| Literature DB >> 24705103 |
Toshihiko Fukamachi1, Syunsuke Ikeda2, Xin Wang3, Hiromi Saito4, Masatoshi Tagawa5, Hiroshi Kobayashi6.
Abstract
Although it is now well known that some diseased areas, such as cancer nests, inflammation loci, and infarction areas, are acidified, little is known about cellular signal transduction, gene expression, and cellular functions under acidic conditions. Our group showed that different signal proteins were activated under acidic conditions compared with those observed in a typical medium of around pH 7.4 that has been used until now. Investigations of gene expression under acidic conditions may be crucial to our understanding of signal transduction in acidic diseased areas. In this study, we investigated gene expression in mesothelioma cells cultured at an acidic pH using a DNA microarray technique. After 24 h culture at pH 6.7, expressions of 379 genes were increased more than twofold compared with those in cells cultured at pH 7.5. Genes encoding receptors, signal proteins including transcription factors, and cytokines including growth factors numbered 35, 32, and 17 among the 379 genes, respectively. Since the functions of 78 genes are unknown, it can be argued that cells may have other genes for signaling under acidic conditions. The expressions of 37 of the 379 genes were observed to increase after as little as 2 h. After 24 h culture at pH 6.7, expressions of 412 genes were repressed more than twofold compared with those in cells cultured at pH 7.5, and the 412 genes contained 35, 76, and 7 genes encoding receptors, signal proteins including transcription factors, and cytokines including growth factors, respectively. These results suggest that the signal pathways in acidic diseased areas are different, at least in part, from those examined with cells cultured at a pH of around 7.4.Entities:
Year: 2013 PMID: 24705103 PMCID: PMC3899954 DOI: 10.3390/genes4010065
Source DB: PubMed Journal: Genes (Basel) ISSN: 2073-4425 Impact factor: 4.096
Primers used in this study.
| Gene name | Sequence | |
|---|---|---|
| 18S rRNA | F; | TAGAGTGTTCAAAGCAGGCCC |
| R; | CCAACAAATAGAACCGCGGT | |
| IL-32 | F; | TCAAAGAGGGCTACCTGGAG |
| R; | TTTCAAGTAGAGGAGTGAGCTCTG | |
| ATP6V0D2 | F; | GACCCAGCAAGACTATATCAACC |
| R; | TGGAGATGAATTTTCAGGTCTTC | |
| TNFRSF9 | F; | AAACGGGGCAGAAAGAAACT |
| R; | CTTCTGGAAATCGGCAGCTA | |
| AREG | F; | GGGAGTGAGATTTCCCCTGT |
| R; | AGCCAGGTATTTGTGGTTCG | |
| DMGDH | F; | GAGCTCACGGCTGGATCTAC |
| R; | CCACCACCTGACCAGTTTCT | |
| ERBB3 | F; | TGCAGTGGATTCGAGAAGTG |
| R; | GGCAAACTTCCCATCGTAGA | |
18S rRNA, 18S ribosomal ribonucleic acid; IL-32, interleukin 32; ATP6V0D2, V0 subunit d2 of lysosomal H+ transporting ATPase; TNFRSF9, tumor necrosis factor receptor superfamily member 9; AREG, amphiregulin; DMGDH, dimethylglycine dehydrogenase; ERBB3, erythroblastic leukemia viral oncogene homolog 3.
Genes whose expression was induced more than twofold after 2, 5, and 24 h culture at acidic pH.
| Gene | 2 h | 5 h | 24 h |
|---|---|---|---|
| number of genes | 260 | 175 | 379 |
| receptors | 29 | 22 | 35 |
| signal proteins 1 | 25 | 21 | 32 |
| cytokines 2 | 5 | 10 | 17 |
1 including transcription factors; 2 including growth factors.
Figure 1Gene expressions of IL-32, TNFRSF9, AREG, ERBB3, ATP6V0D2, and DMGDH at pH 7.5 and 6.7 in TE-11 cells. TE-11 cells were incubated at pH 7.5 (open bars) and 6.7 (closed bars) for 24 h. mRNA number per one cell was detected with real-time quantitative PCR. Calculation is described in Materials and Methods. The mean values and standard deviations obtained from three independent experiments are represented. P values were calculated as described in Materials and Methods.
Classification of genes whose expression was induced at acidic pH.
| Group | Expression level * | Number of genes | |||
|---|---|---|---|---|---|
| 2 h | 5 h | 24 h | Total | Signal ** | |
| A | >2 | >2 | >2 | 15 | 7 |
| B | >2 | <=2 | >2 | 22 | 3 |
| C | <=2 | >2 | >2 | 37 | 8 |
| D | <=2 | <=2 | >2 | 305 | 66 |
| E | >2 | >2 | <=2 | 32 | 6 |
| F | <=2 | >2 | <=2 | 91 | 32 |
| G | >2 | <=2 | <=2 | 191 | 43 |
| total | 693 | 165 | |||
* ratio of the expression in cells cultured at pH 6.7 to those at pH 7.5; ** genes encoding receptors, signal proteins, transcription factors, cytokines, and growth factors.
