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
  • [1] Gastric Cancer, Version 2.2022
    Ajani, Jaffer A.
    D'Amico, Thomas A.
    Bentrem, David J.
    Chao, Joseph
    Cooke, David
    Corvera, Carlos
    Das, Prajnan
    Enzinger, Peter C.
    Enzler, Thomas
    Fanta, Paul
    Farjah, Farhood
    Gerdes, Hans
    Gibson, Michael K.
    Hochwald, Steven
    Hofstetter, Wayne L.
    Ilson, David H.
    Keswani, Rajesh N.
    Kim, Sunnie
    Kleinberg, Lawrence R.
    Klempner, Samuel J.
    Lacy, Jill
    Ly, Quan P.
    Matkowskyj, Kristina A.
    McNamara, Michael
    Mulcahy, Mary F.
    Outlaw, Darryl
    Park, Haeseong
    Perry, Kyle A.
    Pimiento, Jose
    Poultsides, George A.
    Reznik, Scott
    Roses, Robert E.
    Strong, Vivian E.
    Su, Stacey
    Wang, Hanlin L.
    Wiesner, Georgia
    Willett, Christopher G.
    Yakoub, Danny
    Yoon, Harry
    McMillian, Nicole
    Pluchino, Lenora A.
    [J]. JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK, 2022, 20 (02): : 167 - 192
  • [2] xCell: digitally portraying the tissue cellular heterogeneity landscape
    Aran, Dvir
    Hu, Zicheng
    Butte, Atul J.
    [J]. GENOME BIOLOGY, 2017, 18
  • [3] Estimating the population abundance of tissue-infiltrating immune and stromal cell populations using gene expression
    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
    [J]. GENOME BIOLOGY, 2016, 17
  • [4] Spatiotemporal Dynamics of Intratumoral Immune Cells Reveal the Immune Landscape in Human Cancer
    Bindea, Gabriela
    Mlecnik, Bernhard
    Tosolini, Marie
    Kirilovsky, Amos
    Waldner, Maximilian
    Obenauf, Anna C.
    Angell, Helen
    Fredriksen, Tessa
    Lafontaine, Lucie
    Berger, Anne
    Bruneval, Patrick
    Fridman, Wolf Herman
    Becker, Christoph
    Pages, Franck
    Speicher, Michael R.
    Trajanoski, Zlatko
    Galon, Jerome
    [J]. IMMUNITY, 2013, 39 (04) : 782 - 795
  • [5] CANCER - A BIOLOGICAL APPROACH .1. THE PROCESSES OF CONTROL
    BURNET, M
    [J]. BRITISH MEDICAL JOURNAL, 1957, 1 (APR6) : 779 - 786
  • [6] Pan-cancer Immunogenomic Analyses Reveal Genotype-Immunophenotype Relationships and Predictors of Response to Checkpoint Blockade
    Charoentong, Pornpimol
    Finotello, Francesca
    Angelova, Mihaela
    Mayer, Clemens
    Efremova, Mirjana
    Rieder, Dietmar
    Hackl, Hubert
    Trajanoski, Zlatko
    [J]. CELL REPORTS, 2017, 18 (01): : 248 - 262
  • [7] Targeting Myristoylated Alanine-Rich C Kinase Substrate Phosphorylation Site Domain in Lung Cancer Mechanisms and Therapeutic Implications
    Chen, Ching-Hsien
    Statt, Sarah
    Chiu, Chun-Lung
    Thai, Philip
    Arif, Muhammad
    Adler, Kenneth B.
    Wu, Reen
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2014, 190 (10) : 1127 - 1138
  • [8] Role of the tumor microenvironment in the pathogenesis of gastric carcinoma
    Chung, Hye Won
    Lim, Jong-Baeck
    [J]. WORLD JOURNAL OF GASTROENTEROLOGY, 2014, 20 (07) : 1667 - 1680
  • [9] The three Es of cancer immunoediting
    Dunn, GP
    Old, LJ
    Schreiber, RD
    [J]. ANNUAL REVIEW OF IMMUNOLOGY, 2004, 22 : 329 - 360
  • [10] Molecular and pharmacological modulators of the tumor immune contexture revealed by deconvolution of RNA-seq data
    Finotello, Francesca
    Mayer, Clemens
    Plattner, Christina
    Laschober, Gerhard
    Rieder, Dietmar
    Hackl, Hubert
    Krogsdam, Anne
    Loncova, Zuzana
    Posch, Wilfried
    Wilflingseder, Doris
    Sopper, Sieghart
    Ijsselsteijn, Marieke
    Brouwer, Thomas P.
    Johnson, Douglas
    Xu, Yaomin
    Wang, Yu
    Sanders, Melinda E.
    Estrada, Monica V.
    Ericsson-Gonzalez, Paula
    Charoentong, Pornpimol
    Balko, Justin
    de Miranda, Noel Filipe da Cunha Carvahlo
    Trajanoski, Zlatko
    [J]. GENOME MEDICINE, 2019, 11 (1)