SEQ ID NO: 887)





232:1346A
SFN
AAAAGTAACGAGGAGGGT



(SEQ ID NO: 40)
(SEQ ID NO: 888)





232:1346B
SFN
AAAAGTAATGAGGAGGGT



(SEQ ID NO: 40)
(SEQ ID NO: 889)





153:374A
MGMT
TAGGTTATCGGTGATTGT



(SEQ ID NO: 31)
(SEQ ID NO: 890)





153:374B
MGMT
TAGGTTATTGGTGATTGT



(SEQ ID NO: 31)
(SEQ ID NO: 891)





350:697A
CDKN1C
ATGAAGAACGGTTAAGGG



(SEQ ID NO: 46)
(SEQ ID NO: 892)





350:697B
CDKN1C
ATGAAGAATGGTTAAGGG



(SEQ ID NO: 46)
SE ID NO: 893)

















TABLE 4










Oligonucleotides used in differentiation between



sauamous cell carcinoma and lung tissue.









No:
Gene
Oligo:













401:40A
HLA-F
TATTTGGGCGGGTGAGTGT




(SEQ ID NO: 10)
(SEQ ID NO: 894)





401:40B
HLA-F
TATTTGGGTGGGTGAGTG



(SEQ ID NO: 10)
(SEQ ID NO: 895)





2035:2074A
CDKN2a
GGAGTTTTCGGTTGATTG



(SEQ ID NO: 20)
(SEQ ID NO: 896)





2035:2074B
CDKN2a
GGAGTTTTTGGTTGATTG



(SEQ ID NO: 20)
(SEQ ID NO: 897)





130:165A
GPIb beta
TTTGAGAGCGGGTGGGAG



(SEQ ID NO: 7)
(SEQ ID NO: 898)





130:165B
GPBb beta
TTTGAGAGTGGGTGGGAG



(SEQ ID NO: 7)
(SEQ ID NO: 899)





2172:1805A
MYC
GAGGGATCGCGTTGAGTA



(SEQ ID NO: 34)
(SEQ ID NO: 900)





2172:1805B
MYC
GAGGGATTGTGTTGAGTA



(SEQ ID NO: 34)
(SEQ ID NO: 901)





2191:310A
PAX6
TATTGTTTCGGTTGTTAG



(SEQ ID NO: 36)
(SEQ ID NO: 902)





2191:310B
PAX6
TATTGTTTTGGTTGGTTAG



(SEQ ID NO: 36)
(SEQ ID NO: 903)





130:175A
GPIb beta
GTGGGAGCGGAAGTTTGA



(SEQ ID NO: 7)
(SEQ ID NO: 904)





130:175B
GPIb beta
GTGGGAGTGGAAGTTTGA



(SEQ ID NO: 7)
(SEQ ID NO: 905)





2212:1793A
RARB
TAGTAGTTCGGGTAGGGT



(SEQ ID NO: 39)
(SEQ ID NO: 906)





2212:1793B
RARB
TAGTAGTTTGGGTAGGGT



(SEQ ID NO: 39)
(SEQ ID NO: 907)





2135:868A
LKB1
AGGGAGGTCGTTGGTATT



(SEQ ID NO: 29)
(SEQ ID NO: 912)





2135:868B
LKB1
AGGGAGGTTGTTGGTATT



(SEQ ID NO: 29)
(SEQ ID NO: 913)





2034:430A
CDKN1B
TTTGATTTCGAGGGGAGT



(SEQ ID NO: 19)
(SEQ ID NO: 914)





2034:430B
CDKN1B
TTTGATTTTGAGGGGAGT



(SEQ ID NO: 19)
(SEQ ID NO: 915)





2153:374A188
MGMT
TAGGTTATCGGTGATTGT




(SEQ ID NO: 890)





2153:374B188
MGMT
TAGGTTATTGGTGATTGT




(SEQ ID NO: 891)

















TABLE 5










Oligonucleotides used in differentiation between



adenocarcinoma and squamous cell carcinoma.









