ClinicalTrials.gg
RecruitingNCT05765110EMO-SPEECH-PDUpdated May 22, 2026

SPEECH as Biomarker for Emotion, Movement and cOgnition in Parkinson's Disease

An interventional study of Dopaminergic OFF drug state and DBS OFF state in Parkinson Disease, sponsored by Insel Gruppe AG, University Hospital Bern. Recruiting at 2 sites in 2 countries. Open to participants aged 30 Years to 75 Years, including healthy volunteers. Per ClinicalTrials.gov, last updated 2026-05-22.

Sponsored by Insel Gruppe AG, University Hospital Bern · Not applicable, Interventional, and Other

From the registry’s dates

  • Started Jan 2023; still recruiting 3 years 10 months later.
Phase
Not applicable
Study type
Interventional
Enrollment
80
Allocation
Non-randomized
Ages
30 Years to 75 Years
Sex
All
01

Study summary

With this study, the investigators want to investigate whether computerized speech analysis can be used to reliably and objectively detect motor, emotional, and cognitive fluctuations in Parkinson's disease patients.

Read the detailed description

Parkinson's disease (PD) affects mobility (motor function), thought processes (cognition) and mood (emotion). The language is one of the most complex programs in humans. It contains information about mobility, thinking and mood at the same time. These three levels of agility, thinking and mood are subject to spontaneous fluctuations and can be influenced by external stimuli such as pictures that induce emotions. In addition, these three levels are influenced on the one hand by Parkinson's disease itself, and on the other hand by its treatment with medication or with deep brain stimulation (DBS). For this reason, the investigators would like to investigate language in Parkinson's disease patients in a very detailed computerized way for motor, cognitive and emotional elements for better management of therapies.

With this study, the investigators want to investigate whether computerized speech analysis can be used to reliably and objectively detect fluctuations in motor, mood, and thinking in Parkinson's disease patients.

Even in healthy subjects, speech changes in a situational manner, due to which the investigators will also include healthy subjects as a control group.

02

Conditions studied

  • Parkinson Disease

Keywords

  • Speech
  • Emotion
  • Movement
  • Cognition
  • Biomarker
  • Automated speech analysis
03

In context

Parkinson Disease

4,573 studies on the registry are indexed under Parkinson Disease; 1,086 are open to participants now.

This study's planned enrollment of 80 is above the median of 40 across 3,353 interventional studies indexed under Parkinson Disease.

Browse Parkinson Disease studies →

Lead sponsor

Insel Gruppe AG, University Hospital Bern is the lead sponsor of 741 studies on the registry; 180 are open to participants now.

Counted across the registry records on this site, refreshed daily.

04

Who can participate

Ages eligible
30 Years to 75 Years
Sexes eligible
All
Accepts healthy volunteers
Yes

Eligibility criteria

Patients with Parkinson's Disease

Inclusion Criteria:

  • Written
  • Idiopathic PD according to the Movement Disorders Society Criteria;
  • Age of participants > 30 and ≤ 75 years;
  • Treatment with or without bilateral deep brain stimulation in the subthalamic nucleus;
  • Fluent in German or French

Exclusion Criteria:

  • Dysarthria caused in addition by a condition other than PD (e.g. stroke, myasthenia);
  • Clinical diagnosis of aphasia;
  • Brain disease other than Parkinson's disease (e.g. atypical Parkinsonism, Alzheimer's disease, vascular dementia, multiple sclerosis, stroke, traumatic brain injury, epilepsy, etc.).
  • Cognitive impairment ( (MoCa) \< 24/30 points);
  • Depression with acute suicidal ideation

Healthy Controls

Inclusion Criteria:

  • Written informed consent
  • Adults from 50-70 years old;
  • Fluent in German or French

Exclusion Criteria:

  • Diagnosis of Parkinson's disease;
  • Cognitive impairment (Montreal Cognitive Assessment (MoCa) \< 24/30 points);
  • Suffering from brain disease (e.g. atypical Parkinsonism, Alzheimer's disease, vascular dementia, multiple sclerosis, stroke, traumatic brain injury, epilepsy, etc.);
  • Clinical diagnosis of aphasia, dysarthria, and stuttering;
  • Suffering from or diagnosed with psychiatric illnesses according to criteria
Terms in these criteria, in plain language(3)

Underlined terms in the criteria open these too. Explained by clinicaltrials.gg, not part of the registry record. The study team decides who can take part.

