优化血浆样品制备和 LC-MS 分析,支持对临床试验样本进行大规模蛋白质组学分析:应用于非诺贝特干预和降低糖尿病事件(FIELD)试验。

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS
ACS Applied Bio Materials Pub Date : 2023-05-01 Epub Date: 2023-03-22 DOI:10.1002/prca.202200106
Matthew B O'Rourke, Andrzej S Januszewski, David R Sullivan, Imre Lengyel, Alan J Stewart, Swati Arya, Ronald C Ma, Sanjeev Galande, Anandwardhan A Hardikar, Mugdha V Joglekar, Anthony C Keech, Alicia J Jenkins, Mark P Molloy
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引用次数: 0

摘要

目的大规模临床研究需要稳健、经济的血浆蛋白质组生物标志物工作流程。我们对样本制备的各个方面进行了评估,以便对来自非诺贝特干预和降低糖尿病事件(FIELD)试验的 1500 多份 2 型糖尿病成人样本进行液相色谱-质谱(LC-MS)分析:我们使用独立于数据采集的 LC-MS 评估了四个变量:血浆蛋白消耗、EDTA 或柠檬酸抗凝采血管、血浆脂质消耗策略和血浆冷冻-解冻周期。在对 FIELD 参与者的试点研究中应用了优化方法:结果:对未耗尽的血浆进行 45 分钟梯度的 LC-MS 分析,在排除免疫球蛋白同工酶后,得到了 172 种蛋白质。基于茜巴色蓝的去蛋白技术可获得更多蛋白质,但成本和时间成本较高,而免疫去白蛋白和 IgG 则几乎不能提供额外的鉴定结果。只有采血管类型、去脂方法和冻融循环存在细微差别。在涉及超过 1500 次注射的 65 个批次中,血浆外部标准的前 100 种蛋白质的批次内定量差异中位数小于 2%。非诺贝特改变了七种血浆蛋白:针对丰富的血浆蛋白开发出了一套强大的血浆处理和LC-MS蛋白质组学工作流程,可用于大规模生物标记物研究,在蛋白质组学深度与时间和资源成本之间取得平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Optimised plasma sample preparation and LC-MS analysis to support large-scale proteomic analysis of clinical trial specimens: Application to the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) trial.

Purpose: Robust, affordable plasma proteomic biomarker workflows are needed for large-scale clinical studies. We evaluated aspects of sample preparation to allow liquid chromatography-mass spectrometry (LC-MS) analysis of more than 1500 samples from the Fenofibrate Intervention and Event Lowering in Diabetes (FIELD) trial of adults with type 2 diabetes.

Methods: Using LC-MS with data-independent acquisition we evaluated four variables: plasma protein depletion, EDTA or citrated anti-coagulant blood collection tubes, plasma lipid depletion strategies and plasma freeze-thaw cycles. Optimised methods were applied in a pilot study of FIELD participants.

Results: LC-MS of undepleted plasma conducted over a 45 min gradient yielded 172 proteins after excluding immunoglobulin isoforms. Cibachrome-blue-based depletion yielded additional proteins but with cost and time expenses, while immunodepleting albumin and IgG provided few additional identifications. Only minor variations were associated with blood collection tube type, delipidation methods and freeze-thaw cycles. From 65 batches involving over 1500 injections, the median intra-batch quantitative differences in the top 100 proteins of the plasma external standard were less than 2%. Fenofibrate altered seven plasma proteins.

Conclusions and clinical relevance: A robust plasma handling and LC-MS proteomics workflow for abundant plasma proteins has been developed for large-scale biomarker studies that balance proteomic depth with time and resource costs.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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