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原发性干燥综合征中基因组和蛋白质组的综合分析。

Integrative analysis of transcriptome and proteome in primary Sjögren syndrome.

机构信息

Department of Otolaryngology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China; Department of Otolaryngology, The First Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.

Department of Otolaryngology, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China.

出版信息

Genomics. 2024 Jan;116(1):110767. doi: 10.1016/j.ygeno.2023.110767. Epub 2023 Dec 20.

Abstract

OBJECTIVE

Primary Sjögren's syndrome (pSS) is a intricate autoimmune disease mainly characterized of immune-mediated destruction of exocrine tissues, such as salivary and lacrimal glands, occurring dry mouth and eyes. Although some breakthroughs in understanding pSS have been uncovered, many questions remain about its pathogenesis, especially the internal relations between exocrine glands and secretions.

METHOD

Transcriptomic and proteomic analyses were conducted on salivary tissues and saliva in experimental Sjögren syndrome (ESS). The ESS model was established by immunization with salivary gland protein. The expression of mRNAs and proteins in salivary tissues and saliva were determined by high-throughput sequencing transcriptomic analysis and LC-MS/MS-based proteome, respectively. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis were used to recognize dysregulated genes and proteins. The association between RNA and protein abundance was investigated to provides a comprehensive understanding of RNA-protein correlations in the pathogenesis of pSS.

RESULTS

As a result, we successfully established the ESS model. We recognized 3221 differentially expressed genes (DEGs) and 253 differentially expressed proteins (DEPs). The sample analysis showed that 61 proteins overlapped through the integrative analysis of transcriptomics and proteomics data. The enrichment pathway analysis of DEGs and DEPs in samples showed alterations in renin-angiotensin-system (RAS), lysosome, and apoptosis. Notably, we found that some genes, such as AGT, FN1, Klk1b26, Klk1, Klk1b5, Klk1b3 had a consistent trend in the regulation at the RNA and protein levels and might be potential diagnostic biomarkers of pSS.

CONCLUSION

Herein, we found critical processes and potential biomakers that may contribute to pSS pathogenesis by analyzing dysregulated genes and pathways. Additionally, the integrative multi-omics datasets provided additional insight into understanding complicated disease mechanisms.

摘要

目的

原发性干燥综合征(pSS)是一种复杂的自身免疫性疾病,主要表现为外分泌组织(如唾液腺和泪腺)的免疫介导破坏,导致口干和眼干。尽管对 pSS 的发病机制有了一些突破性的认识,但仍有许多问题尚未解决,特别是外分泌腺与分泌物之间的内在关系。

方法

对实验性干燥综合征(ESS)的唾液腺组织和唾液进行了转录组学和蛋白质组学分析。通过用唾液腺蛋白免疫建立 ESS 模型。通过高通量测序转录组分析和基于 LC-MS/MS 的蛋白质组分别测定唾液腺组织和唾液中的 mRNA 和蛋白质表达。采用基因本体论(GO)和京都基因与基因组百科全书(KEGG)通路分析来识别失调的基因和蛋白质。研究了 RNA 和蛋白质丰度之间的相关性,以提供对 pSS 发病机制中 RNA-蛋白质相关性的全面了解。

结果

成功建立了 ESS 模型。我们鉴定出 3221 个差异表达基因(DEGs)和 253 个差异表达蛋白(DEPs)。样本分析表明,通过转录组学和蛋白质组学数据的综合分析,有 61 个蛋白重叠。DEGs 和 DEPs 在样本中的富集通路分析显示,肾素-血管紧张素系统(RAS)、溶酶体和细胞凋亡发生改变。值得注意的是,我们发现一些基因,如 AGT、FN1、Klk1b26、Klk1、Klk1b5、Klk1b3,在 RNA 和蛋白质水平的调节中表现出一致的趋势,可能是 pSS 的潜在诊断生物标志物。

结论

通过分析失调基因和途径,我们发现了可能有助于 pSS 发病机制的关键过程和潜在生物标志物。此外,整合的多组学数据集为深入了解复杂疾病机制提供了额外的见解。

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