Genes that are Up- or Down-Regulated During Differentiation of Human Embryonic Stem Cells

Information

  • Patent Application
  • 20090263835
  • Publication Number
    20090263835
  • Date Filed
    June 19, 2009
    15 years ago
  • Date Published
    October 22, 2009
    14 years ago
Abstract
Genes that are up- or down-regulated during differentiation provide important leverage by which to characterize and manipulate early-stage pluripotent stem cells. Over 35,000 unique transcripts have been amplified and sequenced from undifferentiated human embryonic stem cells, and three types of differentiated progeny. Statistical analysis of the assembled transcripts identified genes that alter expression levels as differentiation proceeds. The expression profile provides a marker system that has been used to identify particular culture components for maintaining the undifferentiated phenotype. The gene products can also be used to promote differentiation; to assess other relatively undifferentiated cells (such as cancer cells); to control gene expression; or to separate cells having desirable characteristics. Manipulation of particular genes can be used to forestall or focus the differentiation process, en route to producing a specialized homogenous cell population suitable for human therapy.
Description
TECHNICAL FIELD

This invention relates generally to the field of cell biology of stem cells. More specifically, it relates to phenotypic markers that can be used to characterize, qualify, and control differentiation of pluripotent cells, and to evaluate clinical conditions associated with marker expression.


BACKGROUND

A promising development in the field of regenerative medicine has been the isolation and propagation of human stem cells from the early embryo. These cells have two very special properties: First, unlike other normal mammalian cell types, they can be propagated in culture almost indefinitely, providing a virtually unlimited supply. Second, they can be used to generate a variety of tissue types of interest as a source of replacement cells and tissues for use in therapy.


Thomson et al. (Science 282:114, 1998; U.S. Pat. No. 6,200,806) were the first to successfully isolate and propagate embryonic stem cells from human blastocysts. Gearhart and coworkers derived human embryonic germ cell lines from fetal gonadal tissue (Shamblott et al., Proc. Natl. Acad. Sci. USA 95:13726, 1998;U.S. Pat. No. 6,090,622).


International Patent Publication WO 99/20741 (Geron Corp.) describes methods and materials for the growth of primate-derived primordial stem cells. International Patent Publication WO 01/51616 (Geron Corp.) provides techniques for growth and differentiation of human pluripotent stem cells. An article by Xu et al. (Nature Biotechnology 19:971, 2001) describes feeder-free growth of undifferentiated human embryonic stem cells. Lebkowski et al. (Cancer J. 7 Suppl. 2:S83, 2001) discuss the culture, differentiation, and genetic modification of human embryonic stem cell for regenerative medicine applications. These publications report exemplary culture methods for propagating human embryonic stem cells in an undifferentiated state, and their use in preparing cells for human therapy.


Markers for identifying undifferentiated pluripotent stem cells include SSEA-4, Tra-1-60, and Tra-1-81 (Thomson et al. and Gearhart et al., supra). They also express human telomerase reverse transcriptase, and the POU transcription factor Oct 3/4 (WO 01/51616; Amit et al., Dev. Biol. 227:271, 2000; Xu et al., supra).


Loring et al. (Restor. Neurol. Neurosci. 18:81, 2001) review gene expression profiles of embryonic stem cells and ES-derived neurons. Pesce et al. (Bioessays 20:722, 1998) comment on the potential role of transcription factor Oct-4 in the totipotent germ-line cycle of mice. Gajovic et al. (Exp. Cell Res. 242:138, 1998) report that genes expressed after retinoic acid-mediated differentiation of embryoid bodies are likely to be expressed during embryo development. Zur Nieden et al. (Toxicol. in Vitro 15:455, 2001) propose certain molecular markers for embryonic stem cells. Henderson et al. (Stem Cells 20:329, 2002) report that pre-implantation human embryos and ES cells have comparable expression of SSEAs. Tanaka et al. (Genome Res. 12:1921, 2002) profile gene expression in mouse ES cells to identify candidate genes associated with pluripotency and lineage specificity. Draper et al. (J. Anat. 299:249, 2002) review change of surface antigens of human embryonic stem cells upon differentiation in culture.


Kelly et al. (Mol Reprod. Dev. 56:113, 2000) report DNA microarray analyses of genes regulated during the differentiation of embryonic stem cells. Woltjen et al. (Nucl. Acids Res. 28:E41, 2000) report retro-recombination screening of a mouse embryonic stem cell genomic library. Monk et al. (Oncogene 20:8085, 2001) list human embryonic genes re-expressed in cancer cells. Tanaka et al. (Genome Res. 12:1921, 2002) discuss gene expression profiling of embryo-derived stem cells, and candidate genes putatively associated with pluripotency and lineage specificity. Monk et al. report developmental genes identified by differential display (Reprod. Fertil. Dev. 13:51, 2001). Natale et al. (Reprod. 122:687, 2001) characterize bovine blastocyst gene expression patterns by differential display RT-PCR.


Fan et al. (Dev. Biol. 210:481, 1999) propose that forced expression of the homeobox-containing gene Pem blocks differentiation of embryonic stem cells. Abdel-Rahman et al. (Hum. Reprod. 10:2787, 1995) report the effect of expressing transcription regulating genes in human preimplantation embryos. Jackson et al. (J. Biol. Chem. 277:38683, 2002) describe the cloning and characterization of Ehox, a homeobox gene that reportedly plays a role in ES cell differentiation.


The following disclosure provides new markers and marker combinations that are effective means to identify, characterize, qualify, and control differentiation of pluripotent cells.


SUMMARY OF THE INVENTION

This invention identifies a number of genes that are up- or down-regulated during the course of differentiation of early-stage pluripotent stem cells obtained from primates, exemplified by human embryonic stem cells. As a consequence, the genes are differentially expressed in undifferentiated versus differentiated cells. This property confers special benefit on these genes for identification, characterization, culturing, differentiation, and manipulation of stem cells and their progeny, and other cells that express the same markers.


One aspect of this invention is a system for assessing a culture of undifferentiated primate pluripotent stem (pPS) cells or their progeny, in which expression of one or more of the identified markers listed in the disclosure is detected or measured. The level of expression can be measured in isolation or compared with any suitable standard, such as undifferentiated pPS cells maintained under specified conditions, progeny at a certain stage of differentiation, or stable end-stage differentiated cells, such as may be obtained from the ATCC. Depending on whether the marker(s) are up- or down-regulated during differentiation, presence of the markers is correlated with the presence or proportion of undifferentiated or differentiated cells in the population.


An exemplary (non-limiting) combination suitable for qualifying cultures of undifferentiated pPS cells is a marker selected from the list of Cripto, gastrin-releasing peptide (GRP) receptor, and podocalyxin-like protein, in combination with either hTERT and/or Oct 3/4 (POU domain, class 5 transcription factor), or a second marker from the list. Additional markers can also be measured as desired. Markers can be detected at the mRNA level by PCR amplification, at the protein or enzyme product level by antibody assay, or by any suitable technique.


The marker system of this invention can be used for quantifying the proportion of undifferentiated pPS cells or differentiated cells in the culture; for assessing the ability of a culture system or component thereof (such as a soluble factor, culture medium, or feeder cell) to maintain pPS cells in an undifferentiated state; for assessing the ability of a culture system or component thereof to cause differentiation of pPS cells into a culture of lineage-restricted precursor cells or terminally differentiated cells; or for any other worthwhile purpose. This invention includes kits and the use of specific reagents in order to measure the expression of the markers whenever appropriate.


This invention also provides a system assessing the growth characteristics of a cell population by detecting or measuring expression of one or more of the differentially expressed marker genes identified in this disclosure. This can be applied not only to various types of pPS cells and progenitor cells in various stages of differentiation, but also to clinical samples from a disease condition associated with abnormal cell growth. Renewed expression of markers of a relatively undifferentiated phenotype may be diagnostic of disease conditions such as cancer, and can serve as a means by which to target therapeutic agents to the disease site.


The marker system can also be used to regulate gene expression. Transcriptional control elements for the markers will cause an operatively linked encoding region to be expressed preferentially in undifferentiated or differentiated cells. For example, the encoding sequence can be a reporter gene (such as a gene that causes the cells to emit fluorescence), a positive selection marker (such as a drug resistance gene), or a negative selection marker. Vector constructs comprising recombinant elements linked in this fashion can be used to positively select or deplete undifferentiated, differentiated, or cancerous cells from a mixed population or in vivo, depending on the nature of the effector gene and whether transcription is up- or down-regulated during differentiation. They can also be used to monitor culture conditions of pPS cells, differentiation conditions, or for drug screening.


The marker system of this invention can also be used to sort differentiated cells from less differentiated cells. The marker can be used directly for cell separation by adsorption using an antibody or lectin, or by fluorescence activated cell sorting. Alternatively, these separation techniques can be effected using a transcription promoter from the marker gene in a promoter-reporter construct.


The marker system of this invention can be used to map differentiation pathways or influence differentiation. Markers suited for this purpose may act as transcription regulators, or encode products that enhance cell interaction in some fashion. pPS cells or their differentiated progeny are genetically altered to increase expression of one or more of the identified genes using a transgene, or to decrease expression, for example, using an antisense or siRNA construct. Alternatively, gene products involved in cell interaction or signaling can be added directly to the culture medium. The effect of this can be to help maintain the transfected cell in the undifferentiated state, promote differentiation in general, or direct differentiation down a particular pathway.


Another aspect of the invention are methods for identifying these and other genes that are up- or down-regulated upon differentiation of any cell type. The methods involve comparing expression libraries obtained from the cells before and after differentiation, by sequencing transcripts in each of the libraries, and identifying genes that have statistically significant differences in the relative number of transcripts (as a percentage of transcripts in each library) at a confidence level of 67%, 95%, or 98%. The method can be enhanced by creating assemblies in which different sequences are counted for the same transcript if they are known to correspond to a single transcript according to previously compiled data.


Amongst the differentially expressed markers identified in this disclosure are 39 nucleotide sequences which are not present in their entirety in the UniGene database. These are listed in this disclosure as SEQ. ID NOs:101 to 139. This invention includes novel nucleic acids consisting of or containing any of these sequences or the complementary sequences, and novel fragments thereof. This invention also includes novel polypeptides encoded in these sequences (made either by expressing the nucleic acid or by peptide synthesis), antibodies specific for the polypeptides (made by conventional techniques or through a commercial service), and use of these nucleic acids, peptides, and antibodies for any industrial application.


Also embodied in this invention are culture conditions and other cell manipulations identified using the marker system of this invention that are suitable for maintaining or proliferating pPS cells without allowing differentiation, or causing them to differentiate in a certain fashion. Culture conditions tested and validated according to this invention are illustrated in the example section.


Other embodiments of the invention will be apparent from the description that follows.





DRAWINGS


FIG. 1 shows the profile of genes preferentially expressed in undifferentiated pluripotent stem cells, upon preliminary differentiation of the cells by culturing in retinoic acid or DMSO. Level of gene expression at the mRNA level was measured by real-time PCR assay. Any of the genes showing substantial down-regulation upon differentiation can be used to characterize the undifferentiated cell population, and culture methods suitable for maintaining them in an undifferentiated state.



FIG. 2 shows the level of expression of five genes in hES cells, compared with fully differentiated cells. This five-marker panel provides robust qualification of the undifferentiated phenotype.



FIG. 3 show results of an experiment in which hES cells of the H1 line were maintained for multiple passages in different media. Medium conditioned with feeder cells provides factors effective to allow hES cells to proliferate in culture without differentiating. However, culturing in unconditioned medium leads to decreased percentage of cells expressing CD9, and the classic hES cell marker SSEA-4.



FIG. 4 illustrates the sensitivity of hTERT, Oct 3/4, Cripto, GRP receptor, and podocalyxin-like protein (measured by real-time PCR) as a means of determining the degree of differentiation of the cells. After multiple passages in unconditioned medium, all five markers show expression that has been downregulated by 10 to 104-fold.



FIG. 5 shows results of an experiment in which the hES cell line H1 was grown on different feeder cell lines: mEF=mouse embryonic fibroblasts; hMSC=human mesenchymal stem cells; UtSMC=uterine smooth muscle cells; WI-38=human lung fibroblasts. As monitored using Cripto, the hMSC is suitable for use as feeder cells to promote hES cell proliferation without differentiation.



FIG. 6 shows results of an experiment in which different media were tested for their ability to promote growth of hES cells without proliferation. The test media were not preconditioned, but supplemented with 8-40 ng/mL bFGF, with or without stem cell factor, Flt3 ligand, or LIF. Effective combinations of factors (Conditions 4 to 8) were identified by following the undifferentiated phenotype using the markers of this invention. Alterations in expression profiles were temporary and reversible, showing that the cells are still undifferentiated.





DETAILED DESCRIPTION

The propensity of pluripotent stem cells to differentiate spontaneously has made it challenging for investigators to work with these cells. Consistent cultures of undifferentiated stem cells are required to compare results obtained from multiple experiments performed within or between laboratories. Unfortunately, morphological characterization is subjective and especially difficult for cultures that often contain 10-20% differentiated cells. Nevertheless, having a set of standardized criteria will be important in qualifying these cells for use in clinical therapy.


The marker system identified in this disclosure provides the basis for establishing these standards. 148,453 different transcripts were amplified and sequenced from undifferentiated human embryonic stem cells, and three types of progeny. As a result of this sequencing effort, 532 genes were identified having substantially higher EST counts in undifferentiated cells, and 142 genes were identified having substantially higher EST counts after differentiation. Other differentially expressed genes were identified by microarray analysis of undifferentiated cells, compared with cells at the beginning of the differentiation process.


The system provided by this invention can be used not only to qualify populations of undifferentiated cells, but in other powerful ways of maintaining and manipulating cells described later in this disclosure. Culture systems have been identified and protocols have been developed to expand cultures of undifferentiated cells and produce commercially viable quantities of cells for use in research, drug screening, and regenerative medicine.


DEFINITIONS

“Pluripotent Stem cells” (pPS cells) are pluripotent cells that have the characteristic of being capable under appropriate conditions of producing progeny of several different cell types that are derivatives of all of the three germinal layers (endoderm, mesoderm, and ectoderm), according to a standard art-accepted test, such as the ability to form a teratoma in 8-12 week old SCID mice. The term includes both established lines of stem cells of various kinds, and cells obtained from primary tissue that are pluripotent in the manner described. For the purposes of this disclosure, the pPS cells are not embryonal carcinoma (EC) cells, and are not derived from a malignant source. It is desirable (but not always necessary) that the cells be euploid. Exemplary pPS cells are obtained from embryonic or fetal tissue at any time after fertilization.


“Human Embryonic Stem cells” (hES cells) are pluripotent stem cells derived from a human embryo in the blastocyst stage, or human pluripotent cells produced by artificial means (such as by nuclear transfer) that have equivalent characteristics. Exemplary derivation procedures and features are provided in a later section.


hES cell cultures are described as “undifferentiated” when a substantial proportion (at least 20%, and possibly over 50% or 80%) of stem cells and their derivatives in the population display morphological characteristics of undifferentiated cells, distinguishing them from differentiated cells of embryo or adult origin. It is understood that colonies of undifferentiated cells within the population will often be surrounded by neighboring cells that are differentiated. It is also understood that the proportion of cells displaying the undifferentiated phenotype will fluctuate as the cells proliferate and are passaged from one culture to another. Cells are recognized as proliferating in an undifferentiated state when they go through at least 4 passages and/or 8 population doublings while retaining at least about 50%, or the same proportion of cells bearing characteristic markers or morphological characteristics of undifferentiated cells.


A “differentiated cell” is a cell that has progressed down a developmental pathway, and includes lineage-committed progenitor cells and terminally differentiated cells.


“Feeder cells” or “feeders” are terms used to describe cells of one type that are co-cultured with cells of another type, to provide an environment in which the cells of the second type can grow. hES cell populations are said to be “essentially free” of feeder cells if the cells have been grown through at least one round after splitting in which fresh feeder cells are not added to support the growth of pPS cells.


The term “embryoid bodies” refers to aggregates of differentiated and undifferentiated cells that appear when pPS cells overgrow in monolayer cultures, or are maintained in suspension cultures. Embryoid bodies are a mixture of different cell types, typically from several germ layers, distinguishable by morphological criteria and cell markers detectable by immunocytochemistry.


A cell “marker” is any phenotypic feature of a cell that can be used to characterize it or discriminate it from other cell types. A marker of this invention may be a protein (including secreted, cell surface, or internal proteins; either synthesized or taken up by the cell); a nucleic acid (such as an mRNA, or enzymatically active nucleic acid molecule) or a polysaccharide. Included are determinants of any such cell components that are detectable by antibody, lectin, probe or nucleic acid amplification reaction that are specific for the cell type of interest. The markers can also be identified by a biochemical or enzyme assay that depend on the function of the gene product. Associated with each marker is the gene that encodes the transcript, and the events that lead to marker expression.


The terms “polynucleotide” and “nucleic acid” refer to a polymeric form of nucleotides of any length. Included are genes and gene fragments, mRNA, cDNA, plasmids, viral and non-viral vectors and particles, nucleic acid probes, amplification primers, and their chemical equivalents. As used in this disclosure, the term polynucleotide refers interchangeably to double- and single-stranded molecules. Unless otherwise specified, any embodiment of the invention that is a polynucleotide encompasses both a double-stranded form, and each of the two complementary single-stranded forms known or predicted to make up the double-stranded form.


A cell is said to be “genetically altered” or “transfected” when a polynucleotide has been transferred into the cell by any suitable means of artificial manipulation, or where the cell is a progeny of the originally altered cell that has inherited the polynucleotide.


A “control element” or “control sequence” is a nucleotide sequence involved in an interaction of molecules that contributes to the functional regulation of a polynucleotide, including replication, duplication, transcription, splicing, translation, or degradation of the polynucleotide. “Operatively linked” refers to an operative relationship between genetic elements, in which the function of one element influences the function of another element. For example, an expressible encoding sequence may be operatively linked to a promoter that drives gene transcription.


The term “antibody” as used in this disclosure refers to both polyclonal and monoclonal antibody. The ambit of the term deliberately encompasses not only intact immunoglobulin molecules, but also such fragments and derivatives of immunoglobulin molecules that retain a desired binding specificity.


General Techniques

Methods in molecular genetics and genetic engineering are described generally in the current editions of Molecular Cloning: A Laboratory Manual, (Sambrook et al.); Oligonucleotide Synthesis (M. J. Gait, ed.); Animal Cell Culture (R. I. Freshney, ed.); Gene Transfer Vectors for Mammalian Cells (Miller & Calos, eds.); Current Protocols in Molecular Biology and Short Protocols in Molecular Biology, 3rd Edition (F. M. Ausubel et al., eds.); and Recombinant DNA Methodology (R. Wu ed., Academic Press). Antibody production is described in Basic Methods in Antibody Production and Characterization (Howard & Bethell eds., CRC Press, 2000).


A survey of relevant techniques is provided in such standard texts as DNA Sequencing (A. E. Barron, John Wiley, 2002), and DNA Microarrays and Gene Expression (P. Baldi et al., Cambridge U. Press, 2002). For a description of the molecular biology of cancer, the reader is referred to Principles of Molecular Oncology (M. H. Bronchud et al. eds., Humana Press, 2000); The Biological Basis of Cancer (R. G. McKinnel et al. eds., Cambridge University Press, 1998); and Molecular Genetics of Cancer (J. K. Cowell ed., Bios Scientific Publishers, 1999).


Sources of Stem Cells

This invention is based on observations made with established lines of hES cells. The markers are suitable for identifying, characterizing, and manipulating related types of undifferentiated pluripotent cells. They are also suitable for use with pluripotent cells obtained from primary embryonic tissue, without first establishing an undifferentiated cell line. It is contemplated that the markers described in this application will in general be useful for other types of pluripotent cells, including embryonic germ cells (U.S. Pat. Nos. 6,090,622 and 6,251,671), and ES and EG cells from other mammalian species, such as non-human primates.


Embryonic Stem Cells

Embryonic stem cells can be isolated from blastocysts of members of primate species (U.S. Pat. No. 5,843,780; Thomson et al., Proc. Natl. Acad. Sci. USA 92:7844, 1995). Human embryonic stem (hES) cells can be prepared from human blastocyst cells using the techniques described by Thomson et al. (U.S. Pat. No. 6,200,806; Science 282:1145, 1998; Curr. Top. Dev. Biol. 38:133 ff., 1998) and Reubinoff et al, Nature Biotech. 18:399, 2000. Equivalent cell types to hES cells include their pluripotent derivatives, such as primitive ectoderm-like (EPL) cells, outlined in WO 01/51610 (Bresagen).


hES cells can be obtained from human preimplantation embryos. Alternatively, in vitro fertilized (IVF) embryos can be used, or one-cell human embryos can be expanded to the blastocyst stage (Bongso et al., Hum Reprod 4: 706, 1989). Embryos are cultured to the blastocyst stage in G1.2 and G2.2 medium (Gardner et al., Fertil. Steril. 69:84, 1998). The zona pellucida is removed from developed blastocysts by brief exposure to pronase (Sigma). The inner cell masses are isolated by immunosurgery, in which blastocysts are exposed to a 1:50 dilution of rabbit anti-human spleen cell antiserum for 30 min, then washed for 5 min three times in DMEM, and exposed to a 1:5 dilution of Guinea pig complement (Gibco) for 3 min (Solter et al., Proc. Natl. Acad. Sci. USA 72:5099, 1975). After two further washes in DMEM, lysed trophectoderm cells are removed from the intact inner cell mass (ICM) by gentle pipetting, and the ICM plated on mEF feeder layers.


After 9 to 15 days, inner cell mass derived outgrowths are dissociated into clumps, either by exposure to calcium and magnesium-free phosphate-buffered saline (PBS) with 1 mM EDTA, by exposure to dispase or trypsin, or by mechanical dissociation with a micropipette; and then replated on mEF in fresh medium. Growing colonies having undifferentiated morphology are individually selected by micropipette, mechanically dissociated into clumps, and replated. ES-like morphology is characterized as compact colonies with apparently high nucleus to cytoplasm ratio and prominent nucleoli. Resulting ES cells are then routinely split every 1-2 weeks by brief trypsinization, exposure to Dulbecco's PBS (containing 2 mM EDTA), exposure to type IV collagenase (˜200 U/mL; Gibco) or by selection of individual colonies by micropipette. Clump sizes of about 50 to 100 cells are optimal.


Propagation of pPS Cells in an Undifferentiated State

pPS cells can be propagated continuously in culture, using culture conditions that promote proliferation without promoting differentiation. Exemplary serum-containing ES medium is made with 80% DMEM (such as Knock-Out DMEM, Gibco), 20% of either defined fetal bovine serum (FBS, Hyclone) or serum replacement (US 20020076747 A1, Life Technologies Inc.), 1% non-essential amino acids, 1 mM L-glutamine, and 0.1 mM β-mercaptoethanol. Just before use, human bFGF is added to 4 ng/mL (WO 99/20741, Geron Corp.).


Traditionally, ES cells are cultured on a layer of feeder cells, typically fibroblasts derived from embryonic or fetal tissue. Embryos are harvested from a CF1 mouse at 13 days of pregnancy, transferred to 2 mL trypsin/EDTA, finely minced, and incubated 5 min at 37° C. 10% FBS is added, debris is allowed to settle, and the cells are propagated in 90% DMEM, 10% FBS, and 2 mM glutamine. To prepare a feeder cell layer, cells are irradiated to inhibit proliferation but permit synthesis of factors that support ES cells (˜4000 rads γ-irradiation). Culture plates are coated with 0.5% gelatin overnight, plated with 375,000 irradiated mEFs per well, and used 5 h to 4 days after plating. The medium is replaced with fresh hES medium just before seeding pPS cells.


Scientists at Geron have discovered that pPS cells can be maintained in an undifferentiated state even without feeder cells. The environment for feeder-free cultures includes a suitable culture substrate, particularly an extracellular matrix such as Matrigel® or laminin. The pPS cells are plated at >15,000 cells cm−2 (optimally 90,000 cm−2 to 170,000 cm−2). Typically, enzymatic digestion is halted before cells become completely dispersed (say, ˜5 min with collagenase IV). Clumps of ˜10 to 2,000 cells are then plated directly onto the substrate without further dispersal. Alternatively, the cells can be harvested without enzymes before the plate reaches confluence by incubating ˜5 min in a solution of 0.5 mM EDTA in PBS. After washing from the culture vessel, the cells are plated into a new culture without further dispersal. In a further illustration, confluent human embryonic stem cells cultured in the absence of feeders are removed from the plates by incubating with a solution of 0.05% (wt/vol) trypsin (Gibco) and 0.053 mM EDTA for 5-15 min at 37° C. The remaining cells in the plate are removed and the cells are triturated into a suspension comprising single cells and small clusters, and then plated at densities of 50,000-200,000 cells cm−2 to promote survival and limit differentiation.


