Multidimensional progressive single-cell sequencing reveals cell microenvironment composition and cancer heterogeneity in lung cancer

被引:2
|
作者
Chen, Hua [1 ,2 ]
Song, Anqi [3 ]
UL Rehman, Faisal [4 ]
Han, Dan [5 ]
机构
[1] Qingdao Bioman Biomed Technol Co LTD, Dept Res & Dev, Qingdao, Peoples R China
[2] Shanghai life Biomed Technol Co LTD, Dept Res & Dev, Shanghai, Peoples R China
[3] Harbin Med Univ, Affiliated Hosp 2, Dept Student Affairs, Harbin, Peoples R China
[4] Qingdao Univ, Affiliated Hosp, Precis Med Ctr Oncol, Qingdao, Peoples R China
[5] Shanghai Songjiang Dist Cent Hosp, Dept Emergency Med & Intens Care, Shanghai, Peoples R China
关键词
biomarkers; lung cancer; single-cell sequencing; tumor heterogeneity; tumor microenvironment; SURFACTANT PROTEIN-B; INTRATUMOR HETEROGENEITY; TUMOR HETEROGENEITY; EVOLUTION; STATISTICS; BIOMARKER;
D O I
10.1002/tox.24018
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Despite substantial advances in cancer biology and treatment, the clinical outcomes of patients with lung cancer remain unsatisfactory. The tumor microenvironment (TME) is a potential target. Using single-cell RNA sequencing, we could distinguish eight distinct cell types in the lung cancer microenvironment, demonstrating substantial intratumoral heterogeneity in 19 different lung cancer tumor samples. Through the re-dimensional grouping of cancer-associated fibroblasts (CAFs), myeloid cells, epithelial cells, natural killer (NK) cells, and T cells, the difference in the TME of lung cancer was revealed. We discovered SFTPB, SFN, and KRT8 as possible predictive biomarkers for lung cancer by assessing the gene expression patterns in epithelial cells. Examining cell-to-cell communications showed a robust association between the quantity of matrix CAFs, epithelial cells, and macrophages in the thrombospondin signaling pathway. Additionally, we found that the amyloid precursor protein signaling pathway primarily originated from the matrix, and inflammatory cancer-associated endothelial and fibroblast cells showed a co-expression relationship with myeloid cells and B cells. Through cell-to-cell correlation analysis, we found positive regulation between NK cells, regulatory T cells, GZMB-CD8 T cells, and GZMK-CD8 T cells, which could play a role in developing immune TMEs. These findings support studies on cancer heterogeneity and add to our understanding of lung cancer's cellular microenvironment.
引用
收藏
页码:890 / 904
页数:15
相关论文
共 50 条
  • [1] Single-Cell Sequencing of Hepatocellular Carcinoma Reveals Cell Interactions and Cell Heterogeneity in the Microenvironment
    Li, Xinyao
    Wang, Lei
    Wang, Liusong
    Feng, Zanjie
    Peng, Cijun
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 : 10141 - 10153
  • [2] Single-cell RNA sequencing analysis reveals transcriptional heterogeneity of multiple primary lung cancer
    Guo, Wei
    Zhou, Bolun
    Bie, Fenglong
    Huai, Qilin
    Xue, Xuemin
    Guo, Lei
    Tan, Fengwei
    Xue, Qi
    Zhao, Liang
    Gao, Shugeng
    CLINICAL AND TRANSLATIONAL MEDICINE, 2023, 13 (10):
  • [3] Single-Cell Sequencing Reveals an Intrinsic Heterogeneity of the Preovulatory Follicular Microenvironment
    Wu, Huihua
    Zhu, Rui
    Zheng, Bo
    Liao, Guizhi
    Wang, Fuxin
    Ding, Jie
    Li, Hong
    Li, Mingqing
    BIOMOLECULES, 2022, 12 (02)
  • [4] Single-cell transcriptome sequencing reveals heterogeneity of gastric cancer: progress and prospects
    Deng, Gaohua
    Zhang, Xu
    Chen, Yonglan
    Liang, Sicheng
    Liu, Sha
    Yu, Zehui
    Lu, Muhan
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [5] Single-cell sequencing reveals the heterogeneity and intratumoral crosstalk in human endometrial cancer
    Yu, Zhicheng
    Zhang, Jun
    Zhang, Qi
    Wei, Sitian
    Shi, Rui
    Zhao, Rong
    An, Lanfen
    Grose, Richard
    Feng, Dilu
    Wang, Hongbo
    CELL PROLIFERATION, 2022, 55 (06)
  • [6] Differences in microenvironment of lung cancer and pleural effusions by single-cell RNA sequencing
    Mahmood, Kamran
    Wang, Huimin
    Ji, Zhicheng
    Giovacchini, Coral X.
    Wahidi, Momen M.
    Dorry, Michael
    Shofer, Scott L.
    Clarke, Jeffrey M.
    Antonia, Scott J.
    Shaz, Beth H.
    Steadman, Katelyn
    Weinhold, Kent J.
    Yi, John
    LUNG CANCER, 2024, 193
  • [7] Single-cell transcriptome analysis reveals heterogeneity and convergence of the tumor microenvironment in colorectal cancer
    Xie, Siyuan
    Cai, Yangke
    Chen, Delong
    Xiang, Yu
    Cai, Wen
    Mao, Jianshan
    Ye, Jun
    FRONTIERS IN IMMUNOLOGY, 2023, 13
  • [8] Single-cell RNA sequencing reveals immune microenvironment of small cell lung cancer-associated malignant pleural effusion
    Wang, Shuyan
    An, Jing
    Hu, Xueru
    Zeng, Tingting
    Li, Ping
    Qin, Jiangyue
    Shen, Yongchun
    Chen, Mei
    Wen, Fuqiang
    THORACIC CANCER, 2024, 15 (01) : 98 - 103
  • [9] Single-Cell RNA Sequencing Reveals Immune Microenvironment of Small Cell Lung Cancer-associated Malignant Pleural Effusion
    Wang, S.
    Shen, Y.
    JOURNAL OF THORACIC ONCOLOGY, 2023, 18 (11) : S686 - S686
  • [10] Multiregion single-cell sequencing reveals the transcriptional landscape of the immune microenvironment of colorectal cancer
    Wang, Wei
    Zhong, Yu
    Zhuang, Zhenkun
    Xie, Jiarui
    Lu, Yueer
    Huang, Chengzhi
    Sun, Yan
    Wu, Liang
    Yin, Jianhua
    Yu, Hang
    Jiang, Zhiqiang
    Wang, Shanshan
    Wang, Chunqing
    Zhang, Yuanhang
    Huang, Yilin
    Han, Chongyin
    Zhong, Zhenggang
    Hu, Jialin
    Ouyang, Ying
    Liu, Huisheng
    Yu, Mengya
    Wei, Xiaochan
    Chen, Dandan
    Huang, Lizhen
    Hou, Yong
    Lin, Zhanglin
    Liu, Shiping
    Ling, Fei
    Yao, Xueqing
    CLINICAL AND TRANSLATIONAL MEDICINE, 2021, 11 (01):