Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease

For people with Parkinson’s disease (PD), considered the most common neurodegenerative disease behind Alzheimer’s disease, accurate diagnosis is dependent on many factors; however, misdiagnosis is extremely common in the prodromal phases of the disease, when treatment is thought...

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Main Authors: Stewart F. Graham, Nolwen L. Rey, Zafer Ugur, Ali Yilmaz, Eric Sherman, Michael Maddens, Ray O. Bahado-Singh, Katelyn Becker, Emily Schulz, Lindsay K. Meyerdirk, Jennifer A. Steiner, Jiyan Ma, Patrik Brundin
Format: Article
Language:English
Published: MDPI AG 2018-10-01
Series:Metabolites
Subjects:
Online Access:https://www.mdpi.com/2218-1989/8/4/71
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spelling doaj-0003ce4bbc2641999a3bd8d9197955712020-11-24T21:49:12ZengMDPI AGMetabolites2218-19892018-10-01847110.3390/metabo8040071metabo8040071Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s DiseaseStewart F. Graham0Nolwen L. Rey1Zafer Ugur2Ali Yilmaz3Eric Sherman4Michael Maddens5Ray O. Bahado-Singh6Katelyn Becker7Emily Schulz8Lindsay K. Meyerdirk9Jennifer A. Steiner10Jiyan Ma11Patrik Brundin12Beaumont Health, 3811 W. 13 Mile Road, Royal Oak, MI 48073, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USABeaumont Health, 3811 W. 13 Mile Road, Royal Oak, MI 48073, USABeaumont Health, 3811 W. 13 Mile Road, Royal Oak, MI 48073, USAUniversity of Michigan, Ann Arbor, MI 48109, USABeaumont Health, 3811 W. 13 Mile Road, Royal Oak, MI 48073, USABeaumont Health, 3811 W. 13 Mile Road, Royal Oak, MI 48073, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USACenter for Neurodegenerative Science, Van Andel Research Institute, Grand Rapids, MI 49503, USAFor people with Parkinson&#8217;s disease (PD), considered the most common neurodegenerative disease behind Alzheimer&#8217;s disease, accurate diagnosis is dependent on many factors; however, misdiagnosis is extremely common in the prodromal phases of the disease, when treatment is thought to be most effective. Currently, there are no robust biomarkers that aid in the early diagnosis of PD. Following previously reported work by our group, we accurately measured the concentrations of 18 bile acids in the serum of a prodromal mouse model of PD. We identified three bile acids at significantly different concentrations (<i>p</i> &lt; 0.05) when mice representing a prodromal PD model were compared with controls. These include &#969;-murichoclic acid (MCAo), tauroursodeoxycholic acid (TUDCA) and ursodeoxycholic acid (UDCA). All were down-regulated in prodromal PD mice with TUDCA and UDCA at significantly lower levels (17-fold and 14-fold decrease, respectively). Using the concentration of three bile acids combined with logistic regression, we can discriminate between prodromal PD mice from control mice with high accuracy (AUC (95% CI) = 0.906 (0.777&#8315;1.000)) following cross validation. Our study highlights the need to investigate bile acids as potential biomarkers that predict PD and possibly reflect the progression of manifest PD.https://www.mdpi.com/2218-1989/8/4/71prodromal Parkinson’s diseasebile acidsmass spectrometrybiomarkersα-synuclein aggregates
collection DOAJ
language English
format Article
sources DOAJ
author Stewart F. Graham
Nolwen L. Rey
Zafer Ugur
Ali Yilmaz
Eric Sherman
Michael Maddens
Ray O. Bahado-Singh
Katelyn Becker
Emily Schulz
Lindsay K. Meyerdirk
Jennifer A. Steiner
Jiyan Ma
Patrik Brundin
spellingShingle Stewart F. Graham
Nolwen L. Rey
Zafer Ugur
Ali Yilmaz
Eric Sherman
Michael Maddens
Ray O. Bahado-Singh
Katelyn Becker
Emily Schulz
Lindsay K. Meyerdirk
Jennifer A. Steiner
Jiyan Ma
Patrik Brundin
Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease
Metabolites
prodromal Parkinson’s disease
bile acids
mass spectrometry
biomarkers
α-synuclein aggregates
author_facet Stewart F. Graham
Nolwen L. Rey
Zafer Ugur
Ali Yilmaz
Eric Sherman
Michael Maddens
Ray O. Bahado-Singh
Katelyn Becker
Emily Schulz
Lindsay K. Meyerdirk
Jennifer A. Steiner
Jiyan Ma
Patrik Brundin
author_sort Stewart F. Graham
title Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease
title_short Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease
title_full Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease
title_fullStr Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease
title_full_unstemmed Metabolomic Profiling of Bile Acids in an Experimental Model of Prodromal Parkinson’s Disease
title_sort metabolomic profiling of bile acids in an experimental model of prodromal parkinson’s disease
publisher MDPI AG
series Metabolites
issn 2218-1989
publishDate 2018-10-01
description For people with Parkinson&#8217;s disease (PD), considered the most common neurodegenerative disease behind Alzheimer&#8217;s disease, accurate diagnosis is dependent on many factors; however, misdiagnosis is extremely common in the prodromal phases of the disease, when treatment is thought to be most effective. Currently, there are no robust biomarkers that aid in the early diagnosis of PD. Following previously reported work by our group, we accurately measured the concentrations of 18 bile acids in the serum of a prodromal mouse model of PD. We identified three bile acids at significantly different concentrations (<i>p</i> &lt; 0.05) when mice representing a prodromal PD model were compared with controls. These include &#969;-murichoclic acid (MCAo), tauroursodeoxycholic acid (TUDCA) and ursodeoxycholic acid (UDCA). All were down-regulated in prodromal PD mice with TUDCA and UDCA at significantly lower levels (17-fold and 14-fold decrease, respectively). Using the concentration of three bile acids combined with logistic regression, we can discriminate between prodromal PD mice from control mice with high accuracy (AUC (95% CI) = 0.906 (0.777&#8315;1.000)) following cross validation. Our study highlights the need to investigate bile acids as potential biomarkers that predict PD and possibly reflect the progression of manifest PD.
topic prodromal Parkinson’s disease
bile acids
mass spectrometry
biomarkers
α-synuclein aggregates
url https://www.mdpi.com/2218-1989/8/4/71
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