Evidence map›Paper›PMID 40292733›Full record

ArticleClinical and translational medicine2025

Deciphering of intra-tumoural heterogeneity and the interplay between metastasis-associated meta-program and myofibroblasts in gastric cancer.

Xiongyan Wu, Zhijian Jin, Baolong Li, Yifan Lu, Junyi Hou, Lizhong Yao, Zhenjia Yu, Qingqing Sang, Beiqin Yu, Jianfang Li and 6 more

Abstract read
In one paragraph

Article in Clinical and translational medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing 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

8 citing papers in PubMed.

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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

16 authors.

Xiongyan WuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Zhijian JinDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Baolong LiDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Yifan LuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Junyi HouDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Lizhong YaoDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Zhenjia YuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Qingqing SangDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Beiqin YuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Jianfang LiDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Chen LiDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Chao YanDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Zhenggang ZhuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Kaiwen TangDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Bingya LiuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.ORCID 0000-0002-4406-3762
Liping SuDepartment of General Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Shanghai Institute of Digestive Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.ORCID 0000-0003-2401-0265

Funding

National Natural Science Foundation of China 82203606National Natural Science Foundation of China 82273266National Natural Science Foundation of China 82303378National Natural Science Foundation of China 82472906Natural Science Foundation of Shanghai 23ZR1440000Shanghai Sailing Program 22YF1426000
6 · The paper itself

Abstract

backgroundGastric cancer (GC) exhibits high heterogeneity that relies on the oncogenic properties of cancer cells and multicellular interactions in the tumour microenvironment. However, the heterogeneity of GC and their molecular characteristics are still largely unexplored.

methodsWe employed single-cell and spatial transcriptomics to comprehensively map the intra-tumoural heterogeneity within GC. Additionally, in vitro experiments, clinical sample analyses, and patient-derived organoid models (PDOs) were conducted to validate the key interaction patterns between tumor cells and stromal cells.

resultsSeven robust meta-programs (MP1-MP7) in GC were defined with distinct biological significance and spatial distributions. MP3 and MP4 were intimately associated with distinct CD8 T cells skewed toward a cytotoxic or exhaustion state, while MP7, characterised by the highest degree of malignancy, harboured an immune lockdown microenvironment around it and spatially associated with myofibroblasts (myCAFs). Notably, we clarified the interplay between the MP7 and myCAFs, where MP7 induces the chemotactic migration of fibroblasts and promoting their transformation into myCAFs via GDF15/TGFBR2, and in turn, myCAFs-derived RSPO3 up-regulates EGR1 to promote the transformation to MP7 in GC cells and human PDOs. Ultimately, the accumulation of myCAFs around MP7 led to fewer infiltration of CD8 T cells, resulting an immune-deprived microenvironment and the diminished efficacy of immunotherapy. Additionally, based on the gene expression signatures of MP7 GC cells, we predicted specific drugs and verified more potent inhibitory effects of Taselisib and Lapatinib for MP7 GC cells than conventional drugs at the same concentration.

conclusionTaken together, these results deepened the understanding of GC heterogeneity and paved the way for novel therapeutic strategies by targeting MP7 GC cells and their interaction loop with myCAFs in GC treatment. KEY POINTS: Seven robust meta-programs (MP1-MP7) were identified in gastric cancer. MP7 was strongly correlated with cancer metastasis and poor survival of gastric cancer patients. MP7 promoted fibroblast transformation into myCAFs via GDF15/TGFBR2, creating an immune lockdown microenvironment. MyCAFs induced MP7 transformation via the RSPO3/EGR1 pathway, promoting gastric cancer cell migration. Taselisib and Lapatinib were potent inhibitors of MP7 GC cells.

Indexed as

MyofibroblastsStomach NeoplasmsHumansTumor Microenvironmentgastric cancerintra‐tumoural heterogeneitymyofibroblaststumour immune microenvironment

Identifiers

PMID40292733
PMCPMC12035649

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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.