Reproducible Determination of High-Density Lipoprotein Proteotypes

被引:15
作者
Goetze, Sandra [1 ,2 ,3 ]
Frey, Kathrin [1 ]
Rohrer, Lucia [4 ]
Radosavljevic, Silvija [4 ]
Kruetzfeldt, Jan [5 ]
Landmesser, Ulf [6 ]
Bueter, Marco [7 ]
Pedrioli, Patrick G. A. [1 ,2 ,3 ]
von Eckardstein, Arnold [4 ]
Wollscheid, Bernd [1 ,2 ,3 ]
机构
[1] Swiss Fed Inst Technol, Dept Hlth Sci & Technol D HEST, Inst Translat Med ITM, CH-8093 Zurich, Switzerland
[2] Swiss Fed Inst Technol, Swiss Multiom Ctr SMOC, PHRT CPAC, CH-8093 Zurich, Switzerland
[3] Swiss Inst Bioinformat SIB, CH-1015 Lausanne, Switzerland
[4] Univ Hosp Zurich, Inst Clin Chem, CH-8091 Zurich, Switzerland
[5] Univ Hosp Zurich, Div Endocrinol Diabet & Clin Nutr, CH-8091 Zurich, Switzerland
[6] Charite Univ Med Berlin, Dept Cardiol, D-12203 Berlin, Germany
[7] Univ Hosp Zurich, Dept Surg & Transplantat, CH-8091 Zurich, Switzerland
基金
瑞士国家科学基金会;
关键词
high-density lipoprotein (HDL); cardiovascular disease; type; 2; diabetes; clinical proteotype analysis; mass spectrometry; data-independent acquisition (DIA); spectral library; post-translational modifications; peptidoforms; CHOLESTEROL EFFLUX; MASS-SPECTROMETRY; ANTIINFLAMMATORY PROPERTIES; ADVANCED GLYCATION; HDL PROTEINS; PROTEOME; IMPAIRS; QUANTIFICATION; DYSFUNCTION; ACTIVATION;
D O I
10.1021/acs.jproteome.1c00429
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
High-density lipoprotein (HDL) is a heterogeneous mixture of blood-circulating multimolecular particles containing many different proteins, lipids, and RNAs. Recent advancements in mass spectrometrybased proteotype analysis show promise for the analysis of proteoforms across large patient cohorts. In order to create the required spectral libraries enabling these data-independent acquisition (DIA) strategies, HDL was isolated from the plasma of more than 300 patients with a multiplicity of physiological HDL states. HDL proteome spectral libraries consisting of 296 protein groups and more than 786 peptidoforms were established, and the performance of the DIA strategy was benchmarked for the detection of HDL proteotype differences between healthy individuals and a cohort of patients suffering from diabetes mellitus type 2 and/or coronary heart disease. Bioinformatic interrogation of the data using the generated spectral libraries showed that the DIA approach enabled robust HDL proteotype determination. HDL peptidoform analysis enabled by using spectral libraries allowed for the identification of post-translational modifications, such as in APOA1, which could affect HDL functionality. From a technical point of view, data analysis further shows that protein and peptide quantities are currently more discriminative between different HDL proteotypes than peptidoforms without further enrichment. Together, DIA-based HDL proteotyping enables the robust digitization of HDL proteotypes as a basis for the analysis of larger clinical cohorts.
引用
收藏
页码:4974 / 4984
页数:11
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