Evidence map›Paper›PMID 40462844›Full record

ArticleFrontiers in bioengineering and biotechnology2025

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

Melissa Morra, Denise Marradi, Luca Gandini, Vittorio Ivagnes, Giulia Ottolini, Alessandro Bovio, Grace Jabali, Lorenzo Maraschi, Ifeoluwa Ayomide Dada, Tonderai Vitalis Chawanda and 7 more

Abstract read
In one paragraph

Article in Frontiers in bioengineering and biotechnology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

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5 · Who and what money

Authors and funding

17 authors.

Melissa MorraDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Denise MarradiDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Luca GandiniDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Vittorio IvagnesDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Giulia OttoliniDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Alessandro BovioDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Grace JabaliDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Lorenzo MaraschiDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Ifeoluwa Ayomide DadaDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Tonderai Vitalis ChawandaDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Martina GorlaDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Olga TarasiukDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Chiara MocchettiDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Maria Felicia SoluriDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Francesca BoccafoschiDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.
Daniele SblatteroDepartment of Life Sciences, University of Trieste, Trieste, Italy.
Diego CotellaDepartment of Health Sciences, University of Eastern Piedmont, Novara, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

course-based undergraduate research experiencedomainomemicrobiomeopen reading framesynthetic biology

Identifiers

PMID40462844
PMCPMC12131325

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.