A Study to Investigate Why Overweight People Regain Weight After Losing Weight in a Behavioral Weight Loss Program

Primary Hypothesis:

Changes, integrated values and patterns in energy intake (EI), energy expenditure (EE), resting energy expenditure (REE) and non-resting energy expenditure (NREE), contribute to the variability in weight change during the 12 months following weight loss.

Assessment time points:

• Baseline (BL): prior to starting the weight loss intervention
• T0: at the end of a period of weight stabilization following at least 7 percent weight loss
• T4: four months (17 weeks) following T0
• T12: twelve months (52 weeks) following T0

Secondary Hypotheses:

Changes, integrated values and patterns in components of EI and EE (listed below) contribute to variability in weight change during the 12 months following weight loss.

EI:

• Psychosocial, food attitude, and food environment assessments
• Diet composition
• Neural activation in food choice/decision-making and cue/taste/reward (functional magnetic resonance imaging [fMRI])
• Measures of food choice, delay discounting, and eating in the absence of hunger
• Gastric emptying, appetite-related peptides, and glucose and lipid excursions in response to a meal

EE:

• Physical activity
• 24-hour urine catecholamine
• Muscle contractile efficiency
• Mitochondrial function in biopsied skeletal muscle
• Sleep quality and patterns

• Muscle and adipose tissue gene expression
• Plasma metabolome, proteome, exosomes and exposome
• Stool microbiome

Specific Aims:

Specific Aim 1: Examine total energy expenditure (TEE) and energy intake (EI) at, and between, baseline, the end of the weight stabilization period following at least 7 percent weight loss, 17 weeks and 52 weeks after the end of the weight stabilization period following at least 7 percent weight loss with respect to variability in weight change between the end of the weight stabilization period following at least 7 percent weight loss and 52 weeks after the end of the weight stabilization period following at least 7 percent weight loss.

Specific Aim 2: Examine resting energy expenditure (REE) and non-resting energy expenditure (NREE) at, and between, baseline, the end of the weight stabilization period following at least 7 percent weight loss, 17 weeks and 52 weeks after the end of the weight stabilization period following at least 7 percent weight loss with respect to variability in weight change between the end of the weight stabilization period following at least 7 percent weight loss and 52 weeks after the end of the weight stabilization period following at least 7 percent weight loss.

Specific Aim 3: Assess endophenotypes of EI (e.g. diet composition, food-choice, decision-making, delay discounting, cue/taste reward, gastric emptying, appetite-related peptides, glucose and lipid excursions in response to a meal, sleep patterns, food and social environments) at and between time points at which they are measured (e.g., baseline, the end of the weight stabilization period following at least 7 percent weight loss, 17 weeks and 52 weeks after the end of the weight stabilization period following at least 7 percent weight loss) and examine their contributions to the variability in weight change between the end of the weight stabilization period following at least 7 percent weight loss and 52 weeks later.

Specific Aim 4: Assess endophenotypes of EE (e.g., actigraphy measures, sleep patterns, muscle contractile efficiency, mitochondrial function, muscle and adipose tissue gene expression, plasma metabolome, microbiome, exposome, and environment) at, and between, time points at which they are measured (e.g., baseline, the end of the weight stabilization period following at least 7 percent weight loss, 17 weeks and 52 weeks after the end of the weight stabilization period following at least 7 percent weight loss) and examine their contributions to the variability in weight change between the end of the weight stabilization period following at least 7 percent weight loss and 52 weeks later.

Inclusion criteria

• Age: 25 - <60 years
• BMI: 30 - <40 kg/m2 at the first screening visit
• Within 5% of current weight, for the past 6 months at the first screening visit
• Able to participate in ergometry testing
• Has a smart phone, tablet or computer with access to the internet

