The macrophage-associated prognostic gene ANXA5 promotes immunotherapy resistance in gastric cancer through angiogenesis

被引:8
作者
Hong, Zhijun [1 ,2 ]
Wen, Peizhen [4 ]
Wang, Kang [1 ,2 ]
Wei, Xujin [3 ]
Xie, Wen [1 ,2 ]
Rao, Shihao [1 ,2 ]
Chen, Xin [3 ]
Hou, Jingjing [1 ,2 ]
Zhuo, Huiqin [1 ,2 ]
机构
[1] Xiamen Univ, Zhongshan Hosp, Sch Med, Dept Gastrointestinal Surg, Xiamen, Peoples R China
[2] Xiamen Municipal Key Lab Gastrointestinal Oncol, Xiamen 361004, Peoples R China
[3] Fujian Med Univ, Grad Sch, Fuzhou 350004, Peoples R China
[4] Navy Med Univ, Changzheng Hosp, Dept Gen Surg, 415 Fengyang Rd, Shanghai 200003, Peoples R China
关键词
Gastric cancer; Immune infiltration; WGCNA; LASSO-Cox analysis; ANXA5; TUMOR IMMUNE MICROENVIRONMENT; DOUBLE-BLIND; ANNEXIN A5; LANDSCAPE; CELLS; INFLAMMATION; EXPRESSION; THERAPY; REVEAL;
D O I
10.1186/s12885-024-11878-7
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer (GC) remains a predominant form of malignant tumor globally, necessitating innovative non-surgical therapeutic approaches. This investigation aimed to delineate the expression landscape of macrophage-associated genes in GC and to evaluate their prognostic significance and influence on immunotherapeutic responsiveness. Utilizing the CellMarker2.0 database, we identified 69 immune cell markers with prognostic relevance in GC, including 12 macrophage-specific genes. A Weighted Gene Co-Expression Network Analysis (WGCNA) isolated 3,181 genes correlated with these macrophage markers. The Cancer Genome Atlas (TCGA-STAD) dataset was employed as the training set, while data from the GSE62254 served as the validation cohort. 13 genes were shortlisted through LASSO-Cox regression to formulate a prognostic model. Multivariable Cox regression substantiated that the calculated risk score serves as an imperative independent predictor of overall survival (OS). Distinct macrophage infiltration profiles, pathway associations, treatment susceptibilities, and drug sensitivities were observed between high- and low-risk groups. The preliminary validation of ANXA5 in predicting the survival rates of GC patients at 1 year, 3 years, and 5 years, as well as its expression levels were higher and role in promoting tumor angiogenesis in GC through immunohistochemistry and angiogenesis experiments. In summary, macrophage-related genes were potentially a novel crosstalk mechanism between macrophages and endothelial cells in the tumor microenvironment, and the interplay between inflammation and angiogenesis might have also offered new therapeutic targets, providing a new avenue for personalized treatment interventions.
引用
收藏
页数:17
相关论文
共 71 条
  • [51] Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries
    Sung, Hyuna
    Ferlay, Jacques
    Siegel, Rebecca L.
    Laversanne, Mathieu
    Soerjomataram, Isabelle
    Jemal, Ahmedin
    Bray, Freddie
    [J]. CA-A CANCER JOURNAL FOR CLINICIANS, 2021, 71 (03) : 209 - 249
  • [52] Thorsson V, 2019, IMMUNITY, V51, P411, DOI [10.1016/j.immuni.2019.08.004, 10.1016/j.immuni.2018.03.023]
  • [53] A Cancer Associated Fibroblasts-Related Six-Gene Panel for Anti-PD-1 Therapy in Melanoma Driven by Weighted Correlation Network Analysis and Supervised Machine Learning
    Tian, Luyao
    Long, Fei
    Hao, Youjin
    Li, Bo
    Li, Yinghong
    Tang, Ying
    Li, Jing
    Zhao, Qi
    Chen, Juan
    Liu, Mingwei
    [J]. FRONTIERS IN MEDICINE, 2022, 9
  • [54] Dependency of a therapy-resistant state of cancer cells on a lipid peroxidase pathway
    Viswanathan, Vasanthi S.
    Ryan, Matthew J.
