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癌症图谱分析基质蛋白揭示 CTNRC1 及其相关网络作为癌症中主要的细胞外基质调节因子。

A pan-cancer analysis of matrisome proteins reveals CTHRC1 and a related network as major ECM regulators across cancers.

机构信息

Indian Institute of Science Education and Research (IISER) Pune, Pashan, Pune, Maharashtra, India.

出版信息

PLoS One. 2022 Oct 3;17(10):e0270063. doi: 10.1371/journal.pone.0270063. eCollection 2022.

Abstract

The extracellular matrix in the tumour microenvironment can regulate cancer cell growth and progression. A pan-cancer analysis of TCGA data from 30 cancer types, identified the top 5% of matrisome genes with amplifications or deletions in their copy number, that affect their expression and cancer survival. A similar analysis of matrisome genes in individual cancers identified CTHRC1 to be significantly altered. CTHRC1, a regulator of collagen synthesis, was identified as the most prominently upregulated matrisome gene of interest across cancers. Differential gene expression analysis identified 19 genes whose expression is increased with CTHRC1. STRING analysis of these genes classified them as 'extracellular', involved most prominently in ECM organization and cell adhesion. KEGG analysis showed their involvement in ECM-receptor and growth factor signalling. Cytohubba analysis of these genes revealed 13 hub genes, of which MMP13, POSTN, SFRP4, ADAMTS16 and FNDC1 were significantly altered in their expression with CTHRC1 and seen to affect survival across cancers. This could in part be mediated by their overlapping roles in regulating ECM (collagen or fibronectin) expression and organisation. In breast cancer tumour samples CTHRC1 protein levels are significantly upregulated with POSTN and MMP13, further supporting the need to evaluate their crosstalk in cancers.

摘要

肿瘤微环境中的细胞外基质可以调节癌细胞的生长和进展。对来自 30 种癌症类型的 TCGA 数据进行的泛癌症分析,确定了在其拷贝数中扩增或缺失的基质基因的前 5%,这些基因会影响它们的表达和癌症存活率。对个别癌症中的基质基因进行类似的分析,发现 CTHRC1 发生了显著改变。CTHRC1 是胶原蛋白合成的调节剂,是在各种癌症中上调最显著的基质基因。差异基因表达分析确定了 19 个基因的表达随着 CTHRC1 的增加而增加。对这些基因的 STRING 分析将它们归类为“细胞外”,最主要涉及细胞外基质组织和细胞黏附。KEGG 分析显示它们参与细胞外基质受体和生长因子信号转导。对这些基因的 Cytohubba 分析显示,其中 13 个基因是枢纽基因,其中 MMP13、POSTN、SFRP4、ADAMTS16 和 FNDC1 的表达与 CTHRC1 明显改变,并观察到它们影响各种癌症的存活率。这在一定程度上可能是由于它们在调节细胞外基质(胶原蛋白或纤维连接蛋白)表达和组织中的重叠作用。在乳腺癌肿瘤样本中,CTHRC1 蛋白水平与 POSTN 和 MMP13 显著上调,进一步支持了评估它们在癌症中相互作用的必要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a5de/9529084/d2b2bbb043d6/pone.0270063.g001.jpg

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