FIELD OF THE INVENTION
The present invention relates to a method for the identification of tissue cell specific marker genes, a method for the determination of a disease state or developmental status of cells/tissue as well as to gene expression profiling of cartilage tissue. More specifically, the invention relates to microarrays containing a plurality of selected human chondrocyte specific sequences and their use for classification of cartilage donor tissue or generation of characteristic gene expression profiles of in vitro chondrocyte cultures. Such DNA arrays find use as a standard tool of molecular biology research and clinical diagnostics for all cartilaginous or related tissues.
BACKGROUND OF THE INVENTION
Limitation on Current Microarray Technologies
DNA array technology, also known as biochip or microarray technology, is currently revolutionizing modern biology. In this technology, a biological sample is applied to a glass slide or chip covered with an array of immobilized DNA probes. Sample nucleic acid complementary to specific probes on the array hybridizes and can be detected with high sensitively with automated, computerized detectors. In this manner, hundreds to thousands of different individual hybridization experiments can be performed simultaneously. This allows assays of enormous complexity to be carried out—for example, an analysis of the entire gene expression profile of a cancer cell—with simplicity unimaginable only a few years ago. As a consequence many patents as well as scientific publications have accumulated during the last years. U.S. Pat. No. 6,194,158 discloses characteristic genes and gene expression useful in screening for, diagnosis of, monitoring of, and therapeutic treatment of brain cancer. U.S. Pat. No. 6,218,122 discloses methods for determining or monitoring the progression of disease states or the efficacy of therapeutic regimens within human patients. U.S. Pat. No. 6,077,673 discloses mouse arrays having a plurality of probe polynucleotides corresponding to a key mouse gene for expression analysis of critical mouse genes. A list of representative scientific papers dealing with monitoring the expression level of a large number of transcripts within a cell at any time are as follows: Schena et al., 1995, Quantitative monitoring of gene expression patterns with a complementary DNA-microarray, Science 270: 467-470; Lockhart et al., 1996, Expression monitoring by hybridization to high-density oligonucleotide arrays, Nature Biotechnology 14:1675-1680; Blanchard et al., 1996, Sequence to array: Probing the genome's secrets, Nature Biotechnology 14:1649. Qi et al., 2003, Identification of genes responsible for osteoblast differentiation from human mesodermal progenitor cells PNAS 18; 100 (6):3305-10. While this list of scientific papers and patents reflects without any doubt the great potential of microarrays, there are a couple of yet unsolved problems that are more and more discussed among the scientific community. Especially, these problems are data overflow, representative sample collection, RNA processing and inappropriate data analysis. It is even suspected that within next five years, many of conclusions drawn from published data will be revised or refuted. Thus there remains a real and unmet need for advanced microarray solutions, targeted to specific tissues above all with respect to simplification and substantiation of the process of data generation and data handling. With respect to this issue the disclosed invention has made considerable contribution in the cartilage area with a cartilage-specific microarray containing a manageable number of cartilage relevant genes.
Limitation on the Number of Cartilage Relevant Genes
Until today the number of cartilage-relevant genes (genes that have been associated a potential functional role on cartilage biology, homeostasis or pathology) is very limited. Approximately, 100-200 genes have been described in the literature in any relationship to cartilage tissue. While existing publications e.g. Heller et al PNAS, 94; 2150-2155; 1997 have described analysis of inflammatory diseases of cartilage and Sekiya et al PNAS 99; 43974402; 2001 cartilage formation from stem cells with microarrays, a comprehensive analysis and determination of characteristic gene expression profiles for 2D, 3D, fetal, adult and pathological chondrocytes cell cultures cultivated under different conditions has not been performed up to now. While in patent WO01/24833 A2 a few markers have been determined that are associated with chondorcytes and their phenotype stability, it will not be possible to perform a detailed gene expression analysis and to define specific fingerprints. Therefore the possibility of characterizing culture conditions or cartilage tissue samples can not be thoroughly addressed.
Completion of the human genome first project draft on 2000 has revealed that the human genome comprises ˜30000-35000 human genes. Estimates show that the number and type of active genes vary significantly between different tissues and may increase up to a couple of 10000 for complex tissues, e.g. brain. As a consequence, many genes albeit fully sequenced may have yet not been, disclosed to be functionally up- or down regulated in cartilage or cartilage derived cells. The inventive approach described herein has made possible to up to now disclose a total of 467 known and additional genes being differentially expressed in a significant and objective manner within chondrocytes or chondrogenic cells.
By means of the already known and additionally found to be cartilage related genes, a strategy to best address and represent chondrocytes cultured under different conditions has been developed in the scope of the present invention.
SUMMARY OF THE INVENTION
In a first aspect the present invention relates to a method for the identification of tissue/cell specific marker genes comprising
- a) taking tissue and/or cells of at least one developmental stage and/or at least one disease state, and/or
- cultivating said tissue and/or cells in vitro under at least one culture condition,
- b) determination of gene expression profiles of said tissue/cells and/or in vitro cultivated tissue/cells and
- c) identification of specific marker genes by bioinformatic analysis of said gene expression profiles.
In particular, the first aspect relates to a method for the identification of tissue/cell specific marker genes comprising cultivating tissue/cells of different developmental stages and/or health conditions in vitro under different culture conditions, determination of gene expression profiles of said in vitro cultivated cartilage tissue and identification of specific marker genes by bioinformatic analysis of said gene expression profiles.
In a preferred embodiment said tissue is selected from the group consisting of fetal tissue, adolescent tissue, adult tissue, healthy tissue, pathological tissue, progenitor cells such as stem cells or cells derived from the same precursor lineage. Preferred culture conditions are 2D and 3D in vitro cultures and the gene expression profiles are preferably determined by means of a micro-array. The bioinformatic analysis of said gene expression profiles is preferably done by cluster software such as e.g cluster analysis.
In a preferred embodiment said tissue is cartilage.
A second aspect of the present invention relates to a method for the determination of a disease state or developmental status of cells/tissue or the physiological potential of cells/tissue. Said method comprises establishing a profile of cellular constituents, preferably a gene expression profile, of said cells or tissue, comparison of said resulting gene expression profile with gene expression profiles characteristic for a particular status or physiological potential of the examined cells or tissue.
Said method can e.g be used to assess the redifferentiation potential of cells or tissue, the assessment of the quality of tissue biopsies for diagnostic and prognostic purposes regarding in vitro tissue engineering applications, the assessment of the quality of in vitro produced cells such as e.g. mesenchymal cells, stem cells or embryonic cells or of in vitro produced tissue for therapeutical applications and for determining the effect of one or more growth factors, media compositions or drugs on cells or tissue. Based on said method it is e.g. possible to set up different in vitro culture conditions for cells/tissue allowing the cultivation of cells/tissue which retain their potential for differentiation.
In a preferred embodiment said cells or tissue is cartilage tissue or chondrocytes and the array comprises polynucleotide probes of tissue specific marker genes.
In a further preferred embodiment said profile is a gene expression profile which is determined by means of a micro-array.
A further object of the present invention is a method for the determination of characteristic profits for clinical use comprising correlating the patient data of the biopsy donor with the gene expression profile of said biopsy cells/tissue. Preferably said gene expression profile has been determined according to the above disclosed method. The resulting profiles of said method are suitable tools in the clinic allowing an evaluation of further treatments of a patient.
The present invention provides characteristic gene expression profiles experimentally determined by using cartilaginous tissues as from individual human donors of various ages (fetal, adolescent, adult) and health conditions (healthy and arthritic) or cells thereof cultivated under different in vitro culture conditions (2D and 3D in vitro cultures, time follow ups). From these different gene expression profiles a set of hitherto 467 markers has been deduced that can be used to design and produce a cartilage specific microarray for commercial applications in the field of R&D, such as culture media development, drug screening etc., but also for clinical applications.
Gene expression analysis performed with such microarrays and the corresponding analytical procedure thereof can be used to assess quality control of human donor cartilage, e.g. biopsy and therefore optimization of any downstream tissue engineering process, for diagnostic evaluation of the patient and its candidate treatment methods, to ensure a cost-optimized procedure, to investigate and assess all kind of 2D- and 3D in vitro cultures performed with human chondrocytes or chondrogenic cells, e.g. stem cells, to screen all kind of drugs, e.g. hormones, growth factors within the above mentioned in vitro cultures regarding a potential beneficial effect and quality assessment of in vitro produced tissue performed by tissue engineered procedures.
In a further aspect the present invention provides a cartilage array comprising a plurality of different polynucleotide probe spots stably associated with a solid surface of a carrier, whereby each of said spots is made of a unique polynucleotide that corresponds to one specific cartilage marker gene.
A preferred cartilage array of the present invention comprises at least two spots that have different nucleotide sequences but of the same cartilage marker gene, more preferably at least 10 spots indicative for one tissue or cell status, whereby said at least 10 spots can be selected from different sequences of one gene or from different genes or a combination thereof.
In a preferred embodiment said polynucleotides of the array do not cross hybridize under stringent conditions with each other.
In a preferred embodiment of the present invention the cartilage array comprises spots that are indicative for at least two tissue or cell status, preferably 3.
A further preferred inventive cartilage array is an array wherein at least part of the cartilage marker genes are selected from the 467 genes listed in the description, preferably at least 10%, more preferably at least 50%, most preferably about 100%.
A further preferred inventive cartilage array is an array wherein at least part of the cartilage marker genes are selected from a subgroup of the 467 genes listed in the description, wherein said subgroup consists of the most tissue specific 200 genes.
In another preferred embodiment the status is selected from biopsies and/or 2D cultures and/or 3D cultures of healthy adult, healthy fetal/infant, undesired adult, undesired fetal/infant or progenitor cells like e.g. stem cells or cells derived from the same precursor lineage.
In a further preferred embodiment of the present invention the polynucleotide probes of the cartilage array have a length of at least 10 nucleotides, preferably at least 20 nucleotides. The probes can also have a length of 30 nucleotides, 50 nucleotides or 70 nucleotides. It is as well possible to use PCR derived products produced from cDNA clones.
In a preferred embodiment the carrier of the inventive cartilage array is attached to coated glass, nylon or any other material.
A further object of the present invention is a kit for use in a hybridization assay, wherein said kit comprises a cartilage array of the present invention. In a preferred embodiment said kit comprises reagents for generating a labelled target polynucleotide sample, a hybridization buffer and a wash medium.
DESCRIPTION OF THE FIGURES
The present invention will be further understood from the following description with reference to the tables and figures where:
Tab. I shows the determined number of all genes in the corresponding SOM analysis being differentially expressed according to microarray analyses of a variety of in vitro chondrocyte cultures according to predefined criteria. From these data sets specific expression profiles can be deduced that are characteristic for different cell culture conditions.
Tab. II shows the extracted and reviewed genes deduced from Tab I in order to have only single entry numbers. Since most of these genes have never been described in any relationship to cartilage, they can be considered as novel cartilage marker (positive/negative markers) or key cartilage genes.
Tab III shows a subset of marker genes form Tab. II that has been used for the production of a micro-array. Included is a subset from Tab II and genes known from the literature.
Tab IV shows the results of the analysis of the 467 cartilage specific marker genes.
Tab V shows the samples used in Examples 1, 2 and 3. Human chondrocytes isolated from 4 different donors were proliferated and kept in 3D-like pellet culture for 7 and 14 days resulting in a total number of 12 samples.
FIG. 1 shows a classical result from an analysis performed with self-organizing-maps. This software clusters all genes together in sub clusters that show a similar expression profile. The number of marker genes for the corresponding analysis e.g. 2D vs. 3D cultures (see also Tab I) corresponds to the total number of genes in the sub clusters.
FIG. 2 shows an example of a graphical presentation of a cluster analysis and viewed by the software treeview. This shows how cells from different origin and potential for in vitro cartilage formation are related to each other and allow a clearer classification of the cell sources. Fetal cells clearly produce different gene clusters compared to adult chondrocytes, while failures are characterized by other gene clusters. Furthermore 3D cell cultures analyzed in a time dependent manner from different donors can be distinguished among each other and gene expression profiles will be grouped accordingly.
FIG. 3: SOM analysis of all culture conditions and samples described in Example 2 and in Tab V.
FIG. 4: SOM analysis for proliferated chondrocytes (t0) only, for the 4 donors. Gene expression pattern corresponding to donor 2 (the second spot from left hand side in every cluster) behaves different in most clusters.
FIG. 5: SOM analysis of chondrocytes kept in 3D culture condition for 7 days (t7). Gene expression pattern from donor 3 (the third spot from left hand side in every cluster) is different for example in clusters c2 and c5.
FIG. 6 shows self organized maps (SOM) of chondrocytes from same patients of FIGS. 4 and 5 kept under 3D culture condition for 14 days (t14).
FIG. 7: cluster analysis of all culture conditions and samples described in Example 2 and in Tab V. This figure shows a subset of 88 hierarchical clustered genes (rows) and samples (columns) demonstrating similar gene expression behavior of chondrocytes under different culture conditions. For example proliferated cells (#1, #2, #4, #5, #7, #8, #10, #11) can easily be discriminated from cells kept in 3D-like pellet culture for 14 days (3#, 6#, 9#, 12#).
FIG. 8: cluster analysis of human aortic fibroblasts vs. chondrocytes. This figure shows a subset of selected clusters of human aortic fibroblasts cells compared to human chondrocytes both kept in 3D pellet cultures for 14 days. The dendrogram in the upper part of the figure shows the ability of CART-CHIP™ 300 microarray described in this invention to discriminate between different cell lines.
FIG. 9: cluster analysis of Interleukin-1 treated vs. untreated human chondrocytes. This figure demonstrates a subset of representative gene clusters allowing differentiation between cells treated with Interleukin-1 from untreated cells both kept in 3D pellet cultures as well as for proliferated cells.
DETAILED DESCRIPTION OF THE INVENTION
Definitions
2D cultures as used in the scope of the present invention are anchorage dependent chondrocyte cultures cultivated on plastic culture devices.
3D cultures as used in the scope of the present invention are chondrocytes cultured in a three dimensional environment, namely either a) scaffold-free, such as small high density pellet cultures (0.25-3.0*106 cells) or as high density cultures using 50*106 cells/ml or aliquots thereof; or b) by using a synthetic scaffold such as PGA, PLA, or mixtures thereof or biological substances such as agarose, alginate, chitosan or collagen.
failures as used in the scope of the present invention are chondrocytes cultured in a three dimensional environment that are not able to synthesize new extracellular matrix thereby compromising the production of new living tissue engineered cartilage equivalents.
gene expression profile as used in the scope of the present invention is a profile of genes that are up or down regulated according to different cell conditions.
fingerprint as used in the scope of the present invention refers to a gene expression profile characteristic for a cellular status.
tissue or cell status as used in the scope of the present invention refers to a tissue or cells therof having a certain metabolic or activity status.
new extracellular matrix as used in the scope of the present invention designates living cartilage-like tissue.
micro-array as used in the scope of the present invention is used in its original scope that encompasses embodiments today sometimes refused to as “macro-arrays”.
The Invention
The present invention provides cartilage-specific gene arrays as well as methods for their use. In the subject cartilage arrays, a plurality of polynucleotide probe spots are stably associated with the surface of a solid carrier, preferably a surface of a microscope glass slide. Each different polynucleotide probe spot is made of a unique polynucleotide that corresponds to a key cartilage gene of interest. Thus, the subject arrays find particular use in gene expression assays of key cartilage genes. In further describing the subject of the invention, the cartilage specific microarrays are first discussed, followed by a review of representative applications in which the subject arrays may be employed.
Arrays of the Subject Invention-General Description
Selection of Novel Key Cartilage Specific Genes:
A critical feature of the subject arrays is that all of the probe polynucleotide spots of the array correspond to human key cartilage genes that have been found through unique selection processes and criteria. As a result of said processes, up to now 467 different key human cartilage genes that are under tight transcriptional role have been discovered, some of them being not described before in any relationship to cartilage. In more detail, different microarray analyses were performed by using cartilaginous tissues as from individual human donors of various ages (fetal, adolescent, adult) and health conditions (healthy and arthritic) or cells thereof cultivated under different in vitro culture conditions (2D and 3D in vitro cultures, time follow ups). This variety of cartilage cell sources and different culture conditions was set up to grasp the highest possible number of genes differentially expressed and thus being indicative of a potential role.
It has been found that specific chondrocyte culture conditions are of great importance for the present invention that discloses a plurality of novel key cartilage genes as well as characteristic and meaningful gene expression patterns. For this reason, the strategy and criteria of the analysed in vitro human chondrocyte cultures are described in more detail. The principal experimental setup included both the cultivation of chondrocytes in an anchorage dependent condition, known as 2D cultures for expansion of cells e.g. where the passages is variable but at least more then one, as well as cultivation of chondrocytes in an anchorage independent condition, known as 3D cultures for (re-)differentiation and de novo tissue formation of cells. These are the key steps of any tissue engineering process where autologous tissue equivalents are produced. Since the cell source is either a small biopsy, a small bone marrow aspirate in case of mesenchymal stem cells or other tissue with a limited number of pre-chondrogenic cells, it is first necessary to isolate those cells in order to be able to multiply the cell number drastically. In case of a cartilage biopsy, cells are released from their surrounding extracellular matrix by collagenase digestion and then seeded onto the surface of plastic tissue culture flasks. The proliferation may take place either in the presence or absence of fetal serum combined with conventional DMEM/F12 medium. Cells can then be passaged by trypsin treatment over several rounds. As a major drawback of this necessary cell expansion, the cells loose their differentiated phenotype and assume a de-differentiated phenotype with altered gene expression. It is further known that with increasing number of passages the state of de-differentiation also advances. As a consequence, genes being transcriptionally upregulated under such artificial culture conditions are cartilage relevant in a manner being indicative of an undesired cellular status. It is also quite common to designate these genes as de-differentiation or negative markers. While healthy tissue in general has been found to re-differentiate in 3D culture after up to 4 passages in 2D cultures, tissue of undesired cellular status cultivated under usual conditions, such as usual culture media, usually does not re-differentiate in 3D culture after at most 4 passages in 2D culture.
Subculture modulated chondrocytes that do not express differentiation markers reexpress the differentiated phenotype in response to the anchorage—independence resulting from various 3D culture models, e.g. high density cultures, agarose or alginate cultures, or cultures within synthetic scaffolds such as made of polyglycolic acid (PGA), polylactic acid (PLA) or mixtures thereof. To set up three dimensional cell cultures the cells are detached after proliferation by trypsin treatment and embedded either in gel-like substances such as alginate, seeded within a porous scaffold such as PGA or cultivated as high-density cultures, only. The time for the analysis may vary and ideally addresses several time points (up to several weeks). Thus 3D in vitro chondrocyte cultures support the differentiated phenotype of chondrocytes and can be used to discover cartilage relevant genes or differentiation markers. It should be noted however, that reversibility of the de-differentiation process is dependent on the number of passages and can become irreversible or at least partially irreversible at higher passage numbers (under usual conditions at most about 4 passages). As a rule the time course of de- and re-differentiation are similar. During skeletal development, cartilage serves as a template for bone formation. Chondrocytes of fetal or infant (<1 year) or growth plate cartilage pass through different stages and exhibit several distinct phenotypes, such as resting, proliferating, and hypertrophic chondrocytes. Progression through each of these phases is accompanied by profound changes in gene expression patterns. Further, evidence has accumulated that the successful sequence of cartilage repair via tissue engineering recapitulates aspects of embryonic tissue formation. For these reasons, it is important to consider fetal and infant cartilaginous tissue. Cells isolated from human fetal/infant cartilage that are cultivated in 2D and 3D culture systems as described above are especially helpful to understand the mechanisms underlying the phenotypic instability of chondrocytes and the related gene expression patterns. These 2D and 3D culture system may then be analyzed to deduce gene expression profiles and to define marker genes that are characteristic for the (re-)differentiation process. Thus maintenance of chondrocyte-specific phenotype being crucial for normal structure and biomechanical properties of articular cartilage may be better understood and have important implications for modern therapeutic biological applications.
The above mentioned experimental setup for 2D and 3D cultures may be even expanded to compare human adult cells with human fetal/infant chondrocytic cells of age <1 year. The comparison of gene expression profiles of adult versus fetal/infant human chondrocytes during the in vitro cartilage formation process is an important aspect since marker genes associated with developmental aspects are revealed. This can be of further interest when 3D cell cultures need to be optimized for their in vitro performance for the production of new tissue by e.g. adding growth factors that are found to play a major role during the early onset of cartilage formation in vivo.
Another experimental setup found in the scope of this invention includes the in vitro culture of cells harvested from cartilaginous areas of arthritic knee joints. Osteoarthritis (OA) results from the failure of chondrocytes within the joint to maintain the balance between synthesis and degradation of extracellular matrix. OA is a multifactorial disorder in which aging, genetic, hormonal and mechanical factors are all major contributors to its onset and progression. With progressing disease state, the articular chondrocytes ability to maintain homeostasis and functionality is increasingly disappearing. As a consequence, the phenotype of osteoarthritic chondrocytes compared with normal chondrocytes exhibits remarkable changes. Gene expression profiling allows characterization of the osteoarthritic cellular phenotype, a key determinant for understanding and manipulation of osteoarthritic processes. By studying and comparing the gene expression profiles of chondrocytes harvested from pathological and healthy human cartilage areas it becomes possible to identify marker genes that are able to predict the future outcome of cell cultures used for in vitro tissue engineering applications. This also relates to the very critical question of the assessment of the quality of the starting biopsy material that is being used for downstream applications like tissue engineering. By having this important information before performing any downstream applications like e.g. proliferation and consecutive 3D in vitro tissue formation, the further steps of any process can then be adapted or even not performed at all because of inadequate quality of biopsy material. Such decision may be of high relevance when tissue-engineering processes are transferred or applied in the clinic. Gene expression profiling of chondrocytes may then be used as a diagnostic tool to allow and to choose that therapeutic approach with the most promising clinical outcome.