Genes encoding receptors, signal proteins, transcription factors, cytokines, and growth factors whose expression was high at pH 6.7.
| Gene | Ratio * | Accession number | Description |
|---|---|---|---|
|
| |||
| RSPO3 | 7.346 | NM_032784 | R-spondin 3 homolog ( |
| IL32 | 3.711 | NM_001012631 | interleukin 32 |
| TAS2R39 | 3.035 | NM_176881 | taste receptor, type 2, member 39 |
| SLAMF8 | 2.751 | NM_020125 | SLAM family member 8 |
| TRAF1 | 2.644 | NM_005658 | TNF receptor-associated factor 1 |
| IL8 | 2.519 | NM_000584 | interleukin 8 |
| RAB33A | 2.356 | NM_004794 | RAB33A, member RAS oncogene family |
|
| |||
| LOC553158 | 4.306 | NM_181334 | PRR5-ARHGAP8 fusion |
| PPP1R3E | 3.702 | XM_927029 | protein phosphatase 1, regulatory (inhibitor) subunit 3E |
| BDKRB2 | 2.168 | NM_000623 | bradykinin receptor B2 |
|
| |||
| TNFRSF9 | 5.464 | NM_001561 | tumor necrosis factor receptor superfamily, member 9 |
| FGF7 | 3.219 | NM_002009 | fibroblast growth factor 7 (keratinocyte growth factor) |
| ZNF226 | 2.926 | NM_015919 | zinc finger protein 226 |
| MGC17330 | 2.755 | NM_052880 | HGFL gene |
| IL1RAP | 2.551 | NM_134470 | interleukin 1 receptor accessory protein |
| NFKBIZ | 2.159 | NM_001005474 | nuclear factor of κ light polypeptide gene enhancer in B-cells inhibitor, ζ |
| OLR1 | 2.054 | NM_002543 | oxidized low density lipoprotein (lectin-like) receptor 1 |
| TRIB3 | 2.031 | NM_021158 | tribbles homolog 3 (Drosophila) |
|
| |||
| ERBB3 | 5.997 | NM_001982 | v-erb-b2 erythroblastic leukemia viral oncogene homolog 3 (avian) |
| AREG | 5.650 | NM_001657 | amphiregulin (schwannoma-derived growth factor) |
| LOC653193 | 4.485 | XM_926448 | similar to Amphiregulin precursor (AR) (Colorectum cell-derived growth factor) (CRDGF) |
| RARRES1 | 3.882 | NM_002888 | retinoic acid receptor responder (tazarotene induced) 1 |
| RRAD | 3.827 | NM_004165 | Ras-related associated with diabetes |
| CRELD1 | 3.707 | NM_001031717 | cysteine-rich with EGF-like domains 1 |
| ARHGAP8 | 3.547 | NM_001017526 | Rho GTPase activating protein 8 |
| GPR78 | 3.302 | NM_080819 | G protein-coupled receptor 78 |
| GDF15 | 3.112 | NM_004864 | growth differentiation factor 15 |
| PTP4A3 | 3.037 | NM_007079 | protein tyrosine phosphatase type IVA, member 3 |
| IL16 | 2.926 | NM_004513 | interleukin 16 (lymphocyte chemoattractant factor) |
| PAQR6 | 2.919 | NM_198406 | progestin and adipoQ receptor family member VI |
| OR52N4 | 2.915 | NM_001005175 | olfactory receptor, family 52, subfamily N, member 4 |
| OR56B1 | 2.913 | NM_001005180 | olfactory receptor, family 56, subfamily B, member 1 |
| PTPRQ | 2.834 | XM_926134 | protein tyrosine phosphatase, receptor type, Q |
| LOC439957 | 2.784 | XM_495805 | similar to Ig κ chain V-I region Walker precursor |
| TNFSF9 | 2.744 | NM_003811 | tumor necrosis factor (ligand) superfamily, member 9 |
| TNFSF7 | 2.714 | NM_001252 | tumor necrosis factor (ligand) superfamily, member 7 |
| GPR87 | 2.641 | NM_023915 | G protein-coupled receptor 87 |
|
| |||
| GTF2IRD2B | 2.609 | NM_001003795 | general transcription factor 21 repeat domain containing 2β |
| RGS7 | 2.573 | NM_002924 | regulator of G-protein signalling 7 |
| FOLR3 | 2.506 | NM_000804 | folate receptor 3 (γ) |
| RELB | 2.471 | NM_006509 | v-rel reticuloendotheliosis viral oncogene homolog B, nuclear factor of κ light polypeptide gene enhancer in B-cells 3 (avian) |
| TAS2R40 | 2.459 | NM_176882 | taste receptor, type 2, member 40 |
| CCL3L3 | 2.418 | NM_001001437 | chemokine (C-C motif) ligand 3-like 3 |
| GPR144 | 2.391 | NM_182611 | G protein-coupled receptor 144 |
| RND1 | 2.389 | NM_014470 | Rho family GTPase 1 |
| CD6 | 2.381 | NM_006725 | CD6 molecule |
| ZNF165 | 2.368 | NM_003447 | zinc finger protein 165 |
| ICHTHYIN | 2.353 | XM_371777 | ichthyin protein |
| PKD1L1 | 2.334 | NM_138295 | polycystic kidney disease 1 like 1 |
| NPHP1 | 2.318 | NM_207181 | nephronophthisis 1 (juvenile) |
| PTK6 | 2.312 | NM_005975 | PTK6 protein tyrosine kinase 6 |
| IL15RA | 2.282 | NM_002189 | interleukin 15 receptor, α |
| POU6F1 | 2.271 | NM_002702 | POU domain, class 6, transcription factor 1 |
