Prognostic value of tumor immune microenvironment factors in patients with stage I lung adenocarcinoma

被引:1
|
作者
Xue, Qianqian [1 ,2 ,3 ]
Wang, Yue [1 ,2 ,3 ]
Zheng, Qiang [1 ,2 ,3 ]
Chen, Lijun [1 ,2 ,3 ]
Lin, Yicong [1 ,2 ,3 ]
Jin, Yan [1 ,2 ,3 ]
Shen, Xuxia [1 ,2 ,3 ]
Li, Yuan [1 ,2 ,3 ]
机构
[1] Fudan Univ, Dept Pathol, Shanghai Canc Ctr, Shanghai, Peoples R China
[2] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai, Peoples R China
[3] Fudan Univ, Inst Thorac Oncol, Shanghai, Peoples R China
来源
AMERICAN JOURNAL OF CANCER RESEARCH | 2023年 / 13卷 / 03期
基金
中国国家自然科学基金;
关键词
Stage I lung adenocarcinoma; recurrence; tumor microenvironment; immunohistochemistry; HALO; TERTIARY LYMPHOID STRUCTURES; INFILTRATING IMMUNE; CELL; MACROPHAGE; IMPACT; NEUTROPHILS; LANDSCAPE; SURVIVAL; CANCERS;
D O I
暂无
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Survival is difficult to predict in patients with resected stage I lung adenocarcinoma (LUAD), but tumor microenvironment (TME) factors appear useful in predicting survival in advanced non-small cell lung cancer. We aimed to identify the TME factors linked to recurrence/metastasis and survival in stage I LUAD patients. We evaluated TME factors in stage I LUAD patients in The Cancer Genome Atlas (TCGA) using the "ESTIMATE" and "MCP-counter" R packages. We characterized infiltrating immune cells in the tumor and stromal regions in 44 stage I LUAD patients at our hospital using immunohistochemical methods combined with the HALO (R) Image Analysis Platform. In TCGA LUAD patients, the number of neutrophils was higher in patients without recurrence/metastasis than in patients with recurrence/metastasis. For patients with recurrence/metastasis, higher CD8+ T lymphocyte and B lymphocyte infiltration levels were associated with better overall survival (OS), and myeloid dendritic cell (DC) infiltration was associated with better disease-free survival (DFS). In stage I LUAD patients at our hospital, CD4+ T cells, CD8+ T cells, CD14+ monocytic lineage cells, CD16+ NK cells, and CD19+ B lymphocytes were more highly expressed in stromal regions than in tumor regions. Moreover, high intratumoral CD11c+ myeloid DC and CD68+ macrophage levels were associated with recurrence/metastasis. Within tumor regions, higher CD11c+ myeloid DC and CD68+ macrophage levels were associated with shorter DFS; within stromal regions, higher CD68+ macrophage levels were associated with shorter DFS. Multivariate analysis revealed that the presence of intravascular carcinoma embolus, higher intratumoral CD11c+ myeloid DC levels, and high stromal CD68+ macrophage and CD4+ T-cell levels were independently linked to recurrence/metastasis in stage I LUAD patients. This study using 2 datasets shows that key players in the TME are associated with recurrence/metastasis in stage I LUAD patients. Higher intratumoral CD11c+ myeloid DC, stromal CD68+ macrophage and stromal CD4+ T-cell levels are independent prognostic factors for DFS in these patients.
引用
收藏
页码:950 / 963
页数:14
相关论文
共 50 条
  • [31] Prognostic impact of tumor microenvironment-related markers in patients with adenocarcinoma of the lung
    Sugai, Mayu
    Yanagawa, Naoki
    Shikanai, Shunsuke
    Osakabe, Mitsumasa
    Maemondo, Makoto
    Saito, Hajime
    Sugai, Tamotsu
    INTERNATIONAL JOURNAL OF CLINICAL ONCOLOGY, 2023, 28 (02) : 229 - 239
  • [32] Prognostic impact of tumor microenvironment-related markers in patients with adenocarcinoma of the lung
    Mayu Sugai
    Naoki Yanagawa
    Shunsuke Shikanai
    Mitsumasa Osakabe
    Makoto Maemondo
    Hajime Saito
    Tamotsu Sugai
    International Journal of Clinical Oncology, 2023, 28 : 229 - 239
  • [33] Link between tumor-promoting fibrous microenvironment and an immunosuppressive microenvironment in stage I lung adenocarcinoma
    Sakai, Takashi
    Aokage, Keiju
    Neri, Shinya
    Nakamura, Hiroshi
    Nomura, Shogo
    Tane, Kenta
    Miyoshi, Tomohiro
    Sugano, Masato
    Kojima, Motohiro
    Fujii, Satoshi
    Kuwata, Takeshi
    Ochiai, Atsushi
    Iyoda, Akira
    Tsuboi, Masahiro
    Ishii, Genichiro
    LUNG CANCER, 2018, 126 : 64 - 71
  • [34] Potential Prognostic Value and Mechanism of Stromal-Immune Signature in Tumor Microenvironment for Stomach Adenocarcinoma
    Zhu, Xinying
    Xie, Xiaoli
    Zhao, Qingchao
    Zhang, Lixian
    Li, Changjuan
    Zhao, Dongqiang
    BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [35] Proteomic profiling of tumor microenvironment and prognosis risk prediction in stage I lung adenocarcinoma
    Lu, Yueh-Feng
    Chang, Ya-Hsuan
    Chen, Yi-Ju
    Hsieh, Min-Shu
    Lin, Mong-Wei
    Hsu, Hsao-Hsun
    Han, Chia-Li
    Chen, Yu-Ju
    Yu, Sung-Liang
    Chen, Jin-Shing
    Chen, Hsuan-Yu
    LUNG CANCER, 2024, 191
  • [36] TRIM28 is a distinct prognostic biomarker that worsens the tumor immune microenvironment in lung adenocarcinoma
    Liu, Jie
    Han, Xiao
    Chen, Lijuan
    Han, Dong
    Mu, Xiaoqian
    Hu, Xiufeng
    Wu, Hongbo
    Wu, Huijuan
    Liu, Wenjing
    Zhao, Yanqiu
    AGING-US, 2020, 12 (20): : 20308 - 20331
  • [37] Tumor necrosis serves as a prognostic predictor in operable and stage I lung adenocarcinoma
    Lin, Pei-Ying
    Hsiao, Tzu-Hung
    Yang, Pan-Chyr
    CANCER RESEARCH, 2016, 76
  • [38] Development of a Prognostic Alternative Splicing Signature Associated With Tumor Microenvironment Immune Profiles in Lung Adenocarcinoma
    Bao, Guangyao
    Li, Tian
    Guan, Xiaojiao
    Yao, Yao
    Liang, Jie
    Xiang, Yifan
    Zhong, Xinwen
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [39] Immune-Stromal Score Signature: Novel Prognostic Tool of the Tumor Microenvironment in Lung Adenocarcinoma
    Qi, Xiaoguang
    Qi, Chunyan
    Qin, Boyu
    Kang, Xindan
    Hu, Yi
    Han, Weidong
    FRONTIERS IN ONCOLOGY, 2020, 10
  • [40] Prognostic factors in stage 1 lung adenocarcinoma
    Yoshizawa, A.
    Motoi, N.
    Gerald, W.
    Kris, M.
    Park, B.
    Rusch, V.
    Travis, W.
    HISTOPATHOLOGY, 2008, 53 : 371 - 372