| Literature DB >> 19393066 |
Nelida Rodriguez-Osorio1, Zhongde Wang, Poothappillai Kasinathan, Grier P Page, James M Robl, Erdogan Memili.
Abstract
BACKGROUND: Successful reprogramming of a somatic genome to produce a healthy clone by somatic cells nuclear transfer (SCNT) is a rare event and the mechanisms involved in this process are poorly defined. When serial or successive rounds of cloning are performed, blastocyst and full term development rates decline even further with the increasing rounds of cloning. Identifying the "cumulative errors" could reveal the epigenetic reprogramming blocks in animal cloning.Entities:
Mesh:
Year: 2009 PMID: 19393066 PMCID: PMC2695822 DOI: 10.1186/1471-2164-10-190
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
Figure 1Agilent bioanalyzer gel-like image of total RNA. The image shows a total RNA gel like-image produced by the Bioanalyzer. (Ten out of the 15 samples used in the microarray experiment are shown since no more than 11 samples can be run at one time). Lane L: Size markers. Lanes 1 and 2: total RNA from 106 donor cells used for the first round of embryonic cloning. Lanes 3 and 4: total RNA from 106 donor cell used for the fourth round of cloning. Lanes 5 and 6: total RNA from a pool of 3 In Vitro Produced embryos. Lanes 7 and 8: total RNA from a pool of 3 embryos produced by the first round of chromatin transfer. Lanes 9 and 10: total RNA from a pool of 3 embryos produced by the fourth round of chromatin transfer. The 28S and 18s distinctive ribosomal RNA bands are observed for all samples.
Figure 2Hierarchical clustering of microarray hybridizations. Cluster analysis of hybridizations and genes performed using GeneTraffic UNO (Iobion Informatics LLC). All donor cells were clustered in one group, while all the embryos were clustered in a second group. The embryos clearly separate into two groups: a group containing the IVF embryos and a group containing the chromatin transfer embryos.
Number of differentially expressed transcripts in pairwise comparisons between IVF embryos, CT1 embryos, CT4 embryos, DC1 cells, and DC4 cells (p-value < 0.01 and fold change > 2.0)
| 1 | IVF embryos | 270a | 123 | 147 |
| 2 | IVF embryos | 411a | 193 | 218 |
| 3 | IVF embryos | 3360c | 1548 | 1812 |
| 4 | IVF embryos | 3428c | 1593 | 1835 |
| 5 | CT-1 embryos | 193a | 91 | 101 |
| 6 | CT-1 embryos | 2459b | 1238 | 1221 |
| 7 | CT-1 embryos | 2588b | 1379 | 1209 |
| 8 | CT-4 embryos | 2036b | 1151 | 885 |
| 9 | CT-4 embryos | 2276b | 1287 | 989 |
| 10 | DC-1 cells | 83d | 34 | 49 |
Different subscripts indicate statistically significant differences in the number of differentially expressed transcripts.
Classification of differentially expressed probe sets in pairwise comparisons
| Genes | 63 | 104 | 747 | 763 | 44 | 574 | 563 | 421 | 461 | 23 |
| Similar to... | 106 | 180 | 1564 | 1597 | 81 | 1071 | 1132 | 898 | 995 | 34 |
| Hypothetical proteins | 4 | 10 | 90 | 102 | 0 | 69 | 80 | 65 | 76 | 6 |
| cDNA clones | 0 | 1 | 24 | 28 | 0 | 19 | 16 | 17 | 16 | 0 |
| Transcripts with strong similarity to a known gene | 1 | 3 | 26 | 23 | 0 | 17 | 17 | 19 | 21 | 0 |
| Transcripts with moderate similarity to a known gene | 2 | 0 | 24 | 27 | 2 | 13 | 16 | 12 | 14 | 2 |
| Transcripts with weak similarity to a known gene | 1 | 0 | 13 | 15 | 1 | 10 | 17 | 8 | 10 | 0 |
| Unknown transcripts | 93 | 113 | 872 | 873 | 64 | 686 | 747 | 596 | 683 | 18 |
The probe set categories correspond to NetAffx Bovine GeneChip (Nov. 2007 Annotation).
