Literature DB >> 30713109

A Map of Human Type 1 Diabetes Progression by Imaging Mass Cytometry.

Nicolas Damond1, Stefanie Engler1, Vito R T Zanotelli2, Denis Schapiro1, Clive H Wasserfall3, Irina Kusmartseva3, Harry S Nick4, Fabrizio Thorel5, Pedro L Herrera5, Mark A Atkinson3, Bernd Bodenmiller6.   

Abstract

Type 1 diabetes (T1D) results from the autoimmune destruction of insulin-producing β cells. A comprehensive picture of the changes during T1D development is lacking due to limited sample availability, inability to sample longitudinally, and the paucity of technologies enabling comprehensive tissue profiling. Here, we analyzed 1,581 islets from 12 human donors, including eight with T1D, using imaging mass cytometry (IMC). IMC enabled simultaneous measurement of 35 biomarkers with single-cell and spatial resolution. We performed pseudotime analysis of islets through T1D progression from snapshot data to reconstruct the evolution of β cell loss and insulitis. Our analyses revealed that β cell destruction is preceded by a β cell marker loss and by recruitment of cytotoxic and helper T cells. The approaches described herein demonstrate the value of IMC for improving our understanding of T1D pathogenesis, and our data lay the foundation for hypothesis generation and follow-on experiments.
Copyright © 2018 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  T cell recruitment; endocrine pancreas; highly multiplexed imaging; imaging mass cytometry; immune cells; in situ imaging; islet of Langerhans; pseudotime; type 1 diabetes; β cell

Mesh:

Substances:

Year:  2019        PMID: 30713109      PMCID: PMC6821395          DOI: 10.1016/j.cmet.2018.11.014

Source DB:  PubMed          Journal:  Cell Metab        ISSN: 1550-4131            Impact factor:   27.287


  43 in total

1.  Multiplexed In Situ Imaging Mass Cytometry Analysis of the Human Endocrine Pancreas and Immune System in Type 1 Diabetes.

Authors:  Yue J Wang; Daniel Traum; Jonathan Schug; Long Gao; Chengyang Liu; Mark A Atkinson; Alvin C Powers; Michael D Feldman; Ali Naji; Kyong-Mi Chang; Klaus H Kaestner
Journal:  Cell Metab       Date:  2019-01-31       Impact factor: 27.287

Review 2.  Multiplexed Epitope-Based Tissue Imaging for Discovery and Healthcare Applications.

Authors:  Bernd Bodenmiller
Journal:  Cell Syst       Date:  2016-04-27       Impact factor: 10.304

3.  Identification of a lobe in the adult human pancreas rich in pancreatic polypeptide.

Authors:  F Malaisse-Lagae; Y Stefan; J Cox; A Perrelet; L Orci
Journal:  Diabetologia       Date:  1979-12       Impact factor: 10.122

4.  RNA imaging. Spatially resolved, highly multiplexed RNA profiling in single cells.

Authors:  Kok Hao Chen; Alistair N Boettiger; Jeffrey R Moffitt; Siyuan Wang; Xiaowei Zhuang
Journal:  Science       Date:  2015-04-09       Impact factor: 47.728

5.  The pancreas in recent-onset type 1 (insulin-dependent) diabetes mellitus: insulin content of islets, insulitis and associated changes in the exocrine acinar tissue.

Authors:  A K Foulis; J A Stewart
Journal:  Diabetologia       Date:  1984-06       Impact factor: 10.122

Review 6.  Alpha-, Delta- and PP-cells: Are They the Architectural Cornerstones of Islet Structure and Co-ordination?

Authors:  Melissa F Brereton; Elisa Vergari; Quan Zhang; Anne Clark
Journal:  J Histochem Cytochem       Date:  2015-08       Impact factor: 2.479

Review 7.  Type 1 diabetes.

Authors:  Mark A Atkinson; George S Eisenbarth; Aaron W Michels
Journal:  Lancet       Date:  2013-07-26       Impact factor: 79.321

8.  Demonstration of islet-autoreactive CD8 T cells in insulitic lesions from recent onset and long-term type 1 diabetes patients.

