Highly recurrent CBS epimutations in gastric cancer CpG island methylator phenotypes and inflammation.
Animals
Cell Line, Tumor
CpG Islands
/ genetics
Cystathionine beta-Synthase
/ genetics
DNA Methylation
/ genetics
Epithelial Cells
/ metabolism
Gene Deletion
Humans
Inflammation
/ genetics
Intestines
/ pathology
Metaplasia
Mice, Transgenic
Mutation
/ genetics
Phenotype
Proteome
/ metabolism
Stomach Neoplasms
/ genetics
Transcriptome
/ genetics
CBS
CIMP
Gastric cancer
Inflammation
Journal
Genome biology
ISSN: 1474-760X
Titre abrégé: Genome Biol
Pays: England
ID NLM: 100960660
Informations de publication
Date de publication:
01 06 2021
01 06 2021
Historique:
received:
28
01
2021
accepted:
06
05
2021
entrez:
2
6
2021
pubmed:
3
6
2021
medline:
21
1
2022
Statut:
epublish
Résumé
CIMP (CpG island methylator phenotype) is an epigenetic molecular subtype, observed in multiple malignancies and associated with the epigenetic silencing of tumor suppressors. Currently, for most cancers including gastric cancer (GC), mechanisms underlying CIMP remain poorly understood. We sought to discover molecular contributors to CIMP in GC, by performing global DNA methylation, gene expression, and proteomics profiling across 14 gastric cell lines, followed by similar integrative analysis in 50 GC cell lines and 467 primary GCs. We identify the cystathionine beta-synthase enzyme (CBS) as a highly recurrent target of epigenetic silencing in CIMP GC. Likewise, we show that CBS epimutations are significantly associated with CIMP in various other cancers, occurring even in premalignant gastroesophageal conditions and longitudinally linked to clinical persistence. Of note, CRISPR deletion of CBS in normal gastric epithelial cells induces widespread DNA methylation changes that overlap with primary GC CIMP patterns. Reflecting its metabolic role as a gatekeeper interlinking the methionine and homocysteine cycles, CBS loss in vitro also causes reductions in the anti-inflammatory gasotransmitter hydrogen sulfide (H Our results implicate CBS as a bi-faceted modifier of aberrant DNA methylation and inflammation in GC and highlights H
Sections du résumé
BACKGROUND
CIMP (CpG island methylator phenotype) is an epigenetic molecular subtype, observed in multiple malignancies and associated with the epigenetic silencing of tumor suppressors. Currently, for most cancers including gastric cancer (GC), mechanisms underlying CIMP remain poorly understood. We sought to discover molecular contributors to CIMP in GC, by performing global DNA methylation, gene expression, and proteomics profiling across 14 gastric cell lines, followed by similar integrative analysis in 50 GC cell lines and 467 primary GCs.
RESULTS
We identify the cystathionine beta-synthase enzyme (CBS) as a highly recurrent target of epigenetic silencing in CIMP GC. Likewise, we show that CBS epimutations are significantly associated with CIMP in various other cancers, occurring even in premalignant gastroesophageal conditions and longitudinally linked to clinical persistence. Of note, CRISPR deletion of CBS in normal gastric epithelial cells induces widespread DNA methylation changes that overlap with primary GC CIMP patterns. Reflecting its metabolic role as a gatekeeper interlinking the methionine and homocysteine cycles, CBS loss in vitro also causes reductions in the anti-inflammatory gasotransmitter hydrogen sulfide (H
CONCLUSIONS
Our results implicate CBS as a bi-faceted modifier of aberrant DNA methylation and inflammation in GC and highlights H
Identifiants
pubmed: 34074348
doi: 10.1186/s13059-021-02375-2
pii: 10.1186/s13059-021-02375-2
pmc: PMC8170989
doi:
Substances chimiques
Proteome
0
Cystathionine beta-Synthase
EC 4.2.1.22
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
167Subventions
Organisme : NCI NIH HHS
ID : P30 CA014236
Pays : United States
Commentaires et corrections
Type : ErratumIn
Références
Banno K, Kisu I, Yanokura M, Tsuji K, Masuda K, Ueki A, et al. Epimutation and cancer: a new carcinogenic mechanism of Lynch syndrome (Review). Int J Oncol. 2012;41(3):793–7. https://doi.org/10.3892/ijo.2012.1528 .
