Type 2 Diabetes Mellitus (T2DM)NCT07757308
Brain-Heart Axis in Type 2 Diabetes Mellitus
An observational study of Type 2 Diabetes Mellitus (T2DM), run by Hacettepe University at 1 site in Turkey (Türkiye).
Trial summary
Type 2 Diabetes Mellitus (T2DM) is associated with chronic hyperglycemia and metabolic disturbances that affect not only glucose metabolism but also the central nervous system, autonomic nervous system, and cardiovascular function. Read more about this study
- Who is it for?
- Ages 40 to 75 years
- Conditions the study is for
- Type 2 Diabetes Mellitus (T2DM)
- How many people
- 46 participants
- Where
- 1 siteTurkey (Türkiye)
- Study dates
- 25 Jun 2026to 30 Sep 2026
- Phase
- Observational
- 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 40 to 75 years
- All sexes
- No healthy volunteers
- Adult, Older adult
Study population: The study population will consist of approximately 50 adults aged 40-75 years with a confirmed diagnosis of Type 2 Diabetes Mellitus (T2DM). Participants will be recruited from internal medicine, endocrinology, and family medicine outpatient clinics of the participating institutions. Eligible individuals must be able to provide written informed consent and complete all neurophysiological, cognitive, functional, and psychological assessments. Recruitment will be based on voluntary participation.
Who may be able to join
- Adults aged 40 to 75 years.
- Confirmed diagnosis of Type 2 Diabetes Mellitus (T2DM).
- Able to understand the study procedures and provide written informed consent.
- Able to complete all planned clinical, neurophysiological, cognitive, and functional assessments.
Who cannot join
- Diagnosis of neurological, psychiatric, orthopedic, or other systemic diseases that may influence study outcomes.
- Cognitive or psychological impairment preventing completion of study assessments.
- History of recent surgery or acute medical condition affecting participation.
- Inability or unwillingness to provide written informed consent.
- Inability to complete the assessment protocol.
Trial locations and contacts
1 site in 1 country. Contact the study team or a site near you to ask about taking part.
Turkey (Türkiye)1 site, 1 recruiting
- Recruiting
Munzur University Faculty of Health Sciences
Tunceli
Ulku OZBEY, Prof. Dr., +90 531 435 88 94, ulkuozbey@munzur.edu.tr
About this study
Official title: Effects of Metabolic Dysfunction on Functional Capacity and Mental Health Through the Brain-Heart Axis in Type 2 Diabetes Mellitus: A Cross-Sectional Study Based on Electroencephalography and Heart Rate Variability
Type 2 Diabetes Mellitus (T2DM) is associated with chronic hyperglycemia and metabolic disturbances that affect not only glucose metabolism but also the central nervous system, autonomic nervous system, and cardiovascular function. Growing evidence suggests that individuals with T2DM are at increased risk of cognitive impairment, autonomic dysfunction, reduced functional capacity, and psychological distress. However, the interactions among metabolic status, brain activity, cardiac autonomic regulation, functional performance, and mental health have not been comprehensively investigated within a single study.
This cross-sectional study aims to investigate the relationships between metabolic abnormalities and brain-heart axis function in adults with T2DM. Approximately 50 participants aged 40-65 years with a confirmed diagnosis of T2DM will undergo comprehensive assessments, including resting electroencephalography (EEG), heart rate variability (HRV), functional capacity tests (1-Minute Sit-to-Stand Test and 6-Minute Walk Test), cognitive function using the Montreal Cognitive Assessment (MoCA), physical activity using the International Physical Activity Questionnaire-Short Form (IPAQ-SF), and psychological status using the Depression Anxiety Stress Scale (DASS-21). Clinical and metabolic variables, including HbA1c, fasting blood glucose, lipid profile, and inflammatory markers, will also be collected from medical records.
The primary objective is to determine whether metabolic disturbances are associated with alterations in EEG-derived brain activity and HRV-derived autonomic function and whether these changes are related to cognitive performance, functional capacity, physical activity, and psychological well-being. Correlation analyses, path analysis, and structural equation modeling will be used to explore direct and indirect relationships among these variables. The findings are expected to improve understanding of the brain-heart axis in T2DM and provide evidence for multidimensional assessment strategies to support early detection of neurocardiac dysfunction and optimize rehabilitation approaches.