| TNFRSF10C | 2.268 | NM_003841 | tumor necrosis factor receptor superfamily, member 10c, decoy without an intracellular domain |
| IL15 | 2.248 | NM_172175 | interleukin 15 |
| P2RY12 | 2.233 | NM_176876 | purinergic receptor P2Y, G-protein coupled, 12 |
| MST1 | 2.186 | NM_020998 | macrophage stimulating 1 (hepatocyte growth factor-like) |
| KDR | 2.184 | NM_002253 | kinase insert domain receptor (a type III receptor tyrosine kinase) |
| GPR68 | 2.174 | NM_003485 | G protein-coupled receptor 68 |
| GPR44 | 2.170 | NM_004778 | G protein-coupled receptor 44 |
| RAI17 | 2.162 | NM_020338 | retinoic acid induced 17 |
| OR10V1 | 2.156 | NM_001005324 | olfactory receptor, family 10, subfamily V, member 1 |
| ASB1 | 2.148 | NM_016114 | ankyrin repeat and SOCS box-containing 1 |
| CMTM1 | 2.146 | NM_181293 | CKLF-like MARVEL transmembrane domain containing 1 |
| PHF7 | 2.141 | NM_173341 | PHD finger protein 7 |
| GPRC5D | 2.114 | NM_018654 | G protein-coupled receptor, family C, group 5, member D |
| TP53INP2 | 2.108 | NM_021202 | tumor protein p53 inducible nuclear protein 2 |
| ARHGAP15 | 2.082 | NM_018460 | Rho GTPase activating protein 15 |
| GEFT | 2.066 | NM_182947 | RAC/CDC42 exchange factor |
| PIM1 | 2.062 | NM_002648 | pim-1 oncogene |
| TNFRSF25 | 2.055 | NM_148973 | tumor necrosis factor receptor superfamily, member 25 |
| GPR157 | 2.049 | NM_024980 | G protein-coupled receptor 157 |
| NR2E3 | 2.045 | NM_014249 | nuclear receptor subfamily 2, group E, member 3 |
| LOC619207 | 2.042 | XM_927510 | scavenger receptor protein family member |
| WISP3 | 2.033 | NM_003880 | WNT1 inducible signaling pathway protein 3 |
| P2RX4 | 2.030 | NM_002560 | purinergic receptor P2X, ligand-gated ion channel, 4 |
| RASD2 | 2.029 | NM_014310 | RASD family, member 2 |
| FGF2 | 2.028 | NM_002006 | fibroblast growth factor 2 (basic) |
| RGR | 2.011 | NM_001012720 | retinal G protein coupled receptor |
|
| |||
| NRXN2 | 2.011 | NM_015080 | neurexin 2 |
| EDG4 | 2.009 | NM_004720 | endothelial differentiation, lysophosphatidic acid G-protein-coupled receptor, 4 |
| KGFLP1 | 2.006 | NM_174950 | keratinocyte growth factor-like protein 1 |
| PTPRH | 2.005 | NM_002842 | protein tyrosine phosphatase, receptor type, H |
| OR52A5 | 2.001 | NM_001005160 | olfactory receptor, family 52, subfamily A, member 5 |
|
| |||
| KLF9 | 3.169 | NM_001206 | Kruppel-like factor 9 |
| CLASP2 | 2.029 | NM_015097 | cytoplasmic linker associated protein 2 |
| E2F5 | 2.267 | NM_001951 | E2F transcription factor 5, p130-binding |
| ZNF474 | 2.203 | NM_207317 | zinc finger protein 474 |
| GPR37 | 2.411 | NM_005302 | G protein-coupled receptor 37 (endothelin receptor type B-like) |
| PAX5 | 2.097 | NM_016734 | paired box gene 5 (B-cell lineage specific activator) |
|
| |||
| OR4D6 | 2.809 | NM_001004708 | olfactory receptor, family 4, subfamily D, member 6 |
| OR5B12 | 2.783 | NM_001004733 | olfactory receptor, family 5, subfamily B, member 12 |
| VENTX | 2.515 | NM_014468 | VENT homeobox homolog ( |
| UNC5B | 2.438 | NM_170744 | unc-5 homolog B ( |
| OR1J4 | 2.416 | NM_001004452 | olfactory receptor, family 1, subfamily J, member 4 |
| NR5A1 | 2.338 | NM_004959 | nuclear receptor subfamily 5, group A, member 1 |
| SESN2 | 2.331 | NM_031459 | sestrin 2 |
| CCL25 | 2.308 | NM_148888 | chemokine (C-C motif) ligand 25 |
| IL21R | 2.301 | NM_021798 | interleukin 21 receptor |
| ATF3 | 2.220 | NM_001030287 | activating transcription factor 3 |
| TLR1 | 2.212 | NM_003263 | toll-like receptor 1 |
| C1QTNF7 | 2.202 | NM_031911 | C1q and tumor necrosis factor related protein 7 |
| TBX19 | 2.186 | NM_005149 | T-box 19 |
| MXD1 | 2.163 | NM_002357 | MAX dimerization protein 1 |
| GTPBP2 | 2.148 | NM_019096 | GTP binding protein 2 |
| NR4A2 | 2.117 | NM_006186 | nuclear receptor subfamily 4, group A, member 2 |
| PHLDA1 | 2.116 | NM_007350 | pleckstrin homology-like domain, family A, member 1 |
| LCP1 | 2.111 | NM_002298 | lymphocyte cytosolic protein 1 (L-plastin) |
| FGFBP1 | 2.111 | NM_005130 | fibroblast growth factor binding protein 1 |