doi: 10.3892/ijo.2012.1528
pubmed: 22735547
pmcid: 3582986
Miller BF, Sánchez-Vega F, Elnitski L. The emergence of pan-cancer CIMP and its elusive interpretation. Biomolecules. 2016;6(4):45. https://doi.org/10.3390/biom6040045 .
doi: 10.3390/biom6040045
pmcid: 5197955
Zhao R, Choi BY, Lee M-H, Bode AM, Dong Z. Implications of genetic and epigenetic alterations of CDKN2A (p16(INK4a)) in cancer. EBioMedicine. 2016;8:30–9. https://doi.org/10.1016/j.ebiom.2016.04.017 .
doi: 10.1016/j.ebiom.2016.04.017
pubmed: 27428416
pmcid: 4919535
Zouridis H, Deng N, Ivanova T, Zhu Y, Wong B, Huang D, et al. Methylation subtypes and large-scale epigenetic alterations in gastric cancer. Sci Transl Med. 2012;4:156ra140.
doi: 10.1126/scitranslmed.3004504
Fennell L, Dumenil T, Wockner L, Hartel G, Nones K, Bond C, et al. Integrative genome-scale DNA methylation analysis of a large and unselected cohort reveals 5 distinct subtypes of colorectal adenocarcinomas. Cell Mol Gastroenterol Hepatol. 2019;8(2):269–90. https://doi.org/10.1016/j.jcmgh.2019.04.002 .
doi: 10.1016/j.jcmgh.2019.04.002
pubmed: 30954552
pmcid: 6699251
Sánchez-Vega F, Gotea V, Margolin G, Elnitski L. Pan-cancer stratification of solid human epithelial tumors and cancer cell lines reveals commonalities and tissue-specific features of the CpG island methylator phenotype. Epigenetics Chromatin. 2015;8(1):14. https://doi.org/10.1186/s13072-015-0007-7 .
doi: 10.1186/s13072-015-0007-7
pubmed: 25960768
pmcid: 4424513
Letouzé E, Martinelli C, Loriot C, Burnichon N, Abermil N, Ottolenghi C, et al. SDH mutations establish a hypermethylator phenotype in paraganglioma. Cancer Cell. 2013;23(6):739–52. https://doi.org/10.1016/j.ccr.2013.04.018 .
doi: 10.1016/j.ccr.2013.04.018
pubmed: 23707781
Tao Y, Kang B, Petkovich DA, Bhandari YR, In J, Stein-O'Brien G, et al. Aging-like spontaneous epigenetic silencing facilitates wnt activation, stemness, and Braf(V600E)-induced tumorigenesis. Cancer Cell. 2019;35(2):315–28 e316. https://doi.org/10.1016/j.ccell.2019.01.005 .
doi: 10.1016/j.ccell.2019.01.005
pubmed: 30753828
pmcid: 6636642
Serra RW, Fang M, Park SM, Hutchinson L, Green MR. A KRAS-directed transcriptional silencing pathway that mediates the CpG island methylator phenotype. Elife. 2014;3:e02313. https://doi.org/10.7554/eLife.02313 .
doi: 10.7554/eLife.02313
pubmed: 24623306
pmcid: 3949416
Cancer Genome Atlas Research N. Comprehensive molecular characterization of gastric adenocarcinoma. Nature. 2014;513(7517):202–9. https://doi.org/10.1038/nature13480 .
doi: 10.1038/nature13480
Matsusaka K, Kaneda A, Nagae G, Ushiku T, Kikuchi Y, Hino R, et al. Classification of Epstein-Barr virus-positive gastric cancers by definition of DNA methylation epigenotypes. Cancer Res. 2011;71(23):7187–97. https://doi.org/10.1158/0008-5472.CAN-11-1349 .
doi: 10.1158/0008-5472.CAN-11-1349
pubmed: 21990320
Matsusaka K, Funata S, Fukuyo M, Seto Y, Aburatani H, Fukayama M, et al. Epstein-Barr virus infection induces genome-wide de novo DNA methylation in non-neoplastic gastric epithelial cells. J Pathol. 2017;242(4):391–9. https://doi.org/10.1002/path.4909 .
doi: 10.1002/path.4909
pubmed: 28418084
Moarii M, Reyal F, Vert J-P. Integrative DNA methylation and gene expression analysis to assess the universality of the CpG island methylator phenotype. Human Genomics. 2015;9(1):26. https://doi.org/10.1186/s40246-015-0048-9 .
