ArticleApoptosis : an international journal on programmed cell death2024
Comprehensive pan-cancer analysis reveals CCDC58 as a carcinogenic factor related to immune infiltration.
Article in Apoptosis : an international journal on programmed cell death, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 14 citations in OpenAlex.
- TCF12-mediated transcriptional activation of CCDC34 is involved in the positive feedback of tumor-associated macrophages and EMT to promote LUSC.Cell biology and toxicology · 2026Article
- Multi-omics analysis revealed heterogeneity of AARS1 and AARS2 in pan-cancer and identified AARS1 as a potential prognostic biomarker for urologic neoplasms.Apoptosis : an international journal on programmed cell death · 2025Article
- HAUS6 as a potential prognostic and immunological biomarker: validation from pan-cancer analysis to hepatocellular carcinoma.Cancer cell international · 2025Article
- STAT1 and mScientific reports · 2025Article
- The oncogenic role of CCDC34 in lower-grade gliomas: prognostic significance and therapeutic potential.Journal of neuro-oncology · 2025Article
- DDR1 Drives Collagen Remodeling and Immune Exclusion: Pan-Cancer Insights and Therapeutic Targeting in Pancreatic Ductal Adenocarcinoma.International journal of molecular sciences · 2025Article
- Multomic analysis reveals the potential of LAG3 as a prognostic and immune biomarker and its validation in osteosarcoma.Scientific reports · 2025Article
- Comprehensive Analysis of GPSM2: From Pan-Cancer Analysis to Experimental Validation.Journal of cellular and molecular medicine · 2025Article
- CCDC58 drives lung adenocarcinoma progression via the PI3K/AKT signaling pathway.Frontiers in oncology · 2025Article
- Cell Polarity-related Gene PTK7, a Potential Diagnostic Biomarker in Pan-cancer.Current medicinal chemistry · 2025Article
- Article
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Authors and funding
4 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
CCDC58, a member of the CCDC protein family, has been primarily associated with the malignant progression of hepatocellular carcinoma (HCC) and breast cancer, with limited research conducted on its involvement in other tumor types. We aimed to assess the significance of CCDC58 in pan-cancer. We utilized the TCGA, GTEx, and UALCAN databases to perform the differential expression of CCDC58 at both mRNA and protein levels. Prognostic value was evaluated through univariate Cox regression and Kaplan-Meier methods. Mutation and methylation analyses were conducted using the cBioPortal and SMART databases. We identified genes interacting with and correlated to CCDC58 through STRING and GEPIA2, respectively. Subsequently, we performed GO and KEGG enrichment analyses. To gain insights into the functional status of CCDC58 at the single-cell level, we utilized CancerSEA. We explored the correlation between CCDC58 and immune infiltration as well as immunotherapy using the ESTIMATE package, TIMER2.0, TISIDB, TIDE, TIMSO, and TCIA. We examined the relationship between CCDC58 and tumor heterogeneity, stemness, DNA methyltransferases, and MMR genes. Lastly, we constructed a nomogram based on CCDC58 in HCC and investigated its association with drug sensitivity. CCDC58 expression was significantly upregulated and correlated with poor prognosis across various tumor types. The mutation frequency of CCDC58 was found to be increased in 25 tumors. We observed a negative correlation between CCDC58 expression and the methylation sites in the majority of tumors. CCDC58 showed negative correlations with immune and stromal scores, as well as with NK T cells, Tregs, CAFs, endothelial cells, and immunomodulators. Its value in immunotherapy was comparable to that of tumor mutational burden. CCDC58 exhibited positive correlations with tumor heterogeneity, stemness, DNA methyltransferase genes, and MMR genes. In HCC, CCDC58 was identified as an independent risk factor and demonstrated potential associations with multiple drugs. CCDC58 demonstrates significant clinical value as a prognostic marker and indicator of immune response across various tumor types. Its comprehensive analysis provides insights into its potential implications in pan-cancer research.
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