Genomic and immunogenomic analysis of three prognostic signature genes in LUAD

被引:3
作者
Feng, Hai-Ming [1 ]
Zhao, Ye [2 ]
Yan, Wei-Jian [1 ]
Li, Bin [1 ]
机构
[1] Lanzhou Univ, Hosp 2, Clin Med Coll 2, Dept Thorac Surg, 82 Cuiyingmen, Lanzhou 730030, Gansu, Peoples R China
[2] Gansu Prov Peoples Hosp, Dept Radiotherapy, Lanzhou 730030, Peoples R China
关键词
Lung adenocarcinoma; Immunotherapy; Prognostic analysis; Tumor microenvironment; IMMUNE CHECKPOINT BLOCKADE; MATRIX METALLOPROTEINASES; OPEN-LABEL; T-CELLS; CANCER; TUMOR; MICROENVIRONMENT; CONTEXTURE; INFLAMMATION; ATEZOLIZUMAB;
D O I
10.1186/s12859-023-05137-y
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
BackgroundSearching for immunotherapy-related markers is an important research content to screen for target populations suitable for immunotherapy. Prognosis-related genes in early stage lung cancer may also affect the tumor immune microenvironment, which in turn affects immunotherapy.ResultsWe analyzed the differential genes affecting lung cancer patients receiving immunotherapy through the Cancer Treatment Response gene signature DataBase (CTR-DB), and set a threshold to obtain a total of 176 differential genes between response and non-response to immunotherapy. Functional enrichment analysis found that these differential genes were mainly involved in immune regulation-related pathways. The early-stage lung adenocarcinoma (LUAD) prognostic model was constructed through the cancer genome atlas (TCGA) database, and three target genes (MMP12, NFE2, HOXC8) were screened to calculate the risk score of early-stage LUAD. The receiver operating characteristic (ROC) curve indicated that the model had good prognostic value, and the validation set (GSE50081, GSE11969 and GSE42127) from the gene expression omnibus (GEO) analysis indicated that the model had good stability, and the risk score was correlated with immune infiltrations to varying degrees. Multi-type survival analysis and immune infiltration analysis revealed that the transcriptome, methylation and the copy number variation (CNV) levels of the three genes were correlated with patient prognosis and some tumor microenvironment (TME) components. Drug sensitivity analysis found that the three genes may affect some anti-tumor drugs. The mRNA expression of immune checkpoint-related genes showed significant differences between the high and low group of the three genes, and there may be a mutual regulatory network between immune checkpoint-related genes and target genes. Tumor immune dysfunction and exclusion (TIDE) analysis found that three genes were associated with immunotherapy response and maybe the potential predictors to immunotherapy, consistent with the CTR-DB database analysis.ConclusionsFrom the perspective of data mining, this study suggests that MMP12, NFE2, and HOXC8 may be involved in tumor immune regulation and affect immunotherapy. They are expected to become markers of immunotherapy and are worthy of further experimental research.
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共 81 条
  • [21] Pembrolizumab plus Chemotherapy in Metastatic Non-Small-Cell Lung Cancer
    Gandhi, L.
    Rodriguez-Abreu, D.
    Gadgeel, S.
    Esteban, E.
    Felip, E.
    De Angelis, F.
    Domine, M.
    Clingan, P.
    Hochmair, M. J.
    Powell, S. F.
    Cheng, S. Y. -S.
    Bischoff, H. G.
    Peled, N.
    Grossi, F.
    Jennens, R. R.
    Reck, M.
    Hui, R.
    Garon, E. B.
    Boyer, M.
    Rubio-Viqueira, B.
    Novello, S.
    Kurata, T.
    Gray, J. E.
    Vida, J.
    Wei, Z.
    Yang, J.
    Raftopoulos, H.
    Pietanza, M. C.
    Garassino, M. C.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2018, 378 (22) : 2078 - 2092
  • [22] The immune contexture of primary and metastatic human tumours
    Giraldo, Nicolas A.
    Becht, Etienne
    Remark, Romain
    Damotte, Diane
    Sautes-Fridman, Catherine
    Fridman, Wolf H.