Read the detailed description
Type 2 Diabetes Mellitus (T2DM) is a chronic metabolic disease characterized by insulin resistance and persistent hyperglycemia. Beyond disturbances in glucose metabolism, T2DM has profound effects on the central nervous system, autonomic nervous system, cardiovascular function, cognition, and mental health. Previous studies have demonstrated that individuals with T2DM have an increased risk of cognitive decline, cardiac autonomic neuropathy, reduced functional capacity, and psychological disorders such as depression and anxiety. Although electroencephalography (EEG) and heart rate variability (HRV) have independently been used to evaluate neural and autonomic dysfunction in T2DM, few studies have investigated these parameters simultaneously within the framework of the brain-heart axis.
The brain-heart axis describes the bidirectional interaction between cortical neural activity and autonomic cardiovascular regulation. Metabolic abnormalities associated with T2DM may alter cortical electrical activity, impair autonomic balance, and consequently influence cognitive performance, physical function, and psychological well-being. A comprehensive evaluation integrating these multidimensional outcomes may improve understanding of the systemic consequences of T2DM and identify potential biomarkers for early neurocardiac dysfunction.
The primary objective of this cross-sectional study is to investigate the relationships between metabolic status and brain-heart axis function in adults with T2DM. Specifically, the study will evaluate whether metabolic abnormalities are associated with alterations in EEG-derived brain activity and HRV-derived autonomic function and whether these neurophysiological changes are related to functional capacity, cognitive performance, physical activity level, and mental health.
Approximately 50 adults aged 40-65 years with a confirmed diagnosis of T2DM will be recruited from participating clinical centers. Eligible participants must be able to complete all study assessments and provide written informed consent. Individuals with neurological, psychiatric, orthopedic, or other severe systemic disorders that may interfere with study assessments, recent surgery, or cognitive impairment preventing completion of evaluations will be excluded.
Demographic and clinical characteristics will be collected from medical records, including age, medication use, medical history, HbA1c, fasting blood glucose, lipid profile, C-reactive protein, erythrocyte sedimentation rate, and other routine clinical parameters. No invasive procedures will be performed specifically for this study.
Cardiac autonomic function will be assessed using resting heart rate variability (HRV) recordings obtained with a Polar heart rate sensor. Time-domain parameters (including RMSSD, SDNN, pNN50, mean RR interval, and total power) and frequency-domain parameters (LF, HF, LF/HF ratio, LF peak, and HF peak) will be analyzed according to established recommendations.
Brain electrical activity will be evaluated using resting-state electroencephalography (EEG) performed under standardized laboratory conditions. EEG recordings will be obtained using the international 10-20 electrode placement system. After artifact removal and signal preprocessing, spectral analyses will be performed to quantify delta, theta, alpha, and beta frequency bands. Additional analyses will include frontal alpha asymmetry, theta/alpha ratio, and, when appropriate, functional connectivity between cortical regions.
Functional capacity will be evaluated using the 1-Minute Sit-to-Stand Test and the 6-Minute Walk Test according to standardized international procedures. Cognitive function will be assessed using the Montreal Cognitive Assessment (MoCA). Physical activity level will be measured with the International Physical Activity Questionnaire-Short Form (IPAQ-SF), while psychological status will be evaluated using the Depression Anxiety Stress Scale (DASS-21) and the Hospital Anxiety and Depression Scale (HADS). All assessments will be completed during a single visit lasting approximately 60 minutes.
Statistical analyses will be performed using IBM SPSS Statistics and AMOS software. Descriptive statistics will summarize participant characteristics. Pearson or Spearman correlation analyses will initially examine associations among metabolic markers, HRV, EEG parameters, functional capacity, cognition, physical activity, and psychological measures. Path analysis will subsequently be performed to investigate the direct and indirect effects of metabolic status on functional capacity through autonomic function and cortical activity. Structural equation modeling (SEM) will be used to evaluate the hypothesized brain-heart axis model, with model fit assessed using χ²/df, Comparative Fit Index (CFI), Tucker-Lewis Index (TLI), Root Mean Square Error of Approximation (RMSEA), and Standardized Root Mean Square Residual (SRMR). Statistical significance will be defined as p < 0.05.
