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一项关于功能宏基因组学的非假设驱动的实践实验室活动:从微生物群落中“钓取”蛋白质编码DNA序列。

A non-hypothesis-driven practical laboratory activity on functional metagenomics: "fishing" protein-coding DNA sequences from microbiomes.

作者信息

Morra Melissa, Marradi Denise, Gandini Luca, Ivagnes Vittorio, Ottolini Giulia, Bovio Alessandro, Jabali Grace, Maraschi Lorenzo, Dada Ifeoluwa Ayomide, Chawanda Tonderai Vitalis, Gorla Martina, Tarasiuk Olga, Mocchetti Chiara, Soluri Maria Felicia, Boccafoschi Francesca, Sblattero Daniele, Cotella Diego

机构信息

Department of Health Sciences, University of Eastern Piedmont, Novara, Italy.

Research Center on Autoimmune and Allergic Diseases (CAAD), University of Eastern Piedmont, Novara, Italy.

出版信息

Front Bioeng Biotechnol. 2025 May 20;13:1602982. doi: 10.3389/fbioe.2025.1602982. eCollection 2025.

DOI:10.3389/fbioe.2025.1602982
PMID:40462844
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12131325/
Abstract

Practical laboratory of the most functional metagenomics courses focuses on activities aimed at providing specific skills in bioinformatics through the analysis of genomic datasets. However, sequence-based analyses of metagenomes should be complemented by function-based analyses, to provide evidential knowledge of gene function. A "true" functional metagenomic approach relies on the construction and screening of metagenomic libraries - physical libraries that contain DNA cloned from metagenomes of various origin. The information obtained from functional metagenomics will help in future annotations of gene function and serve as a complement to sequence-based metagenomics. Here, we describe a simple protocol for the construction of a metagenomic DNA library, optimized and tested by a team of undergraduate biotechnology students. This protocol is based on a technique developed in our laboratory and currently used for research. Using this protocol, libraries of protein domains can be quickly generated, from the DNA of any intron-less genome, such as those of bacteria or phages. Therefore, these libraries provide a valuable platform for training students in various validation tools, including computational methods - for example, metagenome assembly, functional annotation - and proteomics techniques, including protein expression and analysis. By varying the biological source and validation pipeline, this approach offers virtually limitless opportunities for innovative thesis research projects.

摘要

大多数实用的宏基因组学课程实验室专注于通过对基因组数据集的分析,提供生物信息学方面特定技能的活动。然而,宏基因组的基于序列的分析应辅以基于功能的分析,以提供基因功能的证据性知识。一种“真正的”功能宏基因组学方法依赖于宏基因组文库的构建和筛选——包含从各种来源的宏基因组中克隆的DNA的物理文库。从功能宏基因组学获得的信息将有助于未来对基因功能的注释,并作为基于序列的宏基因组学的补充。在这里,我们描述了一种构建宏基因组DNA文库的简单方案,该方案由一组本科生物技术专业学生进行了优化和测试。该方案基于我们实验室开发并目前用于研究的一项技术。使用该方案,可以从任何无内含子基因组(如细菌或噬菌体的基因组)的DNA中快速生成蛋白质结构域文库。因此,这些文库为培训学生使用各种验证工具提供了一个有价值的平台,包括计算方法(如宏基因组组装、功能注释)和蛋白质组学技术(如蛋白质表达和分析)。通过改变生物来源和验证流程,这种方法为创新的论文研究项目提供了几乎无限的机会。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/a9bfc5524b16/fbioe-13-1602982-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/acf96429c78e/fbioe-13-1602982-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/de55c88b42f2/fbioe-13-1602982-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/6c318f86dc8f/fbioe-13-1602982-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/8eed5f64306f/fbioe-13-1602982-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/a9bfc5524b16/fbioe-13-1602982-g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/acf96429c78e/fbioe-13-1602982-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/de55c88b42f2/fbioe-13-1602982-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/6c318f86dc8f/fbioe-13-1602982-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/8eed5f64306f/fbioe-13-1602982-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ee76/12131325/a9bfc5524b16/fbioe-13-1602982-g005.jpg

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本文引用的文献

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It is time to authenticate the Microbiome Sciences with accredited educational programs and departments.现在是时候通过认证的教育项目和部门来验证微生物组科学了。
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Factors involved in heterologous expression of proteins in E. coli host.
大肠杆菌宿主中蛋白质异源表达涉及的因素。
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Optimization of enzymatic fragmentation is crucial to maximize genome coverage: a comparison of library preparation methods for Illumina sequencing.优化酶切片段化对于最大化基因组覆盖度至关重要:Illumina 测序文库制备方法的比较。
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Advances in Metagenomics and Its Application in Environmental Microorganisms.宏基因组学进展及其在环境微生物中的应用
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