A further important aspect of the invention is the observation that chondrocytes derived from osteoarthritic patient material always qualify for anchorage dependent proliferation in 2D over several passages. These cells however, if subsequently induced to re-differentiate by culturing them as 3D high density pellets, do not survive over an extended time period, in most cases they die in culture by undergoing apoptosis. It is assumed that these cells, due to an altered phenotype, are not capable of producing the critical survival factors in the appropriate concentrations, above all extracellular matrix components providing intercellular spaces as they occur in native cartilage. Cells that are not suitable to be cultured within 3D high density cultures are herein referred to as “failures”. These impaired cell cultures can be used to set up representative “failure” systems, where cells from different pathological cartilage sources are harvested, proliferated and cultivated in 3D high density pellet culture systems. After each of these experimental steps, RNA can be isolated from the different cell sources and combined to create “failure pools”. These failure pools are very well suitable to identify general marker genes being indicative of the onset of osteoarthritis.
For finding cartilage relevant genes, and for determining their presence dependent on the specific cartilage type such as age, health etc., sufficient material must be generated, e.g. by 2D culturing over several passages, and optionally 3D culturing. Said material then can on be subjected to usual gene analyses, and the tissue specific genes determined. Cartillage samples are classified prior to culturing and/or after culturing to get the information needed for later interpretation of the gene expression profile.
A further experimental setup of the current inventions discloses the analysis of chondrocytes grown in 3D cultures isolated from pathological human cartilage and analyzed in a time dependent manner. This experimental set-up allows to study the apoptotic process and to further define additional dynamic and characteristic gene expression profiles, useful for deducing and further assessment of the quality of the biopsy material.
The microarray process and strategy for disclosing all the cartilage relevant genes with the above-mentioned tissues and cell culture criteria will be described in the following. An important issue of the inovative strategy used by the inventors of the present inventions is to use various microarrays containing a high number of genes comprising different functional categories preferentially by representing the whole genome. The broader the microarray regarding the coverage of the human genome the more genes associated with chondrocyte cell cultures can be determined. The chosen strategy of the inventors was not obvious to a person skilled in the art.
RNA isolated from the above mentioned different cell cultures conditions may be radioactive labeled with e.g. 33P or fluorescence like e.g. Cy3 and hybridized to the corresponding filters or microarrays. After hybridization each array may then be scanned and the corresponding signals measured (Tab IV). This raw data file needs then to be calibrated and normalized in a manner to create an input file for the further downstream analysis process. In principle if the data are normalized an expression profile is created. To identify the key cartilage marker genes being differentially expressed under the chosen criteria, tedious bioinformatic analysis are conducted. Corresponding cell cultures and their expression profiles are therefore compared and analyzed accordingly and the different clusters of marker genes determined by software analysis e.g. self-organizing maps (herein referred to as SOM). A representative example of a result for the comparison of different gene expression profiles from different cell culture conditions performed by SOM analysis is given in FIG. 1. By performing SOM analysis genes that are similarly expressed are clustered together in so-called sub clusters. The total amount of marker genes for one analysis corresponds to the total amount of sub clusters containing the corresponding genes. Table I in the appendix summarize the results of all the different analysis performed and encompasses all the genes determined for every set of cell culture analysis.
By performing this analytical procedure the analysis reveals several characteristic up and down regulated marker genes for different cellular culture conditions. From these marker genes characteristic expression profiles can then be deduced and used as a benchmark for the comparison or further characterization of other cell cultures.
Hence, on the one hand previously unknown cartilage—relevant genes associated with different culture conditions and on the other hand characteristic gene expression profiles (cellular fingerprints) indicative of a stage of development, a disease state or a particular selected cell culture condition are revealed. These fingerprints are part of the current invention and are of major importance for the classification and characterization of chondrocytes cultivated under different culture conditions.
Since the gene clusters from all the different analysis contain repetitive gene entries, they have been further processed so that only single entry genes are recorded (see Tab II). This 467 selected sequences are thus all key cartilage genes that are activated and thus differentially expressed according to a stage of development, a disease state or a particular selected cell culture condition and are part of the current invention. A list of all 467 genes with their Pubmed accession no. and a description is given below See also Tables II and III):
List of Table II Related Sequences:
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Pubmed
Accesion NoDescription
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AA283693Human osteoclast stimulating factor mRNA, complete cds
AA845156Serine protease inhibitor, Kazal type 1
R52548Human superoxide dismutase (SOD-1) mRNA, complete cds
T67128ARYLAMINE N-ACETYLTRANSFERASE, MONOMORPHIC
AA845015Elastase 1, pancreatic (elastase IIA)
AA937895Antigen identified by monoclonal antibodies 12E7, F21 and O13
AA844998Pancreatic polypeptide
AA844818Amylase, alpha 2A; pancreatic
AA894557Creatine kinase B
AA872001Annexin VI (p68)
H09590Human mRNA for eukaryotic initiation factor 4AI
AA868278Testis specific protein 1 (probe H4-1 p3-1)
AA490855Acid finger protein ZNF173
H05820Human MRL3 mRNA for ribosomal protein L3 homologue (MRL3 = mammalian
ribosome L3)
N57766Agammaglobulinaemia protein-tyrosine kinase atk
AA873885Alkaline phosphatase, liver/bone/kidney
AA878880Interferon (gamma)-induced cell line; protein 10 from
R54818Human eukaryotic initiation factor 2B-epsilon mRNA, partial cds
AA458630RENIN PRECURSOR, RENAL
W37864Phosphatase and tensin homolog (mutated in multiple advanced cancers 1)
N63192Phenylethanolamine N-methyltransferase
R55789Human X11 protein mRNA, partial cds
R56871Human chromatin assembly factor-I p60 subunit mRNA, complete cds
AA448659M-PHASE INDUCER PHOSPHATASE 2
AA235388Tropomodulin
W37769Chromogranin B (secretogranin 1)
AA421701H. sapiens mRNA for MUF1 protein
N81029Collagen, type XVIII, alpha 1
AA644128Nuclear autoantigenic sperm protein (histone-binding)
N26536ATPase, Cu++ transporting, beta polypeptide (Wilson disease)
AA890663Human protein kinase PAK1 mRNA, complete cds
AA405987Glycerol kinase 2 (testis specific)
AA888182Ribosomal protein S4, X-linked
H09730Adenylate kinase 2 (adk2)
AA285155CDC46 HOMOLOG
AA873351Ribosomal protein L35a
H12320CAMP-RESPONSE ELEMENT BINDING PROTEIN
AA856556Ribosomal protein S28
R43581Human guanine nucleotide-binding protein G-s, alpha subunit mRNA, partial cds
AA63376860S RIBOSOMAL PROTEIN L24
AA496880Ribosomal protein L5
AA625632Ubiquitin A-52 residue ribosomal protein fusion product 1
R40850H. sapiens mRNA for alpha-centractin
AA486072Small inducible cytokine A5 (RANTES)
N80129Metallothionein 1L
T67270UBIQUINOL-CYTOCHROME C REDUCTASE COMPLEX SUBUNIT VI REQUIRING
PROTEIN
AA77536460S RIBOSOMAL PROTEIN L30
AA464743Ribosomal protein L21
AA663983Triosephosphate isomerase 1
AA63400840S RIBOSOMAL PROTEIN S23
AA68305040S RIBOSOMAL PROTEIN S8
AA77587460S RIBOSOMAL PROTEIN L18
AA029934Integrin, alpha V (vitronectin receptor, alpha polypeptide, antigen CD51)
AA872397GALECTIN-2
AA428195Protein tyrosine phosphatase, non-receptor type 2
AA478724Insulin-like growth factor binding protein 6
T40541H. sapiens mRNA for human giant larvae homolog
N33214H. sapiens mRNA for membrane-type matrix metalloproteinase 1
W69399Homo sapiens adenosine triphosphatase mRNA, complete cds
H85454Homo sapiens delayed-rectifier K+ channel alpha subunit (KCNS1) mRNA, complete
cds
T71284Complement component 1, q subcomponent, beta polypeptide
N95418Human FK-506 binding protein homologue (FKBP38) mRNA, complete cds
AA430675Human DNA repair protein XRCC9 (XRCC9) mRNA, complete cds
AA682851Homo sapiens mRNA for ERp28 protein
AA427433PROTEIN PHOSPHATASE PP2A, 65 KD REGULATORY SUBUNIT, ALPHA
ISOFORM
AA100296H. sapiens PAP mRNA
AA070997Proteasome (prosome, macropain) subunit, beta type, 6
R27585Proteasome component C2
N71628Spi-B transcription factor (Spi-1/PU.1 related)
AA464566Human mRNA for LDL-receptor related protein
AA043228Calponin 3, acidic
AA478273APEX nuclease (multifunctional DNA repair enzyme)
H05619Homo sapiens GDNF family receptor alpha 2 (GFRalpha2) mRNA, complete cds
AA405562Protein phosphatase 4 (formerly X), catalytic subunit
AA147043Homo sapiens CAGH1a (CAGH1) mRNA, partial cds
AA035384Homo sapiens mRNA for small subunit of cytochrome b in succinate dehydrogenase
complex, complete cds
R60150Human mRNA for histidyl-tRNA synthetase (HRS)
N64051Homo sapiens Werner syndrome gene, complete cds
AA405748SPLICING FACTOR U2AF 65 KD SUBUNIT
AA461110Homo sapiens growth-arrest-specific protein (gas) mRNA, complete cds
AA845167ELASTASE IIIA PRECURSOR
AA443118Homo sapiens mRNA for CD151, complete cds
N92319Glycoprotein Ib (platelet), beta polypeptide
AA187148Core-binding factor, beta subunit
AA253413Friedreich ataxia
AA046701ATP SYNTHASE LIPID-BINDING PROTEIN P1 PRECURSOR
AA164562Homo sapiens actin-related protein Arp3 (ARP3) mRNA, complete cds
AA496357Homo sapiens SKB1Hs mRNA, complete cds
AA180742TUBULIN ALPHA-4 CHAIN
AA454743Human protease M mRNA, complete cds
AA437226Interleukin 10 receptor
AA458849Homo sapiens placental bikunin mRNA, complete cds
AA504891Crystallin, alpha B
AA609655Homo sapiens mRNA for SCP-1, complete cds
AA599158MULTIFUNCTIONAL AMINOACYL-TRNA SYNTHETASE
AA052932Homo sapiens casein kinase I gamma 2 mRNA, complete cds
AA789328Homo sapiens (clone PK2J) CDC2-related protein kinase (PISSLRE) mRNA,
complete cds
AA129537Human GAP SH3 binding protein mRNA, complete cds
AA486209Low density lipoprotein-related protein-associated protein 1 (alpha-2-macroglobulin
receptor-associated protein 1
H39018H. sapiens Syt V gene (genomic and cDNA sequence)
AA464217V-akt murine thymoma viral oncogene homolog 1
T95053Homo sapiens Rigui (RIGUI) mRNA, complete cds
AA454646LYMPHOTOXIN-BETA RECEPTOR PRECURSOR
AA448400Human plectin (PLEC1) mRNA, complete cds
H13691Major histocompatibility complex, class II, DM beta
AA132086Homo sapiens RCL (Rcl) mRNA, complete cds
AA488073Mucin 1, transmembrane
N40945H. sapiens mRNA for DRES9 protein
R55705Homo sapiens orexin receptor-1 mRNA, complete cds
H50114Homo sapiens NMDA receptor mRNA, complete cds
AA452841Human K-CI cotransporter (hKCC1) mRNA, complete cds
W73790IMMUNOGLOBULIN-RELATED 14.1 PROTEIN PRECURSOR
N30302POSSIBLE GTP-BINDING PROTEIN HSR1
AA291556Human ras inhibitor mRNA, 3′ end
AA598510Human APRT gene for adenine phosphoribosyltransferase
AA453787Human TFIIB related factor hBRF (HBRF) mRNA, complete cds
H05655Human transcriptional activator mRNA, complete cds
AA419177INTEGRAL MEMBRANE PROTEIN E16
AA458807Human retinal protein (HRG4) mRNA, complete cds
AA293218Cleavage stimulation factor, 3′ pre-RNA, subunit 2, 64 kD
W44860Human calmodulin mRNA, complete cds
AA629862Homo sapiens mRNA for smallest subunit of ubiquinol-cytochrome c reductase,
complete cds
AA447674Homo sapiens HIV-Nef associated acyl CoA thioesterase (hNAACTE) mRNA,
complete cds
T52484Nerve growth factor beta
AA496810Protein kinase C substrate 80K-H
AA486233G1 to S phase transition 1
AA079775TYROSINE-PROTEIN KINASE CSK
W73889Tetranectin (plasminogen-binding protein)
R50337Solute carrier family 19 (folate transporter), member 1
R55046MpV17 transgene, murine homolog, glomerulosclerosis
R46821T-COMPLEX PROTEIN 1, ALPHA SUBUNIT
R87763Human telencephalin precursor mRNA, complete cds
H69583Human BTG2 (BTG2) mRNA, complete cds
R56046Guanine nucleotide binding protein (G protein), alpha z polypeptide
AA922705Glycogen phosphorylase B (brain form)
AA487571Surfactant, pulmonary-associated protein C
AA402440Homo sapiens exportin t mRNA, complete cds
H29521ATP-binding cassette 3
AA490911Homo sapiens drp1 mRNA, complete cds
AA486082Homo sapiens sgk gene
AA6780652,3-bisphosphoglycerate mutase
R43509Human Gu binding protein mRNA, partial cds
N57553Adenosine receptor A2
AA676955Aplysia ras-related homolog 12
R14692Human Na/H antiporter (APNH1) mRNA, complete cds
AA488979Homo sapiens nucleolar protein (MSP58) mRNA, complete cds
AA443630Aldehyde dehydrogenase 8
AA027840H. sapiens mRNA for RIT protein
AA456830Diacylglycerol kinase, alpha (80 kD)
AA453015H. sapiens L23-related mRNA
AA074446Human GTP cyclohydrolase I feedback regulatory protein gene, complete cds
AA027042DNA-DIRECTED RNA POLYMERASE II 23 KD POLYPEPTIDE
AA629923Human mRNA for pM5 protein
AA460830Homo sapiens (clone mf.18) RNA polymerase II mRNA, complete cds
AA454218Homo sapiens transcription factor SL1 mRNA, complete cds
AA046523H. sapiens mRNA for centrin gene
R51346Human eIF-2-associated p67 homolog mRNA, complete cds
AA029964Human ataxin-2 related protein mRNA, partial cds
AA489219DUTP pyrophosphatase
AA043133Solute carrier family 16 (monocarboxylic acid transporters), member 1
AA812973Human mRNA for testis-specific TCP20, complete cds
AA453471GANGLIOSIDE GM2 ACTIVATOR PRECURSOR
AA284693Transcription factor AP-4 (activating enhancer-binding protein 4)
N90281Human B7 mRNA, complete cds
AA629542Brush-1
AA679345Human BTK region clone ftp-3 mRNA
H37774Tuberin
T97181Platelet factor 4
AA454879Plasminogen activator, urokinase receptor
AA147640Phosphorylase, glycogen; liver (Hers disease, glycogen storage disease type VI)
AA757429Human serotonin N-acetyltransferase mRNA, complete cds
AA490991Homo sapiens HnRNP F protein mRNA, complete cds
AA422058H. sapiens mRNA for D1075-like gene
N66208Human (ard-1) mRNA, complete cds
AA630776Human AP-3 complex delta subunit mRNA, complete cds
AA827287Human interferon-induced leucine zipper protein (IFP35) mRNA, partial cds
AA488084Superoxide dismutase 2, mitochondrial
R89715Protein kinase C, gamma
AA490501H. sapiens mRNA; UV Radiation Resistance Associated Gene
N32199Human melanoma antigen recognized by T-cells (MART-1) mRNA
AA434404DNA primase polypeptide 2A (58 kD)
N93686Aldehyde dehydrogenase 7
AA292676Human metargidin precursor mRNA, complete cds
AA464417INTERFERON-INDUCIBLE PROTEIN 1-8U
AA442092Catenin (cadherin-associated protein), beta 1 (88 kD)
AA026644Transcription factor 3 (E2A immunoglobulin enhancer binding factors E12/E47)
AA481464Peptidylprolyl isomerase B (cyclophilin B)
T68859Alpha-2-plasmin inhibitor (alpha-2-PI)
AA699560Surfeit 1
AA705069Human mRNA for receptor of retinoic acid
AA457739Homo sapiens putative OSP like protein mRNA, partial cds
H99843Homo sapiens mRNA for quinolinate phosphoribosyl transferase, complete cds
AA399410Signal transducer and activator of transcription 3 (acute-phase response factor)
AA443039HEAT SHOCK 70 KD PROTEIN 1
AA164440Human autoantigen pericentriol material 1 (PCM-1) mRNA, complete cds
AA446453Human mRNA for c-myc binding protein, complete cds
AA280692Diacylglycerol kinase delta
AA031514Matrix metalloproteinase 7 (matrilysin, uterine)
R33154Msh (Drosophila) homeo box homolog 1 (formerly homeo box 7)
AA487452Human DNA fragmentation factor-45 mRNA, complete cds
AA400329Human gene for neurofilament subunit M (NF-M)
AA454668Prostaglandin-endoperoxide synthase 1 (prostaglandin G/H synthase and
cyclooxygenase)
AA486393Cytokine receptor family II, member 4
R52541unknown EST
AA171613Homo sapiens carbonic anhydrase precursor (CA 12) mRNA, complete cds
AA235706Human TATA-binding protein associated factor 30 kDa subunit (tafII30) mRNA,
complete cds
AA668527Human mucosal addressin cell adhesion molecule-1 (MAdCAM-1) mRNA, complete
cds
T54144Homo sapiens homolog of the Aspergillus nidulans sudD gene product mRNA,
complete cds
R14080Calcium modulating ligand
AA609599Homo sapiens SSX3 (SSX3) mRNA, complete cds
AA489201H. sapiens mRNA for PHAPI2b protein
R08876Human 26S proteasome-associated pad1 homolog (POH1) mRNA, complete cds
H46425H. sapiens Pur (pur-alpha) mRNA, complete cds
R56149Human putative transmembrane protein (nma) mRNA, complete cds
AA454619Homo sapiens mRNA for Hic-5, partial cds
H15445H. sapiens mRNA for SEX gene
AA705225Myosin, light polypeptide 4, alkali; atrial, embryonic
AA191488Human high-affinity copper uptake protein (hCTR1) mRNA, complete cds
N64862Human SLP-76 associated protein mRNA, complete cds
R45413Human transmembrane 4 superfamily protein (SAS) mRNA, complete cds
R77293Intercellular adhesion molecule 1 (CD54), human rhinovirus receptor
AA436187Integrin, alpha M (complement component receptor 3, alpha; also known as CD11b
(p170), macrophage antigen alpha polypeptide)
AA676470H. sapiens IAI.3B mRNA
AA443634Homo sapiens ubiquitin conjugating enzyme G2 (UBE2G2) mRNA, complete cds
AA664180Glutathione peroxidase 3 (plasma)
W58658H. sapiens mRNA for CLPP
H54023Homo sapiens monocyte/macrophage Ig-related receptor MIR-10 (MIR cl-10) mRNA,
complete cds
H73724Cyclin-dependent kinase 6
T70031Human neutral amino acid transporter B mRNA, complete cds
AA481758DNAJ PROTEIN HOMOLOG 1
AA521431Human profilin mRNA, complete cds
AA446103ERGIC-53 PROTEIN PRECURSOR
N92646Immunoglobulin gamma 3 (Gm marker)
AA453789Protein-tyrosine kinase 7
AA425299Homo sapiens ezrin-radixin-moesin binding phosphoprotein-50 mRNA, complete cds
AA868929Troponin T1, skeletal, slow
R60019Homolog 2 of Drosophila large discs
AA857343Human putative RNA binding protein (RBP56) mRNA, complete cds
AA481438Complement component 1 inhibitor (angioedema, hereditary)
AA399674Human small proline rich protein (sprII) mRNA, clone 1292
T98887Glucose-6-phosphatase
AA676404Peptidylprolyl isomerase C (cyclophilin C)
H15747Human HU-K4 mRNA, complete cds
H16958Human glyceraldehyde 3-phosphate dehydrogenase mRNA
AA936783Eukaryotic translation initiation factor 3 (eIF-3) p36 subunit
AA884709Cytochrome P450 11 beta
H24688Human SWI/SNF complex 170 KDa subunit (BAF170) mRNA, complete cds
AA884403Human cardiotrophin-1 (CTF1) mRNA, complete cds
AA4046195′ nucleotidase (CD73)
AA598611IMMEDIATE-EARLY RESPONSE PROTEIN NOT
H72875GATA-binding protein 3
H63361Eukaryotic translation initiation factor 2B (eIF-2B) alpha subunit
R39221Human MAP kinase mRNA, complete cds
R02346U1 snRNP 70K protein
R51835unknown EST
R33031H. sapiens mRNA for sigma 3B protein
AA412053CD9 antigen
