Single-Cell RNA Sequencing Reveals Multiple Pathways and the Tumor Microenvironment Could Lead to Chemotherapy Resistance in Cervical Cancer

被引:13
|
作者
Gu, Meijia [1 ]
He, Ti [2 ]
Yuan, Yuncong [3 ,4 ]
Duan, Suling [1 ]
Li, Xin [5 ]
Shen, Chao [3 ,4 ]
机构
[1] Wuhan Univ, Sch Pharmaceut Sci, Key Lab Combinatorial Biosynth & Drug Discovery, Minist Educ, Wuhan, Peoples R China
[2] Beijing Microread Genet Co Ltd, Dept Sci Res & Ind Applicat, Beijing, Peoples R China
[3] Wuhan Univ, Coll Life Sci, Wuhan, Peoples R China
[4] Wuhan Univ, China Ctr Type Culture Collect, Wuhan, Peoples R China
[5] Wuhan Univ, Renmin Hosp, Dept Gynecol 2, Wuhan, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2021年 / 11卷
关键词
single-cell RNA sequencing; cervical cancer; tumor microenvironment; chemotherapy resistance; multiple pathways; DRUG-RESISTANCE; CISPLATIN; HETEROGENEITY; RECURRENT; EXPRESSION; PACLITAXEL; DIAPHRAGMS; SURVIVAL; KINASE; BREAST;
D O I
10.3389/fonc.2021.753386
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: Cervical cancer is one of the most common gynecological cancers worldwide. The tumor microenvironment significantly influences the therapeutic response and clinical outcome. However, the complex tumor microenvironment of cervical cancer and the molecular mechanisms underlying chemotherapy resistance are not well studied. This study aimed to comprehensively analyze cells from pretreated and chemoresistant cervical cancer tissues to generate a molecular census of cell populations. Methods: Biopsy tissues collected from patients with cervical squamous cell carcinoma, cervical adenocarcinoma, and chronic cervicitis were subjected to single-cell RNA sequencing using the 10x Genomics platform. Unsupervised clustering analysis of cells was performed to identify the main cell types, and important cell clusters were reclustered into subpopulations. Gene expression profiles and functional enrichment analysis were used to explore gene expression and functional differences between cell subpopulations in cervicitis and cervical cancer samples and between chemoresistant and chemosensitive samples. Results: A total of 24,371 cells were clustered into nine separate cell types, including immune and non-immune cells. Differentially expressed genes between chemoresistant and chemosensitive patients enriched in the phosphoinositide 3-kinase (PI3K)/AKT pathway were involved in tumor development, progression, and apoptosis, which might lead to chemotherapy resistance. Conclusions: Our study provides a comprehensive overview of the cancer microenvironment landscape and characterizes its gene expression and functional difference in chemotherapy resistance. Consequently, our study deepens the insights into cervical cancer biology through the identification of gene markers for diagnosis, prognosis, and therapy.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Exploring the role of pyroptosis in shaping the tumor microenvironment of colorectal cancer by bulk and single-cell RNA sequencing
    Ding, Chengsheng
    Yang, Xiao
    Li, Shuchun
    Zhang, Enkui
    Fan, Xiaodong
    Huang, Ling
    He, Zirui
    Sun, Jing
    Ma, Junjun
    Zang, Lu
    Zheng, Minhua
    CANCER CELL INTERNATIONAL, 2023, 23 (01)
  • [42] Exploring the role of pyroptosis in shaping the tumor microenvironment of colorectal cancer by bulk and single-cell RNA sequencing
    Chengsheng Ding
    Xiao Yang
    Shuchun Li
    Enkui Zhang
    Xiaodong Fan
    Ling Huang
    Zirui He
    Jing Sun
    Junjun Ma
    Lu Zang
    Minhua Zheng
    Cancer Cell International, 23
  • [43] RNA single-cell sequencing could lead to eight-cell embryo genetic testing
    Grundy, Anna
    BIOANALYSIS, 2013, 5 (19) : 2338 - 2338
  • [44] Single-cell RNA sequencing reveals tumor heterogeneity and potential mechanisms of response/resistance in breast cancer treated with neoadjuvant therapy
    Carausu, M.
    Gacquer, D.
    Wang, X.
    Majjaj, S.
    Vincent, D.
    Buisseret, L.
    Ignatiadis, M.
    de Roodenbeke, D. T'Kint
    Veys, I.
    De Neubourg, F.
    Blanc, J.
    Larsimont, D.
    Rothe, F.
    Sotiriou, C.
    ANNALS OF ONCOLOGY, 2024, 35 : S321 - S321
  • [45] Single-Cell RNA Sequencing Reveals the Migration of Osteoclasts in Giant Cell Tumor of Bone
    Feng, Wenyu
    He, Mingwei
    Jiang, Xiaohong
    Liu, Huijiang
    Xie, Tianyu
    Qin, Zhaojie
    Huang, Qian
    Liao, Shijie
    Lin, Chengsen
    He, Juliang
    Xu, Jiake
    Ma, Jie
    Liu, Yun
    Wei, Qingjun
    FRONTIERS IN ONCOLOGY, 2021, 11
  • [46] Single-cell RNA sequencing reveals heterogeneous immune landscape of tumorinfiltrating lymphocytes in the glioblastoma tumor microenvironment in the absence of IFNAR
    Lim, Juhee
    Lee, Heung Kyu
    JOURNAL OF IMMUNOLOGY, 2023, 210 (01):
  • [47] Single-cell RNA sequencing reveals distinct tumor microenvironment of ground glass nodules and solid nodules in lung adenocarcinoma
    Huang, Xiaofeng
    Lu, Zhimeng
    Jiang, Xuewei
    Zhang, Zhe
    Yan, Kun
    Yu, Guiping
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2023, 11
  • [48] 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
  • [49] Application of single-cell sequencing to the research of tumor microenvironment
    Chen, Sijie
    Zhou, Zhiqing
    Li, Yu
    Du, Yuhui
    Chen, Guoan
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [50] Transcriptome and single-cell sequencing analysis in tumor microenvironment
    Liu, Jinhui
    Xie, Jiaheng
    Dong, Peixin
    JOURNAL OF GENE MEDICINE, 2023, 25 (10):