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Bonnin-Marquez A, Jankowski J, Maas SL, Hermann J, Kahles F, Lellig M, Fliser D, Schunk S, Stamellou E, Berger M, Speer T, Kalim S, Leong Wong DW, van der Vorst EPC, Jankowski V. Guanidinylation compromises the anti-inflammatory and anti-oxidative properties of apolipoprotein A-I in chronic kidney disease progression. Kidney Int 2025; 107:916-929. [PMID: 40010491 DOI: 10.1016/j.kint.2025.02.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 02/13/2025] [Accepted: 02/18/2025] [Indexed: 02/28/2025]
Abstract
Chronic kidney disease (CKD) substantially heightens the likelihood of cardiovascular events, in part due to the impaired functionality of high-density lipoprotein (HDL) and its connection with atherosclerosis. Here, 82 patients with CKD stages 2-5 had their plasma isolated and analyzed using mass spectrometry to detect post-translational modifications of apolipoprotein A-I (apoA-I), the main protein component of HDL. Guanidinylation, a non-enzymatic post-translational modification, led to increased levels of apoA-I with CKD progression. The increase in guanidinylated apoA-I became significant from CKD stage 3 onwards. The modification patterns of apoA-I in patients with CKD were mimicked in vitro by exposure to O-methylisourea bisulfate. The thus modified apoA-I was used for functional assays which revealed that guanidinylation compromised the anti-inflammatory and anti-oxidative properties of apoA-I, of potential relevance for clinical findings. Specifically, guanidinylated apoA-I activated inflammatory kinases in macrophages, suggesting a mechanistic link between apoA-I modifications and inflammatory responses. These findings are in favor of alterations in the functional properties of apoA-I in patients with CKD due to guanidinylation. The identification of high guanidinylated apoA-I peptide levels in plasma highlights a novel aspect of protein modification in CKD pathophysiology. The results of our study may provide a better understanding of the molecular mechanisms underlying CKD-related cardiovascular complications and highlight the importance and the need to minimize post-translational modifications in patients with CKD.
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Affiliation(s)
- Andrea Bonnin-Marquez
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany; Aachen-Maastricht Institute for CardioRenal Disease (AMICARE), University Hospital RWTH Aachen, Aachen, Germany
| | - Joachim Jankowski
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany; Aachen-Maastricht Institute for CardioRenal Disease (AMICARE), University Hospital RWTH Aachen, Aachen, Germany; Department of Pathology, Cardiovascular Research Institute Maastricht (CARIM), University of Maastricht, Maastricht, the Netherlands
| | - Sanne L Maas
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany; Aachen-Maastricht Institute for CardioRenal Disease (AMICARE), University Hospital RWTH Aachen, Aachen, Germany
| | - Juliane Hermann
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany
| | - Florian Kahles
- Department of Cardiology, Angiology and Intensive Care Medicine, University Hospital Aachen, Aachen, Germany
| | - Michaela Lellig
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany
| | - Danilo Fliser
- Department of Internal Medicine IV-Nephrology and Hypertension, Saarland University Hospital and Saarland University Faculty of Medicine, Homburg, Germany
| | - Stefan Schunk
- Department of Internal Medicine IV-Nephrology and Hypertension, Saarland University Hospital and Saarland University Faculty of Medicine, Homburg, Germany
| | - Eleni Stamellou
- Division of Nephrology and Clinical Immunology, RWTH Aachen University, Aachen, Germany
| | - Martin Berger
- Department of Cardiology, Angiology and Intensive Care Medicine, University Hospital Aachen, Aachen, Germany
| | - Thimoteus Speer
- Department of Internal Medicine 4, Nephrology, Goethe University, Frankfurt/Main, Germany; Else Kroener Fresenius Center for Nephrological Research, Goethe University, Frankfurt/Main, Germany
| | - Sahir Kalim
- Division of Nephrology, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA; Harvard Medical School, Boston, Massachusetts, USA
| | | | - Emiel P C van der Vorst
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany; Aachen-Maastricht Institute for CardioRenal Disease (AMICARE), University Hospital RWTH Aachen, Aachen, Germany; Interdisciplinary Center for Clinical Research (IZKF), RWTH Aachen University, Aachen, Germany; Institute for Cardiovascular Prevention (IPEK), Ludwig-Maximilians-Universität München, Munich, Germany
| | - Vera Jankowski
- Institute for Molecular Cardiovascular Research (IMCAR), University Hospital Rheinisch-Westfälische Technische Hochschule Aachen, Aachen, Germany.
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2
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Ramirez-Sagredo A, Sunny AT, Cupp-Sutton KA, Chowdhury T, Zhao Z, Wu S, Chiao YA. Characterizing age-related changes in intact mitochondrial proteoforms in murine hearts using quantitative top-down proteomics. Clin Proteomics 2024; 21:57. [PMID: 39343872 PMCID: PMC11440756 DOI: 10.1186/s12014-024-09509-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 09/19/2024] [Indexed: 10/01/2024] Open
Abstract
BACKGROUND Cardiovascular diseases (CVDs) are the leading cause of death worldwide, and the prevalence of CVDs increases markedly with age. Due to the high energetic demand, the heart is highly sensitive to mitochondrial dysfunction. The complexity of the cardiac mitochondrial proteome hinders the development of effective strategies that target mitochondrial dysfunction in CVDs. Mammalian mitochondria are composed of over 1000 proteins, most of which can undergo post-translational modifications (PTMs). Top-down proteomics is a powerful technique for characterizing and quantifying proteoform sequence variations and PTMs. However, there are still knowledge gaps in the study of age-related mitochondrial proteoform changes using this technique. In this study, we used top-down proteomics to identify intact mitochondrial proteoforms in young and old hearts and determined changes in protein abundance and PTMs in cardiac aging. METHODS Intact mitochondria were isolated from the hearts of young (4-month-old) and old (24-25-month-old) mice. The mitochondria were lysed, and mitochondrial lysates were subjected to denaturation, reduction, and alkylation. For quantitative top-down analysis, there were 12 runs in total arising from 3 biological replicates in two conditions, with technical duplicates for each sample. The collected top-down datasets were deconvoluted and quantified, and then the proteoforms were identified. RESULTS From a total of 12 LC-MS/MS runs, we identified 134 unique mitochondrial proteins in the different sub-mitochondrial compartments (OMM, IMS, IMM, matrix). 823 unique proteoforms in different mass ranges were identified. Compared to cardiac mitochondria of young mice, 7 proteoforms exhibited increased abundance and 13 proteoforms exhibited decreased abundance in cardiac mitochondria of old mice. Our analysis also detected PTMs of mitochondrial proteoforms, including N-terminal acetylation, lysine succinylation, lysine acetylation, oxidation, and phosphorylation. Data are available via ProteomeXchange with the identifier PXD051505. CONCLUSION By combining mitochondrial protein enrichment using mitochondrial fractionation with quantitative top-down analysis using ultrahigh-pressure liquid chromatography (UPLC)-MS and label-free quantitation, we successfully identified and quantified intact proteoforms in the complex mitochondrial proteome. Using this approach, we detected age-related changes in abundance and PTMs of mitochondrial proteoforms in the heart.
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Affiliation(s)
- Andrea Ramirez-Sagredo
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, MS21, 825 NE 13th St, Oklahoma City, OK, 73104, USA
| | - Anju Teresa Sunny
- Department of Chemistry and Biochemistry, University of Alabama, 250 Hackberry ln, Tuscaloosa, AL, 35487, USA
| | - Kellye A Cupp-Sutton
- Department of Chemistry and Biochemistry, University of Alabama, 250 Hackberry ln, Tuscaloosa, AL, 35487, USA
| | - Trishika Chowdhury
- Department of Chemistry and Biochemistry, University of Alabama, 250 Hackberry ln, Tuscaloosa, AL, 35487, USA
| | - Zhitao Zhao
- Department of Chemistry and Biochemistry, University of Oklahoma, 101 Stephenson Parkway, Room 2210, Norman, OK, 73019-5251, USA
| | - Si Wu
- Department of Chemistry and Biochemistry, University of Alabama, 250 Hackberry ln, Tuscaloosa, AL, 35487, USA.
- Department of Chemistry and Biochemistry, University of Oklahoma, 101 Stephenson Parkway, Room 2210, Norman, OK, 73019-5251, USA.
| | - Ying Ann Chiao
- Aging and Metabolism Research Program, Oklahoma Medical Research Foundation, MS21, 825 NE 13th St, Oklahoma City, OK, 73104, USA.
