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The cerebrospinal fluid proteome in HIV infection: change associated with disease severity

机译:HIV感染中的脑脊液蛋白质组学:与疾病严重程度相关的变化

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Background: Central nervous system (CNS) infection is a nearly universal feature of untreated systemic HIV infection with a clinical spectrum that ranges from chronic asymptomatic infection to severe cognitive and motor dysfunction. Analysis of cerebrospinal fluid (CSF) has played an important part in defining the character of this evolving infection and response to treatment. To further characterize CNS HIV infection and its effects, we applied advanced high-throughput proteomic methods to CSF to identify novel proteins and their changes with disease progression and treatment.Results: After establishing an accurate mass and time (AMT) tag database containing 23,141 AMT tags for CSF peptides, we analyzed 91 CSF samples by LC-MS from 12 HIV-uninfected and 14 HIV-infected subjects studied in the context of initiation of antiretroviral therapy and correlated abundances of identified proteins a) within and between subjects, b) with all other proteins across the entire sample set, and c) with "external" CSF biomarkers of infection (HIV RNA), immune activation (neopterin) and neural injury (neurofilament light chain protein, NFL). We identified a mean of 2,333 +/- 328 (SD) peptides covering 307 +/-16 proteins in the 91 CSF sample set. Protein abundances differed both between and within subjects sampled at different time points and readily separated those with and without HIV infection. Proteins also showed inter-correlations across the sample set that were associated with biologically relevant dynamic processes. One-hundred and fifty proteins showed correlations with the external biomarkers. For example, using a threshold of cross correlation coefficient (Pearson's) < -0.3 and >0.3 for potentially meaningful relationships, a total of 99 proteins correlated with CSF neopterin (43 negative and 56 positive correlations) and related principally to neuronal plasticity and survival and to innate immunity. Pathway analysis defined several networks connecting the identified proteins, including one with amyloid precursor protein as a central node.Conclusions: Advanced CSF proteomic analysis enabled the identification of an array of novel protein changes across the spectrum of CNS HIV infection and disease. This initial analysis clearly demonstrated the value of contemporary state-of-the-art proteomic CSF analysis as a discovery tool in HIV infection with likely similar application to other neurological inflammatory and degenerative diseases.
机译:背景:中枢神经系统(CNS)感染是未经治疗的全身性HIV感染的近乎普遍特征,其临床范围从慢性无症状感染到严重的认知和运动功能障碍。脑脊液(CSF)的分析在确定这种不断发展的感染的特征和对治疗的反应中起了重要作用。为了进一步表征中枢神经系统HIV感染及其影响,我们将先进的高通量蛋白质组学方法应用于脑脊液中,以识别新型蛋白质及其随疾病进展和治疗的变化。结果:建立了包含23,141个AMT的准确质量和时间(AMT)标签数据库后CSF肽标签,我们通过LC-MS分析了91例CSF样本,这些样本来自在开始抗逆转录病毒治疗的情况下研究的12名未感染HIV的受试者和14名HIV感染的受试者,以及与受试者内部和受试者之间鉴定的蛋白质的丰度相关; b)与整个样本集中的所有其他蛋白质,以及c)具有感染(HIV RNA),免疫激活(新蝶呤)和神经损伤(神经丝轻链蛋白,NFL)的“外部” CSF生物标志物。我们在91个CSF样本集中确定了平均2,333 +/- 328(SD)肽,涵盖307 +/- 16蛋白。在不同时间点采样的受试者之间和之内的蛋白质丰度都不同,并且容易分离出有和没有感染HIV的受试者。蛋白质在整个样本集中也显示出相互关联,这与生物学相关的动态过程有关。一百五十种蛋白质显示与外部生物标志物的相关性。例如,对于潜在有意义的关系,使用互相关系数(Pearson's)<-0.3和> 0.3的阈值,总共有99种蛋白与CSF新蝶呤相关(43种负相关和56种正相关),并且主要与神经元可塑性和存活率有关,天生的免疫力。通路分析定义了多个连接已鉴定蛋白质的网络,包括一个以淀粉样前体蛋白质为中心节点的网络。结论:先进的CSF蛋白质组学分析能够鉴定一系列在CNS HIV感染和疾病范围内的新型蛋白质变化。最初的分析清楚地证明了当代最先进的蛋白质组学CSF分析作为HIV感染的发现工具的价值,并可能与其他神经系统炎症和变性疾病相似地应用。

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