Top 30 upregulated genes, in IVF blastocysts compared to CT blastocysts sorted by P-value
| Bt.28010.1.S1_at | Peptidase inhibitor 3, skin-derived (SKALP) | PI3 | 0.000000 | 5.58 | 9.12 |
| Bt.21013.1.S1_at | Polo-like kinase 3 (Drosophila) | PLK3 | 0.000001 | 3.99 | 9.09 |
| Bt.28223.1.S1_at | 20-beta-hydroxysteroid dehydrogenase-like | MGC127133 | 0.000009 | 2.13 | 1.71 |
| Bt.9525.1.A1_at | Zinc finger protein 183 | ZNF183 | 0.000057 | 2.13 | 3.62 |
| Bt.2892.1.S1_at | Fatty acid binding protein 7, brain | FABP7 | 0.00014 | 1.22 | 6.35 |
| Bt.4430.1.S2_at | ATPase, H+ transporting, lysosomal V0 subunit a1 | ATP6V0A1 | 0.00014 | 1.89 | 1.93 |
| Bt.5154.1.S1_at | Heat shock 70 kDa protein 1A | HSPA1A | 0.0002 | 4.14 | 7.17 |
| Bt.15787.1.S1_at | Bcl-2 inhibitor of transcription | BIT1 | 0.0002 | 1.49 | 2.01 |
| Bt.13544.2.S1_a_at | Zinc finger protein 410 | ZNF410 | 0.0003 | 2.01 | 1.90 |
| Bt.2005.1.S1_at | LSM1 homolog, U6 small nuclear RNA associated | LSM1 | 0.0003 | 1.86 | 1.57 |
| Bt.16291.1.A1_at | Testis expressed 12 | TEX12 | 0.0004 | 3.40 | 3.64 |
| Bt.27854.1.S1_at | Nuclear factor, interleukin 3 regulated | NFIL3 | 0.0004 | 1.72 | 3.08 |
| Bt.13928.2.S1_a_at | Sodium channel modifier 1 | SCNM1 | 0.0004 | 2.02 | 4.05 |
| Bt.15334.2.A1_at | Signal transducer and activator of transcription 3 | STAT3 | 0.0005 | 4.71 | 16.06 |
| Bt.12506.1.S1_at | Serpin peptidase inhibitor, E member 2 | SERPINE2 | 0.0005 | 1.52 | 1.42 |
| Bt.20204.1.S1_at | Sjogren's syndrome/scleroderma autoantigen | SSSCA1 | 0.0005 | 1.61 | 2.93 |
| Bt.20199.1.A1_at | DEAD (Asp-Glu-Ala-Asp) polypeptide 56 | DDX56 | 0.0006 | 1.45 | 1.79 |
| Bt.3359.1.S1_at | General transcription factor IIF, polypeptide | GTF2F1 | 0.0009 | 1.53 | 1.98 |
| Bt.2958.1.A1_at | Ubiquitin-conjugating enzyme E2A (RAD6 homolog) | UBE2A | 0.001 | 2.03 | 3.08 |
| Bt.3002.1.S1_at | BUB3 budding uninhibited by benzimidazoles 3 | BUB3 | 0.001 | 1.27 | 1.62 |
| Bt.6087.1.S1_at | Transmembrane 4 superfamily member 1 | TM4SF1 | 0.001 | 2.29 | 6.62 |
| Bt.4737.1.S2_s_at | Prion protein | PRNP | 0.001 | 2.20 | 2.99 |
| Bt.1854.1.S1_at | Intraflagellar transport 20 homolog (Chlamydomonas) | IFT20 | 0.001 | 1.65 | 2.30 |
| Bt.5340.1.S1_s_at | Nucleoside-diphosphate kinase NBR-A | NBR-A | 0.002 | 1.42 | 1.76 |
| Bt.8.1.S1_at | Keratin 10 (epidermolytic hyperkeratosis) | KRT10 | 0.002 | 1.98 | 3.39 |
| Bt.27095.1.S1_at | Collaborates/cooperates with ARF protein | CARF | 0.002 | 1.53 | 2.97 |
| Bt.5039.1.S1_at | High mobility group nucleosomal binding domain 3 | HMGN3 | 0.002 | 1.72 | 2.96 |
| Bt.27874.1.S1_s_at | Phosphatidylserine receptor | PTDSR | 0.002 | 2.29 | 2.99 |
| Bt.4595.1.S1_at | TSR2, 20S rRNA accumulation, homolog | TSR2 | 0.002 | 2.08 | 2.59 |
| Bt.1505.1.S1_at | Sin3A-associated protein, 18 kDa | SAP18 | 0.003 | 2.24 | 2.48 |
Genes were analyzed by one-way ANOVA.