Informed consent

Before you join, the study team explains what taking part involves — its purpose, what happens, the risks and possible benefits — and answers your questions, so you can decide freely. Consent is usually recorded on a form (the informed consent form, ICF) signed by you or, where the law allows, by someone legally authorised to decide for you.

You can keep asking questions during the study, you are told of new information that matters, and you can choose to leave at any time.

MMSE and MoCA

Short tests of memory and thinking, each scored out of 30. Lower scores suggest more difficulty; criteria give a range, either to include people with memory problems or to leave them out.

DSM diagnostic criteria

The American Psychiatric Association’s manual of mental health diagnoses. DSM-5 (2013, revised as DSM-5-TR in 2022) replaced DSM-IV, and some studies still name the older edition. “Meets DSM criteria for …” means diagnosed by that edition’s diagnostic criteria, usually by a clinician in an interview.

05

Study design

Phase
Not applicable
Primary purpose
Other
Allocation
Non-randomized
Intervention model
Parallel assignment
Masking
None (open label)
Enrollment
80 participants (estimated)

Study arms

  • Experimental
    Parkinson's disease patients with DBS

    All Parkinson's disease patients with bilateral deep brain stimulation (DBS) in the subthalamic nucleus

    Other: Dopaminergic OFF drug state · Other: DBS OFF state · Other: Dopaminergic ON drug state · Other: DBS ON state

  • Experimental
    Parkinson's disease patients without DBS

    All Parkinson's disease patients without bilateral deep brain stimulation (DBS) in the subthalamic nucleus

    Other: Dopaminergic OFF drug state · Other: Dopaminergic ON drug state

  • No intervention
    Healthy Controls

    All healthy volunteers

Interventions

  • OtherDopaminergic OFF drug state

    Experiment will be performed without dopaminergic medication

  • OtherDBS OFF state

    Turning off the stimulation during experiment

  • OtherDopaminergic ON drug state

    Experiment will be performed with dopaminergic medication

  • OtherDBS ON state

    Experiment will be performed with stimulation (ON condition)

06

What researchers measure

Primary outcomes

  1. Part I: Changes from baseline in best acoustic speech variables to detect changes of dopaminergic and stimulation motor effect in Parkinson's disease patients

    A speech analyser software will allow extraction of basic motor acoustic speech features. The extracted variables that better index the dopaminergic medication or stimulation motor effect assessed with Movement Disorders Society-Unified Parkinson's Disease Rating Scale (MDS-UPDRS) part III - motor score \[0-132 pts.\] will be used as primary outcomes in this part. Higher scores in MDS-UPDRS part III means more severe motor symptoms.

    Time frame: Visit 2 (< 3 months)

  2. Part II: Changes from baseline in best acoustic and linguistic speech variables to detect changes of dopaminergic and stimulation neuropsychological effect in Parkinson's disease patients

    A speech analyser software will allow extraction of basic acoustic speech features. For the linguistic domain several natural language variables will be extracted covering domains such as linguistic sense, coherence, and emotionality. The extracted variables that better index the dopaminergic medication or stimulation emotional effect assessed with Neuropsychiatric fluctuations scale (NFS) \[0-60 pts.\] will be used as primary outcomes in this part. Higher scores in NFS means more severe neuropsychiatric fluctuations.

    Time frame: Visit 2 (< 3 months)

  3. Part III: Changes from baseline in best acoustic and linguistic speech variables to detect changes of dopaminergic and stimulation cognitive effect in Parkinson's disease patients

    A speech analyser software will allow extraction of basic acoustic speech features. For the linguistic domain several natural language variables will be extracted covering domains such as linguistic sense, coherence, and emotionality. The extracted variables that better index the dopaminergic medication or stimulation cognitive effect assessed with verbal fluency task will be used as primary outcomes in this part. Higher scores in Fluency task means better outcome.

    Time frame: Visit 2 (< 3 months)

  4. Part III: Changes from baseline in best acoustic and linguistic speech variables to detect changes of dopaminergic and stimulation cognitive effect in Parkinson's disease patients

    A speech analyser software will allow extraction of basic acoustic speech features. For the linguistic domain several natural language variables will be extracted covering domains such as linguistic sense, coherence, and emotionality. The extracted variables that better index the dopaminergic medication or stimulation cognitive effect assessed with Stroop test will be used as primary outcomes in this part. Higher scores in Stroop test means worse outcome.

    Time frame: Visit 2 (< 3 months)

Secondary outcomes

  1. Dyskinesia severity

    Score on Marconi dyskinesia rating scale \[0-28 pts.\]. Higher scores in Marconi dyskinesia rating scale means more severe dyskinesia.