The findings of this study are expected to improve understanding of the neurophysiological mechanisms linking metabolic dysfunction with autonomic regulation, cognition, functional performance, physical activity, and mental health in T2DM. Furthermore, identifying brain-heart axis alterations associated with metabolic control may contribute to earlier detection of neurocardiac dysfunction and support the development of more comprehensive rehabilitation and disease management strategies.
- Conditions
- Type 2 Diabetes Mellitus (T2DM)
- Keywords
- Type 2 Diabetes Mellitus, Electroencephalography (EEG), Heart Rate Variability, Brain-Heart Axis, Functional Capacity
- Medical subject headings
- Diabetes Mellitus, Type 2
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
| Study group | Role | What they receive |
|---|---|---|
| Adults with Type 2 Diabetes Mellitus | Adults aged 40-65 years with a confirmed diagnosis of Type 2 Diabetes Mellitus (T2DM) will participate in this observational cross-sectional study. Participants will undergo comprehensive assessments including electroencephalography (EEG), heart rate variability (HRV), functional capacity (1-Minute Sit-to-Stand Test and 6-Minute Walk Test), cognitive function (Montreal Cognitive Assessment), physical activity (International Physical Activity Questionnaire-Short Form), and psychological status (Depression Anxiety Stress Scale-21 and Hospital Anxiety and Depression Scale). Clinical and metabolic parameters, including HbA1c, fasting blood glucose, lipid profile, and inflammatory markers, will be obtained from medical records. No experimental intervention will be administered; all participants will undergo a single assessment session. |
What is being measured
The primary outcome is the main question the study is designed to answer.
Heart Rate Variability
Resting cardiac autonomic function will be assessed using heart rate variability (HRV). Time-domain (RMSSD, SDNN, pNN50, mean RR interval) and frequency-domain (LF, HF, LF/HF ratio, total power) parameters will be analyzed from resting recordings.
Measured: Baseline (single assessment visit)
Delta Band Power
Resting electroencephalography (EEG) assessment of cortical electrical activity. Delta band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Measured: Baseline
Theta Band Power
Resting electroencephalography (EEG) assessment of cortical electrical activity. Theta band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Measured: Baseline
Alpha Band Power
Resting electroencephalography (EEG) assessment of cortical electrical activity. Alpha band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Measured: Baseline
Beta Band Power
Resting electroencephalography (EEG) assessment of cortical electrical activity. Beta band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Measured: Baseline
Frontal Alpha Asymmetry
Resting electroencephalography (EEG) assessment of frontal alpha asymmetry calculated from bilateral frontal electrode recordings. Changes in frontal alpha asymmetry reflect alterations in hemispheric cortical activity.
Measured: Baseline
Functional Connectivity
Resting electroencephalography (EEG) assessment of functional connectivity between cortical regions using predefined EEG connectivity metrics.
Measured: Baseline
Secondary outcomes (17)
Cognitive Function
Cognitive performance assessed using the Montreal Cognitive Assessment. The Montreal Cognitive Assessment is a 30-point cognitive screening tool with scores ranging from 0 to 30. Higher scores indicate better cognitive function (better outcome), whereas lower scores indicate poorer cognitive function (worse outcome).
Measured: Baseline (single assessment visit)
Physical Activity Level
Physical activity level assessed using the International Physical Activity Questionnaire-Short Form. The outcome is reported as total metabolic equivalent task minutes per week (MET-minutes/week), calculated according to the International Physical Activity Questionnaire scoring protocol. Minimum value: 0 MET-minutes/week. There is no fixed maximum value. Higher values indicate higher levels of physical activity (better outcome).
Measured: Baseline (single assessment visit)
One-Minute Sit-to-Stand Test
Functional capacity assessed using the One-Minute Sit-to-Stand Test. The outcome is the total number of completed sit-to-stand repetitions performed in one minute. Minimum value: 0 repetitions. There is no fixed maximum value. Higher values indicate better functional capacity.
Measured: Baseline
Six-Minute Walk Test
Functional capacity assessed using the Six-Minute Walk Test. The outcome is the total distance walked in six minutes, measured in meters (m). Minimum value: 0 meters. There is no fixed maximum value. Higher values indicate better functional capacity.
Measured: Baseline
Depression Symptoms (DASS-21 Depression)
Depressive symptoms assessed using the Depression Anxiety Stress Scale-21 Depression Subscale. Scores range from 0 to 42 (or 0 to 21 if raw scores are used), with higher scores indicating greater depressive symptom severity. Lower scores indicate fewer depressive symptoms (better outcome).