Top 30 genes upregulated in CT blastocysts and donor cells compared to IVF blastocysts, sorted by P-value
| Bt.8933.1.S1_at | Adaptor-related protein complex 3, sigma 2 | AP3S2 | 0.0001 | 1.61 | 2.21 |
| Bt.27382.1.A1_s_at | X-ray repair complementing defective repair in Chinese hamster cells 1 | XRCC1 | 0.0001 | 2.60 | 2.54 |
| Bt.22224.1.S1_at | insulin receptor substrate 4 | IRS4 | 0.0002 | 2.31 | 2.10 |
| Bt.3220.1.S1_at | Crystallin, lambda 1 | CRYL1 | 0.0003 | 1.94 | 1.82 |
| Bt.7805.2.S1_a_at | Nuclear casein kinase and cyclin-dependent kinase substrate 1 | NUCKS1 | 0.0003 | 3.14 | 3.47 |
| Bt.29540.1.S1_at | Arginine/serine-rich coiled-coil 1 | RSRC1 | 0.0004 | 1.57 | 3.09 |
| Bt.19690.1.A1_at | Paraoxonase 1 | PON1 | 0.0005 | 1.53 | 3.74 |
| Bt.20444.1.S1_at | thyroid hormone receptor associated protein 5 | THRAP | 0.0006 | 1.60 | 1.20 |
| Bt.16122.1.S1_at | Sorbitol dehydrogenase | SORD | 0.0008 | 2.59 | 3.40 |
| Bt.5737.1.S1_at | vacuolar protein sorting 26 homolog A | VPS26 | 0.0008 | 2.33 | 3.38 |
| Bt.4292.1.S1_at | ARP3 actin-related protein 3 homolog (yeast) | ACTR3 | 0.0008 | 1.69 | 1.69 |
| Bt.18230.1.S1_a_at | Nuclear autoantigenic sperm protein | NASP | 0.0011 | 1.95 | 2.75 |
| Bt.9107.1.S1_a_at | phosphatidylinositol binding clathrin assembly protein | PIBCAP | 0.0014 | 1.83 | 2.93 |
| Bt.663.1.S1_at | Palladin, cytoskeletal associated protein | PALLD | 0.0019 | 2.88 | 3.08 |
| Bt.1743.2.S1_a_at | Phenylalanyl-tRNA synthetase 2, mitochondrial | FARS2 | 0.0021 | 1.64 | 2.98 |
| Bt.13205.1.A1_at | Mitochondrial ribosomal protein S35 | MRPS35 | 0.0023 | 1.44 | 2.29 |
| Bt.25100.1.A1_at | Cortactin | CTTN | 0.0026 | 1.26 | 1.58 |
| Bt.783.1.S1_at | Aldehyde oxidase 1 | AOX1 | 0.0029 | 1.99 | 3.67 |
| Bt.23608.1.S1_s_at | Keratin 8 | KRT8 | 0.0030 | 3.99 | 4.59 |
| Bt.27284.1.S1_at | Eukaryotic translation initiation factor 4H isoform 2 | WBSCR1 | 0.0038 | 2.21 | 1.55 |
| Bt.10898.1.S1_at | Tumor differentially expressed 2-like | TDE2L | 0.0041 | 1.98 | 5.08 |
| Bt.28745.1.S1_at | Coagulation factor II receptor-like 1 | F2RL1 | 0.0045 | 2.25 | 1.85 |
| Bt.5267.1.S1_at | Annexin A6 | ANXA6 | 0.0046 | 1.92 | 3.79 |
| Bt.355.1.S1_at | Caldesmon 1 | CALD1 | 0.0047 | 1.71 | 1.79 |
| Bt.20084.2.S1_at | Casein kinase 1, epsilon | CSNK1E | 0.0053 | 3.90 | 2.64 |
| Bt.2823.3.S1_a_at | Chromosome 1 open reading frame 35 | C1orf35 | 0.0058 | 1.45 | 1.78 |
| Bt.7671.1.S1_at | Interferon induced transmembrane protein 1 | IFITM1 | 0.0069 | 2.47 | 2.60 |
| Bt.5319.1.S1_at | Anti-oxidant protein 2 (independent phospholipase A2) | AOP2 | 0.0071 | 2.03 | 3.70 |
| Bt.23263.1.S1_s_at | Heat shock 90 kDa protein 1, beta | HSP90AB1 | 0.0072 | 1.30 | 1.90 |
