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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Main Authors: 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
Format: Article
Language:English
Published: The Company of Biologists 2020-02-01
Series:Disease Models & Mechanisms
Subjects:
Online Access:http://dmm.biologists.org/content/13/2/dmm042101
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spelling 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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