No:
Gene
Oligo:













2338:1413A
VHL
GGTGTTTTCGTGTGAGAT




(SEQ ID NO: 45)
(SEQ ID NO: 916)





2338:1413B
VHL
GGTGTTTTTGTGTGAGAT



(SEQ ID NO: 45)
(SEQ ID NO: 917)





2035:2074A
CDKN2a
GGAGTTTTTCGGTTGATTG



(SEQ ID NO: 20)
(SEQ ID NO: 896)





2035:2074B
CDKN2a
GGAGTTTTTGGTTGATTG



(SEQ ID NO: 20)
(SEQ ID NO: 897)









Claims
  • 1. A method for detecting and differentiating between lung cell proliferative disorders associated with at least one gene and/or their regulatory regions from the group comprising MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1 in a subject, said method comprising contacting a target nucleic acid in a biological sample obtained from said subject with at least one reagent or a series of reagents, wherein said reagent or series of reagents, distinguishes between methylated and non methylated CpG dinucleotides within the target nucleic acid.
  • 2. A method according to claim 1 wherein, said method differentiates between at least two members of the following group of medical conditions: adenocarcinoma, squamous cell carcinoma and lung tissue.
  • 3. A method according to claim 1 wherein, said method differentiates between adenocarcinoma and lung tissue.
  • 4. A method according to claim 1 wherein, said method differentiates between squamous cell carcinoma and lung tissue.
  • 5. Use of methods according to claim 1 wherein, said methods are used to differentiate between adenocarcinoma and squamous cell carcinoma.
  • 6. A method according to any one of claims 1 to 5 comprising the following steps: obtaining a biological sample containing genomic DNA extracting the genomic DNA converting cytosine bases in the genomic DNA sample which are unmethylated at the 5-position, by treatment, to uracil or another base which is dissimilar to cytosine in terms of base pairing behaviour; fragments of the pretreated genomic DNA are amplified, and identification of the methylation status of one or more cytosine positions.
  • 7. The method according to claim 6, characterised in that the reagent is a solution of bisulfite, hydrogen sulfite or disulfite.
  • 8. The method as recited in claims 6 and 7, characterised in that the amplification is carried out by means of the polymerase chain reaction (PCR).
  • 9. The method as recited in one of the claims 6 through 8, characterised in that the amplification is carried out by means of a heat-resistant DNA polymerase.
  • 10. The method as recited in one of the claims 6 through 9, characterised in that more than ten different fragments having a length of 100-2000 base pairs are amplified.
  • 11. The method as recited in one of claims 6 through 10, wherein the amplification step is carried out using a set of primer oligonucleotides comprising SEQ ID NO: 308 to SEQ ID NO: 427.
  • 12. The method as recited in one of the claims 6 through 11, characterised in that the amplification of several DNA segments is carried out in one reaction vessel.
  • 13. The method as recited in one of claims 6 through 12, characterised in that the amplification step preferentially amplifies DNA which is of particular interest in healthy and/or diseased lung tissues, based on the specific genomic methylation status of lung tissue, as opposed to background DNA.
  • 14. The method according to one of claims 6 through 13, characterised in that the methylation status within at least one gene and/or their regulatory regions from the group comprising MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1 is detected by hybridisation of each amplificate to an oligonucleotide or peptide nucleic acid (PNA)-oligomer.
  • 15. A method according to claim 14, characterised in that the oligonucleotide or peptide nucleic acid (PNA)-oligomer is taken from the group comprising SEQ ID NO: 428 to SEQ ID NO: 917.
  • 16. The method according to claims 6 through 15, characterised in that the amplificates are labelled.
  • 17. The method as recited in claim 16, characterised in that the labels of the amplificates are fluorescence labels.
  • 18. The method as recited in claim 16, characterised in that the labels of the amplificates are radionuclides.