| Bt.19709.1.S1_at | LAG1 homolog, ceramide synthase 2 | LASS2 | 0.0072 | 1.25 | 1.69 |
Figure 3GoSlimViewer graph of Cellular Component over-represented terms in IVF and CT embryos. Sub-cellular locations of gene products found at high levels in both IVF blastocysts (solid bars) and both groups of CT blastocysts (open bars). The proportion of genes present in the nucleus was higher in IVF embryos (31%) compared to CT embryos (5%). There were more membrane and intracellular genes in CT embryos compared to IVF embryos.
Figure 4GoSlimViewer graph of Biological Process over-represented terms in IVF and CT embryos. Biological processes of gene products found at high levels in both IVF blastocysts (solid bars) and CT blastocysts (open bars). No genes involved in development were upregulated in CT blastocysts compared to IVF blastocysts, for which 11% of the genes were involved in development. Conversely a greater proportion of metabolism genes were overrepresented in CT embryos compared to IVF embryos.
Figure 5GoSlimViewer graph of Molecular Function over-represented terms in IVF and CT embryos. Molecular functions of gene products found at high levels in IVF blastocysts (solid bars) and CT blastocysts (open bars). Genes with receptor function were higher in IVF blastocysts, while genes with catalytic, signal transduction and transporter functions were overrepresented in CT blastocysts.
Primers used for Real time PCR validation
| GAPDH_F | 295 | [GenBank: | |
| GAPDH_R | |||
| DNMT3A_F | 236 | [GenBank: | |
| DNMT3A_R | |||
| DNMT3B_F | 417 | [GenBank: | |
| DNMT3B_R | |||
| IGF2R_F | 397 | [GenBank: | |
| IGF2R_R | |||
| PLAC8_F | 200 | [GenBank: | |
| PLAC8_R | |||
| PGR_F | 394 | [GenBank: | |
| PGR_R | |||
| BIT1_F | 445 | [GenBank: | |
| BIT1_R | |||
| HMGN3_F | 355 | [GenBank: | |
| HMGN3_R | |||
| HSPA1A_F | 380 | [GenBank: | |
| HSPA1A_R | |||
| NGDN_F | 397 | [GenBank: | |
| NGDN_R | |||
| FBXO9_F | 445 | [GenBank: | |
| FBXO9_R | |||
| GNAI2_F | 215 | [GenBank: | |
| GNAI2_R | |||
| PALLD_F | 292 | [GenBank: | |
| PALLD_R | |||
| NFYA_F | 311 | [GenBank: | |
| NFYA_R | |||
| GATM_F | 262 | [GenBank: | |
| GATM_R | |||
| TASPASE1_F | 264 | [GenBank: | |
| TASPASE1-R |
Figure 6Real Time PCR gene expression analysis. Validation of gene expression patterns from the microarray analysis (black bars) by relative quantification through Real time PCR (open bars). A. Validation of gene expression patterns of PLAC8. B. Validation of gene expression patterns of HSPA1. C. Validation of gene expression patterns of HMGN3. D. Validation of gene expression patterns of DNMT3a. E. Validation of gene expression patterns of DNMT3b. F. Validation of gene expression patterns of IGF2R.
