ArticleBMC medical genomics2023
Systematic pan-cancer analysis identifies SLC31A1 as a biomarker in multiple tumor types.
Article in BMC medical genomics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
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Who cites it
22 citing papers in PubMed, 25 citations in OpenAlex.
- Copper homeostasis and cuproptosis rewire the tumor microenvironment: mechanisms, immune modulation, and therapeutic opportunities.Journal of hematology & oncology · 2026Review
- Copper homeostasis and cuproptosis: molecular mechanisms and therapeutic opportunities.Molecular biomedicine · 2026Review
- Copper Transporter 1‑Mediated Deregulation of Copper Homeostasis Impacts MYC and Oxidative Phosphorylation Pathways and Increases the Sensitivity of Tumor Cells to Complex I Inhibitors.ACS pharmacology & translational science · 2026Article
- ZNF384-regulated SLC31A1 expression promotes tumor proliferation and invasion in breast cancer.Molecular and cellular biochemistry · 2026Article
- Article
- Human CTR1 Through the Ages: Milestones and Emerging Roles in Disease and Therapy.Biomolecules · 2025Review
- Preclinical Theranostic Profiling of [Molecules (Basel, Switzerland) · 2025Article
- Targeting Intratumoral Copper Inhibits Tumor Progression via p62-Mediated EZH2 Degradation and Potentiates Anti-PD-1 Immunotherapy in Oral Squamous Cell Carcinoma.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- From mechanism to application: programmed cell death pathways in nanomedicine-driven cancer therapies.Bioactive materials · 2025Review
- Cuproptosis: a novel therapeutic mechanism in lung cancer.Cancer cell international · 2025Review
- Cuproplasia and cuproptosis, two sides of the coin.Cancer communications (London, England) · 2025Review
- Plasma IgG and IgM autoantibodies to COPT1 as potential biomarkers for detection of non-small cell lung cancer.Frontiers in immunology · 2025Article
- Relationship between the expression of copper death promoting factor SLC31A1 in papillary thyroid carcinoma and clinicopathological indicators and prognosis.Open medicine (Warsaw, Poland) · 2025Article
- Copper homeostasis and copper-induced cell death in tumor immunity: implications for therapeutic strategies in cancer immunotherapy.Biomarker research · 2024Review
- Forms of Non-Apoptotic Cell Death and Their Role in Gliomas-Presentation of the Current State of Knowledge.Biomedicines · 2024Review
- Cuproptosis in cancer: biological implications and therapeutic opportunities.Cellular & molecular biology letters · 2024Review
- Targeting cuproplasia and cuproptosis in cancer.Nature reviews. Clinical oncology · 2024Review
- Copper metabolism and cuproptosis in human malignancies: Unraveling the complex interplay for therapeutic insights.Heliyon · 2024Review
- Molecular characterization, immunocorrelation analysis, WGCNA analysis and machine learning modeling of genes associated with copper death subtypes of laryngeal cancer.Technology and health care : official journal of the European Society for Engineering and Medicine · 2024Article
- SLC31A1 Identifying a Novel Biomarker with Potential Prognostic and Immunotherapeutic Potential in Pan-Cancer.Biomedicines · 2023Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundSolute Carrier Family 31 Member 1 (SLC31A1) has recently been identified as a cuproptosis-regulatory gene. Recent studies have indicated that SLC31A1 may play a role in colorectal and lung cancer tumorigenesis. However, the role of SLC31A1 and its cuproptosis-regulatory functions in multiple tumor types remains to be further elucidated.
methodsOnline websites and datasets such as HPA, TIMER2, GEPIA, OncoVar, and cProSite were used to extract data on SLC31A1 in multiple cancers. DAVID and BioGRID were used to conduct functional analysis and construct the protein-protein interaction (PPI) network, respectively. The protein expression data of SLC31A1 was obtained from the cProSite database.
resultsThe Cancer Genome Atlas (TCGA) datasets showed increased SLC31A1 expression in tumor tissues compared with non-tumor tissues in most tumor types. In patients with tumor types including adrenocortical carcinoma, low-grade glioma, or mesothelioma, higher SLC31A1 expression was associated with shorter overall survival and disease-free survival. S105Y was the most prevalent point mutation in SLC31A1 in TCGA pan-cancer datasets. Moreover, SLC31A1 expression was positively correlated with the infiltration of immune cells such as macrophages and neutrophils in tumor tissues in several tumor types. Functional enrichment analysis showed that SLC31A1 co-expressed genes were involved in protein binding, integral components of the membrane, metabolic pathways, protein processing, and endoplasmic reticulum. Copper Chaperone For Superoxide Dismutase, Phosphatidylinositol-4,5-Bisphosphate 3-Kinase Catalytic Subunit Alpha and Solute Carrier Family 31 Member 2 were copper homeostasis-regulated genes shown in the PPI network, and their expression was positively correlated with SLC31A1. Analysis showed there was a correlation between SLC31A1 protein and mRNA in various tumors.
conclusionsThese findings demonstrated that SLC31A1 is associated with multiple tumor types and disease prognosis. SLC31A1 may be a potential key biomarker and therapeutic target in cancers.
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