The Bioinformatics-Based Analysis Identifies 7 Immune-Related Genes as Prognostic Biomarkers for Colon Cancer

被引:7
作者
Pan, Jie [1 ]
Weng, Zongqi [1 ]
Xue, Chaorong [1 ]
Lin, Bingqiang [1 ]
Lin, Mengxin [2 ]
机构
[1] Fujian Med Univ Union Hosp, Dept Emergency Surg, Fuzhou, Peoples R China
[2] Fujian Med Univ Union Hosp, Dept Med Oncol, Fuzhou, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
关键词
colon cancer (COAD); immune-related gene (IRG); immunotherapy; cancer; genes; TUMOR MICROENVIRONMENT; MECHANISMS;
D O I
10.3389/fonc.2021.726701
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Colon cancer poses a great threat to human health. Currently, there is no effective treatment for colon cancer due to its complex causative factors. Immunotherapy has now become a new method for tumor treatment. In this study, 487 DEGs were screened from The Cancer Genome Atlas (TCGA) database and ImmPort database, and GeneOntology (GO) functional enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis was performed. Hierarchical clustering of all samples revealed a significant correlation between colon cancer and immunity. The weighted gene co-expression network analysis (WGCNA) algorithm was used to identify key gene modules associated with immunity in colon cancer, here, module grey60 showed the highest correlation. A protein-protein interaction (PPI) network was constructed using the STRING database to screen hub genes, and subsequently, 7 immune-related genes the most closely associated with colon cancer were identified by differential expression in cancer and paracancer. Finally, a risk prediction model was developed using least absolute shrinkage and selection operator (LASSO) COX analysis, and the accuracy of the model was validated by GSE14333. This study determined that IRF4 and TNFRSF17 were immune-related genes in colon cancer, providing immune-related prognostic biomarkers for colon cancer.
引用
收藏
页数:13
相关论文
共 37 条
  • [1] Global patterns and trends in colorectal cancer incidence and mortality
    Arnold, Melina
    Sierra, Monica S.
    Laversanne, Mathieu
    Soerjomataram, Isabelle
    Jemal, Ahmedin
    Bray, Freddie
    [J]. GUT, 2017, 66 (04) : 683 - 691
  • [2] NCCN Guidelines® Insights Colon Cancer, Version 2.2018 Featured Updates to the NCCN Guidelines
    Benson, Al B., III
    Venook, Alan P.
    Al-Hawary, Mahmoud M.
    Cederquist, Lynette
    Chen, Yi-Jen
    Ciombor, Kristen K.
    Cohen, Stacey
    Cooper, Harry S.
    Deming, Dustin
    Engstrom, Paul F.
    Garrido-Laguna, Ignacio
    Grem, Jean L.
    Grothey, Axel
    Hochster, Howard S.
    Hoffe, Sarah
    Hunt, Steven
    Kamel, Ahmed
    Kirilcuk, Natalie
    Krishnamurthi, Smitha
    Messersmith, Wells A.
    Meyerhardt, Jeffrey
    Miller, Eric D.
    Mulcahy, Mary F.
    Murphy, James D.
    Nurkin, Steven
    Saltz, Leonard
    Sharma, Sunil
    Shibata, David
    Skibber, John M.
    Sofocleous, Constantinos T.
    Stoffel, Elena M.
    Stotsky-Himelfarb, Eden
    Willett, Christopher G.
    Wuthrick, Evan
    Gregory, Kristina M.
    Freedman-Cass, Deborah A.
    [J]. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2018, 16 (04): : 359 - 369
  • [3] Cytokines in clinical cancer immunotherapy
    Berraondo, Pedro
    Sanmamed, Miguel F.
    Ochoa, Maria C.
    Etxeberria, Inaki
    Aznar, Maria A.
    Luis Perez-Gracia, Jose
    Rodriguez-Ruiz, Maria E.
    Ponz-Sarvise, Mariano
    Castanon, Eduardo
    Melero, Ignacio
    [J]. BRITISH JOURNAL OF CANCER, 2019, 120 (01) : 6 - 15
  • [4] Prognostic Value of BIRC5 in Lung Adenocarcinoma Lacking EGFR, KRAS, and ALK Mutations by Integrated Bioinformatics Analysis
    Cao, Yajuan
    Zhu, Weikang
    Chen, Wanqing
    Wu, Jianchun
    Hou, Guozhen
    Li, Yan
    [J]. DISEASE MARKERS, 2019, 2019
  • [5] The World Cancer Research Fund/American Institute for Cancer Research Third Expert Report on Diet, Nutrition, Physical Activity, and Cancer: Impact and Future Directions
    Clinton, Steven K.
    Giovannucci, Edward L.
    Hursting, Stephen D.
    [J]. JOURNAL OF NUTRITION, 2020, 150 (04) : 663 - 671
  • [6] Cytokines in the Treatment of Cancer
    Conlon, Kevin C.
    Miljkovic, Milos D.
    Waldmann, Thomas A.
    [J]. JOURNAL OF INTERFERON AND CYTOKINE RESEARCH, 2019, 39 (01) : 6 - 21
  • [7] Overexpression of interleukin-20 receptor subunit beta (IL20RB) correlates with cell proliferation, invasion and migration enhancement and poor prognosis in papillary renal cell carcinoma
    Cui, Xi-Feng
    Cui, Xi-Gang
    Leng, Ning
    [J]. JOURNAL OF TOXICOLOGIC PATHOLOGY, 2019, 32 (04) : 245 - 251
  • [8] STAT gene family mRNA expression and prognostic value in hepatocellular carcinoma
    Dong, Zhitao
    Chen, Yi
    Yang, Cheng
    Zhang, Meng
    Chen, Aixue
    Yang, Jiamei
    Huang, Yangqing
    [J]. ONCOTARGETS AND THERAPY, 2019, 12 : 7175 - 7191
  • [9] Interleukin-34 sustains pro-tumorigenic signals in colon cancer tissue
    Franze, Eleonora
    Dinallo, Vicenzo
    Rizzo, Angela
    Di Giovangiulio, Martina
    Bevivino, Gerolamo
    Stolfi, Carmine
    Caprioli, Flavio
    Colantoni, Alfredo
    Ortenzi, Angela
    Di Grazia, Antonio
    Sica, Giuseppe
    Sileri, Pier Paolo
    Rossi, Piero
    Monteleone, Giovanni
    [J]. ONCOTARGET, 2018, 9 (03) : 3432 - 3445
  • [10] Profiles of immune cell infiltration and immune-related genes in the tumor microenvironment of colorectal cancer
    Ge, Penglei
    Wang, Weiwei
    Li, Lin
    Zhang, Gong
    Gao, Zhiqiang
    Tang, Zhe
    Dang, Xiaowei
    Wu, Yang
    [J]. BIOMEDICINE & PHARMACOTHERAPY, 2019, 118