Feeder-free cultures are supported by a nutrient medium containing factors that support proliferation of the cells without differentiation. Such factors may be introduced into the medium by culturing the medium with cells secreting such factors, such as irradiated (˜4,000 rad) primary mouse embryonic fibroblasts, telomerized mouse fibroblasts, or fibroblast-like cells derived from pPS cells. Medium can be conditioned by plating the feeders at a density of ˜5-6×104 cm−2 in a serum free medium such as KO DMEM supplemented with 20% serum replacement and 4 ng/mL bFGF. Medium that has been conditioned for 1-2 days is supplemented with further bFGF, and used to support pPS cell culture for 1-2 days. Alternatively or in addition, other factors can be added that help support proliferation without differentiation, such as ligands for the FGF-2 or FGF-4 receptor, ligands for c-kit (such as stem cell factor), ligands for receptors associated with gp130, insulin, transferrin, lipids, cholesterol, nucleosides, pyruvate, and a reducing agent such as β-mercaptoethanol. Aspects of the feeder-free culture method are further discussed in International Patent Publications WO 99/20741, WO 01/51616; Xu et al., Nat. Biotechnol. 19:971, 2001; and PCT application PCT/US02/28200. Exemplary culture conditions tested and validated using the marker system of this invention are provided below in Example 6.


Under the microscope, ES cells appear with high nuclear/cytoplasmic ratios, prominent nucleoli, and compact colony formation with poorly discernable cell junctions. Conventional markers for hES cells are stage-specific embryonic antigen (SSEA) 3 and 4, and markers detectable using antibodies Tra-1-60 and Tra-1-81 (Thomson et al., Science 282:1145, 1998). Differentiation of pPS cells in vitro results in the loss of SSEA-4, Tra-1-60, and Tra-1-81 expression, and increased expression of SSEA-1.


Markers of Undifferentiated pPS Cells and their Differentiated Progeny


The tables and description provided later in this disclosure provide markers that distinguish undifferentiated pPS cells from their differentiated progeny.


Expression libraries were made from ES cells (WO 01/51616), embryoid bodies (WO 01/51616), and cells differentiated towards the hepatocyte (WO 01/81549) or neural cell (WO 01/88104) lineage. mRNA was reverse transcribed and amplified, producing expressed sequence tags (ESTs) occurring in frequency proportional to the level of expression in the cell type being analyzed. The ESTs were subjected to automatic sequencing, and counted according to the corresponding unique (non-redundant) transcript. A total of 148,453 non-redundant transcripts were represented in each of the 4 libraries. Genes were then identified as having a differential expression pattern if the number of EST counts of the transcript was statistically different between the libraries being compared.


In a parallel set of experiments, mRNA from each of the cell types was analyzed for binding to a broad-specificity EST-based microarray, performed according to the method described in WO 01/51616. Genes were identified as having a differential expression pattern if they showed a comparatively different signal on the microarray.


Significant expression differences determined by EST sequencing, microarray analysis, or other observations were confirmed by real-time PCR analysis. The mRNA was amplified by PCR using specific forward and reverse primers designed from the GenBank sequence, and the amplification product was detected using labeled sequence-specific probes. The number of amplification cycles required to reach a threshold amount was then compared between different libraries.


Distinguishing markers fall into several categories. Those of particular interest include the following:

    • Markers characteristically expressed at a higher level in undifferentiated pPS cells than any of the differentiated cells, indicating down-regulation during differentiation. The gene products may be involved in maintaining the undifferentiated phenotype.
    • Markers characteristically expressed at a higher level in the three differentiated cell types than in the undifferentiated cells, indicating up-regulation during differentiation. The gene products may be involved in the general differentiation process.
    • Markers characteristically expressed at a higher level in one of the differentiated cell types. The encoded genes may be involved in differentiation down restricted lineages.


      Markers can also be classified according to the function of the gene product or its location in the cell. Where not already indicated, protein gene products can be predicted by referencing public information according to the GenBank accession number, or by translating the open reading frame after the translation start signal though the genetic code. Features of the markers listed can be determined by the descriptors give in the tables below, or by using the accession number or sequence data to reference public information. Marker groups of particular interest include the following:
    • Secreted proteins—of interest, for example, because they can be detected by immunoassay of the culture supernatant, and may transmit signals to neighboring cells. Secreted proteins typically have an N-terminal signal peptides, and may have glycosylation sites.
    • Surface membrane proteins—of interest, for example, because they can be used for cell-surface labeling and affinity separation, or because they act as receptors for signal transduction. They may have glycosylation sites and a membrane spanning region. A Markov model for predicting transmembrane protein topology is described by Krogh et al., J. Mol Biol. 305:567, 2001.
    • Enzymes with relevant function. For example, enzymes involved in protein synthesis and cleavage or in apoptosis may influence differentiation. Glycosyltransferases decorate the cell membrane with distinguishing carbohydrate epitopes that may play a role in cellular adhesion or localization.
    • Transcription regulatory factors—of interest for their potential to influence differentiation, as explained later in this disclosure. These factors sometimes have zinc fingers or other identifiable topological features involved in the binding or metabolism of nucleic acids.


      Through the course of this work, the key signaling pathways Wnt, Sonic hedgehog (Shh), and Notch emerged as regulators of growth of pPS cells. Interestingly, these pathways have also been shown to play a role in the growth of tumor cells of various kinds, and in embryonic development of lower species.


Now that genes have been identified that are up-regulated or down-regulated upon differentiation, a number of commercial applications of these markers will be apparent to the skilled reader. The sections that follow provide non-limiting illustrations of how some of these embodiments can be implemented.


Use of Cell Markers to Characterize pPS Cells and their Differentiated Progeny


The markers provided in this disclosure can be used as a means to identify both undifferentiated and differentiated cells—either a population as a whole, or as individual cells within a population. This can be used to evaluate the expansion or maintenance of pre-existing cell populations, or to characterize the pluripotent nature (or lineage commitment) of newly obtained populations.


Expression of single markers in a test cell will provide evidence of undifferentiated or differentiated phenotype, according to the expression pattern listed later in this disclosure. A plurality of markers (such as any 2, 3, 4, 5, 6, 8, 10, 12, 15, or 20 markers from Tables 2-3 or 5-9) will provide a more detailed assessment of the characteristics of the cell. Expression of genes that are down-regulated and/or lack of expression of genes that are up-regulated upon differentiation correlates with a differentiated phenotype. Expression of genes that are up-regulated and/or lack of expression of genes that are down-regulated upon differentiation correlates with an undifferentiated phenotype. The markers newly identified in this disclosure may be analyzed together (with or without markers that were previously known) in any combination effective for characterizing the cell status or phenotype.


Tissue-specific markers can be detected using any suitable immunological technique—such as flow cytochemistry for cell-surface markers, or immunocytochemistry (for example, of fixed cells or tissue sections) for intracellular or cell-surface markers. Expression of a cell-surface antigen is defined as positive if a significantly detectable amount of antibody will bind to the antigen in a standard immunocytochemistry or flow cytometry assay, optionally after fixation of the cells, and optionally using a labeled secondary antibody or other conjugate to amplify labeling.


The expression of tissue-specific gene products can also be detected at the mRNA level by Northern blot analysis, dot-blot hybridization analysis, or by reverse transcriptase initiated polymerase chain reaction (RT-PCR) using sequence-specific primers in standard amplification methods. See U.S. Pat. No. 5,843,780 for further details. Sequence data for particular markers listed in this disclosure can be obtained from public databases such as GenBank.


These and other suitable assay systems are described in standard reference texts, such as the following: PCR Cloning Protocols, 2nd Ed (James & Chen eds., Humana Press, 2002); Rapid Cycle Real-Time PCR: Methods and Applications (C. Wittwer et al. eds., Springer-Verlag NY, 2002); Immunoassays: A Practical Approach (James Gosling ed., Oxford Univ Press, 2000); Cytometric Analysis of Cell Phenotype and Function (McCarthy et al. eds., Cambridge Univ Press, 2001). Reagents for conducting these assays, such as nucleotide probes or primers, or specific antibody, can be packaged in kit form, optionally with instructions for the use of the reagents in the characterization or monitoring of pPS cells, or their differentiated progeny.


Use of Cell Markers for Clinical Diagnosis

Stem cells regulate their own replenishment and serve as a source of cells that can differentiate into defined cell lineages. Cancer cells also have the ability to self-renew, but lack of regulation results in uncontrolled cellular proliferation. Three key signaling pathways, Wnt, Sonic hedgehog (Shh), and Notch, are known growth regulators of tumor cells. The genomics data provided in this disclosure indicate that all three of these pathways are active in hES cells.


It is a hypothesis of this invention that many of the markers discovered to be more highly expressed in undifferentiated pPS cells can also be up-regulated upon dedifferentiation of cells upon malignant transformation. Accordingly, this disclosure provides a system for evaluating clinical conditions associated with abnormal cell growth, such as hyperplasia or cancers of various kinds. Markers meeting the desired criteria include those contained in Tables 2, 5, 7 and 9.


Expression of each marker of interest is determined at the mRNA or protein level using a suitable assay system such as those described earlier; and then the expression is correlated with the clinical condition that the patient is suspected of having. As before, combinations of multiple markers may be more effective in doing the assessment. Presence of a particular marker may also provide a means by which a toxic agent or other therapeutic drug may be targeted to the disease site.


In a similar fashion, the markers of this invention can be used to evaluate a human or non-human subject who has been treated with a cell population or tissue generated by differentiating pPS cells. A histological sample taken at or near the site of administration, or a site to which the cells would be expected to migrate, could be harvested at a time subsequent to treatment, and then assayed to assess whether any of the administered cells had reverted to the undifferentiated phenotype. Reagents for conducting diagnostic tests, such as nucleotide probes or primers, or specific antibody, can be packaged in kit form, optionally with instructions for the use of the reagents in the determination of a disease condition.


Use of Cell Markers to Assess and Manipulate Culture Conditions

The markers and marker combinations of this invention provide a system for monitoring undifferentiated pPS cells and their differentiated progeny in culture. This system can be used as a quality control, to compare the characteristics of undifferentiated pPS cells between different passages or different batches. It can also be used to assess a change in culture conditions, to determine the effect of the change on the undifferentiated cell phenotype.


Where the object is to produce undifferentiated cells, a decrease in the level of expression of an undifferentiated marker because of the alteration by 3-, 10-, 25-, 100- and 1000-fold is progressively less preferred. Corresponding increases in marker expression may be more beneficial. Moderate decreases in marker expression may be quite acceptable within certain boundaries, if the cells retain their ability to form progeny of all three germ layers is retained, and/or the level of the undifferentiated marker is relatively restored when culture conditions are returned to normal.


In this manner, the markers of this invention can be used to evaluate different feeder cells, extracellular matrixes, base media, additives to the media, culture vessels, or other features of the culture as illustrated in WO 99/20741 and PCT application PCT/US02/28200. Illustrations of this technique are provided below in Example 6 (FIGS. 3 to 6).


In a similar fashion, the markers of this invention can also be used to monitor and optimize conditions for differentiating cells. Improved differentiation procedures will lead to higher or more rapid expression of markers for the differentiated phenotype, and/or lower or more rapid decrease in expression of markers for the undifferentiated phenotype.


Use of Cell Markers to Regulate Gene Expression

Differential expression of the markers listed in this disclosure indicates that each marker is controlled by a transcriptional regulatory element (such as a promoter) that is tissue specific, causing higher levels of expression in undifferentiated cells compared with differentiated cells, or vice versa. When the corresponding transcriptional regulatory element is combined with a heterologous encoding region to drive expression of the encoding region, then the expression pattern in different cell types will mimic that of the marker gene.


Minimum promoter sequences of many of the genes listed in this disclosure are known and further described elsewhere. Where a promoter has not been fully characterized, specific transcription can usually be driven by taking the 500 base pairs immediately upstream of the translation start signal for the marker in the corresponding genomic clone.


To express a heterologous encoding region according to this embodiment of the invention, a recombinant vector is constructed in which the specific promoter of interest is operatively linked to the encoding region in such a manner that it drives transcription of the encoding region upon transfection into a suitable host cell. Suitable vector systems for transient expression include those based on adenovirus and certain types of plasmids. Vectors for long-term expression include those based on plasmid lipofection or electroporation, episomal vectors, retrovirus, and lentivirus.


One application of tissue-specific promoters is expression of a reporter gene. Suitable reporters include fluorescence markers such as green fluorescent protein, luciferase, or enzymatic markers such as alkaline phosphatase and β-galactosidase. Other reporters such as a blood group glycosyltransferase (WO 02/074935), or Invitrogen's pDisplay™, create a cell surface epitope that can be counterstained with labeled specific antibody or lectin. pPS cells labeled with reporters can be used to follow the differentiation process directly, the presence or absence of the reporter correlating with the undifferentiated or differentiated phenotype, depending on the specificity of the promoter. This in turn can be used to follow or optimize culture conditions for undifferentiated pPS cells, or differentiation protocols. Alternatively, cells containing promoter-reporter constructs can be used for drug screening, in which a test compound is combined with the cell, and expression or suppression of the promoter is correlated with an effect attributable to the compound.


Another application of tissue-specific promoters is expression of a positive or negative drug selection marker. Antibiotic resistance genes such as neomycin phosphotransferase, expressed under control of a tissue-specific promoter, can be used to positively select for undifferentiated or differentiated cells in a medium containing the corresponding drug (geneticin), by choosing a promoter with the appropriate specificity. Toxin genes, genes that mediate apoptosis, or genes that convert a prodrug into a toxic compound (such as thymidine kinase) can be used to negatively select against contaminating undifferentiated or differentiated cells in a population of the opposite phenotype (WO 02/42445; GB 2374076).


Promoters specific for the undifferentiated cell phenotype can also be used as a means for targeting cancer cells—using the promoter to drive expression of a gene that is toxic to the cell (WO 98/14593, WO 02/42468), or to drive a replication gene in a viral vector (WO 00/46355). For example, an adenoviral vector in which the GRPR promoter (AY032865) drives the E1a gene should specifically lyse cancer cells in the manner described in Majumdar et al., Gene Ther. 8:568, 2001. Multiple promoters for the undifferentiated phenotype can be linked for improved cancer specificity (U.S. Ser. No. 10/206,447).


Other useful applications of tissue-specific promoters of this invention will come readily to the mind of the skilled reader.


Use of Markers for Cell Separation or Purification

Differentially expressed markers provided in this disclosure are also a means by which mixed cell populations can be separated into populations that are more homogeneous. This can be accomplished directly by selecting a marker of the undifferentiated or differentiated phenotype, which is itself expressed on the cell surface, or otherwise causes expression of a unique cell-surface epitope. The epitope is then used as a handle by which the marked cells can be physically separated from the unmarked cells. For example, marked cells can be aggregated or adsorbed to a solid support using an antibody or lectin that is specific for the epitope. Alternatively, the marker can be used to attach a fluorescently labeled antibody or lectin, and then the cell suspension can be subject to fluorescence-activated cell sorting.


An alternative approach is to take a tissue-specific promoter chosen based on its expression pattern (as described in the last section), and use it to drive transcription of a gene suitable for separating the cells. In this way, the marker from which the promoter is chosen need not itself be a cell surface protein. For example, the promoter can drive expression of a fluorescent gene, such as GFP, and then cells having the marked phenotype can be separated by FACS. In another example, the promoter drives expression of a heterologous gene that causes expression of a cell-surface epitope. The epitope is then used for adsorption-based separation, or to attach a fluorescent label, as already described.


Use of Cell Markers to Influence Differentiation

In another embodiment of this invention, the differentially expressed genes of this invention are caused to increase or decrease their expression level, in order to either inhibit or promote the differentiation process. Suitable genes are those that are believed in the normal case of ontogeny to be active in maintaining the undifferentiated state, active in the general process of differentiation, or active in differentiation into particular cell lineages. Markers of interest for this application are the following:

    • Transcription factors and other elements that directly affect transcription of other genes, such as Forkhead box O1A (FOXO1A); Zic family member 3 (ZIC3); Hypothetical protein FLJ20582; Forkhead box H1 (FOXH1); Zinc finger protein, Hsal2; KRAB-zinc finger protein SZF1-1; Zinc finger protein of cerebellum ZIC2; and Coup transcription factor 2 (COUP-TF2). Other candidates include those marked in Tables 5 and 6 with the symbol “”, and other factors with zinc fingers or nucleic acid binding activity.
    • Genes that influence cell interaction, such as those that encode adhesion molecules, and enzymes that make substrates for adhesion molecules
    • Genes encoding soluble factors that transmit signals within or between cells, and specific receptors that recognize them and are involved in signal transduction.


      One way of manipulating gene expression is to induce a transient or stable genetic alteration in the cells using a suitable vector, such as those already listed. Scientists at Geron Corp. have determined that the following constitutive promoters are effective in undifferentiated hES cells: for transient expression CMV, SV40, EF1α, UbC, and PGK; for stable expression, SV40, EF1α, UbC, MND and PGK. Expressing a gene associated with the undifferentiated phenotype may assist the cells to stay undifferentiated in the absence of some of the elements usually required in the culture environment. Expressing a gene associated with the differentiated phenotype may promote early differentiation, and/or initiate a cascade of events beneficial for obtaining a desired cell population. Maintaining or causing expression of a gene of either type early in the differentiation process may in some instances help guide differentiation down a particular pathway.


Another way of manipulating gene expression is to alter transcription from the endogenous gene. One means of accomplishing this is to introduce factors that specifically influence transcription through the endogenous promoter. Another means suitable for down-regulating expression at the protein level is to genetically alter the cells with a nucleic acid that removes the mRNA or otherwise inhibits translation (for example, a hybridizing antisense molecule, ribozyme, or small interfering RNA). Dominant-negative mutants of the target factor can reduce the functional effect of the gene product. Targeting a particular factor associated with the undifferentiated phenotype in this fashion can be used to promote differentiation. In some instances, this can lead to de-repression of genes associated with a particular cell type.


Where the gene product is a soluble protein or peptide that influences cell interaction or signal transduction (for example, cytokines like osteopontin and Cripto), then it may be possible to affect differentiation simply by adding the product to the cells—in either recombinant or synthetic form, or purified from natural sources. Products that maintain the undifferentiated phenotype can then be withdrawn from the culture medium to initiate differentiation; and products that promote differentiation can be withdrawn once the process is complete.


Since differentiation is a multi-step process, changing the level of gene product on a permanent basis may cause multiple effects. In some instances, it may be advantageous to affect gene expression in a temporary fashion at each sequential step in the pathway, in case the same factor plays different effects at different steps of differentiation. For example, function of transcription factors can be evaluated by changing expression of individual genes, or by invoking a high throughput analysis, using cDNAs obtained from a suitable library such as exemplified in Example 1. Cells that undergo an alteration of interest can be cloned and pulled from multi-well plates, and the responsible gene identified by PCR amplification.


The effect of up- or down-regulating expression of a particular gene can be determined by evaluating the cell for morphological characteristics, and the expression of other characteristic markers. Besides the markers listed later in this disclosure, the reader may want to follow the effect on particular cell types, using markers for later-stage or terminally differentiated cells. Tissue-specific markers suitable for this purpose are listed in WO 01/81549 (hepatocytes), WO 01/88104 (neural cells), PCT/US02/20998 (osteoblasts and mesenchymal cells), PCT/US02/22245 (cardiomyocytes), PCT/US02/39091 (hematopoietic cells), PCT/US02/39089 (islet cells), and PCT/US02/39090 (chondrocytes). Such markers can be analyzed by PCR amplification, fluorescence labeling, or immunocytochemistry, as already described. Promoter-reporter constructs based on the same markers can facilitate analysis when expression is being altered in a high throughput protocol.


The examples that follow are provided for further illustration, and are not meant to limit the claimed invention.


EXAMPLES
Example 1
An EST Database of Undifferentiated hES Cells and their Differentiated Progeny

cDNA libraries were prepared from human embryonic stem (hES) cells cultured in undifferentiated form. cDNA libraries were also prepared from progeny, subject to non-specific differentiation as embryoid bodies (EBs), or taken through the preliminary stages of established differentiation protocols for neurons (preNEU) or hepatocytes (preHEP).


The hES cell lines H1, H7, and H9 were maintained under feeder-free conditions. Cultures were passaged every 5-days by incubation in 1 mg/mL collagenase IV for 5-10 min at 37° C., dissociated and seeded in clumps at 2.5 to 10×105 cells/well onto Matrigel™-coated six well plates in conditioned medium supplemented with 8 mg/mL bFGF. cDNA libraries were made after culturing for 5 days after the last passage.


EBs were prepared as follows. Confluent plates of undifferentiated hES cells were treated briefly with collagenase IV, and scraped to obtain small clusters of cells. Cell clusters were resuspended in 4 mL/well differentiation medium (KO DMEM containing 20% fetal bovine serum in place of 20% SR, and not preconditioned) on low adhesion 6-well plates (Costar). After 4 days in suspension, the contents of each well was transferred to individual wells pre-coated with gelatin. Each well was re-fed with 3 mL fresh differentiation medium every two days after replating. Cells were used for the preparation of cytoplasmic RNA on the eighth day after plating.


PreHEP cells were prepared based on the hepatocyte differentiation protocol described in WO 01/81549. Confluent wells of undifferentiated cells were prepared, and medium was changed to KO DMEM plus 20% SR+1% DMSO. The medium was changed every 24 h, and cells were used for preparation of cytoplasmic RNA on day 5 of DMSO treatment.


PreNEU cells were prepared based on the neural differentiation protocol described in WO 01/88104. hES cells of the H7 line (p29) were used to generate EBs as described above except that 10 μM all-trans RA was included in the differentiation medium. After 4 days in suspension, EBs were transferred to culture plate precoated with poly-L-lysine and laminin. After plating, the medium was changed to EPFI medium. Cells were used for the preparation of cytoplasmic RNA after 3 days of growth in EPFI.


Partial 5′ end sequences (an expressed sequence tag, or EST) were determined by conventional means for independent clones derived from each cDNA library. Overlapping ESTs were assembled into conjoined sequences.









TABLE 1







Non-redundant EST sequences











Number



Library
of ESTs














hESC
37,081



EB
37,555



preHEP
35,611



preNEU
38,206



Total
148,453











All of the stem cell lines used for preparation of the expression libraries were originally isolated and initially propagated on mouse feeder cells. Accordingly, the libraries were analyzed to determine whether they were contaminated with murine retroviruses that had shed from the feeder cells and subsequently infected the stem cells. Three complete viral genomes were used in a BLAST search: Moloney murine leukemia virus, Friend murine leukemia virus, and murine type C retrovirus. No matches with a high score were found against any of the ESTs.


The sequences were then compared to the Unigene database of human genes. ESTs that were at least 98% identical, over a stretch of at least 150 nucleotides each, to a common reference sequence in Unigene, were assumed to be transcribed from the same gene, and placed into a common assembly. The complete set of 148,453 ESTs collapsed to a non-redundant set of 32,764 assemblies.


Example 2
Selection of Marker Genes Specific for Undifferentiated and Differentiated Cells

Candidate markers were selected from a database based on the imputed level of gene expression. The frequency of ESTs for any particular gene correlates with the abundance of that mRNA in the cells used to generate the cDNA library. Thus, a comparison of frequencies of ESTs among the libraries indicates the relative abundance of the associated mRNA in the different cell types.


Candidate molecular markers were selected from the expressed gene (EST) database from their greater abundance in undifferentiated hES cells, relative to differentiated hES cells. Genes were identified as having a differential expression pattern (being up- or down-regulated) during the differentiation process, if the count of ESTs sequenced in the undifferentiated cells was substantially different from the sum of ESTs in the three differentiated libraries.


