Evidence map›Paper›PMID 40463537›Full record

ArticlemedRxiv : the preprint server for health sciences2025

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 readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2025. 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, Universidad de Vigo, Vigo, Spain.ORCID 0000-0001-7700-6417
Ryan DoughtyDepartment of Computer Science, Rice University, Houston, Texas, USA.
Nuria Estévez-GómezCINBIO, Universidad de Vigo, Vigo, Spain.
Pilar Gallego-GarcíaCINBIO, Universidad de Vigo, Vigo, Spain.
Pilar AlvariñoCINBIO, Universidad de Vigo, Vigo, Spain.
Astrid Díez-MartínResearch Group in Gastrointestinal Oncology-Ourense, CIBERehd, Ourense, Spain.
Pedro Dávila PiñónResearch Group in Gastrointestinal Oncology-Ourense, CIBERehd, Ourense, Spain.
Todd J TreangenDepartment of Computer Science, Rice University, Houston, Texas, USA.ORCID 0000-0002-3760-564X
Joaquín CubiellaDepartment of Gastroenterology, Health Area of Ourense, Verín and Barco de Valdeorras, Ourense, Spain.
David PosadaCINBIO, Universidad de Vigo, Vigo, Spain.ORCID 0000-0003-1407-3406

Funding

Viral Diversity and Pathogenicity in Mucosal Respiratory and Gastrointestinal DiseaseU19AI144297 · NIAID · BAYLOR COLLEGE OF MEDICINE · PI ESTES, MARY KOLB, GIBBS, RICHARD A · 2019 to 2024
$30.1M
TRAINING PROGRAM IN COMPUTATIONAL BIOLOGY AND MEDICINET15LM007093 · NLM · RICE UNIVERSITY · PI Lydia E. Kavraki · 1992 to 2026
$20.8M
Project 3: Functional Microbiome and Host Signatures in Transition from Commensal to pathogenP01AI152999 · NIAID · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI ARIAS, CESAR AUGUSTO, SAVIDGE, TOR C. · 2020 to 2025
$12.0M
NIAID NIH HHS P01 AI152999NIAID NIH HHS U19 AI144297NLM NIH HHS T15 LM007093
6 · The paper itself

Abstract

Human virome studies are gaining attention as viruses are increasingly acknowledged as key modulators of microbial communities and human health. However, viral metagenomics presents distinct challenges, including the low abundance and diversity of viruses in biological samples, the lack of universal marker genes, and protocol-induced biases. Although various virome protocols have been benchmarked using viral particles or nucleic acids from mock communities, these often fail to replicate the complexity and heterogeneity of natural viromes. In this study, we systematically evaluated protocol modifications for the metagenomic analysis of human fecal samples, testing alternatives for viral enrichment, nucleic acid extraction, genome amplification, and library preparation. We assessed the impact of each modification on key inferences, including taxonomic and functional assignment, contig quality, viral diversity, and genome structure. Our results highlight important trade-offs between viral genome recovery and contamination removal, underscoring how methodological choices can shape virome composition. Based on our findings, we propose an optimized protocol that enhances the recovery of viral DNA and RNA genomes while minimizing contamination from non-viral sequences, providing a robust framework for future gut virome studies.

Indexed as

human fecesmetagenomicsprotocolvirome

Identifiers

PMID40463537
PMCPMC12132152

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.