Citation: | Xuemin Pan, Ping Lin, Fangyoumin Feng, Jia Li, Yuan-Yuan Li, Wentao Dai, Bo Hu, Xin-Rong Yang, Jia Fan, Hong Li, Yixue Li. Comparison of immune profiles between hepatocellular carcinoma subtypes. Biophysics Reports, 2020, 6(1): 19-32. doi: 10.1007/s41048-019-00102-w |
Allison KE, Coomber BL, Bridle BW (2017) Metabolic reprogramming in the tumour microenvironment:a hallmark shared by cancer cells and T lymphocytes. Immunology 152:175-184
|
Ayers M, Lunceford J, Nebozhyn M, Murphy E, Loboda A, Kaufman DR, Albright A, Cheng JD, Kang SP, Shankaran V, Piha-Paul SA, Yearley J, Seiwert TY, Ribas A, McClanahan TK (2017) IFNgamma-related mRNA profile predicts clinical response to PD-1 blockade. J Clin Invest 127:2930-2940
|
Barbie DA, Tamayo P, Boehm JS, Kim SY, Moody SE, Dunn IF, Schinzel AC, Sandy P, Meylan E, Scholl C, Frohling S, Chan EM, Sos ML, Michel K, Mermel C, Silver SJ, Weir BA, Reiling JH, Sheng Q, Gupta PB, Wadlow RC, Le H, Hoersch S, Wittner BS, Ramaswamy S, Livingston DM, Sabatini DM, Meyerson M, Thomas RK, Lander ES, Mesirov JP, Root DE, Gilliland DG, Jacks T, Hahn WC (2009) Systematic RNA interference reveals that oncogenic KRAS-driven cancers require TBK1. Nature 462:108-112
|
Barrett T, Wilhite SE, Ledoux P, Evangelista C, Kim IF, Tomashevsky M, Marshall KA, Phillippy KH, Sherman PM, Holko M, Yefanov A, Lee H, Zhang N, Robertson CL, Serova N, Davis S, Soboleva A (2013) NCBI GEO:archive for functional genomics data sets-update. Nucleic Acids Res. 41(D1):D991-D995
|
Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018:GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68:394-424
|
Bruix J, Qin S, Merle P, Granito A, Huang Y-H, Bodoky G, Pracht M, Yokosuka O, Rosmorduc O, Breder V, Gerolami R, Masi G, Ross PJ, Song T, Bronowicki J-P, Ollivier-Hourmand I, Kudo M, Cheng A-L, Llovet JM, Finn RS, LeBerre MA, Baumhauer A, Meinhardt G, Han G, Investigators RESORCE (2017) Regorafenib for patients with hepatocellular carcinoma who progressed on sorafenib treatment (RESORCE):a randomised, double-blind, placebo-controlled, phase 3 trial. Lancet (Lond, Engl) 389:56-66
|
Carambia A, Herkel J (2018) Dietary and metabolic modulators of hepatic immunity. Semin Immunopathol 40:175-188
|
Cerami E, Gao J, Dogrusoz U, Gross BE, Sumer SO, Aksoy BA, Jacobsen A, Byrne CJ, Heuer ML, Larsson E, Antipin Y, Reva B, Goldberg AP, Sander C, Schultz N (2012) The cBio cancer genomics portal:an open platform for exploring multidimensional cancer genomics data. Cancer Discov 2:401-404
|
Charoentong P, Finotello F, Angelova M, Mayer C, Efremova M, Rieder D, Hackl H, Trajanoski Z (2017) Pan-cancer immunogenomic analyses reveal genotype-immunophenotype relationships and predictors of response to checkpoint blockade. Cell Rep 18:248-262
