Glucose Intolerance, Overweight and Obesity, Drug Effect, Adiposity
Conditions
Keywords
GLP-1, prediabetes, brown fat, adipose tissue, IL-6
Brief summary
This project investigates the anti-obesity mechanisms of glucagon-like peptide-1 (GLP-1) analogs, which are used in the treatment of human obesity and diabetes mellitus. The investigators will test if GLP-1 induces secretion of interleukin-6 (IL-6), a cytokine that may collaborate with GLP-1 analogs to induce the formation of brown fat, which has anti-diabetic properties. The results will guide future obesity and diabetes mellitus therapies.
Detailed description
Incretins, the analogs of glucagon-like peptide-1 (GLP-1), improve glucose control in type 2 diabetes mellitus and counteract obesity through mechanisms that are not completely understood. The investigators' preliminary data show that, in prediabetic human subjects and mice, GLP-1 analog therapy induces an increase in plasma interleukin-6 (IL-6), a cytokine activating signal transducer and activator of transcription 3 (STAT3) signaling, which induces brown (beige) adipocyte differentiation in adipose tissue (AT). The investigators discovered that plasma IL-6 induction occurs through GLP-1 receptor (GLP-1R) stimulation in leukocytes. Interestingly, studies in rodents indicate that GLP-1 / GLP-1R signaling also induces AT beiging. Based on these observations, the investigators hypothesize that incretins induce AT browning in part via transient IL-6 / IL-6 receptor (IL-6R) / STAT3 signaling. The primary objective is to further elucidate the role of IL-6 and GLP-1 signaling in mediating beneficial metabolic effects of incretin therapy. Studies will be paralleled in a human clinical trial, a human cell culture model, and a mouse diet-induced obesity model. GLP-1 analog therapy combined with an IL-6 blocking antibody will be used. Specific Aim 1 is to (A) investigate IL-6 induction / downstream STAT3 signaling and AT browning upon incretin therapy in prediabetic human subjects; and (B) validate mice as a model to study incretin-induced IL-6 signaling as a mediator of AT browning. Specific Aim 2 is to (A) investigate if GLP-1 analog effects on beige adipogenesis depend on IL-6 signaling in human adipocyte progenitors; and (B) investigate if GLP-1 analog effects on beige adipogenesis depend on IL-6 signaling in mice. It is expected that 1) GLP-1 analog signaling via GLP-1R induces IL-6 secretion by leukocytes, and 2) GLP-1 analog therapy induces adipose tissue browning via both direct GLP-1 / GLP-1R signaling and indirect incretin-induced IL-6 / IL-6R / STAT3 signaling. The results of this novel study will give critical insights on the anti-obesity mechanisms of GLP-1 analogs and serve as the basis for developing more targeted therapies for diabetes and obesity. Understanding the anti-diabetic IL-6 effects will also be important for interpreting the results of IL-6 blockade, a therapeutic approach for patients with diabetes and other inflammatory conditions, which may need to be re-considered.
Interventions
Cyanocobalamin (vitamin B12) 1000 mcg subcutaneous weekly for 6 weeks.
Dulaglutide 0.75 mg subcutaneous weekly for 2 weeks, followed by 1.5 mg subcutaneous weekly for 4 weeks
Sponsors
Study design
Intervention model description
Crossover clinical trial
Eligibility
Inclusion criteria
1. Men and women, ages 18-50 years 2. Diagnosis of Prediabetes - defined as either impaired fasting glucose (fasting glucose of 100-125 mg/dL), impaired glucose tolerance (2-hour postprandial blood glucose of 140-199 mg/dL after 75-gram oral glucose challenge), and/or a hemoglobin A1C ranging from 5.5% to 6.4%. 3. BMI ≤ 35 kg/m2 4. Women of childbearing age must agree to use an acceptable method of pregnancy prevention (barrier methods, abstinence, oral contraception, vaginal rings, long-acting reversible contraceptives, or surgical sterilization) for the duration of the study 5. Patients must have the following laboratory values: Hematocrit ≥ 33 vol%, estimated glomerular filtration rate ≥ 60 mL/min per 1.73 m2, AST (SGOT) \< 2.5 times ULN, ALT (SGPT) \< 2.5 times ULN, alkaline phosphatase \< 2.5 times ULN 6. If patients are receiving antihypertensive medications (other than beta blockers) and/or lipid-lowering medications, they must remain on stable doses for the duration of the study. 7. If patients are receiving NSAIDs or antioxidant vitamins, these must be discontinued one week prior to study initiation and cannot be restarted during the study. 8. If patient takes thyroid medications, these must be dosed to control hypo- or hyperthyroidism.