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3
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Xu T, Wang Q, Wang Q, Sun L. Mass spectrometry-intensive top-down proteomics: an update on technology advancements and biomedical applications. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2024; 16:4664-4682. [PMID: 38973469 PMCID: PMC11257149 DOI: 10.1039/d4ay00651h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 06/25/2024] [Indexed: 07/09/2024]
Abstract
Proteoforms are all forms of protein molecules from the same gene because of variations at the DNA, RNA, and protein levels, e.g., alternative splicing and post-translational modifications (PTMs). Delineation of proteins in a proteoform-specific manner is crucial for understanding their biological functions. Mass spectrometry (MS)-intensive top-down proteomics (TDP) is promising for comprehensively characterizing intact proteoforms in complex biological systems. It has achieved substantial progress in technological development, including sample preparation, proteoform separations, MS instrumentation, and bioinformatics tools. In a single TDP study, thousands of proteoforms can be identified and quantified from a cell lysate. It has also been applied to various biomedical research to better our understanding of protein function in regulating cellular processes and to discover novel proteoform biomarkers of diseases for early diagnosis and therapeutic development. This review covers the most recent technological development and biomedical applications of MS-intensive TDP.
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Affiliation(s)
- Tian Xu
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA.
| | - Qianjie Wang
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA.
| | - Qianyi Wang
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA.
| | - Liangliang Sun
- Department of Chemistry, Michigan State University, 578 S Shaw Lane, East Lansing, MI 48824, USA.
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4
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Huang CF, Kline JT, Negrão F, Robey MT, Toby TK, Durbin KR, Fellers RT, Friedewald JJ, Levitsky J, Abecassis MMI, Melani RD, Kelleher NL, Fornelli L. Targeted Quantification of Proteoforms in Complex Samples by Proteoform Reaction Monitoring. Anal Chem 2024; 96:3578-3586. [PMID: 38354049 PMCID: PMC11008684 DOI: 10.1021/acs.analchem.3c05578] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/28/2024]
Abstract
Existing mass spectrometric assays used for sensitive and specific measurements of target proteins across multiple samples, such as selected/multiple reaction monitoring (SRM/MRM) or parallel reaction monitoring (PRM), are peptide-based methods for bottom-up proteomics. Here, we describe an approach based on the principle of PRM for the measurement of intact proteoforms by targeted top-down proteomics, termed proteoform reaction monitoring (PfRM). We explore the ability of our method to circumvent traditional limitations of top-down proteomics, such as sensitivity and reproducibility. We also introduce a new software program, Proteoform Finder (part of ProSight Native), specifically designed for the easy analysis of PfRM data. PfRM was initially benchmarked by quantifying three standard proteins. The linearity of the assay was shown over almost 3 orders of magnitude in the femtomole range, with limits of detection and quantification in the low femtomolar range. We later applied our multiplexed PfRM assay to complex samples to quantify biomarker candidates in peripheral blood mononuclear cells (PBMCs) from liver-transplanted patients, suggesting their possible translational applications. These results demonstrate that PfRM has the potential to contribute to the accurate quantification of protein biomarkers for diagnostic purposes and to improve our understanding of disease etiology at the proteoform level.
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Affiliation(s)
- Che-Fan Huang
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Jake T Kline
- School of Biological Sciences, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Fernanda Negrão
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Matthew T Robey
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
| | - Timothy K Toby
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Kenneth R Durbin
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
| | - Ryan T Fellers
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
| | - John J Friedewald
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Josh Levitsky
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Michael M I Abecassis
- Comprehensive Transplant Center, Northwestern University Feinberg School of Medicine, Chicago, Illinois 60611, United States
| | - Rafael D Melani
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Neil L Kelleher
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Luca Fornelli
- School of Biological Sciences, University of Oklahoma, Norman, Oklahoma 73019, United States
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, Oklahoma 73019, United States
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5
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Ramirez-Sagredo A, Sunny A, Cupp-Sutton K, Chowdhury T, Zhao Z, Wu S, Ann Chiao Y. Characterizing Age-related Changes in Intact Mitochondrial Proteoforms in Murine Hearts using Quantitative Top-Down Proteomics. RESEARCH SQUARE 2024:rs.3.rs-3868218. [PMID: 38313302 PMCID: PMC10836115 DOI: 10.21203/rs.3.rs-3868218/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2024]
Abstract
Cardiovascular diseases (CVDs) are the leading cause of death worldwide, and the prevalence of CVDs increases markedly with age. Due to the high energetic demand, the heart is highly sensitive to mitochondrial dysfunction. The complexity of the cardiac mitochondrial proteome hinders the development of effective strategies that target mitochondrial dysfunction in CVDs. Mammalian mitochondria are composed of over 1000 proteins, most of which can undergo post-translational protein modifications (PTMs). Top-down proteomics is a powerful technique for characterizing and quantifying all protein sequence variations and PTMs. However, there are still knowledge gaps in the study of age-related mitochondrial proteoform changes using this technique. In this study, we used top-down proteomics to identify intact mitochondrial proteoforms in young and old hearts and determined changes in protein abundance and PTMs in cardiac aging. METHODS Intact mitochondria were isolated from the hearts of young (4-month-old) and old (24-25-month-old) mice. The mitochondria were lysed, and mitochondrial lysates were subjected to denaturation, reduction, and alkylation. For quantitative top-down analysis, there were 12 runs in total arising from 3 biological replicates in two conditions, with technical duplicates for each sample. The collected top-down datasets were deconvoluted and quantified, and then the proteoforms were identified. RESULTS From a total of 12 LC-MS/MS runs, we identified 134 unique mitochondrial proteins in the different sub-mitochondrial compartments (OMM, IMS, IMM, matrix). 823 unique proteoforms in different mass ranges were identified. Compared to cardiac mitochondria of young mice, 7 proteoforms exhibited increased abundance and 13 proteoforms exhibited decreased abundance in cardiac mitochondria of old mice. Our analysis also detected PTMs of mitochondrial proteoforms, including N-terminal acetylation, lysine succinylation, lysine acetylation, oxidation, and phosphorylation. CONCLUSION By combining mitochondrial protein enrichment using mitochondrial fractionation with quantitative top-down analysis using ultrahigh-pressure liquid chromatography (UPLC)-MS and label-free quantitation, we successfully identified and quantified intact proteoforms in the complex mitochondrial proteome. Using this approach, we detected age-related changes in abundance and PTMs of mitochondrial proteoforms in the heart.
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6
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Kline JT, Belford MW, Boeser CL, Huguet R, Fellers RT, Greer JB, Greer SM, Horn DM, Durbin KR, Dunyach JJ, Ahsan N, Fornelli L. Orbitrap Mass Spectrometry and High-Field Asymmetric Waveform Ion Mobility Spectrometry (FAIMS) Enable the in-Depth Analysis of Human Serum Proteoforms. J Proteome Res 2023; 22:3418-3426. [PMID: 37774690 PMCID: PMC10629265 DOI: 10.1021/acs.jproteome.3c00488] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Indexed: 10/01/2023]
Abstract
Blood serum and plasma are arguably the most commonly analyzed clinical samples, with dozens of proteins serving as validated biomarkers for various human diseases. Top-down proteomics may provide additional insights into disease etiopathogenesis since this approach focuses on protein forms, or proteoforms, originally circulating in blood, potentially providing access to information about relevant post-translational modifications, truncations, single amino acid substitutions, and many other sources of protein variation. However, the vast majority of proteomic studies on serum and plasma are carried out using peptide-centric, bottom-up approaches that cannot recapitulate the original proteoform content of samples. Clinical laboratories have been slow to adopt top-down analysis, also due to higher sample handling requirements. In this study, we describe a straightforward protocol for intact proteoform sample preparation based on the depletion of albumin and immunoglobulins, followed by simplified protein fractionation via polyacrylamide gel electrophoresis. After molecular weight-based fractionation, we supplemented the traditional liquid chromatography-tandem mass spectrometry (LC-MS2) data acquisition with high-field asymmetric waveform ion mobility spectrometry (FAIMS) to further simplify serum proteoform mixtures. This LC-FAIMS-MS2 method led to the identification of over 1000 serum proteoforms < 30 kDa, outperforming traditional LC-MS2 data acquisition and more than doubling the number of proteoforms identified in previous studies.