| OR2B11 | 2.078 | NM_001004492 | olfactory receptor, family 2, subfamily B, member 11 |
| OR56A3 | 2.073 | NM_001003443 | olfactory receptor, family 56, subfamily A, member 3 |
| GH2 | 2.071 | NM_002059 | growth hormone 2 |
| PTHLH | 2.061 | NM_002820 | parathyroid hormone-like hormone |
| THBD | 2.059 | NM_000361 | thrombomodulin |
| HGF | 2.055 | NM_000601 | hepatocyte growth factor (hepapoietin A; scatter factor) |
| ARTN | 2.051 | NM_003976 | artemin |
| EPHA8 | 2.040 | NM_020526 | EPH receptor A8 |
| CD200R1 | 2.023 | NM_138939 | CD200 receptor 1 |
| FZD7 | 2.017 | NM_003507 | frizzled homolog 7 (Drosophila) |
| S100A12 | 2.012 | NM_005621 | S100 calcium binding protein A12 (calgranulin C) |
|
| |||
| SPIC | 2.008 | NM_152323 | Spi-C transcription factor (Spi-1/PU.1 related) |
| VSIG4 | 2.006 | NM_007268 | V-set and immunoglobulin domain containing 4 |
| Group G | |||
| TCF21 | 3.518 | NM_198392 | transcription factor 21 |
| DOK6 | 2.827 | NM_152721 | docking protein 6 |
| FZD3 | 2.815 | NM_017412 | frizzled homolog 3 (Drosophila) |
| CD86 | 2.686 | NM_006889 | CD86 molecule |
| OR2L13 | 2.677 | NM_175911 | olfactory receptor, family 2, subfamily L, member 13 |
| IL18RAP | 2.557 | NM_003853 | interleukin 18 receptor accessory protein |
| TRPA1 | 2.427 | NM_007332 | transient receptor potential cation channel, subfamily A, member 1 |
| RTP3 | 2.417 | NM_031440 | receptor transporter protein 3 |
| GRIA2 | 2.353 | NM_000826 | glutamate receptor, ionotropic, AMPA 2 |
| OR51E1 | 2.351 | NM_152430 | olfactory receptor, family 51, subfamily E, member 1 |
| GRM2 | 2.343 | NM_000839 | glutamate receptor, metabotropic 2 |
| FCRLM1 | 2.335 | NM_032738 | Fc receptor-like and mucin-like 1 |
| NR4A3 | 2.332 | NM_173199 | nuclear receptor subfamily 4, group A, member 3 |
| SPI1 | 2.288 | NM_003120 | spleen focus forming virus (SFFV) proviral integration oncogene spi1 |
| SMAD6 | 2.282 | NM_005585 | SMAD, mothers against DPP homolog 6 (Drosophila) |
| LOC642400 | 2.281 | XM_925921 | similar to tripartite motif protein 17 |
| CAMTA1 | 2.274 | NM_015215 | calmodulin binding transcription activator 1 |
| GDF6 | 2.260 | NM_001001557 | growth differentiation factor 6 |
| OR51B2 | 2.258 | NM_033180 | olfactory receptor, family 51, subfamily B, member 2 |
| OR7D4 | 2.238 | NM_001005191 | olfactory receptor, family 7, subfamily D, member 4 |
| ECGF1 | 2.227 | NM_001953 | endothelial cell growth factor 1 (platelet-derived) |
| LAIR1 | 2.218 | NM_002287 | leukocyte-associated immunoglobulin-like receptor 1 |
| NELL1 | 2.209 | NM_006157 | NEL-like 1 (chicken) |
| OR8J1 | 2.188 | NM_001005205 | olfactory receptor, family 8, subfamily J, member 1 |
| GRM3 | 2.178 | NM_000840 | glutamate receptor, metabotropic 3 |
| PRKCQ | 2.170 | NM_006257 | protein kinase C, θ |
| PPP1R3F | 2.164 | NM_033215 | protein phosphatase 1, regulatory (inhibitor) subunit 3F |
| LOC642338 | 2.150 | XM_925874 | similar to vomeronasal 1 receptor, C3 |
| CPNE5 | 2.148 | NM_020939 | copine V |
| EPHB6 | 2.134 | NM_004445 | EPH receptor B6 |
| OR51M1 | 2.119 | NM_001004756 | olfactory receptor, family 51, subfamily M, member 1 |
| PTPRC | 2.105 | NM_002838 | protein tyrosine phosphatase, receptor type, C |
| EBF3 | 2.100 | NM_001005463 | early B-cell factor 3 |
| BMPR1B | 2.091 | NM_001203 | bone morphogenetic protein receptor, type IB |
| HRH4 | 2.084 | NM_021624 | histamine receptor H4 |
| SHE | 2.082 | NM_001010846 | Src homology 2 domain containing E |
| T2R55 | 2.073 | NM_181429 | taste receptor T2R55 |
| SBK1 | 2.067 | NM_001024401 | SH3-binding domain kinase 1 |
| RASGRP2 | 2.048 | NM_005825 | RAS guanyl releasing protein 2 (calcium and DAG-regulated) |
| CD96 | 2.047 | NM_005816 | CD96 molecule |
| GRIN2B | 2.028 | NM_000834 | glutamate receptor, ionotropic, |
|
| |||
| YAF2 | 2.018 | NM_001012424 | YY1 associated factor 2 |
| LCP2 | 2.001 | NM_005565 | lymphocyte cytosolic protein 2 (SH2 domain containing leukocyte protein of 76 kDa) |
* ratio of the expression in cells cultured at pH 6.7 after 24, 5, and 2 h culture to those at pH 7.5 in groups A to D, E to F, and G, respectively.