Figure 7Real Time PCR gene expression analysis. Validation of gene expression patterns from the microarray analysis (black bars) by relative quantification through Real time PCR (open bars). A. Validation of gene expression patterns of BIT1. B. Validation of gene expression patterns of NGDN. C. Validation of gene expression patterns of FBXO9. D. Validation of gene expression patterns of GNAI2. E. Validation of gene expression patterns of PGR. Real time PCR units indicate relative expression to the internal standard GAPDH. Different letters on top of each bar indicate significant differences in expression (P < 0.01).
Figure 8Real Time PCR gene expression analysis in bovine donor cells. Gene expression analysis of PALLD, NFYA, GATM and Taspase1 in donor cells lines derived from 0 rounds of cloning (DC0) first round of cloning (DC1), second round of cloning (DC2), fourth round of cloning (DC4), and fifth round of cloning (DC5). Units indicate relative expression to the internal standards GAPDH and 18S rRNA. Different letters indicate significant differences in expression between different donor cell lines (P < 0.01).
Figure 9Display of genes with high expression in IVF embryos. Data modelling of genes with high expression in IVF embryos compared to cloned embryos. The top networks in the pathway include cellular growth and proliferation, embryonic development, cellular assembly and organization, cellular death and response to stress and cancer.
Figure 10Display of genes with high expression in CT embryos. Data modelling of genes with higher expression in CT embryos compared to IVF embryos. The top networks in the pathway include cellular morphology, cellular development, cell signalling and metabolism.
Genes with putative cummulative downregulation in blastocysts obtained after serial rounds of chromatin tranfer
| Bt.5154.1.S1_at | heat shock 70 kD protein 1 | HSPA1A | 16655.53 | 4021.00 | 2975.26 | 4.14 | 5.60 |
| Bt.9759.1.S1_a_at | neuroguidin, EIF4E binding protein | NGDN | 11691.84 | 5346.60 | 3041.70 | 2.19 | 3.84 |
| Bt.5039.1.S1_at | high mobility group nucleosomal binding domain 3 | HMGN3 | 11195.32 | 6522.85 | 4078.53 | 1.72 | 2.74 |
| Bt.9759.2.S1_at | neuroguidin, EIF4E binding protein | NGDN | 5999.87 | 2431.02 | 1665.35 | 2.47 | 3.60 |
| Bt.4737.1.S2_s_at | prion protein | PRNP | 3552.73 | 1614.40 | 1425.30 | 2.20 | 2.49 |
| Bt.1854.1.S1_at | intraflagellar transport protein 20 | IFT20 | 3526.47 | 2139.25 | 1380.10 | 1.65 | 2.56 |