Measured: Baseline
Anxiety Symptoms (DASS-21 Anxiety)
Anxiety symptoms assessed using the Depression Anxiety Stress Scale-21 Anxiety Subscale. Scores range from 0 to 42 (or 0 to 21 if raw scores are used), with higher scores indicating greater anxiety symptom severity. Lower scores indicate fewer anxiety symptoms (better outcome).
Measured: Baseline
Stress Symptoms (DASS-21 Stress)
Stress symptoms assessed using the Depression Anxiety Stress Scale-21 Stress Subscale. Scores range from 0 to 42 (or 0 to 21 if raw scores are used), with higher scores indicating greater stress symptom severity. Lower scores indicate fewer stress symptoms (better outcome).
Measured: Baseline
Anxiety Symptoms (HADS-A)
Anxiety symptoms assessed using the Hospital Anxiety and Depression Scale-Anxiety Subscale. Scores range from 0 to 21, with higher scores indicating greater anxiety severity. Lower scores indicate fewer anxiety symptoms (better outcome).
Measured: Baseline
Depression Symptoms (HADS-D)
Depressive symptoms assessed using the Hospital Anxiety and Depression Scale-Depression Subscale. Scores range from 0 to 21, with higher scores indicating greater depressive symptom severity. Lower scores indicate fewer depressive symptoms (better outcome).
Measured: Baseline
HbA1c
Glycated hemoglobin (HbA1c) measured from medical records and expressed as percentage (%). Lower values indicate better long-term glycemic control (better outcome).
Measured: Baseline
Fasting Blood Glucose
Fasting blood glucose measured from medical records and expressed in milligrams per deciliter (mg/dL). Lower values indicate better glycemic control (better outcome).
Measured: Baseline
High-Density Lipoprotein Cholesterol (HDL)
High-density lipoprotein cholesterol measured from medical records and expressed in milligrams per deciliter (mg/dL). Higher values indicate a more favorable lipid profile (better outcome).
Measured: Baseline
Low-Density Lipoprotein Cholesterol (LDL)
Low-density lipoprotein cholesterol measured from medical records and expressed in milligrams per deciliter (mg/dL). Lower values indicate a more favorable lipid profile (better outcome).
Measured: Baseline
Total Cholesterol
Total cholesterol measured from medical records and expressed in milligrams per deciliter (mg/dL). Lower values indicate a more favorable lipid profile (better outcome).
Measured: Baseline
Triglycerides
Triglycerides measured from medical records and expressed in milligrams per deciliter (mg/dL). Lower values indicate a more favorable metabolic profile (better outcome).
Measured: Baseline
C-Reactive Protein
C-reactive protein measured from medical records and expressed in milligrams per liter (mg/L). Lower values indicate lower systemic inflammation (better outcome).
Measured: Baseline
Erythrocyte Sedimentation Rate
Erythrocyte sedimentation rate measured from medical records and expressed in millimeters per hour (mm/h). Lower values indicate lower systemic inflammation (better outcome).
Measured: Baseline
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted11 Aug 2026
- Study start25 Jun 2026
- Primary completion15 Sep 2026 (estimated)
- Study completion30 Sep 2026 (estimated)
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (1)Papers the sponsor has linked to this study.
- Other trials for Type 2 Diabetes Mellitus (T2DM)Studies of the same condition, open and under way.
- More trials run by Hacettepe UniversityThe 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
- Observational
- Observational model
- Case-control
- Time perspective
- Cross-sectional
- Enrolment
- 46 participants (estimated)
Sponsor and investigators
- Lead sponsor
- Hacettepe University
- Sponsor type
- University, hospital or other
- Responsible party
- Principal investigator, Ceyhun Topcuoglu, Munzur University
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT07757308
- Sponsor's protocol ID
- 2026/8-41
- Status last verified
- Aug 2026
- First submitted
- 2 Aug 2026
- Last updated
- 11 Aug 2026
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- No
Publications
Schaffarczyk M, Rogers B, Reer R, Gronwald T. Validity of the Polar H10 Sensor for Heart Rate Variability Analysis during Resting State and Incremental Exercise in Recreational Men and Women. Sensors (Basel). 2022 Aug 30;22(17):6536. doi: 10.3390/s22176536.