Exclusion criteria
1. History of Type 1 or Type 2 diabetes mellitus 2. Pregnant or breastfeeding women 3. Medications: Beta blockers, corticosteroids, monoamine oxidase inhibitors, diabetes medications (including incretin mimetics and thiazolidinediones), and/or immunosuppressive therapy over the last 2 months. 4. Uncontrolled hypo- or hyperthyroidism 5. Current tobacco use 6. Active malignancy 7. History of clinically significant cardiac, hepatic, or renal disease. 8. History of any serious hypersensitivity reaction to study medications, any other incretin mimetic, any other formulation of supplemental vitamin B12, and/or cobalt 9. Personal or family history of Leber hereditary optic nerve atrophy 10. Prisoners or subjects who are involuntarily incarcerated 11. Compulsorily detention for treatment of either a psychiatric or physical (e.g., infectious disease) illness 12. Prior history of pancreatitis, medullary thyroid cancer, or multiple endocrine neoplasia type 2 (MEN 2) 13. Serum vitamin B12 level above the upper limit of assay detection
Design outcomes
Primary
| Measure | Time frame | Description |
|---|---|---|
| Cytokine Interleukin-6 (IL-6) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue) | 6 weeks after start of each intervention | natural log transformed data is reported |
| Uncoupling Protein 1 (UCP1) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue) | 6 weeks after start of each intervention | Uncoupling protein 1 (UCP1) is a marker of beige/brown fat. natural log transformed data is reported |
| Signal Transducer and Activator of Transcription 3 (STAT3) Band Intensity/Western Blot (From Adipose Tissue) | 6 weeks after start of each intervention | signaling intermediary with interleukin-6 |
Secondary
| Measure | Time frame | Description |
|---|---|---|
| Beta2-adrenoceptor (ADRB2) (From Adipose Tissue) | 6 weeks after start of each intervention | marker of beige/brown fat |
| Beta3-adrenoceptor (ADRB3) (From Adipose Tissue) | 6 weeks after start of each intervention | marker of beige/brown fat |
| Nuclear Factor Kappa B (NfKappaB) p65 Band Intensity/Western Blot (From Peripheral Blood Mononuclear Cells) | 6 weeks after start of each intervention | signaling intermediary with interleukin-6 |
| Interleukin-6 (IL-6) mRNA (From Peripheral Blood Mononuclear Cells) | 6 weeks after start of each intervention | cytokine |
| IL-6 (From Peripheral Blood Mononuclear Cells) | 6 weeks after start of each intervention | cytokine |
| Suppressor of Cytokine Signaling 3 (SOCS3) Band Intensity/Western Blot (From Peripheral Blood Mononuclear Cells) | 6 weeks after start of each intervention | signaling intermediary with interleukin-6 |
| Cytokine IL-6 Level (From Plasma) | 6 weeks after start of each intervention | natural log transformed data is reported. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Free Fatty Acids Level (From Plasma) | 6 weeks after start of each intervention | Free fatty acids level is a marker for insulin resistance. natural log transformed data is reported The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Insulin Level (From Plasma) | 6 weeks after start of each intervention | Insulin Level is a marker of insulin resistance. natural log transformed data is reported. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| PR Domain Containing 16 (PRDM16) Messenger Ribonucleic Acid (mRNA) Level ((From Adipose Tissue) | 6 weeks after start of each intervention | PR domain containing 16 (PRDM16) is a marker of beige/brown fat. natural log transformed data is reported. |
