一种互补的元蛋白组方法,用于研究从临床结肠活检中培养的微生物组。

IF 3.4 4区 生物学 Q2 BIOCHEMICAL RESEARCH METHODS
Proteomics Pub Date : 2024-11-01 Epub Date: 2024-06-02 DOI:10.1002/pmic.202400078
Van-An Duong, Altai Enkhbayar, Nobel Bhasin, Lakmini Senavirathna, Eva C Preisner, Kristi L Hoffman, Richa Shukla, Robert R Jenq, Kai Cheng, Mary P Bronner, Daniel Figeys, Robert A Britton, Sheng Pan, Ru Chen
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引用次数: 0

摘要

人类肠道微生物组在维护个人健康方面发挥着至关重要的作用,并与基本功能密切相关。微生物群的失衡或菌群失调会严重影响人体健康,并与许多疾病相关。目前有几种元蛋白质组学平台可用于研究复杂微生物群落中的微生物蛋白质。在本研究中,我们尝试开发一种集成管道,以便更深入地了解从临床结肠活检中提取的培养人类肠道微生物组的分类和功能方面。我们将 MSFragger 对统一人类胃肠道蛋白质数据库的快速多肽搜索与 Unipept Desktop 和 MetaLab-MAG 的分类和功能分析相结合。在七个样本中,我们鉴定并匹配了近 36,000 个独特肽段,涉及约 300 个物种和 11 个门类。Unipept Desktop提供了基因本体、InterPro条目和酶委员会编号注释,有助于鉴定相关的代谢途径。MetaLab-MAG 通过同源基因群和非监督同源群类别提供功能注释。这些结果揭示了样本之间的功能异同。这一集成管道有可能为深入了解人类肠道微生物组的分类和功能提供帮助,从而探究微生物组平衡与疾病之间错综复杂的联系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A complementary metaproteomic approach to interrogate microbiome cultivated from clinical colon biopsies.

The human gut microbiome plays a vital role in preserving individual health and is intricately involved in essential functions. Imbalances or dysbiosis within the microbiome can significantly impact human health and are associated with many diseases. Several metaproteomics platforms are currently available to study microbial proteins within complex microbial communities. In this study, we attempted to develop an integrated pipeline to provide deeper insights into both the taxonomic and functional aspects of the cultivated human gut microbiomes derived from clinical colon biopsies. We combined a rapid peptide search by MSFragger against the Unified Human Gastrointestinal Protein database and the taxonomic and functional analyses with Unipept Desktop and MetaLab-MAG. Across seven samples, we identified and matched nearly 36,000 unique peptides to approximately 300 species and 11 phyla. Unipept Desktop provided gene ontology, InterPro entries, and enzyme commission number annotations, facilitating the identification of relevant metabolic pathways. MetaLab-MAG contributed functional annotations through Clusters of Orthologous Genes and Non-supervised Orthologous Groups categories. These results unveiled functional similarities and differences among the samples. This integrated pipeline holds the potential to provide deeper insights into the taxonomy and functions of the human gut microbiome for interrogating the intricate connections between microbiome balance and diseases.

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来源期刊
Proteomics
Proteomics 生物-生化研究方法
CiteScore
6.30
自引率
5.90%
发文量
193
审稿时长
3 months
期刊介绍: PROTEOMICS is the premier international source for information on all aspects of applications and technologies, including software, in proteomics and other "omics". The journal includes but is not limited to proteomics, genomics, transcriptomics, metabolomics and lipidomics, and systems biology approaches. Papers describing novel applications of proteomics and integration of multi-omics data and approaches are especially welcome.
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