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双相 II 障碍潜在血浆蛋白生物标志物的鉴定:一项初步/探索性研究。

Identification of potential plasma protein biomarkers for bipolar II disorder: a preliminary/exploratory study.

机构信息

Department of Psychiatry, Kaohsiung Veterans General Hospital, Kaohsiung, Taiwan.

Department of Psychiatry, Faculty of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.

出版信息

Sci Rep. 2021 May 4;11(1):9452. doi: 10.1038/s41598-021-88450-x.

Abstract

The diagnostic peripheral biomarkers are still lacking for the bipolar II disorder (BD-II). We used isobaric tags for relative and absolute quantification technology to identify five upregulated candidate proteins [matrix metallopeptidase 9 (MMP9), phenylalanyl-tRNA synthetase subunit beta (FARSB), peroxiredoxin 2 (PRDX2), carbonic anhydrase 1 (CA-1), and proprotein convertase subtilisin/kexin type 9 (PCSK9)] for the diagnosis of BD-II. We analysed the differences in the plasma levels of these candidate proteins between BD-II patients and controls (BD-II, n = 185; Controls, n = 186) using ELISA. To establish a diagnostic model for the prediction of BD-II, the participants were divided randomly into a training group (BD-II, n = 149; Controls, n = 150) and a testing group (BD-II, n = 36; Controls, n = 36). Significant increases were found in all five protein levels between BD-II and controls in the training group. Logistic regression was analysed to form the composite probability score of the five proteins in the training group. Receiver-operating characteristic curve analysis revealed the diagnostic validity of the probability score [area under curve (AUC) = 0.89, P < 0.001]. The composite probability score of the testing group also showed good diagnostic validity (AUC = 0.86, P < 0.001). We propose that plasma levels of PRDX2, CA-1, FARSB, MMP9, and PCSK9 may be associated with BD-II as potential biomarkers.

摘要

双相 II 障碍(BD-II)的诊断外周生物标志物仍然缺乏。我们使用相对和绝对定量技术的同量异位标记物来鉴定 5 种上调的候选蛋白[基质金属蛋白酶 9(MMP9)、苯丙氨酸 tRNA 合成酶亚基β(FARSB)、过氧化物还原酶 2(PRDX2)、碳酸酐酶 1(CA-1)和蛋白水解酶原亚基 1/3(PCSK9)],用于 BD-II 的诊断。我们使用 ELISA 分析了这些候选蛋白在 BD-II 患者和对照组(BD-II,n=185;对照组,n=186)之间的血浆水平差异。为了建立用于预测 BD-II 的诊断模型,将参与者随机分为训练组(BD-II,n=149;对照组,n=150)和测试组(BD-II,n=36;对照组,n=36)。在训练组中,BD-II 与对照组之间所有 5 种蛋白水平均显著升高。对逻辑回归进行分析,以形成训练组中 5 种蛋白的综合概率评分。受试者工作特征曲线分析显示概率评分的诊断有效性[曲线下面积(AUC)=0.89,P<0.001]。测试组的综合概率评分也显示出良好的诊断有效性(AUC=0.86,P<0.001)。我们提出 PRDX2、CA-1、FARSB、MMP9 和 PCSK9 的血浆水平可能与 BD-II 相关,是潜在的生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4b02/8097016/5e9e750bf66d/41598_2021_88450_Fig1_HTML.jpg

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