Authors:  Ken T Coppieters; Francesco Dotta; Natalie Amirian; Peter D Campbell; Thomas W H Kay; Mark A Atkinson; Bart O Roep; Matthias G von Herrath
Journal:  J Exp Med       Date:  2012-01-02       Impact factor: 14.307

9.  Highly multiplexed imaging of single cells using a high-throughput cyclic immunofluorescence method.

Authors:  Jia-Ren Lin; Mohammad Fallahi-Sichani; Peter K Sorger
Journal:  Nat Commun       Date:  2015-09-24       Impact factor: 14.919

10.  Quantum dot imaging platform for single-cell molecular profiling.

Authors:  Pavel Zrazhevskiy; Xiaohu Gao
Journal:  Nat Commun       Date:  2013       Impact factor: 14.919

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  77 in total

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

Authors:  Ernesto S Nakayasu; Wei-Jun Qian; Carmella Evans-Molina; Raghavendra G Mirmira; Decio L Eizirik; Thomas O Metz
Journal:  Expert Rev Proteomics       Date:  2019-06-24       Impact factor: 3.940

Review 2.  Shared and unique immune alterations in pre-clinical autoimmunity.

Authors:  Samantha Slight-Webb; Rebecka L Bourn; V Michael Holers; Judith A James
Journal:  Curr Opin Immunol       Date:  2019-09-23       Impact factor: 7.486

Review 3.  Integrating single-cell and spatial transcriptomics to elucidate intercellular tissue dynamics.

Authors:  Sophia K Longo; Margaret G Guo; Andrew L Ji; Paul A Khavari
Journal:  Nat Rev Genet       Date:  2021-06-18       Impact factor: 53.242

Review 4.  New Evidence of Exocrine Pancreatopathy in Pre-symptomatic and Symptomatic Type 1 Diabetes.

Authors:  Federica Vecchio; Gloria Messina; Anna Giovenzana; Alessandra Petrelli
Journal:  Curr Diab Rep       Date:  2019-08-31       Impact factor: 4.810

5.  Autoreactive CD8+ T cell exhaustion distinguishes subjects with slow type 1 diabetes progression.

Authors:  Alice E Wiedeman; Virginia S Muir; Mario G Rosasco; Hannah A DeBerg; Scott Presnell; Bertrand Haas; Matthew J Dufort; Cate Speake; Carla J Greenbaum; Elisavet Serti; Gerald T Nepom; Gabriele Blahnik; Anna M Kus; Eddie A James; Peter S Linsley; S Alice Long
Journal:  J Clin Invest       Date:  2020-01-02       Impact factor: 14.808

6.  Uncovering axes of variation among single-cell cancer specimens.

Authors:  William S Chen; Nevena Zivanovic; Bernd Bodenmiller; Smita Krishnaswamy; David van Dijk; Guy Wolf
Journal:  Nat Methods       Date:  2020-01-13       Impact factor: 28.547

Review 7.  Islet-immune interactions in type 1 diabetes: the nexus of beta cell destruction.

Authors:  L Peters; A Posgai; T M Brusko
Journal:  Clin Exp Immunol       Date:  2019-08-14       Impact factor: 4.330

8.  Development of a 2-dimensional atlas of the human kidney with imaging mass cytometry.

Authors:  Nikhil Singh; Zachary M Avigan; Judith A Kliegel; Brian M Shuch; Ruth R Montgomery; Gilbert W Moeckel; Lloyd G Cantley
Journal:  JCI Insight       Date:  2019-06-20

9.  Single-Cell Analysis of CD4 T Cells in Type 1 Diabetes: From Mouse to Man, How to Perform Mechanistic Studies.

Authors:  Siddhartha Sharma; Jeremy Pettus; Michael Gottschalk; Brian Abe; Peter Gottlieb; Luc Teyton
Journal:  Diabetes       Date:  2019-10       Impact factor: 9.461

Review 10.  Pancreatic β-cells in type 1 and type 2 diabetes mellitus: different pathways to failure.

Authors:  Décio L Eizirik; Lorenzo Pasquali; Miriam Cnop
Journal:  Nat Rev Endocrinol       Date:  2020-05-12       Impact factor: 43.330

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