|
Davis S, Meltzer PS (2007) GEOquery:a bridge between the gene expression omnibus (GEO) and bioconductor. Bioinformatics 23:1846-1847
|
Duan W, Li R, Ma J, Lei J, Xu Q, Jiang Z, Nan L, Li X, Wang Z, Huo X, Han L, Wu Z, Wu E, Ma Q (2015) Overexpression of Nodal induces a metastatic phenotype in pancreatic cancer cells via the Smad2/3 pathway. Oncotarget 6:1490-1506
|
El-Khoueiry AB, Sangro B, Yau T, Crocenzi TS, Kudo M, Hsu C, Kim T-Y, Choo S-P, Trojan J, Welling THR, Meyer T, Kang Y-K, Yeo W, Chopra A, Anderson J, Dela Cruz C, Lang L, Neely J, Tang H, Dastani HB, Melero I (2017) Nivolumab in patients with advanced hepatocellular carcinoma (CheckMate 040):an open-label, non-comparative, phase 1/2 dose escalation and expansion trial. Lancet (Lond, Engl) 389:2492-2502
|
El-Serag HB (2011) Current concepts hepatocellular carcinoma. N Engl J Med 365:1118-1127
|
Fiorucci S, Cipriani S, Mencarelli A, Renga B, Distrutti E, Baldelli F (2010) Counter-regulatory role of bile acid activated receptors in immunity and inflammation. Curr Mol Med 10:579-595
|
Fiorucci S, Biagioli M, Zampella A, Distrutti E (2018) Bile acids activated receptors regulate innate immunity. Front Immunol 9:1853
|
Forner A, Reig M, Bruix J (2018) Hepatocellular carcinoma. Lancet(Lond, Engl) 391:1301-1314
|
Fridman WH, Zitvogel L, Sautes-Fridman C, Kroemer G (2017) The immune contexture in cancer prognosis and treatment. Nat Rev Clin Oncol 14:717-734
|
Gaborit N, Lindzen M, Yarden Y (2016) Emerging anti-cancer antibodies and combination therapies targeting HER3/ERBB3. Hum Vaccin Immunother 12:576-592
|
Gao J, Aksoy BA, Dogrusoz U, Dresdner G, Gross B, Sumer SO, Sun Y, Jacobsen A, Sinha R, Larsson E, Cerami E, Sander C, Schultz N (2013) Integrative analysis of complex cancer genomics and clinical profiles using the cBioPortal. Sci Signal 6(269):pl1
|
Gonzalez-Perez A, Perez-Llamas C, Deu-Pons J, Tamborero D, Schroeder MP, Jene-Sanz A, Santos A, Lopez-Bigas N (2013) IntOGen-mutations identifies cancer drivers across tumor types. Nat Methods 10:1081-1082
|
Guha P, Reha J, Katz SC (2017) Immunosuppression in liver tumors:opening the portal to effective immunotherapy. Cancer Gene Ther 24:114-120
|
Guo X, Xiong L, Zou L, Zhao J (2012) Upregulation of bone morphogenetic protein 4 is associated with poor prognosis in patients with hepatocellular carcinoma. Pathol Oncol Res 18:635-640
|
Hänzelmann S, Castelo R, Guinney J (2013) GSVA:gene set variation analysis for microarray and RNA-Seq data. BMC Bioinform 14:7
|
Herve P, Marc C, Seth F, Nianhua L (2018) AnnotationDbi:annotation database interface.
