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OpenTrials
Active, Not Recruiting

NCT Number: NCT04131166

Precision Nutrition and Metabolic Function

The purposes of this study are: 1) to determine the mechanisms responsible for the development of cardiometabolic complications in some, but not all people with obesity; 2) determine the best dietary approach for cardiometabolic health; and 3) understand why some people have a stable metabolic phenotype over time whereas cardiometabolic health improves or worsens in others.

Active, Not Recruiting

This study is active but is not currently recruiting participants.

Key information

Age range

18 year–55 year

Sex eligibility

All sexes

Study type

Interventional

Phase

Not applicable

Primary location

Washington University School of Medicine

St Louis, Missouri, 63110, United States

About this study

Excess adiposity causes alterations in metabolic function including impaired glucose homeostasis and insulin resistance, which are important risk factors for type 2 diabetes (T2D) and cardiovascular disease (CVD). Not all people with obesity experience the typical metabolic complications associated with obesity. Approximately 25% of people with obesity are protected from the adverse metabolic effects of excess fat accumulation and are considered to be metabolically healthy based on their normal response to insulin. The mechanism(s) responsible for the differences in metabolic function among people with obesity is not known, but is likely to be multifactorial including dietary intake. The risk for developing T2D and CVD is also well known to increase with age, however, not all people that are metabolically healthy convert to a metabolically unhealthy phenotype over time. The mechanisms responsible for the stability of health status in some, but not all adults, are unclear. The overall goals of this study are to: i) determine the mechanisms responsible for the development of cardiometabolic complications in participants who will be carefully characterized into 3 distinct groups [metabolically normal lean, metabolically normal obese and metabolically abnormal obese], ii) to determine the optimal dietary approach for cardiometabolic health independent of weight change in people with metabolically abnormal obesity, and iii) perform a comprehensive longitudinal assessment of cardiometabolic health to understand why some people have a stable metabolic phenotype over time whereas cardiometabolic health improves or worsens in others.

Who can participate

Healthy volunteers accepted: Yes

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Metabolically healthy lean subjects must have a body mass index (BMI) 18.5-24.9 kg/m², intrahepatic triglyceride (IHTG) content ≤5%, serum triglyceride (TG) concentration <150 mg/dl, fasting plasma glucose concentration <100 mg/dl, 2-hr oral glucose tolerance test (OGTT) plasma glucose concentration ≤140 mg/dl, and hemoglobin A1C (HbA1C) ≤5.6%.
  • Metabolically healthy obese subjects must have a BMI 30-49.9 kg/m²; IHTG content ≤5%, serum TG concentration <150 mg/dl, fasting plasma glucose concentration <100 mg/dl, 2-hr OGTT plasma glucose concentration ