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Investigating Voice as a Biomarker for leucine-rich repeat kinase 2-Associated Parkinson's Disease

Authors :
Arora, S.
Visanji, N. P.
Mestre, T. A.
Tsanas, A.
AlDakheel, A.
Connolly, B. S.
Gasca-Salas, C.
Kern, D. S.
Jain, J.
Slow, E. J.
Faust-Socher, A.
Lang, A. E.
Little, M. A.
Marras, C.
Publication Year :
2018

Abstract

We investigate the potential association between leucine-rich repeat kinase 2 (LRRK2) mutations and voice. Sustained phonations ('aaah' sounds) were recorded from 7 individuals with LRRK2-associated Parkinson's disease (PD), 17 participants with idiopathic PD (iPD), 20 non-manifesting LRRK2-mutation carriers, 25 related non-carriers, and 26 controls. In distinguishing LRRK2-associated PD and iPD, the mean sensitivity was 95.4% (SD 17.8%) and mean specificity was 89.6% (SD 26.5%). Voice features for non-manifesting carriers, related non-carriers, and controls were much less discriminatory. Vocal deficits in LRRK2-associated PD may be different than those in iPD. These preliminary results warrant longitudinal analyses and replication in larger cohorts<br />Comment: 27 pages including supplemental information, Journal of Parkinson's Disease, 2018

Subjects

Subjects :
Statistics - Applications

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.1810.08807
Document Type :
Working Paper