Unknown

Dataset Information

0

Targeted Proteomics Reveals Inflammatory Pathways that Classify Immune Dysregulation in Common Variable Immunodeficiency.


ABSTRACT: Patients with common variable immunodeficiency (CVID) can develop immune dysregulation complications such as autoimmunity, lymphoproliferation, enteritis, and malignancy, which cause significant morbidity and mortality. We aimed to (i) assess the potential of serum proteomics in stratifying patients with immune dysregulation using two independent cohorts and (ii) identify cytokine and chemokine signaling pathways that underlie immune dysregulation in CVID. A panel of 180 markers was measured in two multicenter CVID cohorts using Olink Protein Extension Assay technology. A classification algorithm was trained to distinguish CVID with immune dysregulation (CVIDid, n?=?14) from CVID with infections only (CVIDio, n?=?16) in the training cohort, and validated on a second testing cohort (CVIDid n?=?23, CVIDio n?=?24). Differential expression in both cohorts was used to determine relevant signaling pathways. An elastic net classifier using MILR1, LILRB4, IL10, IL12RB1, and CD83 could discriminate between CVIDid and CVIDio patients with a sensitivity of 0.83, specificity of 0.75, and area under the curve of 0.73 in an independent testing cohort. Activated pathways (fold change >?1.5, FDR-adjusted p?

SUBMITTER: Berbers RM 

PROVIDER: S-EPMC7858548 | biostudies-literature | 2021 Feb

REPOSITORIES: biostudies-literature

altmetric image

Publications

Targeted Proteomics Reveals Inflammatory Pathways that Classify Immune Dysregulation in Common Variable Immunodeficiency.

Berbers Roos-Marijn RM   Drylewicz Julia J   Ellerbroek Pauline M PM   van Montfrans Joris M JM   Dalm Virgil A S H VASH   van Hagen P Martin PM   Keller Baerbel B   Warnatz Klaus K   van de Ven Annick A   van Laar Jaap M JM   Nierkens Stefan S   Leavis Helen L HL  

Journal of clinical immunology 20201115 2


Patients with common variable immunodeficiency (CVID) can develop immune dysregulation complications such as autoimmunity, lymphoproliferation, enteritis, and malignancy, which cause significant morbidity and mortality. We aimed to (i) assess the potential of serum proteomics in stratifying patients with immune dysregulation using two independent cohorts and (ii) identify cytokine and chemokine signaling pathways that underlie immune dysregulation in CVID. A panel of 180 markers was measured in  ...[more]

Similar Datasets

| S-EPMC7892472 | biostudies-literature
2014-01-09 | E-GEOD-51406 | biostudies-arrayexpress
| S-EPMC8452589 | biostudies-literature
| S-EPMC3776283 | biostudies-literature
2015-09-02 | GSE72625 | GEO
2014-01-09 | GSE51406 | GEO
2014-01-09 | E-GEOD-51404 | biostudies-arrayexpress
2014-01-09 | E-GEOD-51405 | biostudies-arrayexpress
2015-09-02 | E-GEOD-72625 | biostudies-arrayexpress