Evidence map›Paper›PMID 40048704›Full record

ArticleGenetics2025

The Unified Phenotype Ontology : a framework for cross-species integrative phenomics.

Nicolas Matentzoglu, Susan M Bello, Ray Stefancsik, Sarah M Alghamdi, Anna V Anagnostopoulos, James P Balhoff, Meghan A Balk, Yvonne M Bradford, Yasemin Bridges, Tiffany J Callahan and 36 more

Abstract read
In one paragraph

Article in Genetics, 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.

  1. Utterance evolution: the road to generative, combinatorial communicators.Biological reviews of the Cambridge Philosophical Society · 2026
    Review
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

46 authors.

Nicolas MatentzogluSemanticly, Ermou 56, Athens, 10563, Attiki, Greece.ORCID 0000-0002-7356-1779
Susan M BelloThe Jackson Laboratory, Bar Harbor, ME 04609, USA.
Ray StefancsikEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.
Sarah M AlghamdiKing Abdullah University of Science and Technology, Computer, Electrical & Mathematical Sciences and Engineering Division, Computational Bioscience Research Center, Thuwal, 23955-6900, Saudi Arabia.
Anna V AnagnostopoulosThe Jackson Laboratory, Bar Harbor, ME 04609, USA.
James P BalhoffRenaissance Computing Institute, University of North Carolina at Chapel Hill, Chapel Hill, NC 27517, USA.
Meghan A BalkNatural History Museum, University of Oslo, Oslo 0562, Norway.
Yvonne M BradfordThe Institute of Neuroscience, University of Oregon, 5291 University of Oregon, Eugene, OR 97403-5291, USA.
Yasemin BridgesWilliam Harvey Research Institute, Queen Mary University of London, London, E14 NS, UK.
Tiffany J CallahanDepartment of Biomedical Informatics, Columbia University Irving Medical Center, Columbia University, New York, NY 10032, USA.
Harry CaufieldDivision of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
Alayne CuzickDepartment of Biointeractions and Crop Protection, Rothamsted Research, West Common, Harpenden, AL52 JQ, UK.ORCID 0000-0001-8941-3984
Leigh C CarmodyThe Jackson Laboratory, Bar Harbor, ME 04609, USA.
Anita R CaronEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.
Vinicius de SouzaEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.
Stacia R EngelDepartment of Genetics, Stanford University, Palo Alto, CA 94304, USA.ORCID 0000-0001-5472-917X
Petra FeyCenter for Genetic Medicine, Northwestern University, Chicago, IL 60611, USA.
Malcolm FisherDivision of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.ORCID 0000-0003-1074-8103
Sarah GehrkeDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA.
Christian GroveDivision of Biology and Biological Engineering, California Institute of Technology, Pasadena, CA 91125, USA.
Peter HansenUniversitätsmedizin Berlin, Berlin Institute of Health at Charité, Anna-Louisa-Karsch-Straße 2, Berlin 10178, Germany.ORCID 0000-0001-5535-2845
Nomi L HarrisDivision of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
Midori A HarrisDepartment of Biochemistry, University of Cambridge, Cambridge, CB21 TN, UK.
Laura HarrisEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.ORCID 0000-0003-4312-7223
Arwa IbrahimEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.
Julius O B JacobsenWilliam Harvey Research Institute, Queen Mary University of London, London, E14 NS, UK.
Sebastian KöhlerAda Health GmbH, Neue Grünstraße 17, Berlin 10179, Germany.
Julie A McMurryDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA.
Violeta Munoz-FuentesUNEP-WCMC, Cambridge CB3 0DL, UK.
Monica C Munoz-TorresDepartment of Biomedical Informatics, University of Colorado, Anschutz Medical Campus, University of Colorado, Aurora, CO 80045, USA.ORCID 0000-0001-8430-6039
Helen ParkinsonEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.
Zoë M PendlingtonEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.
Clare PilgrimDepartment of Biochemistry, University of Cambridge, Cambridge, CB21 TN, UK.
Sofia M C RobbStowers Institute for Medical Research, Kansas City, MO 64110, USA.
Peter N RobinsonUniversitätsmedizin Berlin, Berlin Institute of Health at Charité, Anna-Louisa-Karsch-Straße 2, Berlin 10178, Germany.
James SeagerDepartment of Biointeractions and Crop Protection, Rothamsted Research, West Common, Harpenden, AL52 JQ, UK.ORCID 0000-0001-7487-610X
Erik SegerdellDivision of Developmental Biology, Cincinnati Children's Hospital Medical Center, Cincinnati, OH 45229, USA.
Damian SmedleyWilliam Harvey Research Institute, Queen Mary University of London, London, E14 NS, UK.ORCID 0000-0002-5836-9850
Elliot SollisEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.ORCID 0000-0003-1322-388X
Sabrina ToroDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA.
Nicole VasilevskyCritical Path Institute, Tucson, AZ 85718, USA.
Valerie WoodDepartment of Biochemistry, University of Cambridge, Cambridge, CB21 TN, UK.ORCID 0000-0001-6330-7526
Melissa A HaendelDepartment of Genetics, University of North Carolina at Chapel Hill, Chapel Hill, NC 27514, USA.
Christopher J MungallDivision of Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA.
James A McLaughlinEuropean Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Hinxton, Cambridgeshire, CB10 1SD, UK.ORCID 0000-0002-8361-2795
David Osumi-SutherlandWellcome Sanger Institute, Hinxton, Saffron Walden CB10 1RQ, UK.

