Effect of cancer-associated fibroblasts on prognosis and immune infiltration in head and neck squamous cell carcinoma

被引:0
|
作者
Xu, Yuan-yuan [1 ]
Zhu, Huanfeng [2 ]
Zong, Dan [2 ]
Qian, Luxi [2 ]
Cai, Yi [1 ]
Xiang, Nan [1 ]
机构
[1] Soochow Univ, Changshu 1 Peoples Hosp, Changshu Hosp, Changshu, Peoples R China
[2] Nanjing Med Univ, Jiangsu Canc Hosp, Jiangsu Inst Canc Res, Affiliated Canc Hosp, 42 Bai Zi Ting Rd, Nanjing, Peoples R China
来源
PRECISION MEDICAL SCIENCES | 2024年 / 13卷 / 02期
关键词
cancer-associated-fibroblasts; GEO; head and neck squamous cell carcinoma; TCGA;
D O I
10.1002/prm2.12129
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Cancer-associated fibroblasts (CAFs) are the center of cross-communication between various cells in the tumor stroma. However, how CAFs-associated genes play an important role in Head and neck squamous cell carcinoma (HNSCC) prognosis has not been reported. Transcriptome data were downloaded from TCGA and GEO databases. Devtools, DPIC, xCell, MCPcounter, and Estimate packages were used to calculate CAFs scores and immune infiltration. Prognosis and weighted gene coexpression network analysis (WGCNA) analysis were performed between high or low risk populations based on CAF scores. Hub genes were identified, intersected, and enriched between TCGA and GEO databases. CAFs related genes were used to construct a prognostic model and the tumor immune dysfunction and exclusion database was used to evaluate the immune infiltration. Drug sensitivity, difference analysis and the HPA database were used to identify sensitive drugs and verify their expression. TCGA and GEO data suggested that CAFs scores had a role in HNSCC prognosis prediction. Based on CAFs scores, WGCNA and core gene enrichment analysis were performed to construct a CAFs-related prognostic model. The prognostic model composed of a total of 12 CAFs genes could predict the prognosis well and was validated in the validation dataset, demonstrating its applicability to external data. According to the model, although there was no statistical difference in immune escape between the high and low risk groups, the proportion of patients who responded to immunotherapy was different. Drug sensitivity also differed between the two groups. This study suggests that CAFs associated genetic signatures may help to optimize risk stratification and provide new insights into individualized cancer treatment. Although there was no statistical difference in immune escape between the high and low risk groups, the proportion of patients who responded to immunotherapy was different. Drug sensitivity also differed between the two groups. This study suggests that CAFs associated genetic signatures may help to optimize risk stratification and provide new insights into individualized cancer treatment. image
引用
收藏
页码:118 / 129
页数:12
相关论文
共 50 条
  • [1] Heterogeneity of cancer-associated fibroblasts in head and neck squamous cell carcinoma
    Mou, Tingchen
    Zhu, Haoran
    Jiang, Yanbo
    Xu, Xuhui
    Cai, Lina
    Zhong, Yuan
    Luo, Jun
    Zhang, Zhenxing
    [J]. TRANSLATIONAL ONCOLOGY, 2023, 35
  • [2] Immunosuppressive activity of cancer-associated fibroblasts in head and neck squamous cell carcinoma
    Takahashi, Hideyuki
    Sakakura, Koichi
    Kawabata-Iwakawa, Reika
    Rokudai, Susumu
    Toyoda, Minoru
    Nishiyama, Masahiko
    Chikamatsu, Kazuaki
    [J]. CANCER IMMUNOLOGY IMMUNOTHERAPY, 2015, 64 (11) : 1407 - 1417
  • [3] Immunosuppressive activity of cancer-associated fibroblasts in head and neck squamous cell carcinoma
    Takahashi, Hideyuki
    Sakakura, Koichi
    Chikamatsu, Kazuaki
    [J]. CANCER RESEARCH, 2015, 75
  • [4] Immunosuppressive activity of cancer-associated fibroblasts in head and neck squamous cell carcinoma
    Hideyuki Takahashi
    Koichi Sakakura
    Reika Kawabata-Iwakawa
    Susumu Rokudai
    Minoru Toyoda
    Masahiko Nishiyama
    Kazuaki Chikamatsu
    [J]. Cancer Immunology, Immunotherapy, 2015, 64 : 1407 - 1417
  • [5] Cancer-associated fibroblasts induce immunosuppressive macrophages in head and neck squamous cell carcinoma
    Takahashi, Hideyuki
    Sakakura, Koichi
    Chikamatsu, Kazuaki
    [J]. CANCER RESEARCH, 2016, 76
  • [6] Heterogeneity of cancer-associated fibroblasts in head and neck squamous cell carcinoma: opportunities and challenges
    Chen Hu
    Yifan Zhang
    Chunping Wu
    Qiang Huang
    [J]. Cell Death Discovery, 9
  • [7] Heterogeneity of cancer-associated fibroblasts in head and neck squamous cell carcinoma: opportunities and challenges
    Hu, Chen
    Zhang, Yifan
    Wu, Chunping
    Huang, Qiang
    [J]. CELL DEATH DISCOVERY, 2023, 9 (01)
  • [8] Increased Expression of PDGFA Is Associated With Poor Prognosis and Immune Infiltration in Head and Neck Squamous Cell Carcinoma
    Wang, Kaiqin
    Li, Changya
    Chen, Huarong
    Gu, Ping
    Lu, Jiafeng
    Zhao, Houyu
    Zhuo, Xianlu
    [J]. JOURNAL OF ORAL PATHOLOGY & MEDICINE, 2024,
  • [9] Effect of Activating Cancer-associated Fibroblasts Biomarker TNC on Immune Cell Infiltration and Prognosis in Breast Cancer
    Huang, Ting
    Zhu, Di
    Lu, Yuanzhi
    [J]. LABORATORY INVESTIGATION, 2023, 103 (03) : S147 - S148
  • [10] Effect of activating cancer-associated fibroblasts biomarker TNC on immune cell infiltration and prognosis in breast cancer
    Huang, Ting
    Lu, Cheng
    Zhang, Ying
    Lin, Bi-yun
    Zhang, Zhe-jun
    Zhu, Di
    Wang, Liang
    Lu, Yuanzhi
    [J]. ANNALS OF MEDICINE, 2023, 55 (02)