| Tumor Necrosis Factor - Alpha (From Plasma) | 6 weeks after start of each intervention | natural log transformed data is reported. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Interleukin-4 (From Plasma) | 6 weeks after start of each intervention | cytokine |
| Interleukin-10 (From Plasma) | 6 weeks after start of each intervention | cytokine |
| Interleukin-11 (From Plasma) | 6 weeks after start of each intervention | cytokine |
| Interleukin-13 (From Plasma) | 6 weeks after start of each intervention | cytokine |
| Glucagon-like Peptide-1 (From Plasma) | 6 weeks after start of each intervention | The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) | 6 weeks after start of each intervention | Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) is a marker of insulin resistance, calculated according to the formula: fasting insulin (mU/mL) x fasting glucose (mmol/L)/22.5 The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Fat Browning Measured as Standard Uptake Value (From Positron Emission Tomography - Computed Tomography (PET-CT) Reading) | 6 weeks after start of each intervention | The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Oroboros Oxygen Consumption | 6 weeks after start of each intervention | measure of oxygen consumption |
| Glucose Level (From Plasma) | 6 weeks after start of each intervention | Glucose Level is a marker of insulin resistance. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings. |
| Nicotinamide Adenine Dinucleotide Dehydrogenase (Ubiquinone) Iron-sulfur protein3 (NDUFS3) (From Adipose Tissue) | 6 weeks after start of each intervention | marker of beige/brown fat |
| Beta1-adrenoceptor (ADRB1) (From Adipose Tissue) | 6 weeks after start of each intervention | marker of beige/brown fat |
Countries
United States
Participant flow
Participants by arm
| Arm | Count |
|---|---|
| Cyanocobalamin, Then Dulaglutide Participants first received Cyanocobalamin (vitamin B12) 1000 mcg subcutaneous weekly for 6 weeks. After a washout period of 3 weeks, they then received Dulaglutide 0.75 mg subcutaneous weekly for 2 weeks, followed by 1.5 mg subcutaneous weekly for 4 weeks
Cyanocobalamin: Cyanocobalamin (vitamin B12) 1000 mcg subcutaneous weekly for 6 weeks.
Dulaglutide: Dulaglutide 0.75 mg subcutaneous weekly for 2 weeks, followed by 1.5 mg subcutaneous weekly for 4 weeks | 17 |
| Dulaglutide, Then Cyanocobalamin Participants first received Dulaglutide 0.75 mg subcutaneous weekly for 2 weeks, followed by 1.5 mg subcutaneous weekly for 4 weeks. After a washout period of of 3 weeks, they then Cyanocobalamin (vitamin B12) 1000 mcg subcutaneous weekly for 6 weeks.
Cyanocobalamin: Cyanocobalamin (vitamin B12) 1000 mcg subcutaneous weekly for 6 weeks.