Oct 3/4 (a POU domain-containing transcription factor) and telomerase reverse transcriptase (hTERT) are known to be expressed preferentially in undifferentiated hES cells (WO 01/51616). Other genes suitable for characterizing or manipulating the undifferentiated phenotype are those that are down-regulated upon differentiation with a significance of p≦0.05, as determined by the Fisher Exact Test (explained below). 193 genes were found to have 4-fold more ESTs in hES cells, relative to each of the three cell types. 532 genes were found that were 2-fold greater hES cells, with a confidence of over 95% as determined by the Fisher Exact Test, relative to the sum of ESTs of the three cell types (minimum of 4 ESTs in hES cells). The following markers are of particular interest:









TABLE 2







EST Frequency of Genes that are Down-regulated upon Differentiation of hES cells









EST counts













Geron ID
GenBank ID
Name
ES
EB
preHEP
preNEU
















GA_10902
NM_024504
Pr domain containing 14 (PRDM14)
12
1
0
0


GA_11893
NM_032805
Hypothetical protein FLJ14549
25
0
0
0


GA_12318
NM_032447
Fibrillin3
6
0
0
0


GA_1322
NM_000142
Fibroblast growth factor receptor 3 precursor
9
1
5
1




(FGFR-3)


GA_34679
NM_002015
Forkhead box o1a (FOXO1a)
4
0
1
1


GA_1470
NM_003740
potassium channel, subfamily K, member 5
4
0
0
1




(KCNK5), mRNA


GA_1674
NM_002701
Octamer-Binding Transcription Factor 3a
24
1
2
0




(OCT-3A) (OCT-4)


GA_2024
NM_003212
Teratocarcinoma-derived growth factor 1
20
1
0
0




(CRIPTO)


GA_2149
NM_003413
Zic family member 3 (ZIC3)
7
0
1
0


GA_2334
NM_000216
Kallmann syndrome 1 sequence (KAL1)
5
0
1
0


GA_23552
NM_152742
hypothetical protein DKFZp547M109
6
0
1
2




(DKFZp547M109), mRNA


GA_2356
NM_002851
Protein tyrosine phosphatase, receptor-type,
10
0
0
0




z polypeptide 1 (PTPRZ1),


GA_2357
NM_001670
Armadillo repeat protein deleted in
6
0
0
0




velo-cardio-facial syndrome (ARVCF)


GA_23578
BM454360
AGENCOURT_6402318 NIH_MGC_85
6
0
0
0





Homo sapiens cDNA clone IMAGE: 5497491





5′, mRNA sequence


GA_2367
NM_003923
Forkhead box H1 (FOXH1)
5
0
0
0


GA_2436
NM_004329
Bone morphogenetic protein receptor, type Ia
7
3
1
1




(BMPR1A) (ALK-3)


GA_2442
NM_004335
Bone marrow stromal antigen 2 (BST-2)
13
0
2
3


GA_2945
NM_005232
Ephrin type-a receptor 1 (EPHA1)
5
1
1
1


GA_2962
NM_005314
Gastrin-releasing peptide receptor (GRP-R)
4
0
0
0


GA_2988
NM_005397
Podocalyxin-like (PODXL)
59
23
5
8


GA_3337
NM_006159
NELL2 (nel-like protein 2)
5
3
2
0


GA_3559
NM_005629
Solute carrier family 6, member 8 (SLC6A8)
5
1
0
1


GA_3898
NM_006892
DNA (cytosine-5-)-methyltransferase 3 beta
49
2
3
1




(DNMT3B)


GA_5391
NM_002968
Sal-like 1 (SALL1),
7
1
1
0


GA_33680
NM_016089
Krab-zinc finger protein SZF1-1
15
0
1
0


GA_36977
NM_020927
KIAA1576 protein
9
2
1
0


GA_8723
NM_152333

Homo sapiens chromosome 14 open reading

14
1
1
3




frame 69 (C14orf69), mRNA


GA_9167
AF308602
Notch 1 (N1)
6
2
1
0


GA_9183
NM_007129

Homo sapiens Zic family member 2 (odd-

8
1
1
0




paired homolog, Drosophila) (ZIC2), mRNA


GA_35037
NM_004426

Homo sapiens polyhomeotic-like 1

34
9
5
4




(Drosophila) (PHC1), mRNA










Only one EST for hTERT was identified in undifferentiated hES cells and none were detected from the differentiated cells, which was not statistically significant. Thus, potentially useful markers that are expressed at low levels could have been omitted in this analysis, which required a minimum of four ESTs. It would be possible to identify such genes by using other techniques described elsewhere in this disclosure.


Three genes were observed from EST frequency queries that were of particular interest as potentially useful markers of hES cells. They were Teratocarcinoma-derived growth factor (Cripto), Podocalyxin-like (PODXL), and gastrin-releasing peptide receptor (GRPR). These genes were not only more abundant in undifferentiated cells, relative to differentiated hES cells, but also encoded for proteins expressed on the surface of cells. Surface markers have the added advantage that they could be easily detected with immunological reagents. ESTs for Cripto and GRPR were quite restricted to hES cells, with one or zero ESTs, respectively, scored in any of the differentiated cells. PODXL ESTs were detected in all 4-cell types, but substantially fewer (2.5×-12×) in differentiated cells. All three markers retained a detectable level of expression in differentiated cultures of hES cells. There may be a low level of expression of these markers in differentiated cells, or the expression detected may be due to a small proportion of undifferentiated cells in the population. GABA(A) receptor, Lefty B, Osteopontin, Thy-1 co-transcribed, and Solute carrier 21 are other significant markers of the undifferentiated phenotype.


By similar reasoning, genes that show a higher frequency of ESTs in differentiated cells can be used as specific markers for differentiation. ESTs that are 2-fold more abundant in the sum of all three differentiated cell types (EBs, preHEP and preNEU cells) and with a p-value≦0.05 as determined by the Fisher Exact Test, compared with undifferentiated hES cells are candidate markers for differentiation down multiple pathways. ESTs that are relatively abundant in only one of the differentiated cell types are candidate markers for tissue-specific differentiation. The following markers are of particular interest:









TABLE 3







EST Frequency of Genes that are Upregulated upon Differentiation









EST counts













Geron ID
GenBank ID
Name
ES
EB
preHEP
preNEU
















GA_35463
NM_024298

Homo sapiens leukocyte receptor cluster (LRC)

0
4
9
8




member 4 (LENG4), mRNA


GA_10492
NM_006903
Inorganic pyrophosphatase (PPASE)
0
5
5
6


GA_38563
NM_021005

Homo sapiens nuclear receptor subfamily 2,

0
9
8
9




group F, member 2 (NR2F2), mRNA


GA_38570
NM_001844
Collagen, type II, alpha 1 (COL2A1), transcript

15
31
5




variant 1


GA_1476
NM_002276
Keratin type I cytoskeletal 19 (cytokeratin 19)
1
26
14
38


GA_34776
NM_002273
Keratin type II cytoskeletal 8 (cytokeratin 8)
9
71
144
156




(CK 8)


GA_1735
NM_002806

Homo sapiens proteasome (prosome,

1
7
7
8




macropain) 26S subunit, ATPase, 6 (PSMC6),




mRNA


GA_1843
NM_000982
60s ribosomal protein I21
1
7
48
42


GA_35369
NM_003374
Voltage-dependent anion-selective channel
1
5
6
10




(VDAC-1)


GA_23117
NM_004772
P311 protein [Homo sapiens]
1
5
7
6


GA_2597
NM_138610

Homo sapiens H2A histone family, member Y

1
5
5
14




(H2AFY), transcript variant 3, mRNA


GA_3283
NM_004484

Homo sapiens glypican 3 (GPC3), mRNA

1
6
7
12


GA_3530
NM_002539

Homo sapiens ornithine decarboxylase 1

1
10
8
9




(ODC1), mRNA


GA_4145
NM_002480
Protein phosphatase 1, regulatory(inhibitor)
1
6
6
6




subunit 12A (PPP1R12A)


GA_5992
NM_014899

Homo sapiens Rho-related BTB domain

0
10
7
13




containing 3 (RHOBTB3), mRNA


GA_6136
NM_016368

Homo sapiens myo-inositol 1-phosphate

1
7
5
16




synthase A1 (ISYNA1), mRNA


GA_6165
NM_015853
Orf (LOC51035)
1
5
9
5


GA_6219
NM_016139
16.7 Kd protein (LOC51142),
1
5
13
14


GA_723
NM_005801

Homo sapiens putative translation initiation

1
14
15
19




factor (SUI1), mRNA


GA_9196
NM_000404

Homo sapiens galactosidase, beta 1 (GLB1),

0
6
10
7




transcript variant 179423, mRNA


GA_9649
NM_014604
Tax interaction protein 1 (TIP-1)
0
8
5
5










The relative expression levels were calculated as follows:









es
=





(




#





ESTs





of





the





gene





in





hES






cells
÷







total





unique





genes





in





hES





cells




)







(




#





ESTs





of





the





gene





in





differentiated






cells
÷







total





unique





genes





in





differentiated





cells




)








=




(

#





ESTs





for





the





gene





in





hES






cells
÷
37



,


081

)


(

#





ESTs





for





the





gene





in





differentiated






cells
÷
111



,


372

)









The es value is substantially >1 for genes marking the undifferentiated phenotype, and <1 for genes indicating differentiation.


The Fisher Exact Test was used to determine whether changes were statistically significant. S. Siegel & N. J. Castellan. Nonparametric Statistics for the Behavioral Sciences (2nd ed., McGraw-Hill NJ, 1988). This is a standard test that can be used for 2×2 tables, and is conservative in declaring significance if the data are sparse. For analysis of EST sequences, the tables were of the following form:









TABLE 4







Fisher Exact Test for Statistical Analysis of Differential Expression











Gene X
All Other Genes
Total














Pool A
a = number of
A = number of
N = a + A



sequences in Pool A
sequences in Pool A
total number of



assigned to Gene X
NOT assigned to
sequences in Pool A




Gene X


Pool B
b = number of
B = number of
M = b + B



sequences in Pool B
sequences in Pool B
total number of



assigned to Gene X
NOT assigned to
sequences in Pool B




Gene X


Total
c = a + b
C = A + B
N + M = c + C










where Pool A contains the sequences derived from the undifferentiated hES cells and Pool B contains the sequences from the other three cell types (EB, preHep, preNeu). N is equal to the number of sequences derived from the undifferentiated hES cells (37,081) and M is equal to the sum of all ESTs from the three differentiated cell types (111,372). For any given pair of pool sizes (N, M) and gene counts (c and C), the probability p of the table being generated by chance is calculated where:






p=[N!M!c!C!]/[(N+M)!a!b!A!B!]


and where 0! by default is set to 1. The null hypothesis of a gene being equally represented in two pools is rejected when probability p≦0.05, where 0.05 is the level of statistical certainty. Thus, genes with p≦0.05 are considered to be differentially represented.


The following markers were identified as changing their expression levels significantly upon differentiation. The markers identified with the symbol “” may play a role in the regulation of gene transcription.









TABLE 5







EST Frequency of Genes that Down-regulate upon Differentiation










EST counts
















Geron ID
GenBank ID
Name
ES
EB
preHEP
preNeu
Total
Relative Expression



















GA_10021
NM_018124
hypothetical protein FLJ10520 (FLJ10520)

1
0
3
10
es 4.51
p = 0.02


GA_10053
NM_033427
cortactin binding protein 2 (CORTBP2)
4
0
0
0
4
es > 4
p = 0.00


GA_10057
AB051540
KIAA1753 protein sequence
4
1
1
0
6
es 6.01
p = 0.04


GA_10082
NM_030645
KIAA1720 protein (KIAA1720)
6
0
1
0
7
es 18.02
p = 0.00


GA_10153
NM_015039
chromosome 1 open reading frame 15 (C1orf15),
4
1
1
0
6
es 6.01
p = 0.04




transcript variant 1


GA_102
NM_015043
KIAA0676 protein (KIAA0676)
6
4
0
1
11
es 3.60
p = 0.03


GA_10252
NM_003376
vascular endothelial growth factor (VEGF)
5
2
0
2
9
es 3.75
p = 0.05


GA_10258
AK091948
cDNA FLJ34629 fis, clone KIDNE2015515, highly
4
0
0
0
4
es > 4
p = 0.00




similar to NADP-dependent leukotriene b4 12-




hydroxydehydrogenase (EC 1.1.1.—) sequence


GA_10308
NM_024046
hypothetical protein MGC8407 (MGC8407)
4
0
0
0
4
es > 4
p = 0.00


GA_10327
NM_024077
SECIS binding protein 2 (SBP2)
9
2
3
2
16
es 3.86
p = 0.01


GA_10334
NM_024090
long-chain fatty-acyl elongase (LCE)
5
0
0
2
7
es 7.51
p = 0.01


GA_10513
NM_033209
Thy-1 co-transcribed (LOC94105)
7
2
2
1
12
es 4.20
p = 0.01


GA_10528
NM_030622
cytochrome P450, subfamily IIS, polypeptide 1
6
0
1
0
7
es 18.02
p = 0.00




(CYP2S1)


GA_1053
NM_001618
ADP-ribosyltransferase (NAD+; poly (ADP-ribose)
25
13
14
9
61
es 2.09
p = 0.01




polymerase) (ADPRT)


GA_10531
NM_015271
tripartite motif-containing 2 (TRIM2)
6
2
0
2
10
es 4.51
p = 0.02


GA_10603
NM_025215
pseudouridylate synthase 1 (PUS1)
5
0
2
2
9
es 3.75
p = 0.05


GA_10641
NM_025108
hypothetical protein FLJ13909 (FLJ13909)
6
0
0
1
7
es 18.02
p = 0.00


GA_10649
NM_025082
hypothetical protein FLJ13111 (FLJ13111)
8
3
0
0
11
es 8.01
p = 0.00


GA_1067
NM_020977
ankyrin 2, neuronal (ANK2), transcript variant 2
4
0
0
0
4
es > 4
p = 0.00


GA_10696
NM_024888
hypothetical protein FLJ11535 (FLJ11535)
5
2
0
0
7
es 7.51
p = 0.01


GA_10713
NM_024844
pericentrin 1 (PCNT1)
8
1
1
0
10
es 12.01
p = 0.00


GA_1076
NM_001659
ADP-ribosylation factor 3 (ARF3)
19
8
5
4
36
es 3.36
p = 0.00


GA_10831
NM_024619
hypothetical protein FLJ12171 (FLJ12171)
4
0
1
1
6
es 6.01
p = 0.04


GA_1085
NM_000048
argininosuccinate lyase (ASL)
6
2
0
0
8
es 9.01
p = 0.00


GA_10902
NM_024504
PR domain containing 14 (PRDM14)
12
1
0
0
13
es 36.04
p = 0.00


GA_10905
NM_022362
MMS19-like (MET18 homolog, S. cerevisiae)
10
5
4
1
20
es 3.00
p = 0.02




(MMS19L)


GA_10935
NM_032569
cytokine-like nuclear factor n-pac (N-PAC)
8
3
1
1
13
es 4.81
p = 0.01


GA_11047
NM_004728
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 21
18
9
3
5
35
es 3.18
p = 0.00




(DDX21)


GA_11103
NM_138347
hypothetical protein BC005868 (LOC90233)
4
0
2
0
6
es 6.01
p = 0.04


GA_1119
NM_001217
carbonic anhydrase XI (CA11)
5
1
2
1
9
es 3.75
p = 0.05


GA_11368
NM_032147
hypothetical protein DKFZp434D0127
7
1
0
0
8
es 21.02
p = 0.00




(DKFZP434D0127)


GA_11398
NM_015471
DKFZP566O1646 protein (DC8)
5
1
1
0
7
es 7.51
p = 0.01


GA_11528
NM_021633
kelch-like protein C3IP1 (C3IP1)
5
1
0
1
7
es 7.51
p = 0.01


GA_11532
NM_024900
PHD protein Jade-1 (Jade-1)
6
1
0
2
9
es 6.01
p = 0.01


GA_11552
NM_024086
hypothetical protein MGC3329 (MGC3329)
6
3
0
1
10
es 4.51
p = 0.02


GA_11577
AB058780
KIAA1877 protein sequence
4
2
0
0
6
es 6.01
p = 0.04


GA_1160
NM_052988
cyclin-dependent kinase (CDC2-like) 10 (CDK10),
4
0
1
1
6
es 6.01
p = 0.04




transcript variant 3


GA_11600
NM_002883
Ran GTPase activating protein 1 (RANGAP1)
12
7
3
5
27
es 2.40
p = 0.03


GA_11656
NM_018425
phosphatidylinositol 4-kinase type II (PI4KII)
5
1
1
2
9
es 3.75
p = 0.05


GA_11773
NM_025109
hypothetical protein FLJ22865 (FLJ22865)
6
0
0
0
6
es > 4
p = 0.00


GA_11790
NM_013432
nuclear factor of kappa light polypeptide gene enhancer in B-
5
2
0
0
7
es 7.51
p = 0.01




cells inhibitor-like 2 (NFKBIL2)


GA_11868
NM_032844
hypothetical protein FLJ14813 (FLJ14813)
6
2
1
1
10
es 4.51
p = 0.02


GA_11893
NM_032805
hypothetical protein FLJ14549 (FLJ14549)
25
0
0
0
25
es > 4
p = 0.00


GA_11964
NM_032620
mitochondrial GTP binding protein (GTPBG3)
5
1
1
2
9
es 3.75
p = 0.05


GA_11971
NM_138575
hypothetical protein MGC5352 (MGC5352)
4
1
1
0
6
es 6.01
p = 0.04


GA_12025
NM_020465
NDRG family member 4 (NDRG4)
4
1
0
0
5
es 12.01
p = 0.02


GA_12064


4
1
0
0
5
es 12.01
p = 0.02


GA_1212
NM_001313
collapsin response mediator protein 1 (CRMP1)
7
1
1
2
11
es 5.26
p = 0.01


GA_12167
NM_138357
hypothetical protein BC010682 (LOC90550)
4
0
0
0
4
es > 4
p = 0.00


GA_1217
NM_001316
CSE1 chromosome segregation 1-like (yeast)
23
7
5
2
37
es 4.93
p = 0.00




(CSE1L)


GA_12173
NM_021912
gamma-aminobutyric acid (GABA) A receptor, beta 3
4
0
0
0
4
es > 4
p = 0.00




(GABRB3), transcript variant 2


GA_12253
NM_032420
protocadherin 1 (cadherin-like 1) (PCDH1), transcript
5
0
0
2
7
es 7.51
p = 0.01




variant 2


GA_12279
NM_033019
PCTAIRE protein kinase 1 (PCTK1), transcript
11
7
2
4
24
es 2.54
p = 0.03




variant 3


GA_12318
NM_032447
fibrillin3 (KIAA1776)
6
0
0
0
6
es > 4
p = 0.00


GA_1236
NM_003611
oral-facial-digital syndrome 1 (OFD1)
4
0
1
0
5
es 12.01
p = 0.02


GA_12367
NM_033317
hypothetical gene ZD52F10 (ZD52F10)
8
1
4
4
17
es 2.67
p = 0.05


GA_12386
AB002336
KIAA0338 sequence
4
1
0
0
5
es 12.01
p = 0.02


GA_12440
NM_032383
Hermansky-Pudlak syndrome 3 (HPS3)
7
1
0
0
8
es 21.02
p = 0.00


GA_12522
NM_052860
kruppel-like zinc finger protein (ZNF300)
6
2
2
1
11
es 3.60
p = 0.03


GA_1260
NM_000791
dihydrofolate reductase (DHFR)
15
4
2
4
25
es 4.51
p = 0.00


GA_12630
NM_015356
scribble (SCRIB)
12
4
0
2
18
es 6.01
p = 0.00


GA_12635
NM_002913
replication factor C (activator 1) 1, 145 kDa (RFC1)
8
0
1
0
9
es 24.03
p = 0.00


GA_12640
NM_004741
nucleolar and coiled-body phosphoprotein 1
16
9
7
6
38
es 2.18
p = 0.02




(NOLC1)


GA_1265
NM_001387
dihydropyrimidinase-like 3 (DPYSL3)
39
13
3
14
69
es 3.90
p = 0.00


GA_12672
D86976
similar to C. elegans protein (Z37093) sequence
5
2
0
1
8
es 5.01
p = 0.03


GA_12767
NM_015360
KIAA0052 protein (KIAA0052)
8
2
2
1
13
es 4.81
p = 0.01


GA_12899
BC039246
clone IMAGE: 5278517
5
2
1
1
9
es 3.75
p = 0.05


GA_12900
NM_003302
thyroid hormone receptor interactor 6 (TRIP6)
12
3
3
4
22
es 3.60
p = 0.00


GA_12949
BC033781
PAX transcription activation domain interacting protein 1 like
4
0
0
1
5
es 12.01
p = 0.02




sequence


GA_12954
NM_003972
BTAF1 RNA polymerase II, B-TFIID transcription factor-
7
3
2
0
12
es 4.20
p = 0.01




associated, 170 kDa (Mot1 homolog, S. cerevisiae) (BTAF1)


GA_1322
NM_000142
fibroblast growth factor receptor 3 (achondroplasia,
9
1
5
1
16
es 3.86
p = 0.01




thanatophoric dwarfism) (FGFR3), transcript variant 1


GA_1378
NM_000178
glutathione synthetase (GSS)
4
0
1
1
6
es 6.01
p = 0.04


GA_1386
NM_001517
general transcription factor IIH, polypeptide 4 (52 kD subunit)
8
1
2
2
13
es 4.81
p = 0.01




(GTF2H4)


GA_1470
NM_003740
potassium channel, subfamily K, member 5 (KCNK5)
4
0
0
1
5
es 12.01
p = 0.02


GA_1523
NM_002442
musashi homolog 1 (Drosophila) (MSI1)
4
1
0
0
5
es 12.01
p = 0.02


GA_1529
NM_172164
nuclear autoantigenic sperm protein (histone-
58
7
32
15
112
es 3.23
p = 0.00




binding) (NASP), transcript variant 1


GA_1634
NM_002647
phosphoinositide-3-kinase, class 3 (PIK3C3)
5
1
1
2
9
es 3.75
p = 0.05


GA_1650
NM_002660
phospholipase C, gamma 1 (formerly subtype 148)
10
4
4
1
19
es 3.34
p = 0.01




(PLCG1)


GA_1662
AF195139
pinin (PNN) gene, complete cds
23
9
7
5
44
es 3.29
p = 0.00


GA_1665
NM_002691
polymerase (DNA directed), delta 1, catalytic subunit
9
6
2
1
18
es 3.00
p = 0.02




125 kDa (POLD1)


GA_1674
NM_002701
POU domain, class 5, transcription factor 1 (POU5F1)
24
1
2
0
27
es 24.03
p = 0.00


GA_1696
NM_000947
primase, polypeptide 2A, 58 kDa (PRIM2A)
4
0
0
1
5
es 12.01
p = 0.02


GA_1702
NM_002740
protein kinase C, iota (PRKCI)
8
2
2
1
13
es 4.81
p = 0.01


GA_171
BC013923
Similar to SRY-box containing gene 2 sequence
12
1
1
3
17
es 7.21
p = 0.00


GA_1710
NM_002764
phosphoribosyl pyrophosphate synthetase 1
7
3
2
1
13
es 3.50
p = 0.02




(PRPS1)


GA_1752
NM_152881
PTK7 protein tyrosine kinase 7 (PTK7), transcript
15
14
5
3
37
es 2.05
p = 0.04




variant 3


GA_1777
NM_002862
phosphorylase, glycogen; brain (PYGB), nuclear
13
8
1
2
24
es 3.55
p = 0.00




gene encoding mitochondrial protein


GA_1794
NM_003610
RAE1 RNA export 1 homolog (S. pombe) (RAE1)
5
0
0
2
7
es 7.51
p = 0.01


GA_1814
NM_002907
RecQ protein-like (DNA helicase Q1-like) (RECQL),
4
2
0
0
6
es 6.01
p = 0.04




transcript variant 1


GA_1820
NM_002916
replication factor C (activator 1) 4, 37 kDa (RFC4)
6
0
2
2
10
es 4.51
p = 0.02


GA_1865
NM_002949
mitochondrial ribosomal protein L12 (MRPL12),
4
0
0
2
6
es 6.01
p = 0.04




nuclear gene encoding mitochondrial protein


GA_1909
NM_003012
secreted frizzled-related protein 1 (SFRP1)
12
8
1
7
28
es 2.25
p = 0.05


GA_1938
NM_003601
SWI/SNF related, matrix associated, actin
19
10
4
5
38
es 3.00
p = 0.00




dependent regulator of chromatin, subfamily a,




member 5 (SMARCA5)


GA_1942
NM_003076
SWI/SNF related, matrix associated, actin
10
3
3
3
19
es 3.34
p = 0.01




dependent regulator of chromatin, subfamily d,




member 1 (SMARCD1), transcript variant 1


GA_1962
NM_152826
sorting nexin 1 (SNX1), transcript variant 3
4
0
0
1
5
es 12.01
p = 0.02


GA_1963
NM_003100
sorting nexin 2 (SNX2)
8
2
4
1
15
es 3.43
p = 0.02


GA_2024
NM_003212
teratocarcinoma-derived growth factor 1 (TDGF1)
20
1
0
0
21
es 60.07
p = 0.00


GA_2031
NM_003234
transferrin receptor (p90, CD71) (TFRC)
13
9
3
4
29
es 2.44
p = 0.02


GA_2066
NM_003283
troponin T1, skeletal, slow (TNNT1)
5
1
1
0
7
es 7.51
p = 0.01


GA_2091
NM_001069
tubulin, beta polypeptide (TUBB)
40
13
11
17
81
es 2.93
p = 0.00


GA_2123
NM_003481
ubiquitin specific protease 5 (isopeptidase T) (USP5)
13
6
5
1
25
es 3.25
p = 0.00


GA_2149
NM_003413
Zic family member 3 heterotaxy 1 (odd-paired homolog,
7
0
1
0
8
es 21.02
p = 0.00





Drosophila) (ZIC3)



GA_2175
NM_001605
alanyl-tRNA synthetase (AARS)
23
6
1
3
33
es 6.91
p = 0.00


GA_2178
NM_001104
actinin, alpha 3 (ACTN3)
6
1
0
0
7
es 18.02
p = 0.00


GA_2234
NM_000107
damage-specific DNA binding protein 2, 48 kDa
8
1
0
2
11
es 8.01
p = 0.00




(DDB2)


GA_2235
NM_001358
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 15
13
7
3
1
24
es 3.55
p = 0.00




(DDX15)


GA_2240
NM_001384
diptheria toxin resistance protein required for
6
1
2
0
9
es 6.01
p = 0.01




diphthamide biosynthesis-like 2 (S. cerevisiae)




(DPH2L2)


