Single-cell sequencing reveals the landscape of the human brain metastatic microenvironment

被引:21
|
作者
Song, Qianqian [1 ]
Ruiz, Jimmy [2 ,3 ]
Xing, Fei [1 ]
Lo, Hui-Wen [4 ]
Craddock, Lou [1 ]
Pullikuth, Ashok K. K. [1 ]
Miller, Lance D. D. [1 ]
Soike, Michael H. H. [5 ]
O'Neill, Stacey S. S. [6 ]
Watabe, Kounosuke [1 ]
Chan, Michael D. D. [7 ]
Su, Jing [8 ]
机构
[1] Wake Forest Univ, Dept Canc Biol, Sch Med, Winston Salem, NC USA
[2] Wake Forest Univ, Dept Med, Hematol & Oncol, Sch Med, Winston Salem, NC 27101 USA
[3] WG Bill Hefner Dept Vet Affairs Med Ctr, Salisbury, NC 28144 USA
[4] Univ Texas Hlth Sci Ctr Houston, McGovern Med Sch, Dept Neurosurg, Houston, TX USA
[5] Univ Alabama Birmingham, Heersink Sch Med, Hazlerig Salter Dept Radiat Oncol, Birmingham, AL USA
[6] Wake Forest Univ, Dept Pathol, Sch Med, Winston Salem, NC USA
[7] Wake Forest Univ, Dept Radiat Oncol, Sch Med, Winston Salem, NC 27101 USA
[8] Indiana Univ Sch Med, Dept Biostat & Hlth Data Sci, Indianapolis, IN 46202 USA
关键词
EXTRACELLULAR-MATRIX; STEREOTACTIC RADIOSURGERY; GENE-EXPRESSION; BREAST-CANCER; LUNG-CANCER; SYSTEM; HETEROGENEITY; PROGNOSIS; SIGNATURE; FAILURE;
D O I
10.1038/s42003-023-05124-2
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Single-cell transcriptomic analysis of brain metastatic samples from 5 patients suggests a central role for fibroblasts in remodeling tumor microenvironments through the type I collagen signaling axis. Brain metastases is the most common intracranial tumor and account for approximately 20% of all systematic cancer cases. It is a leading cause of death in advanced-stage cancer, resulting in a five-year overall survival rate below 10%. Therefore, there is a critical need to identify effective biomarkers that can support frequent surveillance and promote efficient drug guidance in brain metastasis. Recently, the remarkable breakthroughs in single-cell RNA-sequencing (scRNA-seq) technology have advanced our insights into the tumor microenvironment (TME) at single-cell resolution, which offers the potential to unravel the metastasis-related cellular crosstalk and provides the potential for improving therapeutic effects mediated by multifaceted cellular interactions within TME. In this study, we have applied scRNA-seq and profiled 10,896 cells collected from five brain tumor tissue samples originating from breast and lung cancers. Our analysis reveals the presence of various intratumoral components, including tumor cells, fibroblasts, myeloid cells, stromal cells expressing neural stem cell markers, as well as minor populations of oligodendrocytes and T cells. Interestingly, distinct cellular compositions are observed across different samples, indicating the influence of diverse cellular interactions on the infiltration patterns within the TME. Importantly, we identify tumor-associated fibroblasts in both our in-house dataset and external scRNA-seq datasets. These fibroblasts exhibit high expression of type I collagen genes, dominate cell-cell interactions within the TME via the type I collagen signaling axis, and facilitate the remodeling of the TME to a collagen-I-rich extracellular matrix similar to the original TME at primary sites. Additionally, we observe M1 activation in native microglial cells and infiltrated macrophages, which may contribute to a proinflammatory TME and the upregulation of collagen type I expression in fibroblasts. Furthermore, tumor cell-specific receptors exhibit a significant association with patient survival in both brain metastasis and native glioblastoma cases. Taken together, our comprehensive analyses identify type I collagen-secreting tumor-associated fibroblasts as key mediators in metastatic brain tumors and uncover tumor receptors that are potentially associated with patient survival. These discoveries provide potential biomarkers for effective therapeutic targets and intervention strategies.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] Single-cell profiling of the microenvironment in human bone metastatic renal cell carcinoma