Dulaglutide: Dulaglutide 0.75 mg subcutaneous weekly for 2 weeks, followed by 1.5 mg subcutaneous weekly for 4 weeks | 6 |
| Total | 23 |
Baseline characteristics
| Characteristic | Dulaglutide, Then Cyanocobalamin | Total | Cyanocobalamin, Then Dulaglutide |
|---|---|---|---|
| Age, Continuous | 39 years STANDARD_DEVIATION 5 | 39 years STANDARD_DEVIATION 6 | 40 years STANDARD_DEVIATION 7 |
| alanine aminotransferase (ALT) Level | 20 units per liter STANDARD_DEVIATION 10 | 22 units per liter STANDARD_DEVIATION 13 | 24 units per liter STANDARD_DEVIATION 14 |
| aspartate aminotransferase (AST) Level | 19 units per liter STANDARD_DEVIATION 5 | 21 units per liter STANDARD_DEVIATION 7 | 22 units per liter STANDARD_DEVIATION 8 |
| Body Mass Index | 31.4 kilograms per square meter STANDARD_DEVIATION 2.8 | 30.73 kilograms per square meter STANDARD_DEVIATION 3.26 | 30.5 kilograms per square meter STANDARD_DEVIATION 3.4 |
| Creatinine Level | 0.9 milligrams per deciliter STANDARD_DEVIATION 0.2 | 0.9 milligrams per deciliter STANDARD_DEVIATION 0.2 | 0.9 milligrams per deciliter STANDARD_DEVIATION 0.3 |
| Diastolic Blood Pressure | 75 millimeters of mercury STANDARD_DEVIATION 8 | 77 millimeters of mercury STANDARD_DEVIATION 6 | 79 millimeters of mercury STANDARD_DEVIATION 6 |
| Fasting Glucose Level | 96 milligrams per deciliter STANDARD_DEVIATION 14 | 94 milligrams per deciliter STANDARD_DEVIATION 15 | 94 milligrams per deciliter STANDARD_DEVIATION 16 |
| Hemoglobin Level | 13 grams per deciliter STANDARD_DEVIATION 2 | 13 grams per deciliter STANDARD_DEVIATION 2 | 14 grams per deciliter STANDARD_DEVIATION 2 |
| high-density lipoprotein (HDL) Cholesterol Level | 55 milligrams per deciliter STANDARD_DEVIATION 8 | 55 milligrams per deciliter STANDARD_DEVIATION 21 | 56 milligrams per deciliter STANDARD_DEVIATION 24 |
| low-density lipoprotein (LDL) Cholesterol Level | 122 milligrams per deciliter STANDARD_DEVIATION 28 | 113 milligrams per deciliter STANDARD_DEVIATION 33 | 111 milligrams per deciliter STANDARD_DEVIATION 35 |
| percentage of glycosylated hemoglobin | 5.7 percentage of glycosylated hemoglobin STANDARD_DEVIATION 0.1 | 5.5 percentage of glycosylated hemoglobin STANDARD_DEVIATION 0.2 | 5.5 percentage of glycosylated hemoglobin STANDARD_DEVIATION 0.3 |
| Platelets Count | 285 billion cells per liter STANDARD_DEVIATION 51 | 293 billion cells per liter STANDARD_DEVIATION 82 | 296 billion cells per liter STANDARD_DEVIATION 90 |
| Race/Ethnicity, Customized Black | 3 Participants | 8 Participants | 5 Participants |
| Race/Ethnicity, Customized Caucasian | 1 Participants | 2 Participants | 1 Participants |
| Race/Ethnicity, Customized Hispanic | 0 Participants | 8 Participants | 8 Participants |
| Race/Ethnicity, Customized Other | 2 Participants | 5 Participants | 3 Participants |
| Region of Enrollment United States | 6 participants | 23 participants | 17 participants |
| Sex: Female, Male Female | 5 Participants | 14 Participants | 9 Participants |
| Sex: Female, Male Male | 1 Participants | 9 Participants | 8 Participants |
| Systolic Blood Pressure | 118 millimeters of mercury STANDARD_DEVIATION 11 | 123 millimeters of mercury STANDARD_DEVIATION 12 | 126 millimeters of mercury STANDARD_DEVIATION 13 |
| thyroid-stimulating hormone (TSH) level | 1.8 milli-international units per liter STANDARD_DEVIATION 0.7 | 1.8 milli-international units per liter STANDARD_DEVIATION 1.2 | 1.8 milli-international units per liter STANDARD_DEVIATION 1.4 |
| Total Cholesterol Level | 201 milligrams per deciliter STANDARD_DEVIATION 31 | 195 milligrams per deciliter STANDARD_DEVIATION 36 | 193 milligrams per deciliter STANDARD_DEVIATION 38 |
| Triglycerides Level | 124 milligrams per deciliter STANDARD_DEVIATION 86 | 132 milligrams per deciliter STANDARD_DEVIATION 91 | 135 milligrams per deciliter STANDARD_DEVIATION 93 |