Genes whose expression was repressed more than twofold after 2, 5, and 24 h culture at acidic pH.
| Gene | 2 h | 5 h | 24 h |
|---|---|---|---|
| number of genes | 385 | 141 | 412 |
| receptors | 32 | 14 | 35 |
| signal proteins 1 | 31 | 14 | 76 |
| cytokines 2 | 8 | 0 | 7 |
1 including transcription factors; 2 including growth factors.
Classification of genes whose expression was repressed at acidic pH.
| Group | Expression level * | Number of genes | |||
|---|---|---|---|---|---|
| 2 h | 5 h | 24 h | Total | Signal ** | |
| A | <0.5 | <0.5 | <0.5 | 8 | 4 |
| B | <0.5 | >=0.5 | <0.5 | 9 | 3 |
| C | >=0.5 | <0.5 | <0.5 | 32 | 4 |
| D | >=0.5 | >=0.5 | <0.5 | 363 | 107 |
| E | <0.5 | <0.5 | >=0.5 | 25 | 8 |
| F | >=0.5 | <0.5 | >=0.5 | 76 | 12 |
| G | <0.5 | >=0.5 | >=0.5 | 343 | 56 |
| total | 856 | 194 | |||
* ratio of the expression in cells cultured at pH 6.7 to those at pH 7.5; ** genes encoding receptors, signal proteins, transcription factors, cytokines, and growth factors.
Genes encoding receptors, signal proteins, transcription factors, cytokines, and growth factors whose expression was repressed at pH 6.7.
| Gene | Ratio * | Accession number | Description |
|---|---|---|---|
|
| |||
| IL11 | 0.158 | NM_000641 | interleukin 11 |
| CCRL2 | 0.324 | NM_003965 | chemokine (C-C motif) receptor-like 2 |
| CD300LG | 0.444 | NM_145273 | CD300 molecule-like family member g |
| ATOH1 | 0.459 | NM_005172 | atonal homolog 1 (Drosophila) |
|
| |||
| RASGEF1C | 0.486 | NM_001031799 | RasGEF domain family, member 1C |
| LGR5 | 0.491 | NM_003667 | leucine-rich repeat-containing G protein-coupled receptor 5 |
| HSH2D | 0.493 | NM_032855 | hematopoietic SH2 domain containing |
|
| |||
| TLR4 | 0.099 | NM_138554 | toll-like receptor 4 |
| TSSK2 | 0.421 | NM_053006 | testis-specific serine kinase 2 |
| ADRB2 | 0.475 | NM_000024 | adrenergic, β-2-, receptor, surface |
| FLRT2 | 0.400 | NM_013231 | fibronectin leucine rich transmembrane protein 2 |
|
| |||
| E2F2 | 0.150 | NM_004091 | E2F transcription factor 2 |
| ADRA2A | 0.193 | NM_000681 | adrenergic, α-2A-, receptor |
| APLN | 0.243 | NM_017413 | apelin, AGTRL1 ligand |
| REEP1 | 0.244 | NM_022912 | receptor accessory protein 1 |
| ARHGAP26 | 0.252 | NM_015071 | Rho GTPase activating protein 26 |
| UHRF1 | 0.259 | NM_013282 | ubiquitin-like, containing PHD and RING finger domains, 1 |
| ZNF367 | 0.261 | NM_153695 | zinc finger protein 367 |
| POU5F1 | 0.267 | NM_203289 | POU domain, class 5, transcription factor 1 |
| RGS4 | 0.269 | NM_005613 | regulator of G-protein signalling 4 |
| RHOJ | 0.269 | NM_020663 | ras homolog gene family, member J |
| MCF2 | 0.270 | NM_005369 | MCF.2 cell line derived transforming sequence |
| CHRNA5 | 0.276 | NM_000745 | cholinergic receptor, nicotinic, α 5 |
| GPR115 | 0.285 | NM_153838 | G protein-coupled receptor 115 |
| SORCS3 | 0.286 | NM_014978 | sortilin-related VPS10 domain containing receptor 3 |
| RBM14 | 0.287 | NM_006328 | RNA binding motif protein 14 |
| PDE4B | 0.298 | NM_001037339 | phosphodiesterase 4B, cAMP-specific (phosphodiesterase E4 dunce homolog, Drosophila) |
| PIK3CG | 0.310 | NM_002649 | phosphoinositide-3-kinase, catalytic, γ polypeptide |
| RGPD2 | 0.311 | NM_001024457 | RANBP2-like and GRIP domain containing 2 |
| TP53RK | 0.314 | NM_033550 | TP53 regulating kinase |
| MAP2K6 | 0.320 | NM_002758 | mitogen-activated protein kinase kinase 6 |
| TP73 | 0.330 | NM_005427 | tumor protein p73 |
| GPR63 | 0.338 | NM_030784 | G protein-coupled receptor 63 |
| FST | 0.340 | NM_006350 | follistatin |
| MPP4 | 0.347 | NM_033066 | membrane protein, palmitoylated 4 (MAGUK p55 subfamily member 4) |
| PDE4D | 0.350 | NM_006203 | phosphodiesterase 4D, cAMP-specific (phosphodiesterase E3 dunce homolog, Drosophila) |
