Pancreatic Tissue Proteomics Unveils Key Proteins, Pathways, and Networks Associated with Type 1 Diabetes

被引:9
作者
Woo, Jongmin [1 ]
Sudhir, Putty-Reddy [1 ]
Zhang, Qibin [1 ,2 ]
机构
[1] Univ North Carolina Greensboro, Ctr Translat Biomed Res, North Carolina Res Campus, Kannapolis, NC 28081 USA
[2] Univ North Carolina Greensboro, Dept Chem & Biochem, Greensboro, NC 27412 USA
基金
美国国家卫生研究院;
关键词
BoxCar label free quantitation; ECM-receptor interaction pathway; nPOD; pancreatic tissue proteome; TMT labeling; COMPUTATIONAL PLATFORM;
D O I
10.1002/prca.202000053
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Purpose Type 1 diabetes (T1D) is characterized by autoimmune mediated self-destruction of the pancreatic islet beta cells and the resultant insulin deficiency. However, little is known about the underlying molecular pathogenesis at the pancreatic tissue level given the limited availability of clinical specimens. Experimental Design Quantitative proteomic studies is performed on age-matched T1D and healthy cadaveric pancreatic tissues (n= 18 each) using TMT 10plex-based isobaric labeling and BoxCar-based label-free LC-MS/MS approaches. ELISA is used to validate the differentially expressed proteins (DEPs). Results Overall, the two quantitative proteomics approaches identified 8824 proteins, of which 261 are DEPs. KEGG pathway and functional network analyses of the DEPs reveal dysregulations to pancreatic exocrine function, complement coagulation cascades, and extracellular matrix receptor interaction pathways in T1D. A selected list of the DEPs associated with pathways, subnetworks, and plasma proteome of T1D are validated using ELISA. Conclusions and Clinical Relevance Integrating labeling and label-free approaches improve the confidence in quantitative profiling of pancreatic tissue proteome, which furthers the understanding of the dysregulated pathways and functional subnetworks associated with T1D pathogenesis and may aid to develop diagnostic and therapeutic strategies for T1D.
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页数:12
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共 40 条
[1]   Mass-spectrometric exploration of proteome structure and function [J].
Aebersold, Ruedi ;
Mann, Matthias .
NATURE, 2016, 537 (7620) :347-355
[2]   Can CD44 Be a Mediator of Cell Destruction? The Challenge of Type 1 Diabetes [J].
Assayag-Asherie, Nathalie ;
Sever, Dror ;
Bogdani, Marika ;
Johnson, Pamela ;
Weiss, Talya ;
Ginzberg, Ariel ;
Perles, Sharon ;
Weiss, Lola ;
Sebban, Lora Eshkar ;
Turley, Eva A. ;
Okon, Elimelech ;
Raz, Itamar ;
Naor, David .
PLOS ONE, 2015, 10 (12)
[3]   Extracellular Matrix Components in the Pathogenesis of Type 1 Diabetes [J].
Bogdani, Marika ;
Korpos, Eva ;
Simeonovic, Charmaine J. ;
Parish, Christopher R. ;
Sorokin, Lydia ;
Wight, Thomas N. .
CURRENT DIABETES REPORTS, 2012, 14 (12) :552-U14
[4]   Proteomic Analysis of Disease Stratified Human Pancreas Tissue Indicates Unique Signature of Type 1 Diabetes [J].
Burch, Tanya C. ;
Morris, Margaret A. ;
Campbell-Thompson, Martha ;
Pugliese, Alberto ;
Nadler, Jerry L. ;
Nyalwidhe, Julius O. .
PLOS ONE, 2015, 10 (08)
[5]   Abnormalities of the Exocrine Pancreas in Type 1 Diabetes [J].
Campbell-Thompson, Martha ;
Rodriguez-Calvo, Teresa ;
Battaglia, Manuela .
CURRENT DIABETES REPORTS, 2015, 15 (10)
[6]   Proteome analysis of tissues by mass spectrometry [J].
Dapic, Irena ;
Baljeu-Neuman, Lucia ;
Uwugiaren, Naomi ;
Kers, Jesper ;
Goodlett, David R. ;
Corthals, Garry L. .
MASS SPECTROMETRY REVIEWS, 2019, 38 (4-5) :403-441
[7]   Machine Learning-based Classification of Diffuse Large B-cell Lymphoma Patients by Their Protein Expression Profiles [J].
Deeb, Sally J. ;
Tyanova, Stefka ;
Hummel, Michael ;
Schmidt-Supprian, Marc ;
Cox, Juergen ;
Mann, Matthias .
MOLECULAR & CELLULAR PROTEOMICS, 2015, 14 (11) :2947-2960
[8]   Proteomics Reveals Novel Oxidative and Glycolytic Mechanisms in Type 1 Diabetic Patients' Skin Which Are Normalized by Kidney-Pancreas Transplantation [J].
Folli, Franco ;
Guzzi, Valeria ;
Perego, Lucia ;
Coletta, Dawn K. ;
Finzi, Giovanna ;
Placidi, Claudia ;
La Rosa, Stefano ;
Capella, Carlo ;
Socci, Carlo ;
Lauro, Davide ;
Tripathy, Devjit ;
Jenkinson, Christopher ;
Paroni, Rita ;
Orsenigo, Elena ;
Cighetti, Giuliana ;
Gregorini, Luisa ;
Staudacher, Carlo ;
Secchi, Antonio ;
Bachi, Angela ;
Brownlee, Michael ;
Fiorina, Paolo .
PLOS ONE, 2010, 5 (03)
[9]   Pancreatic size and fat content in diabetes: A systematic review and meta-analysis of imaging studies [J].
Garcia, Tiago Severo ;
Rech, Tatiana Helena ;
Leitao, Cristiane Bauermann .
PLOS ONE, 2017, 12 (07)
[10]   S-Trap, an Ultrafast Sample-Preparation Approach for Shotgun Proteomics [J].
HaileMariam, Milkessa ;
Eguez, Rodrigo Vargas ;
Singh, Harinder ;
Bekele, Shiferaw ;
Ameni, Gobena ;
Pieper, Rembert ;
Yu, Yanbao .
JOURNAL OF PROTEOME RESEARCH, 2018, 17 (09) :2917-2924