Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes
Peripheral neuropathy (PN) is a complication of prediabetes and type 2 diabetes (T2D). Increasing evidence suggests that factors besides hyperglycaemia contribute to PN development, including dyslipidaemia. The objective of this study was to determine differential lipid classes and altered gene expr...
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The Company of Biologists
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doaj-a851f0c85a1f46e2807311fb54f9c5f82020-11-24T22:10:28ZengThe Company of BiologistsDisease Models & Mechanisms1754-84031754-84112020-02-0113210.1242/dmm.042101042101Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetesPhillipe D. O'Brien0Kai Guo1Stephanie A. Eid2Amy E. Rumora3Lucy M. Hinder4John M. Hayes5Faye E. Mendelson6Junguk Hur7Eva L. Feldman8Annemieke Aartsma-RusJames DowlingMaaike van Putten Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Department of Biomedical Sciences, University of North Dakota, Grand Forks, ND 58202-9037, USA Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Department of Biomedical Sciences, University of North Dakota, Grand Forks, ND 58202-9037, USA Department of Neurology, University of Michigan, Ann Arbor, MI 48109-2200, USA Peripheral neuropathy (PN) is a complication of prediabetes and type 2 diabetes (T2D). Increasing evidence suggests that factors besides hyperglycaemia contribute to PN development, including dyslipidaemia. The objective of this study was to determine differential lipid classes and altered gene expression profiles in prediabetes and T2D mouse models in order to identify the dysregulated pathways in PN. Here, we used high-fat diet (HFD)-induced prediabetes and HFD/streptozotocin (STZ)-induced T2D mouse models that develop PN. These models were compared to HFD and HFD-STZ mice that were subjected to dietary reversal. Both untargeted and targeted lipidomic profiling, and gene expression profiling were performed on sciatic nerves. Lipidomic and transcriptomic profiles were then integrated using complex correlation analyses, and biological meaning was inferred from known lipid-gene interactions in the literature. We found an increase in triglycerides (TGs) containing saturated fatty acids. In parallel, transcriptomic analysis confirmed the dysregulation of lipid pathways. Integration of lipidomic and transcriptomic analyses identified an increase in diacylglycerol acyltransferase 2 (DGAT2), the enzyme required for the last and committed step in TG synthesis. Increased DGAT2 expression was present not only in the murine models but also in sural nerve biopsies from hyperlipidaemic diabetic patients with PN. Collectively, these findings support the hypothesis that abnormal nerve-lipid signalling is an important factor in peripheral nerve dysfunction in both prediabetes and T2D. This article has an associated First Person interview with the joint first authors of the paper.http://dmm.biologists.org/content/13/2/dmm042101type 2 diabetesperipheral neuropathytriglyceridelipidomicsaturated fatty aciddiacylglycerol acyltransferase 2 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Phillipe D. O'Brien Kai Guo Stephanie A. Eid Amy E. Rumora Lucy M. Hinder John M. Hayes Faye E. Mendelson Junguk Hur Eva L. Feldman Annemieke Aartsma-Rus James Dowling Maaike van Putten |
spellingShingle |
Phillipe D. O'Brien Kai Guo Stephanie A. Eid Amy E. Rumora Lucy M. Hinder John M. Hayes Faye E. Mendelson Junguk Hur Eva L. Feldman Annemieke Aartsma-Rus James Dowling Maaike van Putten Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes Disease Models & Mechanisms type 2 diabetes peripheral neuropathy triglyceride lipidomic saturated fatty acid diacylglycerol acyltransferase 2 |
author_facet |
Phillipe D. O'Brien Kai Guo Stephanie A. Eid Amy E. Rumora Lucy M. Hinder John M. Hayes Faye E. Mendelson Junguk Hur Eva L. Feldman Annemieke Aartsma-Rus James Dowling Maaike van Putten |
author_sort |
Phillipe D. O'Brien |
title |
Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes |
title_short |
Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes |
title_full |
Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes |
title_fullStr |
Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes |
title_full_unstemmed |
Integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes |
title_sort |
integrated lipidomic and transcriptomic analyses identify altered nerve triglycerides in mouse models of prediabetes and type 2 diabetes |
publisher |
The Company of Biologists |
series |
Disease Models & Mechanisms |
issn |
1754-8403 1754-8411 |
publishDate |
2020-02-01 |
description |
Peripheral neuropathy (PN) is a complication of prediabetes and type 2 diabetes (T2D). Increasing evidence suggests that factors besides hyperglycaemia contribute to PN development, including dyslipidaemia. The objective of this study was to determine differential lipid classes and altered gene expression profiles in prediabetes and T2D mouse models in order to identify the dysregulated pathways in PN. Here, we used high-fat diet (HFD)-induced prediabetes and HFD/streptozotocin (STZ)-induced T2D mouse models that develop PN. These models were compared to HFD and HFD-STZ mice that were subjected to dietary reversal. Both untargeted and targeted lipidomic profiling, and gene expression profiling were performed on sciatic nerves. Lipidomic and transcriptomic profiles were then integrated using complex correlation analyses, and biological meaning was inferred from known lipid-gene interactions in the literature. We found an increase in triglycerides (TGs) containing saturated fatty acids. In parallel, transcriptomic analysis confirmed the dysregulation of lipid pathways. Integration of lipidomic and transcriptomic analyses identified an increase in diacylglycerol acyltransferase 2 (DGAT2), the enzyme required for the last and committed step in TG synthesis. Increased DGAT2 expression was present not only in the murine models but also in sural nerve biopsies from hyperlipidaemic diabetic patients with PN. Collectively, these findings support the hypothesis that abnormal nerve-lipid signalling is an important factor in peripheral nerve dysfunction in both prediabetes and T2D. This article has an associated First Person interview with the joint first authors of the paper. |
topic |
type 2 diabetes peripheral neuropathy triglyceride lipidomic saturated fatty acid diacylglycerol acyltransferase 2 |
url |
http://dmm.biologists.org/content/13/2/dmm042101 |
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