doi: 10.1186/s40246-015-0048-9
pubmed: 26463173
pmcid: 4603341
Zhao H, Li Q, Wang J, Su X, Ng KM, Qiu T, et al. Frequent epigenetic silencing of the folate-metabolising gene cystathionine-beta-synthase in gastrointestinal cancer. PLoS One. 2012;7(11):e49683. https://doi.org/10.1371/journal.pone.0049683 .
doi: 10.1371/journal.pone.0049683
pubmed: 23152928
pmcid: 3496708
Huang KK, Ramnarayanan K, Zhu F, Srivastava S, Xu C, Tan ALK, et al. Genomic and epigenomic profiling of high-risk intestinal metaplasia reveals molecular determinants of progression to gastric cancer. Cancer Cell. 2018;33(1):137–50 e135. https://doi.org/10.1016/j.ccell.2017.11.018 .
doi: 10.1016/j.ccell.2017.11.018
pubmed: 29290541
Medeiros J-VR, Soares PMG, Brito GADC, Souza MHLPD. Immunohistochemical approach reveals localization of cystathionine-?-lyase and cystathionine-ß-synthetase in ethanol-induced gastric mucosa damage in mice. Arq Gastroenterol. 2013;50:157–60.
doi: 10.1590/S0004-28032013000200027
de Vries AC, van Grieken NCT, Looman CWN, Casparie MK, de Vries E, Meijer GA, et al. Gastric cancer risk in patients with premalignant gastric lesions: a nationwide cohort study in the Netherlands. Gastroenterology. 2008;134(4):945–52. https://doi.org/10.1053/j.gastro.2008.01.071 .
doi: 10.1053/j.gastro.2008.01.071
pubmed: 18395075
Krause L, Nones K, Loffler KA, Nancarrow D, Oey H, Tang YH, et al. Identification of the CIMP-like subtype and aberrant methylation of members of the chromosomal segregation and spindle assembly pathways in esophageal adenocarcinoma. Carcinogenesis. 2016;37(4):356–65. https://doi.org/10.1093/carcin/bgw018 .
doi: 10.1093/carcin/bgw018
pubmed: 26905591
pmcid: 4806711
Choumenkovitch SF, Selhub J, Bagley PJ, Maeda N, Nadeau MR, Smith DE, et al. In the cystathionine beta-synthase knockout mouse, elevations in total plasma homocysteine increase tissue S-adenosylhomocysteine, but responses of S-adenosylmethionine and DNA methylation are tissue specific. J Nutr. 2002;132(8):2157–60. https://doi.org/10.1093/jn/132.8.2157 .
doi: 10.1093/jn/132.8.2157
pubmed: 12163655
Wang X, Zhang S, Zhang J, Lam E, Liu X, Sun J, et al. Annexin A6 is down-regulated through promoter methylation in gastric cancer. Am J Transl Res. 2013;5(5):555–62.
pubmed: 23977414
pmcid: 3745442
Cantrell VA, Jessen JR. The planar cell polarity protein Van Gogh-Like 2 regulates tumor cell migration and matrix metalloproteinase-dependent invasion. Cancer Lett. 2010;287(1):54–61. https://doi.org/10.1016/j.canlet.2009.05.041 .
doi: 10.1016/j.canlet.2009.05.041
pubmed: 19577357
Pan K, Liang X-T, Zhang H-K, Zhao J-J, Wang D-D, Li J-J, et al. Characterization of bridging integrator 1 (BIN1) as a potential tumor suppressor and prognostic marker in hepatocellular carcinoma. Mol Med (Cambridge, Mass). 2012;18:507–18.
doi: 10.2119/molmed.2011.00319
Ward AK, Mellor P, Smith SE, Kendall S, Just NA, Vizeacoumar FS, et al. Epigenetic silencing of CREB3L1 by DNA methylation is associated with high-grade metastatic breast cancers with poor prognosis and is prevalent in triple negative breast cancers. Breast Cancer Res. 2016;18(1):12. https://doi.org/10.1186/s13058-016-0672-x .
doi: 10.1186/s13058-016-0672-x
pubmed: 26810754
pmcid: 4727399
Dallol A, Forgacs E, Martinez A, Sekido Y, Walker R, Kishida T, et al. Tumour specific promoter region methylation of the human homologue of the Drosophila Roundabout gene DUTT1 (ROBO1) in human cancers. Oncogene. 2002;21(19):3020–8. https://doi.org/10.1038/sj.onc.1205421 .
doi: 10.1038/sj.onc.1205421
pubmed: 12082532
Jiang Z, Liang G, Xiao Y, et al. Targeting the SLIT/ROBO pathway in tumor progression: molecular mechanisms and therapeutic perspectives. Ther Adv Med Oncol. 2019;11:1758835919855238. Published 2019 Jun 6. https://doi.org/10.1177/1758835919855238 .
