ArticleGenes & genomics2024
Integration of single-cell transcriptomics and epigenetic analysis reveals enhancer-controlled TIMP1 as a regulator of ferroptosis in colorectal cancer.
Article in Genes & genomics, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 8 citations in OpenAlex.
- Multi-algorithm machine learning combined with in silico gene knockout reveals the diagnostic value and functional regulatory networks of ferroptosis-related genes in gastric cancer.Translational cancer research · 2026Article
- Inhibition of RBM23 induces ferroptosis in colon cancer cells via c-Myc regulation.Cancer cell international · 2026Article
- Dissecting tumor heterogeneity in colorectal cancer: uncovering the role of BCL2L1Frontiers in immunology · 2026Article
- Emerging role of ETV4 in colorectal cancer: from molecular mechanisms to clinical implications.Frontiers in oncology · 2026Review
- Therapeutic targeting SPI1 in combination with erastin promotes ferroptosis in ccRCC.Communications biology · 2025Article
- Bioinformatics mining and experimental validation of prognostic biomarkers in colorectal cancer.Discover oncology · 2025Article
- Tissue inhibitor of metalloproteinase 1 promotes ferroptosis and suppresses prostate cancer metastasis.The Journal of biological chemistry · 2025Article
- Multi-omics analysis reveals that neutrophil extracellular traps related gene TIMP1 promotes CRC progression and influences ferroptosis.Cancer cell international · 2025Article
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
Abstract
backgroundFerroptosis is an iron-dependent non-apoptotic programmed cell death. However, the regulatory mechanism of ferroptosis in colorectal cancer (CRC) is still unclear.
objectiveThe aim of this study was to investigate the role and mechanism of enhancer-controlled genes in ferroptosis in CRC.
methodsDimensionality reduction and differentially expressed genes (DEGs) identification were conducted using Seurat algorithm based on single-cell RNA sequencing (scRNA-seq) data from the GSE200997 dataset. Ferroptosis-related pathway enrichment analysis was performed using the FerrDb V2 database. Enhancers were identified using HOMER algorithm based on H3K27ac ChIP-seq data from the GSE166254 dataset. Kaplan-Meier Plotter online tool was used to analyze prognosis and gene expression correlation. Transcription factors were predicted using the transcription factor affinity prediction web tool. The binding of enhancer to transcription factor and H3K27ac enrichment were detected by ChIP-qPCR. RSL3 was used to induce ferroptosis in CRC cells. Gene transcription was detected by qRT-PCR. Cell proliferation was detected by CCK8 assay.
resultsNine cell clusters including T cells, natural killer cells, macrophages, mast cells, epithelial cells, fibroblasts, goblet cells, B cells and dendritic cells were identified in CRC and normal colonic tissue samples. Compared to normal colonic tissue-derived epithelial cells, 1075 DEGs were screened in CRC tissue-derived epithelial cells. Ferroptosis-related pathway enrichment suggested that DEGs were associated with the regulation of ferroptosis. DPEP1, ETV4, CEBPG, TIMP1, DUOX2 and LCN2 were identified as the significantly upregulated genes enriched in the "ferroptosis regulator" term, and their H3K27ac signals were significantly higher in CRC tissues than in normal colonic tissues. Of these, only the expression of TIMP1 predicted a poor prognosis of CRC patients. Transcription factor SPI1 drove TIMP1 transcription by binding to its enhancer. Overexpression of TIMP1 significantly promoted the resistance to ferroptosis induced by RSL3 in CRC cells, which was partially restored by SPI1 knockdown.
conclusionTranscription of TIMP1 was driven by transcription factor SPI1 in combination with its enhancer, consequently promoting CRC cells against ferroptosis. The SPI1/TIMP1 axis confers ferroptosis resistance in CRC, and thus has the potential to be the molecular targets for CRC treatment.
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