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Affiliation(s)
- Jake T. Kline
- Department
of Biology, University of Oklahoma, Norman, Oklahoma 73019, United States
| | | | | | - Romain Huguet
- Thermo
Scientific, San Jose, California 95134, United States
| | - Ryan T. Fellers
- Proteinaceous,
Inc., Evanston, Illinois 60204, United
States
| | - Joseph B. Greer
- Proteinaceous,
Inc., Evanston, Illinois 60204, United
States
| | | | - David M. Horn
- Thermo
Scientific, San Jose, California 95134, United States
| | | | | | - Nagib Ahsan
- Department
of Chemistry and Biochemistry, University
of Oklahoma, Norman, Oklahoma 73019, United States
- Mass
Spectrometry, Proteomics and Metabolomics Core Facility, University of Oklahoma, Norman, Oklahoma 73019, United States
| | - Luca Fornelli
- Department
of Biology, University of Oklahoma, Norman, Oklahoma 73019, United States
- Department
of Chemistry and Biochemistry, University
of Oklahoma, Norman, Oklahoma 73019, United States
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7
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Robey MT, Utley D, Greer JB, Fellers RT, Kelleher NL, Durbin KR. Advancing Intact Protein Quantitation with Updated Deconvolution Routines. Anal Chem 2023; 95:14954-14962. [PMID: 37750863 PMCID: PMC10840078 DOI: 10.1021/acs.analchem.3c02345] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/27/2023]
Abstract
Analysis of intact proteins by mass spectrometry enables direct quantitation of the specific proteoforms present in a sample and is an increasingly important tool for biopharmaceutical and academic research. Interpreting and quantifying intact protein species from mass spectra typically involves many challenges including mass deconvolution and peak processing as well as determining optimal spectral averaging parameters and matching masses to theoretical proteoforms. Each of these steps can present informatic hurdles, as parameters often need to be tailored specifically to the data sets. To reduce intact mass deconvolution data analysis burdens, we built upon the widely used "sliding window" mass deconvolution technique with several additional concepts. First, we found that how spectra are averaged and the overlap in spectral windows can be tuned to favor either sensitivity or speed. A multiple window averaging approach was found to be the most effective way to increase mass detection and yielded a >2-fold increase in the number of masses detected. We also developed a targeted feature-finding routine that boosted sensitivity by >2-fold, decreased coefficient of variation across replicates by 50%, and increased the quality of mass elution profiles through 3-fold more detected time points. Lastly, we furthered existing approaches for annotating detected masses with potential proteoforms through spectral fitting for possible proteoform family modifications and network viewing. These proteoform annotation approaches ultimately produced a more accurate way of finding related, but previously unknown proteoforms from intact mass-only data. Together, these quantitation workflow improvements advance the information obtainable from intact protein mass spectrometry analyses.
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Affiliation(s)
- Matthew T Robey
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
- Northwestern University, Evanston, Illinois 60208, United States
| | - Daisha Utley
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
| | - Joseph B Greer
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
- Northwestern University, Evanston, Illinois 60208, United States
| | - Ryan T Fellers
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
- Northwestern University, Evanston, Illinois 60208, United States
| | - Neil L Kelleher
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
- Northwestern University, Evanston, Illinois 60208, United States
| | - Kenneth R Durbin
- Proteinaceous, Inc., Evanston, Illinois 60201, United States
- Northwestern University, Evanston, Illinois 60208, United States
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8
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Gianazza E, Zoanni B, Mallia A, Brioschi M, Colombo GI, Banfi C. Proteomic studies on apoB-containing lipoprotein in cardiovascular research: A comprehensive review. MASS SPECTROMETRY REVIEWS 2023; 42:1397-1423. [PMID: 34747518 DOI: 10.1002/mas.21747] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 08/05/2021] [Accepted: 08/16/2021] [Indexed: 06/07/2023]
Abstract
The complexity of cardiovascular diseases (CVDs), which remains the leading cause of death worldwide, makes the current clinical pathway for cardiovascular risk assessment unsatisfactory, as there remains a substantial unexplained residual risk. Simultaneous assessment of a large number of plasma proteins may be a promising tool to further refine risk assessment, and lipoprotein-associated proteins have the potential to fill this gap. Technical advances now allow for high-throughput proteomic analysis in a reproducible and cost-effective manner. Proteomics has great potential to identify and quantify hundreds of candidate marker proteins in a sample and allows the translation from isolated lipoproteins to whole plasma, thus providing an individual multiplexed proteomic fingerprint. This narrative review describes the pathophysiological roles of atherogenic apoB-containing lipoproteins and the recent advances in their mass spectrometry-based proteomic characterization and quantitation for better refinement of CVD risk assessment.
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Affiliation(s)
| | | | - Alice Mallia
- Centro Cardiologico Monzino, IRCCS, Milano, Italy
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9
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Lloyd-Jones C, Dos Santos Seckler H, DiStefano N, Sniderman A, Compton PD, Kelleher NL, Wilkins JT. Preparative Electrophoresis for HDL Particle Size Separation and Intact-Mass Apolipoprotein Proteoform Analysis. J Proteome Res 2023; 22:1455-1465. [PMID: 37053489 PMCID: PMC10436667 DOI: 10.1021/acs.jproteome.2c00804] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/15/2023]
Abstract
The most abundant proteins on high-density lipoproteins (HDLs), apolipoproteins A-I (APOA1) and A-II (APOA2), are determinants of HDL function with 15 and 9 proteoforms (chemical-structure variants), respectively. The relative abundance of these proteoforms in human serum is associated with HDL cholesterol efflux capacity, and cholesterol content. However, the association between proteoform concentrations and HDL size is unknown. We employed a novel native-gel electrophoresis technique, clear native gel-eluted liquid fraction entrapment electrophoresis (CN-GELFrEE) paired with mass spectrometry of intact proteins to investigate this association. Pooled serum was fractionated using acrylamide gels of lengths 8 and 25 cm. Western blotting determined molecular diameter and intact-mass spectrometry determined proteoform profiles of each fraction. The 8- and 25 cm experiments generated 19 and 36 differently sized HDL fractions, respectively. The proteoform distribution varied across size. Fatty-acylated APOA1 proteoforms were associated with larger HDL sizes (Pearson's R = 0.94, p = 4 × 10-7) and were approximately four times more abundant in particles larger than 9.6 nm than in total serum; HDL-unbound APOA1 was acylation-free and contained the pro-peptide proAPOA1. APOA2 proteoform abundance was similar across HDL sizes. Our results establish CN-GELFrEE as an effective lipid-particle separation technique and suggest that acylated proteoforms of APOA1 are associated with larger HDL particles.
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Affiliation(s)
- Cameron Lloyd-Jones
- Department of Chemistry, Department of Molecular Biosciences, Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Henrique Dos Santos Seckler
- Department of Chemistry, Department of Molecular Biosciences, Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Nicholas DiStefano
- Department of Chemistry, Department of Molecular Biosciences, Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Allan Sniderman
- Royal Victoria Hospital-McGill University Health Centre, Montreal, Quebec H3A 1W9, Canada
| | - Phillip D Compton
- Department of Chemistry, Department of Molecular Biosciences, Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Neil L Kelleher
- Department of Chemistry, Department of Molecular Biosciences, Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - John T Wilkins
- Departments of Medicine (Cardiology) and Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, United States
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10
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Lignieres L, Legros V, Khelil M, Senecaut N, Lauber MA, Camadro JM, Chevreux G. Capillary liquid chromatography coupled with mass spectrometry for analysis of nanogram protein quantities on a wide-pore superficially porous particle column in top-down proteomics. J Chromatogr B Analyt Technol Biomed Life Sci 2023; 1214:123566. [PMID: 36516651 DOI: 10.1016/j.jchromb.2022.123566] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2022] [Revised: 12/01/2022] [Accepted: 12/02/2022] [Indexed: 12/13/2022]
Abstract
In top-down proteomics experiments, intact protein ions are subjected to gas-phase fragmentation for MS analysis without prior digestion. This approach is used to characterize post-translational modifications and clipped forms of proteins, avoids several "inference" problems associated with bottom-up proteomics, and is well suited to the study of proteoforms. In the past decade, top-down proteomics has progressed rapidly, taking advantage of MS instrumentation improvements and the efforts of pioneering groups working to improve sample handling and data processing. The potential of this technology has been established through its successful use in a number of important biological studies. However, many challenges remain to be addressed like improving protein separation capabilities such that it might become possible to expand the dynamic range of whole proteome analysis, address co-elution and convoluted mass spectral data, and aid final data processing from peak identification to quantification. In this study, we investigated the use of a wide-pore silica-based superficially porous media with a high coverage phenyl bonding, commercially packed into customized capillary columns for the purpose of top-down proteomics. Protein samples of increasing complexity were tested, namely subunit digests of a monoclonal antibody, components of purified histones and proteins extracted from eukaryotic ribosomes. High quality mass spectra were obtained from only 100 ng of protein sample while using difluoroacetic acid as an ion pairing agent to improve peak shape and chromatographic resolution. A peak width at half height of about 15 s for a 45 min gradient time was observed on a complex mixture giving an estimated peak capacity close to 100. Most importantly, efficient separations were obtained for highly diverse proteins and there was no need to make method specific adjustments, suggesting this is a highly versatile and easy-to-use setup for top-down proteomics.
