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The Human Phenotype Ontology in 2021

Journal Article · · Nucleic Acids Research
DOI:https://doi.org/10.1093/nar/gkaa1043· OSTI ID:1828340
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  1. Ada Health GmbH, Berlin, Germany; Monarch Initiative
  2. Monarch Initiative; The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA
  3. Monarch Initiative; Semanticly Ltd, London, UK; European Bioinformatics Institute (EMBL-EBI)
  4. Translational and Clinical Research Institute, Newcastle University, Newcastle upon Tyne, UK; Clinical Neurosciences, Newcastle upon Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK
  5. Monarch Initiative; Oregon Clinical & Translational Research Institute, Oregon Health & Science University
  6. Department of Neurosciences, Rehabilitation, Ophthalmology, Genetics, and Maternal and Child Health, University of Genoa, Genoa, Italy; Pediatric Neurology and Muscular Diseases Unit, IRCCS ‘G. Gaslini’ Institute, Genoa, Italy
  7. Western Australian Register of Developmental Anomalies, King Edward memorial Hospital, Perth, Australia; Telethon Kids Institute and the Division of Paediatrics, Faculty of Helath and Medical Sciences, University of Western Australia, Perth, Australia
  8. American College of Medical Genetics and Genomics (ACMG), Bethesda, MD, USA
  9. Computational Bioscience Program, University of Colorado Anschutz Medical Campus, Colorado, USA
  10. Johns Hopkins University Schools of Medicine, Public Health, and Nursing
  11. Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany
  12. Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; Department of Biomedical and Health Informatics (DBHi), Children's Hospital of Philadelphia, Philadelphia, PA, USA
  13. Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany; Ludwig-Maximilians University, German Center for Lung Research (DZL), Munich, Germany
  14. Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria
  15. Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria; CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria; Institute for Systems Genomics, University of Connecticut, Farmington, CT 06032, USA
  16. INSERM, US14––Orphanet, Plateforme Maladies Rares, Paris, France
  17. Monarch Initiative; Environmental Genomics and Systems Biology, Lawrence Berkeley National Laboratory, Berkeley CA, USA
  18. Department of Pediatrics, Dr. von Hauner Children's Hospital, University Hospital, Ludwig-Maximilians-Universität München, Munich, Germany; German Centre for Infection Research (DZIF), Munich, Germany
  19. Unit for Laboratory Animal Medicine, Department of Microbiology and Immunology, Center for Computational Medicine and Bioinformatics, University of Michigan Medical School, Ann Arbor, MI, USA
  20. FutureNeuro, SFI Research Centre for Chronic and Rare Neurological Diseases, Ireland
  21. Institute for Immunodeficiency, Center for Chronic Immunodeficiency (CCI). Faculty of Medicine, Medical Center - University of Freiburg, Freiburg, Germany; Centre for Biobanking FREEZE, Faculty of Medicine, Medical Center - University of Freiburg, Freiburg, Germany
  22. Luxembourg Centre for Systems Biomedicine, University of Luxembourg, L-4367 Belvaux, Luxembourg
  23. Monarch Initiative; Translational and Integrative Sciences Center, Department of Environmental and Molecular Toxicology, Oregon State University, OR, USA
  24. WA Register of Developmental Anomalies; Curtin University, Western Australia, Australia
  25. Division of Kidney-Urologic Pathology, Johns Hopkins University, Baltimore, MD 21205, USA
  26. SimulConsult, Inc., Chestnut Hill, MA, USA
  27. Research Unit for Pediatric Hematology and Immunology, Division of Pediatric Hemato-Oncology, Department of Pediatrics and Adolescent Medicine, Medical University of Graz, Graz, Austria
  28. The William Harvey Research Institute, Charterhouse Square Barts and the London School of Medicine and Dentistry Queen Mary University of London, London EC1M 6BQ, UK
  29. Genomic Research Department, Emedgene Technologies, Tel Aviv, Israel; Faculty of Medicine, Hebrew University Hadassah Medical School, Jerusalem, Israel
  30. West Australian Register of Developmental Anomalies, East Perth, WA, Australia
  31. Rare Disease Ghana Initiative, Ghana
  32. Division of Neurology, Children's Hospital of Philadelphia, Philadelphia, PA, USA; The Epilepsy NeuroGenetics Initiative (ENGIN), Children's Hospital of Philadelphia, PA, USA
  33. Human Genetics, Bioscientia GmbH, Ingelheim, Germany
  34. Department of Neurology, University of Pennsylvania, Perelman School of Medicine, Philadelphia, PA, USA; The Epilepsy NeuroGenetics Initiative (ENGIN), Children's Hospital of Philadelphia, Philadelphia, PA, USA
  35. Monarch Initiative; Oregon Clinical & Translational Research Institute, Oregon Health & Science University; Translational and Integrative Sciences Center, Department of Environmental and Molecular Toxicology, Oregon State University, OR, USA
  36. Monarch Initiative; The Jackson Laboratory for Genomic Medicine, Farmington, CT, USA; Institute for Systems Genomics, University of Connecticut, Farmington, CT 06032, USA
The Human Phenotype Ontology (HPO, https://hpo.jax.org) was launched in 2008 to provide a comprehensive logical standard to describe and computationally analyze phenotypic abnormalities found in human disease. The HPO is now a worldwide standard for phenotype exchange. The HPO has grown steadily since its inception due to considerable contributions from clinical experts and researchers from a diverse range of disciplines. Here, we present recent major extensions of the HPO for neurology, nephrology, immunology, pulmonology, newborn screening, and other areas. For example, the seizure subontology now reflects the International League Against Epilepsy (ILAE) guidelines and these enhancements have already shown clinical validity. We present new efforts to harmonize computational definitions of phenotypic abnormalities across the HPO and multiple phenotype ontologies used for animal models of disease. These efforts will benefit software such as Exomiser by improving the accuracy and scope of cross-species phenotype matching. The computational modeling strategy used by the HPO to define disease entities and phenotypic features and distinguish between them is explained in detail. We also report on recent efforts to translate the HPO into indigenous languages. Finally, we summarize recent advances in the use of HPO in electronic health record systems.
Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Organization:
E-Rare-3; Monarch R24; NHGRI Phenomics; Solve-RD; USDOE Office of Science (SC), Biological and Environmental Research (BER)
Contributing Organization:
HPO Team
Grant/Contract Number:
AC02-05CH11231
OSTI ID:
1828340
Journal Information:
Nucleic Acids Research, Journal Name: Nucleic Acids Research Journal Issue: D1 Vol. 49; ISSN 0305-1048
Publisher:
Oxford University PressCopyright Statement
Country of Publication:
United States
Language:
English

