Evidence map›Paper›PMID 42298649›Full record

ArticleOrphanet journal of rare diseases2026

Refining Human Phenotype Ontology (HPO) to enable better phenotype-genotype integration in systemic autoimmune rheumatic diseases.

Anastasia-Vasiliki Madenidou, Gillian I Rice, Sarah Dyball, Ben Parker, Ariane L Herrick, Hector Chinoy, Adam Stevens, Ian N Bruce, Tracy A Briggs

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Article in Orphanet journal of rare diseases, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Anastasia-Vasiliki MadenidouCentre for Musculoskeletal Research, The University of Manchester, Manchester, UK. anastasia.madenidou@manchester.ac.uk.ORCID http://orcid.org/0000-0002-7382-9958
Gillian I RiceDivision of Evolution, Infection and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.
Sarah DyballCentre for Musculoskeletal Research, The University of Manchester, Manchester, UK.
Ben ParkerThe Kellgren Centre for Rheumatology, Manchester Royal Infirmary, Manchester University NHS Foundation Trust, Manchester, UK.
Ariane L HerrickScleroderma and Raynaud's Research Group, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, Salford Care Organisation, Northern Care Alliance NHS Foundation Trust, The University of Manchester, Manchester, UK.
Hector ChinoyCentre for Genetics and Genomics Versus Arthritis, Centre for Musculoskeletal Research, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester, UK.
Adam StevensDivision of Developmental Biology and Medicine, Faculty of Biology, Medicine and Health, University of Manchester and Manchester Academic Health Science Centre, Manchester, UK.
Ian N BruceCentre for Musculoskeletal Research, The University of Manchester, Manchester, UK.
Tracy A BriggsDivision of Evolution, Infection and Genomic Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK.

Funding

Johnson and Johnson Johnson and JohnsonManchester Biomedical Research Centre NIHR203308
6 · The paper itself

Abstract

backgroundThe Human Phenotype Ontology (HPO) provides a standardised framework for disease-phenotype associations. Given the complexity of systemic autoimmune rheumatic diseases (SARDs) and the absence of prior evaluations, we aimed to assess the completeness of HPO terms capturing SARD-related phenotypic features and SARD-phenotype associations.

methodsWhole-exome sequencing was performed in 111 individuals from the LEAP (Lupus Extended Autoimmune Phenotype) cohort, a cohort of adult and paediatric SARD patients, who had at least one feature suggestive of a monogenic disease. We evaluated the completeness of HPO annotations relative to documented phenotypic data and SARD diagnoses. We also explored the potential added value of these terms descriptively and by using a phenotype-based genomic tool, Emedgene.

resultsAt least one missing HPO term occurred in 36.9% of our patients. Five patient features could not be mapped to existing HPO terms: anti-chromatin antibody, autoimmune hepatitis, scleroderma renal crisis, shrinking lung syndrome, and tenosynovitis. The HPO term "scleroderma" was misdefined, and six HPO terms did not include six linked SARDs in the respective disease-association section. In a random sample of 10 SARD patients, we also demonstrated that HPO terms affect the gene variant prioritisation on the Emedgene platform.

conclusionsThis is the first study to examine the HPO term coverage in SARDs and assess the potential impact of missing terms. We have proposed to the HPO hub the inclusion of absent or misdefined terms and the addition of missing SARD-HPO term associations. We anticipate that expanding the HPO will enhance our ability to characterise the genetic basis of SARDs.

Indexed as

Autoimmune DiseasesRheumatic DiseasesAdultChildExome SequencingFemaleGenotypeHumansMalePhenotypeAutoimmunityGeneticsGenomicsHPOLupusPhenotypeSARDsSclerodermaTenosynovitisWES

Identifiers

PMID42298649
PMCPMC13495302

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