|
Hoshida Y, Villanueva A, Kobayashi M, Peix J, Chiang DY, Camargo A, Gupta S, Moore J, Wrobel MJ, Lerner J, Reich M, Chan JA, Glickman JN, Ikeda K, Hashimoto M, Watanabe G, Daidone MG, Roayaie S, Schwartz M, Thung S, Salvesen HB, Gabriel S, Mazzaferro V, Bruix J, Friedman SL, Kumada H, Llovet JM, Golub TR (2008) Gene expression in fixed tissues and outcome in hepatocellular carcinoma. N Engl J Med 359:1995-2004
|
Hoshida Y, Nijman SMB, Kobayashi M, Chan JA, Brunet J-P, Chiang DY, Villanueva A, Newell P, Ikeda K, Hashimoto M, Watanabe G, Gabriel S, Friedman SL, Kumada H, Llovet JM, Golub TR (2009) Integrative transcriptome analysis reveals common molecular subclasses of human hepatocellular carcinoma. Cancer Res 69:7385-7392
|
Jiang P, Gu S, Pan D, Fu J, Sahu A, Hu X, Li Z, Traugh N, Bu X, Li B, Liu J, Freeman GJ, Brown MA, Wucherpfennig KW, Liu XS (2018) Signatures of T cell dysfunction and exclusion predict cancer immunotherapy response. Nat Med 24:1550-1558
|
Kanehisa M, Furumichi M, Tanabe M, Sato Y, Morishima K (2017) KEGG:new perspectives on genomes, pathways, diseases and drugs. Nucleic Acids Res 45:D353-D361
|
Khemlina G, Ikeda S, Kurzrock R (2017) The biology of Hepatocellular carcinoma:implications for genomic and immune therapies. Mol Cancer 16:149
|
Llovet JM, Ricci S, Mazzaferro V, Hilgard P, Gane E, Blanc J-F, de Oliveira AC, Santoro A, Raoul J-L, Forner A, Schwartz M, Porta C, Zeuzem S, Bolondi L, Greten TF, Galle PR, Seitz J-F, Borbath I, Haussinger D, Giannaris T, Shan M, Moscovici M, Voliotis D, Bruix J, SHARP Investigators Study Group (2008) Sorafenib in advanced hepatocellular carcinoma. N Engl J Med 359:378-390
|
Llovet JM, Zucman-Rossi J, Pikarsky E, Sangro B, Schwartz M, Sherman M, Gores G (2016) Hepatocellular carcinoma. Nat Rev Dis, Prim, p2
|
Llovet JM, Montal R, Sia D, Finn RS (2018) Molecular therapies and precision medicine for hepatocellular carcinoma. Nat Rev Clin Oncol 15:599-616
|
Ma J, Zeng S, Zhang Y, Deng G, Qu Y, Guo C, Yin L, Han Y, Shen H (2017) BMP4 enhances hepatocellular carcinoma proliferation by promoting cell cycle progression via ID2/CDKN1B signaling. Mol Carcinog 56:2279-2289
|
Marc C (2018) org.Hs.eg.db:genome wide annotation for Human.
|
Mojic M, Takeda K, Hayakawa Y (2017) The dark side of IFNgamma:its role in promoting cancer immunoevasion. Int J Mol, Sci, p19
|
Newman AM, Liu CL, Green MR, Gentles AJ, Feng W, Xu Y, Hoang CD, Diehn M, Alizadeh AA (2015) Robust enumeration of cell subsets from tissue expression profiles. Nat Methods 12:453
|
Ocker M (2018) Biomarkers for hepatocellular carcinoma:what's new on the horizon? World J Gastroenterol 24:3974-3979
|
Pai SG, Carneiro BA, Mota JM, Costa R, Leite CA, Barroso-Sousa R, Kaplan JB, Chae YK, Giles FJ (2017) Wnt/beta-catenin pathway:modulating anticancer immune response. J Hematol Oncol 10:101
|
Pitt JM, Vétizou M, Daillère R, Roberti MP, Yamazaki T, Routy B, Lepage P, Boneca IG, Chamaillard M, Kroemer G, Zitvogel L (2016) Resistance mechanisms to immune-checkpoint blockade in cancer:tumor-intrinsic and -extrinsic factors. Immunity 44:1255-1269
|
Quail DF, Zhang G, Findlay SD, Hess DA, Postovit L-M (2014) Nodal promotes invasive phenotypes via a mitogen-activated protein kinase-dependent pathway. Oncogene 33:461-473
|
R Core Team (2017) R:a language and environment for statistical computing. R Foundation for Statistical Computing. https://www.r-project.org/