Exclusion criteria

• If 25-29 years old, > 5% deviation from maximum weight (excluding weights while pregnant) since age 25 years
• If at least 30 years old, > 5% deviation from maximum weight (excluding weights while pregnant) in last 5 years or ≥ 10% deviation from maximum weight (excluding weights while pregnant) since age 30 years
• History of pulmonary embolus in the past 6 months
• Cardiovascular disease (e.g. myocardial infarction, stroke, hospitalization for unstable angina, or transient ischemic attack) within the past 6 months
• Current major depressive disorder or history of major depressive disorder within 2 years
• Any regular tobacco or nicotine use in the past year
• Currently engaging in intense physical training or training for a sports event including, but not limited to, a marathon or body building
• Currently pregnant, or less than one-year post-partum or actively planning to become pregnant within the next two years
• Presently classified as being in New York Heart Association Class II or greater or dysrhythmia
• Diabetes (type 1 or 2 - HbA1c ≥ 6.5%, fasting glucose ≥ 126 mg/dL) or currently taking a glucose lowering medication
• Thyroid disease requiring hormones or medication or TSH < 0.5 or > 5 mIU/L
• Renal disease requiring dialysis
• Known HIV infection
• ALT or AST greater than 5 times the upper limit of normal or active gall bladder disease
• Significant anemia (Hgb < 10 g/dL) or thrombocytopenia (platelet count < 60,000 /mm3)
• Leukopenia defined as:

Males: WBC < 3,100 /mm3 or (WBC 3,100 - < 4,000 /mm3 and at least 1 Duffy antigen (A, B) positive or no result) Females: WBC < 3,400 /mm3 or (WBC 3,400 - < 4,000 /mm3 and at least 1 Duffy antigen (A, B) positive or no result)

• Active cancer or current chemotherapy treatment, or history of cancer requiring treatment in the past 5 years except for non-melanoma skin cancers or cancers that have clearly been cured
• Current or past history of anorexia nervosa or bulimia nervosa
• Current or past diagnosis of binge eating disorder
• Diagnosis of other severe psychiatric disorder (e.g. schizophrenia, bipolar disorder)
• Unwillingness to abstain from marijuana/cannabis use for 3 weeks at each of the four assessment time points
• Known or suspected abuse or misuse of alcohol, prescription drugs, or recreational drugs
• Antiretroviral therapy (ART), including treatment for HIV, pre-exposure prophylaxis (PrEP) or post-exposure prophylaxis (PEP) within the past 3 months
• Regularly taking medication or supplement known to affect appetite, energy expenditure, or weight (e.g. appetite suppressants, steroids-including inhaled steroids but not topical, alpha-blockers, beta-blockers, certain psychotropic medications)
• Currently taking anticoagulant medication
• Currently enrolled in a supervised weight reduction program
• Prior or planned bariatric surgery, endoscopic therapy, device-based therapy for obesity, liposuction, cryolipolysis, or abdominoplasty
• Severely restricted diets: Vegan (no meat, fish, dairy, eggs, or honey), very low carbohydrate (<15% calorie as carbohydrate), very low fat (<15% calories as fat), or strictly gluten free
• Current celiac or diagnosed gluten intolerance or inflammatory bowel disease requiring specialized diet
• Night or rotating shift worker
• Known severe allergy (e.g. anaphylaxis) to nuts or other foods
• Systolic blood pressure (BP) <90 mmHg and/or diastolic BP <60 mmHg on 2 measurements during the clinical screening visit.
• Systolic blood pressure (BP) >160 mmHg and/or diastolic BP >100 mmHg on at least 2 measurements during the clinical screening visit or resting heart rate < 45 beats per minute or >100 on 2 measurements during the clinical screening visit.
• Metal implants, piercings that cannot be removed, or metal-based tattoos or hair treatments
• Exceeds limitations to fit dual-energy X-ray absorptiometry (DXA) field of view
• Known allergy to lidocaine or acetaminophen
• Non-compliance with appointments or tasks (food diaries, etc.) during the screening phase
• Blood clotting disorder or INR > ULN or PT > ULN or (a)PTT > ULN
• Tendency to form thick or raised scars
• Inability to achieve weight stability (defined in section 4.2.1) during the 2 weeks prior to initiation of the baseline Doubly Labeled Water (DLW) assessment
• At high risk for suicide, as assessed by the Columbia-Suicide Severity Rating Scale (C-SSRS)