PubMed 36081005
Study at a glance
From the registry record, last updated by the sponsor on 11 Aug 2026. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Effects of Metabolic Dysfunction on Functional Capacity and Mental Health Through the Brain-Heart Axis in Type 2 Diabetes Mellitus: A Cross-Sectional Study Based on Electroencephalography and Heart Rate Variability
- ClinicalTrials.gov ID
- NCT07757308
- Acronym / sponsor ID
- 2026/8-41
- Conditions
- Type 2 Diabetes Mellitus (T2DM)
- Keywords
- Type 2 Diabetes Mellitus, Electroencephalography (EEG), Heart Rate Variability, Brain-Heart Axis, Functional Capacity
- Study type
- Observational
- Recruitment status
- Recruiting
- Enrolment
- 46 participants (estimated)
- Lead sponsor
- Hacettepe UniversityUniversity, hospital or other
- Study start
- 25 Jun 2026 (actual)
- Primary completion
- 15 Sep 2026 (estimated)
- Study completion
- 30 Sep 2026 (estimated)
- First posted
- 11 Aug 2026 (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.
Type 2 Diabetes Mellitus (T2DM) is associated with chronic hyperglycemia and metabolic disturbances that affect not only glucose metabolism but also the central nervous system, autonomic nervous system, and cardiovascular function. Growing evidence suggests that individuals with T2DM are at increased risk of cognitive impairment, autonomic dysfunction, reduced functional capacity, and psychological distress. However, the interactions among metabolic status, brain activity, cardiac autonomic regulation, functional performance, and mental health have not been comprehensively investigated within a single study.
This cross-sectional study aims to investigate the relationships between metabolic abnormalities and brain-heart axis function in adults with T2DM. Approximately 50 participants aged 40-65 years with a confirmed diagnosis of T2DM will undergo comprehensive assessments, including resting electroencephalography (EEG), heart rate variability (HRV), functional capacity tests (1-Minute Sit-to-Stand Test and 6-Minute Walk Test), cognitive function using the Montreal Cognitive Assessment (MoCA), physical activity using the International Physical Activity Questionnaire-Short Form (IPAQ-SF), and psychological status using the Depression Anxiety Stress Scale (DASS-21). Clinical and metabolic variables, including HbA1c, fasting blood glucose, lipid profile, and inflammatory markers, will also be collected from medical records.
The primary objective is to determine whether metabolic disturbances are associated with alterations in EEG-derived brain activity and HRV-derived autonomic function and whether these changes are related to cognitive performance, functional capacity, physical activity, and psychological well-being. Correlation analyses, path analysis, and structural equation modeling will be used to explore direct and indirect relationships among these variables. The findings are expected to improve understanding of the brain-heart axis in T2DM and provide evidence for multidimensional assessment strategies to support early detection of neurocardiac dysfunction and optimize rehabilitation approaches.
Detailed description
Type 2 Diabetes Mellitus (T2DM) is a chronic metabolic disease characterized by insulin resistance and persistent hyperglycemia. Beyond disturbances in glucose metabolism, T2DM has profound effects on the central nervous system, autonomic nervous system, cardiovascular function, cognition, and mental health. Previous studies have demonstrated that individuals with T2DM have an increased risk of cognitive decline, cardiac autonomic neuropathy, reduced functional capacity, and psychological disorders such as depression and anxiety. Although electroencephalography (EEG) and heart rate variability (HRV) have independently been used to evaluate neural and autonomic dysfunction in T2DM, few studies have investigated these parameters simultaneously within the framework of the brain-heart axis.
The brain-heart axis describes the bidirectional interaction between cortical neural activity and autonomic cardiovascular regulation. Metabolic abnormalities associated with T2DM may alter cortical electrical activity, impair autonomic balance, and consequently influence cognitive performance, physical function, and psychological well-being. A comprehensive evaluation integrating these multidimensional outcomes may improve understanding of the systemic consequences of T2DM and identify potential biomarkers for early neurocardiac dysfunction.
The primary objective of this cross-sectional study is to investigate the relationships between metabolic status and brain-heart axis function in adults with T2DM. Specifically, the study will evaluate whether metabolic abnormalities are associated with alterations in EEG-derived brain activity and HRV-derived autonomic function and whether these neurophysiological changes are related to functional capacity, cognitive performance, physical activity level, and mental health.
