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Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study

BACKGROUND: Although total plasma lipoproteome consists of proteins that have shown promises as biomarkers that can identify Alzheimer’s disease (AD), effect sizes are modest. The objective of this study is to provide initial proof-of-concept that the plasma lipoproteome more likely differ between A...

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Autores principales: Li, Danni, Huang, Fangying, Zhao, Yingchun, Villata, Peter W., Griffin, Timothy J., Zhang, Lin, Li, Ling, Yu, Fang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6147047/
https://www.ncbi.nlm.nih.gov/pubmed/30250409
http://dx.doi.org/10.1186/s12014-018-9207-z
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author Li, Danni
Huang, Fangying
Zhao, Yingchun
Villata, Peter W.
Griffin, Timothy J.
Zhang, Lin
Li, Ling
Yu, Fang
author_facet Li, Danni
Huang, Fangying
Zhao, Yingchun
Villata, Peter W.
Griffin, Timothy J.
Zhang, Lin
Li, Ling
Yu, Fang
author_sort Li, Danni
collection PubMed
description BACKGROUND: Although total plasma lipoproteome consists of proteins that have shown promises as biomarkers that can identify Alzheimer’s disease (AD), effect sizes are modest. The objective of this study is to provide initial proof-of-concept that the plasma lipoproteome more likely differ between AD cases and controls when measured in individual plasma lipoprotein fractions than when measured as total in immunodepleted plasma. METHODS: We first developed a targeted proteomics method based on selected reaction monitoring (SRM) and liquid chromatography and tandem mass spectrometry for measurement of 120 tryptic peptides from 79 proteins that are commonly present in plasma lipoproteins. Then in a proof-of concept case–control study of 5 AD cases and 5 sex- and age-matched controls, we applied the targeted proteomic method and performed relatively quantification of 120 tryptic peptides in plasma lipoprotein fractions (fractionated by sequential gradient ultracentrifugation) and in immunodepleted plasma (of albumin and IgG). Unadjusted p values from two-sample t-tests and overall fold change was used to evaluate a peptide relative difference between AD cases and controls, with lower p values (< 0.05) or greater fold differences (> 1.05 or < 0.95) suggestive of greater peptide/protein differences. RESULTS: Within-day and between-days technical precisions (mean %CV [SD] of all SRM transitions) of the targeted proteomic method were 3.95% (2.65) and 9.31% (5.59), respectively. Between-days technical precisions (mean % CV [SD]) of the entire plasma lipoproteomic workflow including plasma lipoprotein fractionation was 27.90% (14.61). Ten tryptic peptides that belonged to 5 proteins in plasma lipoproteins had unadjusted p values < 0.05, compared to no peptides in immunodepleted plasma. Furthermore, 27, 32, 17, and 20 tryptic peptides in VLDL, IDL, LDL and HDL, demonstrated overall peptide fold differences > 1.05 or < 0.95, compared to only 6 tryptic peptides in immunodepleted plasma. The overall comparisons, therefore, suggested greater peptide/protein differences in plasma lipoproteome when measured in individual plasma lipoproteins than as total in immunodepleted plasma. Specifically, protein complement C3’s peptide IHWESASLLR, had unadjusted p values of 0.00007, 0.00012, and 0.0006 and overall 1.25, 1.17, 1.14-fold changes in VLDL, IDL, and LDL, respectively. After positive False Discovery Rate (pFDR) adjustment, the complement C3 peptide IHWESASLLR in VLDL remained statistically different (adjusted p value < 0.05). DISCUSSION: The findings may warrant future studies to investigate plasma lipoproteome when measured in individual plasma lipoprotein fractions for AD diagnosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12014-018-9207-z) contains supplementary material, which is available to authorized users.
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spelling pubmed-61470472018-09-24 Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study Li, Danni Huang, Fangying Zhao, Yingchun Villata, Peter W. Griffin, Timothy J. Zhang, Lin Li, Ling Yu, Fang Clin Proteomics Research BACKGROUND: Although total plasma lipoproteome consists of proteins that have shown promises as biomarkers that can identify Alzheimer’s disease (AD), effect sizes are modest. The objective of this study is to provide initial proof-of-concept that the plasma lipoproteome more likely differ between AD cases and controls when measured in individual plasma lipoprotein fractions than when measured as total in immunodepleted plasma. METHODS: We first developed a targeted proteomics method based on selected reaction monitoring (SRM) and liquid chromatography and tandem mass spectrometry for measurement of 120 tryptic peptides from 79 proteins that are commonly present in plasma lipoproteins. Then in a proof-of concept case–control study of 5 AD cases and 5 sex- and age-matched controls, we applied the targeted proteomic method and performed relatively quantification of 120 tryptic peptides in plasma lipoprotein fractions (fractionated by sequential gradient ultracentrifugation) and in immunodepleted plasma (of albumin and IgG). Unadjusted p values from two-sample t-tests and overall fold change was used to evaluate a peptide relative difference between AD cases and controls, with lower p values (< 0.05) or greater fold differences (> 1.05 or < 0.95) suggestive of greater peptide/protein differences. RESULTS: Within-day and between-days technical precisions (mean %CV [SD] of all SRM transitions) of the targeted proteomic method were 3.95% (2.65) and 9.31% (5.59), respectively. Between-days technical precisions (mean % CV [SD]) of the entire plasma lipoproteomic workflow including plasma lipoprotein fractionation was 27.90% (14.61). Ten tryptic peptides that belonged to 5 proteins in plasma lipoproteins had unadjusted p values < 0.05, compared to no peptides in immunodepleted plasma. Furthermore, 27, 32, 17, and 20 tryptic peptides in VLDL, IDL, LDL and HDL, demonstrated overall peptide fold differences > 1.05 or < 0.95, compared to only 6 tryptic peptides in immunodepleted plasma. The overall comparisons, therefore, suggested greater peptide/protein differences in plasma lipoproteome when measured in individual plasma lipoproteins than as total in immunodepleted plasma. Specifically, protein complement C3’s peptide IHWESASLLR, had unadjusted p values of 0.00007, 0.00012, and 0.0006 and overall 1.25, 1.17, 1.14-fold changes in VLDL, IDL, and LDL, respectively. After positive False Discovery Rate (pFDR) adjustment, the complement C3 peptide IHWESASLLR in VLDL remained statistically different (adjusted p value < 0.05). DISCUSSION: The findings may warrant future studies to investigate plasma lipoproteome when measured in individual plasma lipoprotein fractions for AD diagnosis. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1186/s12014-018-9207-z) contains supplementary material, which is available to authorized users. BioMed Central 2018-09-20 /pmc/articles/PMC6147047/ /pubmed/30250409 http://dx.doi.org/10.1186/s12014-018-9207-z Text en © The Author(s) 2018 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Li, Danni
Huang, Fangying
Zhao, Yingchun
Villata, Peter W.
Griffin, Timothy J.
Zhang, Lin
Li, Ling
Yu, Fang
Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study
title Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study
title_full Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study
title_fullStr Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study
title_full_unstemmed Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study
title_short Plasma lipoproteome in Alzheimer’s disease: a proof-of-concept study
title_sort plasma lipoproteome in alzheimer’s disease: a proof-of-concept study
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6147047/
https://www.ncbi.nlm.nih.gov/pubmed/30250409
http://dx.doi.org/10.1186/s12014-018-9207-z
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