Evidence map›Paper›PMID 35974387›Full record

ArticleGenome medicine2022

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

Rui Wang, Jingyun Li, Xin Zhou, Yunuo Mao, Wendong Wang, Shuai Gao, Wei Wang, Yuan Gao, Kexuan Chen, Shuntai Yu and 5 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
96citing papers in PubMed, 1 pooled it
11.8field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

96 citing papers in PubMed, 1 synthesis or guideline pooled it, 130 citations in OpenAlex.

  1. Pooled it
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  9. Genes · 2026
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  20. SPP1Journal for immunotherapy of cancer · 2025
    Article

36 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

15 authors at 2 institutions in 1 country.

Rui Wang *Biomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Jingyun Li *Biomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Xin Zhou *Biomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Yunuo Mao *Biomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Wendong Wang *Biomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Shuai Gao *Biomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Wei WangBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Yuan GaoBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Kexuan ChenBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Shuntai YuBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Xinglong WuBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Lu WenBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Hao GeBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China.
Wei FuBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China. fuwei@bjmu.edu.cn.
Fuchou TangBiomedical Pioneering Innovation Center, Department of General Surgery, School of Life Sciences, Third Hospital, Peking University, Beijing, 100871, People's Republic of China. tangfuchou@pku.edu.cn.
Peking University · CNChina Agricultural University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundColorectal 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.

methodsWe 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.

resultsWe 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.

conclusionsOur 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.

Indexed as

Colorectal NeoplasmsNeoplasm MetastasisDNA, ComplementaryDNA Copy Number VariationsGenomicsHumansMutationPeroxisome Proliferator-Activated ReceptorsTranscriptomeDNA, ComplementaryPeroxisome Proliferator-Activated ReceptorsGenotype-phenotype relationshipLineage tracingMetastatic colorectal cancerMitochondrial mutationsPatient-derived organoidsPPAR signaling pathwaySingle-cell transcriptome profiling

Identifiers

PMID35974387
PMCPMC9380328
OpenAlexW4291926383

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.