Molecular Subgroups of Intrahepatic Cholangiocarcinoma Discovered by Single-Cell RNA Sequencing-Assisted Multiomics Analysis

被引:55
作者
Bao, Xuanwen [1 ,2 ]
Li, Qiong [1 ,2 ]
Chen, Jinzhang [3 ]
Chen, Diyu [4 ]
Ye, Chanqi [1 ,2 ]
Dai, Xiaomeng [1 ,2 ]
Wang, Yanfang [5 ]
Li, Xin [6 ]
Rong, Xiaoxiang [3 ]
Cheng, Fei [7 ]
Jiang, Ming [8 ,9 ]
Zhu, Zheng
Ding, Yongfeng [1 ,2 ]
Sun, Rui [10 ,11 ]
Liu, Chuan [12 ]
Huang, Lingling [13 ]
Jin, Yuzhi [1 ,2 ]
Li, Bin [1 ,2 ]
Lu, Juan [14 ]
Wu, Wei [1 ,2 ]
Guo, Yixuan [1 ,2 ]
Fu, Wenguang [15 ]
Langley, Sarah Raye [16 ]
Tano, Vincent [16 ]
Fang, Weijia [1 ,2 ]
Guo, Tiannan [10 ,11 ,19 ]
Sheng, Jianpeng [17 ,18 ]
Zhao, Peng [1 ,2 ,18 ]
Ruan, Jian [1 ,2 ,18 ]
机构
[1] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Dept Med Oncol, Hangzhou, Zhejiang Provin, Peoples R China
[2] Minist Educ, Key Lab Canc Prevent & Intervent, Hangzhou, Zhejiang Provin, Peoples R China
[3] Southern Med Univ, Nanfang Hosp, Dept Oncol, Guangzhou, Guangdong Provi, Peoples R China
[4] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Dept Surg,Div Hepatobiliary & Pancreat Surg, Hangzhou, Zhejiang, Peoples R China
[5] Ludwig Maximilians Univ Munchen LMU, Munich, Germany
[6] German Canc Res Ctr, Dept Chron Inflammat & Canc, Heidelberg, Germany
[7] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Pathol Dept, Hangzhou, Zhejiang Provin, Peoples R China
[8] Zhejiang Univ, Childrens Hosp, Sch Med, Hangzhou, Zhejiang Provin, Peoples R China
[9] Natl Clin Res Ctr Child Hlth, Hangzhou, Zhejiang Provin, Peoples R China
[10] Westlake Univ, Sch Life Sci, Westlake Lab Life Sci & Biomed, Key Lab Struct Biol Zhejiang Prov, Hangzhou, Zhejiang Provin, Peoples R China
[11] Westlake Inst Adv Study, Inst Basic Med Sci, Hangzhou, Zhejiang Provin, Peoples R China
[12] China Med Univ, Shenyang, Liaoning Provin, Peoples R China
[13] Westlake Omics Hangzhou Biotechnol Co Ltd, Hangzhou, Zhejiang Provin, Peoples R China
[14] Zhejiang Univ, Affiliated Hosp 1, Coll Med, Natl Clin Res Ctr Infect Dis,State Key Lab Diag &, Hangzhou, Peoples R China
[15] Southwest Med Univ, Affiliated Hosp, Dept Hepatobiliary Surg, Luzhou, Sichuan Provinc, Peoples R China
[16] Nanyang Technol Univ, Lee Kong Chian Sch Med, Singapore, Singapore
[17] Zhejiang Univ, Affiliated Hosp 1, Sch Med, Zhejiang Prov Key Lab Pancreat Dis, Hangzhou, Zhejiang Provin, Peoples R China
[18] Zhejiang Univ, Affiliated Hosp 1, Sch Med, 79 Qingchun Rd, Hangzhou 310000, Peoples R China
[19] Westlake Univ, Sch Life Sci, Westlake Lab Life Sci & Biomed, Key Lab Struct Biol Zhejiang Prov, 18 Shilongshan Rd, Hangzhou 310024, Zhejiang Provin, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
EPITHELIAL-MESENCHYMAL TRANSITION; LANDSCAPE; REVEAL; GROWTH; TREM2; SEQ; DNA;
D O I
10.1158/2326-6066.CIR-21-1101
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Intrahepatic cholangiocarcinoma (ICC) is a relatively rare but highly aggressive tumor type that responds poorly to chemotherapy and immunotherapy. Comprehensive molecular characterization of ICC is essential for the development of novel therapeutics. Here, we constructed two independent cohorts from two clinic centers. A comprehensive multiomics analysis of ICC via proteomic, whole-exome sequencing (WES), and single-cell RNA sequencing (scRNA-seq) was performed. Novel ICC tumor subtypes were derived in the training cohort (n = 110) using proteomic signatures and their associated activated pathways, which were further validated in a validation cohort (n = 41). Three molecular subtypes, chromatin remodeling, metabolism, and chronic inflammation, with distinct prognoses in ICC were identified. The chronic inflammation subtype was associated with a poor prognosis. Our random forest algorithm revealed that mutation of lysine methyltransferase 2D (KMT2D) frequently occurred in the metabolism subtype and was associated with lower inflammatory activity. scRNA-seq further identified an APOE(+)C1QB(+) macrophage subtype, which showed the capacity to reshape the chronic inflammation subtype and contribute to a poor prognosis in ICC. Altogether, with single-cell transcriptomeassisted multiomics analysis, we identified novel molecular subtypes of ICC and validated APOE(+)C1QB(+) tumor-associated macrophages as potential immunotherapy targets against ICC.
引用
收藏
页码:811 / 828
页数:18
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