Evidence map›Paper›PMID 42111296›Full record

ArticleISME communications2026

A comparison of methods for the optimal recovery of the human fecal virome.

Loretta De Chiara, Ryan Doughty, Nuria Estévez-Gómez, Pilar Gallego-García, Pilar Alvariño, Astrid Díez-Martín, Pedro Dávila Piñón, Todd J Treangen, Joaquín Cubiella, David Posada

Abstract read
In one paragraph

Article in ISME communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors.

Loretta De ChiaraCINBIO, Universidade de Vigo, Vigo, 36310, Spain.ORCID https://orcid.org/0000-0001-7700-6417
Ryan DoughtyDepartment of Computer Science, Rice University, Houston, TX 77005-1892, United States.
Nuria Estévez-GómezCINBIO, Universidade de Vigo, Vigo, 36310, Spain.
Pilar Gallego-GarcíaCINBIO, Universidade de Vigo, Vigo, 36310, Spain.
Pilar AlvariñoCINBIO, Universidade de Vigo, Vigo, 36310, Spain.
Astrid Díez-MartínResearch Group in Gastrointestinal Oncology-Ourense, CIBERehd, Ourense, 32005, Spain.
Pedro Dávila PiñónResearch Group in Gastrointestinal Oncology-Ourense, CIBERehd, Ourense, 32005, Spain.
Todd J TreangenDepartment of Computer Science, Rice University, Houston, TX 77005-1892, United States.
Joaquín CubiellaDepartment of Gastroenterology, Health Area of Ourense, Verín and Barco de Valdeorras, Ourense, 32005, Spain.
David PosadaCINBIO, Universidade de Vigo, Vigo, 36310, Spain.ORCID https://orcid.org/0000-0003-1407-3406

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Human virome research is gaining increasing attention as viruses are recognized as critical modulators of microbial communities and human health. Viral metagenomics, however, faces unique challenges, including the low abundance and diversity of viruses in biological samples, the absence of universal marker genes, and biases introduced by experimental protocols. While various virome protocols have been benchmarked using viral particles or nucleic acids from mock communities, these approaches often fail to capture the complexity and heterogeneity of natural viromes. In this study, we systematically evaluated modifications to key methodological steps in the metagenomic analysis of human fecal samples, including viral enrichment, nucleic acid extraction, genome amplification, and library preparation. Using gold-standard bioinformatic approaches on sequencing datasets generated after amplification, we assessed the impact of these modifications on relative viral taxonomic assignment, contig quality, richness, diversity, and inferred genome structure. Our findings reveal striking trade-offs between recovery of viral genomes and retention of nonviral sequences, demonstrating how methodological choices can shape the inferred virome composition. Based on these observations, we propose an optimized protocol that enhances viral genome recovery while reducing contamination from nonviral sequences. This refined workflow provides a more robust and reliable framework for gut virome studies, paving the way for a deeper exploration of the role of viruses in human health and microbial ecosystems.

Indexed as

human fecesmetagenomicsprotocolvirome

Identifiers

PMID42111296
PMCPMC13155102

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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.