AA001897Erythroid alpha-spectrin
W81191Homo sapiens nucleolar autoantigen No55 mRNA, complete cds
AA430552Homo sapiens proline-rich Gla protein 2 (PRGP2) mRNA, complete cds
AA394130Human transducin-like protein mRNA, complete cds
N92864Human cleavage and polyadenylation specificity factor mRNA, complete cds
AA457123VALYL-TRNA SYNTHETASE
R43320Human guanine nucleotide-binding regulatory protein (Go-alpha) gene
AA670430Glutamate receptor, metabotropic 3
H65066Visinin-like 1
AA458785GUANYLATE CYCLASE SOLUBLE, BETA-1 CHAIN
AA485871H. sapiens mRNA for myosin-I beta
T39411Human 53K isoform of Type II phosphatidylinositol-4-phosphate 5-kinase (PIPK)
mRNA, complete cds
R00855Homo sapiens 59 protein mRNA, 3′ end
H98666Metallopeptidase 1 (33 kD)
H72028GELSOLIN PRECURSOR, PLASMA
AA679177Human follistatin-related protein precursor mRNA, complete cds
N21576Human mitochondrial 1,25-dihydroxyvitamin D3 24-hydroxylase mRNA, complete cds
AA007419Human RGP4 mRNA, complete cds
T49657Homo sapiens TWIK-related acid-sensitive K+ channel (TASK) mRNA, complete cds
N38959Homo sapiens chaperonin containing t-complex polypeptide 1, beta subunit (Cctb)
mRNA, complete cds
R51912Human somatostatin I gene and flanks
H90415Breast cancer 1, early onset
H41489Adaptin, beta 1 (beta prime)
H15456CALPAIN 1, LARGE
W45415ELASTASE IIIB PRECURSOR
AA447751Tyrosine hydroxylase
AA487486Cyclin D1 (PRAD1; parathyroid adenomatosis 1)
R56604Cholinergic receptor, nicotinic, alpha polypeptide 4
T65772pulmonary surfactant protein (SP5)
H15085ADP-ribosylation factor 4-like
R61295Human ADP/ATP translocase mRNA, 3′ end, clone pHAT8
T61256H. sapiens KHK mRNA for ketohexokinase, clone pHKHK3a
AA405731Phosphoenolpyruvate carboxykinase 1 (soluble)
T71879Complement component C2
R59927Human mRNA for cytochrome c oxidase subunit VIc
AA496780Human small GTP binding protein Rab7 mRNA, complete cds
AA176688Human mRNA for lysosomal sialoglycoprotein, complete cds
AA436163Homo sapiens Pig12 (PIG12) mRNA, complete cds
AA428778Human placenta LERK-2 (EPLG2) mRNA, complete cds
AA463225Bone morphogenetic protein 4
AA485426Interferon (alpha, beta and omega) receptor 2
W47485Human sigma receptor mRNA, complete cds
H84982Human checkpoint suppressor 1 mRNA, complete cds
AA504615Homo sapiens mRNA for CAB1, complete cds
H94487Cathepsin E
AA448959Homo sapiens NADH: ubiquinone oxidoreductase 15 kDa IP subunit mRNA, nuclear
gene encoding mitochondrial protein, complete cds
AA070358Transketolase (Wernicke-Korsakoff syndrome)
AA453401Human PH-20 homolog (LUCA2) mRNA, partial cds
N66737Collagen, type II, alpha 1 (primary osteoarthritis, spondyloepiphyseal dysplasia,
congenital)
AA666180Human v-erbA related ear-2 gene
AA857131Human Tat-SF1 mRNA, complete cds
AA479102Protein kinase C, beta 1
AA456077Homo sapiens mRNA for p27, complete cds
R87497H. sapiens mRNA for 2.19 gene
AA718910Human tax1-binding protein TXBP181 mRNA, complete cds
AA406269Nuclear factor I/X (CCAAT-binding transcription factor)
N74623Insulin-like growth factor 2 (somatomedin A)
H99364Human chloride channel protein (CLCN7) mRNA, partial cds
AA447684Small proline-rich protein 1B (cornifin)
AA282301Homo sapiens nuclear dual-specificity phosphatase (SBF1) mRNA, partial cds
H99588Human lymphoid nuclear protein (LAF-4) mRNA, complete cds
N53512Homo sapiens alpha 2 delta calcium channel subunit isoform I mRNA, complete cds
AA683321Homo sapiens PAR-5 mRNA, probable 5′ end
AA608557Damage-specific DNA binding protein 1 (127 kD)
AA757764Homo sapiens mRNA for DNA-binding protein, complete cds
AA406064Homo sapiens testis-specific Basic Protein Y 1 (BPY1) mRNA, complete cds
N54596Human Krueppel-related zinc finger protein (H-plk) mRNA, complete cds
AA481988Transcription factor 7 (T-cell specific)
N62394Gap junction protein, beta 1, 32 kD (connexin 32, Charcot-Marie-Tooth neuropathy, X-
linked)
N26148Zinc finger protein 148 (pHZ-52)
AA496678B-cell CLL/lymphoma 3
AA400973NEUTROPHIL GELATINASE-ASSOCIATED LIPOCALIN PRECURSOR
AA497027Human mRNA, clone HH109 (screened by the monoclonal antibody of insulin
receptor substrate-1 (IRS-1))
N64508Homo sapiens podocalyxin-like protein mRNA, complete cds
AA033564H. sapiens mRNA for DGCR6 protein
AA446108Endoglin (Osler-Rendu-Weber syndrome 1)
AA159577Mucin 5, subtype B, tracheobronchial
R36958unknown EST
AA629808Ribosomal protein L6
AA482067Human tazarotene-induced gene 2 (TIG2) mRNA, complete cds
AA669314ATP synthase, H+ transporting, mitochondrial F1 complex, delta subunit
AA775241Aldolase A
R73584Homo sapiens hydroxysteroid sulfotransferase SULT2B1a (HSST2) mRNA, complete
cds
H28984PHOSPHATIDYLSERINE SYNTHASE I
R44202Homo sapiens catechol-O-methyltransferase (COMT) mRNA, complete cds
W70051H. sapiens mRNA for M-phase phosphoprotein, mpp9
AA401972Human RalGDS-like 2 (RGL2) mRNA, partial cds
AA236164CATHEPSIN S PRECURSOR
R22412Platelet/endothelial cell adhesion molecule (CD31 antigen)
AA424804MULTIDRUG RESISTANCE-ASSOCIATED PROTEIN 1
AA669443Eukaryotic translation initiation factor 5 (elF5)
N69689RAS-RELATED PROTEIN RAB-1A
H24316AQUAPORIN-CHIP
AA074224Recoverin
R36571Human U1 snRNP-specific protein A gene
AA056465Human 54 kDa protein mRNA, complete cds
AA633811H. sapiens E4BP4 gene
AA457155Human zinc-finger protein C2H2-150 mRNA, complete cds
AA45910460S RIBOSOMAL PROTEIN L13
R40212Human coatomer protein (HEPCOP) mRNA, complete cds
AA086476Adenosine monophosphate deaminase 1 (isoform M)
AA663310Thymidylate synthase
AA455640Homo sapiens signalosome subunit 3 (Sgn3) mRNA, complete cds
AA496879Human (clone E5.1) RNA-binding protein mRNA, complete cds
AA085749Homo sapiens mRNA for ATP binding protein, complete cds
AA425755Homo sapiens mRNA for leukemia associated gene 1
N52350H. sapiens mRNA for protein-tyrosine-phosphatase (tissue type: testis)
AA630104Lipase A, lysosomal acid, cholesterol esterase (Wolman disease)
AA454854ALPHA-AMYLASE 2B PRECURSOR
W73406DIHYDROPRYRIDINE-SENSITIVE L-TYPE, SKELETAL MUSCLE CALCIUM
CHANNEL GAMMA SUBUNIT
R12802Human cytochrome bc-1 complex core protein II mRNA, complete cds
AA465355Homo sapiens mRNA for U3 snoRNP associated 55 kDa protein
AA829383DUAL SPECIFICITY MITOGEN-ACTIVATED PROTEIN KINASE KINASE 3
AA629189Keratin 4
AA430512Homo sapiens cytoplasmic antiproteinase 3 (CAP3) mRNA, complete cds
AA456439Human homozygous deletion target in pancreatic carcinoma (DPC4) mRNA,
complete cds
H27864SECRETOGRANIN II PRECURSOR
AA644657MHC class I protein HLA-A (HLA-A28, -B40, -Cw3)
R40460Homo sapiens phosphatidylinositol 4-kinase mRNA, complete cds
W96058Human hnRNP H mRNA, complete cds
T72202Human transcription factor IL-4 Stat mRNA, complete cds
AA598794Connective tissue growth factor
AA599178Ribosomal protein L27a
R88247Adrenergic, beta, receptor kinase 1
T98612Alpha-1 type 3 collagen
AA454856Phospholipid hydroperoxide glutathione peroxidase
N67048Type 3 iodothyronine deiodinase
AA778675Homo sapiens mRNA for calmegin, complete cds
H51117Human calmodulin dependent phosphodiesterase PDE1B1 mRNA, complete cds
N361745-HYDROXYTRYPTAMINE 2B RECEPTOR
AA777187Homo sapiens Cyr61 mRNA, complete cds
R09561Decay accelerating factor for complement (CD55, Cromer blood group system)
R16849Human HsPex13p mRNA, complete cds
AA884167ANNEXIN XIII
AA136983Cadherin 11 (OB-cadherin)
AA488622Human signal transducing adaptor molecule STAM mRNA, complete cds
AA699427Fructose-bisphosphatase 1
AA490459Transcobalamin II
AA626787Human ras-related C3 botulinum toxin substrate (rac) mRNA, complete cds
N62179Human methylmalonate semialdehyde dehydrogenase gene, complete cds
N27190UBIQUITIN CARBOXYL-TERMINAL HYDROLASE ISOZYME L3
AA441895Human glutathione-S-transferase homolog mRNA, complete cds
AA463924FACTOR VIII INTRON 22 PROTEIN
N78843Homo sapiens cyclophilin-33A (CYP-33) mRNA, complete cds
AA629719Cytochrome c oxidase VIIc subunit
AA464755Ankyrin 1, erythrocytic
AA459351H. sapiens sds22-like mRNA
AA488346MYOSIN LIGHT CHAIN ALKALI, SMOOTH-MUSCLE ISOFORM
AA427899Human mRNA fragment encoding beta-tubulin. (from clone D-beta-1)
AA453813H. sapiens mRNA for Gal-beta(1-3/1-4)GlcNAc alpha-2.3-sialyltransferase
AA397824Dopachrome tautomerase (dopachrome delta-isomerase, tyrosine-related protein 2)
AA633901Transforming growth factor, beta-induced, 68 kD
AA181334Troponin I (skeletal fast)
AA292410Clusterin (complement lysis inhibitor; testosterone-repressed prostate message 2;
apolipoprotein J)
AA253434HEAT SHOCK FACTOR PROTEIN 2
AA455056H. sapiens mRNA for MAP kinase activated protein kinase
R55188Human pre-T/NK cell associated protein (3B3) mRNA, 3′ end
AA465723Homo sapiens mRNA for protein phosphatase 2C gamma
N49856SODIUM-AND CHLORIDE-DEPENDENT BETAINE TRANSPORTER
AA455272H. sapiens mRNA for ITBA1 protein
AA459292CDC28 protein kinase 1
AA878561Ubiquitin A-52 residue ribosomal protein fusion product 1
AA772066Human phosphatidylinositol (4,5)bisphosphate 5-phosphatase homolog mRNA,
partial cds
N78621H. sapiens mRNA for gamma-adaptin
AA291490H. sapiens mRNA for processing a-glucosidase I
N46828Homo sapiens mRNA for inositol 1,4,5-trisphosphate 3-kinase isoenzyme, partial cds
AA150487Alkaline phosphatase, placental (Regan isozyme)
AA282537MYOCYTE-SPECIFIC ENHANCER FACTOR 2
AA707922Human mRNA for cone-specific cGMP phosphodiesterase gamma subunit, complete
cds
AA443638Homo sapiens breast cancer-specific protein 1 (BCSG1) mRNA, complete cds
W73892Human putative tumor suppressor (LUCA15) mRNA, complete cds
N70734Troponin T2 (cardiac)
H57136Human phospholemman chloride channel mRNA, complete cds
AA709414Nidogen (enactin)
W65461Human protein tyrosine phosphatase mRNA, complete cds
AA436564Human cellular proto-oncogene (c-mer) mRNA, complete cds
AA029042Human hSIAH2 mRNA, complete cds
AA427725Homo sapiens carboxypeptidase Z precursor, mRNA, complete cds
N51280ADP-ribosylation factor like 1
AA281347H. sapiens mRNA for MHC class I promoter binding protein
AA402960Human HLA class III region containing NOTCH4 gene, partial sequence, homeobox
PBX2 (HPBX) gene, receptor for advanced glycosylation end products (RAGE) gene,
complete cds, and 6 unidentified cds
N98485Human forkhead protein FREAC-2 mRNA, partial cds
AA490209H. sapiens mRNA for Sop2p-like protein
W61361Homo sapiens cytoplasmic antiproteinase 2 (CAP2) mRNA, complete cds
N51018Biglycan
AA455281DEFENDER AGAINST CELL DEATH 1
W69471V-ski avian sarcoma viral oncogene homolog
AA486321Vimentin
AA458982Solute carrier family 9 (sodium/hydrogen exchanger), isoform 1 (antiporter, Na+/H+,
amiloride sensitive)
AA442095NEDD-4 PROTEIN
N99003Active BCR-related gene
AA609284Homo sapiens mRNA for Eph-family protein, complete cds
AA195036Human Ro/SSA ribonucleoprotein homolog (RoRet) mRNA, complete cds
AA478268Human CtBP mRNA, complete cds
AA608583Homo sapiens mRNA for OTK27, complete cds
AA486435Homo sapiens mRNA for CDEP, complete cds
AA505045Human L2-9 transcript of unrearranged immunoglobulin V(H)5 pseudogene
AA487893TUMOR-ASSOCIATED ANTIGEN L6
AA292226Homo sapiens creatine transporter mRNA, complete cds
H87106Homo sapiens T245 protein (T245) mRNA, complete cds
W96450Human putative tRNA synthetase-like protein mRNA, complete cds
N33331Human peroxisome proliferator activated receptor mRNA, complete cds
AA405800Dodecenoyl-Coenzyme A delta isomerase (3,2 trans-enoyl-Coenzyme A isomerase)
T51539Macrophage stimulating 1 (hepatocyte growth factor-like)
N59764Human guanosine 5′-monophosphate synthase mRNA, complete cds
AA521346H. sapiens mRNA for Ndr protein kinase
AA428551Homo sapiens SOX22 protein (SOX22) mRNA, complete cds
AA489383Bone morphogenetic protein 2
AA490172Collagen, type I, alpha-2
AA504477Human cytoskeleton associated protein (CG22) mRNA, complete cds
|
List of Table III related sequences:
|
|
Accession—
mrgdNAMEGene
|
M98539Human prostaglandin D2 synthase gene, exon 7
AB004922Homo sapiens gene for Smad 3, exon 1, partial sequence
AB006000Homo sapiens mRNA for chondromodulin-I precursor, complete cds
AB017364Homo sapiens mRNA for frizzled-2, complete cds
AB020236Homo sapiens gene for ribosomal protein L27A, complete cdsRibosomal protein L27a
AB042820Homo sapiens RPL6 gene for ribosomal protein L6, complete cdsRibosomal protein L6
AB043547Homo sapiens gene for SMAD4, partial cds
AB080265Homo sapiens CYP2J2 mRNA for cytochrome P450 2J2, complete cdsCytochrome P450, subfamily IIJ
(arachidonic acid epoxygenase) polypeptide 2
AF000979Homo sapiens testis-specific Basic Protein Y 1 (BPY1) mRNA, complete cdsHomo sapiens testis-specific Basic Protein
Y 1 (BPY1) mRNA, complete cds
AF001450Homo sapiens core binding factor alpha1
subunit (CBFA1) gene, exon 7 and complete cds
AF004231Homo sapiens monocyte/macrophage Ig-related receptor MIR-10 (MIR cl-10)Homo sapiens monocyte/macrophage Ig-related
mRNA, complete cdsreceptor MIR-10 (MIR cl-10) mRNA,
complete cds
AF009801Homo sapiens homeodomain protein (BAPX1) mRNA, complete cds
AF010126Homo sapiens breast cancer-specific protein 1 (BCSG1) mRNA, complete cdsHomo sapiens breast cancer-specific
protein 1 (BCSG1) mRNA, complete cds
AF010316Homo sapiens Pig12 (PIG12) mRNA, complete cdsHomo sapiens Pig12 (PIG12) mRNA,
complete cds
AF013591Homo sapiens homolog of the Aspergillus nidulans sudD gene product mRNA,Homo sapiens homolog of the
complete cdsAspergillus nidulans sudD gene product
mRNA, complete cds
AF037204Homo sapiens RING zinc finger protein (RZF) mRNA, complete cds
AF043339Homo sapiens macrophage
inflammatory protein 1 alpha (MIP1a) mRNA, partial cds
AF049656Homo sapiens inducible nitric oxide synthase (iNOS) mRNA, complete cds
AF072872Homo sapiens frizzled 1 mRNA, complete cds
AF188285Homo sapiens bone morphogenetic protein 9 (BMP9) mRNA, complete cds
AF189279Homo sapiens group IIE secretory phospholipase A2 mRNA, complete cds
AF248634Homo sapiens syndecan 3 (SDC3) mRNA, complete cds
AF304431Homo sapiens hypoxia-inducible factor
1 alpha subunit (HIF1A) mRNA, complete cds
AF339054Homo sapiens BCL2-associated X protein (BAX) gene, exons 1, 2 and partial cds
AF348700Homo sapiens ubiquitin A-52 residue ribosomal protein fusion product 1Ubiquitin A-52 residue ribosomal protein
(UBA52), mRNA, complete cdsfusion product 1
AF395008Homo sapiens interleukin 4 (IL4) gene, complete cds
AF405705Homo sapiens matrix metalloproteinase 3
(stromelysin 1, progelatinase) (MMP3) gene, complete cds
AF411526Homo sapiens nerve growth factor beta (NGFB) mRNA, complete cdsNerve growth factor beta
AF469046Homo sapiens macrophage migration inhibitory factor (MIF) mRNA, complete cds
AF477981Homo sapiens osterix mRNA, complete cds
AJ279016Homo sapiens mRNA for chondrocyte expressed protein 68 kDa (CEP-68 gene)
AY043326Homo sapiens keratin 4 (KRT4) gene, complete cdsKeratin 4
AY044847Homo sapiens aggrecanase 1 (ADAMTS4) gene, complete cds
D13748Human mRNA for eukaryotic initiation factor 4AIHuman mRNA for eukaryotic
initiation factor 4AI
D38255Homo sapiens mRNA for CAB1, complete cdsHomo sapiens mRNA for CAB1, complete cds
D45399Human mRNA for cone-specific cGMP phosphodiesterase gamma subunit,Human mRNA for cone-specific cGMP
complete cdsphosphodiesterase gamma subunit,
complete cds
D49738Human cytoskeleton associated protein (CG22) mRNA, complete cdsHuman cytoskeleton associated protein
(CG22) mRNA, complete cds
D49835Homo sapiens mRNA for DNA-binding protein, complete cdsHomo sapiens mRNA for DNA-binding
protein, complete cds
D90040Human mRNA for arylamine N-acetyltransferase (EC 2.3.1.5)ARYLAMINE N-ACETYLTRANSFERASE,
MONOMORPHIC
J00306Human somatostatin I gene and flanksHuman somatostatin I gene and flanks
J03191Human profilin mRNA, complete cdsHuman profilin mRNA, complete cds
J03592Human ADP/ATP translocase mRNA, 3′ end, clone pHAT8Human ADP/ATP translocase mRNA,
3′ end, clone pHAT8
J04111Human c-jun proto oncogene (JUN), complete cds, clone hCJ-1
J04177Human alpha-1 type XI collagen (COL11A1) mRNA, complete cds
J04973Human cytochrome bc-1 complex core protein II mRNA, complete cdsHuman cytochrome bc-1 complex core
protein II mRNA, complete cds
J05036Human cathepsin E mRNA, complete cdsCathepsin E
K00065Human superoxide dismutase (SOD-1) mRNA, complete cdsHuman superoxide dismutase (SOD-1) mRNA,
complete cds
K00650Human fos proto-oncogene (c-fos), complete cds
L05095Homo sapiens ribosomal protein L30 mRNA, complete cds60S RIBOSOMAL PROTEIN L30
L08895Homo sapiens MADS/MEF2-family
transcription factor (MEF2C) mRNA, complete cds
L10347Human pro-alpha1 type II collagen (COL2A1) gene exons 1-54, complete cds
L11566Homo sapiens ribosomal protein L18 (RPL18) mRNA, complete cds60S RIBOSOMAL PROTEIN L18
L13286Human mitochondrial 1,25-dihydroxyvitamin D3 24-hydroxylase mRNA,Human mitochondrial 1,25-dihydroxyvitamin
complete cdsD3 24-hydroxylase mRNA, complete cds
L13463Human helix-loop-helix basic phosphoprotein (G0S8) mRNA, complete cds
L13616Human focal adhesion kinase (FAK) mRNA, complete cds
L13720Homo sapiens growth-arrest-specific protein (gas) mRNA, complete cdsHomo sapiens growth-arrest-specific protein
(gas) mRNA, complete cds
L22009Human hnRNP H mRNA, complete cdsHuman hnRNP H mRNA, complete cds
L28997Homo sapiens ARL1 mRNA, complete cdsADP-ribosylation factor like 1
L31409Homo sapiens creatine transporter mRNA, complete cdsHomo sapiens creatine transporter mRNA,
complete cds
L33930Homo sapiens CD24 signal transducer mRNA, complete cds and 3′ region
L34059Homo sapiens cadherin-4 mRNA, complete cds
L41162Homo sapiens collagen alpha 3 type IX (COL9A3) mRNA, complete cds
L47647Homo sapiens creatine kinase B mRNA, complete cdsCreatine kinase B
M13994Human B-cell leukemia/lymphoma 2 (bcl-2) proto-oncogene
mRNA encoding bcl-2-alpha protein, complete cds
M14144Human vimentin gene, complete cdsVimentin
M14631Human guanine nucleotide-binding protein G-s, alpha subunit mRNA, partialHuman guanine nucleotide-binding protein G-s,
cdsalpha subunit mRNA, partial cds
M16652Human pancreatic elastase IIA mRNA, complete cdsElastase 1, pancreatic (elastase IIA)
M20137Human interleukin 3 (IL-3) mRNA, complete cds, clone pcD-SR-alpha
M22636Human U1 small nuclear ribonucleoprotein 70 kd protein mRNA, complete cdsU1 snRNP 70K protein
M37825Human fibroblast growth factor-5 (FGF-5) mRNA, complete cds
M57293Human parathyroid hormone-related peptide
(PTHRP) gene, exons 1A, 1B, 1C, and 2
M58458Human ribosomal protein S4 (RPS4X) isoform mRNA, complete cdsRibosomal protein S4, X-linked
M58525Homo sapiens catechol-O-methyltransferase (COMT) mRNA, complete cdsHomo sapiens catechol-O-methyltransferase
(COMT) mRNA, complete cds
M58549Human matrix Gla protein (MGP) mRNA, complete cds
M61877Human erythroid alpha-spectrin (SPTA1) mRNA, complete cdsErythroid alpha-spectrin
M62402Human insulin-like growth factor binding protein 6 (IGFBP6) mRNA, completeInsulin-like growth factor binding protein 6
cds
M65062Human insulin-like growth factor binding protein 5 (IGFBP-5) mRNA, complete cds
M65217Human heat shock factor 2 (HSF2) mRNA, complete cdsHEAT SHOCK FACTOR PROTEIN 2
M76701Homo sapiens zinc finger protein 35 (ZNF35) gene, exon 1
M77016Human tropomodulin mRNA, complete cdsTropomodulin
M81768Human Na/H antiporter (APNH1) mRNA, complete cdsHuman Na/H antiporter (APNH1) mRNA,
complete cds
M84489Human extracellular signal-regulated kinase 2 mRNA, complete cds
M84721Human AMP deaminase (AMPD3) mRNA, complete cdsAdenosine monophosphate deaminase
(isoform E)
M87842Human S-lac lectin L-14-II (LGALS2) mRNA, complete cdsGALECTIN-2