GA_2271
NM_001533
heterogeneous nuclear ribonucleoprotein L (HNRPL)
10
1
4
5
20
es 3.00
p = 0.02


GA_2289
NM_000234
ligase I, DNA, ATP-dependent (LIG1)
10
2
5
3
20
es 3.00
p = 0.02


GA_2319
NM_000456
sulfite oxidase (SUOX), nuclear gene encoding
5
1
1
0
7
es 7.51
p = 0.01




mitochondrial protein


GA_2323
NM_002164
indoleamine-pyrrole 2,3 dioxygenase (INDO)
6
0
0
0
6
es > 4
p = 0.00


GA_2334
NM_000216
Kallmann syndrome 1 sequence (KAL1)
5
0
1
0
6
es 15.02
p = 0.00


GA_2337
NM_003501
acyl-Coenzyme A oxidase 3, pristanoyl (ACOX3)
4
0
0
1
5
es 12.01
p = 0.02


GA_23430
NM_006474
lung type-I cell membrane-associated glycoprotein
5
2
1
0
8
es 5.01
p = 0.03




(T1A-2)


GA_23457
AK055600
cDNA FLJ31038 fis, clone HSYRA2000159
6
2
0
2
10
es 4.51
p = 0.02




sequence


GA_23467
AK092578
cDNA FLJ35259 fis, clone PROST2004251
4
0
0
0
4
es > 4
p = 0.00




sequence


GA_23468


6
2
0
2
10
es 4.51
p = 0.02


GA_23476


5
0
2
0
7
es 7.51
p = 0.01


GA_23484


43
0
1
0
44
es 129.15
p = 0.00


GA_23485


25
1
1
0
27
es 37.54
p = 0.00


GA_23486


7
0
0
0
7
es > 4
p = 0.00


GA_23487


49
0
0
0
49
es > 4
p = 0.00


GA_23488


9
0
0
0
9
es > 4
p = 0.00


GA_23489


13
0
0
0
13
es > 4
p = 0.00


GA_23490


12
1
1
0
14
es 18.02
p = 0.00


GA_23514


5
1
0
2
8
es 5.01
p = 0.03


GA_23515


4
0
0
0
4
es > 4
p = 0.00


GA_23525


8
3
0
0
11
es 8.01
p = 0.00


GA_2356
NM_002851
protein tyrosine phosphatase, receptor-type, Z
10
0
0
0
10
es > 4
p = 0.00




polypeptide 1 (PTPRZ1)


GA_2357
NM_001670
armadillo repeat gene deletes in velocardiofacial
6
0
0
0
6
es > 4
p = 0.00




syndrome (ARVCF)


GA_23572


4
1
1
0
6
es 6.01
p = 0.04


GA_23577


4
2
0
0
6
es 6.01
p = 0.04


GA_23578
BM454360
AGENCOURT_6402318 NIH_MGC_85cDNA clone
6
0
0
0
6
es > 4
p = 0.00




IMAGE: 5497491 5′ sequence


GA_23579


4
0
0
0
4
es > 4
p = 0.00


GA_23585


8
0
1
1
10
es 12.01
p = 0.00


GA_23596


4
0
1
0
5
es 12.01
p = 0.02


GA_23612
NM_005762
tripartite motif-containing 28 protein; KRAB-associated
6
2
1
0
9
es 6.01
p = 0.01




protein 1; transcriptional intermediary factor 1-beta; nuclear




corepressor KAP-1 sequence


GA_23615


4
1
0
0
5
es 12.01
p = 0.02


GA_23634


4
1
0
0
5
es 12.01
p = 0.02


GA_2367
NM_003923
forkhead box H1 (FOXH1)
5
0
0
0
5
es > 4
p = 0.00


GA_23673


5
1
0
0
6
es 15.02
p = 0.00


GA_23683


4
1
1
0
6
es 6.01
p = 0.04


GA_23981
AK057602
cDNA FLJ33040 fis, clone THYMU2000382, weakly
4
0
0
0
4
es > 4
p = 0.00




similar to 60S RIBOSOMAL PROTEIN L12


GA_2418
NM_004317
arsA arsenite transporter, ATP-binding, homolog 1
6
3
1
1
11
es 3.60
p = 0.03




(bacterial) (ASNA1)


GA_2436
NM_004329
bone morphogenetic protein receptor, type Ia
7
3
1
1
12
es 4.20
p = 0.01




(BMPR1A)


GA_2442
NM_004335
bone marrow stromal cell antigen 2 (BST2)
13
0
2
3
18
es 7.81
p = 0.00


GA_2443
NM_004336
BUB1 budding uninhibited by benzimidazoles 1
10
5
4
2
21
es 2.73
p = 0.02




homolog (yeast) (BUB1)


GA_2444
NM_004725
BUB3 budding uninhibited by benzimidazoles 3
12
4
7
4
27
es 2.40
p = 0.03




homolog (yeast) (BUB3)


GA_2447
NM_004341
carbamoyl-phosphate synthetase 2, aspartate
11
8
2
1
22
es 3.00
p = 0.01




transcarbamylase, and dihydroorotase (CAD),




nuclear gene encoding mitochondrial protein


GA_2467
NM_004804
WD40 protein Ciao1 (CIAO1)
8
0
1
2
11
es 8.01
p = 0.00


GA_2496
NM_004229
cofactor required for Sp1 transcriptional activation, subunit 2,
7
1
1
2
11
es 5.26
p = 0.01




150 kDa (CRSP2)


GA_2501
NM_080598
HLA-B associated transcript 1 (BAT1), transcript
24
13
13
9
59
es 2.06
p = 0.01




variant 2


GA_2621
NM_004135
isocitrate dehydrogenase 3 (NAD+) gamma (IDH3G)
5
2
0
1
8
es 5.01
p = 0.03


GA_2641
NM_017522
low density lipoprotein receptor-related protein 8,
7
0
0
2
9
es 10.51
p = 0.00




apolipoprotein e receptor (LRP8), transcript variant 3


GA_2643
NM_004635
mitogen-activated protein kinase-activated protein
6
0
1
2
9
es 6.01
p = 0.01




kinase 3 (MAPKAPK3)


GA_2644
NM_004526
MCM2 minichromosome maintenance deficient 2,
23
8
6
4
41
es 3.84
p = 0.00




mitotin (S. cerevisiae) (MCM2)


GA_2717
NM_004703
rabaptin-5 (RAB5EP)
5
1
1
0
7
es 7.51
p = 0.01


GA_2728
NM_004168
succinate dehydrogenase complex, subunit A,
5
2
0
2
9
es 3.75
p = 0.05




flavoprotein (Fp) (SDHA), nuclear gene encoding




mitochondrial protein


GA_2751
NM_004596
small nuclear ribonucleoprotein polypeptide A
11
3
4
5
23
es 2.75
p = 0.02




(SNRPA)


GA_2762
NM_004819
symplekin; Huntingtin interacting protein I (SPK)
10
5
6
1
22
es 2.50
p = 0.04


GA_2784
NM_004818
prp28, U5 snRNP 100 kd protein (U5-100K)
16
14
3
3
36
es 2.40
p = 0.01


GA_2791
NM_004652
ubiquitin specific protease 9, X chromosome (fat
10
2
2
1
15
es 6.01
p = 0.00




facets-like Drosophila) (USP9X), transcript variant 1


GA_2800
NM_004629
Fanconi anemia, complementation group G
5
0
2
1
8
es 5.01
p = 0.03




(FANCG)


GA_2840
NM_004960
fusion, derived from t(12; 16) malignant liposarcoma
14
2
4
1
21
es 6.01
p = 0.00




(FUS)


GA_2857
NM_004987
LIM and senescent cell antigen-like domains 1
5
2
0
1
8
es 5.01
p = 0.03




(LIMS1)


GA_2868
NM_005006
NADH dehydrogenase (ubiquinone) Fe—S protein 1,
6
1
2
2
11
es 3.60
p = 0.03




75 kDa (NADH-coenzyme Q reductase) (NDUFS1)


GA_2889
NM_005032
plastin 3 (T isoform) (PLS3)
35
18
7
19
79
es 2.39
p = 0.00


GA_2897
NM_005044
protein kinase, X-linked (PRKX)
6
3
0
1
10
es 4.51
p = 0.02


GA_2898
NM_005049
PWP2 periodic tryptophan protein homolog (yeast)
6
0
1
2
9
es 6.01
p = 0.01




(PWP2H)


GA_2937
NM_005207
v-crk sarcoma virus CT10 oncogene homolog
6
1
0
0
7
es 18.02
p = 0.00




(avian)-like (CRKL)


GA_2945
NM_005232
EphA1 (EPHA1)
5
1
1
1
8
es 5.01
p = 0.03


GA_2962
NM_005314
gastrin-releasing peptide receptor (GRPR)
4
0
0
0
4
es > 4
p = 0.00


GA_2984
NM_005474
histone deacetylase 5 (HDAC5), transcript variant 1
6
4
1
0
11
es 3.60
p = 0.03


GA_2988
NM_005397
podocalyxin-like (PODXL)
59
23
5
8
95
es 4.92
p = 0.00


GA_3017
NM_000098
carnitine palmitoyltransferase II (CPT2), nuclear
4
1
1
0
6
es 6.01
p = 0.04




gene encoding mitochondrial protein


GA_3024
NM_003902
far upstream element (FUSE) binding protein 1 (FUBP1)
13
4
6
3
26
es 3.00
p = 0.01


GA_3042
NM_005760
CCAAT-box-binding transcription factor (CBF2)
9
2
2
3
16
es 3.86
p = 0.01


GA_3055
NM_005864
signal transduction protein (SH3 containing) (EFS2),
6
1
0
1
8
es 9.01
p = 0.00




transcript variant 1


GA_3112
NM_005789
proteasome (prosome, macropain) activator subunit
12
2
6
2
22
es 3.60
p = 0.00




3 (PA28 gamma; Ki) (PSME3)


GA_3118
NM_005778
RNA binding motif protein 5 (RBM5)
11
6
4
4
25
es 2.36
p = 0.04


GA_3130
NM_005785
hypothetical SBBI03 protein (SBB103)
4
1
0
0
5
es 12.01
p = 0.02


GA_3134
NM_005877
splicing factor 3a, subunit 1, 120 kDa (SF3A1)
10
1
4
3
18
es 3.75
p = 0.01


GA_3137
NM_005628
solute carrier family 1 (neutral amino acid
23
11
2
13
49
es 2.66
p = 0.00




transporter), member 5 (SLC1A5)


GA_3144
NM_005839
serine/arginine repetitive matrix 1 (SRRM1)
16
6
5
8
35
es 2.53
p = 0.01


GA_3150
NM_139315
TAF6 RNA polymerase II, TATA box binding protein
4
0
0
0
4
es > 4
p = 0.00




(TBP)-associated factor, 80 kDa (TAF6), transcript




variant 2


GA_3175
NM_005741
zinc finger protein 263 (ZNF263)
7
4
0
1
12
es 4.20
p = 0.01


GA_3178
NM_006017
prominin-like 1 (mouse) (PROML1)
7
2
2
0
11
es 5.26
p = 0.01


GA_3183
NM_006035
CDC42 binding protein kinase beta (DMPK-like)
13
5
0
3
21
es 4.88
p = 0.00




(CDC42BPB)


GA_3219
NM_005928
milk fat globule-EGF factor 8 protein (MFGE8)
30
11
11
14
66
es 2.50
p = 0.00


GA_32806
BE568403
601341979F1 NIH_MGC_53cDNA clone
9
2
5
2
18
es 3.00
p = 0.02




IMAGE: 3684283 5′ sequence


GA_32836
AK055259
cDNA FLJ30697 fis, clone FCBBF2000815, weakly
4
0
1
1
6
es 6.01
p = 0.04




similar to ZYXIN


GA_32842


8
3
0
0
11
es 8.01
p = 0.00


GA_32860


7
0
0
0
7
es > 4
p = 0.00


GA_32868
AK091598
cDNA FLJ34279 fis, clone FEBRA2003833
4
0
0
0
4
es > 4
p = 0.00




sequence


GA_32887
NM_006141
dynein, cytoplasmic, light intermediate polypeptide 2
7
2
0
2
11
es 5.26
p = 0.01




(DNCLI2)


GA_32895


5
4
0
0
9
es 3.75
p = 0.05


GA_32908
AL832758
mRNA; cDNA DKFZp686C0927 (from clone
4
0
0
0
4
es > 4
p = 0.00




DKFZp686C0927) sequence


GA_32913


4
0
0
0
4
es > 4
p = 0.00


GA_32917


4
0
0
0
4
es > 4
p = 0.00


GA_32926


7
0
0
0
7
es > 4
p = 0.00


GA_32947


4
0
2
0
6
es 6.01
p = 0.04


GA_32979


4
0
0
0
4
es > 4
p = 0.00


GA_32985


4
0
0
0
4
es > 4
p = 0.00


GA_3321
NM_006345
chromosome 4 open reading frame 1 (C4orf1)
10
5
4
2
21
es 2.73
p = 0.02


GA_33423
NM_002537
ornithine decarboxylase antizyme 2 (OAZ2)
18
1
7
3
29
es 4.91
p = 0.00


GA_3343
NM_006392
nucleolar protein 5A (56 kDa with KKE/D repeat)
16
5
11
5
37
es 2.29
p = 0.02




(NOL5A)


GA_33455
NM_006047
RNA binding motif protein 12 (RBM12), transcript
17
4
3
4
28
es 4.64
p = 0.00




variant 1


GA_33475
NM_004902
RNA-binding region (RNP1, RRM) containing 2
12
2
8
2
24
es 3.00
p = 0.01




(RNPC2)


GA_33503
NM_018135
mitochondrial ribosomal protein S18A (MRPS18A),
4
1
1
0
6
es 6.01
p = 0.04




nuclear gene encoding mitochondrial protein


GA_33528
NM_032803
solute carrier family 7 (cationic amino acid
4
0
1
0
5
es 12.01
p = 0.02




transporter, y+ system), member 3 (SLC7A3)


GA_33533
BC037428
Unknown (protein for MGC: 46327) sequence
7
4
1
1
13
es 3.50
p = 0.02


GA_33548
NM_015638
chromosome 20 open reading frame 188
7
3
0
1
11
es 5.26
p = 0.01




(C20orf188)


GA_33588
AL832967
mRNA; cDNA DKFZp666B082 (from clone
5
0
2
1
8
es 5.01
p = 0.03




DKFZp666B082) sequence


GA_33680
NM_016089
KRAB-zinc finger protein SZF1-1 (SZF1)
15
0
1
0
16
es 45.05
p = 0.00


GA_33684
NM_005186
calpain 1, (mu/l) large subunit (CAPN1)
13
8
1
5
27
es 2.79
p = 0.01


GA_33691
AL117507
mRNA; cDNA DKFZp434F1935 (from clone
4
1
1
0
6
es 6.01
p = 0.04




DKFZp434F1935); partial cds


GA_33704
AL833549
mRNA; cDNA DKFZp686N183 (from clone
4
1
1
0
6
es 6.01
p = 0.04




DKFZp686N183) sequence


GA_33730
AL832779
mRNA; cDNA DKFZp686H157 (from clone
4
0
1
1
6
es 6.01
p = 0.04




DKFZp686H157) sequence


GA_33747
NM_032737
lamin B2 (LMNB2)
11
8
3
3
25
es 2.36
p = 0.04


GA_33755
NM_033547
hypothetical gene MGC16733 similar to CG12113
5
0
0
1
6
es 15.02
p = 0.00




(MGC16733)


GA_33772
BF223023
7q27f09.x1 NCI_CGAP_GC6cDNA clone
5
0
0
0
5
es > 4
p = 0.00




IMAGE: 3699616 3′ sequence


GA_33816
NM_015850
fibroblast growth factor receptor 1 (fms-related
35
12
9
5
61
es 4.04
p = 0.00




tyrosine kinase 2, Pfeiffer syndrome) (FGFR1),




transcript variant 2


GA_33874
NM_017730
hypothetical protein FLJ20259 (FLJ20259)
19
6
4
4
33
es 4.08
p = 0.00


GA_33876
NM_148904
oxysterol binding protein-like 9 (OSBPL9), transcript
5
1
0
2
8
es 5.01
p = 0.03




variant 1


GA_33877
NM_020796
sema domain, transmembrane domain (TM), and
16
1
11
4
32
es 3.00
p = 0.00




cytoplasmic domain, (semaphorin) 6A (SEMA6A)


GA_33959
NM_030964
sprouty homolog 4 (Drosophila) (SPRY4)
4
1
0
0
5
es 12.01
p = 0.02


GA_34010
AK000089
cDNA FLJ20082 fis, clone COL03245
8
0
3
0
11
es 8.01
p = 0.00


GA_34047
NM_170752
chromodomain protein, Y chromosome-like (CDYL),
8
1
1
1
11
es 8.01
p = 0.00




transcript variant 3


GA_34061
NM_152429
hypothetical protein MGC39320 (MGC39320)
7
1
0
1
9
es 10.51
p = 0.00


GA_3407
NM_006328
RNA binding motif protein 14 (RBM14)
16
3
4
3
26
es 4.81
p = 0.00


GA_34077
NM_133457
likely ortholog of mouse type XXVI collagen
7
0
4
2
13
es 3.50
p = 0.02




(COL26A1)


GA_34137
NM_020314
esophageal cancer associated protein (MGC16824)
6
1
0
0
7
es 18.02
p = 0.00


GA_34200
NM_005763
aminoadipate-semialdehyde synthase (AASS)
10
0
0
2
12
es 15.02
p = 0.00


GA_34219
NM_018449
ubiquitin associated protein 2 (UBAP2), transcript
6
2
1
0
9
es 6.01
p = 0.01




variant 1


GA_34245
NM_004922
SEC24 related gene family, member C (S. cerevisiae)
10
6
0
1
17
es 4.29
p = 0.00




(SEC24C)


GA_34270
NM_152758
hypothetical protein FLJ31657 (FLJ31657)
5
2
1
0
8
es 5.01
p = 0.03


GA_34280
NM_000702
ATPase, Na+/K+ transporting, alpha 2 (+)
4
0
0
0
4
es > 4
p = 0.00




polypeptide (ATP1A2)


GA_34320
NM_006461
sperm associated antigen 5 (SPAG5)
14
6
5
2
27
es 3.23
p = 0.00


GA_34322
NM_023926
hypothetical protein FLJ12895 (FLJ12895)
5
0
1
2
8
es 5.01
p = 0.03


GA_3436
NM_018062
hypothetical protein FLJ10335 (FLJ10335)
5
1
3
0
9
es 3.75
p = 0.05


GA_34419
NM_002952
ribosomal protein S2 (RPS2)
19
5
11
7
42
es 2.48
p = 0.00


GA_34438
NM_006521
transcription factor binding to IGHM enhancer 3 (TFE3)
5
2
0
2
9
es 3.75
p = 0.05


GA_34480
NM_012218
interleukin enhancer binding factor 3, 90 kDa (ILF3),
41
26
13
20
100
es 2.09
p = 0.00




transcript variant 1


GA_34503
NM_005762
tripartite motif-containing 28 (TRIM28)
13
6
8
2
29
es 2.44
p = 0.02


GA_34505
NM_002065
glutamate-ammonia ligase (glutamine synthase)
21
1
8
2
32
es 5.73
p = 0.00




(GLUL)


GA_34522
NM_000071
cystathionine-beta-synthase (CBS)
7
2
1
2
12
es 4.20
p = 0.01


GA_34539
NM_002880
v-raf-1 murine leukemia viral oncogene homolog 1
14
7
3
0
24
es 4.20
p = 0.00




(RAF1)


GA_34563
NM_007192
suppressor of Ty 16 homolog (S. cerevisiae)
9
1
1
3
14
es 5.41
p = 0.00




(SUPT16H)


GA_34594
NM_004426
polyhomeotic-like 1 (Drosophila) (PHC1)
6
0
0
0
6
es > 4
p = 0.00


GA_34606
NM_015570
autism susceptibility candidate 2 (AUTS2)
7
0
0
2
9
es 10.51
p = 0.00


GA_34626
NM_004911
protein disulfide isomerase related protein (calcium-
5
2
1
1
9
es 3.75
p = 0.05




binding protein, intestinal-related) (ERP70)


GA_34655
X74794
P1 Cdc21 protein sequence
34
9
5
4
52
es 5.67
p = 0.00


GA_34679
NM_002015
forkhead box O1A (rhabdomyosarcoma) (FOXO1A)
4
0
1
1
6
es 6.01
p = 0.04


GA_34715
NM_002421
matrix metalloproteinase 1 (interstitial collagenase)
5
1
0
2
8
es 5.01
p = 0.03




(MMP1)


GA_34820
NM_024656
hypothetical protein FLJ22329 (FLJ22329)
5
1
1
1
8
es 5.01
p = 0.03


GA_34875
NM_004459
fetal Alzheimer antigen (FALZ)
5
2
0
2
9
es 3.75
p = 0.05


GA_35037
NM_004426
polyhomeotic-like 1 (Drosophila) (PHC1)
34
3
2
5
44
es 10.21
p = 0.00


GA_35125
NM_005386
neuronatin (NNAT)
5
3
0
1
9
es 3.75
p = 0.05


GA_35141
NM_018555
zinc finger protein 331; zinc finger protein 463 (ZNF361)
13
2
5
2
22
es 4.34
p = 0.00


GA_35150
AB014542
KIAA0642 protein sequence
5
1
2
1
9
es 3.75
p = 0.05


GA_35158
NM_015327
KIAA1089 protein (KIAA1089)
10
6
2
2
20
es 3.00
p = 0.02


GA_3520
NM_005915
MCM6 minichromosome maintenance deficient 6
12
5
5
2
24
es 3.00
p = 0.01




(MIS5 homolog, S. pombe) (S. cerevisiae) (MCM6)


GA_35206
NM_005678
SNRPN upstream reading frame (SNURF),
20
10
9
9
48
es 2.15
p = 0.01




transcript variant 1


GA_35221
NM_020442
KIAA1885 protein (DKFZP434L1435)
6
0
0
0
6
es > 4
p = 0.00


GA_35231
NM_014389
proline and glutamic acid rich nuclear protein
14
11
3
1
29
es 2.80
p = 0.01




(PELP1)


GA_35233
NM_138615
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 30
11
3
4
5
23
es 2.75
p = 0.02




(DDX30), transcript variant 1


GA_35239
NM_014633
KIAA0155 gene product (KIAA0155)
5
1
2
0
8
es 5.01
p = 0.03


GA_35260
NM_004104
fatty acid synthase (FASN)
6
2
0
1
9
es 6.01
p = 0.01


GA_35393
NM_006861
RAB35, member RAS oncogene family (RAB35)
7
2
2
1
12
es 4.20
p = 0.01


GA_35395
NM_024662
hypothetical protein FLJ10774 (FLJ10774)
6
4
0
1
11
es 3.60
p = 0.03


GA_35405


12
8
3
1
24
es 3.00
p = 0.01


GA_35422
NM_021211
transposon-derived Buster1 transposase-like protein
4
0
0
2
6
es 6.01
p = 0.04




(LOC58486)


GA_35457
AJ459424
JEMMA protein sequence
7
1
2
1
11
es 5.26
p = 0.01


GA_35481
NM_006452
phosphoribosylaminoimidazole carboxylase,
36
14
13
9
72
es 3.00
p = 0.00




phosphoribosylaminoimidazole succinocarboxamide




synthetase (PAICS)


GA_35495
NM_003472
DEK oncogene (DNA binding) (DEK)
16
3
8
10
37
es 2.29
p = 0.02


GA_35547
NM_032202
hypothetical protein KIAA1109 (KIAA1109)
4
0
0
2
6
es 6.01
p = 0.04


GA_35558
AL831917
hypothetical protein sequence
6
1
1
1
9
es 6.01
p = 0.01


GA_3559
NM_005629
solute carrier family 6 (neurotransmitter transporter,
5
1
0
1
7
es 7.51
p = 0.01




creatine), member 8 (SLC6A8)


GA_35606
NM_024586
oxysterol binding protein-like 9 (OSBPL9), transcript
4
1
1
0
6
es 6.01
p = 0.04




variant 6


GA_35607
AB002366
KIAA0368 sequence
8
4
2
3
17
es 2.67
p = 0.05


GA_35615
NM_000251
mutS homolog 2, colon cancer, nonpolyposis type 1
16
6
6
0
28
es 4.00
p = 0.00




(E. coli) (MSH2)


GA_35687
NM_033502
transcriptional regulating protein 132 (TReP-132), transcript
5
0
0
0
5
es > 4
p = 0.00




variant 1


GA_35693
NM_014782
armadillo repeat protein ALEX2 (ALEX2)
12
8
4
3
27
es 2.40
p = 0.03


GA_35762
NM_020765
retinoblastoma-associated factor 600 (RBAF600)
12
4
3
1
20
es 4.51
p = 0.00