References (60)

PhenomeCentral: A Portal for Phenotypic and Genotypic Matchmaking of Patients with Rare Genetic Diseases journal August 2015
Increasing phenotypic annotation improves the diagnostic rate of exome sequencing in a rare neuromuscular disorder journal June 2019
The Mammalian Phenotype Ontology as a unifying standard for experimental and high-throughput phenotyping data journal September 2012
Human Inborn Errors of Immunity: 2019 Update on the Classification from the International Union of Immunological Societies Expert Committee journal January 2020
Clinical features of benign convulsions with mild gastroenteritis journal December 2002
Data-driven method to enhance craniofacial and oral phenotype vocabularies journal November 2019
The Human Phenotype Ontology: A Tool for Annotating and Analyzing Human Hereditary Disease journal November 2008
DECIPHER: Database of Chromosomal Imbalance and Phenotype in Humans Using Ensembl Resources journal April 2009
Phevor Combines Multiple Biomedical Ontologies for Accurate Identification of Disease-Causing Alleles in Single Individuals and Small Nuclear Families journal April 2014
Deep Phenotyping on Electronic Health Records Facilitates Genetic Diagnosis by Clinical Exomes journal July 2018
A Recurrent Missense Variant in AP2M1 Impairs Clathrin-Mediated Endocytosis and Causes Developmental and Epileptic Encephalopathy journal June 2019
Interpretable Clinical Genomics with a Likelihood Ratio Paradigm journal September 2020
Semantic Similarity Analysis Reveals Robust Gene-Disease Relationships in Developmental and Epileptic Encephalopathies journal October 2020
An ontology-based classification of Ebstein's anomaly and its implications in clinical adverse outcomes journal October 2020
The European Society for Immunodeficiencies (ESID) Registry Working Definitions for the Clinical Diagnosis of Inborn Errors of Immunity journal July 2019
eXtasy: variant prioritization by genomic data fusion journal September 2013
Phen-Gen: combining phenotype and genotype to analyze rare disorders journal August 2014
Next-generation diagnostics and disease-gene discovery with the Exomiser journal November 2015
Foundation of the Newborn Screening Translational Research Network and its tools for research journal November 2018
Phenotate: crowdsourcing phenotype annotations as exercises in undergraduate classes journal May 2020
Modelling kidney disease using ontology: insights from the Kidney Precision Medicine Project journal September 2020
Identifying facial phenotypes of genetic disorders using deep learning journal January 2019
PathoPhenoDB, linking human pathogens to their phenotypes in support of infectious disease research journal June 2019
Semantic integration of clinical laboratory tests from electronic health records for deep phenotyping and biomarker discovery journal May 2019
A Proposed Diagnostic Scheme for People with Epileptic Seizures and with Epilepsy: Report of the ILAE Task Force on Classification and Terminology journal June 2001
Ontologies, Knowledge Representation, and Machine Learning for Translational Research: Recent Contributions journal August 2020
Predictors of Epilepsy in Children Who Have Experienced Febrile Seizures journal November 1976
Classification, Ontology, and Precision Medicine journal October 2018
Phenopolis: an open platform for harmonization and analysis of genetic and phenotypic data journal March 2017
Generalized epilepsy with febrile seizures plus. A genetic disorder with heterogeneous clinical phenotypes journal March 1997
Representing glycophenotypes: semantic unification of glycobiology resources for disease discovery journal January 2019
Feasibility and utility of applications of the common data model to multiple, disparate observational health databases journal February 2015
Improving the phenotype risk score as a scalable approach to identifying patients with Mendelian disease journal October 2019
