Related Experiment Video
Updated: Jan 26, 2026

Combining Augmented Reality and 3D Printing to Display Patient Models on a Smartphone
Published on: January 2, 2020
Augmenting the Jeffrey Modell Criteria for Optimising Screening for Inborn Errors of Immunity
Reetika Malik Yadav1, Lavina Temkar1, Umair Ahmed Bargir1
1Department of Pediatric Immunology and Leucocyte Biology, ICMR- National Institute of Immunohaematology, Mumbai, India.
None:
Jeffrey Modell warning signs have been used to guide screening for inborn errors of immunity (IEIs) for over three decades now, but may lack sensitivity for noninfectious presentations. Our study explored JMF signs along with additional signs and some laboratory parameters and assessed their effectiveness for guiding molecular screening for IEIs. We retrospectively analysed 100 patients suspected of IEI referred to ICMR-National Institute of Immunohaematology from immunology clinics who underwent whole-exome sequencing (WES), with pathogenic (n = 50) and no variants (n = 50). We evaluated clinical presentations other than JMF-autoimmunity, autoinflammation, vaccine complications, fever with bi-cytopenia, consanguinity and laboratory parameters-absolute lymphocyte count, low naïve T cell (%) and hypogammaglobulinaemia at initial presentation. Thirty-two models with different combinations of additional signs along with JMF score were evaluated based on the AIC score to determine the best model. The model was validated on WES results of 219 patients. The JMF scores of the pathogenic/likely pathogenic group (3.54 ± 1.92) were significantly higher than those of the no variants group (1.34 ± 1.28) (p < 0.05). The best model, inclusive of consanguinity, presence of autoimmunity, vaccine complications, hypogammaglobulinaemia and low naïve T cell (%) with JMF, had a sensitivity and specificity of 82% and 67%, respectively, compared to sensitivity and specificity of 84% and 61% for JMF alone. Our study shows that the presence of any two among parental consanguinity, presence of autoimmunity, vaccine complications and low naïve T cell (%) improves the specificity of JMF criteria in guiding molecular screening for IEIs.
Related Concept Videos
Inborn Errors of Metabolism
Criteria for Causality: Bradford Hill Criteria - II
Criteria for Causality: Bradford Hill Criteria - I
Systematic Error: Methodological and Sampling Errors
Sampling errors originate from improper sampling methods or the wrong sample population. These errors can be minimized by refining the sampling strategy. Defective instruments or faulty calibrations are the sources of instrumental...
Fundamental Attribution Error
Random Error