    Fen Ma
    Shuoer Wang
    Lun Xu
    Wending Huang
    Guohai Shi
    Zhengwang Sun
    Weiluo Cai
    Zhiqiang Wu
    Yiming Huang
    Juan Meng
    Yining Sun
    Meng Fang
    Mo Cheng
    Yingzheng Ji
    Tu Hu
    Yunkui Zhang
    Bingxin Gu
    Jiwei Zhang
    Shaoli Song
    Yidi Sun
    Wangjun Yan
    Communications Biology, 7
  • [32] Single-cell profiling of the microenvironment in human bone metastatic renal cell carcinoma
    Ma, Fen
    Wang, Shuoer
    Xu, Lun
    Huang, Wending
    Shi, Guohai
    Sun, Zhengwang
    Cai, Weiluo
    Wu, Zhiqiang
    Huang, Yiming
    Meng, Juan
    Sun, Yining
    Fang, Meng
    Cheng, Mo
    Ji, Yingzheng
    Hu, Tu
    Zhang, Yunkui
    Gu, Bingxin
    Zhang, Jiwei
    Song, Shaoli
    Sun, Yidi
    Yan, Wangjun
    COMMUNICATIONS BIOLOGY, 2024, 7 (01)
  • [33] Single-cell RNA sequencing reveals cell subpopulations in the tumor microenvironment contributing to hepatocellular carcinoma
    Gao, Jiamin
    Li, Zhijian
    Lu, Qinchen
    Zhong, Jialing
    Pan, Lixin
    Feng, Chao
    Tang, Shaomei
    Wang, Xi
    Tao, Yuting
    Lin, Jianyan
    Wang, Qiuyan
    FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2023, 11
  • [34] Single-cell RNA sequencing in endometrial cancer: exploring the epithelial cells and the microenvironment landscape
    Gonzalez-Martinez, Silvia
    Perez-Mies, Belen
    Cortes, Javier
    Palacios, Jose
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [35] Single-cell RNA sequencing reveals cellular and molecular reprograming landscape of gliomas and lung cancer brain metastases
    Sun, He-Fen
    Li, Liang-Dong
    Lao, I-Weng
    Li, Xuan
    Xu, Bao-Jin
    Cao, Yi-Qun
    Jin, Wei
    CLINICAL AND TRANSLATIONAL MEDICINE, 2022, 12 (11):
  • [36] Single-cell exome sequencing reveals multiple subclones in metastatic colorectal carcinoma
    Tang, Jie
    Tu, Kailing
    Lu, Keying
    Zhang, Jiaxun
    Luo, Kai
    Jin, Haoxuan
    Wang, Lei
    Yang, Lie
    Xiao, Weiran
    Zhang, Qilin
    Liu, Xiaoling
    Ge, Xin Yi
    Li, Guibo
    Zhou, Zongguang
    Xie, Dan
    GENOME MEDICINE, 2021, 13 (01)
  • [37] Single-cell exome sequencing reveals multiple subclones in metastatic colorectal carcinoma
    Jie Tang
    Kailing Tu
    Keying Lu
    Jiaxun Zhang
    Kai Luo
    Haoxuan Jin
    Lei Wang
    Lie Yang
    Weiran Xiao
    Qilin Zhang
    Xiaoling Liu
    Xin yi Ge
    Guibo Li
    Zongguang Zhou
    Dan Xie
    Genome Medicine, 13
  • [38] Single-cell RNA sequencing reveals the immune microenvironment and signaling networks in cystitis glandularis
    Zhou, Tai Lai
    Chen, Heng Xin
    Wang, Yin Zhao
    Wen, Si Jie
    Dao, Ping Hong
    Wang, Yu Hang
    Chen, Min Feng
    FRONTIERS IN IMMUNOLOGY, 2023, 14
  • [39] Integrated single-cell RNA sequencing reveals the tumor heterogeneity and microenvironment landscape during liver metastasis in adenocarcinoma of esophagogastric junction
    Xu, Junrui
    Sadiq, Ussama
    Zhao, Wangruizhi
    Xia, Hengbo
    Liu, Yiwei
    Zhang, Renquan
    Xu, Aman
    FRONTIERS IN IMMUNOLOGY, 2025, 15
  • [40] Single-Cell RNA-Sequencing Atlas Reveals the Tumor Microenvironment of Metastatic High-Grade Serous Ovarian Carcinoma
    Deng, Yingqing
    Tan, Yuan
    Zhou, Dongmei
    Bai, Youhuang
    Cao, Ting
    Zhong, Caizhou
    Huang, Weilai
    Ou, Yuhua
    Guo, Linlang
    Liu, Qianqian
    Yin, Deling
    Chen, Lipai
    Luo, Xiping
    Sun, Deqiang
    Sheng, Xiujie
    FRONTIERS IN IMMUNOLOGY, 2022, 13