The role of proteomics in assessing beta-cell dysfunction and death in type 1 diabetes

被引:9
作者
Nakayasu, Ernesto S. [1 ]
Qian, Wei-Jun [1 ]
Evans-Molina, Carmella [2 ]
Mirmira, Raghavendra G. [2 ]
Eizirik, Decio L. [3 ]
Metz, Thomas O. [1 ]
机构
[1] Pacific Northwest Natl Lab, Biol Sci Div, Richland, WA 99352 USA
[2] Indiana Univ Sch Med, Dept Pediat, Herman B Wells Ctr Pediat Res, Ctr Diabet & Metab Dis, Indianapolis, IN 46202 USA
[3] Univ Libre Bruxelles, Med Fac, ULB Ctr Diabet Res, Brussels, Belgium
基金
欧盟地平线“2020”;
关键词
beta cell dysfunction and death; type; 1; diabetes; neoantigens; ENDOPLASMIC-RETICULUM STRESS; ION MOBILITY SPECTROMETRY; MASS CYTOMETRY ANALYSIS; HUMAN ISLETS; T-CELLS; PLASMA-PROTEINS; LIFE EXPECTANCY; MODIFIED GAD65; IMMUNE-SYSTEM; INSULIN GENE;
D O I
10.1080/14789450.2019.1634548
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Introduction: Type 1 diabetes (T1D) is characterized by autoimmune-induced dysfunction and destruction of the pancreatic beta cells. Unfortunately, this process is poorly understood, and the current best treatment for type 1 diabetes is the administration of exogenous insulin. To better understand these mechanisms and to develop new therapies, there is an urgent need for biomarkers that can reliably predict disease stage. Areas covered: Mass spectrometry (MS)-based proteomics and complementary techniques play an important role in understanding the autoimmune response, inflammation and beta-cell death. MS is also a leading technology for the identification of biomarkers. This, and the technical difficulties and new technologies that provide opportunities to characterize small amounts of sample in great depth and to analyze large sample cohorts will be discussed in this review. Expert opinion: Understanding disease mechanisms and the discovery of disease-associated biomarkers are highly interconnected goals. Ideal biomarkers would be molecules specific to the different stages of the disease process that are released from beta cells to the bloodstream. However, such molecules are likely to be present in trace amounts in the blood due to the small number of pancreatic beta cells in the human body and the heterogeneity of the target organ and disease process.
引用
收藏
页码:569 / 582
页数:14
相关论文
共 136 条
[1]   Mass-spectrometric exploration of proteome structure and function [J].
Aebersold, Ruedi ;
Mann, Matthias .
NATURE, 2016, 537 (7620) :347-355
[2]   A Public BCR Present in a Unique Dual-Receptor-Expressing Lymphocyte from Type 1 Diabetes Patients Encodes a Potent T Cell Autoantigen [J].
Ahmed, Rizwan ;
Omidian, Zahra ;
Giwa, Adebola ;
Cornwell, Benjamin ;
Majety, Neha ;
Bell, David R. ;
Lee, Sangyun ;
Zhang, Hao ;
Michels, Aaron ;
Desiderio, Stephen ;
Sadegh-Nasseri, Scheherazade ;
Rabb, Hamid ;
Gritsch, Simon ;
Suva, Mario L. ;
Cahan, Patrick ;
Zhou, Ruhong ;
Jie, Chunfa ;
Donner, Thomas ;
Hamad, Abdel Rahim A. .
CELL, 2019, 177 (06) :1583-+
[3]   Detection of β cell death in diabetes using differentially methylated circulating DNA [J].
Akirav, Eitan M. ;
Lebastchi, Jasmin ;
Galvan, Eva M. ;
Henegariu, Octavian ;
Akirav, Michael ;
Ablamunits, Vitaly ;
Lizardi, Paul M. ;
Herold, Kevan C. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (47) :19018-19023
[4]   When one becomes many-Alternative splicing in β-cell function and failure [J].
Alvelos, Maria Ines ;
Juan-Mateu, Jonas ;
Colli, Maikel Luis ;
Turatsinze, Jean-Valery ;
Eizirik, Decio L. .
DIABETES OBESITY & METABOLISM, 2018, 20 :77-87
[5]   Quantitative mass spectrometry in proteomics: a critical review [J].
Bantscheff, Marcus ;
Schirle, Markus ;
Sweetman, Gavain ;
Rick, Jens ;
Kuster, Bernhard .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2007, 389 (04) :1017-1031
[6]   Mass Cytometry Identifies Distinct Subsets of Regulatory T Cells and Natural Killer Cells Associated With High Risk for Type 1 Diabetes [J].
Barcenilla, Hugo ;
Akerman, Linda ;
Pihl, Mikael ;
Ludvigsson, Johnny ;
Casas, Rosaura .
FRONTIERS IN IMMUNOLOGY, 2019, 10
[7]   Single-Cell Mass Cytometry of Differential Immune and Drug Responses Across a Human Hematopoietic Continuum [J].
Bendall, Sean C. ;
Simonds, Erin F. ;
Qiu, Peng ;
Amir, El-ad D. ;
Krutzik, Peter O. ;
Finck, Rachel ;
Bruggner, Robert V. ;
Melamed, Rachel ;
Trejo, Angelica ;
Ornatsky, Olga I. ;
Balderas, Robert S. ;
Plevritis, Sylvia K. ;
Sachs, Karen ;
Pe'er, Dana ;
Tanner, Scott D. ;
Nolan, Garry P. .
SCIENCE, 2011, 332 (6030) :687-696
[8]   Multiplexed Epitope-Based Tissue Imaging for Discovery and Healthcare Applications [J].
Bodenmiller, Bernd .
CELL SYSTEMS, 2016, 2 (04) :225-238
[9]   SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome heterogeneity during cell differentiation [J].
Budnik, Bogdan ;
Levy, Ezra ;
Harmange, Guillaume ;
Slavov, Nikolai .
GENOME BIOLOGY, 2018, 19
[10]   Inflammation-Induced Citrullinated Glucose-Regulated Protein 78 Elicits Immune Responses in Human Type 1 Diabetes [J].
Buitinga, Mijke ;
Callebaut, Aisha ;
Sodre, Fernanda Marques Camara ;
Crevecoeur, Inne ;
Blahnik-Fagan, Gabriele ;
Yang, Mei-Ling ;
Bugliani, Marco ;
Arribas-Layton, David ;
Marre, Meghan ;
Cook, Dana P. ;
Waelkens, Etienne ;
Mallone, Roberto ;
Piganelli, Jon D. ;
Marchetti, Piero ;
Mamula, Mark J. ;
Derua, Rita ;
James, Eddie A. ;
Mathieu, Chantal ;
Overbergh, Lut .
DIABETES, 2018, 67 (11) :2337-2348