M92934Human connective tissue growth factor, complete cdsConnective tissue growth factor
M95610Human alpha 2 type IX collagen (COL9A2) mRNA, partial cds
M96684H. sapiens Pur (pur-alpha) mRNA, complete cdsH. sapiens Pur (pur-alpha) mRNA,
complete cds
M97676Homo sapiens (region 7) homeobox protein (HOX7) mRNA, complete cds
NM_000194Homo sapiens hypoxanthine phosphoribosyltransferase
1 (Lesch-Nyhan syndrome) (HPRT1), mRNA
NM_000213Homo sapiens integrin, beta 4 (ITGB4), mRNA
NM_000221Homo sapiens ketohexokinase (fructokinase) (KHK), transcript variant a,H. sapiens KHK mRNA for ketohexokinase,
mRNAclone pHKHK3a
NM_000235Homo sapiens lipase A, lysosomal acid, cholesterol esterase (WolmanLipase A, lysosomal acid, cholesterol esterase
disease) (LIPA), mRNA(Wolman disease)
NM_000358Homo sapiens transforming growth factor, beta-induced, 68 kD (TGFBI), mRNATransforming growth factor,
beta-induced, 68 kD
NM_000364Homo sapiens troponin T2, cardiac (TNNT2), mRNATroponin T2 (cardiac)
NM_000537Homo sapiens renin (REN), mRNARENIN PRECURSOR, RENAL
NM_000574Homo sapiens decay accelerating factor for complement (CD55, Cromer bloodDecay accelerating factor for complement
group system) (DAF), mRNA(CD55, Cromer blood group system)
NM_000600Homo sapiens interleukin 6 (interferon, beta 2) (IL6), mRNA
NM_000618Homo sapiens insulin-like growth factor 1 (somatomedia C) (IGF1), mRNA
NM_000632Homo sapiens Integrin, alpha M (complement component receptor 3, alpha;Integrin, alpha M (complement component
also known as CD11b (p170), macrophage antigen alpha polypeptide)receptor 3, alpha; also known as CD11b
(ITGAM), mRNA(p170), polypeptide) macrophage antigen alpha
NM_000711Homo sapiens bone gamma-carboxyglutamate
(gla) protein (osteocalcin) (BGLAP), mRNA
NM_000962Homo sapiens prostaglandin-endoperoxide synthase 1 (prostaglandin G/HProstaglandin-endoperoxide synthase 1
synthase and cyclooxygenase) (PTGS1), transcript variant 1, mRNA(prostaglandin G/H synthase and
cyclooxygenase)
MM_000977Homo sapiens ribosomal protein L13 (RPL13), transcript variant 1, mRNA60S RIBOSOMAL PROTEIN L13
NM_000996Homo sapiens ribosomal protein L35a (RPL35A), mRNARibosomal protein L35a
NM_001012Homo sapiens ribosomal protein S8 (RPS8), mRNA40S RIBOSOMAL PROTEIN S8
NM_001025Homo sapiens ribosomal protein S23 (RPS23), mRNA40S RIBOSOMAL PROTEIN S23
NM_001064Homo sapiens transketolase (Wernicke-Korsakoff syndrome) (TKT), mRNATransketolase (Wernicke-Korsakoff syndrome)
NM_001127Homo sapiens adaptor-related protein complex 1, beta 1 subunitAdaptin, beta 1 (beta prime)
AP1B1), mRNA
NM_001200Homo sapiens bone morphogenetic protein 2 (BMP2), mRNABone morphogenetic protein 2
NM_001229Homo sapiens caspase 9, apoptosis-related cysteine protease
(CASP9), transcript variant alpha, mRNA
NM_001511Homo sapiens GRO1 oncogene (melanoma growth
stimulating activity, alpha) (GRO1), mRNA
NM_001565Homo sapiens small inducible cytokine subfamily B (Cys-X-Cys), member 10Interferon (gamma)-induced cell line;
(SCYB10), mRNAprotein 10 from
NM_001632Homo sapiens alkaline phosphatase, placental (Regan isozyme) (ALPP),Alkaline phosphatase, placental
mRNA(Regan isozyme)
NM_001687Homo sapiens ATP synthase, H+ transporting, mitochondrial F1 complex, deltaATP synthase, H+ transporting,
subunit (ATP5D), mRNAmitochondrial F1 complex, delta subunit
NM_001718Homo sapiens bone morphogenetic protein 6 (BMP6), mRNA
NM_001745Homo sapiens calcium modulating ligand (CAMLG), mRNACalcium modulating ligand
NM_001797Homo sapiens cadherin 11, type 2, OB-cadherin
(osteoblast) (CDH11), transcript variant 1, mRNA
NM_001844Homo sapiens collagen, type II, alpha 1 (primary osteoarthritis,
spondyloepiphyseal dysplasia, congenital) (COL2A1), transcript variant 1, mRNA
NM_001912Homo sapiens cathepsin L (CTSL), mRNA
NM_001969Homo sapiens eukaryotic translation initiation factor 5 (EIF5), mRNAEukaryotic translation initiation factor 5 (eIF5)
NM_002073Homo sapiens guanine nucleotide binding protein (G protein), alpha zGuanine nucleotide binding protein
polypeptide (GNAZ), mRNApolypeptide (G protein), alpha z
NM_002094Homo sapiens G1 to S phase transition 1 (GSPT1), mRNAG1 to S phase transition 1
NM_002160Homo sapiens hexabrachion (tenascin C, cytotactin) (HXB), mRNA
NM_002211Homo sapiens integrin, beta 1 (fibronectin receptor, beta polypeptide,
antigen CD29 includes MDF2, MSK12) (ITGB1), mRNA
NM_002379Homo sapiens matrilin 1, cartilage matrix protein (MATN1), mRNA
NM_002381Homo sapiens matrilin 3 (MATN3) precursor, mRNA
NM_002421Homo sapiens matrix metalloproteinase 1 (interstitial collagenase) (MMP1), mRNA
NM_002424Homo sapiens matrix metalloproteinase 8 (neutrophil collagenase) (MMP8), mRNA
NM_002427Home sapiens matrix metalloproteinase 13 (collagenase 3) (MMP13), mRNA
NM_002591Homo sapiens phosphoenolpyruvate carboxykinase 1 (soluble) (PCK1), mRNAPhosphoenolpyruvate carboxykinase 1 (soluble)
mRNA carboxykinase 1 (soluble)
NM_002619Home sapiens platelet factor 4 (PF4), mRNAPlatelet factor 4
NM_002722Homo sapiens pancreatic polypeptide (PPY), mRNA
NM_002738Homo sapiens protein kinase C, beta 1 (PRKCB1), mRNAProtein kinase C, beta 1
NM_002903Homo sapiens recoverin (RCV1), mRNARecoverin
NM_003036Homo sapiens v-ski sarcoma viral oncogene homolog (avian) (SKI), mRNAV-ski avian sarcoma viral oncogene homolog
NM_003282Homo sapiens troponin I, skeletal, fast (TNNI2), mRNATroponin I (skeletal fast)
NM_003385Homo sapiens visinin-like 1 (VSNL1),Visinin-like 1
NM_003395Homo sapiens wingless-type MMTV integration
site family, member 14 (WNT14), mRNA
NM_004613Homo sapiens transglutaminase 2 (C polypeptide,
protein-glutamine-gamma-glutamyltransferase) (TGM2), mRNA
NM_004832Homo sapiens glutathione-S-transferase like; glutathione transferase omegaHuman glutathione-S-transferase homolog
(GSTTLp28), mRNAcds mRNA, complete
NM_004994Homo sapiens matrix metalloproteinase 9 (gelatinase B, 92 kD gelatinase,
92 kD type IV collagenase) (MMP9), mRNA
NM_004995Homo sapiens matrix metalloproteinase 14 (membrane-inserted) (MMP14), mRNA
NM_005038Homo sapiens peptidylprolyl isomerase D (cyclophilin D) (PPID), mRNA40 KD PEPTIDYL-PROLYL CIS-TRANS
ISOMERASE
NM_005186Homo sapiens calpain 1, (mu/l) large subunit (CAPN1), mRNACALPAIN 1, LARGE
NM_005346Homo sapiens heat shock 70 kD protein 1B (HSPA1B), mRNAHEAT SHOCK 70 KD PROTEIN 1
NM_005438Homo sapiens FOS-like antigen 1 (FOSL1), mRNA
NM_005506Homo sapiens CD36 antigen (collagen type I receptor, thrombospondin
receptor)-like 2 (lysosomal integral membrane protein II) (CD36L2), mRNA
NM_006289Homo sapiens talin 1 (TLN1), mRNA
NM_006988Homo sapiens a disintegrin-like and metalloprotease (reprolysin type)
with thrombospondin type 1 motif, 1 (ADAMTS1), mRNA
NM_007306Homo sapiens breast cancer 1, early onset (BRCA1), transcript variantBreast cancer 1, early onset
BRCA1-exon4, mRNA
NM_007352Homo sapiens elastase 3B, pancreatic (ELA3B), MrnaELASTASE IIIB PRECURSOR
NM_014000Homo sapiens vinculin (VCL), transcript variant meta-VCL, mRNA
NM_014470Homo sapiens GTP-binding protein (RHO6), mRNA
NM_018952Homo sapiens homeo box B6 (HOXB6), mRNA
NM_021019Homo sapiens myosin, light polypeptide 6, alkali, smooth muscle and non-MYOSIN LIGHT CHAIN ALKALI,
muscle (MYL6), transcript variant 1, mRNASMOOTH-MUSCLE ISOFORM
NM_033150Homo sapiens collagen, type II, alpha 1 (primary osteoarthritis,
spondyloepiphyseal dysplasia, congenital) (COL2A1), transcript variant 2, mRNA
NM_053056Homo sapiens cyclin D1 (PRAD1: parathyroid adenomatosis 1) (CCND1),Cyclin D1 (PRAD1; parathyroid
mRNAadenomatosis 1)
NM_080682Homo sapiens vascular cell adhesion
molecule 1 (VCAM 1), transcript variant 2, mRNA
S79854Homo sapiens type 3 iodothyronine deiodinase mRNA, complete cdsType 3 iodothyronine deiodinase
S83308SOX5 = Sry-related HMG box gene {alternatively
spliced} [human, testis, mRNA, 1473 nt]
U07424Human putative tRNA synthetase-like protein mRNA, complete cdsHuman putative tRNA synthetase-like
protein mRNA, complete cds
U07620Human MAP kinase mRNA, complete cdsHuman MAP kinase mRNA, complete cds
U08023Human cellular proto-oncogene (c-mer) mRNA, complete cdsHuman cellular proto-oncogene (c-mer)
mRNA, complete cds
U09303Human T cell leukemia LERK-2 (EPLG2) mRNA, complete cds
U09577Homo sapiens lysosomal hyaluronidase (LUCA2/HYAL2) mRNA, complete cdsHuman PH-20 homolog (LUCA2) mRNA,
partial cds
U09825Human acid finger protein mRNA, complete cdsAcid finger protein ZNF173
U13261Homo sapiens eIF-2-associated p67 homolog mRNA, complete cdsHuman eIF-2-associated p67 homolog
mRNA, complete cds
U13660Human cartilage-derived morphogenetic protein 1 (CDMP-1) mRNA, complete cds
U13991Human TATA-binding protein associated factor 30 kDa subunit (tafII30) mRNA,Human TATA-binding protein associated
complete cdsfactor 30 kDa subunit (tafII30) mRNA,
complete cds
U14966Human ribosomal protein L5 mRNA, complete cdsRibosomal protein L5
U14971Human ribosomal protein S9 mRNA, complete cds
U15085Human HLA-DMB mRNA, complete cdsMajor histocompatibility complex,
class II, DM beta
U16031Human transcription factor IL-4 Stat mRNA, complete cdsHuman transcription factor IL-4 Stat
mRNA, complete cds
U16261Human MDA-7 (mda-7) mRNA, complete cds
U18299Human damage-specific DNA binding protein DDBa p127 subunit (DDB1)Damage-specific DNA binding protein
mRNA, complete cds1 (127 kD)
U20980Human chromatin assembly factor-I p60 subunit mRNA, complete cdsHuman chromatin assembly factor-I
p60 subunit mRNA, complete cds
U22409Human parathyroid hormone/PTH-related peptide receptor
(PTH/PTHrP) gene, exon 14 and complete cds
U23028Human eukaryotic initiation factor 2B-epsilon mRNA, partial cdsHuman eukaryotic initiation factor
2B-epsilon mRNA, partial cds
U23946Human putative tumor suppressor (LUCA15) mRNA, complete cdsHuman putative tumor suppressor
(LUCA15) mRNA, complete cds
U24152Human p21-activated protein kinase (Pak1) gene, complete cdsHuman protein kinase PAK1
mRNA, complete cds
U25789Human ribosomal protein L21 mRNA, complete cdsRibosomal protein L21
U27699Human pephBGT-1 betaine-GABA transporter mRNA, complete cdsSODIUM-AND CHLORIDE-DEPENDENT
BETAINE TRANSPORTER
U31202Human noggin (NOGGIN) gene, complete cds, (NOG)
U32169Human pro-a2 chain of collagen type XI (COL11A2) gene, complete cds
U32907Human p37NB mRNA, complete cdsHuman p37NB mRNA, complete cds
U33822Human tax1-binding protein TXBP181 mRNA, complete cdsHuman tax1-binding protein TXBP181
mRNA, complete cds
U37012Human cleavage and polyadenylation specificity factor mRNA, complete cdsHuman cleavage and polyadenylation
specificity factor mRNA, complete cds
U38864Human zinc-finger protein C2H2-150 mRNA, complete cdsHuman zinc-finger protein C2H2-150
mRNA, complete cds
U40373Human cell surface glycoprotein CD44 mRNA, complete cds
U41517Human channel-like integral membrane protein (AQP-1) mRNA, clone AQP-1-AQUAPORIN-CHIP
1656, complete cds
U43148Human patched homolog (PTC) mRNA, complete cds
U43747Human frataxin (FRDA) mRNA, complete cdsFriedreich ataxia
U43842Homo sapiens bone morphogenetic protein-4 (hBMP-4) gene, complete cdsBone morphogenetic protein 4
U45975Human phosphatidylinositol (4,5)bisphosphate 5-phosphatase homolog mRNA,Human phosphatidylinositol
partial cds(4,5)bisphosphate 5- phosphatase homolog
mRNA, partial cds
U53204Human plectin (PLEC1) mRNA, complete cdsHuman plectin (PLEC1) mRNA, complete cds
U53347Human neutral amino acid transporter B mRNA, complete cdsHuman neutral amino acid transporter B
mRNA, complete cds
U59289Human H-cadherin mRNA, complete cds
U59423Human Smad1 mRNA, complete cds
U63717Homo sapiens osteoclast stimulating factor mRNA, complete cdsHuman osteoclast stimulating factor
mRNA, complete cds
U68723Human checkpoint suppressor 1 mRNA, complete cds
U70312Homo sapiens integrin binding protein Del-1 (Del1) mRNA, complete cds
U72245Human phospholemman chloride channel mRNA, complete cdsHuman phospholemman chloride channel
mRNA, complete cds
U75283Human sigma receptor mRNA, complete cdsHuman sigma receptor mRNA, complete cds
U76992Human Tat-SF1 mRNA, complete cdsHuman Tat-SF1 mRNA, complete cds
U80998Human basic helix-loop-helix DNA binding protein (TWIST) gene, complete cds
U83460Human high-affinity copper uptake protein (hCTR1) mRNA, complete cdsHuman high-affinity copper uptake protein
(hCTR1) mRNA, complete cds
U90547Human Ro/SSA ribonucleoprotein homolog (RoRet) mRNA, complete cdsHuman Ro/SSA ribonucleoprotein homolog
(RoRet) mRNA, complete cds
U92268Homo sapiens mitogen activated protein kinase p38-2 mRNA, complete cds
U93181Homo sapiens nuclear dual-specificity phosphatase (SBF1) mRNA, partial cdsHomo sapiens nuclear dual-specificity
phosphatase (SBF1) mRNA, partial cds
X00129Human mRNA for retinol binding protein (RBP)
X00588Human mRNA for precursor of epidermal growth factor receptor
X02910Human gene for tumor necrosis factor (TNF-alpha)
X03742Human gene for L apoferritin exons 1 and 2
X04412Human mRNA for plasma gelsolinGELSOLIN PRECURSOR, PLASMA
X06614Human mRNA for receptor of retinoic acidHuman mRNA for receptor of retinoic acid
X12794Human v-erbA related ear-2 geneHuman v-erbA related ear-2 gene
X14420Human mRNA for pro-alpha-1 type 3 collagen
X51801Human OP-1 mRNA for osteogenic protein
X54412Human mRNA for alpha1(IX) collagen (long form)
X55654Homo sapiens mitochondrial coxII mRNA for cytochrome C oxidase II subunit
X55764Human mRNA for cytochrome P-450 (11 Beta)Cytochrome P450 11 beta
X58399Human L2-9 transcript of unrearranged immunoglobulin V(H)5 pseudogeneHuman L2-9 transcript of unrearranged
immunoglobulin V(H)5 pseudogene
X58957H. sapiens atk mRNA for agammaglobulinaemia tyrosine kinaseAgammaglobulinaemia protein-tyrosine
kinase atk
X60188Human ERK1 mRNA for protein serine/threonine kinase
X60382H. sapiens COL10A1 gene for collagen (alpha-1 type X)
X67337H. sapiens HPBRII-4 mRNAH. sapiens HPBRII-4 mRNA
X70683H. sapiens mRNA for SOX-4 protein
X71661H. sapiens ERGIC-53 mRNAERGIC-53 PROTEIN PRECURSOR
X74795H. sapiens P1-Cdc46 mRNACDC46 HOMOLOG
X76770H. sapiens PAP mRNAH. sapiens PAP mRNA
X78712H. sapiens mRNA for glycerol kinase testis specific 2Glycerol kinase 2 (testis specific)
X87237H. sapiens mRNA for processing a-glucosidase IH. sapiens mRNA for processing
a-glucosidase I
X87342H. sapiens mRNA for human giant larvae homologH. sapiens mRNA for human
giant larvae homolog
X92475H. sapiens mRNA for ITBA1 proteinH. sapiens mRNA for ITBA1 protein
X94216H. sapiens mRNA for VEGF-C protein
XM_001306Homo sapiens solute carrier family 16 (monocarboxylic acid transporters),Solute carrier family 16 (monocarboxylic
member 1 (SLC16A1), mRNAacid transporters), member 1
XM_001316Homo sapiens adenosine monophosphate deaminase 1 (isoform M) (AMPD1),Adenosine monophosphate
mRNAdeaminase 1 (isoform M)
XM_001324Homo sapiens calponin 3, acidic (CNN3), mRNACalponin 3, acidic
XM_001782Homo sapiens fibromodulin (FMOD), mRNA
XM_001826Homo sapiens alkaline phosphatase, liver/bone/kidney (ALPL), mRNAAlkaline phosphatase, liver/bone/kidney
XM_002321Homo sapiens glypican 1 (GPC1), mRNAGlypican 1
XM_003059Homo sapiens peroxisome proliferative
activated receptor, gamma (PPARG), mRNA
XM_003222Homo sapiens catenin (cadherin-associated
protein), beta 1 (88 kD) (CTNNB1), mRNA
XM_003730Homo sapiens cytochrome c oxidase subunit VIIc (COX7C), mRNACytochrome c oxidase VIIc subunit
XM_003752Homo sapiens interleukin 3 (colony-stimulating factor, multiple) (IL3), mRNA
XM_003913Homo sapiens integrin, alpha 2 (CD49B, alpha
2 subunit of VLA-2 receptor) (ITGA2), mRNA
XM_004063Homo sapiens early growth response 1 (EGR1), mRNA
XM_006121Homo sapiens cathepsin D (lysosomal aspartyl protease) (CTSD), mRNA
XM_009336Homo sapiens cartilage oligomeric matrix protein (pseudoachondroplasia,
epiphyseal dysplasia 1, multiple) (COMP), mRNA
XM_009915Homo sapiens leukemia inhibitory factor
(cholinergic differentiation factor) (LIF), mRNA
XM_010702Homo sapiens cathepsin K (pycnodysostosis) (CTSK), mRNA
XM_012503Homo sapiens matrix metalloproteinase 2 (gelatinase A, 72 kD
gelatinase, 72 kD type IV collagenase) (MMP2), mRNA
XM_012651Homo sapiens collagen, type I, alpha 1 (COL1A1), mRNA
XM_015434Homo sapiens chitinase 3-like 1 (cartilage glycoprotein-39) (CHI3L1), mRNA
XM_016181Homo sapiens wingless-type MMTV
integration site family, member 5A (WNT5A), mRNA
XM_017096Homo sapiens active BCR-related gene (ABR), mRNA
XM_017384Homo sapiens matrix metalloproteinase 7 (matrilysin, uterine) (MMP7), mRNAMatrix metalloproteinase 7 (matrilysin, uterine)
XM_017591Homo sapiens annexin A6 (ANXA6), mRNAAnnexin VI (p68)
XM_028204Homo sapiens nuclear factor of kappa light polypeptide gene
enhancer in B-cells 1 (p105) (NFKB1), mRNA
XM_028642Homo sapiens integrin, alpha 5
(fibronectin receptor, alpha polypeptide) (ITGA5), mRNA
XM_029245Homo sapiens collagen, type I, alpha 2 (COL1A2), mRNACollagen, type I, alpha-2
XM_029796Homo sapiens frizzled-related protein (FRZB), mRNA
XM_031221Homo sapiens interleukin 1, alpha (IL1A), mRNA
XM_031288Homo sapiens aggrecan 1 (chondroitin sulfate proteoglycan 1, large
aggregating proteoglycan, antigen identified by monoclonal
antibody A0122) (AGC1), mRNA
XM_031289Homo sapiens interleukin 8 (IL8), mRNA
XM_032902Homo sapiens integrin, alpha 1 (ITGA1), mRNA
XM_033470Homo sapiens defender against cell death 1 (DAD1), mRNADEFENDER AGAINST CELL DEATH 1
XM_033657Homo sapiens heparan sulfate proteoglycan 2 (perlecan) (HSPG2), mRNA
XM_033878Homo sapiens tissue inhibitor of metalloproteinase 1 (erythroid potentiating
activity, collagenase inhibitor) (TIMP1), mRNA
XM_034023Homo sapiens regulator of G-protein signalling 4 (RGS4), mRNAHuman RGP4 mRNA, complete cds
XM_034556Homo sapiens chloride channel 7 (CLCN7), mRNA
XM_034845Homo sapiens phosphatase and tensin homolog (mutated in multiple advancedPhosphatase and tensin homolog
cancers 1) (PTEN), mRNA(mutated in multiple advanced cancers 1)
XM_034890Homo sapiens fibrillin 1 (Marfan syndrome) (FBN1), mRNA
XM_035662Homo sapiens cathepsin B (CTSB), mRNA
XM_035842Homo sapiens small inducible cytokine A5 (RANTES) (SCYA5), mRNASmall inducible cytokine A5 (RANTES)
XM_036107Homo sapiens integrin, beta 2 (antigen CD18 (p95), lymphocyte function-associated
antigen 1; macrophage antigen 1 (mac-1) beta subunit) (ITGB2), mRNA
XM_036175Homo sapiens collagen, type XVIII, alpha 1 (COL18A1), mRNACollagen, type XVIII, alpha 1
XM_037087Homo sapiens ATP binding protein associated with cell differentiationHomo sapiens mRNA for ATP binding
(APACD), mRNAprotein, complete cds
XM_037646Homo sapiens msh homeo box homolog 2 (Drosophila) (MSX2), mRNA
XM_037965Homo sapiens chondroadherin (CHAD), mRNA
XM_038584Homo sapiens tissue inhibitor of metalloproteinase 3
(Sorsby fundus dystrophy, pseudoinflammatory) (TIMP3), mRNA
XM_039094Homo sapiens SRY (sex determining region Y)-box 9
(campomelic dysplasia, autosomal sex-reversal) (SOX9), mRNA
XM_040037Homo sapiens adrenergic, beta, receptor kinase 1 (ADRBK1), mRNAAdrenergic, beta, receptor kinase 1
XM_040385Homo sapiens S-adenosylmethionine decarboxylase 1 (AMD1), mRNAS-adenosylmethionine decarboxylase 1
XM_042153Homo sapiens biglycan (BGN), mRNABiglycan
XM_042664Homo sapiens nuclear autoantigenic sperm protein (histone-binding) (NASP),Nuclear autoantigenic sperm
mRNAprotein (histone-binding)
XM_044120Homo sapiens fibroblast growth factor receptor 3
(achondroplasia, thanatophoric dwarfism) (FGFR3), mRNA
