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The goal of this study is to examine the effect of chronic and acute hyperglycemia in type 1 diabetes mellitus (T1DM) on brain glutamate levels using magnetic resonance spectroscopy (MRS), and associations of brain glutamate with symptoms of depression.
The research of this study is focused on elucidating the relationship between the perturbations in glucose metabolism associated with T1DM and the higher prevalence of major depressive episodes in this patient population. Converging evidence associating high brain levels of glutamate with T1DM and depression leads to the hypothesis that the link between diabetes-related glucose metabolic disorders and depression is excessive brain glutamate. The overarching aim of the study is to examine the effect of chronic and acute hyperglycemia in T1DM on brain glutamate levels. Four subject groups were studied and characterized: T1DM patients with and without concurrent depressive symptoms, and non-diabetic subjects with and without concurrent depressive symptoms. Two brain regions were examined : the anterior cingulate cortex (ACC), known to play an essential role in the regulation of emotions, and a control occipital cortex region. Regional brain glutamate concentrations were measured using high-field (3 Tesla) localized multidimensional magnetic resonance spectroscopy (MRS), regional indices of brain function were assessed using functional magnetic resonance imaging (fMRI), concurrent depression symptom severity and depression history were evaluated using psychiatric assessment, extensive medical evaluation of patients was performed including evaluation of glycemic control (HbA1c), evaluation of behavioral performance on emotional and cognitive tasks and evaluation of regional brain cortical thickness using high-resolution structural MRI. For all subjects, MRS brain glutamate was assessed during basal euglycemia and, for a subset of subjects per group, during an acute hyperglycemic clamp. To control for potential confounding effects of hyperinsulinemia, brain glutamate was also assessed during a euglycemic hyperinsulinemic clamp in a subset of healthy controls without diabetes or depressive symptoms.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Baseline Euglycemia | Experimental | Subjects with T1DM (Groups 1 and 2): 1) receive a low dose insulin infusion to reduce their plasma glucose to euglycemia; 2) receive a continuous infusion of insulin at the rate of 0.25 milli-Units/kg/min to maintain euglycemia during a Baseline MRI scanning period. Subjects without diabetes (Groups 3 and 4) are scanned during a Baseline MRI scanning period (no intervention is needed to maintain euglycemia in these subjects). |
|
| Hyperglycemic Clamp | Experimental | Subjects with T1DM (Groups 1 and 2): 1) receive a primed variable glucose infusion to attain a target increase in glycemic level of +5.5 mmol/L; 2) receive a continuous infusion of insulin at the rate of 0.25 milli-Units/kg/min. Subjects without diabetes (Groups 3 and 4): 1) receive a primed variable glucose infusion to attain a target increase in glycemic level of +5.5 mmol/L. |
|
| Hyperinsulinemic Euglycemic Clamp | Experimental | Subjects without diabetes or depression (Group 3) have a second study visit at least 15 days after the Hyperglycemic Clamp visit. They receive a variable insulin infusion to match individual insulin levels to the levels attained during the Hyperglycemic Clamp and they receive a variable glucose infusion to maintain euglycemia. |
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| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Glucose Clamp | Procedure | Subjects receive variable rates of glucose or insulin infusions to adjust and maintain desired plasma glucose or insulin levels. |
|
| Measure | Description | Time Frame |
|---|---|---|
| Anterior cingulate cortex glutamate concentration during Baseline Euglycemia | mmol/kg wet weight of brain tissue | Baseline Euglycemia |
| Change in anterior cingulate cortex glutamate concentration from Baseline Euglycemia to Hyperglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Measure | Description | Time Frame |
|---|---|---|
| Change in anterior cingulate cortex glutamate concentration from Baseline Euglycemia to Hyperinsulinemic Euglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in occipital lobe glutamate concentration from Baseline Euglycemia to Hyperglycemia |
| Measure | Description | Time Frame |
|---|---|---|
| Hamilton Depression rating (HAM-D) | Hamilton depression rating Score from 0 to 51. Higher scores indicate worse depression. | Baseline |
| Revised Symptom Checklist rating (SCL-90-R) | Revised Symptom Checklist rating Score from 0 to 360. Higher scores indicate worse symptoms. |
T1DM Subjects:
Inclusion Criteria:
Exclusion Criteria:
Control Subjects:
Inclusion Criteria:
Exclusion Criteria:
Subjects with depressive history and current depressive symptoms:
Inclusion criteria:
Exclusion criteria:
All Subjects:
Exclusion criteria related to MR procedure:
Participants who have metal in their body, suffer from claustrophobia or panic disorder or women who are pregnant, or who are currently breast-feeding cannot participate in this research study.
