Related Experiment Video
Updated: Sep 23, 2026

A Semi-automated Approach to Preparing Antibody Cocktails for Immunophenotypic Analysis of Human Peripheral Blood
Published on: February 8, 2016
Standardised Human Phenotype Ontology Annotation Enables High Quality Phenotypic Data Capture in a Real-World Common
Luiza C Campos1, Émeline Favreau2, Daniel Greene3
1University College London Institute of Immunity and Transplantation; Department of Immunology, Royal Free London NHS Foundation Trust.
Background:
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.
Objective:
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.
Methods:
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.
Results:
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 CD21low 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].
Conclusion:
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.
Related Concept Videos
Immunodeficiency Diseases
There are three main causes of immunodeficiency disorders...
Genome-wide Association Studies-GWAS
GWAS does not require the identification of the target gene involved in...
Polygenic Traits
Multiple Allele Traits
Development of Immunocompetence
The initial cells that migrate from the fetal thymus settle within the skin and epithelial tissues lining the mouth, digestive tract, and in females, the uterus and vagina. These cells, including skin-based dendritic cells, serve as antigen-presenting cells, playing a key role in T cell activation.
Subsequent T...