    Dhruv, Harshil D.
    Gill, Shubhroz
    Eichhoff, Ossia M.
    Seashore-Ludlow, Brinton
    Kaffenberger, Samuel D.
    Eaton, John K.
    Shimada, Kenichi
    Aguirre, Andrew J.
    Viswanathan, Srinivas R.
    Chattopadhyay, Shrikanta
    Tamayo, Pablo
    Yang, Wan Seok
    Rees, Matthew G.
    Chen, Sixun
    Boskovic, Zarko V.
    Javaid, Sarah
    Huang, Cherrie
    Wu, Xiaoyun
    Tseng, Yuen-Yi
    Roider, Elisabeth M.
    Gao, Dong
    Cleary, James M.
    Wolpin, Brian M.
    Mesirov, Jill P.
    Haber, Daniel A.
    Engelman, Jeffrey A.
    Boehm, Jesse S.
    Kotz, Joanne D.
    Hon, Cindy S.
    Chen, Yu
    Hahn, William C.
    Levesque, Mitchell P.
    Doench, John G.
    Berens, Michael E.
    Shamji, Alykhan F.
    Clemons, Paul A.
    Stockwell, Brent R.
    Schreiber, Stuart L.
    [J]. NATURE, 2017, 547 (7664) : 453 - +
  • [55] Integrative Analysis Identifies a TNFα-Derived Gene Signature for Predicting Prognosis, Tumor Immunity, and Treatment Sensitivity in Gastric Cancer
    Wang, Ke
    Qi, Lina
    Sun, Hua
    Diao, Min
    Yang, Lin
    [J]. FRONTIERS IN GENETICS, 2022, 13
  • [56] Cytokine-like 1 Chemoattracts Monocytes/Macrophages via CCR2
    Wang, Xiaolin
    Li, Ting
    Wang, Wenyan
    Yuan, Wanqiong
    Liu, Huihui
    Cheng, Yingying
    Wang, Pingzhang
    Zhang, Yu
    Han, Wenling
    [J]. JOURNAL OF IMMUNOLOGY, 2016, 196 (10) : 4090 - 4099
  • [57] Ramucirumab plus paclitaxel versus placebo plus paclitaxel in patients with previously treated advanced gastric or gastro-oesophageal junction adenocarcinoma (RAINBOW): a double-blind, randomised phase 3 trial
    Wilke, Hansjochen
    Muro, Kei
    Van Cutsem, Eric
    Oh, Sang-Cheul
    Bodoky, Gyoergy
    Shimada, Yasuhiro
    Hironaka, Shuichi
    Sugimoto, Naotoshi
    Lipatov, Oleg
    Kim, Tae-You
    Cunningham, David
    Rougier, Philippe
    Komatsu, Yoshito
    Ajani, Jaffer
    Emig, Michael
    Carlesi, Roberto
    Ferry, David
    Chandrawansa, Kumari
    Schwartz, Jonathan D.
    Ohtsu, Atsushi
    [J]. LANCET ONCOLOGY, 2014, 15 (11) : 1224 - 1235
  • [58] Redefining Tumor-Associated Macrophage Subpopulations and Functions in the Tumor Microenvironment
    Wu, Kaiyue
    Lin, Kangjia
    Li, Xiaoyan
    Yuan, Xiangliang
    Xu, Peiqing
    Ni, Peihua
    Xu, Dakang
    [J]. FRONTIERS IN IMMUNOLOGY, 2020, 11 : 1731
  • [59] Reanalysis of single-cell data reveals macrophage subsets associated with the immunotherapy response and prognosis of patients with endometrial cancer
    Wu, Qianhua
    Jiang, Genyi
    Sun, Yihan
    Li, Bilan
    [J]. EXPERIMENTAL CELL RESEARCH, 2023, 430 (02)
  • [60] Transcriptome-based network analysis related to M2-like tumor-associated macrophage infiltration identified VARS1 as a potential target for improving melanoma immunotherapy efficacy
    Wu, Zhengquan
    Lei, Ke
    Li, Huaizhi
    He, Jiali
    Shi, Enxian
    [J]. JOURNAL OF TRANSLATIONAL MEDICINE, 2022, 20 (01)