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Affiliation(s)
- Laurent Lignieres
- Université Paris Cité, CNRS, Institut Jacques Monod, F-75013 Paris, France
| | - Véronique Legros
- Université Paris Cité, CNRS, Institut Jacques Monod, F-75013 Paris, France
| | - Manel Khelil
- Université Paris Cité, CNRS, Institut Jacques Monod, F-75013 Paris, France
| | - Nicolas Senecaut
- Université Paris Cité, CNRS, Institut Jacques Monod, F-75013 Paris, France
| | - Matthew A Lauber
- Waters Corporation, 34, Maple Street, Milford, MA 01757-3696, United States
| | | | - Guillaume Chevreux
- Université Paris Cité, CNRS, Institut Jacques Monod, F-75013 Paris, France.
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11
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Ives A, Dunn HA, Afsari HS, Seckler HDS, Foroutan MJ, Chavez E, Melani RD, Fellers RT, LeDuc RD, Thomas PM, Martemyanov KA, Kelleher NL, Vafabakhsh R. Middle-Down Mass Spectrometry Reveals Activity-Modifying Phosphorylation Barcode in a Class C G Protein-Coupled Receptor. J Am Chem Soc 2022; 144:23104-23114. [PMID: 36475650 PMCID: PMC9785046 DOI: 10.1021/jacs.2c10697] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
G protein-coupled receptors (GPCRs) are the largest family of membrane receptors in humans. They mediate nearly all aspects of human physiology and thus are of high therapeutic interest. GPCR signaling is regulated in space and time by receptor phosphorylation. It is believed that different phosphorylation states are possible for a single receptor, and each encodes for unique signaling outcomes. Methods to determine the phosphorylation status of GPCRs are critical for understanding receptor physiology and signaling properties of GPCR ligands and therapeutics. However, common proteomic techniques have provided limited quantitative information regarding total receptor phosphorylation stoichiometry, relative abundances of isomeric modification states, and temporal dynamics of these parameters. Here, we report a novel middle-down proteomic strategy and parallel reaction monitoring (PRM) to quantify the phosphorylation states of the C-terminal tail of metabotropic glutamate receptor 2 (mGluR2). By this approach, we found that mGluR2 is subject to both basal and agonist-induced phosphorylation at up to four simultaneous sites with varying probability. Using a PRM tandem mass spectrometry methodology, we localized the positions and quantified the relative abundance of phosphorylations following treatment with an agonist. Our analysis showed that phosphorylation within specific regions of the C-terminal tail of mGluR2 is sensitive to receptor activation, and subsequent site-directed mutagenesis of these sites identified key regions which tune receptor sensitivity. This study demonstrates that middle-down purification followed by label-free quantification is a powerful, quantitative, and accessible tool for characterizing phosphorylation states of GPCRs and other challenging proteins.
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Affiliation(s)
- Ashley
N. Ives
- Department
of Chemistry, Northwestern University, Evanston, Illinois 60208 United States
| | - Henry A. Dunn
- Department
of Neuroscience, The Scripps Research Institute, Jupiter, Florida 33458, United States,Department
of Pharmacology and Therapeutics, University
of Manitoba, Winnipeg, Manitoba R3E 0T6, Canada,Division
of Neurodegenerative Disorders, St. Boniface Hospital Albrechtsen
Research Centre, Winnipeg, Manitoba R2H 2A6, Canada
| | - Hamid Samareh Afsari
- Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States
| | | | - Max J. Foroutan
- Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States
| | - Erica Chavez
- Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States
| | - Rafael D. Melani
- Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States,National
Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois 60208, United States
| | - Ryan T. Fellers
- National
Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois 60208, United States
| | - Richard D. LeDuc
- National
Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois 60208, United States
| | - Paul M. Thomas
- Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States,National
Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois 60208, United States
| | - Kirill A. Martemyanov
- Department
of Neuroscience, The Scripps Research Institute, Jupiter, Florida 33458, United States
| | - Neil L. Kelleher
- Department
of Chemistry, Northwestern University, Evanston, Illinois 60208 United States,Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States,National
Resource for Translational and Developmental Proteomics, Northwestern University, Evanston, Illinois 60208, United States
| | - Reza Vafabakhsh
- Department
of Molecular Biosciences, Northwestern University, Evanston, Illinois 60208, United States,
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12
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Abstract
Apolipoproteins, the protein component of lipoproteins, play an important role in lipid transport, lipoprotein assembly, and receptor recognition. Apolipoproteins are glycosylated and the glycan moieties play an integral role in apolipoprotein function. Changes in apolipoprotein glycosylation correlate with several diseases manifesting in dyslipidemias. Despite their relevance in apolipoprotein function and diseases, the total glycan repertoire of most apolipoproteins remains undefined. This review summarizes the current knowledge and knowledge gaps regarding human apolipoprotein glycan composition, structure, glycosylation site, and functions. Given the relevance of glycosylation to apolipoprotein function, we expect that future studies of apolipoprotein glycosylation will contribute new understanding of disease processes and uncover relevant biomarkers and therapeutic targets. Considering these future efforts, we also provide a brief overview of current mass spectrometry based technologies that can be applied to define detailed glycan structures, site-specific compositions, and the role of emerging approaches for clinical applications in biomarker discovery and personalized medicine.
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13
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Wilkins JT, Rohatgi A. Resolution of apolipoprotein A1 and A2 proteoforms: their cardiometabolic correlates and implications for future research. Curr Opin Lipidol 2022; 33:264-269. [PMID: 36082946 PMCID: PMC10903106 DOI: 10.1097/mol.0000000000000840] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE OF REVIEW A 'proteoform' is defined as one specific protein structural form that results from the combination of allelic variation, alternative RNA splicing, and/or posttranslational modifications (PTMs) in specific locations on the amino acid backbone. Apolipoproteins A1 and A2 are highly abundant apolipoproteins that mediate HDL structure and function. ApoA1 and apoA2 are known to undergo PTMs, which results in multiple proteoforms. However, the catalogue of apoA1 and apoA2 proteoforms as well as their associations with cardiometabolic health characteristics has not been described until recently. In this brief review, we discuss recent efforts to catalogue the spectrum of apoA1 and apoA2 proteoforms, to understand the relationships between the relative abundance of these proteoforms with cardiometabolic phenotypic characteristics, and we will discuss the implications of these findings to future research. RECENT FINDINGS A broad spectrum of apoA1 and apoA2 proteoforms has been characterized. Although, the types of apoA1 and A2 proteoforms are consistent across individuals, the relative abundances of proteoforms can vary substantially between individuals. Proteoform-specific associations with cardiometabolic characteristics in humans, independent of absolute apolipoprotein abundance, have been described. These recent findings suggest multiple levels of protein structural variation that arise from known and unknown metabolic pathways may be important markers or mediators of cardiometabolic health. SUMMARY Understanding the associations between apolipoprotein proteoforms and phenotype may lead to enhanced understanding of how apolipoproteins mediate lipid metabolism and affect atherosclerotic cardiovascular disease (ASCVD) risk, which may lead to discovery of novel markers of risk and/or key mechanistic insights that may drive further druggable targets for modifying lipid metabolism and reducing ASCVD risk.
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Affiliation(s)
- John T Wilkins
- Division of Cardiology, Department of Medicine
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Anand Rohatgi
- Division of Cardiology, Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
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14
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Drown BS, Jooß K, Melani RD, Lloyd-Jones C, Camarillo JM, Kelleher NL. Mapping the Proteoform Landscape of Five Human Tissues. J Proteome Res 2022; 21:1299-1310. [PMID: 35413190 PMCID: PMC9087339 DOI: 10.1021/acs.jproteome.2c00034] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
A functional understanding of the human body requires structure-function studies of proteins at scale. The chemical structure of proteins is controlled at the transcriptional, translational, and post-translational levels, creating a variety of products with modulated functions within the cell. The term "proteoform" encapsulates this complexity at the level of chemical composition. Comprehensive mapping of the proteoform landscape in human tissues necessitates analytical techniques with increased sensitivity and depth of coverage. Here, we took a top-down proteomics approach, combining data generated using capillary zone electrophoresis (CZE) and nanoflow reversed-phase liquid chromatography (RPLC) hyphenated to mass spectrometry to identify and characterize proteoforms from the human lungs, heart, spleen, small intestine, and kidneys. CZE and RPLC provided complementary post-translational modification and proteoform selectivity, thereby enhancing the overall proteome coverage when used in combination. Of the 11,466 proteoforms identified in this study, 7373 (64%) were not reported previously. Large differences in the protein and proteoform level were readily quantified, with initial inferences about proteoform biology operative in the analyzed organs. Differential proteoform regulation of defensins, glutathione transferases, and sarcomeric proteins across tissues generate hypotheses about how they function and are regulated in human health and disease.
