Evidence map›Paper›PMID 40219016›Full record

ArticleNutrients2025

The Influence of an AI-Driven Personalized Nutrition Program on the Human Gut Microbiome and Its Health Implications.

Konstantinos Rouskas, Mary Guela, Marianna Pantoura, Ioannis Pagkalos, Maria Hassapidou, Elena Lalama, Andreas F H Pfeiffer, Elise Decorte, Veronique Cornelissen, Saskia Wilson-Barnes and 7 more

Abstract read
In one paragraph

Article in Nutrients, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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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

17 authors.

Konstantinos RouskasInstitute of Applied Biosciences, Center for Research and Technology Hellas, 57001 Thessaloniki, Greece.ORCID 0000-0003-2549-6834
Mary GuelaInstitute of Applied Biosciences, Center for Research and Technology Hellas, 57001 Thessaloniki, Greece.
Marianna PantouraInstitute of Applied Biosciences, Center for Research and Technology Hellas, 57001 Thessaloniki, Greece.ORCID 0000-0003-4979-8036
Ioannis PagkalosNutrition Information Systems Laboratory (NISLAB), Department of Nutritional Sciences and Dietetics, International Hellenic University, 57400 Thessaloniki, Greece.ORCID 0000-0002-1538-4663
Maria HassapidouNutrition Information Systems Laboratory (NISLAB), Department of Nutritional Sciences and Dietetics, International Hellenic University, 57400 Thessaloniki, Greece.
Elena LalamaDepartment of Endocrinology and Metabolic Diseases, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.
Andreas F H PfeifferDepartment of Endocrinology and Metabolic Diseases, Charité-Universitätsmedizin Berlin, 10117 Berlin, Germany.
Elise DecorteDepartment of Rehabilitation Sciences, KU Leuven, 3001 Leuven, Belgium.
Veronique CornelissenDepartment of Rehabilitation Sciences, KU Leuven, 3001 Leuven, Belgium.ORCID 0000-0002-0578-4954
Saskia Wilson-BarnesSchool of Biosciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK.ORCID 0000-0001-9945-4800
Kathryn HartSchool of Biosciences, Faculty of Health and Medical Sciences, University of Surrey, Guildford GU2 7XH, UK.ORCID 0000-0001-7494-9866
Eugenio MantovaniResearch Group on Law, Science, Technology and Society, Faculty of Law & Criminology, Vrije Universiteit Brussel, 1050 Brussels, Belgium.
Sofia Balula DiasInterdisciplinary Centre for the Study of Human Performance (CIPER), Faculdade de Motricidade Humana, Universidade de Lisboa, 1499-002 Lisbon, Portugal.ORCID 0000-0002-8239-583X
Leontios HadjileontiadisDepartment of Electrical and Computer Engineering, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece.
Lazaros P GymnopoulosThe Visual Computing Lab, Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thessaloniki, Greece.ORCID 0000-0003-3310-102X
Kosmas DimitropoulosThe Visual Computing Lab, Information Technologies Institute, Centre for Research and Technology Hellas, 57001 Thessaloniki, Greece.ORCID 0000-0003-1584-7047
Anagnostis ArgiriouInstitute of Applied Biosciences, Center for Research and Technology Hellas, 57001 Thessaloniki, Greece.ORCID 0000-0002-9164-632X

Funding

European Union 817732Sus.Agri.Food National program 2024NA119000001
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Artificial IntelligenceGastrointestinal MicrobiomePrecision MedicineAdultBacteriaDietFecesFemaleHumansMaleRNA, Ribosomal, 16SRNA, Ribosomal, 16Sartificial intelligencegut microbiomehuman healthpersonalized nutrition

Identifiers

PMID40219016
PMCPMC11990151

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.