Standardised Human Phenotype Ontology Annotation Enables High Quality Phenotypic Data Capture in a Real-World Common Variable Immunodeficiency Cohort.

Authors

Luiza C Campos, Émeline Favreau, Daniel Greene, Justyna Blach, Moira Thomas, Khuloud Alsehaim, Leman Mutlu, Sara Elhadari, Archana Herwadkar, Julia Payne, Charley Lever, Dina Mahmoud, Fernando Moreira, Mary O'Sullivan, Maxine Berry, George Twigg, Alice C J Hart, Nehal Joshi, Stewart Fuller, INTREPID Consortium, Kenneth G C Smith, Ernest Turro, Matthew C Cook, Chris Wallace, Siobhan O Burns

Published in

The Journal of allergy and clinical immunology. Sep 21, 2026. Epub Sep 21, 2026.

Abstract

Patients with Common Variable Immunodeficiency (CVID) exhibit diverse clinical manifestations, indicating heterogeneity in pathogenic mechanisms. Systematic application of standardised phenotyping in large cohorts is essential to dissect this heterogeneity. The Human Phenotype Ontology (HPO) provides a structured framework for capturing and comparing disease phenotypes.
To evaluate the application of systematic HPO-based phenotyping in CVID patients enrolled for whole-genome sequencing in a large national adult primary immunodeficiency cohort.
We developed a web-based Phenotype Capture Tool and delivered structured clinician training to standardise HPO annotation. Numerical laboratory parameters were mapped to corresponding HPO terms to enrich patient records.
We coded the phenotypes of 526 CVID patients across 11 UK centres. Clinician training increased phenotype granularity and improved phenotyping consistency between clinicians. We assigned 883 unique HPO terms across the cohort and applied logical rules to the terms to classify patients into an infection-only group and a complex phenotype group (42% vs 58%, respectively). Patients in the complex phenotype group were significantly more likely to have reduced switched memory and expanded CD21^low B cells, as well as pathogenic variants in IUIS-listed genes overall and pathogenic NFKB1 variants specifically. Having a pathogenic variant in an IUIS-listed gene was associated with Autoimmune hemolytic anemia [HP:0001890] and having a pathogenic NFKB1 variant specifically was associated with Autoimmune neutropenia [HP:0001904].
This is the first study to systematically collect granular HPO-coded phenotypes in a large real-world CVID cohort, refining the CVID landscape and providing a comprehensive CVID HPO term set relevant for international research.

PMID:
42767568
Bibliographic data and abstract were imported from PubMed on 22 Sep 2026.

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