Immune mediators as plasma biomarkers for identifying household contacts and classifying clinical forms and leprosy reactions.

IF 5.9 2区 医学 Q1 IMMUNOLOGY Frontiers in Immunology Pub Date : 2025-03-05 eCollection Date: 2025-01-01 DOI:10.3389/fimmu.2025.1513060
Jairo Campos Carvalho, Marcelo Antônio Pascoal-Xavier, Marcelo Grossi Araújo, Júlia Pereira Martins, Andrea Teixeira-Carvalho, Matheus de Souza Gomes, Laurence Rodrigues Amaral, Vanessa Peruhype-Magalhães, Jordana Grazziela Alves Coelho-Dos-Reis, Olindo Assis Martins-Filho, Márcio Sobreira Silva Araújo
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Abstract

The present study aimed to evaluate the performance of plasma immune mediators in classifying leprosy patients [L(PB) and L(MB), paucibacillary and multibacillary leprosy, respectively], leprosy reaction patients (T1LR and T2LR, type 1 and type 2 leprosy reaction, respectively), household contacts (HHC), and non-infected (NI) controls. Quantitative measurements of these immune mediators were carried out using high-throughput multiplex microbead array. The results demonstrated that most of the plasma immune mediators were increased in all clinical groups compared with NI controls. Higher frequencies but lower maximum magnitudes of increase (fold change according to NI) were observed for T1LR (63%, 6.1×) and T2LR (63%, 9.7×) compared with HHC (48%, 68.5×), L(PB) (56%, 8.5×), and L(MB) (48%, 37.9×). The bi-dimensional scattering profiles (magnitude order vs. significance) identified a higher number of immune mediators in T2LR (12/27) compared with HHC (8/27), L(PB) (7/27), L(MB) (5/27), and T1LR (5/27). CXCL8 was selected as the parameter with the highest accuracy and significance [area under the receiver operating characteristic curve (AUC) = 0.98, p = 0.0002] in classifying NI vs. HHC. CCL3 (C-C motif chemokine ligand 3) was the single analyte with moderate accuracy and significance (AUC = 0.74, p = 0.0422) in classifying L(PB) vs. L(MB). IL-9 was selected as an attribute with moderate accuracy and significance (AUC = 0.77, p = 0.0041) in classifying T1LR vs. T2LR. Decision tree algorithms confirmed the high accuracy (96%) of CXCL8 in classifying NI vs. HHC. The use of CCL3 followed by IFN-γ classified L(MB) vs. L(PB) with high accuracy (93%). Moreover, the analysis of IL-9 followed by IL-6 and CXCL10 classified T1RL vs. T2RL with high accuracy (96%). In general, combined stepwise algorithms showed enhanced classification accuracy compared with single-attribute analysis. Together, our findings supported the potential use of plasma immune mediators as complementary laboratory biomarkers for the identification of HHC and the classification of distinct clinical forms of leprosy and leprosy reactions.

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免疫介质作为鉴定家庭接触者和分类临床形式和麻风病反应的血浆生物标志物。
本研究旨在评价血浆免疫介质在麻风患者[L(PB)和L(MB),分别为少菌和多菌麻风]、麻风反应患者(T1LR和T2LR,分别为1型和2型麻风反应)、家庭接触者(HHC)和非感染(NI)对照中的表现。使用高通量多路微珠阵列对这些免疫介质进行定量测量。结果显示,与NI对照组相比,所有临床组的大多数血浆免疫介质均增加。与HHC (48%, 68.5 x)、L(PB) (56%, 8.5 x)和L(MB) (48%, 37.9 x)相比,T1LR (63%, 6.1 x)和T2LR (63%, 9.7 x)的频率更高,但最大增幅(按NI变化倍数)更低。与HHC(8/27)、L(PB)(7/27)、L(MB)(5/27)和T1LR(5/27)相比,T2LR(12/27)中发现了更多的免疫介质。选择CXCL8作为NI与HHC分类中准确性和显著性最高的参数[受试者工作特征曲线下面积(AUC) = 0.98, p = 0.0002]。CCL3 (C-C基序趋化因子配体3)是区分L(PB)和L(MB)的单一分析物,具有中等准确度和显著性(AUC = 0.74, p = 0.0422)。选择IL-9作为分类T1LR与T2LR具有中等准确度和显著性的属性(AUC = 0.77, p = 0.0041)。决策树算法证实了CXCL8在NI与HHC分类中的高准确率(96%)。使用CCL3,然后使用IFN-γ分类L(MB)和L(PB),准确率高(93%)。此外,IL-9和IL-6、CXCL10的分析对T1RL和T2RL的分类准确率较高(96%)。总的来说,与单属性分析相比,组合逐步算法的分类准确率更高。总之,我们的研究结果支持血浆免疫介质作为HHC鉴定和不同临床形式麻风病和麻风病反应分类的补充实验室生物标志物的潜力。
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来源期刊
CiteScore
9.80
自引率
11.00%
发文量
7153
审稿时长
14 weeks
期刊介绍: Frontiers in Immunology is a leading journal in its field, publishing rigorously peer-reviewed research across basic, translational and clinical immunology. This multidisciplinary open-access journal is at the forefront of disseminating and communicating scientific knowledge and impactful discoveries to researchers, academics, clinicians and the public worldwide. Frontiers in Immunology is the official Journal of the International Union of Immunological Societies (IUIS). Encompassing the entire field of Immunology, this journal welcomes papers that investigate basic mechanisms of immune system development and function, with a particular emphasis given to the description of the clinical and immunological phenotype of human immune disorders, and on the definition of their molecular basis.
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