GA_35833
NM_015878
ornithine decarboxylase antizyme inhibitor (OAZIN),
17
8
10
6
41
es 2.13
p = 0.02




transcript variant 1


GA_35852
AK056479
cDNA FLJ31917 fis, clone NT2RP7004925, weakly
4
2
0
0
6
es 6.01
p = 0.04




similar to VASODILATOR-STIMULATED




PHOSPHOPROTEIN


GA_35869
AB011112
KIAA0540 protein sequence
5
2
1
0
8
es 5.01
p = 0.03


GA_35905
NM_006640
MLL septin-like fusion (MSF)
28
25
6
6
65
es 2.27
p = 0.00


GA_35913
NM_018265
hypothetical protein FLJ10901 (FLJ10901)
5
0
1
1
7
es 7.51
p = 0.01


GA_3593
NM_000270
nucleoside phosphorylase (NP)
5
1
1
1
8
es 5.01
p = 0.03


GA_35955
NM_022754
sideroflexin 1 (SFXN1)
5
1
1
0
7
es 7.51
p = 0.01


GA_35984
NM_015340
leucyl-tRNA synthetase, mitochondrial (LARS2),
4
0
2
0
6
es 6.01
p = 0.04




nuclear gene encoding mitochondrial protein


GA_36015
NM_015341
barren homolog (Drosophila) (BRRN1)
9
1
1
2
13
es 6.76
p = 0.00


GA_36017
AK074137
FLJ00210 protein sequence
4
0
1
0
5
es 12.01
p = 0.02


GA_36019
NM_012426
splicing factor 3b, subunit 3, 130 kDa (SF3B3)
11
3
2
3
19
es 4.13
p = 0.00


GA_36080
NM_152333
chromosome 14 open reading frame 69 (C14orf69)
14
1
1
3
19
es 8.41
p = 0.00


GA_36090
NM_020444
KIAA1191 protein (KIAA1191)
9
7
1
2
19
es 2.70
p = 0.03


GA_3611
NM_001211
BUB1 budding uninhibited by benzimidazoles 1
13
4
4
4
25
es 3.25
p = 0.00




homolog beta (yeast) (BUB1B)


GA_36126
NM_004286
GTP binding protein 1 (GTPBP1)
4
1
0
0
5
es 12.01
p = 0.02


GA_36127
NM_016121
NY-REN-45 antigen (NY-REN-45)
5
1
2
1
9
es 3.75
p = 0.05


GA_36129
NM_018353
hypothetical protein FLJ11186 (FLJ11186)
10
0
3
3
16
es 5.01
p = 0.00


GA_36133
NM_020428
CTL2 gene (CTL2)
9
6
0
0
15
es 4.51
p = 0.00


GA_36137
NM_007363
non-POU domain containing, octamer-binding (NONO)
39
12
22
14
87
es 2.44
p = 0.00


GA_36139
NM_004990
methionine-tRNA synthetase (MARS)
11
3
1
0
15
es 8.26
p = 0.00


GA_36155
AB020719
KIAA0912 protein sequence
5
1
1
0
7
es 7.51
p = 0.01


GA_36183
NM_016333
serine/arginine repetitive matrix 2 (SRRM2)
23
21
9
1
54
es 2.23
p = 0.00


GA_36184
NM_020151
START domain containing 7 (STARD7), transcript
17
6
0
1
24
es 7.29
p = 0.00




variant 1


GA_36219
NM_152392
hypothetical protein DKFZp564C236
7
1
2
1
11
es 5.26
p = 0.01




(DKFZp564C236)


GA_36221
NM_000966
retinoic acid receptor, gamma (RARG)
6
2
0
2
10
es 4.51
p = 0.02


GA_36241
NM_018031
WD repeat domain 6 (WDR6), transcript variant 1
29
20
11
7
67
es 2.29
p = 0.00


GA_36270
NM_003715
vesicle docking protein p115 (VDP)
12
5
4
2
23
es 3.28
p = 0.01


GA_3628
NM_006579
emopamil binding protein (sterol isomerase) (EBP)
7
1
3
0
11
es 5.26
p = 0.01


GA_36307
NM_015897
protein inhibitor of activated STAT protein PIASy
5
2
2
0
9
es 3.75
p = 0.05




(PIASY)


GA_36389
NM_025256
HLA-B associated transcript 8 (BAT8), transcript
11
5
6
2
24
es 2.54
p = 0.03




variant NG36/G9a-SPI


GA_36450
NM_003051
solute carrier family 16 (monocarboxylic acid
22
7
7
5
41
es 3.48
p = 0.00




transporters), member 1 (SLC16A1)


GA_36474
X87832
NOV
5
4
0
0
9
es 3.75
p = 0.05


GA_36491
NM_024611
similar to NMDA receptor-regulated gene 2 (mouse)
6
4
0
1
11
es 3.60
p = 0.03




(FLJ11896)


GA_36526
NM_033557
similar to putative transmembrane protein; homolog
6
3
2
0
11
es 3.60
p = 0.03




of yeast Golgi membrane protein Yif1p (Yip1p-




interacting factor) (LOC90522)


GA_36545
AB014600
KIAA0700 protein sequence
8
4
1
3
16
es 3.00
p = 0.04


GA_36581
NM_018071
hypothetical protein FLJ10357 (FLJ10357)
6
3
0
0
9
es 6.01
p = 0.01


GA_36592
AB002363
KIAA0365 sequence
6
1
0
1
8
es 9.01
p = 0.00


GA_36595
NM_024718
hypothetical protein FLJ10101 (FLJ10101)
8
4
2
3
17
es 2.67
p = 0.05


GA_36643
NM_003918
glycogenin 2 (GYG2)
5
1
0
0
6
es 15.02
p = 0.00


GA_36675
NM_003605
O-linked N-acetylglucosamine (GlcNAc) transferase
9
4
0
1
14
es 5.41
p = 0.00




(UDP-N-acetylglucosamine:polypeptide-N-




acetylglucosaminyl transferase) (OGT)


GA_36692
NM_015902
progestin induced protein (DD5)
8
4
1
2
15
es 3.43
p = 0.02


GA_36707
NM_021627
sentrin-specific protease (SENP2)
4
0
1
0
5
es 12.01
p = 0.02


GA_36730
AF164609
endogenous retrovirus HERV-K101, complete
5
0
0
0
5
es > 4
p = 0.00




sequence


GA_36734
AF376802
neuroligin 2 sequence
6
3
0
0
9
es 6.01
p = 0.01


GA_36771
NM_016238
anaphase-promoting complex subunit 7 (ANAPC7)
6
0
1
0
7
es 18.02
p = 0.00


GA_36788
NM_000141
fibroblast growth factor receptor 2 (bacteria-
9
5
1
2
17
es 3.38
p = 0.02




expressed kinase, keratinocyte growth factor




receptor, craniofacial dysostosis 1, Crouzon




syndrome, Pfeiffer syndrome, Jackson-Weiss




syndrome) (FGFR2), transcript variant 1


GA_36798
NM_000071
cystathionine-beta-synthase (CBS)
11
0
1
2
14
es 11.01
p = 0.00


GA_36842
NM_006197
pericentriolar material 1 (PCM1)
6
3
1
1
11
es 3.60
p = 0.03


GA_36897
NM_006773
DEAD/H (Asp-Glu-Ala-Asp/His) box polypeptide 18
7
3
2
1
13
es 3.50
p = 0.02




(Myc-regulated) (DDX18)


GA_36933
NM_016424
cisplatin resistance-associated overexpressed
19
1
4
7
31
es 4.76
p = 0.00




protein (LUC7A)


GA_36936
NM_149379
Williams Beuren syndrome chromosome region 20C
11
6
4
1
22
es 3.00
p = 0.01




(WBSCR20C), transcript variant 4


GA_36951
NM_005916
MCM7 minichromosome maintenance deficient 7
19
3
6
11
39
es 2.85
p = 0.00




(S. cerevisiae) (MCM7)


GA_36957
NM_024642
UDP-N-acetyl-alpha-D-galactosamine:polypeptide
4
0
1
1
6
es 6.01
p = 0.04




N-acetylgalactosaminyltransferase 12 (GalNAc-T12)




(GALNT12)


GA_36964
NG_001332
T cell receptor alpha delta locus (TCRA/TCRD) on
16
2
0
0
18
es 24.03
p = 0.00




chromosome 14


GA_36974
AL834155
mRNA; cDNA DKFZp761O0611 (from clone
4
1
0
1
6
es 6.01
p = 0.04




DKFZp761O0611) sequence


GA_36977
NM_020927
KIAA1576 protein (KIAA1576)
9
2
1
0
12
es 9.01
p = 0.00


GA_37071
NM_153759
DNA (cytosine-5-)-methyltransferase 3 alpha
9
2
1
1
13
es 6.76
p = 0.00




(DNMT3A), transcript variant 2


GA_37078
NM_014977
apoptotic chromatin condensation inducer in the
10
6
2
2
20
es 3.00
p = 0.02




nucleus (ACINUS)


GA_37079
NM_032156
EEG1 (EEG1), transcript variant S
7
0
0
0
7
es > 4
p = 0.00


GA_37094
AL832758
mRNA; cDNA DKFZp686C0927 (from clone
11
1
3
3
18
es 4.72
p = 0.00




DKFZp686C0927) sequence


GA_37215
NM_019023
hypothetical protein FLJ10640 (FLJ10640)
7
1
3
0
11
es 5.26
p = 0.01


GA_3723
NM_003750
eukaryotic translation initiation factor 3, subunit 10
30
15
6
17
68
es 2.37
p = 0.00




theta, 150/170 kDa (EIF3S10)


GA_37251
NM_000604
fibroblast growth factor receptor 1 (fms-related
7
1
5
0
13
es 3.50
p = 0.02




tyrosine kinase 2, Pfeiffer syndrome) (FGFR1),




transcript variant 1


GA_3730
NM_003751
eukaryotic translation initiation factor 3, subunit 9
13
5
2
3
23
es 3.90
p = 0.00




eta, 116 kDa (EIF3S9)


GA_37314
NM_003169
suppressor of Ty 5 homolog (S. cerevisiae)
14
6
1
1
22
es 5.26
p = 0.00




(SUPT5H)


GA_37354
NM_015726
H326 (H326)
5
1
1
0
7
es 7.51
p = 0.01


GA_37372
NM_024658
importin 4 (FLJ23338)
12
7
0
3
22
es 3.60
p = 0.00


GA_37389
NM_017647
FtsJ homolog 3 (E. coli) (FTSJ3)
13
7
5
1
26
es 3.00
p = 0.01


GA_37391
NM_004938
death-associated protein kinase 1 (DAPK1)
6
0
0
1
7
es 18.02
p = 0.00


GA_37399
NM_148842
Williams-Beuren syndrome chromosome region 16
10
0
1
2
13
es 10.01
p = 0.00




(WBSCR16), transcript variant 2


GA_37409
NM_021145
cyclin D binding myb-like transcription factor 1 (DMTF1)
5
1
0
2
8
es 5.01
p = 0.03


GA_37424
NM_152742
hypothetical protein DKFZp547M109
6
0
1
2
9
es 6.01
p = 0.01




(DKFZp547M109)


GA_37431
NM_006034
p53-induced protein (PIG11)
7
4
1
0
12
es 4.20
p = 0.01


GA_37478
NM_014670
basic leucine zipper and W2 domains 1 (BZW1)
24
13
11
9
57
es 2.18
p = 0.01


GA_37504
NM_153613
PISC domain containing hypothetical protein
5
1
0
3
9
es 3.75
p = 0.05




(LOC254531)


GA_37536
AK026970
cDNA: FLJ23317 fis, clone HEP12062, highly similar
5
2
1
0
8
es 5.01
p = 0.03




to AF008936syntaxin-16B mRNA


GA_37538
NM_080797
death associated transcription factor 1 (DATF1), transcript
6
0
1
0
7
es 18.02
p = 0.00




variant 3


GA_37589
AL834216
hypothetical protein sequence
4
0
1
0
5
es 12.01
p = 0.02


GA_37595
NM_015062
KIAA0595 protein (KIAA0595)
7
3
0
1
11
es 5.26
p = 0.01


GA_37606
NM_019012
phosphoinositol 3-phosphate-binding protein-2
4
2
0
0
6
es 6.01
p = 0.04




(PEPP2)


GA_37707
NM_022574
PERQ amino acid rich, with GYF domain 1 (PERQ1)
4
0
1
0
5
es 12.01
p = 0.02


GA_37729
NM_005436
DNA segment on chromosome 10 (unique) 170
8
4
1
3
16
es 3.00
p = 0.04




(D10S170)


GA_37737
NM_003707
RuvB-like 1 (E. coli) (RUVBL1)
5
2
0
2
9
es 3.75
p = 0.05


GA_37755
NM_015044
golgi associated, gamma adaptin ear containing,
13
5
0
2
20
es 5.58
p = 0.00




ARF binding protein 2 (GGA2), transcript variant 1


GA_37788
NM_133631
roundabout, axon guidance receptor, homolog 1
7
4
1
0
12
es 4.20
p = 0.01




(Drosophila) (ROBO1), transcript variant 2


GA_37800
NM_032701
hypothetical protein MGC2705 (MGC2705)
4
1
0
1
6
es 6.01
p = 0.04


GA_37805
NM_025222
hypothetical protein PRO2730 (PRO2730)
6
1
3
1
11
es 3.60
p = 0.03


GA_37866
NM_138927
SON DNA binding protein (SON), transcript variant f
6
3
2
0
11
es 3.60
p = 0.03


GA_37877
NM_012215
meningioma expressed antigen 5 (hyaluronidase)
10
4
3
3
20
es 3.00
p = 0.02




(MGEA5)


GA_37884
AB032993
KIAA1167 protein sequence
5
2
1
0
8
es 5.01
p = 0.03


GA_37904
NM_000478
alkaline phosphatase, liver/bone/kidney (ALPL)
4
1
1
0
6
es 6.01
p = 0.04


GA_37914
NM_153464
interleukin enhancer binding factor 3, 90 kDa (ILF3),
9
1
1
0
11
es 13.52
p = 0.00




transcript variant 3


GA_38001
NM_152312
hypothetical protein FLJ35207 (FLJ35207)
4
1
0
0
5
es 12.01
p = 0.02


GA_38023
NM_015846
methyl-CpG binding domain protein 1 (MBD1),
7
0
1
0
8
es 21.02
p = 0.00




transcript variant 1


GA_38029


4
1
0
0
5
es 12.01
p = 0.02


GA_38084
NM_015658
DKFZP564C186 protein (DKFZP564C186)
13
5
3
5
26
es 3.00
p = 0.01


GA_3818
NM_006833
COP9 subunit 6 (MOV34 homolog, 34 kD) (COPS6)
8
1
1
6
16
es 3.00
p = 0.04


GA_38225
NM_007152
zinc finger protein 195 (ZNF195)
4
0
2
0
6
es 6.01
p = 0.04


GA_38238
AL133439
mRNA full length insert cDNA clone EUROIMAGE
4
0
2
0
6
es 6.01
p = 0.04




200978


GA_38243
BM920378
AGENCOURT_6709352 NIH_MGC_122cDNA
5
2
1
1
9
es 3.75
p = 0.05




clone IMAGE: 5750332 5′ sequence


GA_3826
NM_006875
pim-2 oncogene (PIM2)
5
0
1
0
6
es 15.02
p = 0.00


GA_38266
NM_144504
junctional adhesion molecule 1 (JAM1), transcript
18
4
3
8
33
es 3.60
p = 0.00




variant 5


GA_38278
NM_019852
methyltransferase like 3 (METTL3)
8
0
4
3
15
es 3.43
p = 0.02


GA_38283
NM_013411
adenylate kinase 2 (AK2), nuclear gene encoding
16
6
6
3
31
es 3.20
p = 0.00




mitochondrial protein, transcript variant AK2B


GA_38292
NM_005455
zinc finger protein 265 (ZNF265)
6
2
3
0
11
es 3.60
p = 0.03


GA_38304
NM_002394
solute carrier family 3 (activators of dibasic and
4
0
1
0
5
es 12.01
p = 0.02




neutral amino acid transport), member 2 (SLC3A2)


GA_38370
NM_024923
nucleoporin 210 (NUP210)
8
0
2
1
11
es 8.01
p = 0.00


GA_38371
NM_018003
uveal autoantigen with coiled-coil domains and
5
1
1
2
9
es 3.75
p = 0.05




ankyrin repeats (UACA)


GA_38377
NM_033288
KRAB zinc finger protein KR18 (KR18)
5
2
1
0
8
es 5.01
p = 0.03


GA_38426
NG_001332
T cell receptor alpha delta locus (TCRA/TCRD) on
7
1
2
0
10
es 7.01
p = 0.00




chromosome 14


GA_38431
NM_021238
TERA protein (TERA)
26
5
2
8
41
es 5.21
p = 0.00


GA_38500
AB040903
KIAA1470 protein sequence
21
12
7
7
47
es 2.43
p = 0.00


GA_3851
NM_006759
UDP-glucose pyrophosphorylase 2 (UGP2)
17
4
5
2
28
es 4.64
p = 0.00


GA_38548
AB033107
KIAA1281 protein sequence
6
2
0
3
11
es 3.60
p = 0.03


GA_3861
NM_006845
kinesin family member 2C (KIF2C)
9
1
4
1
15
es 4.51
p = 0.00


GA_38627
AL831836
hypothetical protein sequence
5
1
1
2
9
es 3.75
p = 0.05


GA_38635
NM_133370
KIAA1966 protein (KIAA1966)
9
4
4
2
19
es 2.70
p = 0.03


GA_38666
BC000401
splicing factor 3b, subunit 2, 145 kD sequence
16
9
9
6
40
es 2.00
p = 0.04


GA_38677
NM_153280
ubiquitin-activating enzyme E1 (A1S9T and BN75
44
41
10
14
109
es 2.03
p = 0.00




temperature sensitivity complementing) (UBE1),




transcript variant 2


GA_38691
NM_004550
NADH dehydrogenase (ubiquinone) Fe—S protein 2,
9
1
2
6
18
es 3.00
p = 0.02




49 kDa (NADH-coenzyme Q reductase) (NDUFS2)


GA_387
AB020648
KIAA0841 protein sequence
4
1
1
0
6
es 6.01
p = 0.04


GA_38786
NM_138769
mitochondrial Rho 2 (MIRO-2)
8
0
2
3
13
es 4.81
p = 0.01


GA_38804
NM_018249
CDK5 regulatory subunit associated protein 2
5
3
1
0
9
es 3.75
p = 0.05




(CDK5RAP2)


GA_38826
NM_133171
engulfment and cell motility 2 (ced-12 homolog,
4
1
0
1
6
es 6.01
p = 0.04





C. elegans) (ELMO2), transcript variant 1



GA_38854
NM_032228
hypothetical protein FLJ22728 (FLJ22728)
5
2
0
2
9
es 3.75
p = 0.05


GA_38867
NM_018189
hypothetical protein FLJ10713 (FLJ10713)
34
2
6
1
43
es 11.35
p = 0.00


GA_3897
NM_007015
chondromodulin I precursor (CHM-I)
4
0
1
0
5
es 12.01
p = 0.02


GA_3898
NM_006892
DNA (cytosine-5-)-methyltransferase 3 beta
49
2
3
1
55
es 24.53
p = 0.00




(DNMT3B)


GA_3899
NM_144733
E1B-55 kDa-associated protein 5 (E1B-AP5),
23
16
6
7
52
es 2.38
p = 0.00




transcript variant 2


GA_3938
NM_006925
splicing factor, arginine/serine-rich 5 (SFRS5)
29
4
24
6
63
es 2.56
p = 0.00


GA_3984
NM_006114
translocase of outer mitochondrial membrane 40
7
1
2
2
12
es 4.20
p = 0.01




homolog (yeast) (TOMM40)


GA_4038
NM_007223
putative G protein coupled receptor (GPR)
5
2
0
0
7
es 7.51
p = 0.01


GA_4059
NM_007221
polyamine-modulated factor 1 (PMF1)
6
2
2
1
11
es 3.60
p = 0.03


GA_4148
NM_003826
N-ethylmaleimide-sensitive factor attachment
4
1
0
1
6
es 6.01
p = 0.04




protein, gamma (NAPG)


GA_4176
NM_004448
v-erb-b2 erythroblastic leukemia viral oncogene
15
11
2
5
33
es 2.50
p = 0.01




homolog 2, neuro/glioblastoma derived oncogene




homolog (avian) (ERBB2)


GA_4247
NM_001975
enolase 2, (gamma, neuronal) (ENO2)
5
0
2
0
7
es 7.51
p = 0.01


GA_4251
NM_002528
nth endonuclease III-like 1 (E. coli) (NTHL1)
4
0
0
1
5
es 12.01
p = 0.02


GA_4253
NM_004761
RAB2, member RAS oncogene family-like (RAB2L)
6
3
2
0
11
es 3.60
p = 0.03


GA_4255
NM_006929
superkiller viralicidic activity 2-like (S. cerevisiae)
5
4
0
0
9
es 3.75
p = 0.05




(SKIV2L)


GA_4258
NM_080911
uracil-DNA glycosylase (UNG), nuclear gene
9
3
6
0
18
es 3.00
p = 0.02




encoding mitochondrial protein, transcript variant 2


GA_4263
NM_006247
protein phosphatase 5, catalytic subunit (PPP5C)
6
1
3
1
11
es 3.60
p = 0.03


GA_4268
NM_003852
transcriptional intermediary factor 1 (TIF1)
13
4
4
1
22
es 4.34
p = 0.00


GA_4295
NM_005255
cyclin G associated kinase (GAK)
6
3
2
0
11
es 3.60
p = 0.03


GA_4302
NM_005054
RAN binding protein 2-like 1 (RANBP2L1), transcript
4
0
0
1
5
es 12.01
p = 0.02




variant 1


GA_4332
NM_019900
ATP-binding cassette, sub-family C (CFTR/MRP),
8
3
2
1
14
es 4.00
p = 0.01




member 1 (ABCC1), transcript variant 5


GA_4446
NM_002388
MCM3 minichromosome maintenance deficient 3
38
4
8
7
57
es 6.01
p = 0.00




(S. cerevisiae) (MCM3)


GA_4478
AK074826
cDNA FLJ90345 fis, clone NT2RP2002974, highly similar
4
0
0
0
4
es > 4
p = 0.00




to HOMEOBOX PROTEIN SIX5 sequence


GA_4551
NM_007375
TAR DNA binding protein (TARDBP)
17
11
4
5
37
es 2.55
p = 0.01


GA_4568
NM_012100
aspartyl aminopeptidase (DNPEP)
8
1
1
1
11
es 8.01
p = 0.00


GA_458
AF080158
IkB kinase-b sequence
4
0
0
0
4
es > 4
p = 0.00


GA_4619
NM_012295
calcineurin binding protein 1 (CABIN1)
6
4
1
0
11
es 3.60
p = 0.03


GA_4659
NM_134434
RAD54B homolog (RAD54B), transcript variant 2
4
0
2
0
6
es 6.01
p = 0.04


GA_4689
NM_012470
transportin-SR (TRN-SR)
11
4
3
1
19
es 4.13
p = 0.00


GA_4693
NM_012256
zinc finger protein 212 (ZNF212)
5
0
1
2
8
es 5.01
p = 0.03


GA_4694
NM_012482
zinc finger protein 281 (ZNF281)
4
0
0
0
4
es > 4
p = 0.00


GA_4788
NM_016263
Fzr1 protein (FZR1)
5
1
0
3
9
es 3.75
p = 0.05


GA_4802
AB033092
KIAA1266 protein sequence
9
4
2
0
15
es 4.51
p = 0.00


GA_4973
NM_015503
SH2-B homolog (SH2B)
5
2
1
1
9
es 3.75
p = 0.05


GA_5037
AB037847
KIAA1426 protein sequence
6
2
3
0
11
es 3.60
p = 0.03


GA_5052
NM_015705
hypothetical protein DJ1042K10.2 (DJ1042K10.2)
9
2
2
1
14
es 5.41
p = 0.00


GA_5301
NM_145251
serine/threonine/tyrosine interacting protein (STYX)
4
0
0
0
4
es > 4
p = 0.00


GA_5391
NM_002968
sal-like 1 (Drosophila) (SALL1)
7
1
1
0
9
es 10.51
p = 0.00


GA_5470
NM_002610
pyruvate dehydrogenase kinase, isoenzyme 1
4
0
1
1
6
es 6.01
p = 0.04




(PDK1), nuclear gene encoding mitochondrial




protein


GA_5475
NM_012280
FtsJ homolog 1 (E. coli) (FTSJ1)
6
0
1
0
7
es 18.02
p = 0.00


GA_5493
NM_005415
solute carrier family 20 (phosphate transporter),
6
1
0
3
10
es 4.51
p = 0.02




member 1 (SLC20A1)


GA_5504
NM_007318
presenilin 1 (Alzheimer disease 3) (PSEN1),
5
1
1
2
9
es 3.75
p = 0.05




transcript variant I-463


GA_5513
NM_014324
alpha-methylacyl-CoA racemase (AMACR)
4
0
1
0
5
es 12.01
p = 0.02


GA_5534
NM_014316
calcium regulated heat stable protein 1, 24 kDa
8
1
3
1
13
es 4.81
p = 0.01




(CARHSP1)