| Bt.27874.1.S1_s_at | phosphatidylserine receptor | PTDSR | 3476.73 | 1517.25 | 980.58 | 2.29 | 3.55 |
| Bt.15787.1.S1_at | Bcl-2 inhibitor of transcription | BIT1 | 2989.58 | 2007.15 | 1415.27 | 1.49 | 2.11 |
| Bt.20204.1.S1_at | Sjogren's syndrome/scleroderma autoantigen 1 | SSSCA1 | 1695.08 | 1056.05 | 579.62 | 1.61 | 2.92 |
| Bt.4595.1.S1_at | TSR2, 20S rRNA accumulation, homolog (S. cerevisiae) | TSR2 | 1567.39 | 755.35 | 568.11 | 2.08 | 2.76 |
| Bt.12250.1.S1_at | chromosome 14 open reading frame 10 | C14orf10 | 1525.13 | 981.80 | 567.59 | 1.55 | 2.69 |
| Bt.27095.1.S1_at | collaborates/cooperates with ARF (alternate reading frame) protein | CARF | 1390.25 | 907.40 | 668.85 | 1.53 | 2.08 |
| Bt.13928.2.S1_a_at | sodium channel modifier 1 | SCNM1 | 786.05 | 390.50 | 249.35 | 2.01 | 3.15 |
| Bt.6620.1.S1_at | myosin, heavy polypeptide 7, cardiac muscle, beta | MYH7 | 673.53 | 219.15 | 135.85 | 3.07 | 4.96 |
| Bt.19972.1.S1_at | proton-dependent gastrointestinal peptide transporter | PEPT1 | 567.85 | 189.46 | 170.27 | 3.00 | 3.34 |
| Bt.28010.1.S1_at | protease inhibitor 3, skin-derived (SKALP) | PI3 | 510.98 | 91.50 | 56.05 | 5.58 | 9.12 |
| Bt.5126.1.S1_at | hypertension-related calcium-regulated gene | COMMD5 | 449.40 | 335.50 | 176.24 | 1.34 | 2.55 |
| Bt.22523.1.S1_at | dispatched homolog 1 (Drosophila) | DISP1 | 402.17 | 174.75 | 155.13 | 2.30 | 2.59 |
| Bt.5828.1.S1_at | SERTA domain containing 1 | SERTAD1 | 357.71 | 287.95 | 157.44 | 1.24 | 2.27 |
| Bt.333.1.S1_at | transition protein 1 (during histone to protamine replacement) | TNP1 | 233.38 | 155.00 | 98.93 | 1.51 | 2.36 |
| Bt.14098.1.S1_at | microtubule-associated protein, RP/EB family, member 2 | MAPRE2 | 199.89 | 183.45 | 69.82 | 1.09 | 2.86 |
| Bt.4158.1.A1_at | oviduct specific glycoprotein | OVGP1 | 196.48 | 168.70 | 78.09 | 1.16 | 2.52 |
| Bt.22856.1.S1_at | neurofilament, medium polypeptide | NEF3 | 188.69 | 126.35 | 46.89 | 1.49 | 4.02 |
| Bt.9807.1.S1_at | glycoprotein (transmembrane) nmb | GPNMB | 154.95 | 52.30 | 24.03 | 2.96 | 6.45 |
| Bt.23151.1.S1_at | fucosyltransferase 10 (alpha (1,3) fucosyltransferase) | FUT10 | 154.43 | 114.10 | 55.12 | 1.35 | 2.80 |
| Bt.7239.1.S1_at | solute carrier family 6 (neurotransmitter transporter, dopamine), member 3 | SLC6A3 | 149.32 | 48.30 | 21.24 | 3.09 | 7.03 |
| Bt.12739.2.S1_a_at | membrane-associated ring finger (C3HC4) 2 | C3HC4 | 110.18 | 51.40 | 23.87 | 2.14 | 4.62 |
| Bt.6556.1.S1_at | regakine-1 protein | LOC504773 | 89.66 | 25.75 | 39.07 | 3.48 | 2.29 |