Approximately 50 adults aged 40-65 years with a confirmed diagnosis of T2DM will be recruited from participating clinical centers. Eligible participants must be able to complete all study assessments and provide written informed consent. Individuals with neurological, psychiatric, orthopedic, or other severe systemic disorders that may interfere with study assessments, recent surgery, or cognitive impairment preventing completion of evaluations will be excluded.
Demographic and clinical characteristics will be collected from medical records, including age, medication use, medical history, HbA1c, fasting blood glucose, lipid profile, C-reactive protein, erythrocyte sedimentation rate, and other routine clinical parameters. No invasive procedures will be performed specifically for this study.
Cardiac autonomic function will be assessed using resting heart rate variability (HRV) recordings obtained with a Polar heart rate sensor. Time-domain parameters (including RMSSD, SDNN, pNN50, mean RR interval, and total power) and frequency-domain parameters (LF, HF, LF/HF ratio, LF peak, and HF peak) will be analyzed according to established recommendations.
Brain electrical activity will be evaluated using resting-state electroencephalography (EEG) performed under standardized laboratory conditions. EEG recordings will be obtained using the international 10-20 electrode placement system. After artifact removal and signal preprocessing, spectral analyses will be performed to quantify delta, theta, alpha, and beta frequency bands. Additional analyses will include frontal alpha asymmetry, theta/alpha ratio, and, when appropriate, functional connectivity between cortical regions.
Functional capacity will be evaluated using the 1-Minute Sit-to-Stand Test and the 6-Minute Walk Test according to standardized international procedures. Cognitive function will be assessed using the Montreal Cognitive Assessment (MoCA). Physical activity level will be measured with the International Physical Activity Questionnaire-Short Form (IPAQ-SF), while psychological status will be evaluated using the Depression Anxiety Stress Scale (DASS-21) and the Hospital Anxiety and Depression Scale (HADS). All assessments will be completed during a single visit lasting approximately 60 minutes.
Statistical analyses will be performed using IBM SPSS Statistics and AMOS software. Descriptive statistics will summarize participant characteristics. Pearson or Spearman correlation analyses will initially examine associations among metabolic markers, HRV, EEG parameters, functional capacity, cognition, physical activity, and psychological measures. Path analysis will subsequently be performed to investigate the direct and indirect effects of metabolic status on functional capacity through autonomic function and cortical activity. Structural equation modeling (SEM) will be used to evaluate the hypothesized brain-heart axis model, with model fit assessed using χ²/df, Comparative Fit Index (CFI), Tucker-Lewis Index (TLI), Root Mean Square Error of Approximation (RMSEA), and Standardized Root Mean Square Residual (SRMR). Statistical significance will be defined as p < 0.05.
The findings of this study are expected to improve understanding of the neurophysiological mechanisms linking metabolic dysfunction with autonomic regulation, cognition, functional performance, physical activity, and mental health in T2DM. Furthermore, identifying brain-heart axis alterations associated with metabolic control may contribute to earlier detection of neurocardiac dysfunction and support the development of more comprehensive rehabilitation and disease management strategies.
Study design
- Observational model
- Case-control
- Time perspective
- Cross-sectional
- Number of arms
- 1
| Arm | Type | Receives |
|---|---|---|
| Adults with Type 2 Diabetes Mellitus | – | –Adults aged 40-65 years with a confirmed diagnosis of Type 2 Diabetes Mellitus (T2DM) will participate in this observational cross-sectional study. Participants will undergo comprehensive assessments including electroencephalography (EEG), heart rate variability (HRV), functional capacity (1-Minute Sit-to-Stand Test and 6-Minute Walk Test), cognitive function (Montreal Cognitive Assessment), physical activity (International Physical Activity Questionnaire-Short Form), and psychological status (Depression Anxiety Stress Scale-21 and Hospital Anxiety and Depression Scale). Clinical and metabolic parameters, including HbA1c, fasting blood glucose, lipid profile, and inflammatory markers, will be obtained from medical records. No experimental intervention will be administered; all participants will undergo a single assessment session. |
Who may qualify
- Ages
- 40 to 75 years
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- The study population will consist of approximately 50 adults aged 40-75 years with a confirmed diagnosis of Type 2 Diabetes Mellitus (T2DM). Participants will be recruited from internal medicine, endocrinology, and family medicine outpatient clinics of the participating institutions. Eligible individuals must be able to provide written informed consent and complete all neurophysiological, cognitive, functional, and psychological assessments. Recruitment will be based on voluntary participation.