GA_5620
NM_014516
CCR4-NOT transcription complex, subunit 3 (CNOT3)
8
5
1
2
16
es 3.00
p = 0.04


GA_5622
NM_014434
NADPH-dependent FMN and FAD containing
5
0
1
0
6
es 15.02
p = 0.00




oxidoreductase (NR1)


GA_5665
NM_014264
serine/threonine kinase 18 (STK18)
5
1
1
2
9
es 3.75
p = 0.05


GA_5703
NM_134264
SOCS box-containing WD protein SWiP-1 (WSB1),
44
29
9
12
94
es 2.64
p = 0.00




transcript variant 3


GA_5729
NM_015456
cofactor of BRCA1 (COBRA1)
7
2
2
0
11
es 5.26
p = 0.01


GA_5735
NM_015537
DKFZP586J1624 protein (DKFZP586J1624)
4
1
0
1
6
es 6.01
p = 0.04


GA_5811
NM_014669
KIAA0095 gene product (KIAA0095)
10
3
4
0
17
es 4.29
p = 0.00


GA_5829
NM_014773
KIAA0141 gene product (KIAA0141)
8
1
2
3
14
es 4.00
p = 0.01


GA_5836
NM_014865
chromosome condensation-related SMC-associated
12
5
4
2
23
es 3.28
p = 0.01




protein 1 (KIAA0159)


GA_5906
NM_014675
KIAA0445 gene product (KIAA0445)
5
3
1
0
9
es 3.75
p = 0.05


GA_5911
NM_014857
KIAA0471 gene product (KIAA0471)
4
0
0
2
6
es 6.01
p = 0.04


GA_5954
NM_014871
KIAA0710 gene product (KIAA0710)
5
2
0
0
7
es 7.51
p = 0.01


GA_5961
NM_014828
chromosome 14 open reading frame 92 (C14orf92)
7
3
0
3
13
es 3.50
p = 0.02


GA_5981
NM_014921
lectomedin-2 (KIAA0821)
11
5
0
1
17
es 5.51
p = 0.00


GA_6007
NM_014962
BTB (POZ) domain containing 3 (BTBD3)
7
0
3
3
13
es 3.50
p = 0.02


GA_6011
NM_014963
KIAA0963 protein (KIAA0963)
4
1
0
0
5
es 12.01
p = 0.02


GA_6106
NM_015888
hook1 protein (HOOK1)
5
0
0
1
6
es 15.02
p = 0.00


GA_6133
NM_016335
proline dehydrogenase (oxidase) 1 (PRODH),
5
1
2
0
8
es 5.01
p = 0.03




nuclear gene encoding mitochondrial protein


GA_6139
NM_016448
RA-regulated nuclear matrix-associated protein
6
1
2
0
9
es 6.01
p = 0.01




(RAMP)


GA_6232
NM_016223
protein kinase C and casein kinase substrate in
5
1
1
1
8
es 5.01
p = 0.03




neurons 3 (PACSIN3)


GA_6271
NM_016518
pipecolic acid oxidase (PIPOX)
4
0
0
0
4
es > 4
p = 0.00


GA_6317
NM_015935
CGI-01 protein (CGI-01)
7
2
1
3
13
es 3.50
p = 0.02


GA_638
AB024494
huntingtin interacting protein 3 sequence
4
0
2
0
6
es 6.01
p = 0.04


GA_6438
NM_002889
retinoic acid receptor responder (tazarotene
4
0
0
1
5
es 12.01
p = 0.02




induced) 2 (RARRES2)


GA_6445
NM_017424
cat eye syndrome chromosome region, candidate 1
10
2
2
4
18
es 3.75
p = 0.01




(CECR1)


GA_6460
NM_017415
kelch-like 3 (Drosophila) (KLHL3)
4
0
0
0
4
es > 4
p = 0.00


GA_6649
NM_148956
Williams Beuren syndrome chromosome region 20A
4
0
0
0
4
es > 4
p = 0.00




(WBSCR20A), transcript variant 1


GA_6665
NM_018077
hypothetical protein FLJ10377 (FLJ10377)
7
0
2
3
12
es 4.20
p = 0.01


GA_6669
NM_018085
importin 9 (FLJ10402)
12
0
3
3
18
es 6.01
p = 0.00


GA_6673
NM_018093
hypothetical protein FLJ10439 (FLJ10439)
5
2
0
2
9
es 3.75
p = 0.05


GA_6731
NM_018182
hypothetical protein FLJ10700 (FLJ10700)
7
0
2
1
10
es 7.01
p = 0.00


GA_6742
NM_018198
hypothetical protein FLJ10737 (FLJ10737)
8
4
3
0
15
es 3.43
p = 0.02


GA_6760
NM_018228
chromosome 14 open reading frame 115
13
1
0
0
14
es 39.05
p = 0.00




(C14orf115)


GA_6806
NM_018303
homolog of yeast Sec5 (SEC5)
5
1
1
1
8
es 5.01
p = 0.03


GA_6905
NM_017722
hypothetical protein FLJ20244 (FLJ20244)
4
1
0
1
6
es 6.01
p = 0.04


GA_6957
NM_017815
chromosome 14 open reading frame 94 (C14orf94)
4
0
0
1
5
es 12.01
p = 0.02


GA_6975
NM_017840
mitochondrial ribosomal protein L16 (MRPL16),
6
0
2
2
10
es 4.51
p = 0.02




nuclear gene encoding mitochondrial protein


GA_7078
NM_015148
PAS domain containing serine/threonine kinase
5
0
0
0
5
es > 4
p = 0.00




(PASK)


GA_7155
NM_007098
clathrin, heavy polypeptide-like 1 (CLTCL1),
4
0
1
0
5
es 12.01
p = 0.02




transcript variant 2


GA_7158
NM_017489
telomeric repeat binding factor (NIMA-interacting) 1
14
3
2
3
22
es 5.26
p = 0.00




(TERF1), transcript variant 1


GA_7170
NM_019013
hypothetical protein FLJ10156 (FLJ10156)
7
1
3
2
13
es 3.50
p = 0.02


GA_7178
NM_019079
hypothetical protein FLJ10884 (FLJ10884)
34
2
4
1
41
es 14.59
p = 0.00


GA_7334
NM_020347
leucine zipper transcription factor-like 1 (LZTFL1)
6
2
1
0
9
es 6.01
p = 0.01


GA_7382
AB040878
KIAA1445 protein sequence
7
1
0
2
10
es 7.01
p = 0.00


GA_7542


21
0
4
0
25
es 15.77
p = 0.00


GA_7691
D42046
The ha3631 gene product is related to S. cerevisiae
4
1
1
0
6
es 6.01
p = 0.04




protein encoded in chromosome VIII. sequence


GA_8100
NM_054013
mannosyl (alpha-1,3-)-glycoprotein beta-1,4-N-
5
1
1
2
9
es 3.75
p = 0.05




acetylglucosaminyltransferase, isoenzyme B




(MGAT4B), transcript variant 2


GA_8103
NM_144570
HN1 like (HN1L)
14
2
4
4
24
es 4.20
p = 0.00


GA_8119
NM_012266
DnaJ (Hsp40) homolog, subfamily B, member 5
4
1
0
1
6
es 6.01
p = 0.04




(DNAJB5)


GA_8152
AK095108
cDNA FLJ37789 fis, clone BRHIP3000081
6
2
1
0
9
es 6.01
p = 0.01




sequence


GA_82
NM_015545
KIAA0632 protein (KIAA0632)
5
1
1
1
8
es 5.01
p = 0.03


GA_8484
AK026658
cDNA: FLJ23005 fis, clone LNG00396, highly similar
4
0
0
0
4
es > 4
p = 0.00




to AF055023clone 24723 mRNA sequence


GA_8559
NM_022497
mitochondrial ribosomal protein S25 (MRPS25),
6
1
3
1
11
es 3.60
p = 0.03




nuclear gene encoding mitochondrial protein


GA_8603
NM_007175
chromosome 8 open reading frame 2 (C8orf2)
7
3
1
1
12
es 4.20
p = 0.01


GA_8667


4
0
0
0
4
es > 4
p = 0.00


GA_8686
Z24725
mitogen inducible gene mig-2 sequence
10
3
0
3
16
es 5.01
p = 0.00


GA_8730
AK098833
cDNA FLJ25967 fis, clone CBR01929 sequence
10
3
2
0
15
es 6.01
p = 0.00


GA_8803
NM_000533
proteolipid protein 1 (Pelizaeus-Merzbacher disease,
6
3
0
0
9
es 6.01
p = 0.01




spastic paraplegia 2, uncomplicated) (PLP1)


GA_8862
AK091593
cDNA FLJ34274 fis, clone FEBRA2003327
5
0
0
0
5
es > 4
p = 0.00




sequence


GA_9014


6
0
1
1
8
es 9.01
p = 0.00


GA_9162
AF311912
pancreas tumor-related protein sequence
7
1
0
4
12
es 4.20
p = 0.01


GA_9163
NM_138639
BCL2-like 12 (proline rich) (BCL2L12), transcript
8
1
3
0
12
es 6.01
p = 0.00




variant 1


GA_9167
AF308602
NOTCH 1 sequence
6
2
1
0
9
es 6.01
p = 0.01


GA_9183
NM_007129
Zic family member 2 (odd-paired homolog, Drosophila)
8
1
1
0
10
es 12.01
p = 0.00




(ZIC2)


GA_9257
NM_005088
DNA segment on chromosome X and Y (unique) 155
4
1
0
1
6
es 6.01
p = 0.04




expressed sequence (DXYS155E)


GA_9338
NM_020436
similar to SALL1 (sal (Drosophila)-like (LOC57167)
11
2
3
0
16
es 6.61
p = 0.00


GA_9365
NM_021078
GCN5 general control of amino-acid synthesis 5-like
7
1
2
1
11
es 5.26
p = 0.01




2 (yeast) (GCN5L2)


GA_9384
NM_020997
left-right determination, factor B (LEFTB)
4
0
1
0
5
es 12.01
p = 0.02


GA_9388
NM_021643
GS3955 protein (GS3955)
7
1
0
2
10
es 7.01
p = 0.00


GA_9488
NM_007372
RNA helicase-related protein (RNAHP)
12
7
1
6
26
es 2.57
p = 0.02


GA_9571
NM_022130
golgi phosphoprotein 3 (coat-protein) (GOLPH3)
6
2
2
1
11
es 3.60
p = 0.03


GA_9593
NM_022372
G protein beta subunit-like (GBL)
6
0
1
1
8
es 9.01
p = 0.00


GA_96
NM_012297
Ras-GTPase activating protein SH3 domain-binding
19
9
6
8
42
es 2.48
p = 0.00




protein 2 (KIAA0660)


GA_9664
NM_015339
activity-dependent neuroprotector (ADNP)
7
1
2
2
12
es 4.20
p = 0.01


GA_9688
NM_022767
hypothetical protein FLJ12484 (FLJ12484)
14
3
1
3
21
es 6.01
p = 0.00


GA_9697
NM_022778
hypothetical protein DKFZp434L0117
6
2
1
0
9
es 6.01
p = 0.01




(DKFZP434L0117)


GA_9784
NM_021873
cell division cycle 25B (CDC25B), transcript variant 3
5
2
0
1
8
es 5.01
p = 0.03


GA_9829
BM454622
AGENCOURT_6406365 NIH_MGC_92cDNA clone
6
1
1
0
8
es 9.01
p = 0.00




IMAGE: 5583082 5′ sequence


GA_9952
BC003542
Unknown (protein for IMAGE: 3611719) sequence
6
0
1
0
7
es 18.02
p = 0.00


GA_9996
NM_005911
methionine adenosyltransferase II, alpha (MAT2A)
27
8
9
14
58
es 2.62
p = 0.00
















TABLE 6







EST Frequency of Genes that Up-regulate upon Differentiation










EST counts
















Geron ID
GenBank ID
Name
ES
EB
preHEP
preNeu
Total
Relative Expression



















GA_10484
AK056774
unnamed protein product sequence
4
153
17
34
208
es 0.06
p = 0.00


GA_10493
NM_023009
MARCKS-like protein (MLP)
6
7
15
32
60
es 0.33
p = 0.01


GA_1071
NM_001641
APEX nuclease (multifunctional DNA repair
5
13
15
12
45
es 0.38
p = 0.04




enzyme) 1 (APEX1), transcript variant 1


GA_11334
NM_032272
homolog of yeast MAF1 (MAF1)
0
4
7
1
12
es 0.00
p = 0.05


GA_11407
NM_015070
KIAA0853 protein (KIAA0853)
0
2
2
8
12
es 0.00
p = 0.05


GA_12217
BC009917
Unknown (protein for MGC: 2764) sequence
0
7
3
5
15
es 0.00
p = 0.03


GA_1222
NM_001901
connective tissue growth factor (CTGF)
2
26
4
14
46
es 0.14
p = 0.00


GA_12727
NM_004926
zinc finger protein 36, C3H type-like 1 (ZFP36L1)
3
8
12
22
45
es 0.21
p = 0.00


GA_1336
NM_002024
fragile X mental retardation 1 (FMR1)
0
3
4
7
14
es 0.00
p = 0.03


GA_1353
NM_002051
GATA binding protein 3 (GATA3)
0
2
8
2
12
es 0.00
p = 0.05


GA_1403
NM_001530
hypoxia-inducible factor 1, alpha subunit (basic
4
22
5
8
39
es 0.34
p = 0.04




helix-loop-helix transcription factor) (HIF1A)


GA_1432
NM_002166
inhibitor of DNA binding 2, dominant negative helix-
1
3
17
4
25
es 0.13
p = 0.01




loop-helix protein (ID2)


GA_1476
NM_002276
keratin 19 (KRT19)
1
26
14
38
79
es 0.04
p = 0.00


GA_1545
NM_002512
non-metastatic cells 2, protein (NM23B) expressed
3
6
7
16
32
es 0.31
p = 0.04




in (NME2), nuclear gene encoding mitochondrial




protein


GA_1556
NM_003633
ectodermal-neural cortex (with BTB-like domain)
1
5
2
28
36
es 0.09
p = 0.00




(ENC1)


GA_1735
NM_002806
proteasome (prosome, macropain) 26S subunit,
1
7
7
8
23
es 0.14
p = 0.03




ATPase, 6 (PSMC6)


GA_1736
NM_002814
proteasome (prosome, macropain) 26S subunit,
0
4
10
5
19
es 0.00
p = 0.01




non-ATPase, 10 (PSMD10)


GA_1841
NM_000979
ribosomal protein L18 (RPL18)
4
6
36
35
81
es 0.16
p = 0.00


GA_1843
NM_000982
ribosomal protein L21 (RPL21)
1
7
48
42
98
es 0.03
p = 0.00


GA_1850
BC020169
clone IMAGE: 3543815, partial cds
0
2
8
11
21
es 0.00
p = 0.00


GA_1857
NM_000999
ribosomal protein L38 (RPL38)
1
2
12
10
25
es 0.13
p = 0.01


GA_1866
NM_002950
ribophorin I (RPN1)
3
12
10
14
39
es 0.25
p = 0.01


GA_1886
NM_001009
ribosomal protein S5 (RPS5)
8
14
46
30
98
es 0.27
p = 0.00


GA_1977
NM_003134
signal recognition particle 14 kDa (homologous Alu
1
4
18
12
35
es 0.09
p = 0.00




RNA binding protein) (SRP14)


GA_2014
NM_003564
transgelin 2 (TAGLN2)
5
31
8
28
72
es 0.22
p = 0.00


GA_2039
NM_003246
thrombospondin 1 (THBS1)
0
3
2
7
12
es 0.00
p = 0.05


GA_23018
NM_005336
high density lipoprotein binding protein; vigilin
11
37
17
21
86
es 0.44
p = 0.01




sequence


GA_23176


2
18
3
7
30
es 0.21
p = 0.02


GA_23180
AB009010
polyubiquitin UbC, complete cds
7
16
23
26
72
es 0.32
p = 0.00


GA_23653
NM_003289
tropomyosin 2 (beta) (TPM2)
2
14
7
8
31
es 0.21
p = 0.01


GA_23969


0
1
181
20
202
es 0.00
p = 0.00


GA_24037


0
1
6
5
12
es 0.00
p = 0.05


GA_2524
NM_004415
desmoplakin (DPI, DPII) (DSP)
3
14
5
23
45
es 0.21
p = 0.00


GA_2597
NM_138610
H2A histone family, member Y (H2AFY), transcript
1
5
5
14
25
es 0.13
p = 0.01




variant 3


GA_2627
NM_004905
anti-oxidant protein 2 (non-selenium glutathione
3
6
11
17
37
es 0.27
p = 0.01




peroxidase, acidic calcium-independent




phospholipase A2) (AOP2)


GA_2702
NM_000942
peptidylprolyl isomerase B (cyclophilin B) (PPIB)
5
6
7
26
44
es 0.39
p = 0.04


GA_2752
NM_004175
small nuclear ribonucleoprotein D3 polypeptide
0
1
9
4
14
es 0.00
p = 0.03




18 kDa (SNRPD3)


GA_2782
NM_004786
thioredoxin-like, 32 kDa (TXNL)
0
4
1
10
15
es 0.00
p = 0.03


GA_2808
NM_001154
annexin A5 (ANXA5)
2
14
4
11
31
es 0.21
p = 0.01


GA_2968
BC007090
histidine triad nucleotide-binding protein, clone
0
1
11
9
21
es 0.00
p = 0.00




MGC: 14708 IMAGE: 4250172, complete cds


GA_3016
NM_001873
carboxypeptidase E (CPE)
1
8
4
9
22
es 0.14
p = 0.02


GA_3026
NM_005722
ARP2 actin-related protein 2 homolog (yeast)
6
19
7
19
51
es 0.40
p = 0.03




(ACTR2)


GA_3033
NM_005717
actin related protein ⅔ complex, subunit 5, 16 kDa
3
10
8
19
40
es 0.24
p = 0.01




(ARPC5)


GA_3036
NM_152862
actin related protein ⅔ complex, subunit 2, 34 kDa
1
9
3
7
20
es 0.16
p = 0.04




(ARPC2), transcript variant 1


GA_3126
NM_005620
S100 calcium binding protein A11 (calgizzarin)
0
1
7
37
45
es 0.00
p = 0.00




(S100A11)


GA_3132
NM_005625
syndecan binding protein (syntenin) (SDCBP)
1
3
10
10
24
es 0.13
p = 0.02


GA_3260
NM_006004
ubiquinol-cytochrome c reductase hinge protein
1
4
12
5
22
es 0.14
p = 0.02




(UQCRH)


GA_3283
NM_004484
glypican 3 (GPC3)
1
6
7
12
26
es 0.12
p = 0.01


GA_3294
NM_006476
ATP synthase, H+ transporting, mitochondrial F0
0
1
3
11
15
es 0.00
p = 0.03




complex, subunit g (ATP5L)


GA_33625
NM_058179
phosphoserine aminotransferase (PSA), transcript
2
8
5
14
29
es 0.22
p = 0.03




variant 1


GA_33660
BF528488
602043661F1 NCI_CGAP_Brn67cDNA clone
0
7
7
2
16
es 0.00
p = 0.02




IMAGE: 4181462 5′ sequence


GA_33787
AL832673
mRNA; cDNA DKFZp313B1017 (from clone
0
3
4
6
13
es 0.00
p = 0.05




DKFZp313B1017) sequence


GA_3403
NM_006142
stratifin (SFN)
0
2
1
14
17
es 0.00
p = 0.01


GA_3431
NM_006294
ubiquinol-cytochrome c reductase binding protein
0
2
9
7
18
es 0.00
p = 0.01




(UQCRB)


GA_3435
NM_006472
thioredoxin interacting protein (TXNIP)
4
14
16
11
45
es 0.29
p = 0.01


GA_34569
NM_003299
tumor rejection antigen (gp96) 1 (TRA1)
3
9
27
20
59
es 0.16
p = 0.00


GA_34776
NM_002273
keratin 8 (KRT8)
9
71
144
156
380
es 0.07
p = 0.00


GA_34912
NM_006367
adenylyl cyclase-associated protein (CAP)
9
24
10
31
74
es 0.42
p = 0.01


GA_34930
NM_000700
annexin A1 (ANXA1)
2
12
3
15
32
es 0.20
p = 0.01


GA_35086
NM_002128
high-mobility group box 1 (HMGB1)
1
3
8
8
20
es 0.16
p = 0.04


GA_35179
NM_001402
eukaryotic translation elongation factor 1 alpha 1
16
29
43
63
151
es 0.36
p = 0.00




(EEF1A1)


GA_3530
NM_002539
ornithine decarboxylase 1 (ODC1)
1
10
8
9
28
es 0.11
p = 0.01


GA_35369
NM_003374
voltage-dependent anion channel 1 (VDAC1)
1
5
6
10
22
es 0.14
p = 0.02


GA_35434
NM_006094
deleted in liver cancer 1 (DLC1)
0
8
1
5
14
es 0.00
p = 0.03


GA_35463
NM_024298
leukocyte receptor cluster (LRC) member 4
0
4
9
8
21
es 0.00
p = 0.00




(LENG4)


GA_3560
NM_003079
SWI/SNF related, matrix associated, actin
2
5
11
11
29
es 0.22
p = 0.03




dependent regulator of chromatin, subfamily e,




member 1 (SMARCE1)


GA_35641
BC029424
similar to weakly similar to glutathione peroxidase 2
1
11
5
3
20
es 0.16
p = 0.04




sequence


GA_35978
NM_006830
ubiquinol-cytochrome c reductase (6.4 kD) subunit
0
1
4
7
12
es 0.00
p = 0.05




(UQCR)


GA_3617
NM_000391
ceroid-lipofuscinosis, neuronal 2, late infantile
1
4
15
2
22
es 0.14
p = 0.02




(Jansky-Bielschowsky disease) (CLN2)


GA_36322
NM_001554
cysteine-rich, angiogenic inducer, 61 (CYR61)
0
3
3
7
13
es 0.00
p = 0.05


GA_36460
NM_001300
core promoter element binding protein (COPEB)
0
6
2
7
15
es 0.00
p = 0.03


GA_3652
NM_005556
keratin 7 (KRT7)
0
9
1
14
24
es 0.00
p = 0.00


GA_36638
NM_002954
ribosomal protein S27a (RPS27A)
3
5
37
35
80
es 0.12
p = 0.00


GA_36721
NM_005134
protein phosphatase 4, regulatory subunit 1
0
8
2
6
16
es 0.00
p = 0.02




(PPP4R1)


GA_36891
NM_001019
ribosomal protein S15a (RPS15A)
0
2
50
32
84
es 0.00
p = 0.00


GA_36932
NM_015338
KIAA0978 protein (KIAA0978)
0
5
3
5
13
es 0.00
p = 0.05


GA_3707
NM_003816
a disintegrin and metalloproteinase domain 9
0
8
1
3
12
es 0.00
p = 0.05




(meltrin gamma) (ADAM9)


GA_37238
NM_021019
myosin, light polypeptide 6, alkali, smooth muscle
0
2
2
12
16
es 0.00
p = 0.02




and non-muscle (MYL6), transcript variant 1


GA_37377
NM_000516
GNAS complex locus (GNAS), transcript variant 1
12
16
27
38
93
es 0.44
p = 0.01


GA_37494
NM_001305
claudin 4 (CLDN4)
1
2
10
12
25
es 0.13
p = 0.01


GA_37508
NM_000994
ribosomal protein L32 (RPL32)
2
6
26
35
69
es 0.09
p = 0.00


GA_37557
NM_152437
hypothetical protein DKFZp761B128
1
7
13
3
24
es 0.13
p = 0.02




(DKFZp761B128)


GA_37660
NM_001749
calpain, small subunit 1 (CAPNS1)
4
7
11
20
42
es 0.32
p = 0.02


GA_37689
AK022962
cDNA FLJ12900 fis, clone NT2RP2004321
0
4
6
2
12
es 0.00
p = 0.05




sequence


GA_37776
NM_000366
tropomyosin 1 (alpha) (TPM1)
24
46
37
74
181
es 0.46
p = 0.00


GA_3782
NM_003968
ubiquitin-activating enzyme E1C (UBA3 homolog,
0
1
5
6
12
es 0.00
p = 0.05




yeast) (UBE1C)


GA_3789
NM_006818
ALL1-fused gene from chromosome 1q (AF1Q)
0
17
1
11
29
es 0.00
p = 0.00


GA_38037
NM_033480
F-box only protein 9 (FBXO9), transcript variant 2
0
4
4
4
12
es 0.00
p = 0.05


GA_3812
NM_006854
KDEL (Lys-Asp-Glu-Leu) endoplasmic reticulum
3
12
5
17
37
es 0.27
p = 0.01




protein retention receptor 2 (KDELR2)


GA_38124
NM_000269
non-metastatic cells 1, protein (NM23A) expressed
1
2
8
13
24
es 0.13
p = 0.02




in (NME1)


GA_38191
NM_000224
keratin 18 (KRT18)
8
46
50
119
223
es 0.11
p = 0.00


GA_38341
NM_006931
solute carrier family 2 (facilitated glucose
28
49
45
85
207
es 0.47
p = 0.00




transporter), member 3 (SLC2A3)