Additional MR exclusion criteria include people with:
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| Name | Affiliation | Role |
|---|---|---|
| Nicolas R Bolo, PhD | Beth Israel Deaconess Medical Center | Principal Investigator |
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| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 32295804 | Result | Bolo NR, Jacobson AM, Musen G, Keshavan MS, Simonson DC. Acute Hyperglycemia Increases Brain Pregenual Anterior Cingulate Cortex Glutamate Concentrations in Type 1 Diabetes. Diabetes. 2020 Jul;69(7):1528-1539. doi: 10.2337/db19-0936. Epub 2020 Apr 15. | |
| 35417272 | Result | Bolo NR, Jacobson AM, Musen G, Simonson DC. Hyperglycemia and hyperinsulinemia effects on anterior cingulate cortex myoinositol-relation to brain network functional connectivity in healthy adults. J Neurophysiol. 2022 May 1;127(5):1426-1437. doi: 10.1152/jn.00408.2021. Epub 2022 Apr 13. |
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| ID | Term |
|---|---|
| D003863 | Depression |
| D003865 | Depressive Disorder, Major |
| D006943 | Hyperglycemia |
| ID | Term |
|---|---|
| D001526 | Behavioral Symptoms |
| D001519 | Behavior |
| D003866 | Depressive Disorder |
| D019964 | Mood Disorders |
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| ID | Term |
|---|---|
| D015309 | Glucose Clamp Technique |
| ID | Term |
|---|---|
| D001774 | Blood Chemical Analysis |
| D019963 | Clinical Chemistry Tests |
| D019411 | Clinical Laboratory Techniques |
| D019937 | Diagnostic Techniques and Procedures |
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There are 4 subject groups for this study: 1) T1DM without current depressive symptoms with no history of major depressive disorder; 2) T1DM with current depressive symptoms and with a history of major depressive disorder; 3) Non-diabetic controls without current depressive symptoms and with no history of major depression; 4) Non-diabetic controls with current depressive symptoms and with major depression history. For all subjects, MRS brain glutamate is assessed during basal euglycemia, and for a subset of subjects per group, during an acute hyperglycemic clamp. To control for potential confounding effects of hyperinsulinemia, brain glutamate is also assessed during a euglycemic hyperinsulinemic clamp in a subset of controls (group 3).
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|
mmol/kg wet weight of brain tissue |
| During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in occipital lobe glutamate concentration from Baseline Euglycemia to Hyperinsulinemic Euglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in anterior cingulate cortex myo-inositol concentration from Baseline Euglycemia to Hyperglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in anterior cingulate cortex myo-inositol concentration from Baseline Euglycemia to Hyperinsulinemic Euglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in occipital lobe myo-inositol concentration from Baseline Euglycemia to Hyperglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in occipital lobe myo-inositol concentration from Baseline Euglycemia to Hyperinsulinemic Euglycemia | mmol/kg wet weight of brain tissue | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in Intrinsic Neuronal Activity from Baseline Euglycemia to Hyperglycemia | Fractional amplitude of low frequency fluctuations (fALFF) of fMRI signal | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in Intrinsic Neuronal Activity from Baseline Euglycemia to Hyperinsulinemic Euglycemia | Fractional amplitude of low frequency fluctuations (fALFF) of fMRI signal | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in Functional Connectivity from Baseline Euglycemia to Hyperglycemia | Correlation strength of fMRI signal fluctuations between brain regions | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in Functional Connectivity from Baseline Euglycemia to Hyperinsulinemic Euglycemia | Correlation strength of fMRI signal fluctuations between brain regions | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in plasma glucose concentration from Baseline Euglycemia to Hyperglycemia | mmol/L | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in plasma glucose concentration from Baseline Euglycemia to Hyperinsulinemic Euglycemia | mmol/L | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Change in plasma insulin concentration from Baseline Euglycemia to Hyperglycemia | micro-Unit/mL | During the MRI scanning visit with hyperglycemic clamp, up to 180 minutes |
| Change in plasma insulin concentration from Baseline Euglycemia to Hyperinsulinemic Euglycemia | micro-Unit/mL | During the MRI scanning visit with hyperinsulinemic euglycemic clamp, up to 180 minutes |
| Baseline |
| Wechsler Abbreviated Scale of Intelligence - intelligence quotient (WASI-IQ) | Wechsler Abbreviated Scale of Intelligence - intelligence quotient Score from 40 to 160 (mean = 100, standard deviation = 15). Higher scores indicate better intellectual ability. | Baseline |
| Grooved Pegboard task time | seconds | Baseline |
| HbA1c | Percentage | Baseline |
| BMI | kg/m2 | Baseline |
| Emotional Stroop Task response time | milli-seconds | Baseline |
| Self Referential Emotional Task (SRET) response time | milli-seconds | Baseline |
| D001523 |
| Mental Disorders |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
| D003933 | Diagnosis |
| D002623 | Chemistry Techniques, Analytical |
| D008919 | Investigative Techniques |