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运用深度定量蛋白质组学探索结直肠癌发生发展正常-腺瘤-癌序列中的关键蛋白

Exploration of the Key Proteins in the Normal-Adenoma-Carcinoma Sequence of Colorectal Cancer Evolution Using In-Depth Quantitative Proteomics.

作者信息

Zhang Yin, Li Chun-Yuan, Ge Wei, Xiao Yi

机构信息

Division of Colorectal Surgery, Department of General Surgery, Peking Union Medical College Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China.

State Key Laboratory of Medical Molecular Biology and Department of Immunology, Institute of Basic Medical Sciences Chinese Academy of Medical Sciences, School of Basic Medicine Peking Union Medical College, Beijing, China.

出版信息

J Oncol. 2021 Jun 11;2021:5570058. doi: 10.1155/2021/5570058. eCollection 2021.

Abstract

PURPOSE

In most cases, the carcinogenesis of colorectal cancer (CRC) follows the normal-adenoma-carcinoma (N-A-C) sequence. In this study, we aimed to identify the key proteins in the N-A-C sequence.

METHODS

Differentially expressed proteins (DEPs) in normal, adenoma, and carcinoma tissues were identified using the Tandem Mass Tag- (TMT-) based quantitative proteomics approach. The landscape of proteomic variation in the N-A-C sequence was explored using gene set enrichment analysis (GSEA) and Proteomaps. Key proteins in the N-A-C sequence were identified, verified, and validated based on our proteomic data, external proteomic data, and external transcriptomic data in the ProteomeXchange, CPTAC, GEO, and TCGA databases. The prognostic value of the key proteins in our database was evaluated by univariate and multivariate Cox regression analysis. The effects of the key proteins on adenoma organoids and colorectal cancer cells were explored in functional studies.

RESULTS

Based on our proteomic profiles, we identified 1,294 DEPs between the carcinoma (CG) and normal (NG) groups, 919 DEPs between the adenoma group (AG) and NG, and 1,030 DEPs between the CG and AG. Ribosome- and spliceosome-related pathways were mainly enriched in the N-A process. Extracellular matrix- and epithelial-mesenchymal transition- (EMT-) related pathways were mainly enriched in the A-C process. RRP12 and SERPINH1 were identified, verified, and validated as candidate key proteins in the N-A and A-C processes, respectively. Furthermore, RRP12 and SERPINH1 knockdown impeded the viability and proliferation of adenoma organoids. SERPINH1 was validated as a risk factor for disease-free survival (DFS) based on the TCGA and our database, whereas RRP12 did not show prognostic value. SERPINH1 knockdown was accompanied by EMT-related protein variation, increased apoptosis, and reduced proliferation, invasion, and migration of CRC cells in vitro.

CONCLUSIONS

RRP12 and SERPINH1 may play an important role in the N-A and A-C processes, respectively. Furthermore, SERPINH1 showed favorable prognostic value for DFS in CRC patients. We speculate that SERPINH1 might promote not only the A-C process but also the development of CRC.

摘要

目的

在大多数情况下,结直肠癌(CRC)的致癌过程遵循正常-腺瘤-癌(N-A-C)序列。在本研究中,我们旨在确定N-A-C序列中的关键蛋白。

方法

采用基于串联质谱标签(TMT)的定量蛋白质组学方法,鉴定正常、腺瘤和癌组织中差异表达的蛋白质(DEP)。使用基因集富集分析(GSEA)和蛋白质组图谱探索N-A-C序列中蛋白质组变化的格局。基于我们的蛋白质组数据、ProteomeXchange、CPTAC、GEO和TCGA数据库中的外部蛋白质组数据和外部转录组数据,鉴定、验证并确认N-A-C序列中的关键蛋白。通过单变量和多变量Cox回归分析评估我们数据库中关键蛋白的预后价值。在功能研究中探索关键蛋白对腺瘤类器官和结直肠癌细胞的影响。

结果

基于我们的蛋白质组图谱,我们在癌组(CG)和正常组(NG)之间鉴定出1294个DEP,在腺瘤组(AG)和NG之间鉴定出919个DEP,在CG和AG之间鉴定出1030个DEP。核糖体和剪接体相关途径主要在N-A过程中富集。细胞外基质和上皮-间质转化(EMT)相关途径主要在A-C过程中富集。RRP12和SERPINH1分别被鉴定、验证并确认为N-A和A-C过程中的候选关键蛋白。此外,RRP12和SERPINH1的敲低阻碍了腺瘤类器官的活力和增殖。基于TCGA和我们的数据库,SERPINH1被确认为无病生存期(DFS)的危险因素,而RRP12未显示出预后价值。SERPINH1的敲低伴随着EMT相关蛋白的变化、细胞凋亡增加以及体外结直肠癌细胞增殖、侵袭和迁移的减少。

结论

RRP12和SERPINH1可能分别在N-A和A-C过程中发挥重要作用。此外,SERPINH1对CRC患者的DFS显示出良好的预后价值。我们推测SERPINH1不仅可能促进A-C过程,还可能促进CRC的发展。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eaa4/8214504/76bcc468dc2e/JO2021-5570058.001.jpg

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