    Time frame: At visit 1 (baseline) and visit 2 (< 3 months)

  2. Momentary mood state

    Score on Visual Analogue Mood Scale (VAMS) \[0-100 pts.\]. Higher scores in VAMS means better mood.

    Time frame: At visit 1 (baseline) and visit 2 (< 3 months)

  3. Momentary anxiety state

    Score on Visual Analogue Anxiety Scale (VAAS) \[0-100 pts.\]. Higher scores in VAAS means more anxiety.

    Time frame: At visit 1 (baseline) and visit 2 (< 3 months)

  4. Bradyphrenia assessment

    Score on Bradyphrenia scale \[0-72 pts.\]. Higher scores in Bradyphrenia scale means more severe bradyphrenia.

    Time frame: At visit 1 (baseline) and visit 2 (< 3 months)

Other outcomes

  1. Severity of non-motor aspects of experiences of Daily Living

    Score on MDS-UPDRS parts I \[0-52 pts.\]. Higher scores in MDS-UPDRS-part I scale means more severe non-motor symptoms on experiences of Daily Living

    Time frame: < 2 weeks from the baseline visit

  2. Severity of motor aspects of experiences of Daily Living

    Score on MDS-UPDRS parts II \[0-52 pts.\].Higher scores in MDS-UPDRS-part II scale means more severe motor symptoms on experiences of Daily Living

    Time frame: < 2 weeks from the baseline visit

  3. Severity of motor fluctuations

    Score on MDS-UPDRS parts IV \[0-24 pts.\]. Higher scores in MDS-UPDRS-part IV scale means more severe motor fluctuations

    Time frame: < 2 weeks from the baseline visit

  4. Quality of life assessment

    Score on Parkinson's Disease Questionnaire, 8 items (PDQ-8) \[0-32 pts.\]. Higher scores in PDQ-8 scale means worse quality of life

    Time frame: < 2 weeks from the baseline visit

  5. Dysarthria severity assessment

    Score on Voice Handicap Index (VHI) \[0-120 pts.\]. Higher scores in VHI scale means more severe dysarthria (speech impairment)

    Time frame: < 2 weeks from the baseline visit

  6. Anxiety and depressive symptomatology

    Score on Hospital Anxiety and Depression Scale (HADS) \[0-60 pts.\]. Higher scores in HADS scale means more severe anxiety and depressive symptoms

    Time frame: < 2 weeks from the baseline visit

  7. Apathetic symptomatology

    Score on Starkstein Apathy Scale (SAS) \[0-42 pts.\]. Higher scores in SAS scale means more severe apathetic symptoms

    Time frame: < 2 weeks from the baseline visit

  8. Impulse-control disorders assessment

    Score on Questionnaire for impulsive-compulsive disorders in Parkinson's Disease-Rating Scale (QUIP-RS) \[0-112 pts.\]. Higher scores in QUIP-RS scale means more severe impulsive-compulsive disorders

    Time frame: < 2 weeks from the baseline visit

07

Study locations

1 of 2 sites recruiting
  • Czech Technical University Prague
    Prague, 166 27, Czechia
    Active, not recruiting

    Not enrolling at this site.

  • University Hospital Inselspital, Berne
    Bern, 3010, Switzerland
    Recruiting
08

References and documents

Individual participant data

Plan to share: No

No publications or documents are linked to this record.

09

Updates

Tracking since Sep 25, 2026
No changes since tracking began. The registry record was last updated on May 22, 2026, before this site started recording changes on Sep 25, 2026. Its history is on ClinicalTrials.gov ↗
10

Registry details

Key details

Study ID
NCT05765110
Collaborators
Czech Technical University in Prague
Responsible party
Sponsor
First posted
Mar 13, 2023
Start date
Jan 3, 2023
Primary completion
Dec 31, 2026 (estimated)
Completion
Dec 31, 2026 (estimated)
Last update
May 22, 2026

Study contacts

Paul Krack, Prof.
Contact
paul.krack@insel.ch
31 66 4 03 71 ext. +41
Mario Sousa, MD
Contact
mario.sousa@insel.ch
31 664 23 49 ext. +41
Paul Krack, Prof.
principal investigator · Insel Gruppe AG, University Hospital Bern

Oversight

Data monitoring committee
No
FDA-regulated drug
No
FDA-regulated device
No
View the source record on ClinicalTrials.gov ↗

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