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Affiliation(s)
- Bryon S Drown
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Kevin Jooß
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Rafael D Melani
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Cameron Lloyd-Jones
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Jeannie M Camarillo
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
| | - Neil L Kelleher
- Departments of Molecular Biosciences, Chemistry, and the Feinberg School of Medicine, Northwestern University, Evanston, Illinois 60208, United States
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15
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Hancock-Cerutti W, Millar JS, Valentini S, Liu J, Billheimer JT, Rader DJ, Cuchel M. Assessing HDL Metabolism in Subjects with Elevated Levels of HDL Cholesterol and Coronary Artery Disease. Molecules 2021; 26:6862. [PMID: 34833954 PMCID: PMC8623898 DOI: 10.3390/molecules26226862] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2021] [Revised: 10/27/2021] [Accepted: 11/06/2021] [Indexed: 12/26/2022] Open
Abstract
High-density lipoprotein cholesterol (HDL-C) is thought to be atheroprotective yet some patients with elevated HDL-C levels develop cardiovascular disease, possibly due to the presence of dysfunctional HDL. We aimed to assess the metabolic fate of circulating HDL particles in patients with high HDL-C with and without coronary artery disease (CAD) using in vivo dual labeling of its cholesterol and protein moieties. We measured HDL apolipoprotein (apo) A-I, apoA-II, free cholesterol (FC), and cholesteryl ester (CE) kinetics using stable isotope-labeled tracers (D3-leucine and 13C2-acetate) as well as ex vivo cholesterol efflux to HDL in subjects with (n = 6) and without (n = 6) CAD that had HDL-C levels >90th percentile. Healthy controls with HDL-C within the normal range (n = 6) who underwent the same procedures were used as the reference. Subjects with high HDL-C with and without CAD had similar plasma lipid levels and similar apoA-I, apoA-II, HDL FC, and CE pool sizes with no significant differences in fractional clearance rates (FCRs) or production rates (PRs) of these components between groups. Subjects with high HDL-C with and without CAD also had similar basal and cAMP-stimulated ex vivo cholesterol efflux to HDL. When all subjects were considered (n = 18), unstimulated non-ABCA1-mediated efflux (but not ABCA1-specific efflux) was correlated positively with apoA-I production (r = 0.552, p = 0.017) and HDL FC and CE pool sizes, and negatively with the fractional clearance rate of FC (r = -0.759, p = 4.1 × 10-4) and CE (r = -0.652, p = 4.57 × 10-3). Our data are consistent with the concept that ex vivo non-ABCA1 efflux capacity may correlate with slower in vivo turnover of HDL cholesterol moieties. The use of a dual labeling protocol provided for the first time the opportunity to assess the association of ex vivo cholesterol efflux capacity with in vivo HDL cholesterol metabolic parameters.
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Affiliation(s)
| | | | | | | | | | | | - Marina Cuchel
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine University of Pennsylvania, Philadelphia, PA 19104, USA; (W.H.-C.); (J.S.M.); (S.V.); (J.L.); (J.T.B.); (D.J.R.)
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16
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Wilkins JT, Seckler HS, Rink J, Compton PD, Fornelli L, Thaxton CS, LeDuc R, Jacobs D, Doubleday PF, Sniderman A, Lloyd-Jones DM, Kelleher NL. Spectrum of Apolipoprotein AI and Apolipoprotein AII Proteoforms and Their Associations With Indices of Cardiometabolic Health: The CARDIA Study. J Am Heart Assoc 2021; 10:e019890. [PMID: 34472376 PMCID: PMC8649248 DOI: 10.1161/jaha.120.019890] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
Background ApoAI (apolipoproteins AI) and apoAII (apolipoprotein AII) are structural and functional proteins of high‐density lipoproteins (HDL) which undergo post‐translational modifications at specific residues, creating distinct proteoforms. While specific post‐translational modifications have been reported to alter apolipoprotein function, the full spectrum of apoAI and apoAII proteoforms and their associations with cardiometabolic phenotype remains unknown. Herein, we comprehensively characterize apoAI and apoAII proteoforms detectable in serum and their post‐translational modifications and quantify their associations with cardiometabolic health indices. Methods and Results Using top‐down proteomics (mass‐spectrometric analysis of intact proteins), we analyzed paired serum samples from 150 CARDIA (Coronary Artery Risk Development in Young Adults) study participants from year 20 and 25 exams. Measuring 15 apoAI and 9 apoAII proteoforms, 6 of which carried novel post‐translational modifications, we quantified associations between percent proteoform abundance and key cardiometabolic indices. Canonical (unmodified) apoAI had inverse associations with HDL cholesterol and HDL‐cholesterol efflux, and positive associations with obesity indices (body mass index, waist circumference), and triglycerides, whereas glycated apoAI showed positive associations with serum glucose and diabetes mellitus. Fatty‐acid‒modified ApoAI proteoforms had positive associations with HDL cholesterol and efflux, and inverse associations with obesity indices and triglycerides. Truncated and dimerized proteoforms of apoAII were associated with HDL cholesterol (positively) and obesity indices (inversely). Several proteoforms had no significant associations with phenotype. Conclusions Associations between apoAI and AII and cardiometabolic indices are proteoform‐specific. These results provide “proof‐of‐concept” that precise chemical characterization of human apolipoproteins will yield improved insights into the complex pathways through which proteins signify and mediate health and disease.
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Affiliation(s)
- John T Wilkins
- Department of Medicine (Cardiology) and Department of Preventive Medicine Northwestern University Chicago IL
| | - Henrique S Seckler
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - Jonathan Rink
- Department of Medicine (Urology) Northwestern University Chicago IL
| | - Philip D Compton
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - Luca Fornelli
- Department of Molecular Biology University of Oklahoma Norman OK
| | - C Shad Thaxton
- Department of Medicine (Urology) Northwestern University Chicago IL
| | - Rich LeDuc
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - David Jacobs
- Division of Epidemiology and Community Health School of Public Health University of Minnesota Minneapolis MN
| | - Peter F Doubleday
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
| | - Allan Sniderman
- Mike and Valeria Rosenbloom Centre for Cardiovascular Prevention Department of Medicine McGill University Health Centre Montreal Quebec Canada
| | - Donald M Lloyd-Jones
- Department of Medicine (Cardiology) and Department of Preventive Medicine Northwestern University Chicago IL
| | - Neil L Kelleher
- Department of Chemistry Chemistry of Life Processes Institute and Proteomics Center of Excellence Northwestern University Evanston IL
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17
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Tracz J, Luczak M. Applying Proteomics and Integrative "Omics" Strategies to Decipher the Chronic Kidney Disease-Related Atherosclerosis. Int J Mol Sci 2021; 22:7492. [PMID: 34299112 PMCID: PMC8305100 DOI: 10.3390/ijms22147492] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2021] [Revised: 07/06/2021] [Accepted: 07/08/2021] [Indexed: 02/07/2023] Open
Abstract
Patients with chronic kidney disease (CKD) are at increased risk of atherosclerosis and premature mortality, mainly due to cardiovascular events. However, well-known risk factors, which promote "classical" atherosclerosis are alone insufficient to explain the high prevalence of atherosclerosis-related to CKD (CKD-A). The complexity of the molecular mechanisms underlying the acceleration of CKD-A is still to be defied. To obtain a holistic picture of these changes, comprehensive proteomic approaches have been developed including global protein profiling followed by functional bioinformatics analyses of dysregulated pathways. Furthermore, proteomics surveys in combination with other "omics" techniques, i.e., transcriptomics and metabolomics as well as physiological assays provide a solid ground for interpretation of observed phenomena in the context of disease pathology. This review discusses the comprehensive application of various "omics" approaches, with emphasis on proteomics, to tackle the molecular mechanisms underlying CKD-A progression. We summarize here the recent findings derived from global proteomic approaches and underline the potential of utilizing integrative systems biology, to gain a deeper insight into the pathogenesis of CKD-A and other disorders.