Ulanovskaya OA, Zuhl AM, Cravatt BF. NNMT promotes epigenetic remodeling in cancer by creating a metabolic methylation sink. Nat Chem Biol. 2013;9(5):300–6. https://doi.org/10.1038/nchembio.1204 .
doi: 10.1038/nchembio.1204
pubmed: 23455543
pmcid: 3631284
Hughey CC, Trefts E, Bracy DP, James FD, Donahue EP, Wasserman DH. Glycine N-methyltransferase deletion in mice diverts carbon flux from gluconeogenesis to pathways that utilize excess methionine cycle intermediates. J Biol Chem. 2018;293(30):11944–54. https://doi.org/10.1074/jbc.RA118.002568 .
doi: 10.1074/jbc.RA118.002568
pubmed: 29891549
pmcid: 6066300
Varela-Rey M, Martínez-López N, Fernández-Ramos D, Embade N, Calvisi DF, Woodhoo A, et al. Fatty liver and fibrosis in glycine N-methyltransferase knockout mice is prevented by nicotinamide. Hepatology. 2010;52:105–14. https://doi.org/10.1002/hep.23639 .
Namekata K, Enokido Y, Ishii I, Nagai Y, Harada T, Kimura H. Abnormal lipid metabolism in cystathionine β-synthase-deficient mice, an animal model for hyperhomocysteinemia. J Biol Chem. 2004;279:52961–9. https://doi.org/10.1074/jbc.M406820200 .
Hultberg B, Andersson A, Isaksson A. Higher export rate of homocysteine in a human endothelial cell line than in other human cell lines. Biochim Biophys Acta Mol Cell Res. 1998;1448(1):61–9. https://doi.org/10.1016/S0167-4889(98)00119-0 .
doi: 10.1016/S0167-4889(98)00119-0
Zhu H, Blake S, Chan KT, Pearson RB, Kang J. Cystathionine β-synthase in physiology and cancer. BioMed Res Int. 2018;2018:11.
Paul BD, Snyder SH. H2S signalling through protein sulfhydration and beyond. Nat Rev Mol Cell Biol. 2012;13(8):499–507. https://doi.org/10.1038/nrm3391 .
doi: 10.1038/nrm3391
pubmed: 22781905
Bourque C, Zhang Y, Fu M, Racine M, Greasley A, Pei Y, et al. H2S protects lipopolysaccharide-induced inflammation by blocking NFκB transactivation in endothelial cells. Toxicol Appl Pharmacol. 2018;338:20–9. https://doi.org/10.1016/j.taap.2017.11.004 .
doi: 10.1016/j.taap.2017.11.004
pubmed: 29128401
Robert K, Nehme J, Bourdon E, Pivert G, Friguet B, Delcayre C, et al. Cystathionine beta synthase deficiency promotes oxidative stress, fibrosis, and steatosis in mice liver. Gastroenterology. 2005;128(5):1405–15. https://doi.org/10.1053/j.gastro.2005.02.034 .
doi: 10.1053/j.gastro.2005.02.034
pubmed: 15887121
Guo F-F, Yu T-C, Hong J, Fang J-Y. Emerging roles of hydrogen sulfide in inflammatory and neoplastic colonic diseases. Frontiers in physiology. 2016;7:156. https://doi.org/10.3389/fphys.2016.00156 .
Ghandi M, Huang FW, Jané-Valbuena J, Kryukov GV, Lo CC, McDonald ER, et al. Next-generation characterization of the Cancer Cell Line Encyclopedia. Nature. 2019;569(7757):503–8. https://doi.org/10.1038/s41586-019-1186-3 .
doi: 10.1038/s41586-019-1186-3
pubmed: 31068700
pmcid: 6697103
Gupta S, Kühnisch J, Mustafa A, Lhotak S, Schlachterman A, Slifker MJ, et al. Mouse models of cystathionine beta-synthase deficiency reveal significant threshold effects of hyperhomocysteinemia. FASEB J. 2009;23(3):883–93. https://doi.org/10.1096/fj.08-120584 .
