Evidence map›Paper›PMID 41882239›Full record

ArticleCommunications biology2026

Divergent clonal evolution and tumor microenvironment remodeling shape gastric cancer peritoneal metastasis.

Clémentine Charton, So Hyun Kang, Stephanie S Kim, Minsu Kang, Ju Hyun Lee, Young Suk Park, Sang-Hoon Ahn, Yun-Suhk Suh, Nak Jung Kwon, Kyoung Un Park and 3 more

Abstract read
In one paragraph

Article in Communications biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

13 authors.

Clémentine Charton *Precision Medicine Center, Future Innovation Research Division, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
So Hyun Kang *Department of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Stephanie S KimPrecision Medicine Center, Future Innovation Research Division, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Minsu KangDepartment of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Ju Hyun LeeDepartment of Internal Medicine, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Young Suk ParkDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Sang-Hoon AhnDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Yun-Suhk SuhDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea.
Nak Jung KwonPrecision Medicine Institute, Macrogen Inc, Seoul, Republic of Korea.
Kyoung Un ParkDepartment of Laboratory Medicine, Seoul National University Bundang Hospital, Seoul National University College of Medicine, Seongnam, Republic of Korea.ORCID http://orcid.org/0000-0002-2402-7633
Jieun LeeDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea. jieunlee.snubh@gmail.com.ORCID http://orcid.org/0000-0002-5808-912X
Jinho KimPrecision Medicine Center, Future Innovation Research Division, Seoul National University Bundang Hospital, Seongnam, Republic of Korea. jinho.kim@snubh.org.ORCID http://orcid.org/0000-0001-9524-9981
Hyung-Ho KimDepartment of Surgery, Seoul National University Bundang Hospital, Seongnam, Republic of Korea. lapakh2@cau.ac.kr.ORCID http://orcid.org/0000-0002-8916-0048

Funding

Ministry of Health and Welfare (Ministry of Health, Welfare and Family Affairs) RS-2025-02303065Ministry of Trade, Industry and Energy (Ministry of Trade, Industry and Energy, Korea) S2638360National Research Foundation of Korea (NRF) 2021R1A2C1013554
6 · The paper itself

Abstract

Gastric cancer peritoneal metastasis (GCPM) is a distinct clinical entity with a poor prognosis, characterized by aggressive features and limited treatment options. Understanding its molecular biology is critical for developing effective therapies. We performed whole genome and transcriptome sequencing on GCPM samples and partially paired primary gastric cancer (GC) tissues from 14 and 26 patients, respectively. Our analysis reveals substantial intra-patient heterogeneity between GCPM and primary tumors at both genetic and functional levels. Inter-patient variability is observed in mutational overlaps, with some signatures unique to either GCPM or primary tumors. Tumor evolution analysis suggests divergent clonal evolution, with distinct clones specific to GCPM or primary tumors in most patients. Transcriptomic profile reveals a high heterogeneity in the primary tumors, with five tumors presenting GCPM characteristics. The tumor microenvironment (TME) is poorly conserved between primary GC and GCPM, with desert-type primary tumors often transitioning to immune-enriched TMEs in metastases. These findings suggest that immunotherapy resistance in GCPM may arise from factors beyond intrinsic TME characteristics, such as limited drug delivery due to the peritoneal-plasma barrier. Collectively, our results highlight significant molecular and TME heterogeneity between GCPM and primary tumors, emphasizing the need for GCPM-specific stratification and innovative treatment strategies to improve outcomes.

Indexed as

Clonal EvolutionPeritoneal NeoplasmsStomach NeoplasmsTumor MicroenvironmentFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedMutationTranscriptome

Identifiers

PMID41882239
PMCPMC13181027

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Registered trials

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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.