Evidence map›Paper›PMID 42984552›Full record

ArticleFrontiers in cellular and infection microbiology2026

Development and expert appraisal of a lifestyle questionnaire for microbiome host metadata.

Andrea Rocchetti, Franca Gotta, Paolo Bottino, Daria Vay, Valentina Pizzo, Valerio Gugliotta, Alessandra Agnese Grossi, Valeria Besutti, Mario Bianchetti, Elisa Bona and 10 more

Abstract read
In one paragraph

Article in Frontiers in cellular and infection microbiology, 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

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

20 authors.

Andrea RocchettiClinical Microbiology and Virology Unit, IRCCS AOU SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy.
Franca GottaClinical Microbiology and Virology Unit, IRCCS AOU SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy.
Paolo BottinoClinical Microbiology and Virology Unit, IRCCS AOU SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy.
Daria VayClinical Microbiology and Virology Unit, IRCCS AOU SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy.
Valentina PizzoClinical Microbiology and Virology Unit, IRCCS AOU SS Antonio e Biagio e Cesare Arrigo, Alessandria, Italy.
Valerio GugliottaDepartment of Science and Technological Innovation, University of Piemonte Orientale, Novara, Italy.
Alessandra Agnese GrossiDepartment of Human Sciences and Innovation for the Territory (DISUIT), University of Insubria, Varese, Italy.
Valeria BesuttiMicrobiology Unit, University Hospital Padova, Padova, Italy.
Mario BianchettiDivision of Gastroenterology, San Giuseppe Hospital, Gruppo Multimedica, Milan, Italy.
Elisa BonaDepartment of Sustainable Development and Ecological Transition, University of Piemonte Orientale, Vercelli, Italy.
Ignazio CastagliuoloDepartment of Molecular Medicine, University of Padova, Padova, Italy.
Marta CorbellaMicrobiology and Virology Department, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy.
Antonio GasbarriniCEMAD Digestive Disease Center, Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Università Cattolica del Sacro Cuore, Roma, Italy.
Antonella MarangoniMicrobiology, Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy.
Luca MasucciDepartment of Laboratory and Hematological Sciences, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy.
Maria Vittoria MauroMicrobiology and Virology Department, AO Cosenza, Cosenza, Italy.
Lorenza PutignaniUnit of Microbiomics and Unit of Research of Microbiome, Bambino Gesù Children's Hospital, IRCCS, Rome, Italy.
Gianluca QuarantaDepartment of Laboratory and Hematological Sciences, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy.
Maurizio SanguinettiDepartment of Laboratory and Hematological Sciences, Fondazione Policlinico Universitario A. Gemelli Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS), Rome, Italy.
Lorenzo DragoUOC Laboratory of Clinical Medicine with Specialized Areas, IRCCS MultiMedica, Milan, Italy.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Lifestyle information can help contextualize variation in the human gut microbiome, but its collection and operational definitions differ across studies. We developed a candidate questionnaire combining diet, physical activity and sleep for microbiome host metadata and undertook an initial appraisal by Italian experts. Candidate content was informed by a focused narrative literature appraisal and established lifestyle-assessment frameworks. Methods: Seventeen experts were invited and nine responded (53%). In a single anonymous rating round, experts assessed the relevance of 37 candidate items on a five-point scale. The prespecified agreement criterion was at least 70% of respondents assigning a rating of 4 or 5, corresponding to at least seven of nine experts. Results: Twenty-five items (67.6%) met this criterion: 18 of 23 dietary items (78.3%), six of eight physicalactivity items (75.0%), and one of six sleep items (16.7%). Twelve items remained exploratory. Discussion: These findings provide an initial prioritization of candidate lifestyle metadata within an Italian specialist network. They do not establish a stable iterative Delphi consensus, instrument reliability, construct validity, or associations between questionnaire responses and microbiome outcomes. Participant testing, operational refinement and empirical evaluation are required before research deployment or potential use in fecal microbiota transplantation donor characterization.

Indexed as

Gastrointestinal MicrobiomeLife StyleMetadataMicrobiotaDietExerciseHumansItalySleepSurveys and QuestionnairesFMTlifestylemicrobiotaproof of conceptquestionnaire development

Identifiers

PMID42984552
PMCPMC13730856

What OpenQuestion holds

Textmetadata
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.