# A non-hypothesis-driven practical laboratory activity on functional metagenomics: “fishing” protein-coding DNA sequences from microbiomes

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

PMC · DOI: 10.3389/fbioe.2025.1602982 · Frontiers in Bioengineering and Biotechnology · 2025-05-20

## TL;DR

This paper introduces a hands-on lab activity for functional metagenomics, allowing students to construct and analyze DNA libraries from microbiomes to explore gene functions.

## Contribution

A practical, student-tested protocol for building metagenomic DNA libraries from intron-less genomes for educational and research purposes.

## Key findings

- The protocol enables rapid library construction from bacterial or phage DNA for functional analysis.
- The approach supports training in bioinformatics and proteomics techniques for gene validation.
- The method offers flexibility for diverse research projects by varying biological sources and validation methods.

## 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.

## Linked entities

- **Species:** Bacteria (taxon 2)

## Full-text entities

- **Genes:** beta-lactamase [NCBI Gene 7872529]
- **Diseases:** DM (MESH:D009223), antibiotic (MESH:D004761)
- **Chemicals:** agarose (MESH:D012685), SDS (MESH:D012967), Chloramphenicol (MESH:D002701), agar (MESH:D000362), sugars (MESH:D000073893), Coomassie blue (MESH:C048139), TAE buffer (MESH:C115179), oxygen (MESH:D010100), ampicillin (MESH:D000667), 2xTY medium (-)
- **Species:** Clostridia (class) [taxon 186801], Mus musculus (house mouse, species) [taxon 10090], Butyrivibrio fibrisolvens (species) [taxon 831], Escherichia coli (E. coli, species) [taxon 562], Serratia marcescens (species) [taxon 615], Homo sapiens (human, species) [taxon 9606]
- **Cell lines:** EL0014 — Anguilla anguilla (European freshwater eel), Spontaneously immortalized cell line (CVCL_YP04), DH5alphaF — Mus musculus (Mouse), Hybridoma (CVCL_A0EQ)

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12131325/full.md

## References

41 references — full list in the complete paper: https://tomesphere.com/paper/PMC12131325/full.md

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Source: https://tomesphere.com/paper/PMC12131325