Novel Hypoxia-Associated Gene Signature Depicts Tumor Immune Microenvironment and Predicts Prognosis of Colon Cancer Patients

被引:7
作者
Xu, Yixin [1 ,2 ,3 ]
Cao, Can [4 ]
Zhu, Ziyan [4 ]
Wang, Yibo [1 ,2 ]
Tan, Yulin [1 ,2 ]
Xu, Xuezhong [1 ,2 ]
机构
[1] Jiangsu Univ, Dept Gen Surg, Wujin Hosp, Changzhou, Peoples R China
[2] Xuzhou Med Univ, Dept Gen Surg, Wujin Clin Coll, Changzhou, Peoples R China
[3] Nanjing Med Univ, Dept Gen Surg, Shanghai Gen Hosp, Shanghai, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Dept Gen Surg, Sch Med, Shanghai, Peoples R China
关键词
colon cancer; hypoxia; tumor immune microenvironment; prognostic model; overall survival; CLINICAL-SIGNIFICANCE; COLORECTAL-CANCER; MACROPHAGES; IPILIMUMAB; EXPRESSION; MELANOMA; PEMBROLIZUMAB; COMBINATION; METABOLISM; MOUSE;
D O I
10.3389/fgene.2022.901734
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Hypoxia, a typical hallmark of numerous tumors, indicates poor infiltration of antitumor lymphocytes, as well as facilitates the development, progression, and drug resistance of malignant cells. Here, the present research was performed to identify novel hypoxia-related molecular markers and their correlation to the tumor immune microenvironment (TIME) in colon cancer. The expression of hypoxia-related gene signature was extracted from The Cancer Genome Atlas (TCGA) COAD cohort. Based on this signature, a risk score model was constructed using the Lasso regression model. Its discrimination ability and stability were validated in another independent cohort (GSE17536) from Gene Expression Omnibus (GEO) database. Moreover, molecular biology experiments (quantitative real-time PCR and multiple immunohistochemistry) were performed to validate the results of bioinformatics analyses. Three hub genes, including PPFIA4, SERPINE1, and STC2, were chosen to build the risk score model. All of these genes were increasingly expressed in the hypoxia subgroup (HS). Compared with the normoxia subgroup (NS), HS had worse pathological features (T, N, M, and stage) and overall survival (OS), more expression of immune checkpoint molecules, poorer infiltration of some pro-inflammation immune cells (CD4(+) T cells and CD8(+) T cells), and enriched infiltration of M0/M2 macrophages. After the risk model was proven to be valuable and stable, a nomogram was built based on this model and some clinicopathological factors. Moreover, it had been identified that three hub genes were all increasingly expressed in hypoxic conditions by quantitative real-time PCR (qPCR). The results of multiple immunohistochemistry (mIHC) also showed that higher expression of hub genes was associated with poorer infiltration of pro-inflammation immune cells (CD8(+) T cells and M1 macrophages) and richer infiltration of anti-inflammation immune cells (Treg cells and M2 macrophages). In conclusion, the present study uncovered the relations among hypoxia, TIME, and clinicopathological features of colon cancer. It might provide new insight and a potential therapeutic target for immunotherapy.
引用
收藏
页数:21
相关论文
共 69 条
[1]  
Anderson NM, 2020, CURR BIOL, V30, pR921, DOI 10.1016/j.cub.2020.06.081
[2]   Conserved pan-cancer microenvironment subtypes predict response to immunotherapy [J].
Bagaev, Alexander ;
Kotlov, Nikita ;
Nomie, Krystle ;
Svekolkin, Viktor ;
Gafurov, Azamat ;
Isaeva, Olga ;
Osokin, Nikita ;
Kozlov, Ivan ;
Frenkel, Felix ;
Gancharova, Olga ;
Almog, Nava ;
Tsiper, Maria ;
Ataullakhanov, Ravshan ;
Fowler, Nathan .
CANCER CELL, 2021, 39 (06) :845-+
[3]   Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression [J].
Becht, Etienne ;
Giraldo, Nicolas A. ;
Lacroix, Laetitia ;
Buttard, Benedicte ;
Elarouci, Nabila ;
Petitprez, Florent ;
Selves, Janick ;
Laurent-Puig, Pierre ;
Sautes-Fridman, Catherine ;
Fridman, Wolf H. ;
de Reynies, Aurelien .