Key inclusion criteria (4 listed)
- Adults aged 40 to 75 years.
- Confirmed diagnosis of Type 2 Diabetes Mellitus (T2DM).
- Able to understand the study procedures and provide written informed consent.
- Able to complete all planned clinical, neurophysiological, cognitive, and functional assessments.
Key exclusion criteria (5 listed)
- Diagnosis of neurological, psychiatric, orthopedic, or other systemic diseases that may influence study outcomes.
- Cognitive or psychological impairment preventing completion of study assessments.
- History of recent surgery or acute medical condition affecting participation.
- Inability or unwillingness to provide written informed consent.
- Inability to complete the assessment protocol.
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Primary outcome
Heart Rate Variability
Time frame: Baseline (single assessment visit)
Resting cardiac autonomic function will be assessed using heart rate variability (HRV). Time-domain (RMSSD, SDNN, pNN50, mean RR interval) and frequency-domain (LF, HF, LF/HF ratio, total power) parameters will be analyzed from resting recordings.
Delta Band Power
Time frame: Baseline
Resting electroencephalography (EEG) assessment of cortical electrical activity. Delta band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Theta Band Power
Time frame: Baseline
Resting electroencephalography (EEG) assessment of cortical electrical activity. Theta band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Alpha Band Power
Time frame: Baseline
Resting electroencephalography (EEG) assessment of cortical electrical activity. Alpha band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Beta Band Power
Time frame: Baseline
Resting electroencephalography (EEG) assessment of cortical electrical activity. Beta band power will be quantified from resting EEG recordings. Higher or lower values indicate changes in cortical electrical activity depending on the analyzed brain region.
Frontal Alpha Asymmetry
Time frame: Baseline
Resting electroencephalography (EEG) assessment of frontal alpha asymmetry calculated from bilateral frontal electrode recordings. Changes in frontal alpha asymmetry reflect alterations in hemispheric cortical activity.
Functional Connectivity
Time frame: Baseline
Resting electroencephalography (EEG) assessment of functional connectivity between cortical regions using predefined EEG connectivity metrics.
17 secondary outcomes
Cognitive Function
Time frame: Baseline (single assessment visit)
Physical Activity Level
Time frame: Baseline (single assessment visit)
One-Minute Sit-to-Stand Test
Time frame: Baseline
Six-Minute Walk Test
Time frame: Baseline
Depression Symptoms (DASS-21 Depression)
Time frame: Baseline
Anxiety Symptoms (DASS-21 Anxiety)
Time frame: Baseline
Stress Symptoms (DASS-21 Stress)
Time frame: Baseline
Anxiety Symptoms (HADS-A)
Time frame: Baseline
Depression Symptoms (HADS-D)
Time frame: Baseline
HbA1c
Time frame: Baseline
Fasting Blood Glucose
Time frame: Baseline
High-Density Lipoprotein Cholesterol (HDL)
Time frame: Baseline
Low-Density Lipoprotein Cholesterol (LDL)
Time frame: Baseline
Total Cholesterol
Time frame: Baseline
Triglycerides
Time frame: Baseline
C-Reactive Protein
Time frame: Baseline
Erythrocyte Sedimentation Rate
Time frame: Baseline
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 11 Aug 2026.
- Background: PubMed 36081005Schaffarczyk M, Rogers B, Reer R, Gronwald T. Validity of the Polar H10 Sensor for Heart Rate Variability Analysis during Resting State and Incremental Exercise in Recreational Men and Women. Sensors (Basel). 2022 Aug 30;22(17):6536. doi: 10.3390/s22176536.
- 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.
1 site in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Type 2 Diabetes Mellitus (T2DM), run by Hacettepe University at 1 site in Turkey (Türkiye).
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 4 inclusion and 5 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 11 Aug 2026. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 1 site in Turkey (Türkiye). 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 Ceyhun TOPCUOGLU, Dr. (+90 535 653 51 37, ceyhuntopcuoglu1@gmail.com), or a site near the patient. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Heart Rate Variability (time frame: Baseline (single assessment visit)). The study lists 7 primary outcomes in all. It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT07757308, which also lists 1 linked publication.
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 11 Aug 2026.