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Affiliation(s)
| | - Magdalena Luczak
- European Centre for Bioinformatics and Genomics, Institute of Bioorganic Chemistry, Polish Academy of Sciences, 61-704 Poznan, Poland;
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18
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Santos Seckler HD, Park HM, Lloyd-Jones CM, Melani RD, Camarillo JM, Wilkins JT, Compton PD, Kelleher NL. New Interface for Faster Proteoform Analysis: Immunoprecipitation Coupled with SampleStream-Mass Spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2021; 32:1659-1670. [PMID: 34043341 PMCID: PMC8530194 DOI: 10.1021/jasms.1c00026] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Different proteoform products of the same gene can exhibit differing associations with health and disease, and their patterns of modifications may offer more precise markers of phenotypic differences between individuals. However, currently employed protein-biomarker discovery and quantification tools, such as bottom-up proteomics and ELISAs, are mostly proteoform-unaware. Moreover, the current throughput for proteoform-level analyses by liquid chromatography mass spectrometry (LCMS) for quantitative top-down proteomics is incompatible with population-level biomarker surveys requiring robust, faster proteoform analysis. To this end, we developed immunoprecipitation coupled to SampleStream mass spectrometry (IP-SampleStream-MS) as a high-throughput, automated technique for the targeted quantification of proteoforms. We applied IP-SampleStream-MS to serum samples of 25 individuals to assess the proteoform abundances of apolipoproteins A-I (ApoA-I) and C-III (ApoC-III). The results for ApoA-I were compared to those of LCMS for these individuals, with IP-SampleStream-MS showing a >7-fold higher throughput with >50% better analytical variation. Proteoform abundances measured by IP-SampleStream-MS correlated strongly to LCMS-based values (R2 = 0.6-0.9) and produced convergent proteoform-to-phenotype associations, namely, the abundance of canonical ApoA-I was associated with lower HDL-C (R = 0.5) and glycated ApoA-I with higher fasting glucose (R = 0.6). We also observed proteoform-to-phenotype associations for ApoC-III, 22 glycoproteoforms of which were characterized in this study. The abundance of ApoC-III modified by a single N-acetyl hexosamine (HexNAc) was associated with indices of obesity, such as BMI, weight, and waist circumference (R ∼ 0.7). These data show IP-SampleStream-MS to be a robust, scalable workflow for high-throughput associations of proteoforms to phenotypes.
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Affiliation(s)
- Henrique Dos Santos Seckler
- Department of Chemistry, Chemistry of Life Processes Institute and Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Hae-Min Park
- Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 34134, South Korea
| | - Cameron M Lloyd-Jones
- Department of Chemistry, Chemistry of Life Processes Institute and Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Rafael D Melani
- Department of Chemistry, Chemistry of Life Processes Institute and Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - Jeannie M Camarillo
- Department of Chemistry, Chemistry of Life Processes Institute and Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
| | - John T Wilkins
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois 60611, United States
| | - Philip D Compton
- Department of Chemistry, Chemistry of Life Processes Institute and Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
- Integrated Protein Technologies, Inc., Evanston, Illinois 60646, United States
| | - Neil L Kelleher
- Department of Chemistry, Chemistry of Life Processes Institute and Proteomics Center of Excellence, Northwestern University, Evanston, Illinois 60208, United States
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19
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Jeong K, Kim J, Gaikwad M, Hidayah SN, Heikaus L, Schlüter H, Kohlbacher O. FLASHDeconv: Ultrafast, High-Quality Feature Deconvolution for Top-Down Proteomics. Cell Syst 2020; 10:213-218.e6. [DOI: 10.1016/j.cels.2020.01.003] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Revised: 12/19/2019] [Accepted: 01/27/2020] [Indexed: 02/06/2023]
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20
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Jacobs-Cachá C, Puig-Gay N, Helm D, Rettel M, Sellarès J, Meseguer A, Savitski MM, Moreso FJ, Soler MJ, Seron D, Lopez-Hellin J. A misprocessed form of Apolipoprotein A-I is specifically associated with recurrent Focal Segmental Glomerulosclerosis. Sci Rep 2020; 10:1159. [PMID: 31980684 PMCID: PMC6981185 DOI: 10.1038/s41598-020-58197-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 01/10/2020] [Indexed: 12/29/2022] Open
Abstract
Apolipoprotein A-Ib (ApoA-Ib) is a high molecular weight form of Apolipoprotein A-I (ApoA-I) found specifically in the urine of kidney-transplanted patients with recurrent idiopathic focal segmental glomerulosclerosis (FSGS). To determine the nature of the modification present in ApoA-Ib, we sequenced the whole APOA1 gene in ApoA-Ib positive and negative patients, and we also studied the protein primary structure using mass spectrometry. No genetic variations in the APOA1 gene were found in the ApoA-Ib positive patients that could explain the increase in its molecular mass. The mass spectrometry analysis revealed three extra amino acids at the N-Terminal end of ApoA-Ib that were not present in the standard plasmatic form of ApoA-I. These amino acids corresponded to half of the propeptide sequence of the immature form of ApoA-I (proApoA-I) indicating that ApoA-Ib is a misprocessed form of proApoA-I. The description of ApoA-Ib could be relevant not only because it can allow the automated analysis of this biomarker in the clinical practice but also because it has the potential to shed light into the molecular mechanisms that cause idiopathic FSGS, which is currently unknown.
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Affiliation(s)
- Conxita Jacobs-Cachá
- Nephrology Research Group, Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain. .,Nephrology Department, Hospital Vall d'Hebrón, Barcelona, Spain.
| | - Natàlia Puig-Gay
- Renal Physiopathology Group-CIBBIM. Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Dominic Helm
- Proteomics Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Mandy Rettel
- Proteomics Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Joana Sellarès
- Nephrology Research Group, Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain.,Nephrology Department, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Anna Meseguer
- Renal Physiopathology Group-CIBBIM. Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Mikhail M Savitski
- Proteomics Core Facility, European Molecular Biology Laboratory, Heidelberg, Germany.,Genome Biology, European Molecular Biology Laboratory, Heidelberg, Germany
| | - Francesc J Moreso
- Nephrology Research Group, Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain.,Nephrology Department, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Maria José Soler
- Nephrology Research Group, Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain.,Nephrology Department, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Daniel Seron
- Nephrology Research Group, Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain.,Nephrology Department, Hospital Vall d'Hebrón, Barcelona, Spain
| | - Joan Lopez-Hellin
- Renal Physiopathology Group-CIBBIM. Hospital Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain. .,Biochemistry Department, Hospital Vall d'Hebrón, Barcelona, Spain.
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21
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Affiliation(s)
| | | | - Jennifer S. Brodbelt
- Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, United States
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22
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Huguet R, Mullen C, Srzentić K, Greer JB, Fellers RT, Zabrouskov V, Syka JEP, Kelleher NL, Fornelli L. Proton Transfer Charge Reduction Enables High-Throughput Top-Down Analysis of Large Proteoforms. Anal Chem 2019; 91:15732-15739. [PMID: 31714757 DOI: 10.1021/acs.analchem.9b03925] [Citation(s) in RCA: 61] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Despite the recent technological advances in Fourier transform mass spectrometry (FTMS) instrumentation, top-down proteomics (TDP) is currently mostly applied to the characterization of proteoforms <30 kDa due to the poor performance of high-resolution FTMS for the analysis of larger proteoforms and the high complexity of intact proteomes in the 30-60 kDa mass range. Here, we propose a novel data acquisition method based on ion-ion proton transfer, herein termed proton transfer charge reduction (PTCR), to investigate large proteoforms of Pseudomonas aeruginosa in a high-throughput fashion. We designed a targeted data acquisition strategy, named tPTCR, which applies two consecutive gas phase fractionation steps for obtaining intact precursor masses: first, a narrow (1.5 m/z-wide) quadrupole filter m/z transmission window is used to select a subset of charge states from all ionized proteoform cations; second, this aliquot of protein cations is subjected to PTCR in order to reduce their average charge state: upon m/z analysis in an Orbitrap, proteoform mass spectra with minimal m/z peak overlap and easy-to-interpret charge state distributions are obtained, simplifying the proteoform mass calculation. Subsequently, the same quadrupole-selected narrow m/z region of analytes is subjected to collisional dissociation to obtain proteoform sequence information, which used in combination with intact mass information leads to proteoform identification through an off-line database search. The newly proposed method was benchmarked against the previously developed "medium/high" data-dependent acquisition strategy and doubled the number of UniProt entries and proteoforms >30 kDa identified on the liquid chromatography time scale.
