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对免疫球蛋白和临床变量的综合分析确定了与接受免疫调节治疗的白塞病患者相关的功能联系和诊断指标。

Comprehensive analysis of immunoglobulin and clinical variables identifies functional linkages and diagnostic indicators associated with Behcet's disease patients receiving immunomodulatory treatment.

作者信息

Cheng Linlin, Li Yang, Wu Ziyan, Li Liubing, Liu Chenxi, Liu Jianhua, Dai Jiayu, Zheng Wenjie, Zhang Fengchun, Tang Liujun, Yu Xiaobo, Li Yongzhe

机构信息

Department of Clinical Laboratory, Peking Union Medical College Hospital, Peking Union Medical College and Chinese Academy of Medical Sciences, No.1 Shuaifuyuan Wangfujing Dongcheng District, Beijing, 100730, China.

State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, No. 38, Life Science Park Road Changping District, Beijing, 102206, China.

出版信息

BMC Immunol. 2021 Feb 22;22(1):16. doi: 10.1186/s12865-021-00403-1.

Abstract

BACKGROUND

Behcet's disease (BD) is a relapsing systemic vascular autoimmune/inflammatory disease. Despite much effort to investigate BD, there are virtually no unique laboratory markers identified to help in the diagnosis of BD, and the pathogenesis is largely unknown. The aim of this work is to explore interactions between different clinical variables by correlation analysis to determine associations between the functional linkages of different paired variables and potential diagnostic biomarkers of BD.

METHODS

We measured the immunoglobulin proteome (IgG, IgG1-4, IgA, IgA1-2) and 29 clinical variables in 66 healthy controls and 63 patients with BD. We performed a comprehensive clinical variable linkage analysis and defined the physiological, pathological and pharmacological linkages based on the correlations of all variables in healthy controls and BD patients without and with immunomodulatory therapy. We further calculated relative changes between variables derived from comprehensive linkage analysis for better indications in the clinic. The potential indicators were validated in a validation set with 76 patients with BD, 30 healthy controls, 18 patients with Takayasu arteritis and 18 patients with ANCA-associated vasculitis.

RESULTS

In this study, the variables identified were found to act in synergy rather than alone in BD patients under physiological, pathological and pharmacological conditions. Immunity and inflammation can be suppressed by corticosteroids and immunosuppressants, and integrative analysis of granulocytes, platelets and related variables is likely to provide a more comprehensive understanding of disease activity, thrombotic potential and ultimately potential tissue damage. We determined that total protein/mean corpuscular hemoglobin and total protein/mean corpuscular hemoglobin levels, total protein/mean corpuscular volume, and plateletcrit/monocyte counts were significantly increased in BD compared with controls (P < 0.05, in both the discovery and validation sets), which helped in distinguishing BD patients from healthy and vasculitis controls. Chronic anemia in BD combined with increased total protein contributed to higher levels of these biomarkers, and the interactions between platelets and monocytes may be linked to vascular involvement.

CONCLUSIONS

All these results demonstrate the utility of our approach in elucidating the pathogenesis and in identifying novel biomarkers for autoimmune diseases in the future.

摘要

背景

白塞病(BD)是一种复发性全身性血管自身免疫/炎症性疾病。尽管在研究白塞病方面付出了诸多努力,但实际上尚未发现有助于诊断白塞病的独特实验室标志物,其发病机制也大多未知。本研究的目的是通过相关性分析探索不同临床变量之间的相互作用,以确定不同配对变量的功能联系与白塞病潜在诊断生物标志物之间的关联。

方法

我们测量了66名健康对照者和63名白塞病患者的免疫球蛋白蛋白质组(IgG、IgG1 - 4、IgA、IgA1 - 2)以及29项临床变量。我们进行了全面的临床变量连锁分析,并根据健康对照者以及未接受和接受免疫调节治疗的白塞病患者中所有变量的相关性定义了生理、病理和药理联系。我们进一步计算了综合连锁分析得出的变量之间的相对变化,以便在临床上有更好的指示作用。在一个验证集中对潜在指标进行了验证,该验证集包括76名白塞病患者、30名健康对照者、18名大动脉炎患者和18名抗中性粒细胞胞浆抗体相关性血管炎患者。

结果

在本研究中,发现在生理、病理和药理条件下,白塞病患者中所确定的变量是协同作用而非单独起作用。皮质类固醇和免疫抑制剂可抑制免疫和炎症,对粒细胞和血小板及相关变量的综合分析可能会更全面地了解疾病活动、血栓形成潜能以及最终的潜在组织损伤。我们确定,与对照组相比,白塞病患者的总蛋白/平均红细胞血红蛋白和总蛋白/平均红细胞血红蛋白水平、总蛋白/平均红细胞体积以及血小板压积/单核细胞计数显著升高(在发现集和验证集中P均<0.05),这有助于将白塞病患者与健康对照者和血管炎对照者区分开来。白塞病中的慢性贫血与总蛋白增加共同导致了这些生物标志物水平升高,血小板和单核细胞之间的相互作用可能与血管受累有关。

结论

所有这些结果证明了我们的方法在阐明发病机制以及未来识别自身免疫性疾病新生物标志物方面的实用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0a0f/7901184/1b5146599840/12865_2021_403_Fig1_HTML.jpg

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