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 56 条
  • [21] The Technology and Biology of Single-Cell RNA Sequencing
    Kolodziejczyk, Aleksandra A.
    Kim, Jong Kyoung
    Svensson, Valentine
    Marioni, John C.
    Teichmann, Sarah A.
    [J]. MOLECULAR CELL, 2015, 58 (04) : 610 - 620
  • [22] Phenotype molding of stromal cells in the lung tumor microenvironment
    Lambrechts, Diether
    Wauters, Els
    Boeckx, Bram
    Aibar, Sara
    Nittner, David
    Burton, Oliver
    Bassez, Ayse
    Decaluwe, Herbert
    Pircher, Andreas
    Van den Eynde, Kathleen
    Weynand, Birgit
    Verbeken, Erik
    De Leyn, Paul
    Liston, Adrian
    Vansteenkiste, Johan
    Carmeliet, Peter
    Aerts, Stein
    Thienpont, Bernard
    [J]. NATURE MEDICINE, 2018, 24 (08) : 1277 - +
  • [23] Tumour heterogeneity and metastasis at single-cell resolution
    Lawson, Devon A.
    Kessenbrock, Kai
    Davis, Ryan T.
    Pervolarakis, Nicholas
    Werb, Zena
    [J]. NATURE CELL BIOLOGY, 2018, 20 (12) : 1349 - 1360
  • [24] Single-Cell Transcriptomic Analysis of Tumor Heterogeneity
    Levitin, Hanna Mendes
    Yuan, Jinzhou
    Sims, Peter A.
    [J]. TRENDS IN CANCER, 2018, 4 (04): : 264 - 268
  • [25] Tumor heterogeneity assessed by texture analysis on contrast-enhanced CT in lung adenocarcinoma: association with pathologic grade
    Liu, Ying
    Liu, Shichang
    Qu, Fangyuan
    Li, Qian
    Cheng, Runfen
    Ye, Zhaoxiang
    [J]. ONCOTARGET, 2017, 8 (32) : 53664 - 53674
  • [26] Gut microbiota-derived short-chain fatty acids promote prostate cancer progression via inducing cancer cell autophagy and M2 macrophage polarization
    Liu, Yufei
    Zhou, Quan
    Ye, Fangdie
    Yang, Chen
    Jiang, Haowen
    [J]. NEOPLASIA, 2023, 43
  • [27] Physical exercise reverses immuno-cold tumor microenvironment via inhibiting SQLE in non-small cell lung cancer
    Luo, Zhi-Wen
    Sun, Ya-Ying
    Xia, Wei
    Xu, Jun-Ying
    Xie, Dong-Jing
    Jiao, Chun-Meng
    Dong, Ji-Ze
    Chen, Hui
    Wan, Ren-Wen
    Chen, Shi-Yi
    Mei, Jie
    Mao, Wen-Jun
    [J]. MILITARY MEDICAL RESEARCH, 2023, 10 (01)
  • [28] Clinical relevance of mutant-allele tumor heterogeneity and lung adenocarcinoma
    Mao, Hengyu
    [J]. ANNALS OF TRANSLATIONAL MEDICINE, 2019, 7 (18)
  • [29] Tumor heterogeneity: Causes and consequences
    Marusyk, Andriy
    Polyak, Kornelia
    [J]. BIOCHIMICA ET BIOPHYSICA ACTA-REVIEWS ON CANCER, 2010, 1805 (01): : 105 - 117
  • [30] Therapy-Induced Evolution of Human Lung Cancer Revealed by Single-Cell RNA Sequencing
    Maynard, Ashley
    McCoach, Caroline E.
    Rotow, Julia K.
    Harris, Lincoln
    Haderk, Franziska
    Kerr, D. Lucas
    Yu, Elizabeth A.
    Schenk, Erin L.
    Tan, Weilun
    Zee, Alexander
    Tan, Michelle
    Gui, Philippe
    Lea, Tasha
    Wu, Wei
    Urisman, Anatoly
    Jones, Kirk
    Sit, Rene
    Kolli, Pallav K.
    Seeley, Eric
    Gesthalter, Yaron
    Le, Daniel D.
    Yamauchi, Kevin A.
    Naeger, David M.
    Bandyopadhyay, Sourav
    Shah, Khyati
    Cech, Lauren
    Thomas, Nicholas J.
    Gupta, Anshal
    Gonzalez, Mayra
    Do, Hien
    Tan, Lisa
    Bacaltos, Bianca
    Gomez-Sjoberg, Rafael
    Gubens, Matthew
    Jahan, Thierry
    Kratz, Johannes R.
    Jablons, David
    Neff, Norma
    Doebele, Robert C.
    Weissman, Jonathan
    Blakely, Collin M.
    Darmanis, Spyros
    Bivona, Trever G.
    [J]. CELL, 2020, 182 (05) : 1232 - +