doi: 10.1096/fj.08-120584
pubmed: 18987302
pmcid: 2653989
Cal-Kayitmazbatir S, Kulkoyluoglu-Cotul E, Growe J, Selby CP, Rhoades SD, Malik D, Oner H, Asimgil H, Francey LJ, Sancar A, et al: CRY1-CBS binding regulates circadian clock function and metabolism. 2020:2020.2001.2009.898866.
doi: 10.1101/2020.01.09.898866
Issa JP. CpG island methylator phenotype in cancer. Nat Rev Cancer. 2004;4(12):988–93. https://doi.org/10.1038/nrc1507 .
doi: 10.1038/nrc1507
pubmed: 15573120
Stylianou E. Epigenetics of chronic inflammatory diseases. J Inflamm Res. 2018;12:1–14. https://doi.org/10.2147/JIR.S129027 .
doi: 10.2147/JIR.S129027
pubmed: 30588059
pmcid: 6304253
Yamashita S, Nanjo S, Rehnberg E, Iida N, Takeshima H, Ando T, et al. Distinct DNA methylation targets by aging and chronic inflammation: a pilot study using gastric mucosa infected with Helicobacter pylori. Clin Epigenetics. 2019;11(1):191. https://doi.org/10.1186/s13148-019-0789-8 .
doi: 10.1186/s13148-019-0789-8
pubmed: 31829249
pmcid: 6907118
Merry CR, Forrest ME, Sabers JN, Beard L, Gao X-H, Hatzoglou M, et al. DNMT1-associated long non-coding RNAs regulate global gene expression and DNA methylation in colon cancer. Hum Mol Genet. 2015;24(21):6240–53. https://doi.org/10.1093/hmg/ddv343 .
doi: 10.1093/hmg/ddv343
pubmed: 26307088
pmcid: 4599679
Cao S, Zhu X, Zhang C, Qian H, Schuttler H-B, Gong J, Xu Y: Competition between DNA methylation, nucleotide synthesis, and antioxidation in cancer versus normal tissues. 2017, 77:4185-4195. https://doi.org/10.1158/0008-5472.CAN-17-0262 .
Tang B, Mustafa A, Gupta S, Melnyk S, James SJ, Kruger WD. Methionine-deficient diet induces post-transcriptional downregulation of cystathionine β-synthase. Nutrition. 2010;26(11-12):1170–5. https://doi.org/10.1016/j.nut.2009.10.006 .
doi: 10.1016/j.nut.2009.10.006
pubmed: 20036517
Zhu H, Blake S, Chan KT, Pearson RB, Kang J. Cystathionine β-synthase in physiology and cancer. BioMed Res Int. 2018;2018:3205125.
pubmed: 30050925
pmcid: 6046153
Niwa T, Tsukamoto T, Toyoda T, Mori A, Tanaka H, Maekita T, et al. Inflammatory processes triggered by Helicobacter pylori infection cause aberrant DNA methylation in gastric epithelial cells. Cancer Res. 2010;70(4):1430–40. https://doi.org/10.1158/0008-5472.CAN-09-2755 .
doi: 10.1158/0008-5472.CAN-09-2755
pubmed: 20124475
Etchegaray J-P, Mostoslavsky R. Interplay between metabolism and epigenetics: a nuclear adaptation to environmental changes. Mol Cell. 2016;62(5):695–711. https://doi.org/10.1016/j.molcel.2016.05.029 .
doi: 10.1016/j.molcel.2016.05.029
pubmed: 27259202
pmcid: 4893201
Yang R, Qu C, Zhou Y, Konkel JE, Shi S, Liu Y, et al. Hydrogen sulfide promotes Tet1- and Tet2-mediated Foxp3 demethylation to drive regulatory T cell differentiation and maintain immune homeostasis. Immunity. 2015;43(2):251–63. https://doi.org/10.1016/j.immuni.2015.07.017 .
doi: 10.1016/j.immuni.2015.07.017
pubmed: 26275994
pmcid: 4731232
Liu Y, Mayo MW, Nagji AS, Smith PW, Ramsey CS, Li D, et al. Phosphorylation of RelA/p65 promotes DNMT-1 recruitment to chromatin and represses transcription of the tumor metastasis suppressor gene BRMS1. Oncogene. 2012;31(9):1143–54. https://doi.org/10.1038/onc.2011.308 .
