组织蛋白酶家族成员在乳腺癌亚型中的因果作用:孟德尔随机化和生物信息学分析的见解。

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Lin Tan, Junlian Xiang, Yi Lu, Xiaoli Zhong
{"title":"组织蛋白酶家族成员在乳腺癌亚型中的因果作用:孟德尔随机化和生物信息学分析的见解。","authors":"Lin Tan, Junlian Xiang, Yi Lu, Xiaoli Zhong","doi":"10.1007/s12672-025-03787-3","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>This 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.</p><p><strong>Methods: </strong>This 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.</p><p><strong>Results: </strong>MR 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.</p><p><strong>Conclusion: </strong>This 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.</p>","PeriodicalId":11148,"journal":{"name":"Discover. Oncology","volume":"16 1","pages":"1949"},"PeriodicalIF":2.9000,"publicationDate":"2025-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Causal roles of cathepsins family members in breast cancer subtypes: insights from Mendelian randomization and bioinformatics analysis.\",\"authors\":\"Lin Tan, Junlian Xiang, Yi Lu, Xiaoli Zhong\",\"doi\":\"10.1007/s12672-025-03787-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Purpose: </strong>This 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.</p><p><strong>Methods: </strong>This 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.</p><p><strong>Results: </strong>MR 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.</p><p><strong>Conclusion: </strong>This 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.</p>\",\"PeriodicalId\":11148,\"journal\":{\"name\":\"Discover. Oncology\",\"volume\":\"16 1\",\"pages\":\"1949\"},\"PeriodicalIF\":2.9000,\"publicationDate\":\"2025-10-22\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Discover. Oncology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12672-025-03787-3\",\"RegionNum\":4,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"ENDOCRINOLOGY & METABOLISM\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Discover. Oncology","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12672-025-03787-3","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

摘要

目的:本研究旨在探讨组织蛋白酶家族成员与乳腺癌亚型之间的因果关系,重点研究其在her2阳性和her2阴性乳腺癌中的表达谱、预后意义和潜在的分子机制。此外,该研究还包括初步的体外细胞实验,以验证关键基因的功能相关性。方法:本研究采用双样本孟德尔随机化(MR)方法,分析组织蛋白家族10个成员(CTSB、CTSE、CTSF、CTSG、CTSH、CTSL1、CTSL2、CTSO、CTSS、CTSZ)与乳腺癌风险的因果关系。敏感性分析,包括MR-Egger, Cochran's Q检验和MR-PRESSO,用于验证结果的稳健性。此外,本研究结合差异基因表达分析、预后影响分析、单细胞分析、蛋白-蛋白相互作用(PPI)网络构建、靶向细胞实验(qRT-PCR基因表达、CTSO过表达模型构建、CCK-8增殖实验、创面愈合迁移实验),系统探讨组织蛋白酶在乳腺癌中的作用。结果:MR分析发现CTSE和CTSO表达与乳腺癌风险之间存在显著关联。升高的CTSE表达与her2阳性(OR = 1.108, P = 0.022)和her2阴性(OR = 1.099, P = 0.009)乳腺癌风险呈正相关。相比之下,CTSO表达与her2阴性乳腺癌风险呈负相关(OR = 0.913, P = 0.037)。差异表达分析证实,CTSE在her2阳性肿瘤中过表达,而CTSO在乳腺癌亚型中过表达。预后分析显示,在接受化疗的her2阳性乳腺癌患者中,CTSE高表达与预后良好相关,而在her2阴性患者中,CTSO高表达与预后改善相关。单细胞分析显示CTSO在免疫细胞和成纤维细胞中高表达,而CTSE主要局限于癌性上皮细胞。PPI和功能富集分析表明,CTSE参与溶酶体和蛋白质消化途径,而CTSO参与免疫调节和抗原加工。细胞实验显示,qRT-PCR在乳腺癌细胞系中检测不到可量化的CTSE水平,而CTSO在所有乳腺癌细胞系中均表现出低表达。在MDA-MB-231细胞中过表达CTSO后,CCK-8实验显示细胞增殖显著减少,伤口愈合实验显示细胞迁移明显受到抑制。结论:本研究通过MR分析、生物信息学验证和细胞实验,为组织蛋白酶家族成员(特别是CTSE和CTSO)与乳腺癌亚型之间的关联提供了多层次的证据。研究结果强调了这些标志物作为乳腺癌精确诊断、治疗和预后评估的亚型特异性生物标志物的潜力。这些结果加深了我们对乳腺癌生物学机制的理解,并为开发针对组织蛋白酶家族的新治疗策略提供了实验和理论支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Causal roles of cathepsins family members in breast cancer subtypes: insights from Mendelian randomization and bioinformatics analysis.

Purpose: This 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.

Methods: This 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.

Results: MR 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.

Conclusion: This 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.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信