| Bt.12080.2.S1_at | Bernardinelli-Seip congenital lipodystrophy 2 | BSCL2 | 88.59 | 38.70 | 13.83 | 2.29 | 6.41 |
| Bt.13036.1.S1_at | progesterone receptor | PGR | 79.73 | 4.69 | 36.57 | 17.02 | 2.18 |
| Bt.2157.1.S1_a_at | RPGR-interacting protein 1 | RPGRIP1 | 77.03 | 58.90 | 6.56 | 1.31 | 11.75 |
| Bt.28409.2.S1_at | DNA replication factor | CDT1 | 71.69 | 55.20 | 12.73 | 1.30 | 5.63 |
| Bt.3771.1.A1_at | Nucleolar protein family A, member 1 | NOLA1 | 69.73 | 21.50 | 21.26 | 3.24 | 3.28 |
| Bt.27752.1.S1_at | tensin 4 | TNS4 | 69.66 | 43.05 | 8.73 | 1.62 | 7.98 |
| Bt.13024.2.S1_at | purinergic receptor P2Y G-protein coupled, 2 | P2RY2 | 67.08 | 46.15 | 22.11 | 1.45 | 3.03 |
| Bt.28017.1.S1_at | vacuolar H+-ATPase | LOC407191 | 65.07 | 34.20 | 17.47 | 1.90 | 3.73 |
| Bt.512.1.S1_at | nucleotide phosphodiesterase, 3'-5'-cyclic | PDE1A | 60.70 | 15.59 | 15.85 | 3.89 | 3.83 |
| Bt.12928.1.S1_at | Interleukin 13 | IL13 | 58.85 | 37.70 | 9.25 | 1.56 | 6.36 |
| Bt.29129.1.S1_at | anterior gradient 2 homologue | agr2 | 45.07 | 39.00 | 21.29 | 1.16 | 2.12 |
(P < 0.01).
Genes with putative cummulative upegulation in blastocysts obtained after serial rounds of chromatin tranfer
| Bt.4475.1.S1_at | NADH dehydrogenase (ubiquinone) Fe-S protein 2, 49 kDa (NADH-coenzyme Q reductase) | NDUFS2 | 6724.02 | 13373.15 | 14960.42 | 1.99 | 2.22 |
| Bt.3583.1.S1_at | villin 2 | VIL2 | 6698.24 | 13698.40 | 17209.52 | 2.05 | 2.57 |
| Bt.663.1.S1_at | palladin, cytoskeletal associated protein | PALLD | 5038.25 | 14502.45 | 19368.34 | 2.88 | 3.84 |
| Bt.9068.1.S1_at | non-muscle myosin heavy chain | LOC404108 | 3,972.71 | 6,504.05 | 8,152.57 | 1.64 | 2.05 |
| Bt.2841.1.S1_at | tryptophanyl-tRNA synthetase | WARS | 2,665.06 | 4,276.85 | 5,569.16 | 1.60 | 2.09 |
| Bt.4311.1.S1_at | guanidine nucleotide binding protein, (G protein), alpha inhibiting activity polypeptide 2 | GNAI2 | 2,389.08 | 3,859.15 | 7,740.86 | 1.62 | 3.24 |
| Bt.962.1.S1_at | golgi autoantigen, golgin subfamily a, 7 | GOLGA7 | 1,689.70 | 2,728.90 | 4,288.07 | 1.62 | 2.54 |
| Bt.760.1.S1_at | zinc finger protein 313 | Znf313 | 1,523.55 | 2,140.45 | 3,126.63 | 1.40 | 2.05 |
| Bt.803.1.A1_at | chromatin modifying protein 1B | CHMP1B | 1,315.99 | 2,093.75 | 3,934.13 | 1.59 | 2.99 |
| Bt.4503.1.S1_at | mitochondrial carrier homolog 2 | Mtch2 | 1,279.84 | 3,359.75 | 4,555.63 | 2.63 | 3.56 |
| Bt.23603.3.S1_at | F-box protein 9 | FBXO9 | 1,058.76 | 1,948.25 | 2,813.78 | 1.84 | 2.66 |
| Bt.7169.1.S1_at | methylmalonyl Coenzyme A mutase | MUT | 898.23 | 1,622.10 | 1,943.02 | 1.81 | 2.16 |