  • 19. The method as recited in claims 16, characterised in that the labels of the amplificates are detachable molecule fragments having a typical mass which are detected in a mass spectrometer.
  • 20. The method as recited in one of the claims 6 through 19, characterised in that the amplificates or fragments of the amplificates are detected in the mass spectrometer.
  • 21. The method as recited in one of the claims 19 and 20, characterised in that the produced fragments have a single positive or negative net charge.
  • 22. The method as recited in one of the claims 19 through 21, characterised in that detection is carried out and visualised by means of matrix assisted laser desorption/ionization mass spectrometry (MALDI) or using electron spray mass spectrometry (ESI).
  • 23. A method according to claims 1 through 5, comprising the following steps: a) obtaining a biological sample containing genomic DNA b) extracting the genomic DNA c) digesting the genomic DNA comprising at least one or more CpGs of the genes MDR1, APOC2, CACNA1G, EGR4, AR, RB1, GP1b beta, MYOD1, WT1, HLA-F, ELK1, APC, ARHI, BCL2, BRCA1, CALCA, CCND2, CDH1, CDKN1B, CDKN2a, CDKN2B, CD44, CSPG2, DAPK1, GGT1, GSTP1, HIC-1, LAP18, LKB1, LOC51147, MGMT, MLH1, MNCA9, MYC, N33, PAX6, PGR, PTEN, RARB, SFN, S100A2, TFF1, TGFBR2, TIMP3, VHL, CDKN1C, CAV1, CDH13, NDRG1, PTGS2, THBS1, TMEFF2, PLAU, DNMT1, ESR1, APAF1, HOXA5 and RASSF1 with one or more methylation sensitive restriction enzymes, and d) detection of the DNA fragments generated in the digest of step c).
  • 24. A method according to claim 23, wherein the DNA digest is amplified prior to Step d).
  • 25. The method as recited in claim 24, characterised in that the amplification is carried out by means of the polymerase chain reaction (PCR).
  • 26. The method as recited in one of the claims 24 and/or 25, characterised in that the amplification of more than one DNA fragments is carried out in one reaction vessel.
  • 27. The method as recited in one of the claims 24 through 26 characterised in that the polymerase is a heat-resistant DNA polymerase.
  • 28. An isolated nucleic acid of a pretreated genomic DNA according to one of the sequences taken from the group comprising SEQ ID NO: 76 to SEQ ID NO: 307 and sequences complementary thereto.
  • 29. An oligomer, in particular an oligonucleotide or peptide nucleic acid (PNA)-oligomer, said oligomer comprising at least one base sequence of at least 10 nucleotides which hybridises to or is identical to a pretreated genomic DNA according to one of the SEQ ID NO: 76 to SEQ ID NO: 307 according to claim 28.
  • 30. The oligonucleotide as recited in claim 29; wherein the base sequence includes at least one CpG or TpG dinucleotide sequence.
  • 31. The oligonucleotide as recited in claim 30; characterized in that the cytosine of the at least one CpG or TpG dinucleotide is/are located approximately in the middle third of the oligomer.
  • 32. An oligomer, in particular an oligonucleotide or peptide nucleic acid (PNA)-oligomer, according to one of the sequences taken from the group comprising SEQ ID NO: 428 to SEQ ID NO: 917.
  • 33. A set of oligonucleotides, comprising at least two oligonucleotides according to any of claims 29 to 32.
  • 34. A set of oligonucleotides, comprising at least two oligonucleotides according to SEQ ID NO: 884 to 893.
  • 35. One or more isolated nucleic acid(s) taken from the group. according to SEQ ID NO: 59 to 63.
  • 36. A set of oligonucleotides, comprising at least two oligonucleotides according to SEQ ID NO: 894 to 907, 912 to 915, and 890 and 891.
  • 37. One or more isolated nucleic acid(s) taken from the group according to SEQ ID NO: 62, 64 to 70, 73, and 74.
  • 38. A set of oligonucleotides, comprising at least two oligonucleotides according to SEQ ID NO: 896, 897, 916, and 917.
  • 39. One or more isolated nucleic acid(s) taken from the group according to SEQ ID NO: 65 and 75.
