Back

Amplitude Performance Subtypes in Parkinson's Disease

Mefferd, A.; Tjaden, K.; Dietrich, M.; Brown, A. E.

2026-07-13 neurology
10.64898/2026.07.08.26357552 medRxiv
Show abstract

Purpose: The purpose of this study was to identify subgroups of talkers with Parkinsons disease (PD) with shared tongue, lip, and jaw articulatory amplitude behaviors. The study also sought to identify demographic and clinical features that can distinguish the identified kinematic subgroups. Methods: 53 talkers with PD and 54 controls participated. Articulatory amplitudes of the tongue, lip, and jaw were measured during a paragraph reading task using three-dimensional electromagnetic articulography. Amplitude performance profiles of the tongue, lip, and jaw were established for each talker with PD by referencing their performance to that of controls. These profiles were submitted to a hierarchical cluster analysis to identify kinematic-based subgroups. Amplitude performances were compared across subgroups to determine between-group patterns. Demographic and clinical features (e.g., age, sex, disease duration, selected perceptual speech characteristics, dysarthria severity) were compared across the identified kinematic subgroups. Results: Four main kinematic subgroups with differing amplitude performance profiles were identified. One subgroup exhibited normal to mildly exaggerated or mildly reduced amplitudes and was labeled preclinical subgroup (n = 16). Three subgroups exhibited pronounced amplitude reductions of either the tongue (n = 10), the tongue and lips (n = 12), or the tongue, lips, and jaw (n = 10). In addition, there were five talkers with PD whose performance profiles did not align with the identified four subgroups. Their performance was characterized by either pronounced amplitude exaggerations or mildly reduced jaw and lip amplitudes and exaggerated tongue amplitudes. None of the demographic or clinical features differed significantly between the main four subgroups. Conclusion: Findings suggest that the extent to which hypokinesia manifests within the articulatory subsystem can vary in talkers with PD. Longitudinal studies are needed to determine if these subgroups represent different stages of disease progression or distinctly different manifestations of the disease within the articulatory subsystem.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Movement Disorders
71 papers in training set
Top 0.2%
11.9%
2
PLOS ONE
5266 papers in training set
Top 17%
10.7%
3
Frontiers in Neurology
102 papers in training set
Top 0.2%
10.7%
4
Journal of Parkinson’s Disease
12 papers in training set
Top 0.1%
6.8%
5
Brain Communications
166 papers in training set
Top 0.6%
5.5%
6
Parkinsonism & Related Disorders
25 papers in training set
Top 0.1%
5.5%
50% of probability mass above
7
Journal of Parkinson's Disease
13 papers in training set
Top 0.1%
4.3%
8
Clinical Neurophysiology
56 papers in training set
Top 0.2%
4.1%
9
Gait & Posture
24 papers in training set
Top 0.2%
2.7%
10
Frontiers in Neuroscience
256 papers in training set
Top 2%
2.4%
11
Scientific Reports
3612 papers in training set
Top 47%
2.1%
12
European Journal of Neuroscience
189 papers in training set
Top 2%
1.7%
13
Neurorehabilitation and Neural Repair
21 papers in training set
Top 0.3%
1.7%
14
npj Parkinson's Disease
105 papers in training set
Top 0.8%
1.7%
15
Journal of Neurology
28 papers in training set
Top 0.6%
1.4%
16
Neurobiology of Disease
148 papers in training set
Top 3%
1.1%
17
NeuroImage: Clinical
144 papers in training set
Top 2%
1.1%
18
Neurology
50 papers in training set
Top 1%
1.1%
19
Annals of Clinical and Translational Neurology
34 papers in training set
Top 0.7%
1.1%
20
Journal of Neurophysiology
302 papers in training set
Top 3%
1.1%
21
Pediatric Neurology
11 papers in training set
Top 0.2%
1.0%
22
Behavioural Brain Research
77 papers in training set
Top 1%
1.0%
23
Neuropsychologia
85 papers in training set
Top 1%
1.0%
24
Cortex
119 papers in training set
Top 2%
0.8%
25
Brain Sciences
55 papers in training set
Top 2%
0.8%
26
Journal of the Neurological Sciences
18 papers in training set
Top 0.7%
0.6%
27
Muscle & Nerve
10 papers in training set
Top 0.4%
0.6%
28
Neuroscience
97 papers in training set
Top 3%
0.6%