Evidence map›Paper›PMID 39812999›Full record

ArticleDiscover oncology2025

Elucidating stearoyl metabolism and NCOA4-mediated ferroptosis in gastric cancer liver metastasis through multi-omics single-cell integrative mendelian analysis: advancing personalized immunotherapy strategies.

Zhongqiu Yang, Yuquan Chen, Yaping Miao, Haisheng Yan, Kexin Chen, Yaoqin Xu, Lanqian Su, Lanyue Zhang, Yalan Yan, Hao Chi and 2 more

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Article
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

12 authors.

Zhongqiu Yang *Department of General Surgery, Dazhou Central Hospital, Dazhou, 635000, China.
Yuquan Chen *School of Public Health and Preventive Medicine, Faculty of Medicine, Nursing & Health Sciences, Monash University, Victoria, 3004, Australia.
Yaping Miao *General Hospital of Ningxia Medical University, Yinchuan, 750000, Ningxia, China.
Haisheng Yan *General Hospital of Ningxia Medical University, Yinchuan, 750000, Ningxia, China.
Kexin ChenGeneral Hospital of Ningxia Medical University, Yinchuan, 750000, Ningxia, China.
Yaoqin XuGeneral Hospital of Ningxia Medical University, Yinchuan, 750000, Ningxia, China.
Lanqian SuSchool of Clinical Medicine, Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China.
Lanyue ZhangSchool of Clinical Medicine, Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China.
Yalan YanSchool of Clinical Medicine, Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China.
Hao ChiSchool of Clinical Medicine, Affiliated Hospital of Southwest Medical University, Luzhou, 646000, China. Chihao7511@163.com.
Jin FuDepartment of Laboratory Medicine, Chonggang General Hospital, Chongqing, 400080, China. fujin7589@163.com.
Lexin WangWestern Institute of Digital-Intelligent Medicine, 401329, Chongqing, China. 13255859001@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe metabolism of stearoyl-GPE plays a key role in the liver metastasis of gastric cancer. This investigation delves into the mechanisms underlying the intricate tumor microenvironment (TME) heterogeneity triggered by stearoyl metabolism in gastric cancer with liver metastasis (LMGC), offering novel perspectives for LMGC.

objectiveUtilizing Mendelian randomization, we determined that stearoyl metabolism significantly contributes to the progression of gastric cancer (GC). Following this, bulk transcriptome analyses and single-cell multiomics techniques to investigate the roles of stearoyl-GPE metabolism-related genes, particularly NCOA4, in regulating LMGC TME.

resultsOur analysis highlights the crucial role of stearoyl metabolism in modulating the complex microenvironment of LMGC, particularly impacting monocyte cells. Through single-cell sequencing and spatial transcriptomics, we have identified key metabolic genes specific to stearoyl metabolism within the monocyte cell population, including NCOA4. Regarding the relationship between ferroptosis, stearoyl metabolism, and LMGC findings, it is plausible that stearoyl metabolism and LMGC pathways intersect with mechanisms involved in ferroptosis. Ferroptosis, characterized by iron-dependent lipid peroxidation, represents a regulated form of cell death. The activity of Stearoyl-CoA desaturase (SCD), a critical enzyme in stearoyl metabolism, has been associated with the modulation of lipid composition and susceptibility to ferroptosis. Furthermore, the LMGC is integral to cellular processes related to oxidative stress and lipid metabolism, both of which are significant factors in the context of ferroptosis.

conclusionThis study enhances the understanding of the relationship between stearoyl metabolism and ferroptosis in promoting liver metastasis of gastric cancer and its role in the regulation of tumor heterogeneity. In addition, this study contributes to a deeper understanding of the dynamics of gastric cancer tumor microenvironment (TME) and provides a basis for the development of better interventions to combat cancer metastasis.

Indexed as

FerroptosisLMGCMulti-omics dataNCOA4Single-cell RNA sequencingSpatial transcriptomicsStearoyl metabolismTumor heterogeneityTumor microenvironment (TME)

Identifiers

PMID39812999
PMCPMC11735723

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.