| ANXA10 | 0.355 | NM_007193 | annexin A10 |
|
| |||
| RBL1 | 0.355 | NM_002895 | retinoblastoma-like 1 (p107) |
| KIT | 0.360 | NM_000222 | v-kit Hardy-Zuckerman 4 feline sarcoma viral oncogene homolog |
| PBX1 | 0.368 | NM_002585 | pre-B-cell leukemia transcription factor 1 |
| MTUS1 | 0.371 | NM_001001924 | mitochondrial tumor suppressor 1 |
| RORB | 0.386 | NM_006914 | RAR-related orphan receptor B |
| LHX6 | 0.389 | NM_014368 | LIM homeobox 6 |
| PAQR4 | 0.392 | NM_152341 | progestin and adipoQ receptor family member IV |
| ABRA | 0.394 | NM_139166 | actin-binding Rho activating protein |
| GDAP1 | 0.396 | NM_018972 | ganglioside-induced differentiation-associated protein 1 |
| C1QTNF2 | 0.399 | NM_031908 | C1q and tumor necrosis factor related protein 2 |
| CMTM1 | 0.400 | NM_181289 | CKLF-like MARVEL transmembrane domain containing 1 |
| MLR1 | 0.404 | NM_153686 | transcription factor MLR1 |
| TSPAN8 | 0.405 | NM_004616 | tetraspanin 8 |
| SH2D4B | 0.406 | NM_207372 | SH2 domain containing 4B |
| E2F1 | 0.406 | NM_005225 | E2F transcription factor 1 |
| VANGL1 | 0.411 | NM_138959 | vang-like 1 (van gogh, Drosophila) |
| DUSP6 | 0.415 | NM_001946 | dual specificity phosphatase 6 |
| FZD3 | 0.416 | NM_017412 | frizzled homolog 3 (Drosophila) |
| PPARGC1A | 0.417 | NM_013261 | peroxisome proliferative activated receptor, γ, coactivator 1, α |
| HOXB7 | 0.419 | NM_004502 | homeobox B7 |
| PTGER2 | 0.420 | NM_000956 | prostaglandin E receptor 2 (subtype EP2), 53 kDa |
| NGEF | 0.421 | NM_019850 | neuronal guanine nucleotide exchange factor |
| FGF18 | 0.421 | NM_033649 | fibroblast growth factor 18 |
| LOC653528 | 0.425 | XM_927910 | similar to Teratocarcinoma-derived growth factor 2 (Epidermal growth factor-like cripto protein CR3) (Cripto-3 growth factor) |
| OR4N2 | 0.426 | NM_001004723 | olfactory receptor, family 4, subfamily N, member 2 |
| NKX6-2 | 0.429 | NM_177400 | NK6 transcription factor related, locus 2 (Drosophila) |
| NFKBIL2 | 0.431 | NM_013432 | nuclear factor of κ light polypeptide gene enhancer in B-cells inhibitor-like 2 |
| PTPN22 | 0.431 | NM_012411 | protein tyrosine phosphatase, non-receptor type 22 (lymphoid) |
| LOC392269 | 0.432 | XM_928112 | similar to Transcription factor SOX-2 |
| MAL2 | 0.432 | NM_052886 | mal, T-cell differentiation protein 2 |
| SELPLG | 0.434 | NM_003006 | selectin P ligand |
| GPR177 | 0.434 | NM_001002292 | G protein-coupled receptor 177 |
| NCOA5 | 0.437 | NM_020967 | nuclear receptor coactivator 5 |
| RIF1 | 0.437 | NM_018151 | RAP1 interacting factor homolog (yeast) |
| GPR3 | 0.439 | NM_005281 | G protein-coupled receptor 3 |
| CDC14A | 0.439 | NM_003672 | CDC14 cell division cycle 14 homolog A ( |
| RP3-509I19.5 | 0.444 | XM_294019 | similar to ECT2 protein (Epithelial cell transforming sequence 2 oncogene) |
| ADORA1 | 0.444 | NM_000674 | adenosine A1 receptor |
| PTCH | 0.446 | NM_000264 | patched homolog (Drosophila) |
| TCF21 | 0.446 | NM_003206 | transcription factor 21 |
| SPRY4 | 0.448 | NM_030964 | sprouty homolog 4 (Drosophila) |
| CBX2 | 0.450 | NM_005189 | chromobox homolog 2 (Pc class homolog, Drosophila) |
| OR6C74 | 0.451 | NM_001005490 | olfactory receptor, family 6, subfamily C, member 74 |
|
| |||
| CXCL14 | 0.452 | NM_004887 | chemokine (C-X-C motif) ligand 14 |
| CUBN | 0.453 | NM_001081 | cubilin (intrinsic factor-cobalamin receptor) |
| NRG2 | 0.457 | NM_013985 | neuregulin 2 |
| SGIP1 | 0.457 | NM_032291 | SH3-domain GRB2-like (endophilin) interacting protein 1 |
| GNGT2 | 0.457 | NM_031498 | guanine nucleotide binding protein (G protein), γ transducing activity polypeptide 2 |
| EBF | 0.458 | NM_024007 | early B-cell factor |
| ACVR1C | 0.458 | NM_145259 | activin A receptor, type IC |