doi: 10.1038/onc.2011.308
pubmed: 21765477
O'Hagan HM, Wang W, Sen S, Destefano Shields C, Lee SS, Zhang YW, et al. Oxidative damage targets complexes containing DNA methyltransferases, SIRT1, and polycomb members to promoter CpG Islands. Cancer Cell. 2011;20(5):606–19. https://doi.org/10.1016/j.ccr.2011.09.012 .
doi: 10.1016/j.ccr.2011.09.012
pubmed: 22094255
pmcid: 3220885
García-Giménez JL, Pallardó FV. Maintenance of glutathione levels and its importance in epigenetic regulation. Front Pharmacol. 2014;5:88.
pubmed: 24847264
pmcid: 4017153
Karpinski P, Pesz K, Sasiadek MM. Pan-cancer analysis reveals presence of pronounced DNA methylation drift in CpG island methylator phenotype clusters. Epigenomics. 2017;9(11):1341–52. https://doi.org/10.2217/epi-2017-0070 .
doi: 10.2217/epi-2017-0070
pubmed: 28960094
Luebeck EG, Curtius K, Hazelton WD, Maden S, Yu M, Thota PN, et al. Identification of a key role of widespread epigenetic drift in Barrett’s esophagus and esophageal adenocarcinoma. Clin Epigenetics. 2017;9(1):113. https://doi.org/10.1186/s13148-017-0409-4 .
doi: 10.1186/s13148-017-0409-4
pubmed: 29046735
pmcid: 5644061
Luebeck GE, Hazelton WD, Curtius K, Maden SK, Yu M, Carter KT, et al. Implications of epigenetic drift in colorectal neoplasia. Cancer Res. 2019;79(3):495-504. https://doi.org/10.1158/0008-5472.CAN-18-1682 .
Shaposhnikov M, Proshkina E, Koval L, Zemskaya N, Zhavoronkov A, Moskalev A. Overexpression of CBS and CSE genes affects lifespan, stress resistance and locomotor activity in Drosophila melanogaster. Aging. 2018;10(11):3260–72. https://doi.org/10.18632/aging.101630 .
doi: 10.18632/aging.101630
pubmed: 30408770
pmcid: 6286861
Singh SB, Lin HC. Hydrogen sulfide in physiology and diseases of the digestive tract. Microorganisms. 2015;3(4):866–89. https://doi.org/10.3390/microorganisms3040866 .
doi: 10.3390/microorganisms3040866
pubmed: 27682122
pmcid: 5023273
Cao, Xu et al. “A Review of Hydrogen Sulfide Synthesis, Metabolism, and Measurement: Is Modulation of Hydrogen Sulfide a Novel Therapeutic for Cancer?.” Antioxidants & redox signaling. 2019;31(1):1-38. https://doi.org/10.1089/ars.2017.7058 .
Zhao K, Ju Y, Li S, Altaany Z, Wang R, Yang G. S-sulfhydration of MEK1 leads to PARP-1 activation and DNA damage repair. EMBO Rep. 2014;15(7):792–800. https://doi.org/10.1002/embr.201338213 .
doi: 10.1002/embr.201338213
pubmed: 24778456
pmcid: 4196983
Zhang D, Du J, Tang C, Huang Y, Jin H. H2S-induced sulfhydration: biological function and detection methodology. Front Pharmacol. 2017;8:608.
doi: 10.3389/fphar.2017.00608
Behera J, Kelly KE, Voor MJ, Metreveli N, Tyagi SC, Tyagi N. Hydrogen sulfide promotes bone homeostasis by balancing inflammatory cytokine signaling in CBS-deficient mice through an epigenetic mechanism. Sci Rep. 2018;8(1):15226. https://doi.org/10.1038/s41598-018-33149-9 .
doi: 10.1038/s41598-018-33149-9
pubmed: 30323246
pmcid: 6189133
Magierowski M, Wierdak M, Magierowska K, Janmaat V, Hubalewska-Mazgaj M, Chmura A, et al. Sa1099 - hydrogen sulfide (H<sub>2</sub>S) prevents development of Barrett's esophagus metaplasia. Gastroenterology. 2018;154:S–240.
doi: 10.1016/S0016-5085(18)31180-6
Wallace JL, Dicay M, McKnight W, Martin GR. Hydrogen sulfide enhances ulcer healing in rats. Faseb j. 2007;21(14):4070–6. https://doi.org/10.1096/fj.07-8669com .