XM_045089Homo sapiens ATPase, Cu++ transporting, beta polypeptide (Wilson disease)ATPase, Cu++ transporting,
(ATP7B), mRNAbeta polypeptide (Wilson disease)
XM_045802Homo sapiens paxillin (PXN), Mrna
XM_045890Homo sapiens ADP-ribosylation factor 4-like (ARF4L), mRNAADP-ribosylation factor 4-like
XM_045925Homo sapiens decorin (DCN), mRNADecorin
XM_045926Homo sapiens lumican (LUM), mRNA
XM_046035Homo sapiens integrin, alpha L (antigen CD11A (p180), lymphocyte function-Integrin, alpha L (antigen
associated antigen 1; alpha polypeptide) (ITGAL), mRNACD11A (p180), lymphocyte function-associated
antigen 1; alpha polypeptide)
XM_046758Homo sapiens tensin (TNS), mRNA
XM_046765Homo sapiens thymidylate synthetase (TYMS), mRNAThymidylate synthase
XM_047231Homo sapiens fibulin 1 (FBLN1), mRNA
XM_047719Homo sapiens transcription factor 7 (T-cell specific, HMG-box) (TCF7), mRNATranscription factor 7 (T-cell specific)
XM_047802Homo sapiens a disintegrin-like and metalloprotease (reprolysin type)
with thrombospondin type 1 motif, 5 (aggrecanase-2) (ADAMTS5), mRNA
XM_048167Homo sapiens troponin T1, skeletal, slow (TNNT1), mRNATroponin T1, skeletal, slow
XM_048201Homo sapiens metallothionein 1L (MT1L), mRNAMetallothionein 1L
XM_049177Homo sapiens vascular endothelial growth factor B (VEGFB), mRNA
XM_049518Homo sapiens intercellular adhesion molecule 1 (CD54), human rhinovirusIntercellular adhesion molecule
receptor (ICAM1), mRNAreceptor 1 (CD54), human rhinovirus
XM_049534Homo sapiens amylase, alpha 2A; pancreatic (AMY2A), mRNAAmylase, alpha 2A; pancreatic
XM_049690Homo sapiens coatomer protein complex, subunit alpha (COPA), mRNAHuman coatomer protein (HEPCOP)
mRNA, complete cds
XM_049864Homo sapiens colony stimulating factor 3 (granulocyte) (CSF3), mRNA
XM_049937Homo sapiens insulin-like growth factor binding protein 4 (IGFBP4), mRNA
XM_050846Homo sapiens Indian hedgehog homolog (Drosophila) (IHH), mRNA
XM_053809Homo sapiens similar to chondroitin sulfate proteoglycan 2(versican)
(H. sapiens) (LOC153633), mRNA
XM_054566Homo sapiens collagen, type VI, alpha 1 (COL6A1), mRNA
XM_054686Homo sapiens caspase 3, apoptosis-related cysteine protease (CASP3), mRNA
XM_055254Homo sapiens fibronectin 1 (FN1), mRNA
XM_058069Homo sapiens matrix metalloproteinase 12 (macrophage elastase) (MMP12), mRNA
XM_084239Homo sapiens retinoic acid receptor responder (tazarotene induced) 2Human tazarotene-induced
(RARRES2), Mrnagene 2 (TIG2) mRNA, complete cds
XM_084263Homo sapiens cytochrome c oxidase subunit VIc (COX6C), mRNAHuman mRNA for
cytochrome c oxidase subunit VIc
XM_084285Homo sapiens integral membrane protein 2A (ITM2A), mRNA
XM_085705Homo sapiens tissue inhibitor of metalloproteinase 2 (TIMP2), mRNA
XM_086368Homo sapiens MUF1 protein (MUF1), mRNAH. sapiens mRNA for MUF1 protein
XM_096277Homo sapiens collagen, type V, alpha 1 (COL5A1), mRNA
Y00985Human mRNA for manganese-containing superoxide dismutase
Y07566H. sapiens mRNA for RIT proteinH. sapiens mRNA for RIT protein
Y07570H. sapiens mRNA for PHAPI2b proteinH. sapiens mRNA for PHAPI2b protein
Y08999H. sapiens mRNA for Sop2p-like proteinH. sapiens mRNA for Sop2p-like protein
Y12692Homo sapiens mRNA for WNT11 gene
Y13936Homo sapiens mRNA for protein phosphatase 2C gammaHomo sapiens mRNA for
protein phosphatase 2C gamma
Y15227Homo sapiens mRNA for leukemia associated gene 1Homo sapiens mRNA for
leukemia associated gene 1
Z22865H. sapiens dermatopontin mRNA, complete CDS
Z50781H. sapiens mRNA for leucine zipper protein
Z50853H. sapiens mRNA for CLPPH. sapiens mRNA for CLPP
|
The current invention also encompasses the process of down compression of previously determined 467 genes to a lower number that is still able to characterize the desired number of different cellular status. At present, for the determination of 7 different cell types or development stages, a minimum of 26 spots of different marker genes are preferred, much preferred about 200 such spots. For full information, at least one spot for each of the presently 467 genes (markers) is preferred. A reduction of spot number can be of relevance e.g. if under certain conditions only a small subset of those genes listed in Tab II is required for analysis e.g. in clinical applications. This down compression can be achieved by determining the ratio of actual to target number of genes and then choosing from each cluster accordingly to the determined ratio the necessary number of genes to fulfill the requirement. This process requires to group the number of genes for each analysis of e.g. Tab. I into representative cluster familys from where representative genes can be selected. Such clusters familys can be determined as shown in FIG. 1, namely by grouping clusters together that show a similar expression pattern. For each cluster family a representative number of genes may be choosen according to the compression factor that has been defined. It can easily be seen that for larger clusters like e.g. “A” in Tab I more genes are available to select while in other clusters like e.g. “E” in Tab I less are present. At the end of the process one needs to balance the procedure in order to preserve the characteristics of the expression profile. In order to do so the amount of genes for each analysis should at least be greater than 2 sequences or spots, respectively, of different genes and for the total array at least 30. In order to control such a process classical hierarchical clustering (Stanford) analysis can be performed and checked on graphical presentations like treeview (Stanford). Cluster analysis may group similar expression profiles in families and will allow distinguishing between different cell sources and allows classification of these cell cultures (see FIG. 2). If the cell sources are not properly represented in the cluster analysis it means that the selected marker genes are not balanced.
Example of an Cartilage Specific Micro Array Structure:
To produce a microarray with printed oligonucleotides sequences of approx. at least 10 mers, preferably at least 25 mers, some sequences of table II need to be further processed. Since some of the determined sequences in Tab II are only expressed sequence tags (herein referred to as EST), they do not correspond to or represent the full-length cDNA. Therefore the EST preferably is BLAST searched with the public database at NCBI and the corresponding full-length cDNA determined. Only by having the correct and full-length cDNA it is possible to design oligomeric sequences that are balanced to each other and minimize any cross reactivity. Exemplary polynucleotide sequences (targets) are provided in the sequence listing of Table III. The cartilage related polynucleotide sequences as e.g. listed in Table III and other polynucleotide sequences known as key cartilage genes from the literature can be immobilized on a substrate and used as hybridizable array elements in a microarray format. Such microarrays can be composed of a subset of oligonucleotides representing e.g. sequences listed on Tab. II but modified to represent only full-length cDNA sequences. The used polynucleotides for the production of such a microarray can either be 50mer or also PCR (polymerase chain reaction) products but at least need to be longer then 10 bases. It should be noted that for microarray production also PCR products from the corresponding determined sequences directly or the full length cDNA can be used and it is not restricted just to oligonucleotides.
Methods to anchor such oligonucleotides or polynucleotides on a solid support are described in literature, together with information on length dependent distances between each oligo or polynucleotides and spots. (see e.g. Principal and Practice, DNA microarrays: gene expression analysis B. Jordan, Springer, 2001)
When polynucleotides are employed as hybridizable array elements in a microarray and depending on the software used, the array elements may be organized in an ordered fashion so that each element is present at a specified location on the substrate. If the array elements are at specified locations on the substrate, the hybridization patterns and intensities (which together create a unique expression profile) can be interpreted in terms of expression levels of particular genes. This expression profile can then be used and may be correlated with any effect associated with a tissue and/or compound or to be investigated with regard to a specific tissue and/or compound and allows comparison with already existing data.
One of such useful application of using ordered polynucleotides on microarrays is e.g. the comparison of gene expression profiles from a new sample e.g. a tissue biopsy, with already determined characteristic gene expression profiles that are preferably stored in a database. Such stored gene expression profiles are e.g. of major importance if microarrays are applied in the clinic. In this case advantageously a database is set up that stores the corresponding gene expression profiles and advantageously also all patient informations, e.g. history, blood pressure etc. By including all patient data and gene expression profiles in the analysis process and then starting a comparison with an expression profile from a new biopsy, it becomes possible to achieve a stronger correlation with the clinical outcome. This will allow to determine which therapy shall be applied, or even to modify an existing therapy, e.g. to add growth factor x at a concentration y during the ex vivo tissue engineering phase. It may also be the case that the biopsy sample will demonstrate a poor gene expression profile that precludes the successful application of a modern therapeutic cell/tissue approach. Such cases would then only qualify for traditional surgical approaches, and hence would not obtain the benefits of the tissue engineering process.
In analogy, the assessment of in vitro produced cartilage can also be performed. In the same way as mentioned above cell culture parameters, like e.g. culture media conditions, growth factor concentration, are preferably stored in a data base together with the corresponding gene expression profiles. Comparison of the database entry with new profiles of new samples can then be used to assess the quality of the new in vitro produced tissue.
Subject Arrays and Their Use:
It should be noted that the invention described here is not dependent on any special array format rather than the possibility to select from an extended list of 467 novel key cartilage genes as well as meaningful gene expression patterns. A presently preferred subject array is a novel cartilage specific microarray that includes 187 genes that in the scope of this invention have been determined to be cartilage related and 140 genes that have been connected to cartilage in literature (see also Tab II). Normally, in high-density array procedures up to 10000 genes are usually applied and are not specific for certain applications. As one major general drawback, this results in massive data overflow and impaired data analysis due to difficult data handling and procedures. A preferred array has in its current state a minimal number of 150 genes, presently much preferred at most 333 genes, all of those with demonstrated relevance within cartilage tissue. Another major limitation has become apparent. While the invention WO01/24833 A2 describes a few marker genes associated with cartilage phenotype stability they do not allo w to extensively describe chondrocyte cultures in details. No comprehensive classification of the different cell populations and culture conditions is possible as well as no gene expression profile or fingerprint can be achieved. Gene expression profiles determined with a set of genes represented in Tab II may allow to perform a more comprehensive analysis of different cell cultures conditions. Furthermore it may allow to compare and classify different tissue or the result of the different applied cell culture conditions. The above mentioned topics may only be possible with the disclosed invention as outlined within the following applications.
The inventive array CART-CHIP 300 ™ may be applied to classify (quality control) any source material, such as human cartilage biopsies, mesenchymal stem cell containing bone marrow aspirate, or pre-chondrogenic cells containing tissue according to pre-defined categories with respect to their capacity to re-build or re-organize a hyaline cartilage-like matrix in vitro. A rough subdivision could be for example “A”, “B”, or “C”. While “A” will easily produce cartilage-like matrix, “B” will require special treatment to achieve an implantable construct, and “C” will represent those cases that do yet not qualify for such a procedure. This biopsy classification system will allow:
- Quality control of the starting biopsy material and therefore optimization of the downstream process regarding e.g. in vitro tissue engineering applications
- Diagnostic evaluation of the patient and candidate treatment methods (e.g. CARTIGRAF™) to ensure a cost-optimized procedure
- Quality control of in vitro tissue engineered products
The subject array of the present invention can be employed for all kind of research and developmental studies related to in vitro tissue engineering of cartilage. The possibility to assess proliferation, differentiation or re-differentiation as well as de novo matrix formation processes through analyses and comparison of a plurality of key cartilage genes (positive/negative markers) within one single experiment replaces current trial and error approaches and is thus far more rational.
The subject array can be applied to screen all kind of drugs, e.g. hormones, growth factors, within in vitro chondrocyte cultures regarding a potential beneficial effect on proliferation, differentiation, de novo matrix formation. The deduced expression profiles can then be compared with existing data of e.g. native cartilage tissue and used to further optimize the process. Additionally the expression profiles can be compared with data from human adult and human infant cartilage to deduce a pathway or a strategy of how to induce more tissue formation in vitro.
The subject array of the preferred embodiment is very well suitable to better understand reaction pathways leading to new responses of chondrocytes in vitro. Only key cartilage genes comprising the whole spectrum of functional gene categories are to be investigated. This can be used to study the complexity of degenerative cartilage process in vitro and the respective influence of potential beneficial drugs.
The subject array may be used to optimize cultures for in vitro cartilage formation starting from human cell sources other than cartilage like e.g. mesenchymal stem cells or bon marrow aspirates.
This subject array will be preferably used as powerful alternative for conventional molecular biology tools beside more established histological and biochemical analyses. By focusing on the most prominent cartilage marker genes being either positive or negative, it is possible to characterize cartilage or cartilage related tissues as well as cell cultures thereof. In this respect, the subject array can replace conventional RT-PCR studies performed to check for cartilage marker gene expression, e.g. collagen I versus collagen II, aggrecan versus versican. By applying this subject array the set of markers will be easily increased by simultaneously simplifying the experimental procedure and enhancing the outcome.
The subject arrays of the present invention have several advantages compared to existing microarrays as well as to conventional gene expression tools such as RT-PCR, Northern Blots etc.
Most importantly, the subject arrays are all based on key cartilage genes. Beyond all the key cartilage genes known from the literature (˜100-200 genes), 467 additional cartilage relevant genes have been discovered. Thus a significantly increased pool of cartilage key genes exists to choose from for various applications. For instance, to understand degenerative processes as they occur in OA or RA by study of complex biological reaction pathways, it is important to follow expression of a relatively large number of genes.
EXAMPLES
The examples are described for the purposes of illustration and are not intended to limit the scope of the invention.
Example 1
Analysis of Various Human Cartilage Samples
Useful for characterizing chondrocyte cultures derived from different human cartilage samples (adult and fetal), where adult samples are different with respect to their capacity to form living tissue engineered equivalents under high density culture conditions.
Adult chondrocytes show different gene expression clusters compared to fetal chondrocytes and can be further distinguished from samples that will not produce living cartilage constructs (failures).
Human chondrocytes from adult and fetal articular cartilage were proliferated in DMEM-F12 medium containing 10% FCS over several passages and transferred to pellet cultures (0.5*106 cells) in serum free DMEM-F12 medium supplemented with Ascorbate and Insulin medium. Proliferated cells were directly lyzed with RLT buffer (RNeasy® Mini Kit, Qiagen) after trypsin release from plastic substrate, shredded (QIAshredder, Qiagen) and kept frozen at −80° C. in lysis buffer for later processing. High density pellet cultures were cultivated for 2 weeks if not otherwise specified, subsequently washed with phosphate buffered saline (PBS) and lyzed in RLT Buffer (supplied with RNeasy® Kit). Total RNA was isolated from all samples as described in the manual provided with the RNeasy kit and stored at −80° C.
Fluorescent labeled aRNA (amplified RNA) constructs were obtained by in vitro reverse transcription of the RNA followed by an in vitro amplification reaction.
2 μg of isolated total RNA were used per sample to amplify RNA by applying only one cycle of in vitro transcription (IVT, Millenium Biologix AG, Application Note).
2 μg of total RNA from each sample was primed with oligo(dT)24-mer (containing a T7 RNA Polymerase Promotor) and reverse transcribed using 400 Units SuperScript II reverse transcriptase enzyme, nucleotides, 5× Reaction Buffer and Dithiothreithol (DTT) as described in protocol provided with the enzyme. For ribonuclease protection 1 μL RNase inhibitor (10 Units) was used to prevent RNA degradation during first strand synthesis. This first strand synthesis reaction was incubated for 1 hour at 42° C.
To the first strand synthesis reaction 93 μl nuclease free water, 30 μl second strand buffer (Invitrogen, Basel, Switzerland) and 1.5 μl nuclotide mix (dATP, dTTP, dGTP, dCTP, 25 mM each) was added.
Second strand synthesis reaction mix was obtained by adding 40 Units E. coli polymerase I (New England Biolabs, BioConcept, Allschwil, Switzerland), 10 Units E. coli DNA Ligase (New England Biolabs, BioConcept, Allschwil, Switzerland) and 2.5 Units Ribonuclease H (Fermentas, Labforce AG, Nunningen, Switzerland). Reaction was incubated for 2 hours at 16° C.
After this incubation step remaining RNA was degraded by adding 7.5 μl 1M sodium hydroxid containing 2 mM EDTA (Ethylenediaminetetraacetic acid) for 10 minutes at 65° C. 7.5 μl 1M Hydrochloric acid was added to neutralize the reaction.