    [J]. CURRENT OPINION IN IMMUNOLOGY, 2014, 27 : 8 - 15
  • [23] GSVA: gene set variation analysis for microarray and RNA-Seq data
    Haenzelmann, Sonja
    Castelo, Robert
    Guinney, Justin
    [J]. BMC BIOINFORMATICS, 2013, 14
  • [24] Hallmarks of Cancer: The Next Generation
    Hanahan, Douglas
    Weinberg, Robert A.
    [J]. CELL, 2011, 144 (05) : 646 - 674
  • [25] Nivolumab plus Ipilimumab in Advanced Non-Small-Cell Lung Cancer
    Hellmann, M. D.
    Paz-Ares, L.
    Bernabe Caro, R.
    Zurawski, B.
    Kim, S. -W.
    Carcereny Costa, E.
    Park, K.
    Alexandru, A.
    Lupinacci, L.
    de la Mora Jimenez, E.
    Sakai, H.
    Albert, I.
    Vergnenegre, A.
    Peters, S.
    Syrigos, K.
    Barlesi, F.
    Reck, M.
    Borghaei, H.
    Brahmer, J. R.
    O'Byrne, K. J.
    Geese, W. J.
    Bhagavatheeswaran, P.
    Rabindran, S. K.
    Kasinathan, R. S.
    Nathan, F. E.
    Ramalingam, S. S.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (21) : 2020 - 2031
  • [26] Atezolizumab for First-Line Treatment of PD-L1-Selected Patients with NSCLC
    Herbst, Roy S.
    Giaccone, Giuseppe
    de Marinis, Filippo
    Reinmuth, Niels
    Vergnenegre, Alain
    Barrios, Carlos H.
    Morise, Masahiro
    Felip, Enriqueta
    Andric, Zoran
    Geater, Sarayut
    Ozguroglu, Mustafa
    Zou, Wei
    Sandler, Alan
    Enquist, Ida
    Komatsubara, Kimberly
    Deng, Yu
    Kuriki, Hiroshi
    Wen, Xiaohui
    McCleland, Mark
    Mocci, Simonetta
    Jassem, Jacek
    Spigel, David R.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (14) : 1328 - 1339
  • [27] An in vivo functional genomics screen of nuclear receptors and their co-regulators identifies FOXA1 as an essential gene in lung tumorigenesis
    Hight, Suzie K.
    Mootz, Allison
    Kollipara, Rahul K.
    McMillan, Elizabeth
    Yenerall, Paul
    Otaki, Yoichi
    Li, Long-Shan
    Avila, Kimberley
    Peyton, Michael
    Rodriguez-Canales, Jaime
    Mino, Barbara
    Villalobos, Pamela
    Girard, Luc
    Dospoy, Patrick
    Larsen, Jill
    White, Michael A.
    Heymach, John V.
    Wistuba, Ignacio I.
    Kittler, Ralf
    Minna, John D.
    [J]. NEOPLASIA, 2020, 22 (08): : 294 - 310
  • [28] Hofmann HS, 2005, CLIN CANCER RES, V11, P1086
  • [29] The Effect of Advances in Lung-Cancer Treatment on Population Mortality
    Howlader, Nadia
    Forjaz, Goncalo
    Mooradian, Meghan J.
    Meza, Rafael
    Kong, Chung Yin
    Cronin, Kathleen A.
    Mariotto, Angela B.
    Lowy, Douglas R.
    Feuer, Eric J.
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2020, 383 (07) : 640 - 649
  • [30] Blocking MMP-12-modulated epithelial-mesenchymal transition by repurposing penfluridol restrains lung adenocarcinoma metastasis via uPA/uPAR/TGF-β/Akt pathway
    Hung, Wen-Yueh
    Lee, Wei-Jiunn
    Cheng, Guo-Zhou
    Tsai, Ching-Han
    Yang, Yi-Chieh
    Lai, Tsung-Ching
    Chen, Ji-Qing
    Chung, Chi-Li
    Chang, Jer-Hwa
    Chien, Ming-Hsien
    [J]. CELLULAR ONCOLOGY, 2021, 44 (05) : 1087 - 1103