doi: 10.1096/fj.07-8669com
pubmed: 17634391
Bazhanov N, Escaffre O, Freiberg AN, Garofalo RP, Casola A. Broad-range antiviral activity of hydrogen sulfide against highly pathogenic RNA viruses. Sci Rep. 2017;7(1):41029. https://doi.org/10.1038/srep41029 .
doi: 10.1038/srep41029
pubmed: 28106111
pmcid: 5247713
Wallace JL, Vaughan D, Dicay M, MacNaughton WK, de Nucci G. Hydrogen sulfide-releasing therapeutics: translation to the clinic. Antioxid Redox Signal. 2018;28(16):1533–40. https://doi.org/10.1089/ars.2017.7068 .
doi: 10.1089/ars.2017.7068
pubmed: 28388861
Ku JL, Kim KH, Choi JS, Kim SH, Shin YK, Chang HJ, et al. Establishment and characterization of six human gastric carcinoma cell lines, including one naturally infected with Epstein-Barr virus. Cell Oncol (Dordr). 2012;35(2):127–36. https://doi.org/10.1007/s13402-012-0073-9 .
doi: 10.1007/s13402-012-0073-9
Oh ST, Seo JS, Moon UY, Kang KH, Shin DJ, Yoon SK, et al. A naturally derived gastric cancer cell line shows latency I Epstein-Barr virus infection closely resembling EBV-associated gastric cancer. Virology. 2004;320(2):330–6. https://doi.org/10.1016/j.virol.2003.12.005 .
doi: 10.1016/j.virol.2003.12.005
pubmed: 15016554
Kim DN, Seo MK, Choi H, Kim SY, Shin HJ, Yoon AR, et al. Characterization of naturally Epstein-Barr virus-infected gastric carcinoma cell line YCCEL1. J Gen Virol. 2013;94(3):497–506. https://doi.org/10.1099/vir.0.045237-0 .
doi: 10.1099/vir.0.045237-0
pubmed: 23175241
Yamamoto H, Itoh F, Fukushima H, Hinoda Y, Imai K. Overexpression of cyclooxygenase-2 protein is less frequent in gastric cancers with microsatellite instability. Int J Cancer. 1999;84(4):400–3. https://doi.org/10.1002/(SICI)1097-0215(19990820)84:4<400::AID-IJC12>3.0.CO;2-S .
doi: 10.1002/(SICI)1097-0215(19990820)84:4<400::AID-IJC12>3.0.CO;2-S
pubmed: 10404093
Cristescu R, Lee J, Nebozhyn M, Kim KM, Ting JC, Wong SS, et al. Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes. Nat Med. 2015;21(5):449–56. https://doi.org/10.1038/nm.3850 .
doi: 10.1038/nm.3850
pubmed: 25894828
Radford EJ, Ito M, Shi H, Corish JA, Yamazawa K, Isganaitis E, et al. In utero effects. In utero undernourishment perturbs the adult sperm methylome and intergenerational metabolism. Science. 2014;345:1255903.
doi: 10.1126/science.1255903
Cox J, Hein MY, Luber CA, Paron I, Nagaraj N, Mann M. Accurate proteome-wide label-free quantification by delayed normalization and maximal peptide ratio extraction, termed MaxLFQ. Mol Cell Proteomic. 2014;13(9):2513–26. https://doi.org/10.1074/mcp.M113.031591 .
doi: 10.1074/mcp.M113.031591
Koch A, Jeschke J, Van Criekinge W, van Engeland M, De Meyer T. MEXPRESS update 2019. Nucleic Acids Res. 2019;47(W1):W561–5. https://doi.org/10.1093/nar/gkz445 .
doi: 10.1093/nar/gkz445
pubmed: 31114869
pmcid: 6602516
Pitt JJ, Riester M, Zheng Y, Yoshimatsu TF, Sanni A, Oluwasola O, et al. Characterization of Nigerian breast cancer reveals prevalent homologous recombination deficiency and aggressive molecular features. Nat Commun. 2018;9(1):4181. https://doi.org/10.1038/s41467-018-06616-0 .
doi: 10.1038/s41467-018-06616-0
pubmed: 30327465
pmcid: 6191428
Gao F, Ji G, Gao Z, Han X, Ye M, Yuan Z, et al. Direct ChIP-bisulfite sequencing reveals a role of H3K27me3 mediating aberrant hypermethylation of promoter CpG islands in cancer cells. Genomics. 2014;103(2-3):204–10. https://doi.org/10.1016/j.ygeno.2013.12.006 .
