通过逻辑回归探索 Cvid 临床有用的生物标记物

IF 7.2 2区 医学 Q1 IMMUNOLOGY
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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引用次数: 0

摘要

尽管基因和功能研究取得了进展,但及时诊断常见变异性免疫缺陷症(CVID)仍是一项重大挑战。这项探索性研究旨在评估一组新型 CVID 生物标记物的诊断性能,其中包括κ+λ轻链总和、可溶性 B 细胞成熟抗原(sBCMA)水平、切换记忆 B 细胞(smB)和 VISUAL 评分。利用逻辑回归对已建立的黄金标准测试(特别是抗体反应)进行了比较分析。我们的研究涵盖 88 名受试者,其中包括 27 名 CVID 患者、23 名选择性 IgA 缺乏症(SIgAD)患者、20 名继发性免疫缺陷症(SID)患者和 18 名健康对照者。我们确定了 sBCMA 和 κ+λ 总和的诊断准确性,灵敏度 (Se) 和特异度 (Spe) 分别达到 89% 和 89%,以及 90% 和 99%。重要的是,sBCMA 与所有评估的生物标记物(总和κ+λ、smB 细胞和 VISUAL)都显示出很强的相关性,而总和κ+λ 独一无二地独立于 smB 细胞或 VISUAL,这表明它具有额外的诊断价值。通过多变量树状决策模型,特异性抗体反应和κ+λ总和成为CVID的独立标志性生物标记物,该模型的曲线下面积(AUC)为0.946,Se为0.85,Spe为0.95。这种树状决策模型有望提高CVID的诊断效率,强调了κ+λ之和是一种优越的CVID分类器和潜在的诊断标准。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

An Exploratory Approach of Clinically Useful Biomarkers of Cvid by Logistic Regression.

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.

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来源期刊
CiteScore
12.20
自引率
9.90%
发文量
218
审稿时长
2 months
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.
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