Evidence map›Paper›PMID 41123761›Full record

ArticleDiscover oncology2025

Causal roles of cathepsins family members in breast cancer subtypes: insights from Mendelian randomization and bioinformatics analysis.

Lin Tan, Junlian Xiang, Yi Lu, Xiaoli Zhong

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Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

4 authors.

Lin TanDepartment of Urology, People's Hospital of Deyang City, Deyang, Sichuan, China.
Junlian XiangDepartment of Urology, People's Hospital of Deyang City, Deyang, Sichuan, China.
Yi LuDepartment of General Practice, People's Hospital of Deyang City, Deyang, Sichuan, China.
Xiaoli ZhongDepartment of Nursing, People's Hospital of Deyang City, 173 Taishan North Road, Jingyang District, Deyang, Sichuan, China. 18090022838@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThis study aims to explore the causal association between members of the cathepsin family and breast cancer subtypes, with a focus on their expression profiles, prognostic significance, and potential molecular mechanisms in HER2-positive and HER2-negative breast cancer. Additionally, the study includes preliminary in vitro cell experiments to validate the functional relevance of key genes.

methodsThis study employs the two-sample Mendelian randomization (MR) method to analyze the causal relationship between 10 members of the cathepsin family (CTSB, CTSE, CTSF, CTSG, CTSH, CTSL1, CTSL2, CTSO, CTSS, CTSZ) and breast cancer risk. Sensitivity analyses, including MR-Egger, Cochran's Q test, and MR-PRESSO, are used to validate the robustness of the results. Additionally, the study integrates differential gene expression analysis, prognostic impact analysis, single-cell analysis, protein-protein interaction (PPI) network construction, and targeted cell experiments (qRT-PCR for gene expression, CTSO overexpression model construction, CCK-8 proliferation assay, and wound healing migration assay) to systematically investigate the role of cathepsins in breast cancer.

resultsMR analysis identified significant associations between CTSE and CTSO expression with breast cancer risk. Elevated CTSE expression was positively associated with both HER2-positive (OR = 1.108, P = 0.022) and HER2-negative (OR = 1.099, P = 0.009) breast cancer risk. In contrast, CTSO expression was inversely associated with HER2-negative breast cancer risk (OR = 0.913, P = 0.037). Differential expression analysis confirmed that CTSE was overexpressed in HER2-positive tumors, while CTSO was underexpressed across breast cancer subtypes. Prognostic analysis showed that high CTSE expression was linked to a favorable prognosis in HER2-positive breast cancer patients treated with chemotherapy, whereas high CTSO expression correlated with improved prognosis in HER2-negative patients. Single-cell analysis revealed that CTSO was highly expressed in immune cells and fibroblasts, while CTSE was mainly localized to cancerous epithelial cells. PPI and functional enrichment analyses suggested that CTSE is involved in lysosomal and protein digestion pathways, whereas CTSO is implicated in immune regulation and antigen processing. Cellular experiments revealed that qRT-PCR did not detect quantifiable levels of CTSE in breast cancer cell lines, while CTSO exhibited low expression across all breast cancer cell lines. After overexpressing CTSO in MDA-MB-231 cells, CCK-8 assays showed a significant reduction in cell proliferation, and wound healing assays demonstrated a marked inhibition of cell migration.

conclusionThis study provides multi-layered evidence for the association between members of the cathepsin family (particularly CTSE and CTSO) and breast cancer subtypes through MR analysis, bioinformatics validation, and cellular experiments. The findings highlight the potential of these markers as subtype-specific biomarkers for precision diagnosis, treatment, and prognosis evaluation in breast cancer. These results deepen our understanding of the biological mechanisms underlying breast cancer and offer both experimental and theoretical support for the development of novel therapeutic strategies targeting the cathepsin family.

Indexed as

Breast cancer subtypesCathepsinsMendelian randomizationPrecision therapy

Identifiers

PMID41123761
PMCPMC12545950

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LicenceCC BY-NC-ND
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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 Socratic graph.