The obtained double strand DNA was purified in a QIAquick® PCR purification kit (Qiagen, Hilden, Germany) and concentrated to 7.5 μl. To this concentrated RNA following reagents were added to obtain aRNA synthesis mix: 2 μl ATP (Adenosine triphosphate, 75 mM), 2 μl GTP (Cytidin triphosphate, 75 mM), 2 μl GTP (Guanosin triphosphate, 75 mM), 2 μl UTP (Uridin triphosphate, 75 mM), 1.5 μl 5-(3-aminoallyl)-Uridin triphosphate and 2 μ, reaction buffer and 2 μl Enzyme mix (both provided with Ambion MegaScript Kit, Ambion, Cambridgeshire, United Kingdom).
This aRNA synthesis mix was incubated for 4 hours at 37° C. Remaining double strand DNA was digested by adding 1 μl Dnase I for 15 min at 37° C. aRNA was cleaned and concentrated with an RNeasy® Mini Kit column (Qiagen, Hilden Germany) and then concentrated to a final volume of 9 μl.
Fluorescent dye molecules were coupled to the reactive aminoallyl groups of the incorporated a 5-(3-aminoallyl)-Uridin triphosphate molecules. One aliquot of either Cy3™- or Cy5™-mono reactive dye (Amersham Biosciences, Buckinghamshire, United Kingdom) was diluted in 40 μl water free Dimethyl sulfonoxide. 10 μl, of one of the diluted Cy™ mono reactive dyes was added to each sample buffered in 100 mM Carbonate buffer (pH 9.00). Reaction was quenched after 1 hour by adding 10.4 μl Ethanol amine for 15 min at room temperature.
Unincorporated dye molecules were removed by ethanol precipitation. 2 μl Glycogen (Invitrogen, Basel, Switzerland) was added as carrier during precipitation. After precipitation aRNA pellet was washed with 80% ethanol, dried and resuspended in 50 μl 1× Fragmentation buffer (200 mM Tris(hydroxymethyl)aminomethane hydrochloride, 500 mM Potassium acetate, 150 mM Magnesium acetate). aRNA was fragmented for 35 min at 94° C. and placed on ice immediately. Fragmented aRNA was dissolved in 900 μl hybridization buffer.
For denaturation aRNA was incubated for 5 min at 98° C. and centrifuged for 30 sec at full speed in a microcentrifuge.
One CART-CHIP™ 300 (Millenium Biologix AG, Switzerland) was placed face down in a standard hybridization chamber. Hybridization solution containing the denatured and labeled aRNA sample was injected using a standard micropipet whereas Cy3™ and Cy5™ samples were hybridized together in one hybridization chamber (Millenium Biologix AG, Switzerland). The microarrays were incubated overnight at 42° C. in a PCR thermal cycler (TGradient, Whatman Biometra GmbH, Göttingen, Germany).
After incubation unspecific aRNA probe was washed away with 1×SSC, 0.1% SDS for 5 min at room temperature, followed by another wash step in 1×SSC, 0.1% SDS for 5 min and rinsed with 1×SSC without SDS for 1 minute to remove excessive SDS. 1×SSC was discarded. Remaining 1×SSC buffer on the slide surface was removed by centrifuge the slide for 2 min at 1500×g.
The dried CART-CHIP™ 300 were then scanned using an Affymetrix 418 microarray scanner.
Expression level raw data for every spot was obtained with ImageQuaNT (Molecular Dynamics). Raw data was normalized by dividing every expression value by total expression value of all spots for every sample and filtered by setting all values below the 25 percentile to the value of this 25 percentile to remove noise (25 percentile threshold).
For each sample (e.g. de-differentiated and re-differentiated chondorcytes) a list of all measured genes was generated. This so called gene expression profile was then used for subsequent analyses.
Further data analysis was performed using either hierarchical clustering with cluster.exe (written by Michael Eisen, Stanford University) or Self Organizing Maps (SOM), such as GeneCluster developed by Whitehead Institute (Massachusetts Institute of Technology, MIT). The settings of the software were optimized until a reasonable number of clusters resulted that were able to represent the comparison thoroughly. In the following example the parameters were as following:
Basic parameters: SOM rows 6; SOM col: 4; #epochs=3000; #seeds=1
Advanced parameters: initialization: random vectors; neighborhood: bubble; alpha 1=2; alpha f=0.005; sigma 1=3000; sigma f=2.
FIG. 1 shows a typical result from a SOM analysis with the above mentioned basic parameters, whereas FIG. 2 shows an example of a graphical presentation of a cluster analysis and viewed by the software treeview.
Example 2
Quality Control and Human Cartilage Sample Classification
Useful to demonstrate how CART-CHIP™ 300 can be used to differentiate between diverse cell culture conditions, to distinguish different patients, to study the influence of 3D culture conditions and to serve as a quality control tool during any tissue engineering process.
Human chondrocytes isolated from 4 different donors were proliferated over one passage (P1) and then cultivated as high density pellets (0.5*106 cells) in 3D culture for 7 and 14 days. RNA samples were taken from proliferated as well as from 3D cultured cells resulting in totally 12 different samples as shown in FIG. 8. RNA isolated from this samples was shreddered in a QIAshredder (QIAGEN, Hilden, Germany), amplified, hybridized, washed and scanned as described in Example 1.
Data sets for all 12 samples were extracted and normalized as described in Example 1 to perform cluster and SOM analysis as noted below. Cluster analysis was performed using normalized data computed with GeneCluster.
FIG. 3 shows a picture of such a cluster analysis for all 12 samples (#1-#12) consisting of 20 clusters (c0-c19)
Every cluster represents a typical gene expression pattern for all 12 samples indicated by a point, starting from sample #1 on the left hand side to sample #12 on the right hand side in every cluster. For example cluster c0 represents the expression level of 104 genes in all 12 samples in a given range indicated by the lines located above and below the computed points.
Another example for gene expression levels that behave similar for different culture conditions and donors are depicted in clusters c3, c4, c9 and c10. Meaning that every subset of the three donor specific points #143, #4-#6, #7-#9, #10-#12 (see Tab V for detailed description) have gene clusters that behave similar in all analyzed samples.
An example of differently behaving genes is indicated in cluster c13, representing 10 genes that behave similar in donor #1 and #2 but show a different gene expression patterns for donors #3 and #4.
More detailed analyses are shown in FIG. 4, FIG. 5, and FIG. 6. The clusters produced in these figures clearly demonstrate differences as well as similarities in cell behavior for either t0, t7 or t14 days, respectively.
Another software algorithm that can be applied for analysis of large amounts of data coming from gene microarrays is called hierarchical cluster analysis, whereas genes and/or different conditions with similar behavior in gene expression are clustered together. All hierarchical cluster analyses were performed using Cluster software described in Eisen et al. (1998) PNAS 95:14863) and displayed using treeview.exe developed by same author.
FIG. 7 shows such a cluster of selected genes for all 12 samples analyzed. Every square is representing one single gene expression value. Different intensity means different expression levels. Dark squares are representing samples without any significant change in gene expression compare to the other samples or patients. Bright squares are indicating samples in which genes are up- or down-regulated relative to other samples analyzed. A so called cluster of genes is a group of genes that behave similar from one donor to the other donors.
Not only genes but also samples can be clustered together. These clusters are called similarity dendrograms, shown in the top part of FIG. 7. These tree-like structures illustrates similarities in gene expression between different samples or donors. The closer a sample (#1 . . . #12) is located to another sample in this dendrogram the more similar gene pattern they have.
Interestingly to see is that the seven samples located at the right side of the dendrogram (samples #1, #2, #5, #7, #8, #10 and #11) are clustered together. This samples are representing t0 and t7 conditions as described above (illustrated in Tab V), whereas a cluster of 4 samples in the middle of the dendrogram (samples #3, #6, #9 and #12) are representing only t14 samples. This means a microarray of the current invention is able to distinguish between de-differentiated, proliferated samples (t0 and t7) and re-differentiated samples in a later stage (t14).
An outlier represents sample #4 located at the most left side of FIG. 7. which represents proliferated chondrocytes (t0) from donor 2 and could not clustered together with the remaining proliferated samples. Interestingly, this sample that it is not similar to all other proliferated samples (#1, #7 and #10) was impaired with its capacity to form cartilage tissue equivalents following expandation in 2D culture. The biochemical analysis revealed a lower amount of total collagen/DNA for this sample and immunohistochemisty with collagen II antibodies resulted in only weak staining for a collagen II.
Example 3
Aortic Fibroblasts vs. Chondrocytes
Example to differentiate between expanded chondrocytes and aortic fibroblasts cultivated over 14 days in 3D settings.
A human aortic fibroblast cell source was proliferated and brought to 3D culture. RNA was isolated after 14 days of culture. Expression data analysis was performed as described in previous Examples 1 and 2 using CART-CHIP™ 300 microarray.
A hierarchical cluster analysis was performed as described in example 2. Samples representing 3D culture after 14 days (t14) were included in said data analysis (samples #3, # 6, # 9 and #12, see Tab V).
The result of the described analysis can be seen in FIG. 8. The upper part of the figure shows a dendrogram as described in example 2. Aortic fibroblasts are not clustered together with human chondrocytes. The cluster shows a significantly different pattern compared to all other cultures.
Obviously a gene expression pattern of an aortic fibroblast cell source can be clearly separated from a gene expression pattern of human chondrocytes. A micorarray of the present invention is therefore not only able to study differences between different chondrocyte culture conditions but also to distinguish between cells isolated from different tissues.
Example 4
Arthritic Conditions vs. Healthy Conditions
Useful to distinguish between normal healthy chondrocyte behavior from cells resembling an arthritic phenotype. Interleukin-1β is known to play a central role in the inflammation and connective tissue destruction observed in both rheumatoid arthritis (RA) and osteoarthitis (OA). Stimulation of in vitro chondrocyte cultures with Interleukin-1β thus represents a simple experimental arthritis model.
The chondrocyte cell source from donor 4 (see Tab V) was proliferated over 3 passages and then cultivated as high-density pellet cultures (0.5*106 cells) for 16 hours and 7 days either in the absence or presence of Interleukin-1β (30 ng/mL). RNA was isolated from all samples, hybridized to CART-CHIP™ 300 and expression profiles were generated as described in Example 1.
A hierarchical cluster analysis was performed as described in Example 1 and the dendrogram and a selection of the representative gene clusters are shown in FIG. 9. This clearly shows that already a short stimulus of Interleukin-1β results in alteration of the chondrocyte phenotype with gene expression changes that can be distinguished from untreated normal chondrocyte cultures.
Appendix
TABLE I
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Number of marker
Experiment and correlated genegenes for eachexperiment
expression analysisexperiment (analysis)(analysis)
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2D marker adult vs. fetal/infant151A
2D/3D adult vs. fetal/infant96B
3D marker failure165C
3D marker adult/fetal/infant350D
2D/3D marker adult48E
Time dependent failure marker75F
3D failure marker41G
Apoptosis related failure markers30H
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TABLE V
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Sample Numbers (#)
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Proliferation
7 days in 3D culture
14 days in 3D culture
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(t0)
(t7)
(t14)
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Donor 1
#1
#2
#3
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Donor 2
#4
#5
#6
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Donor 3
#7
#8
#9
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Donor 4
#10
#11
#12
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Table IV shows the results of a bioinformatic analysis of gene expression profiles of the 467 cartilage specific marker genes.
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Clus-
AccesionterSOM DescriptionH4 P2 3Dfailure poolH5 P1 2DH4 P2 2DH4 P1 2DH5 P1 3D
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AA28369322D/3D0.6201469520.5630126080.5436515670.4674628550.5029629070.971864748
AA84515622D/3D1.8228873841.9740625171.7935084072.0562341562.1345027412.109619189
R52548222D/3D42.1530528524.9163283636.0320414838.2023447138.1288655536.73272848
T6712842D/3D0.1149078970.1652235430.1751438380.2305152320.1115186320.115949318
AA84501582D/3D5.1529858985.1633663864.6006176985.4904006185.6131702465.081143315
AA93789582D/3D2.8415722932.0356801552.5745300083.5323764132.9042404442.88987266
AA844998152D/3D9.59711418213.6392843814.0597626912.9954202410.5659058111.73420854
AA844518162D/3D34.9525123932.5663609235.2961204639.3130525238.1095320732.87879549
AA894557162D/3D56.2367342443.6103165236.3070495858.4787588159.7004262348.33981986
AA872001202D/3D81.8138921256.4445436738.3070495889.1188802682.1202862154.71499842
H0959012D/3D0.5387581030.6060288340.9230903710.6109703030.5824461190.488768664
AA888278112D/3D failure vs.0.8724354071.5417434811.3208411851.4183312351.440543091.142574932
cartilage
AA490855112D/3D failure vs.5.2563550423.9829078463.7404730995.0199008555.0728105764.193769533
cartilage
H0582022D/3D failure vs.0.3267714540.2985680270.7239720510.3734211520.2912281610.42426813
cartilage
N5776632D/3D failure vs.1.2445806791.4306458931.2371287621.4357608921.6210841111.793426963
cartilage
AA87388532D/3D failure vs.2.3899777211.4028652741.9603008492.64212618231.1744161442.132327967
cartilage
AA87888032D/3D failure vs.1.9755164130.7062715342.2352005162.8529095622.3419575962.325462095
cartilage
R5481862D/3D failure vs.1.4332226171.4087640411.0264670361.6532459591.5552805681.313068482
cartilage
AA458830232D/3D failure vs.6.2259116467.1311028696.4496910697.1812237427.4355282818.273231774
cartilage
W37884112D/3D failure vs.3.425428523.4349489232.8228432163.9204083864.0314400512.924316539
cartilage
N63192112D/3D failure vs.2.0164166981.8803418171.9551284552.6042841122.5559861741.868963757
cartilage
R55789112D/3D failure vs.3.0507342072.9163593872.4592702843.0861806972.7686816432.87080332
cartilage
R56871142D/3D failure vs.8.053043566.7632181129.2026025129.3157428039.6568174256.703182113
cartilage
AA448659152D/3D failure vs.4.0866964727.4047857333.704329594.6242656354.7809515696.12097414
cartilage
AA235388112D/3D failure vs.4.7939072095.5906162986.4307497196.1194064965.7872157625.448903875
cartilage
W37769182D/3D failure (adult)9.6661535739.04179720110.480600699.182358879.7790570419.301866835
AA421701182D/3D failure (adult)6.398515436.9449778646.7870007177.8057964658.0441485636.091762141
NB1029222D/3D failure (adult)11.256126667.5362012059.79182281610.2690977911.0918988511.24056884
AA644128222D/3D failure (adult)8.870087868.6342388818.98068068810.6221094511.076343858.151499526
N26536232D/3D failure (adult)1.1275889190.9340502121.2768622771.3390906171.7228628871.543708239
AA890663232D/3D failure (adult)7.5024665656.5865164488.7071105837.5825244426.2724588656.92700675
AA405987172D/3D failure (adult)8.0078489347.3981319917.1800245659.6444840859.3294354897.017060375
AA88818242D/3D failure (adult)1.1597093940.9973935081.7618660871.6095583883.0764631381.864862168
H09730232D/3D failure (adult)6.0165985614.380979194.5122187065.754674565.7084093034.568792922
AA285155222D/3D failure (adult)3.9111639634.3757316944.1034049963.9767016873.5669162484.846020855
AA87335112D/3D failure (adult)0.7157167740.4489616881.1430949381.0863057020.66438810.576661574
H1232012D/3D failure (adult)0.5619735562.577230080.5165282650.3649690350.4267699581.536698149
AA85655812D/3D failure (adult)2.0838750020.7349066880.980567151.173631080.3406926191.146139751
R4358122D/3D failure (adult)2.1065344210.6014958312.9985095551.8853491641.785600621.913887067
AA63376822D/3D failure (adult)0.6416603490.3948979570.9891615850.803494180.6769319060.471526265
AA49688022D/3D failure (adult)0.8190010280.4462446051.0789739380.969467431.0015677050.612915544
AA62563242D/3D failure (adult)1.4931447590.5356553072.3200488352.1455851161.4615140481.208574247
R4085032D/3D failure (adult)0.6823080840.5950080171.3258817581.1681130390.5766137680.894548353
AA48607292D/3D failure (adult)2.0330913316.0093955491.3972417731.3063359171.6675983864.321686833
N8012942D/3D failure (adult)0.3515361610.8603819991.0123669320.3364660050.4429151980.530986466
T6727052D/3D failure (adult)1.9635298631.2011083713.3143472023.1080113092.1598114031.603756559
AA77630462D/3D failure (adult)0.8624628850.4684375741.0001250841.0509634090.8405472060.712318096
AA6474362D/3D failure (adult)1.4191350240.9724170851.724672261.5366125871.4418268881.267977482
AA66398372D/3D failure (adult)0.9922372460.5621084962.114074741.5057385731.5049370071.363338621
AA63400882D/3D failure (adult)1.6333160950.5464448231.6701981382.6681279711.5795451891.258079751
AA68305082D/3D failure (adult)1.6043493050.6093058292.8697333562.494299741.6639289361.276592262
AA77587432D/3D failure (adult)1.7876344460.6394105481.35601571.2630039941.2347971312.355664777
AA029934192D/3D failure (adult)2.3566369431.5588465862.7874204722.7431300892.3302962952.141155369
AA872397213D adult vs. fetal19.5023386217.5136955530.149953623.2663050524.5294553517.84127943
AA42819533D adult vs. fetal7.0719206145.2679678636.1385570017.235077277.482710815.35099208
AA47872433D adult vs. fetal5.2483647163.4703871544.1720403495.0527053185.1685291496.015264941
T4054123D adult vs. fetal3.23888994612.314795532.5218700241.4846265732.4632058826.610009772
N3321423D adult vs. fetal2.654734482.9611974811.7271136131.5171968641.8636435985.009412045
W6939923D adult vs. fetal2.8363345432.4186478352.3848597731.2715570982.2186620354.984390107
H8545423D adult vs. fetal2.5806886681.885829911.3886080051.2448440151.5344830513.983108173
T7128423D adult vs. fetal1.9868790182.4752585730.7441830470.7683070250.7650854264.427870608
N9541823D adult vs. fetal3.215859131.5837151561.5720900761.1524546831.550451454.188689886
AA430675183D adult vs. fetal20.4001118713.511577323.3592491319.0355612422.7050449416.6788312
AA682851213D adult vs. fetal25.4423622417.1095221833.7668484128.2212921726.8605202324.00871315
AA42743333D adult vs. fetal6.6829307274.7374770885.9857361577.068792287.2172232126.130314027
AA100296213D adult vs. fetal16.7351846414.1622253825.1751965321.6389847721.1601350817.85039728
AA070997203D adult vs. fetal21.1332906416.508022230.6385511426.143858226.2718268619.46457951
R27585203D adult vs. fetal18.9599876513.5139625326.8269742321.4504783921.4483263316.96978325
N71628203D adult vs. fetal18.6083899416.3339380626.6812052921.611302821.3387784616.98487296
AA484566203D adult vs. fetal16.0699279710.8563399818.7056317917.2702628817.7007398414.07448353
AA043228203D adult vs. fetal12.813128249.80384982917.9762082914.1933275614.2855905410.85546077
AA478273193D adult vs. fetal52.0692919732.1701728736.3070495847.9343210243.9400551645.65265571
H0561823D adult vs. fetal2.6329069884.6423003631.2848805250.9739064381.3268802614.570563698
AA40556253D adult vs. fetal6.9934413894.7829747495.2195812646.6118432366.4478119845.853372531
AA14704353D adult vs. fetal5.267129764.8562654738.4993818825.5614642695.306074015.35955551
AA03538453D adult vs. fetal6.4017285394.126660217.5787714816.9048665647.1289812725.672655498
R6015053D adult vs. fetal4.2151974744.384426364.8601947244.9735920315.3016138774.146462455
