Literature DB >> 24984169

Plasma metabolomic biomarker panel to distinguish patients with amyotrophic lateral sclerosis from disease mimics.

Kay A Lawton1, Meredith V Brown, Danny Alexander, Zhen Li, Jacob E Wulff, Robert Lawson, Matt Jaffa, Mike V Milburn, John A Ryals, Robert Bowser, Merit E Cudkowicz, James D Berry.   

Abstract

Our objective was to identify plasma biomarkers of ALS that can aid in distinguishing patients with ALS from those with disease mimics. In this multi-center study, plasma samples were collected from 172 patients recently diagnosed with ALS, 50 healthy controls, and 73 neurological disease mimics. Samples were analyzed using metabolomics. Using all identified biochemicals detected in > 50% of all samples in the metabolomics analysis, samples were classified as ALS or mimic with 65% sensitivity and 81% specificity by LASSO analysis (AUC of 0.76). A subset panel of 32 candidate biomarkers classified these diagnosis groups with a specificity of 90%/sensitivity 58% (AUC of 0.81). Creatinine was lower in subjects with lower revised ALS Functional Rating Scale (ALSFRS-R) scores. In conclusion, ALS can be distinguished from neurological disease mimics by global biochemical profiling of plasma samples. Our analysis identified ALS versus mimics with relatively high sensitivity. We identified a subset of 32 metabolites that identify patients with ALS with a high specificity. Interestingly, lower creatinine correlates significantly with a lower ALSFRS-R score. Finally, molecules previously reported to be important in disease pathophysiology, such as urate, are included in our metabolite panel.

Entities:  

Keywords:  Biomarker; diagnostics; metabolomics

Mesh:

Substances:

Year:  2014        PMID: 24984169     DOI: 10.3109/21678421.2014.908311

Source DB:  PubMed          Journal:  Amyotroph Lateral Scler Frontotemporal Degener        ISSN: 2167-8421            Impact factor:   4.092


  26 in total

Review 1.  Use of biomarkers in ALS drug development and clinical trials.

Authors:  Nadine Bakkar; Ashley Boehringer; Robert Bowser
Journal:  Brain Res       Date:  2014-10-24       Impact factor: 3.252

2.  Serum Creatinine Protects Against Amyotrophic Lateral Sclerosis: a Mendelian Randomization Study.

Authors:  Mengmeng Wang; Dandan Liu; Zhizhong Zhang; Wei Xie; Liping Cao; Linfeng Zhu; Meng Liu; Shiying Sheng; Xuegan Lian
Journal:  Mol Neurobiol       Date:  2021-02-08       Impact factor: 5.590

Review 3.  Urate as a Marker of Risk and Progression of Neurodegenerative Disease.

Authors:  Sabrina Paganoni; Michael A Schwarzschild
Journal:  Neurotherapeutics       Date:  2017-01       Impact factor: 7.620

Review 4.  Fluid-Based Biomarkers for Amyotrophic Lateral Sclerosis.

Authors:  Lucas T Vu; Robert Bowser
Journal:  Neurotherapeutics       Date:  2017-01       Impact factor: 7.620

5.  Urate levels predict survival in amyotrophic lateral sclerosis: Analysis of the expanded Pooled Resource Open-Access ALS clinical trials database.

Authors:  Sabrina Paganoni; Katharine Nicholson; James Chan; Amy Shui; David Schoenfeld; Alexander Sherman; James Berry; Merit Cudkowicz; Nazem Atassi
Journal:  Muscle Nerve       Date:  2017-09-21       Impact factor: 3.217

6.  Metabolic Dysregulation in Amyotrophic Lateral Sclerosis: Challenges and Opportunities.

Authors:  Archi Joardar; Ernesto Manzo; Daniela C Zarnescu
Journal:  Curr Genet Med Rep       Date:  2017-04-28

7.  Disruption of TCA Cycle and Glutamate Metabolism Identified by Metabolomics in an In Vitro Model of Amyotrophic Lateral Sclerosis.

Authors:  Charlotte Veyrat-Durebex; Philippe Corcia; Eric Piver; David Devos; Audrey Dangoumau; Flore Gouel; Patrick Vourc'h; Patrick Emond; Frédéric Laumonnier; Lydie Nadal-Desbarats; Paul H Gordon; Christian R Andres; Hélène Blasco
Journal:  Mol Neurobiol       Date:  2015-12-14       Impact factor: 5.590

8.  Metabolite Profiling Reveals Predictive Biomarkers and the Absence of β-Methyl Amino-l-alanine in Plasma from Individuals Diagnosed with Amyotrophic Lateral Sclerosis.

Authors:  Michael S Bereman; Kaylie I Kirkwood; Tharani Sabaretnam; Sarah Furlong; Dominic B Rowe; Gilles J Guillemin; Allyson L Mellinger; David C Muddiman
Journal:  J Proteome Res       Date:  2020-06-02       Impact factor: 4.466

9.  Prediagnostic plasma metabolomics and the risk of amyotrophic lateral sclerosis.

Authors:  Kjetil Bjornevik; Zhongli Zhang; Éilis J O'Reilly; James D Berry; Clary B Clish; Amy Deik; Sarah Jeanfavre; Ikuko Kato; Rachel S Kelly; Laurence N Kolonel; Liming Liang; Loic Le Marchand; Marjorie L McCullough; Sabrina Paganoni; Kerry A Pierce; Michael A Schwarzschild; Aladdin H Shadyab; Jean Wactawski-Wende; Dong D Wang; Ying Wang; JoAnn E Manson; Alberto Ascherio
Journal:  Neurology       Date:  2019-03-29       Impact factor: 9.910

10.  Prediagnostic plasma branched-chain amino acids and the risk of amyotrophic lateral sclerosis.

Authors:  Kjetil Bjornevik; Éilis J O'Reilly; James D Berry; Clary B Clish; Sarah Jeanfavre; Ikuko Kato; Laurence N Kolonel; Loic Le Marchand; Marjorie L McCullough; Sabrina Paganoni; Michael A Schwarzschild; Evelyn O Talbott; Robert B Wallace; Zhongli Zhang; JoAnn E Manson; Alberto Ascherio
Journal:  Neurology       Date:  2018-11-14       Impact factor: 9.910

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