Evidence map›Paper›PMID 39827204›Full record

ArticleScientific reports2025

Hypoxia and lipid metabolism related genes drive proliferation migration and immune infiltration mechanisms in colorectal cancer subtyping.

Shansong Huang, Huiying Wang, Jiaqing Cao, Qiang Pang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing 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

7 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Review
  6. Article
  7. 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

4 authors.

Shansong Huang *Department of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, China.
Huiying Wang *Department of Rheumatology, Huzhou Central Hospital, Affiliated Central Hospital of Huzhou University, Huzhou, 313000, China.
Jiaqing CaoDepartment of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, China. Cao.jiaqing2023@outlook.com.
Qiang PangDepartment of Gastrointestinal Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, China. PangQiang20220909@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hypoxia and lipid metabolism play crucial roles in the progression of colorectal cancer (CRC). However, the specific functions of hypoxia- and lipid metabolism-related genes (HLPG) in CRC and their relationships with patient prognosis remain unclear. Differential expression analysis using the TCGA-COAD and GEO databases identified 117 HLPGs through the intersection of the two gene sets. After univariate Cox regression analysis, 17 prognostically relevant HLPG were identified. Consensus clustering classified CRC samples into two subtypes, and the immune microenvironment differences between them were evaluated. A risk scoring model utilizing seven prognostically significant HLPGs was created and its predictive performance was assessed through survival analysis and ROC curves. Finally, the key genes ITLN1 and SFRP2 were functionally validated in CRC cell lines. HLPG was closely linked to CRC prognosis. Two molecular subtypes were identified: Cluster A, characterized by enriched immune pathways and higher immune infiltration, and Cluster B, associated with improved overall survival. The seven HLPG-based risk scoring model effectively stratified patients into high- and low-risk groups, with high-risk patients exhibiting significantly poorer survival outcomes. Functional studies confirmed that SFRP2 and ITLN1 play essential roles in CRC cell proliferation, migration, and epithelial-mesenchymal transition (EMT). Furthermore, ITLN1 upregulated PD-L1 expression, increasing sensitivity to immunotherapy. Hypoxia was found to promote lipid metabolic alterations by modulating SFRP2 and ITLN1 expression. This study highlights the prognostic significance of HLPGs in CRC and introduces a robust risk scoring model for patient outcome prediction. ITLN1 could be a target for enhancing immunotherapy response in CRC.

Indexed as

Colorectal NeoplasmsHypoxiaLipid MetabolismBiomarkers, TumorCell Line, TumorCell MovementCell ProliferationEpithelial-Mesenchymal TransitionFemaleGene Expression Regulation, NeoplasticHumansPrognosisTumor MicroenvironmentBiomarkers, TumorColorectal cancerHypoxiaImmune microenvironmentITLN1Lipid metabolismPrognostic modelSFRP2

Identifiers

PMID39827204
PMCPMC11742731

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.