GA_38503
NM_000612
insulin-like growth factor 2 (somatomedin A) (IGF2)
0
17
4
21
42
es 0.00
p = 0.00


GA_38528
NM_012062
dynamin 1-like (DNM1L), transcript variant 1
0
5
4
3
12
es 0.00
p = 0.05


GA_38545
NM_005801
putative translation initiation factor (SUI1)
1
14
15
19
49
es 0.06
p = 0.00


GA_38563
NM_021005
nuclear receptor subfamily 2, group F, member 2
0
9
8
9
26
es 0.00
p = 0.00




(NR2F2)


GA_3857
NM_006644
heat shock 105 kD (HSP105B)
1
11
3
7
22
es 0.14
p = 0.02


GA_38570
NM_033150
collagen, type II, alpha 1 (primary osteoarthritis,
0
15
31
5
51
es 0.00
p = 0.00




spondyloepiphyseal dysplasia, congenital)




(COL2A1), transcript variant 2


GA_38790
NM_001743
calmodulin 2 (phosphorylase kinase, delta)
15
23
36
37
111
es 0.47
p = 0.00




(CALM2)


GA_38817
NM_013341
hypothetical protein PTD004 (PTD004)
0
4
5
3
12
es 0.00
p = 0.05


GA_38830
NM_006013
ribosomal protein L10 (RPL10)
12
13
71
81
177
es 0.22
p = 0.00


GA_3892
NM_006888
calmodulin 1 (phosphorylase kinase, delta)
1
3
11
9
24
es 0.13
p = 0.02




(CALM1)


GA_3973
NM_144497
A kinase (PRKA) anchor protein (gravin) 12
0
17
1
20
38
es 0.00
p = 0.00




(AKAP12), transcript variant 2


GA_3977
NM_005139
annexin A3 (ANXA3)
0
3
4
10
17
es 0.00
p = 0.01


GA_4045
NM_003897
immediate early response 3 (IER3), transcript
1
14
2
4
21
es 0.15
p = 0.04




variant short


GA_4132
NM_002305
lectin, galactoside-binding, soluble, 1 (galectin 1)
0
5
2
7
14
es 0.00
p = 0.03




(LGALS1)


GA_4182
NM_001202
bone morphogenetic protein 4 (BMP4), transcript
0
7
6
4
17
es 0.00
p = 0.01




variant 1


GA_4395
NM_003145
signal sequence receptor, beta (translocon-
6
17
12
14
49
es 0.42
p = 0.05




associated protein beta) (SSR2)


GA_4418
NM_004800
transmembrane 9 superfamily member 2 (TM9SF2)
0
7
2
8
17
es 0.00
p = 0.01


GA_4615
NM_012286
MORF-related gene X (MRGX)
10
22
16
23
71
es 0.49
p = 0.04


GA_4640
NM_012342
putative transmembrane protein (NMA)
1
8
3
10
22
es 0.14
p = 0.02


GA_4914
NM_016282
adenylate kinase 3 like 1 (AK3L1)
0
2
6
4
12
es 0.00
p = 0.05


GA_5243
NM_139207
nucleosome assembly protein 1-like 1 (NAP1L1),
7
19
28
25
79
es 0.29
p = 0.00




transcript variant 1


GA_5387
NM_002047
glycyl-tRNA synthetase (GARS)
8
9
34
34
85
es 0.31
p = 0.00


GA_5557
NM_014211
gamma-aminobutyric acid (GABA) A receptor, pi
1
3
4
13
21
es 0.15
p = 0.04




(GABRP)


GA_5730
NM_015641
testis derived transcript (3 LIM domains) (TES),
0
2
2
9
13
es 0.00
p = 0.05




transcript variant 1


GA_5992
NM_014899
Rho-related BTB domain containing 3 (RHOBTB3)
0
10
7
13
30
es 0.00
p = 0.00


GA_6118
NM_016403
hypothetical protein HSPC148 (HSPC148)
0
2
7
3
12
es 0.00
p = 0.05


GA_6136
NM_016368
myo-inositol 1-phosphate synthase A1 (ISYNA1)
1
7
5
16
29
es 0.11
p = 0.00


GA_6165
NM_015853
ORF (LOC51035)
1
5
9
5
20
es 0.16
p = 0.04


GA_6219
NM_016139
16.7 Kd protein (LOC51142)
1
5
13
14
33
es 0.09
p = 0.00


GA_6381
NM_016641
membrane interacting protein of RGS16 (MIR16)
0
2
3
7
12
es 0.00
p = 0.05


GA_6388
NM_016145
PTD008 protein (PTD008)
0
1
2
10
13
es 0.00
p = 0.05


GA_6437
NM_016732
RNA binding protein (autoantigenic, hnRNP-
2
6
7
12
27
es 0.24
p = 0.04




associated with lethal yellow) (RALY), transcript




variant 1


GA_6481
NM_014380
nerve growth factor receptor (TNFRSF16)
1
4
8
17
30
es 0.10
p = 0.00




associated protein 1 (NGFRAP1)


GA_7280
NM_020199
HTGN29 protein (HTGN29)
0
6
2
6
14
es 0.00
p = 0.03


GA_7286
NM_172316
Meis1, myeloid ecotropic viral integration site 1
0
4
2
10
16
es 0.00
p = 0.02




homolog 2 (mouse) (MEIS2), transcript variant h


GA_749
BC015794
Unknown (protein for MGC: 8837) sequence
0
4
4
9
17
es 0.00
p = 0.01


GA_7520
NM_003486
solute carrier family 7 (cationic amino acid
2
20
3
20
45
es 0.14
p = 0.00




transporter, y+ system), member 5 (SLC7A5)


GA_7635
NM_170746
selenoprotein H (SELH)
0
1
10
2
13
es 0.00
p = 0.05


GA_8275
NM_012203
glyoxylate reductase/hydroxypyruvate reductase
0
3
2
12
17
es 0.00
p = 0.01




(GRHPR)


GA_8627
NM_006868
RAB31, member RAS oncogene family (RAB31)
0
5
1
7
13
es 0.00
p = 0.05


GA_8674
NM_000598
insulin-like growth factor binding protein 3 (IGFBP3)
1
15
4
3
23
es 0.14
p = 0.03


GA_8980
NM_005347
heat shock 70 kDa protein 5 (glucose-regulated
10
29
15
30
84
es 0.41
p = 0.01




protein, 78 kDa) (HSPA5)


GA_9152
NM_005324
H3 histone, family 3B (H3.3B) (H3F3B)
20
26
57
49
152
es 0.46
p = 0.00


GA_9196
NM_000404
galactosidase, beta 1 (GLB1), transcript variant
0
6
10
7
23
es 0.00
p = 0.00




179423


GA_9251
NM_004373
cytochrome c oxidase subunit VIa polypeptide 1
0
3
7
8
18
es 0.00
p = 0.01




(COX6A1), nuclear gene encoding mitochondrial




protein


GA_9266
NM_021104
ribosomal protein L41 (RPL41)
6
9
70
75
160
es 0.12
p = 0.00


GA_9649
NM_014604
Tax interaction protein 1 (TIP-1)
0
8
5
5
18
es 0.00
p = 0.01


GA_9734
NM_022908
hypothetical protein FLJ12442 (FLJ12442)
0
3
2
14
19
es 0.00
p = 0.01









Example 3
Microarray Analysis for Other Differentially Expressed Genes

In another series of experiments, the level of gene expression was tested at the mRNA level in microarrays.


Genes were selected from the non-redundant set of gene assemblies from the four cDNA libraries described in Example 1, based on their novelty and possible interest as markers. An additional 7,000 sequence-verified clones were obtained from Research Genetics (Huntsville Ala.) and incorporated into an array with a control set of ˜200 known housekeeping genes. Each clone was grown overnight in 96-well format and DNA purified using the Qiagen 96-well DNA kit. The DNA templates were PCR amplified in 100 μL reactions. PCR product was then purified using the Arraylt™ PCR Purification Kit (Telechem, Sunnyvale Calif.) according to manufacturer instructions. Product was dried down, resuspended in 50% DMSO and Arraylt™ Microprinting solution (Telechem, Sunnyvale Calif.) and arrayed onto GAPS™ amino silane coated slides (Corning Inc., Acton Mass.) using a GMS 417 Arrayer (Affymetrix, Santa Clara, Calif.). After printing, slides were humidified and snap heated, baked at 80° for 4 h, then blocked with succinic anhydride.


Total RNA from undifferentiated ES cells, embryoid body cells (EB), retinoic acid treated (preNeu), and DMSO treated (PreHep) cells S, EB, RA-treated, and DMSO-treated cells (10 μg, 15 μg, and 20 μg for sensitivity) was then reverse transcriptase labeled with Cy3 or Cy5 fluorophores, and competitively hybridized to the microarrays overnight at 42° C. in 50% formamide and Sigma hybridization buffer. Undifferentiated ES RNA was directly and indirectly compared with RNA from all other cell types. Experiments were repeated at least 5 times each, and dye reversed. Stratagene Universal Human Reference RNA (Cat. #740000) was used as the indirect comparator. Arrays were washed repeatedly and scanned using a GenePix™ 4000A microarray scanner (Axon Instruments, Fremont Calif.).


Image processing, data extraction and preliminary quality control were performed using GenePix™ Pro 3.0.6 (Axon Instruments). Quality control calculations involved quantifying overall signal intensities, statistical means and medians of pixel intensities and spot morphologies. Extracted data was further analyzed based on statistical algorithms of signal-to-noise, sensitivity range, and reproducibility. Data was then loaded into the GeneSpring™ database and analysis program. Of particular interest were genes that showed reproducible expression differences of 2-fold in either direction, especially when the change occurred upon differentiation to all three differentiated cell types.


The following table lists genes that were identified as being downregulated or upregulated in their expression level upon differentiation into EB, preHEP, or preNEU cells. EST counts are provided from the data generated in the previous example.









TABLE 7







Microarray Analysis - Genes that Decrease Expression upon Differentiation










Fold Change
EST Counts















Geron ID
GenBank ID
Name
RA
DMSO
ES
EB
preHep
preNeu


















GA_1674
NM_002701
POU domain, class 5, transcription factor
−3.61
−10.68
24
1
2
0




1 (POU5F1)


GA_9384
NM_020997
left-right determination, factor B (LEFTB)
−4.88
−5.48
4
0
1
0


GA_37788
NM_133631
roundabout, axon guidance receptor,
−7.93
−2.9
7
4
1
0




homolog 1


GA_12173
NM_021912
gamma-aminobutyric acid (GABA) A
−3.37
−2.16
4
0
0
0




receptor, beta 3 (GABRB3)


GA_37606
NM_019012
phosphoinositol 3-phosphate-binding
−2.96
−9.99
4
2
0
0




protein-2 (PEPP2)


GA_1470
NM_003740
potassium channel, subfamily K, member
−2.93
−2.47
4
0
0
1




5 (KCNK5)


GA_2937
NM_005207
v-crk sarcoma virus CT10 oncogene
−2.29
−3.78
6
1
0
0




homolog (avian)-like (CRKL)


GA_10513
NM_033209
Thy-1 co-transcribed (LOC94105)
−2.21
−3.39
7
2
2
1


GA_36957
NM_024642
N-acetylgalactosaminyltransferase 12
−3.24
−5.05
4
0
1
1




(GalNAc-T12) (GALNT12)


GA_36420
NM_001064
transketolase (Wernicke-Korsakoff
−2.25
−2.28
14
17
11
17




syndrome) (TKT)


GA_1677
NM_003712
phosphatidic acid phosphatase type 2C
−2.46
−2.71
1
0
0
0




(PPAP2C)


GA_36793
NM_152295
threonyl-tRNA synthetase (TARS)
−2.18
−3.5
8
4
1
6


GA_7151
NM_017488
adducin 2 (beta) (ADD2), transcript
−4.21
−2.03
4
2
2
0




variant beta-4


GA_12053
NM_001986
ets variant gene 4 (E1A enhancer binding
−2.76
−2.04
0
1
0
4




protein, E1AF) (ETV4)


GA_1798
NM_000964
retinoic acid receptor, alpha (RARA)
−2.76
−3.3
3
2
0
0


GA_5617
NM_014502
nuclear matrix protein NMP200 related to
−2.19
−2.33
5
3
4
2




splicing factor PRP19 (NMP200)


GA_2753
NM_000582
secreted phosphoprotein 1 (osteopontin)
−3.78
−3.32
3
6
2
39




(SPP1)


GA_7151
NM_017486
adducin 2 (beta) (ADD2), transcript
−3.34
−2.13
4
2
2
0




variant beta-6a


GA_36775
NM_000918
procollagen-proline, thyroid hormone
−2.01
−2.65
12
28
10
22




binding protein p55) (P4HB)


GA_1086
NM_133436
asparagine synthetase (ASNS), transcript
−2.27
−2.53
6
5
3
13




variant 1


GA_2928
NM_005163
v-akt murine thymoma viral oncogene
−2.79
−3.45
2
10
2
5




homolog 1 (AKT1)


GA_33799
NM_003250
thyroid hormone receptor (THRA)
−4.28
−4.44
0
2
0
1


GA_37861
NM_021784
forkhead box A2 (FOXA2), transcript
−3.56
−2.99
2
0
0
0




variant 1


GA_34109
NM_002026
fibronectin 1 (FN1), transcript variant 1
−2.91
−2.01
17
166
5
27


GA_38641
NM_004309
Rho GDP dissociation inhibitor (GDI)
−2.72
−2.35
7
8
9
14




alpha (ARHGDIA)


GA_33829
NM_002081
glypican 1 (GPC1)
−2.61
−2.32
3
9
4
1


GA_5549
NM_014600
EH-domain containing 3 (EHD3)
−2.39
−2.81
1
5
1
1


GA_9269
NM_021074
NADH dehydrogenase (ubiquinone)
−2.26
−2.01
0
0
9
6




flavoprotein 2, 24 kDa (NDUFV2)


GA_2934
NM_005180
B lymphoma Mo-MLV insertion region
−2.11
−3.24
1
2
0
1




(mouse) (BMI1)


GA_3522
NM_002415
macrophage migration inhibitory factor
−2.04
−2.05
4
2
8
9




(glycosylation-inhibiting factor) (MIF)


GA_2465
NM_004364
CCAAT/enhancer binding protein
−2.79
−4
0
1
0
0




(C/EBP), alpha (CEBPA)


GA_36793
NM_152295
threonyl-tRNA synthetase (TARS)
−5.34
−2.98
8
4
1
6


GA_9259
NM_005539
inositol polyphosphate-5-phosphatase,
−4.37
−6.54
1
0
0
2




40 kDa (INPP5A)


GA_2232
NM_001348
death-associated protein kinase 3
−2.9
−3.56
3
3
1
2




(DAPK3)


GA_37240
NM_007029
stathmin-like 2 (STMN2)
−4.37
−2.37
0
4
0
1


GA_4617
NM_012289
Kelch-like ECH-associated protein 1
−11.88
−2.59
2
4
2
2




(KEAP1)


GA_38021
NM_002111
huntingtin (Huntington disease) (HD)
−10.84
−2.16
1
5
0
2


GA_9227
NM_001552
insulin-like growth factor binding protein 4
−6.13
−3.06
5
4
0
2




(IGFBP4)


GA_267
NM_007041
arginyltransferase 1 (ATE1)
−3.03
−3.22
1
1
0
2


GA_38392
NM_006597
heat shock 70 kDa protein 8 (HSPA8),
−8.8
−2.7
39
20
48
62




transcript variant 1


GA_1829
NM_002936
ribonuclease H1 (RNASEH1)
−2.81
−2.11
1
0
1
2


GA_9228
NM_001664
ras homolog gene family, member A
−3.21
−2.48
11
18
8
17




(ARHA)


GA_1495
NM_002347
lymphocyte antigen 6 complex, locus H
−2.33
−2.57
0
0
0
1




(LY6H)


GA_3840
NM_006749
solute carrier family 20 (phosphate
−5.4
−2.83
0
1
1
3




transporter), member 2 (SLC20A2)


GA_1045
NM_001105
activin A receptor, type I (ACVR1)
−2.7
−2.37
0
3
1
3


GA_36361
NM_020636
zinc finger protein 275 (ZNF275)
−4.09
−2.07
0
0
0
3


GA_2445
NM_004337
chromosome 8 open reading frame 1
−3.02
−2.2
1
0
0
0




(C8orf1)


GA_4652
NM_012228
pilin-like transcription factor (PILB)
−2.73
−2.46
0
0
1
0


GA_10567
NM_025195
phosphoprotein regulated by mitogenic
−4.74
−3.64
0
2
0
1




pathways (C8FW)


GA_9258
NM_005393
plexin B3 (PLXNB3)
−3.56
−3.04
0
2
0
0


GA_35992
NM_001402
eukaryotic translation elongation factor 1
−5.55
−2.22
419
467
454
428




alpha 1 (EEF1A1)


GA_33537
NM_133259
leucine-rich PPR-motif containing
−2.47
−3.41
8
7
5
3




(LRPPRC)


GA_6367
NM_016354
solute carrier family 21 (organic anion
−2.08
−3.26
0
0
0
1




transporter), member 12 (SLC21A12)


GA_667
AB028976
mRNA for KIAA1053 protein, partial cds
−7.55
−3.52
0
2
0
2



BQ023180
NCI_CGAP_PI6 cDNA clone UI-1-BB1p-
−2.96
−2.1




aui-g-05-0-UI 3′ sequence



AA419281
Soares ovary tumor NbHOT cDNA clone
−3.36
−2.59




IMAGE: 755641 3′ sequence



NM_006604
ret finger protein-like 3 (RFPL3)
−2.69
−2.5



NM_012155
echinoderm microtubule associated
−9.82
−6.65




protein like 2 (EML2)



NM_000160
glucagon receptor (GCGR)
−3.94
−2.18



NM_003181
T, brachyury homolog (mouse) (T)
−9.15
−2.11



NM_014620
homeo box C4 (HOXC4), transcript
−9.54
−2.1




variant 1



NM_005583
lymphoblastic leukemia derived sequence
−4.36
−2.79




1 (LYL1)



NM_014310
RASD family, member 2 (RASD2)
−2.72
−3.13



NM_012467
tryptase gamma 1 (TPSG1)
−2.63
−2.55



NM_000539
rhodopsin (opsin 2, rod pigment) (retinitis
−4.84
−5.53




pigmentosa 4, autosomal dominant)




(RHO)



NM_021076
neurofilament, heavy polypeptide (200 kD)
−2.03
−2.41




(NEFH)



NM_012407
protein kinase C, alpha binding protein
−5.44
−2.56




(PRKCABP)



NM_000201
intercellular adhesion molecule 1 (CD54),
−2.18
−2.06




human rhinovirus receptor (ICAM1)
















TABLE 8







Microarray Analysis - Genes that Increase Expression upon Differentiation










Fold Change
EST Counts















Geron ID
GenBank ID
Name
RA
DMSO
ES
EB
preHep
preNeu


















GA_1055
NM_001134
alpha-fetoprotein (AFP)
8.02
5.07
0
4
0
0


GA_1055
NM_001134
alpha-fetoprotein (AFP)
6.45
3.71
0
4
0
0


GA_1055
NM_001134
alpha-fetoprotein (AFP)
2.58
2.67
0
4
0
0


GA_1213
NM_001884
cartilage linking protein 1 (CRTL1)
4.57
8.71
3
1
17
3


GA_1476
NM_002276
keratin 19 (KRT19)
2.09
5.21
1
26
14
38


GA_8674
NM_000598
insulin-like growth factorn binding protein
3.16
3.59
1
15
4
3




3 (IGFBP3)


GA_3283
NM_004484
glypican 3 (GPC3)
2.6
3.29
1
6
7
12


GA_37735
NM_058178
neuronal pentraxin receptor (NPTXR)
3.77
4.04
1
0
0
1


GA_1280
NM_001957
endothelin receptor type A(EDNRA)
3.05
6.37
2
2
1
0


GA_37308
NM_003068
snail homolog 2 (Drosophila) (SNAI2)
2.24
4.68
4
3
0
0


GA_5909
NM_014851
KIAA0469 gene product
2.77
2.03
3
3
0
1


GA_23450
XM_027313
ATP synthase mitochondrial F1 complex
2.48
3.55
3
1
1
1




assembly factor 1 (ATPAF1),


GA_7286
NM_020119
likely ortholog of rat zinc-finger antiviral
2.5
3.55
1
0
0
0




protein (ZAP)









Example 4
Specificity of Expression Confirmed by Real-Time PCR

To verify the expression patterns of particular genes of interest at the mRNA level, extracts of undifferentiated hES cells and their differentiated progeny were assayed by real-time PCR. Cells were cultured for 1 week with 0.5% dimethyl sulfoxide (DMSO) or 500 nM retinoic acid (RA). The samples were amplified using sequence-specific primers, and the rate of amplification was correlated with the expression level of each gene in the cell population.


Taqman™ RT-PCR was performed under the following conditions: 1×RT Master Mix (ABI), 300 nM for each primer, and 80 nM of probe, and 10 μg to 100 ng of total RNA in nuclease-free water. The reaction was conducted under default RT-PCR conditions of 48° C. hold for 30 min, 95° C. hold for 10 min, and 40 cycles of 95° C. at 15 sec and 60° C. hold for 1 min. RNA was isolated by a guanidinium isothiocyanate method (RNAeasy™ kit, Qiagen) according to manufacturer's instructions, and subsequently DNAse treated (DNAfree™ kit, Ambion). Gene-specific primers and probes were designed by PrimerExpress™ software (Ver. 1.5, ABI). Probe oligonucleotides were synthesized with the fluorescent indicators 6-carboxyfluorescein (FAM) and 6-carboxy-tetramethylrhodamine (TAMRA) at the 5′ and 3′ ends, respectively. Relative quantitation of gene expression between multiple samples was achieved by normalization against endogenousl8S ribosomal RNA (primer and probe from ABI) using the ΔΔCT method of quantitation (ABI). Fold change in expression level was calculated as 2−ΔΔCT.


The table below shows the results of this analysis. Since the cells have been cultured in RA and DMSO for a short period, they are at the early stages of differentiation, and the difference in expression level is less dramatic than it would be after further differentiation. Of particular interest for following or modulating the differentiation process are markers that show modified expression within the first week of differentiation by more than 2-fold (*), 5-fold (**), 10-fold (***), or 100-fold (****).









TABLE 9







Quantitative RT-PCR analysis of gene expression in hESC differentiation









Fold Change













Geron ID
GenBank ID
Name
RA
DMSO
















A.
GA_10902
NM_024504
Pr domain containing 14 (PRDM14) **
−1.9
−8.3



GA_11893
NM_032805
Hypothetical protein FLJ14549 ***
−2.3
−10.0 



GA_12318
NM_032447
Fibrillin3



GA_1322
NM_000142
Fibroblast growth factor receptor 3 precursor
 1.5
 2.3





(FGFR-3) *



GA_1329
NM_002015
Forkhead box o1a (foxo1a) *
−1.6
−2.9



GA_1470
NM_003740
Potassium channel subfamily k member 5 (TASK-2)
−1.6
 1.0



GA_1674
NM_002701
Octamer-binding transcription factor 3a (OCT-3A)
−3.7
−7.7





(OCT-4) **



GA_2024
NM_003212
Teratocarcinoma-derived growth factor 1
−4.0
−12.5 





(CRIPTO) ***



GA_2149
NM_003413
Zic family member 3 (ZIC3) **
−1.7
−5.3



GA_2334
NM_000216
Kallmann syndrome 1 sequence (KAL1) *
−1.1
−2.5



GA_23552
BC027972
Glypican-2 (cerebroglycan)
−1.5
−1.2



GA_2356
NM_002851
Protein tyrosine phosphatase, receptor-type, z
−1.7
−3.3





polypeptide 1 (PTPRZ1) *



GA_2367
NM_003923
Forkhead box h1 (FOXH1) **
−1.8
−5.6



GA_2436
NM_004329
Bone morphogenetic protein receptor, type Ia
−2.4
−2.4





(BMPR1A) (ALK-3) *



GA_2442
NM_004335
Bone marrow stromal antigen 2 (BST-2)
 1.1
−1.9



GA_2945
NM_005232
Ephrin type-a receptor 1 (EPHA1)
−1.3
−1.9



GA_2962
NM_005314
Gastrin-releasing peptide receptor (GRP-R) **
−6.3
−9.1



GA_2988
NM_005397
Podocalyxin-like (PODXL) *
−2.6
−4.3



GA_3337
NM_006159
Nell2 (NEL-like protein 2)
−1.3
−1.3



GA_3559
NM_005629
Solute carrier family 6, member 8 (SLC6A8)
−1.1
−1.1



GA_420
X98834
Zinc finger protein, HSAL2 *
−1.4
−2.8



GA_5391
NM_002968
Sal-like 1 (SALL1),
 1.4
−1.3



GA_6402
NM_016089
Krab-zinc finger protein SZF1-1 *
−1.8
−3.1



GA_9167
AF308602
Notch 1 (N1)
 1.3
 1.0



GA_9183
AF193855
Zinc finger protein of cerebellum ZIC2 *
 1.0
−2.9



GA_9443
NM_004426
Early development regulator 1 (polyhomeotic 1
−1.8
−5.6





homolog) (EDR1) **


B.
GA_9384
NM_020997
Left-right determination, factor b (LEFTB) **
−16.7 
−25.0 



GA_12173
BC010641
Gamma-aminobutyric acid (GABA) A receptor,
−2.8
−5.6





beta 3 **



GA_10513
NM_033209
Thy-1 co-transcribed ***
−12.5 
−11.1 



GA_1831
NM_002941
Roundabout, axon guidance receptor, homolog 1
 1.1
 1.0





(ROBO1),



GA_2753
NM_000582
Secreted phosphoprotein 1 (osteopontin) ***
−3.8
−10.0 



GA_32919
NM_133259
130 kDa leucine-rich protein (LRP 130)
−1.9
−1.9



GA_28290
AK055829
FLJ31267 (acetylglucosaminyltransferase-like
−2.3
−4.5





protein) *


C.
GA_28053
T24677
EST ****
<−100 *  
<−100 *  



GA_26303
NM_138815
Hypothetical protein BC018070 ***
−3.2
−10.0 



GA_2028
NM_003219
Telomerase reverse transcriptase (TERT) *
−2.1
−2.3









Example 5
Selection of Markers for Monitoring ES Cell Differentiation

Genes that undergo up- or down-regulation in expression levels during differentiation are of interest for a variety of different commercial applications, as described earlier. This experiment provides an example in which certain genes were selected as a means to monitor the ability of culture conditions to maintain the undifferentiated cell phenotype—and hence, the pluripotent differentiation capability of the cells.