| PHTF2 | 0.458 | NM_020432 | putative homeodomain transcription factor 2 |
| RASSF1 | 0.460 | NM_007182 | Ras association (RalGDS/AF-6) domain family 1 |
| GPR109A | 0.462 | NM_177551 | G protein-coupled receptor 109A |
| TSHR | 0.463 | NM_000369 | thyroid stimulating hormone receptor |
| SIM2 | 0.468 | NM_009586 | single-minded homolog 2 (Drosophila) |
| GABRA6 | 0.469 | NM_000811 | γ-aminobutyric acid (GABA) A receptor, alpha 6 |
| LAT2 | 0.469 | NM_032464 | linker for activation of T cells family, member 2 |
| PHKG1 | 0.472 | NM_006213 | phosphorylase kinase, γ 1 (muscle) |
| RGPD4 | 0.473 | XM_496581 | RANBP2-like and GRIP domain containing 4 |
| NKD1 | 0.474 | NM_033119 | naked cuticle homolog 1 (Drosophila) |
| ZNF588 | 0.475 | NM_001013746 | zinc finger protein 588 |
| SH3TC2 | 0.476 | NM_024577 | SH3 domain and tetratricopeptide repeats 2 |
| FZD1 | 0.478 | NM_003505 | frizzled homolog 1 (Drosophila) |
| PKMYT1 | 0.478 | NM_004203 | protein kinase, membrane associated tyrosine/threonine 1 |
| DUSP4 | 0.480 | NM_001394 | dual specificity phosphatase 4 |
| WDR4 | 0.480 | NM_018669 | WD repeat domain 4 |
| WDR76 | 0.481 | NM_024908 | WD repeat domain 76 |
| WDHD1 | 0.483 | NM_001008396 | WD repeat and HMG-box DNA binding protein 1 |
| HOXA7 | 0.485 | NM_006896 | homeobox A7 |
| WDR69 | 0.486 | NM_178821 | WD repeat domain 69 |
| TFAP2C | 0.487 | NM_003222 | transcription factor AP-2 γ (activating enhancer binding protein 2 γ) |
| CDGAP | 0.488 | NM_020754 | Cdc42 GTPase-activating protein |
| RPIB9 | 0.491 | NM_138290 | Rap2-binding protein 9 |
| IFNAR1 | 0.493 | NM_000629 | interferon (α, β and ω) receptor 1 |
| POU3F2 | 0.493 | NM_005604 | POU domain, class 3, transcription factor 2 |
| LOC402279 | 0.497 | XM_377945 | similar to glutamate receptor, metabotropic 8 |
| EYA4 | 0.498 | NM_004100 | eyes absent homolog 4 (Drosophila) |
| ISL1 | 0.498 | NM_002202 | ISL1 transcription factor, LIM/homeodomain, (islet-1) |
| SIRPD | 0.499 | NM_178460 | signal-regulatory protein δ |
| NEDD9 | 0.499 | NM_182966 | neural precursor cell expressed, developmentally down-regulated 9 |
| TLR3 | 0.500 # | NM_003265 | toll-like receptor 3 |
| Group E | |||
| RAPSN | 0.354 | NM_005055 | receptor-associated protein of the synapse, 43 kDa |
| GRAP | 0.363 | NM_006613 | GRB2-related adaptor protein |
| CD48 | 0.410 | NM_001778 | CD48 molecule |
| LOC642966 | 0.428 | XM_926351 | similar to olfactory receptor 139 |
| SALL1 | 0.437 | NM_002968 | sal-like 1 (Drosophila) |
|
| |||
| GLIS1 | 0.438 | NM_147193 | GLIS family zinc finger 1 |
| FOLR1 | 0.471 | NM_016725 | folate receptor 1 (adult) |
| NRG4 | 0.482 | NM_138573 | neuregulin 4 |
| Group F | |||
| TACR1 | 0.408 | NM_015727 | tachykinin receptor 1 |
| NHLH1 | 0.414 | NM_005598 | nescient helix loop helix 1 |
| NF2 | 0.420 | NM_181825 | neurofibromin 2 (bilateral acoustic neuroma) |
| LOC440607 | 0.427 | NM_001004340 | Fc-γ receptor I B2 |
| MAF | 0.443 | NM_001031804 | v-maf musculoaponeurotic fibrosarcoma oncogene homolog (avian) |
| ZNF160 | 0.449 | NM_033288 | zinc finger protein 160 |
| DUSP2 | 0.454 | NM_004418 | dual specificity phosphatase 2 |
| SOCS1 | 0.456 | NM_003745 | suppressor of cytokine signaling 1 |
| CHRNA3 | 0.471 | NM_000743 | cholinergic receptor, nicotinic, α 3 |
| CRLF2 | 0.481 | NM_022148 | cytokine receptor-like factor 2 |
| MRAP | 0.487 | NM_178817 | melanocortin 2 receptor accessory protein |
| RPIP8 | 0.491 | NM_006695 | RaP2 interacting protein 8 |
|
| |||
| CLEC4G | 0.198 | NM_198492 | C-type lectin superfamily 4, member G |
| FSTL4 | 0.246 | NM_015082 | follistatin-like 4 |
| RAB6C | 0.282 | NM_032144 | RAB6C, member RAS oncogene family |
| CSF3 | 0.295 | NM_172220 | colony stimulating factor 3 (granulocyte) |
| OR2T34 | 0.301 | NM_001001821 | olfactory receptor, family 2, subfamily T, member 34 |
