Single-cell dissection of intratumoral heterogeneity and lineage diversity in metastatic gastric adenocarcinoma

被引:141
|
作者
Wang, Ruiping [1 ]
Dang, Minghao [1 ]
Harada, Kazuto [2 ,12 ]
Han, Guangchun [1 ]
Wang, Fang [3 ]
Pool Pizzi, Melissa [2 ]
Zhao, Meina [2 ]
Tatlonghari, Ghia [2 ]
Zhang, Shaojun [1 ]
Hao, Dapeng [1 ]
Lu, Yang [4 ]
Zhao, Shuangtao [1 ]
Badgwell, Brian D. [5 ]
Blum Murphy, Mariela [2 ]
Shanbhag, Namita [2 ]
Estrella, Jeannelyn S. [6 ]
Roy-Chowdhuri, Sinchita [6 ]
Abdelhakeem, Ahmed Adel Fouad [2 ]
Wang, Yuanxin [1 ]
Peng, Guang [7 ]
Hanash, Samir [7 ]
Calin, George A. [8 ]
Song, Xingzhi [1 ]
Chu, Yanshuo [1 ]
Zhang, Jianhua [1 ]
Li, Mingyao [9 ]
Chen, Ken [3 ]
Lazar, Alexander J. [6 ,10 ]
Futreal, Andrew [1 ]
Song, Shumei [2 ]
Ajani, Jaffer A. [2 ]
Wang, Linghua [11 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Gastrointestinal Med Oncol, Houston, TX 77030 USA
[3] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[4] Univ Texas MD Anderson Canc Ctr, Dept Nucl Med, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Surg Oncol, Houston, TX 77030 USA
[6] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[7] Univ Texas MD Anderson Canc Ctr, Dept Clin Canc Prevent, Houston, TX 77030 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Expt Therapeut, Houston, TX 77030 USA
[9] Univ Penn, Sch Med, Dept Biostat & Epidemiol, Philadelphia, PA 19104 USA
[10] Univ Texas MD Anderson Canc Ctr, Dept Translat Mol Pathol, Houston, TX 77030 USA
[11] Univ Texas MD Anderson Canc Ctr, UTHlth Grad Sch Biomed Sci, Houston, TX 77030 USA
[12] Kumamoto Univ, Dept Surg Gastroenterol, Kumamoto, Japan
关键词
B-CELLS; CANCER; IMMUNOTHERAPY; SURVIVAL; SUBTYPES; RESISTANCE; INHIBITORS; PROGNOSIS;
D O I
10.1038/s41591-020-1125-8
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Intratumoral heterogeneity (ITH) is a fundamental property of cancer; however, the origins of ITH remain poorly understood. We performed single-cell transcriptome profiling of peritoneal carcinomatosis (PC) from 15 patients with gastric adenocarcinoma (GAC), constructed a map of 45,048 PC cells, profiled the transcriptome states of tumor cell populations, incisively explored ITH of malignant PC cells and identified significant correlates with patient survival. The links between tumor cell lineage/state compositions and ITH were illustrated at transcriptomic, genotypic, molecular and phenotypic levels. We uncovered the diversity in tumor cell lineage/state compositions in PC specimens and defined it as a key contributor to ITH. Single-cell analysis of ITH classified PC specimens into two subtypes that were prognostically independent of clinical variables, and a 12-gene prognostic signature was derived and validated in multiple large-scale GAC cohorts. The prognostic signature appears fundamental to GAC carcinogenesis and progression and could be practical for patient stratification. Single-cell analysis of gastric cancer samples tracks the cell of origin of metastatic lesions and identifies an independent prognostic signature of the clinical outcome.
引用
收藏
页码:141 / +
页数:29
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