GENOME BIOLOGY, 2016, 17
[4]   HYPOXIA AND METABOLISM SERIES - TIMELINE The impact of O2 availability on human cancer [J].
Bertout, Jessica A. ;
Patel, Shetal A. ;
Simon, M. Celeste .
NATURE REVIEWS CANCER, 2008, 8 (12) :967-975
[5]  
Bray F, 2018, CA-CANCER J CLIN, V68, P394, DOI [10.3322/caac.21492, 10.3322/caac.21609]
[6]   Suppressing MDSC Recruitment to the Tumor Microenvironment by Antagonizing CXCR2 to Enhance the Efficacy of Immunotherapy [J].
Bullock, Kennady ;
Richmond, Ann .
CANCERS, 2021, 13 (24)
[7]   Transcriptional programs of neoantigen-specific TIL in anti-PD-1-treated lung cancers [J].
Caushi, Justina X. ;
Zhang, Jiajia ;
Ji, Zhicheng ;
Vaghasia, Ajay ;
Zhang, Boyang ;
Hsiue, Emily Han-Chung ;
Mog, Brian J. ;
Hou, Wenpin ;
Justesen, Sune ;
Blosser, Richard ;
Tam, Ada ;
Anagnostou, Valsamo ;
Cottrell, Tricia R. ;
Guo, Haidan ;
Chan, Hok Yee ;
Singh, Dipika ;
Thapa, Sampriti ;
Dykema, Arbor G. ;
Burman, Poromendro ;
Choudhury, Begum ;
Aparicio, Luis ;
Cheung, Laurene S. ;
Lanis, Mara ;
Belcaid, Zineb ;
El Asmar, Margueritta ;
Illei, Peter B. ;
Wang, Rulin ;
Meyers, Jennifer ;
Schuebel, Kornel ;
Gupta, Anuj ;
Skaist, Alyza ;
Wheelan, Sarah ;
Naidoo, Jarushka ;
Marrone, Kristen A. ;
Brock, Malcolm ;
Ha, Jinny ;
Bush, Errol L. ;
Park, Bernard J. ;
Bott, Matthew ;
Jones, David R. ;
Reuss, Joshua E. ;
Velculescu, Victor E. ;
Chaft, Jamie E. ;
Kinzler, Kenneth W. ;
Zhou, Shibin ;
Vogelstein, Bert ;
Taube, Janis M. ;
Hellmann, Matthew D. ;
Brahmer, Julie R. ;
Merghoub, Taha .
NATURE, 2021, 596 (7870) :126-+
[8]   Multi-Omics Profiling Identifies Risk Hypoxia-Related Signatures for Ovarian Cancer Prognosis [J].
Chen, Xingyu ;
Lan, Hua ;
He, Dong ;
Xu, Runshi ;
Zhang, Yao ;
Cheng, Yaxin ;
Chen, Haotian ;
Xiao, Songshu ;
Cao, Ke .
FRONTIERS IN IMMUNOLOGY, 2021, 12
[9]   Computational analysis of mRNA expression profiles identifies a novel triple-biomarker model as prognostic predictor of stage II and III colorectal adenocarcinoma patients [J].
Cheng, Xiankui ;
Hu, Meilin ;
Chen, Chuancui ;
Hou, Dongsheng .
CANCER MANAGEMENT AND RESEARCH, 2018, 10 :2945-2952
[10]   Immune status is prognostic for poor survival in colorectal cancer patients and is associated with tumour hypoxia [J].
Craig, Stephanie G. ;
Humphries, Matthew P. ;
Alderdice, Matthew ;
Bingham, Victoria ;
Richman, Susan D. ;
Loughrey, Maurice B. ;
Coleman, Helen G. ;
Viratham-Pulsawatdi, Amelie ;
McCombe, Kris ;
Murray, Graeme I. ;
Blake, Andrew ;
Domingo, Enric ;
Robineau, James ;
Brown, Louise ;
Fisher, David ;
Seymour, Matthew T. ;
Quirke, Phil ;
Bankhead, Peter ;
McQuaid, Stephen ;
Lawler, Mark ;
McArt, Darragh G. ;
Maughan, Tim S. ;
James, Jacqueline A. ;
Salto-Tellez, Manuel .
BRITISH JOURNAL OF CANCER, 2020, 123 (08) :1280-1288