| Bt.14010.1.S1_at | leukotriene B4 12-hydroxydehydrogenase | LTB4DH | 841.63 | 5688.55 | 11345.50 | 6.76 | 13.48 |
| Bt.8933.1.S1_at | adaptor-related protein complex 3, sigma 2 subunit | AP3S2 | 667.54 | 1,071.50 | 1,425.67 | 1.61 | 2.14 |
| Bt.12261.1.A1_at | taspase 1 | C20orf13 | 435.56 | 1,113.20 | 1,293.73 | 2.56 | 2.97 |
| Bt.4738.1.S1_at | calpastatin | CAST | 329.41 | 504.45 | 890.74 | 1.53 | 2.70 |
| Bt.26764.1.A1_at | Lectomedin 2 | LEC2 | 307.46 | 1,085.70 | 1,567.79 | 3.53 | 5.10 |
| Bt.1388.1.S1_at | Abl-philin 2 isoform 2 | ZDHHC16 | 286.19 | 630.40 | 948.26 | 2.20 | 3.31 |
| Bt.20236.1.S1_at | thrombospondin repeat containing 1 | ADAMTSL4 | 211.65 | 322.35 | 522.48 | 1.52 | 2.47 |
| Bt.5330.1.S1_at | lysosomal-associated membrane protein 1 | LAMP1 | 194.91 | 174.90 | 1,195.48 | 0.90 | 6.13 |
| Bt.8870.3.S1_at | CGI-119 protein | CGI-119 | 128.16 | 218.35 | 403.76 | 1.70 | 3.15 |
| Bt.23209.1.S1_a_at | lectomedin 2 | LEC2 | 83.06 | 279.90 | 418.46 | 3.37 | 5.04 |
| Bt.318.1.S1_at | adrenergic, beta 3, receptor | ADRB3 | 26.17 | 52.65 | 89.07 | 2.01 | 3.40 |
| Bt.4057.1.S1_at | myosin, heavy polypeptide 10, non-muscle | MYH10 | 21.07 | 38.95 | 83.71 | 1.85 | 3.97 |
| Bt.4560.1.S1_s_at | trophoblast Kunitz domain protein 1 | TKDP1 | 21.03 | 43.25 | 88.08 | 2.06 | 4.19 |
| Bt.22858.1.S1_at | uroplakin IIIB | UPK3B | 16.02 | 16.70 | 100.71 | 1.04 | 6.29 |
| Bt.12304.1.S1_at | interferon-stimulated protein, 15 kDa | ISG15 | 15.51 | 67.95 | 66.46 | 4.38 | 4.29 |
| Bt.26830.2.S1_a_at | 5,10-methylenetetrahydrofolate reductase (NADPH) | MTHFR | 12.02 | 57.85 | 79.11 | 4.81 | 6.58 |
| Bt.5101.1.S1_at | prion protein interacting protein | PRNPIP | 8.97 | 32.00 | 74.73 | 3.57 | 8.33 |
| Bt.17862.1.A1_at | Guanine nucleotide binding protein (G protein), alpha stimulating activity polypeptide 1 | GNAS1 | 8.03 | 42.00 | 44.87 | 5.23 | 5.59 |
| Bt.2301.1.S1_at | Zinc finger protein 325 (gonadotropin inducible transcription repressor-3) | ZNF325 | 3.81 | 22.10 | 121.65 | 5.80 | 31.93 |
| Bt.17862.1.A1_at | Guanine nucleotide binding protein (G protein), alpha stimulating activity polypeptide 1 | GNAS1 | 8.03 | 42.00 | 44.87 | 5.23 | 5.59 |
| Bt.12304.1.S1_at | interferon-stimulated protein, 15 kDa | ISG15 | 15.51 | 67.95 | 66.46 | 4.38 | 4.29 |
| Bt.12261.1.A1_at | taspase 1 | C20orf13 | 435.56 | 1113.20 | 1293.73 | 2.56 | 2.97 |
| Bt.3583.1.S1_at | villin 2 | VIL2 | 6698.24 | 13698.40 | 17209.52 | 2.05 | 2.57 |
(P < 0.01)