Dipartimento di Medicina Veterinaria, Università degli Studi di Milano, Milan, Italy.
Molecular Biotechnology Center, Department of Biotechnology and Health Sciences, Università di Torino, 10126, Turin, Italy.
Sci Rep. 2020 Nov 3;10(1):18918. doi: 10.1038/s41598-020-75877-x.
Cutaneous mast cell tumours (MCTs) are common skin neoplasms in dogs. MicroRNAs (miRNAs) are post-transcriptional regulators involved in several cellular processes, and they can function as tumour promoters or suppressors. However, the role of miRNAs in canine MCTs has not yet been elucidated. Thus, the current study aimed to characterize miRNA profiles and to assess their value as biomarkers for MCTs. miRNA expression profiles were assessed in formalin-fixed, paraffin-embedded samples by next-generation sequencing. Ten samples were MCT tissues, and 7 were healthy adjacent tissues. Nine dysregulated miRNAs (DE-miRNAs) were then validated using RT-qPCR in a larger group of MCT samples, allowing the calculation of ROC curves and performance of multiple factor analysis (MFA). Pathway enrichment analysis was performed to investigate miRNA biological functions. The results showed that the expression of 63 miRNAs (18 up- and 45 downregulated) was significantly affected in MCTs. Five DE-miRNAs, namely, miR-21-5p, miR-92a-3p, miR-338, miR-379 and miR-885, were validated by RT-qPCR. The diagnostic accuracy of a panel of 3 DE-miRNAs-miR-21, miR-379 and miR-885-exhibited increased efficiency in discriminating animals with MCTs (AUC = 0.9854) and animals with lymph node metastasis (AUC = 0.8923). Multiple factor analysis revealed clusters based on nodal metastasis. Gene Ontology and KEGG analyses confirmed that the DE-miRNAs were involved in cell proliferation, survival and metastasis pathways. In conclusion, the present study demonstrated that the miRNA expression profile is changed in the MCT microenvironment, suggesting the involvement of the altered miRNAs in the epigenetic regulation of MCTs and identifying miR-21, miR-379 and miR-885 as promising biomarkers.
皮肤肥大细胞瘤(MCT)是犬类常见的皮肤肿瘤。微小 RNA(miRNA)是参与多种细胞过程的转录后调控因子,它们可以作为肿瘤促进物或抑制剂发挥作用。然而,miRNA 在犬类 MCT 中的作用尚未阐明。因此,本研究旨在描述 miRNA 谱,并评估其作为 MCT 标志物的价值。通过下一代测序评估福尔马林固定、石蜡包埋样本中的 miRNA 表达谱。10 个样本为 MCT 组织,7 个为健康相邻组织。然后使用 RT-qPCR 在更大的 MCT 样本组中验证了 9 个失调 miRNA(DE-miRNA),从而计算 ROC 曲线并进行多因素分析(MFA)。进行通路富集分析以研究 miRNA 的生物学功能。结果表明,MCT 中 63 个 miRNA(18 个上调和 45 个下调)的表达受到显著影响。通过 RT-qPCR 验证了 5 个 DE-miRNA,即 miR-21-5p、miR-92a-3p、miR-338、miR-379 和 miR-885。3 个 DE-miRNA(miR-21、miR-379 和 miR-885)的组合的诊断准确性提高了区分 MCT 动物(AUC=0.9854)和淋巴结转移动物(AUC=0.8923)的效率。多因素分析根据淋巴结转移显示了聚类。基因本体论和 KEGG 分析证实,DE-miRNA 参与了细胞增殖、存活和转移途径。总之,本研究表明,MCT 微环境中的 miRNA 表达谱发生了改变,提示改变的 miRNA 参与了 MCT 的表观遗传调控,并鉴定出 miR-21、miR-379 和 miR-885 作为有前途的生物标志物。