Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways
Although glucagon secretion is perturbed in both T1D and T2D, the pathophysiological changes in individual pancreatic alpha cells are still obscure. Using recently curated single-cell RNASeq data from T1D or T2D donors and their controls, we identified alpha cell transcriptomic alterations consisten...
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sg-ntu-dr.10356-1646152023-03-05T16:54:38Z Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways Bosi, Emanuele Marchetti, Piero Rutter, Guy Allen Eizirik, Decio Laks Lee Kong Chian School of Medicine (LKCMedicine) Science::Medicine Bioinformatics Biological Sciences Although glucagon secretion is perturbed in both T1D and T2D, the pathophysiological changes in individual pancreatic alpha cells are still obscure. Using recently curated single-cell RNASeq data from T1D or T2D donors and their controls, we identified alpha cell transcriptomic alterations consistent with both common and discrete pathways. Although alterations in alpha cell identity gene (ARX, MAFB) expression were conserved, cytokine-regulated genes and genes involved in glucagon biosynthesis and processing were up-regulated in T1D. Conversely, mitochondrial genes associated with ROS (COX7B, NQO2) were dysregulated in T2D. Additionally, T1D alpha cells displayed altered expression of autoimmune-induced ER stress genes (ERLEC1, HSP90), whilst those from T2D subjects showed modified glycolytic and citrate cycle gene (LDHA?, PDHB, PDK4) expression. Thus, despite conserved alterations related to loss of function, alpha cells display disease-specific gene signatures which may be secondary to the main pathogenic events in each disease, namely immune- or metabolism-mediated-stress, in T1D and T2D, respectively. Published version This work was supported by non-profit organisations and public bodies for funding of scientific research conducted within the European Union: the Innovative Medicines Initiative 2 Joint Undertaking, RHAPSODY [115881 to EB, DLE, GAR, PM], INNODIA [115797 to EB, DLE, PM] and INNODIA HARVEST [945268 to DLE, PM] - this Joint Undertaking receives support from the Union’s Horizon 2020 research and innovation programme, ‘‘EFPIA,’’ ‘‘JDRF’’ and ‘‘The Leona M. and Harry B. Helmsley Charitable Trust" (INNODIA, INNODIA HARVEST), the "EFPIA" and the Swiss State Secretariat for Education, Research and Innovation under contract number 16.0097 (RHAPSODY); the European External Action Service Horizon 2020 research and innovation programme, project T2DSystems [667191 to EB, DLE, PM]; the Walloon Region through the FRFS-WELBIO Fund for Strategic Fundamental Research [grant numbers CR-2015A-06s, CR-2019C-04 to DLE]; the Welbio-Fonds National de la Recherche Scientifique, Belgium and Dutch Diabetes Fonds, Holland [2018.10.002 to DLE]; the Brussels Capital Region-Innoviris project Diatype [2017-PFS-24 to DLE]. GAR was supported by a Wellcome Trust Investigator Award (212625/Z/18/Z), MRC Programme grant (MR/R022259/1) and a start-up grant from the CR-CHUM, Universite´ de Montre´al. 2023-02-06T08:07:17Z 2023-02-06T08:07:17Z 2022 Journal Article Bosi, E., Marchetti, P., Rutter, G. A. & Eizirik, D. L. (2022). Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways. IScience, 25(10), 105056-. https://dx.doi.org/10.1016/j.isci.2022.105056 2589-0042 https://hdl.handle.net/10356/164615 10.1016/j.isci.2022.105056 36134336 2-s2.0-85138817172 10 25 105056 en iScience © 2022 The Authors. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). application/pdf |
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Science::Medicine Bioinformatics Biological Sciences Bosi, Emanuele Marchetti, Piero Rutter, Guy Allen Eizirik, Decio Laks Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
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Although glucagon secretion is perturbed in both T1D and T2D, the pathophysiological changes in individual pancreatic alpha cells are still obscure. Using recently curated single-cell RNASeq data from T1D or T2D donors and their controls, we identified alpha cell transcriptomic alterations consistent with both common and discrete pathways. Although alterations in alpha cell identity gene (ARX, MAFB) expression were conserved, cytokine-regulated genes and genes involved in glucagon biosynthesis and processing were up-regulated in T1D. Conversely, mitochondrial genes associated with ROS (COX7B, NQO2) were dysregulated in T2D. Additionally, T1D alpha cells displayed altered expression of autoimmune-induced ER stress genes (ERLEC1, HSP90), whilst those from T2D subjects showed modified glycolytic and citrate cycle gene (LDHA?, PDHB, PDK4) expression. Thus, despite conserved alterations related to loss of function, alpha cells display disease-specific gene signatures which may be secondary to the main pathogenic events in each disease, namely immune- or metabolism-mediated-stress, in T1D and T2D, respectively. |
author2 |
Lee Kong Chian School of Medicine (LKCMedicine) |
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Lee Kong Chian School of Medicine (LKCMedicine) Bosi, Emanuele Marchetti, Piero Rutter, Guy Allen Eizirik, Decio Laks |
format |
Article |
author |
Bosi, Emanuele Marchetti, Piero Rutter, Guy Allen Eizirik, Decio Laks |
author_sort |
Bosi, Emanuele |
title |
Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
title_short |
Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
title_full |
Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
title_fullStr |
Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
title_full_unstemmed |
Human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
title_sort |
human alpha cell transcriptomic signatures of types 1 and 2 diabetes highlight disease-specific dysfunction pathways |
publishDate |
2023 |
url |
https://hdl.handle.net/10356/164615 |
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1759856227794288640 |