Single-cell genomic and transcriptomic landscapes of primary and metastatic colorectal cancer tumors

被引:68
|
作者
Wang, Rui [1 ,2 ,3 ,4 ]
Li, Jingyun [1 ,4 ,5 ]
Zhou, Xin [1 ,6 ]
Mao, Yunuo [1 ,2 ,3 ]
Wang, Wendong [1 ]
Gao, Shuai [1 ,7 ]
Wang, Wei [1 ]
Gao, Yuan [1 ]
Chen, Kexuan [1 ]
Yu, Shuntai [1 ]
Wu, Xinglong [1 ]
Wen, Lu [1 ]
Ge, Hao [1 ,8 ]
Fu, Wei [1 ,6 ]
Tang, Fuchou [1 ,2 ,3 ,5 ]
机构
[1] Peking Univ, Hosp 3, Biomed Pioneering Innovat Ctr, Sch Life Sci, Beijing 100871, Peoples R China
[2] Minist Educ, Beijing Adv Innovat Ctr Genom, Beijing 100871, Peoples R China
[3] Minist Educ, Key Lab Assisted Reprod, Beijing 100871, Peoples R China
[4] Peking Univ, Acad Adv Interdisciplinary Studies, Beijing 100871, Peoples R China
[5] Peking Univ, Peking Tsinghua Ctr Life Sci, Beijing 100871, Peoples R China
[6] Peking Univ Third Hosp, Canc Ctr, Beijing 100193, Peoples R China
[7] China Agr Univ, Coll Anim Sci & Technol, Beijing 100193, Peoples R China
[8] Peking Univ, Beijing Int Ctr Math Res, Beijing 100871, Peoples R China
基金
中国国家自然科学基金;
关键词
Metastatic colorectal cancer; Single-cell transcriptome profiling; Lineage tracing; Genotype-phenotype relationship; Mitochondrial mutations; Patient-derived organoids; PPAR signaling pathway; SEQUENCING REVEALS; LIVER METASTASIS; RNA-SEQ; MUTATION; HETEROGENEITY;
D O I
10.1186/s13073-022-01093-z
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Colorectal cancer (CRC) ranks as the second-leading cause of cancer-related death worldwide with metastases being the main cause of cancer-related death. Here, we investigated the genomic and transcriptomic alterations in matching adjacent normal tissues, primary tumors, and metastatic tumors of CRC patients. Methods We performed whole genome sequencing (WGS), multi-region whole exome sequencing (WES), simultaneous single-cell RNA-Seq, and single-cell targeted cDNA Sanger sequencing on matching adjacent normal tissues, primary tumors, and metastatic tumors from 12 metastatic colorectal cancer patients (n=84 for genomes, n=81 for exomes, n=9120 for single cells). Patient-derived tumor organoids were used to estimate the anti-tumor effects of a PPAR inhibitor, and self-renewal and differentiation ability of stem cell-like tumor cells. Results We found that the PPAR signaling pathway was prevalently and aberrantly activated in CRC tumors. Blocking of PPAR pathway both suppressed the growth and promoted the apoptosis of CRC organoids in vitro, indicating that aberrant activation of the PPAR signaling pathway plays a critical role in CRC tumorigenesis. Using matched samples from the same patient, distinct origins of the metastasized tumors between lymph node and liver were revealed, which was further verified by both copy number variation and mitochondrial mutation profiles at single-cell resolution. By combining single-cell RNA-Seq and single-cell point mutation identification by targeted cDNA Sanger sequencing, we revealed important phenotypic differences between cancer cells with and without critical point mutations (KRAS and TP53) in the same patient in vivo at single-cell resolution. Conclusions Our data provides deep insights into how driver mutations interfere with the transcriptomic state of cancer cells in vivo at a single-cell resolution. Our findings offer novel knowledge on metastatic mechanisms as well as potential markers and therapeutic targets for CRC diagnosis and therapy. The high-precision single-cell RNA-seq dataset of matched adjacent normal tissues, primary tumors, and metastases from CRCs may serve as a rich resource for further studies.
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页数:26
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