Comparison Bioinformatic Analysis of Extracellular Vesicles-Related Genes and MicroRNAs in Breast Cancer

Breast cancer (BC) remains a leading cause of cancer-related mortality in women, with treatment challenges due to the lack of targeted therapies. Extracellular vesicles (EVs) play a crucial role in BC progression by carrying bioactive molecules. This study analyzed EV-associated molecules (ENPEP, TIMP1, CD36, MARCKS, DAB2, CXCL14, miR-181b-5p, miR-222-3p) using bioinformatics tools. We used GEPIA2; Human Protein Atlas (HPA) 24.0; bc-GenExMiner v5.1; UALCAN 2022; Kaplan-Meier plotter 2025; ENCORI database v2.0; Enrichr-KG web tool 2021; Cancer Hallmark Enrichment tool 2025; Tumor, Normal, and Metastatic (TNM) plot database 2025; MicroRNA Target Prediction Database 6.0; TargetScan 8.0; and STRING database 12.0. CD36, DAB2, and CXCL14 were significantly downregulated, while TIMP1 was upregulated in BC tissues (<i>p</i> < 0.05). CD36, CXCL14, and DAB2 were predominantly low in triple-negative and basal-like subtypes, whereas TIMP1 was higher in HER2+, ER+, and PR+ tumors (<i>p</i> < 0.01). These changes correlated with promoter methylation patterns. Higher TIMP1, DAB2, and CXCL14 levels were associated with improved overall survival (<i>p</i> < 0.05). miR-222-3p was downregulated and positively correlated with TIMP1 and DAB2, while miR-181b-5p was upregulated and negatively correlated with CXCL14. TNM analysis confirmed these expression changes. Functional enrichment linked these molecules to key cancer hallmarks, including proliferation and angiogenesis. CD36, DAB2, CXCL14, TIMP1, miR-222-3p, and miR-181b-5p may serve as biomarkers for BC pathogenesis and potential therapeutic targets. Further studies are needed to validate these findings.

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Journal
International Journal of Molecular Sciences
Published
2025-06-19
DOI
https://doi.org/10.3390/ijms26125906
Primary Topic
Extracellular vesicles in disease
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article
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article

Comparison Bioinformatic Analysis of Extracellular Vesicles-Related Genes and MicroRNAs in Breast Cancer

Mehmet Ali Gül, Esma Özmen, Şerife Buket Bozkurt, Durmuş Ayan
International Journal of Molecular Sciences
Extracellular vesicles in disease
article

Comparison Bioinformatic Analysis of Extracellular Vesicles-Related Genes and MicroRNAs in Breast Cancer

Mehmet Ali Gül, Esma Özmen, Şerife Buket Bozkurt, Durmuş Ayan
article en

Abstract

Breast cancer (BC) remains a leading cause of cancer-related mortality in women, with treatment challenges due to the lack of targeted therapies. Extracellular vesicles (EVs) play a crucial role in BC progression by carrying bioactive molecules. This study analyzed EV-associated molecules (ENPEP, TIMP1, CD36, MARCKS, DAB2, CXCL14, miR-181b-5p, miR-222-3p) using bioinformatics tools. We used GEPIA2; Human Protein Atlas (HPA) 24.0; bc-GenExMiner v5.1; UALCAN 2022; Kaplan-Meier plotter 2025; ENCORI database v2.0; Enrichr-KG web tool 2021; Cancer Hallmark Enrichment tool 2025; Tumor, Normal, and Metastatic (TNM) plot database 2025; MicroRNA Target Prediction Database 6.0; TargetScan 8.0; and STRING database 12.0. CD36, DAB2, and CXCL14 were significantly downregulated, while TIMP1 was upregulated in BC tissues (<i>p</i> < 0.05). CD36, CXCL14, and DAB2 were predominantly low in triple-negative and basal-like subtypes, whereas TIMP1 was higher in HER2+, ER+, and PR+ tumors (<i>p</i> < 0.01). These changes correlated with promoter methylation patterns. Higher TIMP1, DAB2, and CXCL14 levels were associated with improved overall survival (<i>p</i> < 0.05). miR-222-3p was downregulated and positively correlated with TIMP1 and DAB2, while miR-181b-5p was upregulated and negatively correlated with CXCL14. TNM analysis confirmed these expression changes. Functional enrichment linked these molecules to key cancer hallmarks, including proliferation and angiogenesis. CD36, DAB2, CXCL14, TIMP1, miR-222-3p, and miR-181b-5p may serve as biomarkers for BC pathogenesis and potential therapeutic targets. Further studies are needed to validate these findings.

International Journal of Molecular SciencesVol. 26(12)
Niğde Ömer Halisdemir Üniversitesi (TR), Amasya Üniversitesi (TR)
Good health and well-being
Openalex Percentile: Top 87%
Extracellular vesicles in disease
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Comparison Bioinformatic Analysis of Extracellular Vesicles-Related Genes and MicroRNAs in Breast Cancer — Mehmet Ali Gül, Esma Özmen, et al. · International Journal of Molecular Sciences (2025) | TGRS Research Map | TGRS