doi: 10.1016/j.ygeno.2013.12.006
pubmed: 24407023
Rasheed SAK, Leong HS, Lakshmanan M, Raju A, Dadlani D, Chong FT, et al. GNA13 expression promotes drug resistance and tumor-initiating phenotypes in squamous cell cancers. Oncogene. 2018;37(10):1340–53. https://doi.org/10.1038/s41388-017-0038-6 .
doi: 10.1038/s41388-017-0038-6
pubmed: 29255247
Persichilli S, Gervasoni J, Iavarone F, Zuppi C, Zappacosta B. A simplified method for the determination of total homocysteine in plasma by electrospray tandem mass spectrometry. J Sep Sci. 2010;33(20):3119-24. https://doi.org/10.1002/jssc.201000399 .
Gersztenkorn D, Coletta C, Zhu S, Ha Y, Liu H, Tie H, et al. Hydrogen sulfide contributes to retinal neovascularization in ischemia-induced retinopathy. Invest Ophthalmol Vis Sci. 2016;57(7):3002–9. https://doi.org/10.1167/iovs.15-18555 .
doi: 10.1167/iovs.15-18555
pubmed: 27273718
pmcid: 4904802
Chèneby J, Gheorghe M, Artufel M, Mathelier A, Ballester B. ReMap 2018: an updated atlas of regulatory regions from an integrative analysis of DNA-binding ChIP-seq experiments. Nucleic Acids Res. 2017;46:D267–75.
doi: 10.1093/nar/gkx1092
Wang L, Jhee K-H, Hua X, DiBello PM, Jacobsen DW, Kruger WD. Modulation of cystathionine β-synthase level regulates total serum homocysteine in mice. Circ Res. 2004;94(10):1318-24. https://doi.org/10.1161/01.RES.0000129182.46440.4a
Nisha Padmanabhan, Huang Kie Kyon, Arnoud Boot, Kevin Lim, Supriya Srivastava, Shuwen Chen, Zhiyuan Wu, OK Hyung-Lee, Vineeth T. Mukundan, Charlene Chan, Yarn Kit Chan, Ong Xuewen, Jason J. Pitt, Zul Fazreen Adam Isa, Man.jie Xing, Ming Hui Le, Angie Lay Keng Tan, Shamaine Ho Wei Ting, Micah A. Luftig, Dennis Kappei, Warren D. Kruger, Jinsong Bian, Ying Swan Ho, Ming Teh, Steve George Rozen and Patrick Tan. Highly recurrent CBS epimutations in gastric cancer CpG island methylator phenotypes and inflammation. 2021. sequencing data: https://www.ncbi.nlm.nih.gov/bioproject/PRJNA628586 .
Nisha Padmanabhan, Huang Kie Kyon, Arnoud Boot, Kevin Lim, Supriya Srivastava, Shuwen Chen, Zhiyuan Wu, Hyung-OK Lee, Vineeth T. Mukundan, Charlene Chan, Yarn Kit Chan, Ong Xuewen, Jason J. Pitt, Zul Fazreen Adam Isa, Man.jie Xing, Ming Hui Le, Angie Lay Keng Tan, Shamaine Ho Wei Ting, Micah A. Luftig, Dennis Kappei, Warren D. Kruger, Jinsong Bian, Ying Swan Ho, Ming Teh, Steve George Rozen and Patrick Tan. Highly recurrent CBS epimutations in gastric cancer CpG island methylator phenotypes and inflammation. 2021. Methylation array data: https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE149411 .
Xing M, Ooi WF, Tan J, Qamra A, Lee PH, Li Z, et al. Genomic and epigenomic EBF1 alterations modulate TERT expression in gastric cancer. J Clin Invest. 2020;130(6):3005–20. https://doi.org/10.1172/JCI126726 .
doi: 10.1172/JCI126726
pubmed: 32364535
pmcid: 7260007
Koch A, De Meyer T, Jeschke J, Van Criekinge W. MEXPRESS: visualizing expression, DNA methylation and clinical TCGA data. BMC Genomics. 2015;16:636.
doi: 10.1186/s12864-015-1847-z
Ooi CH, Ivanova T, Wu J, Lee M, Tan IB, Tao J, et al. Oncogenic pathway combinations predict clinical prognosis in gastric cancer. PLoS Genet. 2009;5(10):e1000676. https://doi.org/10.1371/journal.pgen.1000676 .
doi: 10.1371/journal.pgen.1000676
pubmed: 19798449
pmcid: 2748685