Parkinson DiseaseEMO-SPEECH-PDNCT05765110
SPEECH as Biomarker for Emotion, Movement and cOgnition in Parkinson's Disease
A study testing Dopaminergic OFF drug state, DBS OFF state and Dopaminergic ON drug state in people with Parkinson Disease, run by Insel Gruppe AG, University Hospital Bern at 2 sites in 2 countries.
Trial 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 more about this study
- Who is it for?
- Ages 30 to 75 yearsHealthy volunteers can take part
- Conditions the study is for
- Parkinson Disease
- What is being tested?
- Dopaminergic OFF drug state, DBS OFF state and Dopaminergic ON drug state
- Could I receive a placebo?
- No, everyone receives an active treatment
- How many people
- 80 participants
- Where
- 2 sitesin 2 countries
- Study dates
- 3 Jan 2023to 31 Dec 2026
- Phase
- Interventional
- Are there results?
- Not yet: the study is under way
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 30 to 75 years
- All sexes
- Healthy volunteers accepted
- Adult, Older adult
Who may be able to join
- Written informed consent
- 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
- Written informed consent
- Adults from 50-70 years old;
- Fluent in German or French
Who cannot join
- 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 (Montreal Cognitive Assessment (MoCa) < 24/30 points);
- Depression with acute suicidal ideation
- Healthy Controls
Show all 11Show fewer
- 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 DSM-V criteria
Trial locations and contacts
2 sites in 2 countries. Contact the study team or a site near you to ask about taking part.
2 sites in 2 countries
Czechia1 site
- Active, not recruiting
Czech Technical University Prague
Prague, 166 27
Switzerland1 site, 1 recruiting
- Recruiting
University Hospital Inselspital, Berne
Bern, 3010
Paul Krack, Prof., 31 66 4 03 71 ext. +41, paul.krack@insel.ch
Mario Sousa, MD, 31 664 23 49 ext. +41, mario.sousa@insel.ch
About this study
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.
- Conditions
- Parkinson Disease
- Being tested
- Dopaminergic OFF drug state, DBS OFF state, Dopaminergic ON drug state, DBS ON state
- Keywords
- Speech, Emotion, Movement, Cognition, Biomarker, Automated speech analysis
- Medical subject headings
- Parkinson Disease, Speech
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
Dopaminergic OFF drug stateOther
Experiment will be performed without dopaminergic medication
DBS OFF stateOther
Turning off the stimulation during experiment
Dopaminergic ON drug stateOther
Experiment will be performed with dopaminergic medication
DBS ON stateOther
Experiment will be performed with stimulation (ON condition)
| Study group | Role | What they receive |
|---|---|---|
| Parkinson's disease patients with DBS | Experimental | All Parkinson's disease patients with bilateral deep brain stimulation (DBS) in the subthalamic nucleus Receives: Other: Dopaminergic OFF drug state; Other: DBS OFF state; Other: Dopaminergic ON drug state; Other: DBS ON state |
| Parkinson's disease patients without DBS | Experimental | All Parkinson's disease patients without bilateral deep brain stimulation (DBS) in the subthalamic nucleus Receives: Other: Dopaminergic OFF drug state; Other: Dopaminergic ON drug state |
| Healthy Controls | No intervention | All healthy volunteers |
What is being measured
The primary outcome is the main question the study is designed to answer.
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.
Measured: Visit 2 (< 3 months)
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.
Measured: Visit 2 (< 3 months)
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.
Measured: Visit 2 (< 3 months)
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.
Measured: Visit 2 (< 3 months)
Secondary outcomes (4)
Dyskinesia severity
Score on Marconi dyskinesia rating scale [0-28 pts.]. Higher scores in Marconi dyskinesia rating scale means more severe dyskinesia.
Measured: At visit 1 (baseline) and visit 2 (< 3 months)
Momentary mood state
Score on Visual Analogue Mood Scale (VAMS) [0-100 pts.]. Higher scores in VAMS means better mood.
Measured: At visit 1 (baseline) and visit 2 (< 3 months)
Momentary anxiety state
Score on Visual Analogue Anxiety Scale (VAAS) [0-100 pts.]. Higher scores in VAAS means more anxiety.
Measured: At visit 1 (baseline) and visit 2 (< 3 months)
Bradyphrenia assessment
Score on Bradyphrenia scale [0-72 pts.]. Higher scores in Bradyphrenia scale means more severe bradyphrenia.
Measured: At visit 1 (baseline) and visit 2 (< 3 months)
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted13 Mar 2023
- Study start3 Jan 2023
- Primary completion31 Dec 2026 (estimated)
- Study completion31 Dec 2026 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Other trials for Parkinson DiseaseStudies of the same condition, open and under way.
