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SpotLight Proteomics: uncovering the hidden blood proteome improves diagnostic power of proteomics

机译:聚焦蛋白质组学:揭开隐藏的血液蛋白质组改善了蛋白质组学的诊断力

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The human blood proteome is frequently assessed by protein abundance profiling using a combination of liquid chromatography and tandem mass spectrometry (LC-MS/MS). In traditional sequence database search, many good-quality MS/MS data remain unassigned. Here we uncover the hidden part of the blood proteome via novel SpotLight approach. This method combines de novo MS/MS sequencing of enriched antibodies and co-extracted proteins with subsequent label-free quantification of new and known peptides in both enriched and unfractionated samples. In a pilot study on differentiating early stages of Alzheimer’s disease (AD) from Dementia with Lewy Bodies (DLB), on peptide level the hidden proteome contributed almost as much information to patient stratification as the apparent proteome. Intriguingly, many of the new peptide sequences are attributable to antibody variable regions, and are potentially indicative of disease etiology. When the hidden and apparent proteomes are combined, the accuracy of differentiating AD (n?=?97) and DLB (n?=?47) increased from ≈85% to ≈95%. The low added burden of SpotLight proteome analysis makes it attractive for use in clinical settings.
机译:使用液相色谱和串联质谱(LC-MS / MS)的组合,经常通过蛋白质丰度分析评估人血蛋白质。在传统的序列数据库搜索中,许多高质量的MS / MS数据保持未分配。在这里,我们通过新颖的聚光灯方法揭示血液蛋白质的隐藏部分。该方法结合了富集的抗体和共同提取的蛋白质的De Novo MS / MS测序,随后在富集和未分叉的样品中随后的无标记定量的无标记定量。在将阿尔茨海默病(AD)的早期阶段与Lewy体(DLB)区分开来的试验研究中,在肽水平上,隐藏的蛋白质组几乎贡献了与表观蛋白质组的患者分层的信息很多。有趣的是,许多新的肽序列可归因于抗体可变区,并且可能表明疾病病因。当结合隐藏和表观蛋白质素时,区分AD的精度(n?=Δ97)和dlb(n?=Δ47)从≈85%增加到≈95%。聚光灯蛋白质组分析的低额外负担使其在临床环境中使用具有吸引力。

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