| RRP22 | 0.304 | NM_001007279 | RAS-related on chromosome 22 |
| UTF1 | 0.305 | NM_003577 | undifferentiated embryonic cell transcription factor 1 |
| CHRND | 0.306 | NM_000751 | cholinergic receptor, nicotinic, δ |
| GPR6 | 0.316 | NM_005284 | G protein-coupled receptor 6 |
| ANGPTL6 | 0.324 | NM_031917 | angiopoietin-like 6 |
| OR2M7 | 0.346 | NM_001004691 | olfactory receptor, family 2, subfamily M, member 7 |
| OR10P1 | 0.356 | NM_206899 | olfactory receptor, family 10, subfamily P, member 1 |
| FOXD3 | 0.364 | NM_012183 | forkhead box D3 |
| ZAP70 | 0.377 | NM_207519 | ζ-chain (TCR) associated protein kinase 70 kDa |
| PTGER3 | 0.392 | NM_000957 | prostaglandin E receptor 3 (subtype EP3) |
| CDX4 | 0.395 | NM_005193 | caudal type homeobox transcription factor 4 |
| TBX21 | 0.405 | NM_013351 | T-box 21 |
| TAS2R13 | 0.408 | NM_023920 | taste receptor, type 2, member 13 |
| IL17RE | 0.414 | NM_153482 | interleukin 17 receptor E |
| PRDM9 | 0.415 | NM_020227 | PR domain containing 9 |
| CXCL12 | 0.422 | NM_199168 | chemokine (C-X-C motif) ligand 12 (stromal cell-derived factor 1) |
| LILRA4 | 0.430 | NM_012276 | leukocyte immunoglobulin-like receptor, subfamily A (with TM domain), member 4 |
| LOC642506 | 0.433 | XM_926003 | similar to double homeobox 4c |
| NEUROD6 | 0.435 | NM_022728 | neurogenic differentiation 6 |
| KLF14 | 0.438 | NM_138693 | Kruppel-like factor 14 |
| TFAP2E | 0.439 | NM_178548 | transcription factor AP-2 ε (activating enhancer binding protein 2 ε) |
|
| |||
| CCL1 | 0.439 | NM_002981 | chemokine (C-C motif) ligand 1 |
| VAV3 | 0.439 | NM_006113 | vav 3 oncogene |
| IRS3L | 0.444 | XM_498229 | insulin receptor substrate 3-like |
| GPR81 | 0.445 | NM_032554 | G protein-coupled receptor 81 |
| GPR32 | 0.445 | NM_001506 | G protein-coupled receptor 32 |
| GDF7 | 0.446 | NM_182828 | growth differentiation factor 7 |
| WDR42C | 0.447 | XM_293354 | WD repeat domain 42C |
| LOC619207 | 0.454 | XM_927516 | scavenger receptor protein family member |
| FOLR1 | 0.457 | NM_016724 | folate receptor 1 (adult) |
| ADRA1D | 0.457 | NM_000678 | adrenergic, α-1D-, receptor |
| IL12RB2 | 0.459 | NM_001559 | interleukin 12 receptor, β 2 |
| GRIN1 | 0.460 | NM_007327 | glutamate receptor, ionotropic, |
| SHC2 | 0.461 | XM_375550 | SHC (Src homology 2 domain containing) transforming protein 2 |
| RAXL1 | 0.464 | NM_032753 | retina and anterior neural fold homeobox like 1 |
| CAMK2B | 0.472 | NM_172084 | calcium/calmodulin-dependent protein kinase (CaM kinase) II β |
| CCL15 | 0.473 | NM_004167 | chemokine (C-C motif) ligand 15 |
| FSHR | 0.474 | NM_000145 | follicle stimulating hormone receptor |
| WDR40B | 0.478 | NM_178470 | WD repeat domain 40B |
| MAFB | 0.482 | NM_005461 | v-maf musculoaponeurotic fibrosarcoma oncogene homolog B (avian) |
| TPRX1 | 0.484 | NM_198479 | tetra-peptide repeat homeobox 1 |
| FLT1 | 0.487 | NM_002019 | fms-related tyrosine kinase 1 (vascular endothelial growth factor/vascular permeability factor receptor) |
| OLIG2 | 0.488 | NM_005806 | oligodendrocyte lineage transcription factor 2 |
| TBXA2R | 0.490 | NM_001060 | thromboxane A2 receptor |
| SSTR5 | 0.490 | NM_001053 | somatostatin receptor 5 |
| MYOG | 0.491 | NM_002479 | myogenin (myogenic factor 4) |
| OR2AG1 | 0.492 | NM_001004489 | olfactory receptor, family 2, subfamily AG, member 1 |
| FOXD4L1 | 0.495 | NM_012184 | forkhead box D4-like 1 |
| PSPN | 0.495 | NM_004158 | persephin |
| PJCG6 | 0.496 | NM_001040066 | similar to olfactory receptor 873 |
| TSHR | 0.499 | NM_001018036 | thyroid stimulating hormone receptor |
* ratio of the expression in cells cultured at pH 6.7 after 24, 5, and 2 h culture to those at pH 7.5 in groups A to D, E to F, and G, respectively; # 0.499857.