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Reverse Phase Protein Array Reveals Correlation of Retinoic Acid Metabolism With Cardiomyopathy in Friedreichs Ataxia

机译:反相蛋白质阵列揭示了在Friedreich共济失调中与心肌病的视黄酸代购的相关性

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摘要

Identifying biomarkers is important for assessment of disease progression, prediction of symptom development, and determination of treatment effectiveness. While unbiased analyses of differential gene expression using next-generation sequencing methods are now routinely conducted, proteomics studies are more challenging because of traditional methods predominantly being low throughput and offering a limited dynamic range for simultaneous detection of hundreds of proteins that drastically differ in their intracellular abundance. We utilized a sensitive and high-throughput proteomic technique, reverse phase protein array (RPPA), to attain protein expression profiles of primary fibroblasts obtained from patients with Friedreich's ataxia (FRDA) and unaffected controls (CTRLs). The RPPA was designed to detect 217 proteins or phosphorylated proteins by individual antibody, and the specificity of each antibody was validated prior to the experiment. Among 62 fibroblast samples (44 FRDA and 18 CTRLs) analyzed, 30 proteins/phosphoproteins were significantly changed in FRDA fibroblasts compared with CTRL cells (p < 0.05), mostly representing signaling molecules and metabolic enzymes. As expected, frataxin was significantly downregulated in FRDA samples, thus serving as an internal CTRL for assay integrity. Extensive bioinformatics analyses were conducted to correlate differentially expressed proteins with critical disease parameters (e.g., selected symptoms, age of onset, guanine–adenine–adenine sizes, frataxin levels, and Functional Assessment Rating Scale scores). Members of the integrin family of proteins specifically associated with hearing loss in FRDA. Also, RPPA data, combined with results of transcriptome profiling, uncovered defects in the retinoic acid metabolism pathway in FRDA samples. Moreover, expression of aldehyde dehydrogenase family 1 member A3 differed significantly between cardiomyopathy-positive and cardiomyopathy-negative FRDA cohorts, demonstrating that metabolites such as retinol, retinal, or retinoic acid could become potential predictive biomarkers of cardiac presentation in FRDA.
机译:鉴定生物标志物对于评估疾病进展,预测症状发展以及治疗效果的测定是重要的。虽然现在经常进行使用下一代测序方法的差分基因表达的无偏差异分析,但由于主要是低通量,并且提供有限的动态范围,以同时检测数百种蛋白质的传统方法,蛋白质组学研究更具挑战性。丰富。我们利用敏感和高通量的蛋白质组学技术,逆相蛋白阵列(RPPA),以获得从弗里德雷希的共济失调(FRDA)和未受影响的对照(Ctrls)患者获得的原发性成纤维细胞的蛋白表达谱。设计RPPA以检测217蛋白蛋白或磷酸化蛋白单独的抗体,并且在实验之前验证了每种抗体的特异性。在分析的62个成纤维细胞样品(44个FRDA和18个CTRL)中,与CTRL细胞(P <0.05)相比,在FRDA成纤维细胞中,在FRDA成纤维细胞中显着改变了30个蛋白质/磷蛋白质,主要代表信号分子和代谢酶。正如预期的那样,FRATaxin在FRDA样品中显着下调,因此用作测定完整性的内部CTRL。进行广泛的生物信息学分析以将差异表达蛋白质与临界疾病参数相关(例如,选定的症状,发病年龄,鸟嘌呤 - 腺嘌呤尺寸,脱脂蛋白水平和功能评估评级评分评分分数)。整合蛋白家族的成员与FRDA中听力损失有关的蛋白质。此外,RPPA数据与转录组分析的结果相结合,在FRDA样品中的视黄酸代谢途径中未发现缺陷。此外,醛脱氢酶系列1构件A3的表达在心肌病阳性和心肌病阴性阴性FRDA队列之间显着不同,表明代谢产物如视黄醇,视网膜或视黄酸可能成为FRDA中心脏呈现的潜在预测生物标志物。

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