| Vitamin B12 Level | 495 picograms per milliliter STANDARD_DEVIATION 255 | 496 picograms per milliliter STANDARD_DEVIATION 199 | 497 picograms per milliliter STANDARD_DEVIATION 178 |
Adverse events
| Event type | EG000 affected / at risk | EG001 affected / at risk |
|---|---|---|
| deaths Total, all-cause mortality | 0 / 23 | 0 / 23 |
| other Total, other adverse events | 1 / 23 | 0 / 23 |
| serious Total, serious adverse events | 0 / 23 | 0 / 23 |
Outcome results
Cytokine Interleukin-6 (IL-6) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue)
natural log transformed data is reported
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Cytokine Interleukin-6 (IL-6) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue) | 7.88 natural log(arbitrary units) |
| Dulaglutide | Cytokine Interleukin-6 (IL-6) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue) | 7.67 natural log(arbitrary units) |
Signal Transducer and Activator of Transcription 3 (STAT3) Band Intensity/Western Blot (From Adipose Tissue)
signaling intermediary with interleukin-6
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Uncoupling Protein 1 (UCP1) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue)
Uncoupling protein 1 (UCP1) is a marker of beige/brown fat. natural log transformed data is reported
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Uncoupling Protein 1 (UCP1) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue) | 1.69 natural log(arbitrary units) |
| Dulaglutide | Uncoupling Protein 1 (UCP1) Messenger Ribonucleic Acid (mRNA) Level (From Adipose Tissue) | 3.78 natural log(arbitrary units) |
Beta1-adrenoceptor (ADRB1) (From Adipose Tissue)
marker of beige/brown fat
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Beta2-adrenoceptor (ADRB2) (From Adipose Tissue)
marker of beige/brown fat
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Beta3-adrenoceptor (ADRB3) (From Adipose Tissue)
marker of beige/brown fat
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Cytokine IL-6 Level (From Plasma)
natural log transformed data is reported. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Cytokine IL-6 Level (From Plasma) | -0.20 natural log(picograms per milliliter) |
| Dulaglutide | Cytokine IL-6 Level (From Plasma) | -0.46 natural log(picograms per milliliter) |
Fat Browning Measured as Standard Uptake Value (From Positron Emission Tomography - Computed Tomography (PET-CT) Reading)
The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Group | Value (MEAN) |
|---|---|---|---|
| Cyanocobalamin | Fat Browning Measured as Standard Uptake Value (From Positron Emission Tomography - Computed Tomography (PET-CT) Reading) | Right side PET- CT | 0.88 standard uptake value |
| Cyanocobalamin | Fat Browning Measured as Standard Uptake Value (From Positron Emission Tomography - Computed Tomography (PET-CT) Reading) | Left side PET-CT | 0.81 standard uptake value |
| Dulaglutide | Fat Browning Measured as Standard Uptake Value (From Positron Emission Tomography - Computed Tomography (PET-CT) Reading) | Right side PET- CT | 1.37 standard uptake value |
| Dulaglutide | Fat Browning Measured as Standard Uptake Value (From Positron Emission Tomography - Computed Tomography (PET-CT) Reading) | Left side PET-CT | 1.26 standard uptake value |
Free Fatty Acids Level (From Plasma)
Free fatty acids level is a marker for insulin resistance. natural log transformed data is reported The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Free Fatty Acids Level (From Plasma) | -5.15 natural log(nanomoles per liter) |
| Dulaglutide | Free Fatty Acids Level (From Plasma) | -5.68 natural log(nanomoles per liter) |
Glucagon-like Peptide-1 (From Plasma)
The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Glucagon-like Peptide-1 (From Plasma) | 40.66 picomoles per milliliter |