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Affiliation(s)
- Romain Huguet
- Thermo Fisher Scientific , 355 River Oaks Parkway , San Jose , California 95134 , United States
| | - Christopher Mullen
- Thermo Fisher Scientific , 355 River Oaks Parkway , San Jose , California 95134 , United States
| | - Kristina Srzentić
- Thermo Fisher Scientific , 790 Memorial Drive, Suite 2D , Cambridge , Massachusetts 02139 , United States
| | - Joseph B Greer
- Departments of Chemistry and Molecular Biosciences, and the Proteomics Center of Excellence , Northwestern University , 2170 Campus Drive , Evanston , Illinois 60208 , United States
| | - Ryan T Fellers
- Departments of Chemistry and Molecular Biosciences, and the Proteomics Center of Excellence , Northwestern University , 2170 Campus Drive , Evanston , Illinois 60208 , United States
| | - Vlad Zabrouskov
- Thermo Fisher Scientific , 355 River Oaks Parkway , San Jose , California 95134 , United States
| | - John E P Syka
- Thermo Fisher Scientific , 355 River Oaks Parkway , San Jose , California 95134 , United States
| | - Neil L Kelleher
- Departments of Chemistry and Molecular Biosciences, and the Proteomics Center of Excellence , Northwestern University , 2170 Campus Drive , Evanston , Illinois 60208 , United States
| | - Luca Fornelli
- Department of Biology , University of Oklahoma , 730 Van Vleet Oval , Norman , Oklahoma 73071 , United States
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23
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LI WF, YAN DW, JIN Y, LI HY, MA M, WU ZZ. Application of Mass Spectrometry in Analysis of Non-Enzymatic Glycation Proteins in Diabetic Blood. CHINESE JOURNAL OF ANALYTICAL CHEMISTRY 2019. [DOI: 10.1016/s1872-2040(19)61197-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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24
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Rodriguez A, Trigatti BL, Mineo C, Knaack D, Wilkins JT, Sahoo D, Asztalos BF, Mora S, Cuchel M, Pownall HJ, Rosales C, Bernatchez P, Ribeiro Martins da Silva A, Getz GS, Barber JL, Shearer GC, Zivkovic AM, Tietge UJF, Sacks FM, Connelly MA, Oda MN, Davidson WS, Sorci-Thomas MG, Vaisar T, Ruotolo G, Vickers KC, Martel C. Proceedings of the Ninth HDL (High-Density Lipoprotein) Workshop: Focus on Cardiovascular Disease. Arterioscler Thromb Vasc Biol 2019; 39:2457-2467. [PMID: 31597448 DOI: 10.1161/atvbaha.119.313340] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The HDL (high-density lipoprotein) Workshop was established in 2009 as a forum for candid discussions among academic basic scientists, clinical investigators, and industry researchers about the role of HDL in cardiovascular disease. This ninth HDL Workshop was held on May 16 to 17, 2019 in Boston, MA, and included outstanding oral presentations from established and emerging investigators. The Workshop featured 5 sessions with topics that tackled the role of HDL in the vasculature, its structural complexity, its role in health and disease states, and its interaction with the intestinal microbiome. The highlight of the program was awarding the Jack Oram Award to the distinguished professor emeritus G.S. Getz from the University of Chicago. The tenth HDL Workshop will be held on May 2020 in Chicago and will continue the focus on intellectually stimulating presentations by established and emerging investigators on novel roles of HDL in cardiovascular and noncardiovascular health and disease states.
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Affiliation(s)
- Annabelle Rodriguez
- From the Center for Vascular Biology, Department of Cell Biology, University of Connecticut Health, Farmington (A.R.)
| | - Bernardo L Trigatti
- Department of Biochemistry and Biomedical Sciences, McMaster University, and Thrombosis and Atherosclerosis Research Institute, McMaster University and Hamilton Health Sciences, Hamilton, ON, Canada (B.L.T.)
| | - Chieko Mineo
- Center for Pulmonary and Vascular Biology, Department of Pediatrics and Cell Biology, University of Texas Southwestern Medical Center, Dallas (C.M.)
| | - Darcy Knaack
- Department of Biochemistry (D.K., D.S.), Medical College of Wisconsin, Milwaukee
| | - John T Wilkins
- Division of Cardiology, Departments of Medicine and of Preventive Medicine, Northwestern University, Chicago, IL (J.T.W.)
| | - Daisy Sahoo
- Department of Biochemistry (D.K., D.S.), Medical College of Wisconsin, Milwaukee.,Division of Endocrinology (D.S., M.G.S.-T.), Medical College of Wisconsin, Milwaukee
| | - Bela F Asztalos
- Human Nutrition Research Center, Tufts University, Boston, MA (B.F.A.)
| | - Samia Mora
- Center for Lipid Metabolomics, Divisions of Preventive and Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA (S.M.)
| | - Marina Cuchel
- Division of Translational Medicine and Human Genetics, Perelman School of Medicine, University of Pennsylvania, Philadelphia (M.C.)
| | - Henry J Pownall
- Institute for Academic Medicine, Houston Methodist, Weill Cornell Medical College, Houston, TX (H.J.P., C.R.)
| | - Corina Rosales
- Institute for Academic Medicine, Houston Methodist, Weill Cornell Medical College, Houston, TX (H.J.P., C.R.)
| | - Pascal Bernatchez
- Department of Anesthesiology, Pharmacology and Therapeutics, University of British Columbia, Heart and Lung Innovation Centre, St Paul's Hospital, Vancouver, BC, Canada (P.B.)
| | | | - Godfrey S Getz
- Department of Pathology, University of Chicago, IL (G.S.G.)
| | - Jacob L Barber
- Department of Exercise Science, University of South Carolina, Columbia (J.L.B.)
| | - Gregory C Shearer
- Department Nutritional Sciences, The Pennsylvania State University, University Park (G.C.S.)
| | | | - Uwe J F Tietge
- Division of Clinical Chemistry, Department of Laboratory Medicine, Karolinska Institutet, Stockholm, Sweden (U.J.F.T.).,Clinical Chemistry, Karolinska University Laboratory, Karolinska University Hospital, Stockholm, Sweden (U.J.F.T.)
| | - Frank M Sacks
- Harvard T.H. Chan School of Public Health, Boston, MA (F.M.S.)
| | - Margery A Connelly
- Laboratory Corporation of America Holdings (LabCorp), Morrisville, NC (M.A.C.)
| | | | - W Sean Davidson
- Department of Pathology and Laboratory Medicine, University of Cincinnati, OH (W.S.D.)
| | - Mary G Sorci-Thomas
- Division of Endocrinology (D.S., M.G.S.-T.), Medical College of Wisconsin, Milwaukee
| | - Tomas Vaisar
- UW Medicine Diabetes Institute, University of Washington, Seattle (T.V.)
| | | | - Kasey C Vickers
- Division of Cardiovascular Medicine, Department of Medicine, Vanderbilt University School of Medicine, Nashville, TN (K.C.V.)
| | - Catherine Martel
- Montreal Heart Institute, Montreal and Department of Medicine, Faculty of Medicine, Université de Montréal, Montreal, QC, Canada (C.M.)
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25
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Klont F, Pouwels SD, Bults P, van de Merbel NC, ten Hacken NH, Horvatovich P, Bischoff R. Quantification of surfactant protein D (SPD) in human serum by liquid chromatography-mass spectrometry (LC-MS). Talanta 2019; 202:507-513. [DOI: 10.1016/j.talanta.2019.05.028] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Revised: 05/01/2019] [Accepted: 05/03/2019] [Indexed: 01/02/2023]
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26
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Schaffer LV, Millikin RJ, Miller RM, Anderson LC, Fellers RT, Ge Y, Kelleher NL, LeDuc RD, Liu X, Payne SH, Sun L, Thomas PM, Tucholski T, Wang Z, Wu S, Wu Z, Yu D, Shortreed MR, Smith LM. Identification and Quantification of Proteoforms by Mass Spectrometry. Proteomics 2019; 19:e1800361. [PMID: 31050378 PMCID: PMC6602557 DOI: 10.1002/pmic.201800361] [Citation(s) in RCA: 140] [Impact Index Per Article: 23.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 04/07/2019] [Indexed: 12/29/2022]
Abstract
A proteoform is a defined form of a protein derived from a given gene with a specific amino acid sequence and localized post-translational modifications. In top-down proteomic analyses, proteoforms are identified and quantified through mass spectrometric analysis of intact proteins. Recent technological developments have enabled comprehensive proteoform analyses in complex samples, and an increasing number of laboratories are adopting top-down proteomic workflows. In this review, some recent advances are outlined and current challenges and future directions for the field are discussed.
