Chen Po-Chung, Syu Guan-Da, Chung Kuo-Hsuan, Ho Yu-Hsuan, Chung Feng-Hsiang, Chen Pao-Huan, Lin Jyun-Mu, Chen Yi-Wen, Tsai Shang-Ying, Chen Chien-Sheng
From the ‡Graduate Institute of Systems Biology and Bioinformatics, National Central University, Taiwan;
§Department of Psychiatry, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan; ¶Department of Psychiatry and Psychiatric Research Center, Taipei Medical University Hospital, Taipei, Taiwan.
Mol Cell Proteomics. 2015 Mar;14(3):510-8. doi: 10.1074/mcp.M114.045930. Epub 2014 Dec 24.
To profile plasma antibodies of patients with bipolar disorder (BD), an E. coli proteome microarray comprising ca. 4200 proteins was used to analyze antibody differences between BD patients and mentally healthy controls (HCs). The plasmas of HCs and patients aged 18-45 years with bipolar I disorder (DSM-IV) in acute mania (BD-A) along with remission (BD-R) were collected. The initial samples consisting of 19 BD-A, 20 BD-R, and 20 HCs were probed with the microarrays. After selecting protein hits that recognized the antibody differences between BD and HC, the proteins were purified to construct BD focus arrays for training diagnosis committees and validation. Additional six BD-A, six BD-R, six HCs, and nine schizophrenic disorder (SZ, as another psychiatric control) samples were individually probed with the BD focus arrays. The trained diagnosis committee in BD-A versus HC combined top six proteins, including rpoA, thrA, flhB, yfcI, ycdU, and ydjL. However, the optimized committees in BD-R versus HC and BD-A versus BD-R were of low accuracy (< 0.6). In the single blind test using another four BD-A, four HC, and four SZ samples, the committee of BD-A versus HC was able to classify BD-A versus HC and SZ with 75% sensitivity and 80% specificity that both HC and SZ were regarded as negative controls. The consensus motif of the six proteins, which form the committee of BD-A versus HC, is [KE]DIL[AG]L[LV]I[NL][IC][SVKH]G[LV][VN][LV] by Gapped Local Alignment of Motifs. We demonstrated that the E. coli proteome microarray is capable of screening BD plasma antibody differences and the selected proteins committee was successfully used for BD diagnosis with 79% accuracy.
为了分析双相情感障碍(BD)患者的血浆抗体,使用了一个包含约4200种蛋白质的大肠杆菌蛋白质组微阵列,以分析BD患者与精神健康对照者(HCs)之间的抗体差异。收集了年龄在18 - 45岁的HCs以及处于急性躁狂期(BD - A)和缓解期(BD - R)的双相I型障碍(DSM - IV)患者的血浆。最初的样本包括19例BD - A、20例BD - R和20例HCs,用微阵列进行检测。在筛选出能够识别BD和HC之间抗体差异的蛋白质命中物后,对这些蛋白质进行纯化,构建BD聚焦阵列,用于训练诊断委员会并进行验证。另外6例BD - A、6例BD - R、6例HCs和9例精神分裂症(SZ,作为另一种精神疾病对照)样本分别用BD聚焦阵列进行检测。在BD - A与HC的比较中,训练有素的诊断委员会组合了前六种蛋白质,包括rpoA、thrA、flhB、yfcI、ycdU和ydjL。然而,BD - R与HC以及BD - A与BD - R比较中的优化委员会准确性较低(< 0.6)。在使用另外4例BD - A、4例HC和4例SZ样本的单盲测试中,BD - A与HC的委员会能够以75%的敏感性和80%的特异性对BD - A与HC以及SZ进行分类,其中HC和SZ均被视为阴性对照。通过基序的间隙局部比对,构成BD - A与HC委员会的六种蛋白质的共有基序是[KE]DIL[AG]L[LV]I[NL][IC][SVKH]G[LV][VN][LV]。我们证明,大肠杆菌蛋白质组微阵列能够筛选BD血浆抗体差异,并且所选的蛋白质委员会已成功用于BD诊断,准确率达79%。