| Dulaglutide | Glucagon-like Peptide-1 (From Plasma) | 206.15 picomoles per milliliter |
Glucose Level (From Plasma)
Glucose Level is a marker of insulin resistance. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Glucose Level (From Plasma) | 80.61 milligrams per deciliter |
| Dulaglutide | Glucose Level (From Plasma) | 78.50 milligrams per deciliter |
Homeostatic Model Assessment of Insulin Resistance (HOMA-IR)
Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) is a marker of insulin resistance, calculated according to the formula: fasting insulin (mU/mL) x fasting glucose (mmol/L)/22.5 The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) | 2.36 HOMA-IR score |
| Dulaglutide | Homeostatic Model Assessment of Insulin Resistance (HOMA-IR) | 1.63 HOMA-IR score |
IL-6 (From Peripheral Blood Mononuclear Cells)
cytokine
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Insulin Level (From Plasma)
Insulin Level is a marker of insulin resistance. natural log transformed data is reported. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Insulin Level (From Plasma) | 4.10 natural log(picomoles per liter) |
| Dulaglutide | Insulin Level (From Plasma) | 3.86 natural log(picomoles per liter) |
Interleukin-10 (From Plasma)
cytokine
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Interleukin-11 (From Plasma)
cytokine
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Interleukin-13 (From Plasma)
cytokine
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Interleukin-4 (From Plasma)
cytokine
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Interleukin-6 (IL-6) mRNA (From Peripheral Blood Mononuclear Cells)
cytokine
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Nicotinamide Adenine Dinucleotide Dehydrogenase (Ubiquinone) Iron-sulfur protein3 (NDUFS3) (From Adipose Tissue)
marker of beige/brown fat
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Nuclear Factor Kappa B (NfKappaB) p65 Band Intensity/Western Blot (From Peripheral Blood Mononuclear Cells)
signaling intermediary with interleukin-6
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Oroboros Oxygen Consumption
measure of oxygen consumption
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
PR Domain Containing 16 (PRDM16) Messenger Ribonucleic Acid (mRNA) Level ((From Adipose Tissue)
PR domain containing 16 (PRDM16) is a marker of beige/brown fat. natural log transformed data is reported.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | PR Domain Containing 16 (PRDM16) Messenger Ribonucleic Acid (mRNA) Level ((From Adipose Tissue) | 2.58 natural log(arbitrary units) |
| Dulaglutide | PR Domain Containing 16 (PRDM16) Messenger Ribonucleic Acid (mRNA) Level ((From Adipose Tissue) | 2.53 natural log(arbitrary units) |
Suppressor of Cytokine Signaling 3 (SOCS3) Band Intensity/Western Blot (From Peripheral Blood Mononuclear Cells)
signaling intermediary with interleukin-6
Time frame: 6 weeks after start of each intervention
Population: Data were not collected for this outcome measure.
Tumor Necrosis Factor - Alpha (From Plasma)
natural log transformed data is reported. The Measure Type indicated as Mean actually refers to a Adjusted Mean. Mean was adjusted for meteorological season. The meteorological season (i.e., spring, summer, fall, and winter) was adjusted for in the multivariable analysis as a potential confounding factor, since imbalances in ambient temperature between study arms could affect the findings.
Time frame: 6 weeks after start of each intervention
| Arm | Measure | Value (MEAN) |
|---|---|---|
| Cyanocobalamin | Tumor Necrosis Factor - Alpha (From Plasma) | .11 natural log(picograms per milliliter) |
| Dulaglutide | Tumor Necrosis Factor - Alpha (From Plasma) | 0.33 natural log(picograms per milliliter) |