N6405153D adult vs. fetal5.4266816364.9280784325.6088705275.6229620255.3712109984.561721051
AA40574853D adult vs. fetal5.3686058643.190021514.3533399264.1064427935.4770503154.525369392
AA46111053D adult vs. fetal3.5753283162.6046249154.1307148783.9159388434.1313126863.482794563
AA84516753D adult vs. fetal3.785784593.6092114344.6180925364.2447501764.7793804053.825719327
AA44311853D adult vs. fetal4.3143815126.098760626.2767594925.3038876245.5684481875.169715811
N9231933D adult vs. fetal4.5722133223.0335133743.3545059473.0673021053.2437954996.319683552
AA18714853D adult vs. fetal5.5118205275.9848339479.5614584517.5387717757.3309183494.996228711
AA25341333D adult vs. fetal5.7539539454.7080579235.134091918.2219090986.2162234394.722726065
AA04570143D adult vs. fetal7.2447408697.0042005699.559741718.4375523929.2630827196.552005827
AA16456243D adult vs. fetal7.6274255075.2164967888.6999867287.9238816999.5082336076.844029007
AA48635743D adult vs. fetal6.415758836.97511326110.402297197.967450728.417425836.451127762
AA18074243D adult vs. fetal5.521213676.2345525538.1039308476.9831675696.9462382416.26480073
AA45474343D adult vs. fetal7.5114883129.36915801211.346967479.5625519629.4569378247.36978659
AA43722643D adult vs. fetal7.1127444978.79165326410.805111438.2662897998.5074701887.034847567
AA45884933D adult vs. fetal5.4693285443.663731474.9033066944.8270769475.6602065424.514629804
AA60489133D adult vs. fetal5.2581780688.2512131266.903220936.3699126345.6765235217.288981598
AA609655183D adult vs. fetal21.3342903219.0808178330.0108900223.998220425.3168124820.18144049
AA59915863D adult vs. fetal5.739057774.7655854178.3462451196.4236344416.610804945.063695516
AA05293223D adult vs. fetal4.1602944872.1838960022.7628997492.0968614012.1922481175.413063915
AA76932823D adult vs. fetal3.496641113.7953461473.5432443963.2021554621.6644356534.680897198
AA12953763D adult vs. fetal5.4900991484.0335119646.7532246785.2705050526.1045942814.571138177
AA48620923D adult vs. fetal2.9511278382.6224581072.3966285521.8767784972.1540385664.999645899
H3901623D adult vs. fetal2.8158249781.8269666891.6719447711.2539708391.6432793534.632563322
AA46421723D adult vs. fetal2.2702650162.1316317111.5206590081.0646185181.3294002454.21418601
T9505323D adult vs. fetal2.6887076925.333824981.7946832321.5317652421.7158147555.3630072
AA45464023D adult vs. fetal2.1028862481.5375703731.3467796991.1278491411.2141747544.183264486
AA44840023D adult vs. fetal3.3062421372.2350062021.7476240630.6312261141.5680828348.474436694
H13691193D adult vs. fetal54.0005294538.0602739536.3070495853.0147492949.8679462150.27373427
AA13208623D adult vs. fetal3.3370977433.2575503592.2931253811.5675144081.6047518285.862999872
AA48807323D adult vs. fetal4.3510330234.041949441.4526928623.5113346644.1188862075.708773871
N4094523D adult vs. fetal3.4470968422.1545880972.5016832812.520851832.2973851714.762374759
R5570523D adult vs. fetal2.9093086131.8513416211.4326889681.2127493841.6381050544.556458468
H5011423D adult vs. fetal3.3017365691.9083879221.7058409381.4074144651.7810486684.589212608
AA45284123D adult vs. fetal3.9819436111.2313737731.02481980.9639834321.6208341534.505595396
W7379023D adult vs. fetal3.9148885371.7139277351.6792587311.6087153722.2530848094.790266687
N30302173D adult vs. fetal16.23642614.3382550320.1773345716.7288297218.6038598415.82011639
AA29155623D adult vs. fetal2.8583891186.1644310672.3129411111.6249683191.9590016875.460005926
AA59851023D adult vs. fetal2.6983236732.6533830751.7091970681.4487456871.8522747655.166038663
AA45378723D adult vs. fetal2.7025894251.6205969671.7173365061.4990793291.5226160024.378038549
H0565523D adult vs. fetal3.1075153982.5218928451.3118055731.3141996791.6337792526.087070828
AA419177183D adult vs. fetal23.8974296215.4548558925.8821758524.4779011428.2082541220.47309058
AA458807183D adult vs. fetal22.0291622116.6544335725.4587448522.4348537525.6718292718.88009347
AA293218183D adult vs. fetal19.7966862415.4044301527.2312895322.1320952321.0750456718.14351405
W44860173D adult vs. fetal12.734095110.68967718.0730704313.8942718715.9291708712.73205002
AA629862173D adult vs. fetal14.5967919311.5337689517.2122922315.5998960816.6454175814.01615062
AA44767423D adult vs. fetal2.5342641272.1501543931.4277892521.0003282711.4234422294.137781882
T5248423D adult vs. fetal3.2363984073.0265111811.8389209991.6170021061.7597104234.94920807
AA49681023D adult vs. fetal2.8034224631.5959897351.7289213731.4550200121.727321324.877833042
AA48623323D adult vs. fetal1.1052945283.6126295662.0165141631.4070573531.1460127654.325105426
AA07977523D adult vs. fetal3.604129572.705671373.0090552652.1261825682.5173226185.903186938
W7388923D adult vs. fetal3.1747041744.2283123053.5835009443.6327041493.2331527346.073296967
R5033723D adult vs. fetal2.2523891811.3011177711.6960680831.2468813051.591507463.84378734
R5504623D adult vs. fetal4.8040680013.9144207594.4793345885.3104312475.1552235664.292901695
R4682123D adult vs. fetal4.4817815033.605171073.1943158633.7367303284.0598315283.62674894
R8776323D adult vs. fetal4.3493712891.7389580852.0165763531.5642462552.1671571054.929744779
H8958323D adult vs. fetal3.4720101083.1681230653.0707588331.8763350352.5297082875.529732134
R5604023D adult vs. fetal2.87503403912.021989373.6360429263.1342955662.8625008765.657443535
AA92270523D adult vs. fetal2.4679009125.7538486962.3642249431.8262355641.9909350845.56199203
AA48757123D adult vs. fetal2.3920957412.0300468741.89821671.1673801721.4452412793.891969777
AA40244023D adult vs. fetal3.040184434.5375744392.8166672782.3134361272.5678719276.461198799
H2952123D adult vs. fetal3.4580795612.0890884681.7228772581.4564455291.9296681925.361928045
AA490911153D adult vs. fetal42.6703039226.5285998536.2825042240.3946660241.6081196934.97057694
AA486082133D adult vs. fetal10.417276098.93788432715.0504014210.8205637211.952820188.842288293
AA678065173D adult vs. fetal14.1209313811.5407006220.8616820818.07570817.8384938413.73636722
R43509163D adult vs. fetal11.025635989.50959594916.7413373314.1391827813.4852049410.63815358
N57653163D adult vs. fetal10.412320610.4434677914.6780588411.7418167611.7450065411.69858601
AA670955163D adult vs. fetal9.1216101768.54764067216.3794585812.2534516212.216401639.258251347
R1469223D adult vs. fetal0.7571985590.5880638990.7528116990.8526555021.4471797280.869563322
AA488979153D adult vs. fetal33.6664051523.4078535936.2268495635.8378007136.119953929.2581877
AA44363023D adult vs. fetal3.1793669121.1417473641.7668104521.1189067271.6318391034.49413229
AA027840143D adult vs. fetal30.7758403823.5875253832.6281540733.0594410333.6020565525.63272733
AA458830143D adult vs. fetal25.5837920826.3984868328.1572278825.8740841627.4098783824.06147297
AA459015133D adult vs. fetal10.031768848.70900637116.0356301513.1017471514.030431149.884872553
AA074446133D adult vs. fetal11.858079439.62004641513.8272611312.8756943414.0425634511.73842466
AA027042133D adult vs. fetal12.734910059.45989614416.5198387813.4999494714.9322452412.43468402
AA629923133D adult vs. fetal11.094276396.09683584711.6373540210.2000494710.489612549.430135362
AA460830153D adult vs. fetal43.4676302625.8958554936.2332173837.9574235639.8790588737.77709716
AA45421803D adult vs. fetal4.4702936843.0932394244.9375297564.6881226665.0724194863.72227458
AA04652363D adult vs. fetal6.1558052634.3888373556.9345322295.9492547536.8833219675.158132106
R5134603D adult vs. fetal3.2305112453.0624181613.7875200433.7832850323.8260035632.512202334
AA02996403D adult vs. fetal3.8558471354.0141231915.7588885724.6133620374.0072808553.687657081
AA48921903D adult vs. fetal3.2749981572.3617176843.9180529743.2430681033.4690993893.176498463
AA04313303D adult vs. fetal3.0398427453.4711213895.2035293534.2213520794.2590921853.419382811
AA812973173D adult vs. fetal15.7724819710.7454912818.8539467918.8666315716.7733314112.70379222
AA45347103D adult vs. fetal3.9571682943.0389267992.879378114.1886925114.4538348953.457945931
AA284693173D adult vs. fetal14.41273649.49783989813.9671751812.7558513613.6355452714.18625183
N9028103D adult vs. fetal2.8891088983.0650730213.8250434243.7727224463.8978979172.916608408
AA62954203D adult vs. fetal3.3391245053.202781434.0202900224.3678481384.2033430713.045430554
AA67934503D adult vs. fetal4.0419145653.401891775.3345805354.7673471845.0520521683.629044952
H3777423D adult vs. fetal2.5821360515.7514095440.8261304310.7491986530.9503960524.924705249
T9718123D adult vs. fetal2.8481449461.7623042591.7809318171.6629772371.9304894834.429079742
AA45487923D adult vs. fetal2.5888148181.8958229680.7886229970.6839395220.8684268644.58445785
AA14764003D adult vs. fetal3.1111741823.6891393093.7815242964.0968607993.9590117742.732271995
AA76742993D adult vs. fetal7.0540935915.3635801527.9881055676.8396045087.3706922627.981701609
AA49099193D adult vs. fetal10.987573177.79072953812.357102479.88568191611.004355778.898305631
AA422058173D adult vs. fetal14.7140852514.8468556524.4917606219.9463204819.2929138514.68049409
N6620893D adult vs. fetal8.1237977416.17796255610.331881197.8947259178.5808982976.881934203
AA63077693D adult vs. fetal9.1381192735.8323329811.419539399.0032090989.5900939698.070647196
AA82728793D adult vs. fetal8.4826493487.4822703078.8917469699.199842689.9767257928.422494842
AA48808493D adult vs. fetal7.64913415214.9795571613.4176671310.420938819.0717033888.874743158
R89715133D adult vs. fetal9.75009975117.870550218.0361641613.8209133412.9973534314.90421282
AA49050193D adult vs. fetal7.9444154447.8597581911.060331989.2840974898.9924684347.63431741
N3219993D adult vs. fetal9.678286567.8933297239.9163110999.83723627911.239875639.150031823
AA43440493D adult vs. fetal6.867304598.4266744729.5772633228.0372366748.0968675756.953180054
N9368883D adult vs. fetal5.03827407610.941876249.0368238397.3584562377.1552506576.336977302
AA29267673D adult vs. fetal11.094204239.8678443969.54886042211.5285540912.532749719.824831453
AA46441773D adult vs. fetal10.409786629.639874911.9576262912.7765155112.876747910.07601153
AA44209273D adult vs. fetal9.9659871227.3702891488.8837016139.4416917999.6676880438.214697052
AA44209273D adult vs. fetal9.9659871227.3702891488.8837016139.4416917999.6676880438.214697052
AA02664473D adult vs. fetal7.7696023836.6382145925.1371190183.5720830724.08691540115.10517784
AA48146493D adult vs. fetal7.3566160499.39472763111.968715239.6244887899.6978190227.196159079
T68859123D adult vs. fetal7.1022392876.06301127310.143429778.3161214378.907191987.165656319
AA699560133D adult vs. fetal9.9784214719.3729577814.7586328616.4268922714.2647165112.73562928
AA705069133D adult vs. fetal8.51274942710.5159537813.199830179.99900030110.133971759.694546633
AA457739133D adult vs. fetal13.7629668810.2763570815.406212312.7665295714.099349810.82804945
H99843133D adult vs. fetal11.425453669.86048960411.0835809110.096311629.90220466710.73353077
AA399410133D adult vs. fetal11.492689139.86830484816.5098841414.4967271213.2365899510.91245055
AA44303993D adult vs. fetal8.6616156815.47355357210.75920738.2683475799.7710736917.541136242
AA164440113D adult vs. fetal17.8298923311.8787762820.3539582118.4826771119.4681564414.70024382
AA446453113D adult vs. fetal16.5539613813.8111699416.5029465119.5404856321.2277512416.02767268
AA280692113D adult vs. fetal17.4075022516.1866970419.0493581719.7134708520.167305716.35083848
AA031514113D adult vs. fetal20.5863575717.5016200921.0384417922.3994119321.4147095518.33395551
R33154113D adult vs. fetal15.8092905313.2369693913.3719107614.5281382614.9531260716.05415087
AA487452113D adult vs. fetal13.7132719319.4186653412.6183166312.07734912.7449843718.11228999
AA40032993D adult vs. fetal9.4714103258.1390992249.94549624610.1383760911.0744297.250594994
AA454668133D adult vs. fetal9.0473500147.525411512.6065292510.8193226110.343138918.424799177
AA486393233D adult vs. failure0.6820300676.7244405650.8006208680.5622992760.6033813681.639697615
R62541233D adult vs. failure0.4020991162.0472329430.4765348180.4197460760.3647906010.848514165
AA171613233D adult vs. failure0.8339163046.4280130191.0494895330.8316181441.0615439982.831110499
AA23570603D adult vs. failure103.286214545.1845903336.3070495866.2209646176.1933609853.68696068
AA668527233D adult vs. failure1.3601339456.8050321541.0712150780.975296831.063106683.121521767
T64144233D adult vs. failure0.4769157257.4177821020.7462626220.4559357760.5889076161.573719963
R14080233D adult vs. failure0.4428126417.9061103840.6279508070.4986149460.3724661791.218619609
AA609599233D adult vs. failure0.3593524617.1433691520.5693051770.3662818570.3414884031.345297086
AA489201233D adult vs. failure0.7462476737.7612670380.5692305120.5680393980.514457571.823393758
R08876233D adult vs. failure0.8813001086.2044384871.3465941921.1273749451.3035117481.365140688
H46425233D adult vs. failure0.4461191297.5495502630.424236280.3841257050.3042565791.948954368
R56149203D adult vs. failure3.9467394852.2218895352.6873967482.293497912.9944361376.00466275
AA454619203D adult vs. failure4.6700539672.368993683.2856026992.8115680953.5305448236.168078813
H15445203D adult vs. failure3.6381470662.7064470871.4588852771.4572651292.0212837146.315381377
AA705225233D adult vs. failure1.3868367866.4295768971.837113771.344835131.1505001042.597429853
AA19148823D adult vs. failure2.17422405245.101443442.0690088381.6318705161.7765358216.32613468
N64862143D adult vs. failure0.65059609512.108380171.0653065040.6656829470.6145172483.167265877
R4541373D adult vs. failure0.71657841326.619523551.0650460510.9177799850.7738917666.012284228
R7729373D adult vs. failure4.17327001418.877878696.0980814596.1584633315.1924893996.808820493
AA43618763D adult vs. failure7.7308455834.644386099.7403013867.5825200528.23360474918.4559413
AA67647053D adult vs. failure23.0946175912.7974988219.6726119218.8319537425.3128319219.5015243
AA443634233D adult vs. failure0.4836747246.5077666680.8345468010.6022371790.5630616291.705323839
AA66418043D adult vs. failure77.2884280543.6641894336.3070495868.2665995973.0139747154.50243711
W58658203D adult vs. failure3.7389570431.1576474861.6252986070.5670456341.3622637585.290498458
H5402323D adult vs. failure2.51842566676.647641281.4557672771.895583912.24404381523.68020326
H73724113D adult vs. failure0.79456527215.904876261.1247425320.6602428570.6888145954.296719254
T7003123D adult vs. failure2.00615554848.924723692.7897401032.014774141.74667180315.29766287
AA48175803D adult vs. failure123.621164461.2069391136.3070495892.35920856102.049803754.85301063
AA52143103D adult vs. failure125.241390456.7799976636.3070495893.6827224100.836215654.85301063
AA446103233D adult vs. failure0.3386243037.6527040120.5710459630.3499893940.4068838511.434663101
N9264653D adult vs. failure30.4286591114.8970988829.9017217226.5933908828.5667260526.04183434
AA453789183D adult vs. failure2.0441504528.4959580172.3280261542.5721675282.2121597293.457082607
AA425299183D adult vs. failure7.8877700783.91896305810.383879947.6600892728.7943045317.329938113
AA868929183D adult vs. failure1.980911219.9373685382.0130894651.4710739141.4208287245.418655459
R60019183D adult vs. failure2.1160442898.5254642961.0470370180.9280425391.0827275055.235772895
AA857343183D adult vs. failure1.6500374186.2978087372.4268714591.7046231261.7419668133.845429741
AA481438183D adult vs. failure2.5739334988.3913109092.4456251761.8932173171.763412186.043734557
AA399674183D adult vs. failure2.1307834178.1646854363.3889708592.3540399542.2799935424.872785488
T98887183D adult vs. failure1.1007401488.7564205090.9361008221.1003179220.8035840443.484794007
AA678404183D adult vs. failure1.6015987277.0151974661.9325476651.8209359771.808523633.313612045
H15747203D adult vs. failure3.7033687871.8412365611.319837110.4682663551.5791898076.384201738
H16958163D adult vs. failure4.9116525742.5057770166.1532386073.2582789889.4218777512.976025283
AA936783143D adult vs. failure1.34203102813.570921721.9529741921.3349545681.222401261.341547085
AA884709183D adult vs. failure2.2624020267.4675275383.1583798072.6523550752.6630072644.51372877
H24688183D adult vs. failure1.3954802637.0593718752.2326698641.9219325651.9637420234.014560107
AA884403183D adult vs. failure2.0325268088.5082160032.4088693382.2672180442.2819830034.451591143
AA404619193D adult vs. failure0.72199655511.040392280.8490349270.4750836650.6454712182.92914746
AA598611193D adult vs. failure0.4733817419.6582268180.4856427180.3827762930.3274975623.321739
H72875193D adult vs. failure1.0475286079.9655930161.75147176480.961457310.7181460533.174877726
H63361193D adult vs. failure0.4447057018.6085862980.4606179180.3477647670.3275264892.835780951
R39221193D adult vs. failure0.0634576238.803694050.9164046880.5884415670.5838329612.21717036
R02348193D adult vs. failure0.3809571158.7232845390.6898437440.4306804090.3149078461.628641297
R51835193D adult vs. failure0.3198210383.2050919880.4991331480.3418007180.3987729730.702868877
R33031193D adult vs. failure0.3091991039.8719013530.8707190130.4989823020.4468159011.737947999
AA412053183D adult vs. failure2.1734621598.6587493771.5605259392.3353018651.600011133.312435004
AA001897113D adult vs. failure0.70739961918.561991851.2768330430.8393940930.6984452893.44857855
W81191183D adult vs. failure2.0351308279.5644976211.4700284381.2784600581.4666815455.442558928
AA430552163D adult vs. failure6.7047433633.9127448797.3084276256.1824878356.7156393245.892347254
AA594130203D adult vs. failure4.1976845461.9509485443.3997477892.7927992713.3081486086.573561928
N92864203D adult vs. failure3.9648890921.120305551.2550474341.0288752071.5976883926.129597747
AA457123203D adult vs. failure3.8254350821.3724546841.7375817191.8054118882.2425797765.776097858
R43320193D adult vs. failure0.53452418510.133923580.3075403410.3347624090.2971540333.300796986
AA670430203D adult vs. failure6.0339655432.4110897816.4904137765.2275075656.004887884.958892131
H85068113D adult vs. failure0.93224082519.083053721.0628518621.3235240850.8432083223.42676519
AA458785113D adult vs. failure1.02454448114.762207111.6735154651.0163031391.1179239583.660946499
AA485871113D adult vs. failure1.24042548516.321240361.8196649781.0514756581.2438323784.885742561
T39411143D adult vs. failure0.68341690614.12804820.8277627840.6658951650.7763097263.661139864
R00855203D adult vs. failure4.1168687082.5450896832.7682016592.6587618852.7880151216.090967819
H98666163D adult vs. failure7.4962610533.4230393883.9173991833.2080477954.0213380117.436138134
H72028143D adult vs. failure1.12238724810.877255291.1072692890.8946511850.6930975515.481280912
AA679177143D adult vs. failure0.81360198611.39800190.8847298180.7387568430.6244866573.353148409
N21578143D adult vs. failure0.49386796112.220187110.6300689880.3322392140.4528744053.48979683
AA007419143D adult vs. failure0.64054828210.872907960.5737073730.4265985120.3909732665.000691355
T49657143D adult vs. failure1.47843858812.24546221.661727021.0858534581.1581501764.728340076
N38959143D adult vs. failure0.9666851812.215217541.2222409190.3902419651.0365873173.877992922
R51912143D adult vs. failure0.93168569113.326668320.5540654560.5844709010.5453792334.794685202
H90415143D adult vs. failure1.02793373814.409388681.5435608471.0150151980.9134668973.697172386
H4148912D/3D adult vs. fetal4.0273897862.0974222391.7263497931.4133624142.2236169837.753646206
H1645612D/3D adult vs. fetal4.0153862577.0104560832.9746472282.5124933813.1069409988.704678862
W4541512D/3D adult vs. fetal5.6123638271.0652168812.6917032682.0270564212.5689737826.615995267
AA44775112D/3D adult vs. fetal3.7073034654.7802410732.2235906872.4379727782.6314581567.623606101
AA48748612D/3D adult vs. fetal4.213365964.0457658013.0152832942.2862020192.7689486058.048478397
R5660412D/3D adult vs. fetal4.1651863073.8467799082.9738153712.3699299363.15098127.458099126
T6577212D/3D adult vs. fetal4.4878639132.5382866052.6430157632.4621407123.00626864480.741762884
H1508512D/3D adult vs. fetal4.5320706882.5526062551.8747285761.7979286532.2493235387.10815384
R6129512D/3D adult vs. fetal5.75226253.645420132.9451208332.5643637722.8261039447.68061273
T6125612D/3D adult vs. fetal5.2603641.6419685891.8195661121.6258567062.4320495656.879367501
AA40573102D/3D adult vs. fetal2.09045402234.420336661.6645159981.3042883821.29310533810.6339838
T7187912D/3D adult vs. fetal4.1937328894.2102426651.9856668971.9466581192.1956625088.143137484
R5992712D/3D adult vs. fetal4.8262080774.3833519711.6023441461.525574342.1922906277.925477266
