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In-depth serum proteomics reveals biomarkers of psoriasis severity and response to traditional Chinese medicine

银屑病 蛋白质组 蛋白质组学 抗体微阵列 医学 血液蛋白质类 银屑病面积及严重程度指数 疾病 免疫系统 免疫学 计算生物学 生物信息学 抗体 内科学 生物 生物化学 基因
作者
Meng Xu,Jingwen Deng,Kaikun Xu,Tiansheng Zhu,Ling Han,Yuhong Yan,Danni Yao,Hao Deng,Dan Wang,Yaoting Sun,Cheng Chang,Xiaomei Zhang,Jiayu Dai,Liang Yue,Qiushi Zhang,Xue Cai,Yi Zhu,Hu Duan,Yuan Liu,Dong Li
出处
期刊:Theranostics [Ivyspring International Publisher]
卷期号:9 (9): 2475-2488 被引量:97
标识
DOI:10.7150/thno.31144
摘要

Serum and plasma contain abundant biological information that reflect the body's physiological and pathological conditions and are therefore a valuable sample type for disease biomarkers. However, comprehensive profiling of the serological proteome is challenging due to the wide range of protein concentrations in serum. Methods: To address this challenge, we developed a novel in-depth serum proteomics platform capable of analyzing the serum proteome across ~10 orders or magnitude by combining data obtained from Data Independent Acquisition Mass Spectrometry (DIA-MS) and customizable antibody microarrays. Results: Using psoriasis as a proof-of-concept disease model, we screened 50 serum proteomes from healthy controls and psoriasis patients before and after treatment with traditional Chinese medicine (YinXieLing) on our in-depth serum proteomics platform. We identified 106 differentially-expressed proteins in psoriasis patients involved in psoriasis-relevant biological processes, such as blood coagulation, inflammation, apoptosis and angiogenesis signaling pathways. In addition, unbiased clustering and principle component analysis revealed 58 proteins discriminating healthy volunteers from psoriasis patients and 12 proteins distinguishing responders from non-responders to YinXieLing. To further demonstrate the clinical utility of our platform, we performed correlation analyses between serum proteomes and psoriasis activity and found a positive association between the psoriasis area and severity index (PASI) score with three serum proteins (PI3, CCL22, IL-12B). Conclusion: Taken together, these results demonstrate the clinical utility of our in-depth serum proteomics platform to identify specific diagnostic and predictive biomarkers of psoriasis and other immune-mediated diseases.
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