Diagnostic value of the impairment of olfaction in Parkinson's disease.

Olfactory impairment is increasingly recognized as an early symptom in the development of Parkinson's disease. Testing olfactory function is a non-invasive method but can be time-consuming which restricts its application in clinical settings and epidemiological studies. Here, we investigate odo...

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Main Authors: Swaantje Casjens, Angelika Eckert, Dirk Woitalla, Gisa Ellrichmann, Michael Turewicz, Christian Stephan, Martin Eisenacher, Caroline May, Helmut E Meyer, Thomas Brüning, Beate Pesch
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC3655992?pdf=render
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spelling doaj-83d938495c7d43e194a9fd2b7ddb16122020-11-25T00:47:14ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0185e6473510.1371/journal.pone.0064735Diagnostic value of the impairment of olfaction in Parkinson's disease.Swaantje CasjensAngelika EckertDirk WoitallaGisa EllrichmannMichael TurewiczChristian StephanMartin EisenacherCaroline MayHelmut E MeyerThomas BrüningBeate PeschOlfactory impairment is increasingly recognized as an early symptom in the development of Parkinson's disease. Testing olfactory function is a non-invasive method but can be time-consuming which restricts its application in clinical settings and epidemiological studies. Here, we investigate odor identification as a supportive diagnostic tool for Parkinson's disease and estimate the performance of odor subsets to allow a more rapid testing of olfactory impairment.Odor identification was assessed with 16 Sniffin' sticks in 148 Parkinson patients and 148 healthy controls. Risks of olfactory impairment were estimated with proportional odds models. Random forests were applied to classify Parkinson and non-Parkinson patients. Parkinson patients were rarely normosmic (identification of more than 12 odors; 16.8%) and identified on average seven odors whereas the reference group identified 12 odors and showed a higher prevalence of normosmy (31.1%). Parkinson patients with rigidity dominance had a twofold greater prevalence of olfactory impairment. Disease severity was associated with impairment of odor identification (per score point of the Hoehn and Yahr rating OR 1.87, 95% CI 1.26-2.77). Age-related impairment of olfaction showed a steeper gradient in Parkinson patients. Coffee, peppermint, and anise showed the largest difference in odor identification between Parkinson patients and controls. Random forests estimated a misclassification rate of 22.4% when comparing Parkinson patients with healthy controls using all 16 odors. A similar rate (23.8%) was observed when only the three aforementioned odors were applied.Our findings indicate that testing odor identification can be a supportive diagnostic tool for Parkinson's disease. The application of only three odors performed well in discriminating Parkinson patients from controls, which can facilitate a wider application of this method as a point-of-care test.http://europepmc.org/articles/PMC3655992?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Swaantje Casjens
Angelika Eckert
Dirk Woitalla
Gisa Ellrichmann
Michael Turewicz
Christian Stephan
Martin Eisenacher
Caroline May
Helmut E Meyer
Thomas Brüning
Beate Pesch
spellingShingle Swaantje Casjens
Angelika Eckert
Dirk Woitalla
Gisa Ellrichmann
Michael Turewicz
Christian Stephan
Martin Eisenacher
Caroline May
Helmut E Meyer
Thomas Brüning
Beate Pesch
Diagnostic value of the impairment of olfaction in Parkinson's disease.
PLoS ONE
author_facet Swaantje Casjens
Angelika Eckert
Dirk Woitalla
Gisa Ellrichmann
Michael Turewicz
Christian Stephan
Martin Eisenacher
Caroline May
Helmut E Meyer
Thomas Brüning
Beate Pesch
author_sort Swaantje Casjens
title Diagnostic value of the impairment of olfaction in Parkinson's disease.
title_short Diagnostic value of the impairment of olfaction in Parkinson's disease.
title_full Diagnostic value of the impairment of olfaction in Parkinson's disease.
title_fullStr Diagnostic value of the impairment of olfaction in Parkinson's disease.
title_full_unstemmed Diagnostic value of the impairment of olfaction in Parkinson's disease.
title_sort diagnostic value of the impairment of olfaction in parkinson's disease.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description Olfactory impairment is increasingly recognized as an early symptom in the development of Parkinson's disease. Testing olfactory function is a non-invasive method but can be time-consuming which restricts its application in clinical settings and epidemiological studies. Here, we investigate odor identification as a supportive diagnostic tool for Parkinson's disease and estimate the performance of odor subsets to allow a more rapid testing of olfactory impairment.Odor identification was assessed with 16 Sniffin' sticks in 148 Parkinson patients and 148 healthy controls. Risks of olfactory impairment were estimated with proportional odds models. Random forests were applied to classify Parkinson and non-Parkinson patients. Parkinson patients were rarely normosmic (identification of more than 12 odors; 16.8%) and identified on average seven odors whereas the reference group identified 12 odors and showed a higher prevalence of normosmy (31.1%). Parkinson patients with rigidity dominance had a twofold greater prevalence of olfactory impairment. Disease severity was associated with impairment of odor identification (per score point of the Hoehn and Yahr rating OR 1.87, 95% CI 1.26-2.77). Age-related impairment of olfaction showed a steeper gradient in Parkinson patients. Coffee, peppermint, and anise showed the largest difference in odor identification between Parkinson patients and controls. Random forests estimated a misclassification rate of 22.4% when comparing Parkinson patients with healthy controls using all 16 odors. A similar rate (23.8%) was observed when only the three aforementioned odors were applied.Our findings indicate that testing odor identification can be a supportive diagnostic tool for Parkinson's disease. The application of only three odors performed well in discriminating Parkinson patients from controls, which can facilitate a wider application of this method as a point-of-care test.
url http://europepmc.org/articles/PMC3655992?pdf=render
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