ZFIN: enhancements and updates to the zebrafish model organism database journal October 2010
The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data journal November 2013
DECIPHER: database for the interpretation of phenotype-linked plausibly pathogenic sequence and copy-number variation journal October 2013
The Human Phenotype Ontology in 2017 journal November 2016
Expansion of the Human Phenotype Ontology (HPO) knowledge base and resources journal November 2018
OMIM.org: leveraging knowledge across phenotype–gene relationships journal November 2018
The Monarch Initiative in 2019: an integrative data and analytic platform connecting phenotypes to genotypes across species journal November 2019
A definition and classification of status epilepticus - Report of the ILAE Task Force on Classification of Status Epilepticus journal September 2015
Operational classification of seizure types by the International League Against Epilepsy: Position Paper of the ILAE Commission for Classification and Terminology journal March 2017
ILAE classification of the epilepsies: Position paper of the ILAE Commission for Classification and Terminology journal March 2017
Epileptic Seizures and Epilepsy: Definitions Proposed by the International League Against Epilepsy (ILAE) and the International Bureau for Epilepsy (IBE) journal April 2005
Semiological Seizure Classification* journal September 1998
Serving the enterprise and beyond with informatics for integrating biology and the bedside (i2b2) journal February 2010
Simulconsult: www.simulconsult.com journal October 2005
International management platform for children’s interstitial lung disease (chILD-EU) journal October 2017
Worm Phenotype Ontology: Integrating phenotype data within and beyond the C. elegans community journal January 2011
The Drosophila phenotype ontology journal January 2013
Unification of multi-species vertebrate anatomy ontologies for comparative biology in Uberon journal January 2014
Categorizing diffuse parenchymal lung disease in children journal September 2015
Interoperability between phenotypes in research and healthcare terminologies—Investigating partial mappings between HPO and SNOMED CT journal February 2016
Dead simple OWL design patterns journal June 2017
LOINC, a Universal Standard for Identifying Laboratory Observations: A 5-Year Update journal April 2003
Identifying Clinical Terms in Medical Text Using Ontology-Guided Machine Learning journal January 2019
WebProtégé: A collaborative ontology editor and knowledge acquisition tool for the Web journal January 2013
Integrating Next-Generation Sequencing in the Clinical Pharmacogenomics Workflow journal April 2019
Xenbase: Facilitating the Use of Xenopus to Model Human Disease journal February 2019
Categorizing diffuse parenchymal lung disease in children collection January 2015

Cited By (7)

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Additional file 3 of Comparative yield of molecular diagnostic algorithms for autism spectrum disorder diagnosis in India: evidence supporting whole exome sequencing as first tier test dataset January 2023
Additional file 4 of Comparative yield of molecular diagnostic algorithms for autism spectrum disorder diagnosis in India: evidence supporting whole exome sequencing as first tier test dataset January 2023
Additional file 1 of Using multi-scale genomics to associate poorly annotated genes with rare diseases dataset January 2024
Additional file 1 of The mechanistic functional landscape of retinitis pigmentosa: a machine learning-driven approach to therapeutic target discovery dataset January 2024
Additional file 1 of Phenotypic and genetic analysis of children with unexplained neurodevelopmental delay and neurodevelopmental comorbidities in a Chinese cohort using trio-based whole-exome sequencing dataset January 2024

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