  • 40. A set of oligomers, peptide nucleic acid (PNA)-oligomers and/or isolated nucleic acids as recited in claims 33 through 39, comprising oligomers for detecting the methylation state of all CpG dinucleotides within one or more of the sequences according to SEQ ID NO: 1 to SEQ ID NO: 58 and sequences complementary thereto.
  • 41. Use of a set of oligomers or peptide nucleic acid (PNA)-oligomers according to any of claims 29 through 34, 36, and 38 as probes for determining the cytosine methylation state and/or single nucleotide polymorphisms (SNPs) of sequences according to 1 to SEQ ID NO: 58 and sequences complementary thereto.
  • 42. Use of a set of oligonucleotides according to claim 34 or nucleic acid(s) according to claim 35 for the differentiation between adenocarcinoma and lung tissue.
  • 43. Use of a set of oligonucleotides according to claim 36 or nucleic acid(s) according to claim 37 for the differentiation between squamous cell carcinoma and lung tissue.
  • 44. Use of a set of oligonucleotides according to claim 38 or nucleic acid(s) according to claim 39 for the differentiation between adenocarcinoma and squamous cell carcinoma.
  • 45. A set of at least two oligonucleotides or peptide nucleic acid (PNA)-oligomers as recited claim 29, as primer oligonucleotides for the amplification of DNA sequences of one of SEQ ID NO: 76 to SEQ ID NO: 307 according to claim 28 and/or sequences complementary thereto and segments thereof.
  • 46. Use of a pretreated genomic DNA according to claim 28 for the determination of the methylation status of a corresponding genomic DNA and/or detection of single nucleotide polymorphisms (SNP).
  • 47. A set of oligonucleotides or peptide nucleic acid (PNA)-oligomers as recited in claims 33, 34, 36, or 38 characterised in that at least one oligonucleotide is bound to a solid phase.
  • 48. A set of oligonucleotides or peptide nucleic acid (PNA)-oligomers as recited in claims 33, 34, 36 or 38 , characterised in that all members of the set are bound to a solid phase.
  • 49. A method for manufacturing an arrangement of different oligomers or peptide nucleic acid (PNA)-oligomers (array) for analysing diseases associated with the corresponding genomic methylation status of the CpG dinucleotides within one of the SEQ ID NO: 1 to SEQ ID NO: 58 and sequences complementary thereto , wherein at least one oligomer according to any of the claims 33, 34, 36 or 38 is coupled to a solid phase.
  • 50. An arrangement of different oligomers or peptide nucleic acid (PNA)-oligomers (array) obtainable according to claims 47 and 48.
  • 51. An array of different oligonucleotide- and/or PNA-oligomer sequences as recited in claim 50, characterised in that these are arranged on a plane solid phase in the form of a rectangular or hexagonal lattice.
  • 52. A nucleic acid or peptide nucleic acid array for the analysis of lung cell proliferative disorders associated with the methylation state of genes comprising at least one nucleic acid according to one of the preceding claims.
  • 53. The array as recited in and of the claims 50 through 62, characterised in that the solid phase surface is composed of silicon, glass, polystyrene, aluminium, steel, iron, copper, nickel, silver, or gold.
  • 54. A kit comprising a bisulfite (=disulfite, hydrogen sulfite) reagent as well as oligonucleotides and/or PNA-oligomers according to one of the claims 29 through 39.
  • 55. The use of oligonucleotides or peptide nucleic acid (PNA)-oligomers according to SEQ ID NO: 76 to SEQ ID NO: 917 for the detection of a predisposition to differentiation between subclasses, diagnosis, prognosis, treatment and/or monitoring of lung cell proliferative disorders.
  • 56. A DNA sequence according to one of the sequences taken from the group comprising SEQ ID NO: 76 to SEQ ID NO: 307 and sequences complementary thereto for use in the analysis of cytosine methylation within said nucleic acid for the detection of a predisposition to, differentiation between subclasses, diagnosis, prognosis, treatment and/or monitoring of lung cell proliferative disorders.
Priority Claims (1)
Number Date Country Kind
101 61 625.2 Dec 2001 DE national
PCT Information
Filing Document Filing Date Country Kind 371c Date
PCT/EP02/14026 12/10/2002 WO 12/21/2005