Funding

SOFTWARE AND DATABASE SYSTEM DEVELOPMENTP41HG000330 · NHGRI · JACKSON LABORATORY · PI EPPIG, JANAN T. · 1995 to 2010
$72.1M
Text mining in the CloudU24HG010859 · NHGRI · CALIFORNIA INSTITUTE OF TECHNOLOGY · PI CAROL J BULT, PAUL Warren STERNBERG · 2019 to 2026
$42.0M
Resource ProjectU41HG002273 · NHGRI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHERRY, J. MICHAEL, MUNGALL, CHRISTOPHER J · 2012 to 2021
$34.7M
ZFIN: The Zebrafish Model Organism DatabaseU41HG002659 · NHGRI · UNIVERSITY OF OREGON · PI HOWE, DOUGLAS GORDON · 2011 to 2020
$30.7M
Genomic Resource for the Yeast SaccharomycesU41HG001315 · NHGRI · STANFORD UNIVERSITY · PI CHERRY, J. MICHAEL · 2011 to 2020
$26.4M
Xenbase: the Xenopus Model Organism KnowledgebaseP41HD064556 · NICHD · CINCINNATI CHILDRENS HOSP MED CTR · PI Aaron M Zorn · 2010 to 2026
$24.9M
Mouse Genome Database (MGD): A Core Knowledge Resource for Functional Characterization of the Human GenomeU24HG000330 · NHGRI · JACKSON LABORATORY · PI CAROL J BULT, Cynthia Louise Smith · 2021 to 2026
$20.5M
Mouse Phenotyping Informatics Infrastructure - MP12UM1HG006370 · NHGRI · EUROPEAN MOLECULAR BIOLOGY LABORATORY · PI Pilar Cacheiro Martinez, Helen Elizabeth Parkinson · 2016 to 2026
$20.4M
The Monarch Initiative: Linking Diseases to Model Organism ResourcesR24OD011883 · OD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HAENDEL, MELISSA A, MUNGALL, CHRISTOPHER J · 2012 to 2024
$16.0M
Gene Ontology Consortium and KnowledgebaseU24HG012212 · NHGRI · UNIVERSITY OF SOUTHERN CALIFORNIA · PI CHRISTOPHER J MUNGALL, PAUL Warren STERNBERG · 2022 to 2026
$11.6M
Improvements to the LinkML framework to support the Phenomics First open science resourceRM1HG010860 · NHGRI · UNIV OF NORTH CAROLINA CHAPEL HILL · PI HAENDEL, MELISSA A, MUNGALL, CHRISTOPHER J · 2020 to 2024
$10.3M
The Human Phenotype Ontology: Accelerating Computational Integration of Clinical Data for GenomicsU24HG011449 · NHGRI · JACKSON LABORATORY · PI Peter Nicholas Robinson · 2021 to 2026
$6.7M
Alliance of Genome Resources U24HG010859)BBSRC Growing Health BB/X010953/1BiogenCelgeneCenter of Excellence in Genomic ScienceDelivering Sustainable Wheat BB/X011003/1Dicty database and Stock CenterEMBL-EBIEMBL-EBI Core Funds 7R24 OD011883Gene Ontology Consortium U41HG002273GSKNHGRI NIH HHS 1U24HG012542-01NHGRI NIH HHS P41 HG000330NHGRI NIH HHS RM1 HG010860NHGRI NIH HHS U24 HG000330NHGRI NIH HHS U24 HG010859NHGRI NIH HHS U24 HG011449NHGRI NIH HHS U24 HG012212NHGRI NIH HHS U24 HG012542NHGRI NIH HHS U41 HG001315NHGRI NIH HHS U41 HG002273NHGRI NIH HHS U41 HG002659NHGRI NIH HHS UM1 HG006370NICHD NIH HHS P41 HD064556NIH HHS #5R24 OD011883NIH HHS OD R24 OD011883NIH HHS R24 OD011883NIH National Human Genome Research Institute Phenomics First Resource NIH-NHGRI # 5RM1 HG010860ODCDC CDC HHSOffice of Basic Energy SciencesOffice of ScienceOpen TargetsSanofiTakedaUS Department of Energy DE-AC0205CH11231Wellcome Grant 218236/Z/19/ZWellcome Trust 218236Wellcome Trust 226924
6 · The paper itself

Abstract

Phenotypic data are critical for understanding biological mechanisms and consequences of genomic variation, and are pivotal for clinical use cases such as disease diagnostics and treatment development. For over a century, vast quantities of phenotype data have been collected in many different contexts covering a variety of organisms. The emerging field of phenomics focuses on integrating and interpreting these data to inform biological hypotheses. A major impediment in phenomics is the wide range of distinct and disconnected approaches to recording the observable characteristics of an organism. Phenotype data are collected and curated using free text, single terms or combinations of terms, using multiple vocabularies, terminologies, or ontologies. Integrating these heterogeneous and often siloed data enables the application of biological knowledge both within and across species. Existing integration efforts are typically limited to mappings between pairs of terminologies; a generic knowledge representation that captures the full range of cross-species phenomics data is much needed. We have developed the Unified Phenotype Ontology (uPheno) framework, a community effort to provide an integration layer over domain-specific phenotype ontologies, as a single, unified, logical representation. uPheno comprises (1) a system for consistent computational definition of phenotype terms using ontology design patterns, maintained as a community library; (2) a hierarchical vocabulary of species-neutral phenotype terms under which their species-specific counterparts are grouped; and (3) mapping tables between species-specific ontologies. This harmonized representation supports use cases such as cross-species integration of genotype-phenotype associations from different organisms and cross-species informed variant prioritization.

Indexed as

Biological OntologiesPhenomicsPhenotypeAnimalsHumansintegrationontologyphenotypesemantics

Identifiers

PMID40048704
PMCPMC11912833

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.