Institute of Veterinary Biochemistry, Department of Veterinary Medicine, Freie Universität Berlin, 14163, Berlin, Germany.
Department of Molecular Systems Biology, Helmholtz Centre of Environmental Research GmbH - UFZ, 04318, Leipzig, Germany.
BMC Vet Res. 2024 Oct 26;20(1):488. doi: 10.1186/s12917-024-04331-1.
Canine mammary tumours (CMT) are among the most common types of tumours in female dogs. Diagnosis currently requires invasive tissue biopsies and histological analysis. Tumour cells shed extracellular vesicles (EVs) containing RNAs and proteins with potential for liquid biopsy diagnostics. We aimed to identify CMT subtype-specific proteome profiles by comparing the proteomes of EVs isolated from epithelial cell lines derived from morphologically normal canine mammary tissue, adenomas, and carcinomas.
Whole-cell protein lysates (WCLs) and EV-lysates were obtained from five canine mammary cell lines: MTH53A (non-neoplastic); ZMTH3 (adenoma); MTH52C (simple carcinoma); 1305, DT1406TB (complex carcinoma); and their proteins identified by LC-MS/MS analyses. Gene Ontology analysis was performed on differentially abundant proteins from each group to identify up- and down-regulated biological processes. To establish CMT subtype-specific proteomic profiles, weighted gene correlation network analysis (WGCNA) was carried out.
WCL and EVs displayed distinct protein abundance signatures while still showing the same increase in adhesion, migration, and motility-related proteins in carcinoma-derived cell lines, and of RNA processing and RNA splicing factors in the adenoma cell line. WGCNA identified CMT stage-specific co-abundant EV proteins, allowing the identification of adenoma and carcinoma EV signatures not seen in WCLs.
EVs from CMT cell lines exhibit distinct protein profiles reflecting malignancy state, allowing us to identify potential biomarkers for canine mammary carcinomas, such as biglycan. Our dataset could therefore potentially serve as a basis for the development of a less invasive clinical diagnostic tool for the characterisation of CMT.
犬乳腺肿瘤(CMT)是女性犬最常见的肿瘤类型之一。目前的诊断需要进行有创的组织活检和组织学分析。肿瘤细胞释放含有 RNA 和蛋白质的细胞外囊泡(EVs),这些 RNA 和蛋白质具有液体活检诊断的潜力。我们旨在通过比较从形态正常的犬乳腺组织、腺瘤和癌中分离的上皮细胞系的 EV 蛋白组,来鉴定 CMT 亚型特异性的蛋白质组谱。
从五个犬乳腺细胞系中获得全细胞蛋白裂解物(WCL)和 EV 裂解物:MTH53A(非肿瘤);ZMTH3(腺瘤);MTH52C(单纯癌);1305,DT1406TB(复杂癌);并通过 LC-MS/MS 分析鉴定其蛋白质。对每个组中差异丰度蛋白进行基因本体论分析,以鉴定上调和下调的生物学过程。为了建立 CMT 亚型特异性蛋白质组谱,进行了加权基因相关网络分析(WGCNA)。
WCL 和 EV 显示出不同的蛋白质丰度特征,但在癌源性细胞系中仍显示出粘附、迁移和运动相关蛋白的相同增加,在腺瘤细胞系中显示出 RNA 处理和 RNA 剪接因子的相同增加。WGCNA 鉴定了 CMT 阶段特异性的共丰度 EV 蛋白,允许鉴定在 WCL 中未见到的腺瘤和癌的 EV 特征。
CMT 细胞系的 EV 表现出不同的蛋白质谱,反映了恶性状态,使我们能够鉴定犬乳腺癌的潜在生物标志物,如 biglycan。因此,我们的数据集可能为开发用于 CMT 特征描述的微创临床诊断工具提供基础。