- More trials run by Insel Gruppe AG, University Hospital BernThe sponsor's other registered studies.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Interventional
- Phase
- Phase N/A
- Primary purpose
- Other
- Allocation
- Non-randomised
- Intervention model
- Parallel groups
- Masking
- None (open label)
- Enrolment
- 80 participants (estimated)
Sponsor and investigators
- Lead sponsor
- Insel Gruppe AG, University Hospital Bern
- Sponsor type
- University, hospital or other
- Collaborators
- Czech Technical University in Prague
- Responsible party
- Sponsor
- Investigators
- Paul Krack, Prof., Principal investigator, Insel Gruppe AG, University Hospital Bern
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT05765110
- Sponsor's protocol ID
- 2022-01304
- Acronym
- EMO-SPEECH-PD
- Status last verified
- May 2026
- First submitted
- 11 Jan 2023
- Last updated
- 22 May 2026
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- No
Study at a glance
From the registry record, last updated by the sponsor on 22 May 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- SPEECH as Biomarker for Emotion, Movement and cOgnition in Parkinson's Disease
- ClinicalTrials.gov ID
- NCT05765110
- Acronym / sponsor ID
- EMO-SPEECH-PD / 2022-01304
- Conditions
- Parkinson Disease
- Keywords
- Speech, Emotion, Movement, Cognition, Biomarker, Automated speech analysis
- Study type
- Interventional
- Recruitment status
- Recruiting
- Enrolment
- 80 participants (estimated)
- Lead sponsor
- Insel Gruppe AG, University Hospital BernUniversity, hospital or other
- Collaborators
- Czech Technical University in Prague
- Study start
- 3 Jan 2023 (actual)
- Primary completion
- 31 Dec 2026 (estimated)
- Study completion
- 31 Dec 2026 (estimated)
- First posted
- 13 Mar 2023 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
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.
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.
Study design
- Primary purpose
- Other
- Allocation
- Non-randomised
- Intervention model
- Parallel groups
- Masking
- None (open label)
- Number of arms
- 3
| Arm | Type | Receives |
|---|---|---|
| Parkinson's disease patients with DBS | Experimental | Other: Dopaminergic OFF drug state, Other: DBS OFF state, Other: Dopaminergic ON drug state, Other: DBS ON stateAll Parkinson's disease patients with bilateral deep brain stimulation (DBS) in the subthalamic nucleus |
| Parkinson's disease patients without DBS | Experimental | Other: Dopaminergic OFF drug state, Other: Dopaminergic ON drug stateAll Parkinson's disease patients without bilateral deep brain stimulation (DBS) in the subthalamic nucleus |
| Healthy Controls | No intervention | –All healthy volunteers |
Who may qualify
- Ages
- 30 to 75 years
- Sex
- All
- Healthy volunteers
- Accepted
- Age groups
- Adult, Older adult
Key inclusion criteria (8 listed)
- Written informed consent
- 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
Key exclusion criteria (11 listed)
- 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 (Montreal Cognitive Assessment (MoCa) < 24/30 points);
- Depression with acute suicidal ideation
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| Dopaminergic OFF drug stateExperiment will be performed without dopaminergic medication | Other | Parkinson's disease patients with DBS, Parkinson's disease patients without DBS |
| DBS OFF stateTurning off the stimulation during experiment | Other | Parkinson's disease patients with DBS |
| Dopaminergic ON drug stateExperiment will be performed with dopaminergic medication | Other | Parkinson's disease patients with DBS, Parkinson's disease patients without DBS |
| DBS ON stateExperiment will be performed with stimulation (ON condition) | Other | Parkinson's disease patients with DBS |
Primary outcome
Part I: Changes from baseline in best acoustic speech variables to detect changes of dopaminergic and stimulation motor effect in Parkinson's disease patients
Time frame: Visit 2 (< 3 months)
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.
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
Time frame: Visit 2 (< 3 months)
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.
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
Time frame: Visit 2 (< 3 months)
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.
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
Time frame: Visit 2 (< 3 months)
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.
4 secondary outcomes
Dyskinesia severity
Time frame: At visit 1 (baseline) and visit 2 (< 3 months)
Momentary mood state
Time frame: At visit 1 (baseline) and visit 2 (< 3 months)
Momentary anxiety state
Time frame: At visit 1 (baseline) and visit 2 (< 3 months)
Bradyphrenia assessment
Time frame: At visit 1 (baseline) and visit 2 (< 3 months)
Results and safety
This study is still under way. Results are not available in the source record yet.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 22 May 2026.
- Individual participant dataSharing planned: No
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part.
Paul Krack, Prof. principal investigator
Insel Gruppe AG, University Hospital Bern
2 sites in 2 countries: see every site and its status.
Questions about this trial
What is this clinical trial studying?
A study testing Dopaminergic OFF drug state, DBS OFF state and Dopaminergic ON drug state in people with Parkinson Disease, run by Insel Gruppe AG, University Hospital Bern at 2 sites in 2 countries.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 8 inclusion and 11 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: looking for participants now, as of the sponsor's last update on 22 May 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 2 sites in Czechia, Switzerland. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
This study is still under way. Results are not available in the source record yet.
How can a doctor refer a patient or contact the research team?
Contact Paul Krack, Prof. (31 66 4 03 71 ext. +41, paul.krack@insel.ch), or a site near the patient. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Part I: Changes from baseline in best acoustic speech variables to detect changes of dopaminergic and stimulation motor effect in Parkinson's disease patients (time frame: Visit 2 (< 3 months)). The study lists 4 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 22 May 2026.