ArticleScientific reports2025
Hypoxia and lipid metabolism related genes drive proliferation migration and immune infiltration mechanisms in colorectal cancer subtyping.
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.
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.
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.
Who cites it
7 citing papers in PubMed.
- Fatty Acid Metabolism and Hypoxia in the Tumor Microenvironment: Metabolic Adaptation and Clinical Potential in Colorectal Cancer.Biomedicines · 2026Review
- Identification of prognostic genes and development of a risk model for pancreatic cancer based on hypoxia- and lipid metabolism-related genes.Discover oncology · 2026Article
- Integrative Bulk and Single-Cell Transcriptomic Analysis Identifies a Hypoxia- and Lipid Metabolism-Related Prognostic Signature in Oral Squamous Cell Carcinoma: A Retrospective Study.International journal of molecular sciences · 2026Article
- Nanomedicine delivery systems remodel the immunosuppressive microenvironment of colorectal cancer: synergistic strategies and mechanisms of targeted immune checkpoint inhibitors.Frontiers in immunology · 2026Review
- LncRNAs in hypoxic microenvironment; insight in their impact in cancer biology.Functional & integrative genomics · 2025Review
- Brexpiprazole inhibits EMT and migration of colorectal cancer cells by downregulating the SREBP1/SNAI1 signaling pathway.Frontiers in oncology · 2025Article
- A mitochondrial lipid metabolism-related gene signature predicts prognosis and immune landscape in colorectal cancer.Frontiers in immunology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
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
Identifiers
What OpenQuestion holds
Registered trials
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.