Particular genes were chosen from those identified as having differential expression patterns, because they are known or suspected of producing a protein gene product that is expressed at the cell surface, or is secreted. These attributes are helpful, because they allow the condition of the cells to be monitored easily either by antibody staining of the cell surface, or by immunoassay of the culture supernatant. Genes were chosen from the EST database (Groups 1), microarray analysis (Group 2), and other sources (Group 3).









TABLE 10







Additional Genes analyzed by real-time PCR











GenBank or



Name
ID No.













Group 1
Bone marrow stromal antigen
NM_004335



Podocalyxin-like
NM_005397



Rat GPC/glypican-2 (cerebroglycan)
TA_5416486



Potassium channel subfamily k member 5 (TASK-2)
NM_003740



Notch 1 protein
AF308602



Teratocarcinoma-derived growth factor 1 (Cripto)
NM_003212



Nel 1 like/NELL2 (Nel-like protein 2)
NM_006159



Gastrin releasing peptide receptor
NM_005314



Bone morphogenetic protein receptor
NM_004329



ABCG2- ABC transporter
AY017168



Solute carrier family 6, member 8 (SLC6A8)
NM_005629



hTERT
NM_003219



Oct 3/4 octamer-binding transcription factor 3a (oct-3a) (oct-4)
NM_002701


Group 2
Left-right determination factor b (LEFTB)
NM_020997



Secreted phosphoprotein 1 (osteopontin)
NM_000582



Gamma-aminobutyric acid (GABA) A receptor, beta 3
NM_021912



Roundabout, axon guidance receptor, homologue 1 (ROBO1),
NM_002941



Glucagon receptor
NM_00160



Leucine-rich PPR-motif hum 130 kDa hum130leu 130 kd Leu
M92439



Thy-1 co-transcribed
NM_033209



Solute carrier family 21
NM_016354



LY6H lymphocyte antigen 6 complex locus H
NM_002347



Plexin (PLXNB3)
NM_005393



ICAM
NM_000201


Group 3
Rhodopsin
NM_000539



Kallmann syndrome 1 sequence (KAL1)
NM_000216



Armadillo repeat protein deleted in velo-cardio-facial syndrome
NM_001670



(ARVCF)



Ephrin type-a receptor 1 (EPHA1)
NM_005232










FIG. 1 shows the decrease in expression of the genes in Group I (Upper Panel) and Group II (Lower Panel) in H9 hES cells after culturing for 7 days with RA or DM. Gene expression of rhodopsin and ICAM was below the limit of detection in differentiated cells. KAL1 and EPHA1 were not tested.


Besides hTERT and Oct 3/4, three other genes were selected as characteristic of the undifferentiated hES cell phenotype. They were Teratocarcinoma-derived growth factor (Cripto), Podocalyxin-like (PODXL), and gastrin-releasing peptide receptor (GRPR).



FIG. 2 compares the level of expression of these five genes in hES cells with fully differentiated cells: BJ fibroblasts, BJ fibroblasts transfected to express hTERT (BJ-5TA), and 293 (human embryonic kidney) cells. The level of all markers shown was at least 10-fold higher, and potentially more than 102, 103, 104, 105, or 106-fold higher in pluripotent stem cells than fully differentiated cells. All five markers retained a detectable level of expression in differentiated cultures of hESC. It is not clear if there is lower level of expression of these markers in differentiated cells, or if the detectable expression derived from the undifferentiated cells in the population. The one exception observed in this experiment was the hTERT transgene, expressed at an elevated level as expected in the BJ-5TA cells.


High-level expression of Cripto, GRPR and PODXL in undifferentiated hES cells reveals interesting aspects of the biology of these cells. Cripto has been implicated in normal mammalian development and tumor growth. Cripto encodes a glycosylphosphoinositol anchored protein that contains an EGF repeat and a cysteine rich motif, which makes it a member of the EGF-CFC family. It has been demonstrated that Cripto serves as a co receptor for Nodal, which is essential for mesoderm and endoderm formation in vertebrate development (Yeo et al., Molecular Cell 7:949, 2001). The finding that Cripto is expressed preferentially on undifferentiated hESC suggests that Nodal is an important signaling molecule for stem cells, perhaps to promote survival and/or proliferation.


PODXL encodes for transmembrane sialoprotein that is physically linked to the cytoskeleton. PODXL is suspected to act as an inhibitor of cell-cell adhesion and has been implicated in the embryonic development of the kidney podocyte. The anti-adhesion properties of PODXL when expressed on undifferentiated hESC may be an important feature related to stem cell migration.


The receptor for gastrin releasing peptide (GRP) is a G-protein coupled receptor that mediates numerous biological effects of Bombesin-like peptides, including regulation of gut acid secretion and satiety. A critical role has also been established for GRP and GRPR in control growth of cultured cells and normal mammalian development. GRP and GRPR may be oncofetal antigens that act as morphogens in normal development and cancer.


Example 6
Use of Cell Markers to Modify ES Cell Culture Conditions

This example illustrates the utility of the differentially expressed genes identified according to this invention in the evaluation of culture environments suitable for maintaining pluripotent stem cells.



FIG. 3 show results of an experiment in which hES cells of the H1 line were maintained for multiple passages in different media. Medium conditioned with feeder cells provides factors effective to allow hES cells to proliferate in culture without differentiating. However, culturing in unconditioned medium leads to loss of the undifferentiated phenotype, with an increasing percentage of the cells showing decreased expression of CD9 (a marker for endothelial cells, fibroblasts, and certain progenitor cells), and the classic hES cell marker SSEA-4.



FIG. 4 illustrates the sensitivity of hTERT, Oct 3/4, Cripto, GRP receptor, and podocalyxin-like protein (measured by real-time PCR assay) as a means of determining the degree of differentiation of the cells. After 4 passages in unconditioned X-VIVO™ 10 medium containing 8 ng/mL bFGF, all 5 markers show expression that has been downregulated by about 10-fold. After 8 passages, expression has decreased by 102, 103, or 104-fold.



FIG. 5 shows results of an experiment in which the hES cell line H1 was grown on different feeder cell lines: mEF=mouse embryonic fibroblasts; hMSC=human mesenchymal stem cells; UtSMC=human uterine smooth muscle cells; WI-38=an established line of human lung fibroblasts. As monitored by RT-PCR assay of Cripto, Oct 3/4, and hTERT, at least under the conditions used in this experiment, the hMSC are better substitutes for mEF feeders than the other cell lines tested.



FIG. 6 shows results of an experiment in which different media were tested for their ability to promote growth of hES cells without differentiation. Expression of Podocalyxin-like protein, Cripto, GFP Receptor, and hTERT were measured by RT-PCR. The test media were not preconditioned, but supplemented with the growth factors as follows:









TABLE 11







Growth Conditions Tested for Marker Expression








Standard



conditions:
DMEM preconditioned with mEF + bFGF (8 ng/mL)





Condition 3
X-VIVO ™ 10 + bFGF (8 ng/mL)


Condition 4
X-VIVO ™ 10 + bFGF (40 ng/mL)


Condition 5
X-VIVO ™ 10 + bFGF (40 ng/mL) + stem cell factor



(SCF, 15 ng/mL)


Condition 6
X-VIVO ™ 10 + bFGF (40 ng/mL) + Flt3 ligand



(75 ng/mL)


Condition 7
X-VIVO ™ 10 + bFGF (40 ng/mL) + LIF (100 ng/mL)


Condition 8
QBSF ™-60 + bFGF (40 ng/mL)










The results show that the markers selected to monitor the undifferentiated phenotype showed similar changes in each of these culture conditions. By all criteria, XVIVO 10™ supplemented according to Condition 6 was found to be suitable for culturing hES cells without having to be preconditioned. As shown on the right side, when cells were put back into standard conditioned medium after 8 passages in the test conditions, expression of all four markers returned essentially to original levels. This shows that alterations in expression profiles in media Conditions 4 to 8 are temporary and reversible—consistent with the cells retaining full pluripotency.


Sequence Data









TABLE 12







Sequences Listed in this Disclosure









SEQ. ID NO:
Designation
Reference












1
hTERT mRNA sequence
GenBank Accession NM_003129


2
hTERT protein sequence
GenBank Accession NM_003129


3
Oct 3/4 mRNA sequence
GenBank Accession NM_002701


4
Oct 3/4 protein sequence
GenBank Accession NM_002701


5
Cripto mRNA sequence
GenBank Accession NM_003212


6
Cripto protein sequence
GenBank Accession NM_003212


7
podocalyxin-like protein mRNA sequence
GenBank Accession NM_005397


8
podocalyxin-like protein amino acid sequence
GenBank Accession NM_005397


9
GRP receptor mRNA sequence
GenBank Accession NM_005314


10
GRP receptor proteins sequence
GenBank Accession NM_005314


11 to 81
Primers & probes for real-time PCR assay
This disclosure


82-100
Human telomeric repeats
U.S. Pat. No. 5,583,016


101
Geron sequence designation GA_12064
This disclosure


102
Geron sequence designation GA_23176
This disclosure


103
Geron sequence designation GA_23468
This disclosure


104
Geron sequence designation GA_23476
This disclosure


105
Geron sequence designation GA_23484
This disclosure


106
Geron sequence designation GA_23485
This disclosure


107
Geron sequence designation GA_23486
This disclosure


108
Geron sequence designation GA_23487
This disclosure


109
Geron sequence designation GA_23488
This disclosure


110
Geron sequence designation GA_23489
This disclosure


111
Geron sequence designation GA_23490
This disclosure


112
Geron sequence designation GA_23514
This disclosure


113
Geron sequence designation GA_23515
This disclosure


114
Geron sequence designation GA_23525
This disclosure


115
Geron sequence designation GA_23572
This disclosure


116
Geron sequence designation GA_23577
This disclosure


117
Geron sequence designation GA_23579
This disclosure


118
Geron sequence designation GA_23585
This disclosure


119
Geron sequence designation GA_23596
This disclosure


120
Geron sequence designation GA_23615
This disclosure


121
Geron sequence designation GA_23634
This disclosure


122
Geron sequence designation GA_23673
This disclosure


123
Geron sequence designation GA_23683
This disclosure


124
Geron sequence designation GA_23969
This disclosure


125
Geron sequence designation GA_24037
This disclosure


126
Geron sequence designation GA_32842
This disclosure


127
Geron sequence designation GA_32860
This disclosure


128
Geron sequence designation GA_32895
This disclosure


129
Geron sequence designation GA_32913
This disclosure


130
Geron sequence designation GA_32917
This disclosure


131
Geron sequence designation GA_32926
This disclosure


132
Geron sequence designation GA_32947
This disclosure


133
Geron sequence designation GA_32979
This disclosure


134
Geron sequence designation GA_32985
This disclosure


135
Geron sequence designation GA_35405
This disclosure


136
Geron sequence designation GA_38029
This disclosure


137
Geron sequence designation GA_7542
This disclosure


138
Geron sequence designation GA_8667
This disclosure


139
Geron sequence designation GA_9014
This disclosure


















SEQ. ID NO: 1




LOCUS
TERT 4015 bp mRNA linear PRI 31-OCT-2000


DEFINITION

Homo sapiens telomerase reverse transcriptase (TERT), mRNA.



ACCESSION
NM_003219


AUTHORS
Nakamura, T. M., Morin, G. B., Chapman, K. B., Weinrich, S. L.,



Andrews, W. H., Lingner, J., Harley, C. B. and Cech, T. R.


TITLE
Telomerase catalytic subunit homologs from fission yeast and human


JOURNAL
Science 277 (5328), 955-959 (1997)


CDS
56 . . . 3454





SEQ. ID NO: 3


LOCUS
POU5F1 1158 bp mRNA linear PRI 31-OCT-2000


DEFINITION

Homo sapiens POU domain, class 5, transcription factor 1 (POU5F1),




mRNA.


ACCESSION
NM_002701


AUTHORS
Takeda, J., Seino, S. and Bell, G. I.


TITLE
Human Oct3 gene family: cDNA sequences, alternative splicing, gene



organization, chromosomal location, and expression at low levels in



adult tissues


JOURNAL
Nucleic Acids Res. 20 (17), 4613-4620 (1992)


CDS
102 . . . 899





SEQ. ID NO: 5


LOCUS
TDGF1 2033 bp mRNA linear PRI 05-NOV-2002


DEFINITION

Homo sapiens teratocarcinoma-derived growth factor 1 (TDGF1), mRNA.



ACCESSION
NM_003212


AUTHORS
Dono, R., Montuori, N., Rocchi, M., De Ponti-Zilli, L., Ciccodicola, A.


and Persico, M. G.


TITLE
Isolation and characterization of the CRIPTO autosomal gene and its



X-linked related sequence


JOURNAL
Am. J. Hum. Genet. 49 (3), 555-565 (1991)


CDS
248 . . . 814





SEQ. ID NO: 7


LOCUS
PODXL 5869 bp mRNA linear PRI 01-NOV-2000


DEFINITION

Homo sapiens podocalyxin-like (PODXL), mRNA.



ACCESSION
NM_005397


AUTHORS
Kershaw, D. B., Beck, S. G., Wharram, B. L., Wiggins, J. E., Goyal, M.,



Thomas, P. E. and Wiggins, R. C.


TITLE
Molecular cloning and characterization of human podocalyxin-like



protein. Orthologous relationship to rabbit PCLP1 and rat



podocalyxin


JOURNAL
J. Biol. Chem. 272 (25), 15708-15714 (1997)


CDS
251 . . . 1837





SEQ. ID NO: 9


LOCUS
GRPR 1726 bp mRNA linear PRI 05-NOV-2002


DEFINITION

Homo sapiens gastrin-releasing peptide receptor (GRPR), mRNA.



ACCESSION
NM_005314


AUTHORS
Xiao, D., Wang, J., Hampton, L. L. and Weber, H. C.


TITLE
The human gastrin-releasing peptide receptor gene structure, its



tissue expression and promoter


JOURNAL
Gene 264 (1), 95-103 (2001)


CDS
399 . . . 1553











Bone Marrow Stromal antigen











Forward primer:
ACCTGCAACCACACTGTGATG
SEQ. ID NO: 11



Probe:
6fam-CCCTAATGGCTTCCCTGGATGCAGA-tam
SEQ. ID NO: 12


Reverse Primer:
TTTCTTTTGTCCTTGGGCCTT
SEQ. ID NO: 13











Podocalyxin-like











Forward primer:
GCTCGGCATATCAGTGAGATCA
SEQ. ID NO: 14



Probe:
6fam-TCTCATCCGAAGCGCCCCCTG-tam
SEQ. ID NO: 15


Reverse Primer:
AGCTCGTCCTGAACCTCACAG
SEQ. ID NO: 16











Rat GPC/glpican-2 (cerebroglycan)











Forward primer:
CTGGAAGAAATGTGGTCAGCG
SEQ. ID NO: 17



Probe:
6fam-AGCGCTTAAGGTGCCGGTGTCTGAAG-tam
SEQ. ID NO: 18


Reverse Primer:
CATCAGAGCCTGGCTGCAG
SEQ. ID NO: 19











Potassium channel subfamily k member 5 (TASK-2)











Forward primer:
ACCATCGGCTTCGGTGAC
SEQ. ID ND: 20



Probe:
6fam-TGTGGCCGGTGTGAACCCCA-tam
SEQ. ID NO: 21


Reverse Primer:
TACAGGGCGTGGTAGTTGGC
SEQ. ID NO: 22





Notch 1 protein


Forward primer:
TGAGAGCTTCTCCTGTGICTGC
SEQ. ID NO: 23


Probe:
6fam-CAAGGGCAGACCTGTGAGGTCGACA-tam
SEQ. ID NO: 24


Reverse Primer:
GGGCTCAGAACGCACTCGT
SEQ. ID NO: 25











Teratocarcinoma-derived growth factor 1 (Cripto)











Forward primer:
TGAGCACGATGTGCGCA
SEQ. ID NO: 26



Probe:
6fam-AGAGAACTGTGGGTCTGTGCCCCATG-tam
SEQ. ID NO: 27


Reverse Primer:
TTCTTGGGCAGCCAGGTG
SEQ. ID NO: 28











Nel 1 like/NELL2 (Nel-like protein 2)











Forward primer:
CTTAAGTCGGCTCTTGCGTATGT
SEQ. ID NO: 29



Probe:
6fam-ATGGCAAATGCTGTAAGGAATGCAAATCG-tam
SEQ. ID NO: 30


Reverse Primer:
AAGTAGGTTCGTCCTTGAAATTGG
SEQ. ID NO: 31











Gastrin releasing peptide receptor











Forward primer:
CCGTGGAAGGGAATATACATGTC
SEQ. ID NO: 32



Probe:
6fam-AGAAGCAGATIGAATCCCGGAAGCGA-TAM
SEQ. ID NO: 33


Reverse Primer:
CACCAGCACTGTCTTGGCAA
SEQ. ID NO: 34











Bone morphogenetic protein receptor











Forward primer:
CAGATTATTGGGAGCCTATTTGTTC
SEQ. ID NO: 35



Probe:
6fam-TCATTTCTCGTGTTCAAGGACAGAATCTGGAT-tam
SEQ. ID NO: 36


Reverse Primer:
CATCCCAGTGCCATGAAGC
SEQ. ID NO: 37











ABC G2-ABC transporter











Forward primer:
GGCCTCAGGAAGACTTATGT
SEQ. ID NO: 38



Probe:
SYBR Green Detection Method


Reverse Primer:
AAGGAGGTGGTGTAGCTGAT
SEQ. ID NO: 39











Solute carrier family 6, member 8 (SLC6A8)











Forward primer:
CCGGCAGCATCAATGTCTG
SEQ. ID NO: 40



Probe:
6fam-TCAAAGGCCTGGGCTACGCCTCC-tam
SEQ. ID NO: 41


Reverse Primer:
GTGTTGCAGTAGAAGACGATCACC
SEQ. ID NO: 42











Oct 3/4 octamer-binding trasncription factor 3a (oct3a) (oct-4)











Forward primer:
GAAACCCACACTGCAGCAGA
SEQ. ID NO: 43



Probe:
6fam-CAGCCACATCGCCCAGCAGC-TAM
SEQ. ID NO: 44


Reverse Primer:
CACATCCTTCTCGAGCCCA
SEQ. ID NO: 45











Leftright determination factor b (LEFTB)











Forward primer:
TGCCGCCAGGAGATGTACA
SEQ. ID NO: 46



Probe:
6fam-TGGGCCGAGAACTGGGTGCTG-tam
SEQ. ID NO: 47


Reverse Primer:
TCATAAGCCAGGAAGCCCG
SEQ. ID NO: 48











Secreted phosphoprotein 1 (osteopontin)











Forward primer:
TTGCAGCCTTCTCAGCCAA
SEQ. ID NO: 49



Probe:
6fam-CGCCGACCAAGGAAAACTCACTACCA-tam
SEQ. ID NO: 50


Reverse Primer:
GGAGGCAAAAGCAAATCACTG
SEQ. ID NO: 51











Gamma-aminobutyric aci (GABA) A receptor, beta 3











Forward primer:
CCGTCTGGTCTCGAGGAATG
SEQ. ID NO: 52



Probe:
6fam-TCTTCGCCACAGGTGCCTATCCTCG-tam
SEQ. ID NO: 53


Reverse Primer:
TCAACCGAAAGCTCAGIGACA
SEQ. ID NO: 54











Roundabout, axon guidance receptor, homologue 1 (ROBO1)











Forward primer:
GAGAGGAGGCGAAGCTGTCA
SEQ. ID NO: 55



Probe:
6fam-CAGTGGAGGGAGGCCIGGACTTCTC-tam
SEQ. ID NO: 56


Reverse Primer:
GCGGCAGGTTCACTGATGT
SEQ. ID NO: 57











Glucagon receptor











Forward primer:
CCACACAGACTACAAGTTCCGG
SEQ. ID NO: 58



Probe:
6fam-TGGCCAAGTCCACGCTGACCCT-tam
SEQ. ID NO: 59


Reverse Primer:
CTTCGTGGACGCCCAGC
SEQ. ID NO: 60











Leucine-rich PPR-motif hum 130kda hum 130kd leu











Forward primer:
GCAGCAGACCCCTTCTAGGTTAG
SEQ. ID NO: 61



Probe:
6fam-ACCCGTGTCATCCAGGCATTGGC-tam
SEQ. ID NO: 62


Reverse Primer:
TGAACTACTTCTATGTTTTCAACATCACC
SEQ. ID NO: 63











Thy-1 co-transcribed











Forward primer:
AGCCTCCAAGTCAGGIGGG
SEQ. ID NO: 64



Probe:
6fam-CAGAGCTGCACAGGGTTTGGCCC-TAM
SEQ. ID NO: 65


Reverse Primer:
GGAGGAAGTGCCTCCCTTAGA
SEQ. ID NO: 66











Solute carrier family 21











Forward primer:
GCGTCACCTACCTGGATGAGA
SEQ. ID NO: 67



Probe:
6fam-CCAGCTGCTCGCCCGTCTACATTG-tam
SEQ. ID NO: 68


Reverse Primer:
TGGCCGCTGTGTAGAAGATG
SEQ. ID NO: 69











LY6H lympohocyte antigen 6 complex locus H











Forward primer:
CGAATCACCGATCCCAGC
SEQ. ID NO: 70



Probe:
6fam-CAGCAGGAAGGATCACTCGGTGAACAA-tam
SEQ. ID NO: 71


Reverse Primer:
CGAAGTCACAGGAGGAGGCA
SEQ. ID NO: 72





Plexin (PLXNB3)


Forward primer:
GAGAAGGTGTTGGACCAAGTCTACA
SEQ. ID NO: 73


Probe:
6fam-CCTCAGTGCATGCCCTAGACCTTGAGTG-tam
SEQ. ID NO: 74


Reverse Primer:
CTTCGTCCGATAGGGTCAGG
SEQ. ID NO: 75





ICAM


Forward primer:
ACTCCAGAACGGGTGGAACTG
SEQ. ID NO: 76


Probe:
6fam-ACCCCTCCCCTCTTGGCAGCC-tam
SEQ. ID NO: 77


Reverse Primer:
CGTAGGGTAAGGTTCTTGCCC
SEQ. ID NO: 78





Rhodopsin


Forward primer:
CCGGCTGGTCCAGGTACAT
SEQ. ID NO: 79


Probe:
6fam-CCGAGGGCCTGCAGTGCTCG-tam
SEQ. ID NO: 80


Reverse Primer:
TTGAGCGTGTAGTAGTCGATTCCA
SEQ. ID NO: 81






The subject matter provided in this disclosure can be modified as a matter of routine optimization, without departing from the spirit of the invention, or the scope of the appended claims.

Claims
  • 1-48. (canceled)
  • 49. A method of separating an undifferentiated cell from a mixed population of cells comprising contacting the mixed population of cells with a ligand to a marker expressed by the undifferentiated cells chosen from solute carrier family member 16, and solute carrier family member 7.
  • 50. The method of claim 49, wherein the marker expressed by the undifferentiated cell is solute carrier family member 16.
  • 51. The method of claim 49, wherein the marker expressed by the undifferentiated cell is solute carrier family member 7.
  • 52. The method of claim 49, wherein the ligand is an antibody.
  • 53. A method of separating a differentiated cell from a mixed population of cells comprising contacting the mixed population of cells with a ligand to neuronal pentraxin receptor.
  • 54. The method of claim 53, wherein the ligand is an antibody.
Continuations (1)
Number Date Country
Parent 10388578 Mar 2003 US
Child 12487869 US