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Affiliation(s)
- Leah V Schaffer
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Robert J Millikin
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Rachel M Miller
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Lissa C Anderson
- Ion Cyclotron Resonance Program, National High Magnetic Field Laboratory, Tallahassee, FL, 32310, USA
| | - Ryan T Fellers
- Proteomics Center of Excellence, Northwestern University, Evanston, IL, 60208, USA
| | - Ying Ge
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
- Department of Cell and Regenerative Biology and Human Proteomics Program, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Neil L Kelleher
- Proteomics Center of Excellence, Northwestern University, Evanston, IL, 60208, USA
- Department of Chemistry and Molecular Biosciences and the Division of Hematology and Oncology, Northwestern University, Evanston, IL, 60208, USA
| | - Richard D LeDuc
- Proteomics Center of Excellence, Northwestern University, Evanston, IL, 60208, USA
| | - Xiaowen Liu
- Department of BioHealth Informatics, Indiana University-Purdue University, Indianapolis, IN, 46202, USA
- Center for Computational Biology and Bioinformatics, Indiana University School of Medicine, Indianapolis, IN, 46202, USA
| | - Samuel H Payne
- Department of Biology, Brigham Young University, Provo, UT, 84602
| | - Liangliang Sun
- Department of Chemistry, Michigan State University, East Lansing, MI, 48824, USA
| | - Paul M Thomas
- Proteomics Center of Excellence, Northwestern University, Evanston, IL, 60208, USA
| | - Trisha Tucholski
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Zhe Wang
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Si Wu
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Zhijie Wu
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Dahang Yu
- Department of Chemistry and Biochemistry, University of Oklahoma, Norman, OK, 73019, USA
| | - Michael R Shortreed
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
| | - Lloyd M Smith
- Department of Chemistry, University of Wisconsin-Madison, Madison, WI, 53706, USA
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27
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Renee Ruhaak L, van der Laarse A, Cobbaert CM. Apolipoprotein profiling as a personalized approach to the diagnosis and treatment of dyslipidaemia. Ann Clin Biochem 2019; 56:338-356. [PMID: 30889974 PMCID: PMC6595551 DOI: 10.1177/0004563219827620] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/31/2018] [Indexed: 01/08/2023]
Abstract
An elevated low-density lipoprotein cholesterol concentration is a classical risk factor for cardiovascular disease. This has led to pharmacotherapy in patients with atherosclerotic heart disease or high heart disease risk with statins to reduce serum low-density lipoprotein cholesterol. Even in patients in whom the target levels of low-density lipoprotein cholesterol are reached, there remains a significant residual cardiovascular risk; this is due, in part, to a focus on low-density lipoprotein cholesterol alone and neglect of other important aspects of lipoprotein metabolism. A more refined lipoprotein analysis will provide additional information on the accumulation of very low-density lipoproteins, intermediate density lipoproteins, chylomicrons, chylomicron-remnants and Lp(a) concentrations. Instead of measuring the cholesterol and triglyceride content of the lipoproteins, measurement of their apolipoproteins (apos) is more informative. Apos are either specific for a particular lipoprotein or for a group of lipoproteins. In particular measurement of apos in atherogenic particles is more biologically meaningful than the measurement of the cholesterol concentration contained in these particles. Applying apo profiling will not only improve characterization of the lipoprotein abnormality, but will also improve definition of therapeutic targets. Apo profiling aligns with the concept of precision medicine by which an individual patient is not treated as 'average' patient by the average (dose of) therapy. This concept of precision medicine fits the unmet clinical need for stratified cardiovascular medicine. The requirements for clinical application of proteomics, including apo profiling, can now be met using robust mass spectrometry technology which offers desirable analytical performance and standardization.
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Affiliation(s)
- L Renee Ruhaak
- Department of Clinical Chemistry and Laboratory Medicine, Leiden University Medical Center, Leiden, The Netherlands
| | - Arnoud van der Laarse
- Department of Clinical Chemistry and Laboratory Medicine, Leiden University Medical Center, Leiden, The Netherlands
- Department of Cardiology, Leiden University Medical Center, Leiden, The Netherlands
| | - Christa M Cobbaert
- Department of Clinical Chemistry and Laboratory Medicine, Leiden University Medical Center, Leiden, The Netherlands
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28
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Wilkins JT, Seckler HS. HDL modification: recent developments and their relevance to atherosclerotic cardiovascular disease. Curr Opin Lipidol 2019; 30:24-29. [PMID: 30531230 PMCID: PMC6439474 DOI: 10.1097/mol.0000000000000571] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
PURPOSE OF REVIEW In the last 2 years, significant advances in the understanding of HDL particle structure and the associations between particle structure, function, and atherosclerosis have been made. We will review and provide clinical and epidemiological context to these recent advances. RECENT FINDINGS Several recent studies have analyzed the associations between HDL particle size distribution, number, and particle function and specific environmental, behavioral, and pharmacologic exposures. Detailed phenotyping of HDL-associated protein complements, particularly apolipoproteins, strongly suggests structural subspecies of HDL exist with differential associations with HDL function and ASCVD risk. SUMMARY The recent data on biological and structural variation in HDL suggests the existence of relatively discrete particle species, which share a similar structure and function. We propose that the classical taxonomy that clusters HDL particles by cholesterol content is incomplete. Detailed phenotyping of HDL subspecies in clinical and epidemiological research may yield insights into new risk markers and biochemical pathways that could provide targets for atherosclerotic cardiovascular disease (ASCVD) therapy and prevention in the future.
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Affiliation(s)
- John T. Wilkins
- Department of Medicine (Cardiology), Feinberg School of Medicine, Northwestern University, Chicago
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago
- Departments of Chemistry and Molecular Biosciences and the Proteomics Center of Excellence
| | - Henrique S. Seckler
- Departments of Chemistry and Molecular Biosciences and the Proteomics Center of Excellence
- Chemistry of Life Processes Institute, Northwestern University, Evanston, Illinois, USA
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29
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Łącki MK, Lermyte F, Miasojedow B, Startek MP, Sobott F, Valkenborg D, Gambin A. masstodon: A Tool for Assigning Peaks and Modeling Electron Transfer Reactions in Top-Down Mass Spectrometry. Anal Chem 2019; 91:1801-1807. [DOI: 10.1021/acs.analchem.8b01479] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Mateusz K. Łącki
- University Medical Center, Johannes Gutenberg University, Mainz D-55131, Germany
| | - Frederik Lermyte
- Biomolecular and Analytical Mass Spectrometry Group, Department of Chemistry, University of Antwerp, Antwerp 2020, Belgium
- Centre for Proteomics, University of Antwerp, Antwerp 2000, Belgium
- School of Engineering, University of Warwick, Coventry CV4 7AL, United Kingdom
| | - Błażej Miasojedow
- Department of Mathematics, Informatics, and Mechanics, University of Warsaw, Warsaw 02-097, Poland
| | - Michał P. Startek
- Department of Mathematics, Informatics, and Mechanics, University of Warsaw, Warsaw 02-097, Poland
| | - Frank Sobott
- Biomolecular and Analytical Mass Spectrometry Group, Department of Chemistry, University of Antwerp, Antwerp 2020, Belgium
- Astbury Centre for Structural Molecular Biology, University of Leeds, Leeds LS2 9JT, United Kingdom
- School of Molecular and Cellular Biology, University of Leeds, Leeds LS2 9JT, United Kingdom
| | - Dirk Valkenborg
- Centre for Proteomics, University of Antwerp, Antwerp 2000, Belgium
- Flemish Institute for Technological Research (VITO), Mol 2400, Belgium
- Interuniversity Institute for Biostatistics and Statistical Bioinformatics, Hasselt University, Hasselt 3500, Belgium
| | - Anna Gambin
- Department of Mathematics, Informatics, and Mechanics, University of Warsaw, Warsaw 02-097, Poland
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30
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Vialaret J, Lehmann S, Hirtz C. Intact Protein Analysis by LC-MS for Characterizing Biomarkers in Cerebrospinal Fluid. Methods Mol Biol 2019; 1959:163-172. [PMID: 30852822 DOI: 10.1007/978-1-4939-9164-8_11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
In the field of proteomics, the emerging "top-down" MS-based proteomics approach can be used to obtain a bird's eye view of all intact proteoforms present in a sample. This alternative to the "bottom-up" approach based on tryptic protein digestion processes has some unique advantages for assessing PTMs and sequence variations. However, it requires some dedicated tools for sample preparation and LC-MS analysis, which makes it more complex to handle than the bottom-up approach. In this study, a simple methodology is presented for characterizing intact proteins in biological fluid. This method yields quantitative information using an MS1 profiling approach and makes it possible to identify the proteins regulated under various clinical conditions.
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Affiliation(s)
- Jérôme Vialaret
- Clinical Proteomics Platform, LBPC, IRMB, CHU Montpellier, Montpellier University, Montpellier, France
| | - Sylvain Lehmann
- Clinical Proteomics Platform, LBPC, IRMB, CHU Montpellier, Montpellier University, Montpellier, France
| | - Christophe Hirtz
- Clinical Proteomics Platform, LBPC, IRMB, CHU Montpellier, Montpellier University, Montpellier, France.
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