Teresa Guerra-Galán, María Palacios-Ortega, Adolfo Jiménez-Huete, Kissy Guevara-Hoyer, María Cruz Cárdenas, Ángela Villegas-Mendiola, María Dolores Mansilla-Ruíz, Nabil Subhi-Issa, Eduardo de la Fuente-Munoz, Pedro Mikel Requejo, Antonia Rodríguez de la Peña, María Guzmán-Fulgencio, Miguel Fernández-Arquero, Rebeca Pérez de Diego, Silvia Sánchez-Ramón
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Comparative analyses utilizing logistic regression were performed against established gold-standard tests, specifically antibody responses. Our research encompassed 88 subjects, comprising 27 CVID, 23 selective IgA deficiency (SIgAD), 20 secondary immunodeficiency (SID) patients and 18 healthy controls. We established the diagnostic accuracy of sBCMA and the sum κ+λ, achieving sensitivity (Se) and specificity (Spe) of 89% and 89%, and 90% and 99%, respectively. Importantly, sBCMA showed strong correlations with all evaluated biomarkers (sum κ+λ, smB cell and VISUAL), whereas the sum κ+λ was uniquely independent from smB cells or VISUAL, suggesting its additional diagnostic value. Through a multivariate tree decision model, specific antibody responses and the sum κ+λ emerged as independent, signature biomarkers for CVID, with the model showcasing an area under the curve (AUC) of 0.946, Se 0.85, and Spe 0.95. This tree-decision model promises to enhance diagnostic efficiency for CVID, underscoring the sum κ+λ as a superior CVID classifier and potential diagnostic criterion within the panel.</p>","PeriodicalId":15531,"journal":{"name":"Journal of Clinical Immunology","volume":"44 6","pages":"143"},"PeriodicalIF":7.2000,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11161432/pdf/","citationCount":"0","resultStr":"{\"title\":\"An Exploratory Approach of Clinically Useful Biomarkers of Cvid by Logistic Regression.\",\"authors\":\"Teresa Guerra-Galán, María Palacios-Ortega, Adolfo Jiménez-Huete, Kissy Guevara-Hoyer, María Cruz Cárdenas, Ángela Villegas-Mendiola, María Dolores Mansilla-Ruíz, Nabil Subhi-Issa, Eduardo de la Fuente-Munoz, Pedro Mikel Requejo, Antonia Rodríguez de la Peña, María Guzmán-Fulgencio, Miguel Fernández-Arquero, Rebeca Pérez de Diego, Silvia Sánchez-Ramón\",\"doi\":\"10.1007/s10875-024-01746-1\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Despite advancements in genetic and functional studies, the timely diagnosis of common variable immunodeficiency (CVID) remains a significant challenge. 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Through a multivariate tree decision model, specific antibody responses and the sum κ+λ emerged as independent, signature biomarkers for CVID, with the model showcasing an area under the curve (AUC) of 0.946, Se 0.85, and Spe 0.95. 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An Exploratory Approach of Clinically Useful Biomarkers of Cvid by Logistic Regression.
Despite advancements in genetic and functional studies, the timely diagnosis of common variable immunodeficiency (CVID) remains a significant challenge. This exploratory study was designed to assess the diagnostic performance of a novel panel of biomarkers for CVID, incorporating the sum of κ+λ light chains, soluble B-cell maturation antigen (sBCMA) levels, switched memory B cells (smB) and the VISUAL score. Comparative analyses utilizing logistic regression were performed against established gold-standard tests, specifically antibody responses. Our research encompassed 88 subjects, comprising 27 CVID, 23 selective IgA deficiency (SIgAD), 20 secondary immunodeficiency (SID) patients and 18 healthy controls. We established the diagnostic accuracy of sBCMA and the sum κ+λ, achieving sensitivity (Se) and specificity (Spe) of 89% and 89%, and 90% and 99%, respectively. Importantly, sBCMA showed strong correlations with all evaluated biomarkers (sum κ+λ, smB cell and VISUAL), whereas the sum κ+λ was uniquely independent from smB cells or VISUAL, suggesting its additional diagnostic value. Through a multivariate tree decision model, specific antibody responses and the sum κ+λ emerged as independent, signature biomarkers for CVID, with the model showcasing an area under the curve (AUC) of 0.946, Se 0.85, and Spe 0.95. This tree-decision model promises to enhance diagnostic efficiency for CVID, underscoring the sum κ+λ as a superior CVID classifier and potential diagnostic criterion within the panel.
期刊介绍:
The Journal of Clinical Immunology publishes impactful papers in the realm of human immunology, delving into the diagnosis, pathogenesis, prognosis, or treatment of human diseases. The journal places particular emphasis on primary immunodeficiencies and related diseases, encompassing inborn errors of immunity in a broad sense, their underlying genotypes, and diverse phenotypes. These phenotypes include infection, malignancy, allergy, auto-inflammation, and autoimmunity. We welcome a broad spectrum of studies in this domain, spanning genetic discovery, clinical description, immunologic assessment, diagnostic approaches, prognosis evaluation, and treatment interventions. Case reports are considered if they are genuinely original and accompanied by a concise review of the relevant medical literature, illustrating how the novel case study advances the field. The instructions to authors provide detailed guidance on the four categories of papers accepted by the journal.