|
Reich M, Liefeld T, Gould J, Lerner J, Tamayo P, Mesirov JP (2006) GenePattern 2.0. Nat Genet 38:500-501
|
Reiner A, Yekutieli D, Benjamini Y (2003) Identifying differentially expressed genes using false discovery rate controlling procedures. Bioinformatics 19:368-375
|
Rengarajan J, Szabo SJ, Glimcher LH (2000) Transcriptional regulation of Th1/Th2 polarization. Immunol Today 21:479-483
|
Renner K, Singer K, Koehl GE, Geissler EK, Peter K, Siska PJ, Kreutz M (2017) Metabolic hallmarks of tumor and immune cells in the TumorMicroenvironment. Front Immunol 8:248
|
Ringelhan M, Pfister D, O'Connor T, Pikarsky E, Heikenwalder M (2018) The immunology of hepatocellular carcinoma. Nat Immunol 19:222-232. https://doi.org/10.1038/s41590-018-0044-z
|
Robinson MW, Harmon C, O'Farrelly C (2016) Liver immunology and its role in inflammation and homeostasis. Cell Mol Immunol 13:267-276
|
Saha B, Jyothi Prasanna S, Chandrasekar B, Nandi D (2010) Gene modulation and immunoregulatory roles of interferon gamma. Cytokine 50:1-14
|
Sanmamed MF, Chen L (2018) A paradigm shift in cancer immunotherapy:from enhancement to normalization. Cell 175:313-326
|
Schulze K, Imbeaud S, Letouze E, Alexandrov LB, Calderaro J, Rebouissou S, Couchy G, Meiller C, Shinde J, Soysouvanh F, Calatayud A-L, Pinyol R, Pelletier L, Balabaud C, Laurent A, Blanc J-F, Mazzaferro V, Calvo F, Villanueva A, Nault J-C, Bioulac-Sage P, Stratton MR, Llovet JM, Zucman-Rossi J (2015) Exome sequencing of hepatocellular carcinomas identifies new mutational signatures and potential therapeutic targets. Nat Genet 47:505-511
|
Sica A, Invernizzi P, Mantovani A (2014) Macrophage plasticity and polarization in liver homeostasis and pathology. Hepatology 59:2034-2042
|
Subramanian A, Tamayo P, Mootha VK, Mukherjee S, Ebert BL, Gillette MA, Paulovich A, Pomeroy SL, Golub TR, Lander ES, Mesirov JP (2005) Gene set enrichment analysis:a knowledgebased approach for interpreting genome-wide expression profiles. Proc Natl Acad Sci USA 102:15545-15550
|
Wakiyama H, Masuda T, Motomura Y, Hu Q, Tobo T, Eguchi H, Sakamoto K, Hirakawa M, Honda H, Mimori K (2018) Cytolytic activity (CYT) score is a prognostic biomarker reflecting host immune status in hepatocellular carcinoma(HCC). Anticancer Res 38:6631-6638
|
Wang J, Vasaikar S, Shi Z, Greer M, Zhang B (2017) WebGestalt 2017:a more comprehensive, powerful, flexible and interactive gene set enrichment analysis toolkit. Nucleic Acids Res 45:W130-W137
|
Xu L, Shen SS, Hoshida Y, Subramanian A, Ross K, Brunet J-P, Wagner SN, Ramaswamy S, Mesirov JP, Hynes RO (2008) Gene expression changes in an animal melanoma model correlate with aggressiveness of human melanoma metastases. Mol Cancer Res 6:760-769
|
Zeng S, Zhang Y, Ma J, Deng G, Qu Y, Guo C, Han Y, Yin L, Cai C, Li Y, Wang G, Bonkovsky HL, Shen H (2017) BMP4 promotes metastasis of hepatocellular carcinoma by an induction of epithelial-mesenchymal transition via upregulating ID2. Cancer Lett 390:67-76
|
Zhang X, Weng W, Xu W, Wang Y, Yu W, Tang X, Ma L, Pan Q, Wang J, Sun F (2014) Prognostic significance of interleukin 17 in cancer:a meta-analysis. Int J Clin Exp Med 7:3258-3269
|
Zhang Q, Lou Y, Bai X-L, Liang T-B (2018) Immunometabolism:a novel perspective of liver cancer microenvironment and its influence on tumor progression. World J Gastroenterol 24:3500-3512
|