Hypoxia signature derived from tumor-associated endothelial cells predict prognosis in gastric cancer

被引:0
|
作者
Wang, Ruiheng [1 ,2 ]
Liu, Guijun [2 ,3 ]
Wang, Ke [4 ]
Pan, Zhanglei [1 ,2 ]
Pei, Zhihua [5 ]
Hu, Xijiao [6 ,7 ]
机构
[1] Heilongjiang Univ Chinese Med, Surg Ward, Affiliated Hosp 2, Harbin, Peoples R China
[2] Heilongjiang Univ Chinese Med, Harbin, Peoples R China
[3] Heilongjiang Univ Chinese Med, Dept Adm, Affiliated Hosp 4, Harbin, Peoples R China
[4] Jiamusi Univ, Dept Oncol Surg, Affiliated Hosp 1, Endoscopy Room, Jiamusi, Peoples R China
[5] Huazhong Agr Univ, Coll Informat, Hubei Key Lab Agr Bioinformat, Wuhan, Peoples R China
[6] Heilongjiang Univ Chinese Med, Dept Obstet & Gynecol, Affiliated Hosp 2, Harbin, Peoples R China
[7] Heilongjiang Acad Tradit Chinese Med, Postdoctoral Res Stn, Harbin, Peoples R China
来源
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY | 2025年 / 13卷
关键词
gastric cancer; immunotherapy; single-cell; endothelial cells; hypoxia; prognosis; NOTCH SIGNALING PATHWAY; IMMUNOTHERAPY; PROGRESSION; ACTIVATION; ADENOSINE; GENOMICS;
D O I
10.3389/fcell.2025.1515681
中图分类号
Q2 [细胞生物学];
学科分类号
071009 ; 090102 ;
摘要
Background A hypoxic metabolism environment in the tumors is often associated with poor prognostic events such as tumor progression and treatment resistance. In gastric cancer, the mechanism of how hypoxia metabolism affects the tumor microenvironment and immunotherapy efficacy remains to be elucidated.Methods We used the bulk-mapping method to analyze the signatures correlated with the response of immunotherapy in the single-cell dataset. Cellular, pathway, and gene were systematically analyzed in both single-cell and bulk validation datasets.Results The most significant cell proportion difference between the response and non-response groups was in endothelial cells, which represent the malignant cells. VWF was specifically overexpressed in endothelial cells and was the hub gene of differential genes. EPAS1 was a VWF trans-regulated gene and highly positively correlated with VWF in expression. Knockdown experiments demonstrated that siVWF reduced the expression of VWF, EPAS1, and HIF1A, as well as the synthesis of lactate and adenosine which are indicators of hypoxic metabolism. These results suggest that the overexpression of core malign endothelial genes such as VWF drives hypoxic metabolism in tumors and creates an immunosuppressive environment that reduces the efficacy of immunotherapy. The adverse prognosis of the hypoxia signature was validated in the bulk cohort and significance was further enhanced after selecting core genes and combined survival weight scoring.Conclusion In summary, high expression of the malignant endothelial cell driver genes VWF and EPAS1 enhances hypoxic metabolism, and malignant cell-immune cell interactions suppress the immune response. Therefore, the two core genes of hypoxic metabolism might represent potential therapeutic and predicting biomarkers for immunotherapy of gastric cancer in the future.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Tumor-associated autoantibody signature for the early detection of gastric cancer
    Zayakin, Pawel
    Ancans, Guntis
    Silina, Karina
    Meistere, Irena
    Kalnina, Zane
    Andrejeva, Diana
    Endzelins, Edgars
    Ivanova, Lasma
    Pismennaja, Angelina
    Ruskule, Agnese
    Donina, Simona
    Wex, Thomas
    Malfertheiner, Peter
    Leja, Marcis
    Line, Aija
    INTERNATIONAL JOURNAL OF CANCER, 2013, 132 (01) : 137 - 147
  • [2] Tumor-associated macrophages induce capillary morphogenesis of lymphatic endothelial cells derived from human gastric cancer
    Tauchi, Yukie
    Tanaka, Hiroaki
    Kumamoto, Kanako
    Tokumoto, Mao
    Sakimura, Chie
    Sakurai, Katsunobu
    Kimura, Kenjiro
    Toyokawa, Takahiro
    Amano, Ryosuke
    Kubo, Naoshi
    Muguruma, Kazuya
    Yashiro, Masakazu
    Maeda, Kiyoshi
    Ohira, Masaichi
    Hirakawa, Kosei
    CANCER SCIENCE, 2016, 107 (08) : 1101 - 1109
  • [3] Molecular Signature of Tumor-Associated High Endothelial Venules That Can Predict Breast Cancer Survival
    Sawada, Junko
    Hiraoka, Nobuyoshi
    Qi, Rongsu
    Jiang, Lu
    Fournier-Goss, Ashley E.
    Yoshida, Masayuki
    Kawashima, Hiroto
    Komatsu, Masanobu
    CANCER IMMUNOLOGY RESEARCH, 2022, 10 (04) : 468 - 481
  • [4] Identification of Hypoxia-Associated Signature in Colon Cancer to Assess Tumor Immune Microenvironment and Predict Prognosis Based on 14 Hypoxia-Associated Genes
    Chen, Peng
    Li, Zhongxin
    Liang, Yulong
    Wei, Ming
    Jiang, Haibo
    Chen, Shihao
    Zhao, Zengren
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2023, 16 : 2503 - 2518
  • [5] A signature of six-hypoxia-related genes to evaluate the tumor immune microenvironment and predict prognosis in gastric cancer
    Kena Zhou
    Congbo Cai
    Guanjun Ding
    Yi He
    Di Hu
    BMC Medical Genomics, 15
  • [6] A signature of six-hypoxia-related genes to evaluate the tumor immune microenvironment and predict prognosis in gastric cancer
    Zhou, Kena
    Cai, Congbo
    Ding, Guanjun
    He, Yi
    Hu, Di
    BMC MEDICAL GENOMICS, 2022, 15 (01)
  • [7] The Role of PLIN3 in Prognosis and Tumor-Associated Macrophage Infiltration: A Pan-Cancer Analysis
    Yang, Shaohua
    Liu, Hejie
    Zheng, Youbin
    Chu, Hongyu
    Lu, Zhuming
    Yuan, Jie
    Xu, Shengshan
    JOURNAL OF INFLAMMATION RESEARCH, 2025, 18 : 3757 - 3777
  • [8] Integrated Analysis Construct a Tumor-Associated Macrophage Novel Signature with Promising Implications in Predicting the Prognosis and Immunotherapeutic Response of Gastric Cancer Patients
    Xin, Hua
    Chen, Yu
    Niu, Honglin
    Li, Xuebin
    Gai, Xuejie
    Cui, Guoli
    DIGESTIVE DISEASES AND SCIENCES, 2024, 69 (06) : 2055 - 2073
  • [9] Calculated Tumor-Associated Neutrophils Are Associated with the Tumor-Stroma Ratio and Predict a Poor Prognosis in Advanced Gastric Cancer
    Kim, Eun Young
    Abdul-Ghafar, Jamshid
    Chong, Yosep
    Yim, Kwangil
    BIOMEDICINES, 2022, 10 (03)
  • [10] The role of tumor-associated macrophages in the progression, prognosis and treatment of endometrial cancer
    Sun, Yihan
    Jiang, Genyi
    Wu, Qianhua
    Ye, Lei
    Li, Bilan
    FRONTIERS IN ONCOLOGY, 2023, 13