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

被引:27
作者
Berbers, Roos-Marijn [1 ,2 ]
Drylewicz, Julia [2 ,3 ]
Ellerbroek, Pauline M. [2 ,4 ]
van Montfrans, Joris M. [2 ,5 ]
Dalm, Virgil A. S. H. [6 ,7 ]
van Hagen, P. Martin [6 ,7 ]
Keller, Baerbel [8 ,9 ]
Warnatz, Klaus [8 ,9 ]
van de Ven, Annick [10 ,11 ]
van Laar, Jaap M. [1 ,2 ]
Nierkens, Stefan [2 ,3 ]
Leavis, Helen L. [1 ,2 ]
机构
[1] Univ Med Ctr Utrecht, Dept Rheumatol & Clin Immunol, Heidelberglaan 100, NL-3584 CX Utrecht, Netherlands
[2] Univ Utrecht, Heidelberglaan 100, NL-3584 CX Utrecht, Netherlands
[3] Univ Med Ctr Utrecht, Ctr Translat Immunol, Utrecht, Netherlands
[4] Univ Med Ctr Utrecht, Dept Internal Med & Infect Dis, Utrecht, Netherlands
[5] Univ Med Ctr Utrecht, Dept Pediat Immunol & Infect Dis, Utrecht, Netherlands
[6] Erasmus Univ, Med Ctr Rotterdam, Dept Internal Med, Div Clin Immunol,Dept Immunol, Rotterdam, Netherlands
[7] Erasmus Univ, Med Ctr Rotterdam, Acad Ctr Rare Immunol Dis RIDC, Rotterdam, Netherlands
[8] Univ Freiburg, Dept Rheumatol & Clin Immunol, Fac Med, Med Ctr, Freiburg, Germany
[9] Univ Freiburg, Ctr Chron Immunodeficiency CCI, Fac Med, Med Ctr, Freiburg, Germany
[10] Univ Med Ctr Groningen, Dept Internal Med & Allergol, Groningen, Netherlands
[11] Univ Med Ctr Groningen, Dept Rheumatol & Clin Immunol, Groningen, Netherlands
关键词
Immune dysregulation; Common variable immunodeficiency (CVID); Cytokines; Biomarkers; Prediction; Primary immunodeficiency; INTERSTITIAL LUNG-DISEASE; T-CELLS; DEFICIENCY; LAG-3; ACTIVATION; DISORDERS; RECEPTOR; MARKERS; PROTEIN;
D O I
10.1007/s10875-020-00908-1
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
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 < 0.05) in CVIDid included Th1 and Th17-associated signaling, as well as IL10 and other immune regulatory markers (LAG3, TNFRSF9, CD83). Targeted serum proteomics provided an accurate and reproducible tool to discriminate between patients with CVIDid and CVIDio. Cytokine profiles provided insight into activation of Th1 and Th17 pathways and indicate a possible role for chronic inflammation and exhaustion in immune dysregulation. These findings serve as a first step towards the development of biomarkers for immune dysregulation in CVID.
引用
收藏
页码:362 / 373
页数:12
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