AA49678002D/3D adult vs. fetal1.51470484626.444598431.1351590780.9126926151.00108479310.48006188
AA17688802D/3D adult vs. fetal0.88361337516.907089110.9690726450.7593704660.7818785166.758214974
AA43616302D/3D adult vs. fetal1.14528648319.390079970.910328680.799087371.0628124927.470804263
AA42877802D/3D adult vs. fetal2.70593623723.816042441.6500597641.2918758431.52645549110.05785097
AA46322502D/3D adult vs. fetal1.80546783622.976891021.5452261551.4160831911.2895957259.717200851
AA48542602D/3D adult vs. fetal1.38932569525.671399541.270392931.0697424780.9984576859.858144828
W4748502D/3D adult vs. fetal1.74534195627.399460251.2876684411.3050113861.41649271911.04790889
H8498202D/3D adult vs. fetal1.53303272328.301311991.0475898171.5496339711.236864819.828318446
AA50461512D/3D adult vs. fetal4.0502571883.6253563012.1997038891.9413848762.751182897.641495993
H9448702D/3D adult vs. fetal1.64575044322.479038433.5948200421.0288459361.6816861498.286429124
AA44895902D/3D adult vs. fetal3.1249901254.5923558123.8993747353.1737343923.4512639586.793092921
AA07035822D/3D adult vs. fetal8.0126674751.5641023791.8835382831.5849967532.6423933899.48000834
AA45340112D/3D adult vs. fetal5.6929345921.5285936291.9056523831.9043506962.2064532076.672888766
N66737142D/3D adult vs. fetal24.900739080.3933340781.0954207790.5562986380.9237593813.442649218
AA66618092D/3D adult vs. fetal2.11574080512.057257532.145704431.4880454731.8707920545.34373246
AA85713192D/3D adult vs. fetal0.1520326730.2074607040.2689974710.2106853190.1323671620.357440795
AA47910292D/3D adult vs. fetal2.29519738225.016325313.6812146053.4259280263.028510338.49611205
AA45607772D/3D adult vs. fetal7.7311702924.5092918854.7616311353.9226052054.87560399511.60167555
R8749772D/3D adult vs. fetal7.5538572034.5182976673.0062179171.0677944684.39366135712.60889243
AA71891072D/3D adult vs. fetal7.124143183.5484317373.9285524413.5578147264.38310191110.82120865
AA40626972D/3D adult vs. fetal5.8877775876.4937000593.3765706132.3590087753.44790057911.90806873
N7462342D/3D adult vs. fetal0.7386924110.8856322060.5075691850.4239274960.4058942221.326758097
H9936462D/3D adult vs. fetal4.6544468323.9679452223.1731553422.530202582.8260206259.199591084
AA44768462D/3D adult vs. fetal3.97640874514.438160724.7637381512.4718822352.7321350778.763139341
AA28230162D/3D adult vs. fetal5.7417530462.6389265343.5259555973.1165351423.4425630428.08592064
H9958852D/3D adult vs. fetal1.45545970629.421123570.938180730.7056632940.914080749.587415089
N5351252D/3D adult vs. fetal1.88589083327.437557491.4378310641.4881932941.48951443411.66412529
AA68332152D/3D adult vs. fetal1.13323626527.223451341.3949683860.9683653610.719729128.309498154
AA60855752D/3D adult vs. fetal2.57727394329.046464782.8073871592.0292020141.9326897928.478935818
AA75776422D/3D adult vs. fetal5.6909141963.3578957653.8811018882.7520798212.9555362289.043391314
AA40606422D/3D adult vs. fetal6.9571082193.8550680493.9282749783.8303066155.1435775699.248530935
N54598202D/3D adult vs. fetal6.41186447540.4586411412.324761058.7400606418.36142845811.67500348
AA48198872D/3D adult vs. fetal6.0297167697.6192818163.8013458733.5970223083.98812421712.08244483
N6239432D Marker adult vs. fetal2.4368139793.6878658051.4119116864.0457704910.8441503412.656973499
N2014832D Marker adult vs. fetal3.449953412.7599425123.7518065483.900904853.1423789074.04494813
AA49667832D Marker adult vs. fetal7.0011008434.035685635.2974095833.7223839235.16064782310.19230959
AA40097332D Marker adult vs. fetal2.893468034.470767384.4702102093.1934784913.2570432684.020015252
AA49702732D Marker adult vs. fetal1.8022504830.5781621023.9220926622.4070651021.2867628682.157496735
N6450832D Marker adult vs. fetal2.1157959843.2768561681.902350475.3142584832.7883313953.540796101
AA03356432D Marker adult vs. fetal5.3167886512.7200449473.1338832022.6838715963.5322843268.161295359
AA44610832D Marker adult vs. fetal2.0783019352.2110419443.7927599433.3246840953.3754025852.756568814
AA15957732D Marker adult vs. fetal4.7460904644.9890706894.2878130073.5937687923.8164252447.786959581
R3695832D Marker adult vs. fetal4.7495391443.4005887875.6247938065.2344221925.2863953514.078616944
AA82950832D Marker adult vs. fetal1.9201635070.79099063.9232583243.4574913811.131748481.710017559
AA48206732D Marker adult vs. fetal6.1946252214.2388819663.2546113873.3153406623.8794010328.171254871
AA66931432D Marker adult vs. fetal6.8095386694.1330509125.3297403513.7800768864.4248218898.385883026
AA77524132D Marker adult vs. fetal6.0142475824.2226790245.9094339034.6519358934.5297693857.71821785
R7358432D Marker adult vs. fetal2.7882206825.7447558014.1741728783.1100310362.8405232853.830886431
H2898452D Marker adult vs. fetal2.8926976483.8313277944.3378370944.2897022713.6431144673.029043454
R4420232D Marker adult vs. fetal3.8434106642.6363587873.7867349613.4155903843.4734438963.189323952
W7005142D Marker adult vs. fetal0.4607436550.4356376110.5991116910.6346479410.6845088610.518398472
AA40197252D Marker adult vs. fetal4.6943093295.2372668984.8032643686.39578276.1878098575.273916388
AA23616452D Marker adult vs. fetal4.4891903295.9991328566.5332185175.7919853555.2059939275.089326434
R2241252D Marker adult vs. fetal3.3223607378.9245892875.2576122644.25286884.4330390784.372991798
AA42480452D Marker adult vs. fetal6.723164624.9455973598.8447060587.1003834427.6907369985.712216735
AA66944352D Marker adult vs. fetal3.4731412735.6420749495.8041367924.7805134814.8191900273.624913174
N6968922D Marker adult vs. fetal1.472684261.5006097471.5777722151.631585121.6735786711.20775425
H2431642D Marker adult vs. fetal4.0977598374.5718096866.6705949985.5195593275.3023467464.332423617
AA07422432D Marker adult vs. fetal2.91604043742.179085733.9960843213.4212636282.97761414115.7136877
R3657142D Marker adult vs. fetal1.220882450.6979792451.2461739411.1060082831.4343400531.173334441
AA05846542D Marker adult vs. fetal5.11368367910.127792515.9776206385.1830538065.6569094785.941479667
AA63381142D Marker adult vs. fetal5.0475857473.5413299875.8597000354.9175621736.0330893174.6898963101
AA45715542D Marker adult vs. fetal4.599191552.6344630515.2077960083.4446002543.8886579774.888009989
AA45910442D Marker adult vs. fetal4.7908490262.497177764.8759335594.0526375624.5322774663.791654155
R4021242D Marker adult vs. fetal5.6956065236.5366050835.500149254.8783092215.7548232598.404118354
AA08647642D Marker adult vs. fetal3.8261883642.3382346194.058451783.5736490923.9428665343.486560771
AA68331052D Marker adult vs. fetal4.9888759250.4275359746.8844502047.0595425166.2129110715.167664215
AA45564012D Marker adult vs. fetal2.296948252.2465092122.4909409022.654443592.5288897512.024350751
AA49687812D Marker adult vs. fetal2.3292066722.4648092112.7089234992.5915261712.8207579062.528269298
AA08574912D Marker adult vs. fetal1.1343525761.1452194230.9196949081.2138924331.1919523061.148805945
AA42575512D Marker adult vs. fetal1.2560262531.426298561.4561010821.5383761891.5211672660.95599115
N5235012D Marker adult vs. fetal2.1595422252.6513545972.4274194752.2560407582.4841513342.217863077
AA63010412D Marker adult vs. fetal1.8985906871.8504290132.3231189972.2653402832.5438861711.567701571
AA45485412D Marker adult vs. fetal1.855054551.8742190482.2890798472.0768822041.7755274871.600396337
W7340622D Marker adult vs. fetal1.1458618171.6886941221.3947201581.51500591.3482661151.257230067
R1280212D Marker adult vs. fetal0.7540363840.4587561912.0512384681.1238799390.7416727036.651716983
AA46535522D Marker adult vs. fetal2.4273189671.2344973821.3829752982.8207066271.7580253332.561266549
AA82938312D Marker adult vs. fetal0.6278741180.3616002070.6374472620.6082217180.5139083430.712979229
AA62918912D Marker adult vs. fetal3.3844603233.9071655253.9333431914.238369013.4687460443.982435808
AA43051202D Marker adult vs. fetal2.2394794452.6377567363.818761713.369431293.4045405352.413395122
AA45643902D Marker adult vs. fetal3.8382217272.7794391394.3969472894.3258714814.4457036123.414286314
H2786402D Marker adult vs. fetal4.0830673992.5882601933.2471677313.6829894944.0528354613.076145132
AA64465702D Marker adult vs. fetal2.7495657531.9495299533.2827185752.772404422.8353863952.393138312
R4046002D Marker adult vs. fetal2.6177412852.770449952.3457688872.5303489372.6391320342.129569504
W9605812D Marker adult vs. fetal0.5517930530.7199357680.8231729550.7169488840.6470542850.511406835
T7220222D Marker adult vs. fetal1.3721332290.6547777581.3544965651.3358283191.2991485371.132910683
AA59879432D Marker adult vs. fetal0.8573142710.387601244.809290414.4490909193.26754150.950844105
AA59917832D Marker adult vs. fetal1.9875008421.0762386973.6165328313.4704981292.4059451181.70047288
R8824732D Marker adult vs. fetal9.2955594764.1456590513.8070365173.2476959124.81155695918.08933692
T9881232D Marker adult vs. fetal3.2060075780.455826997.360085663.7623881774.6293937622.262352025
AA45485832D Marker adult vs. fetal7.6875301643.1303742763.7702301813.3572680943.9084029511.3903899
N6704822D Marker adult vs. fetal0.1829010120.367693940.2979747860.308071280.275640650.333601513
AA77687522D Marker adult vs. fetal1.0887833090.8506502791.0340765311.1675616550.9983641630.903409454
H5111722D Marker adult vs. fetal0.5379325420.6873681020.5740220430.7302995710.6835260330.743361636
N3617452D Marker adult vs. fetal6.0890611654.4814158575.5401915895.6233205996.5884294574.496005766
AA77718722D Marker adult vs. fetal1.5231557041.0779768012.0605249631.9463273522.2994715541.87592009
R0958182D Marker adult vs. fetal5.8905195533.7840339555.7862617074.7335796924.5244896625.169772778
R1684922D Marker adult vs. fetal1.239793051.317395381.9899665060.6637510341.5945001531.415959831
AA88416722D Marker adult vs. fetal1.2174201370.768776890.8481430071.0702649721.1026697251.097445419
AA13698322D Marker adult vs. fetal1.9882988132.6386817892.5406758322.6509690742.5176269881.836297875
AA48862222D Marker adult vs. fetal1.8343687142.6646994162.9162003922.7161784442.2806362911.670136989
AA69942722D Marker adult vs. fetal1.743939142.6426516342.7057348032.7908512592.3616294531.978094745
AA49045932D Marker adult vs. fetal6.368330465.6719794563.6803742444.9367686054.8847317099.255585154
AA62678722D Marker adult vs. fetal1.6882594042.1642127052.1159462851.7951976312.3528503192.121107168
N62179152D Marker adult vs. fetal35.5082634619.1116059133.526972327.5793893135.3246830829.21398971
N27190162D Marker adult vs. fetal9.7509932257.53089157612.7591895711.0591622512.035352198.653835849
AA441895162D Marker adult vs. fetal7.1772825645.2357196137.3854394827.0140869538.1265156436.246092446
AA463924162D Marker adult vs. fetal10.419706087.96461685812.5507262811.4266537112.312902399.520621452
N78843162D Marker adult vs. fetal7.664641545.435696937.613477187.6083679588.8836007155.827918931
AA629719162D Marker adult vs. fetal14.071138818.0715828215.0702968813.1884212413.8947992212.78716552
AA404755162D Marker adult vs. fetal10.907926719.0158774712.2739380610.0367106511.2043816112.29601389
AA45935172D Marker adult vs. fetal3.307388165.3136938767.1226688513.5298839533.6710313654.776266565
AA488346162D Marker adult vs. fetal9.4886919267.54295044711.216932059.80533776610.464545339.180810589
AA427899172D Marker adult vs. fetal13.33651699.04185112816.9794616612.4420604515.1682003911.53880939
AA453813152D Marker adult vs. fetal23.5301466218.5505137326.1323255224.0775444427.0570211419.41686645
AA397824152D Marker adult vs. fetal28.0835196220.6264896827.0278726626.2925730330.8506713119.80045327
AA633901152D Marker adult vs. fetal34.7798491823.7844288736.1225076235.6148843441.6670368430.60345109
AA181334152D Marker adult vs. fetal27.2807527718.9816048931.1843798827.2312908529.8986819924.05531978
AA292410152D Marker adult vs. fetal31.3095984329.1382109233.6079600835.9837859938.081089727.93817331
AA253434152D Marker adult vs. fetal27.2883674624.4875187226.02107229.5137739331.8189776124.38068282
AA455058162D Marker adult vs. fetal12.5476244410.9029949912.0419297813.9613355814.9351835210.87358414
R55188212D Marker adult vs. fetal31.1287496512.8190488226.2960439518.7293530827.1618963419.64403686
AA46572302D Marker adult vs. fetal0.6260999050.5198298530.9650563450.8018344910.7230635920.645073541
N49856232D Marker adult vs. fetal58.2549612343.8120692736.3070495858.8810781563.7354541151.53609212
AA455272232D Marker adult vs. fetal78.722654557.9574528836.3070495870.8338612384.6013683354.29877782
AA459292232D Marker adult vs. fetal84.9801390754.5523752838.3070495878.8103129185.9454599854.78113735
AA878561232D Marker adult vs. fetal91.8902348970.2473383636.3070495885.95771786103.455624654.83812392
AA772068232D Marker adult vs. fetal100.702276760.9138633236.3070495895.803451785.6315468754.85301063
N78821172D Marker adult vs. fetal18.182601138.90096933117.9596811814.8822388316.8155028814.041252
AA291490212D Marker adult vs. fetal16.1520001912.258977119.6408566416.9896540318.8813471113.99432924
N46828172D Marker adult vs. fetal16.540968869.83078421217.5335127613.8676389716.83867472615.02548971
AA150487212D Marker adult vs. fetal15.1951241213.8004219117.9560927714.509467517.5505627515.10253571
AA282537212D Marker adult vs. fetal17.2424409913.6487038621.8292302718.5390260218.3443304217.95537212
AA707922212D Marker adult vs. fetal29.5242348119.1724810230.4281424229.0943966827.85417625.96068749
AA443638202D Marker adult vs. fetal15.100059415.1534878217.8855885315.769711218.9415190714.61633105
W73892192D Marker adult vs. fetal53.6200201339.0238065536.3070495856.6767482653.8292161146.25990911
N70734192D Marker adult vs. fetal50.139552837.0198634136.3070495848.4833530447.5755142945.25023946
H57136132D Marker adult vs. fetal10.271996469.12448778812.52381089.8058514811.1253217910.90999216
AA700414292D Marker adult vs. fetal72.8127183437.6154646236.3070495868.6734399162.2529265954.4411949
W6546172D Marker adult vs. fetal5.4768392395.0674429815.4268877256.0791261186.40146343485.626362584
AAA36584152D Marker adult vs. fetal23.0294131315.2475403825.7374051522.6155695422.798115919.91483801
AA02904292D Marker adult vs. fetal8.0222346447.3115960058.8956622779.4792177399.6054859347.544837461
AA42772592D Marker adult vs. fetal12.692948647.65553614213.673268124.26115533412.429097112.81248352
N5128092D Marker adult vs. fetal6.6323338155.8745950417.3851662727.5206081067.7857485065.963530521
AA28134782D Marker adult vs. fetal5.0897806134.6404875924.94155943445.452510256.2882045124.490066004
AA40296082D Marker adult vs. fetal4.9651506214.501829246.5962238212.2420329284.8803565984.839655851
N9848592D Marker adult vs. fetal7.1254059276.5441299517.77218647.5567538998.4790668086.411666818
AA49020972D Marker adult vs. fetal5.8031947295.0249034.5467054126.0463216556.5006092144.920009122
W6136192D Marker adult vs. fetal7.3847509127.33529892511.109355188.81000279.4217617766.881790584
N5101872D Marker adult vs. fetal5.48810080238.5926231210.69983086.0325845865.21684924217.32422488
AA45528172D Marker adult vs. fetal6.9980827829.3174338768.4954600117.3529590687.9385711078.110370507
W6947172D Marker adult vs. fetal7.2150227978.1485654598.1976569115.320008854.95685901713.55485747
AA48632172D Marker adult vs. fetal6.6168434063.68842166710.11482245.5389223615.4047767736.062776617
AA45898272D Marker adult vs. fetal6.9612869586.2809752666.4414697747.0729224757.6465980096.402438243
AA44209572D Marker adult vs. fetal10.533688676.9692518289.0351043148.5307320528.7159248757.353607298
N9900372D Marker adult vs. fetal7.7773465275.1234065977.2713608357.6940762998.0150565246.947984869
AA60928472D Marker adult vs. fetal5.2035276316.7252287275.9622528165.3928726925.4869840166.647332466
AA195036122D Marker adult vs. fetal4.7390318125.6302234896.1684193273.9521371256.2991839564.511434885
AA47826852D Marker adult vs. fetal4.5876230854.3196685216.074467365.3210948195.7057838994.273131909
AA608583132D Marker adult vs. fetal8.7102134196.63363191410.892670069.89780320410.764056117.594364628
AA480435132D Marker adult vs. fetal10.666031076.87839339811.707023219.86286046610.6292080710.9035389
AA505046132D Marker adult vs. fetal6.1759089697.77474045210.846325817.6575846137.6323284685.432221512
AA487893132D Marker adult vs. fetal6.289133917.08662981910.383170338.1866379198.6777816396.646527414
AA292226122D Marker adult vs. fetal6.9783117659.4983791679.9997577538.2451734088.455332717.944255354
H8710692D Marker adult vs. fetal8.5117731668.3067660688.6397284118.6882707479.8172682927.409517924
W96450122D Marker adult vs. fetal6.3333046046.1145487410.938548168.2950255368.5018486856.781838425
N33331132D Marker adult vs. fetal12.011977589.75328304514.058316210.9245679413.4554004419.89513482
AA405800122D Marker adult vs. fetal6.1213964795.2233205887.7215005487.7181066586.4625475985.753462094
T51539122D Marker adult vs. fetal6.4899001466.5705582519.4690299978.8202642889.1944191145.883142749
N59764122D Marker adult vs. fetal7.6005406594.7567248228.391915387.2799064258.1352046556.251234677
AA521346112D Marker adult vs. fetal18.018746311.9881399120.0453914717.6643728519.7279358215.44668566
AA428551112D Marker adult vs. fetal11.813798389.13234451413.5770354512.53677114.2611507811.3197892
AA489383112D Marker adult vs. fetal10.071964536.4071018510.636545389.1152673499.3458068828.56845107
AA490172112D Marker adult vs. fetal8.3747661471.41529748517.3871325612.090499188.2903468936.184780432
AA504477122D Marker adult vs. fetal5.4178912163.859722356.0903534315.2092473215.8290420514.969815506
|
AccesionH1 V2 t0H1 V2 t2dH1 V2 t4dH2 P1 3DH2 P1 2DH3 F P4 t0dH3 F P4 t2dH3 F P4 t7d
|
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T671280.1044600373.43E−021.1581512250.1229455220.1947579070.2634091590.26637220115.92056233
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AA84451848.8347679954.5287932540.5658484354.8920071849.3905640942.9357318747.448557746.960856259
AA89455749.9366485244.4223019949.495175565.9288194960.3360267139.1141715546.472471021.451948868
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AA64412811.1114875710.689396753.3913496935.570925245.210337598.3269579529.8010345838.395745244
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T672700.7069064821.12885239.0315332441.7474874331.6763633210.9715293381.027926291.159935914
AA7763041.053086681.6089436647.1150656431.0606011391.4286746221.2153713951.0261938272.050698416
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AA6340081.3593399211.03649750713.341774961.7245762120.8532386941.0247865231.0685240941.956193928
AA6830501.0134898871.03852835515.819527211.588434760.4967406140.5584537280.8150208621.866191062
AA7758740.2468524760.4246858625.1438245120.9745001610.5294375090.2902508980.385545211.21495112
AA02993410.392616676.1738292163.2560151682.9372131263.763089316.7161350764.9944325814.353783816
AA87239746.0074513839.1708856336.0447077660.2432017947.4837204140.8466762448.5197165825.61671577
AA4281955.503767575.854451042.2986604862.1545302993.4161820854.5153051244.5642510773.09255509
AA4787242.4410155314.0117190781.7036912121.3396336142.5758659321.5737601871.2474331012.275822402
T405410.2751539080.5450929673.9026189740.9635756179.51E−028.50E−023.92E−021.06319634
N332140.130764490.2574427271.2487450941.2144561760.1477325220.4793954095.23E−021.778833698
W693990.3452236460.3640821411.112009940.6516313820.1562648884.35E−025.26E−021.090858575
H854540.1774231870.1642391570.259523620.2788135890.2077182770.1924289390.2932843620.980664216
T712843.25E−024.43E−024.34E−030.1149651690.1748721710.1416600590.3151973630.637643567
N954187.17E−024.56E−020.176956050.2309278822.96E−023.19E−021.92E−020.409050075
AA43067529.358637928.4961031830.8623113232.2848220344.4953692333.2700103632.8154678720.72524354
AA68285146.9024364542.670486149.4627226354.9318551260.1103428337.0053286237.6240816623.34221611
AA4274334.5907709146.4910962932.1191614492.5128495933.6227788255.4050433555.5992384535.427644127
AA10029639.4442387656.2394289841.4937402450.8050042143.5575445257.5447306253.8905807127.20955224
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H056180.2876341720.1263557760.1033286650.534963550.1137697830.1031429910.1035722380.411960124
AA40556213.7866571415.041957814.0656680710.0731845610.121500879.86920188410.113152839.063379829
AA14704310.0657779310.388489248.4804602769.59390058310.32232469.3585933849.2515909547.969342929
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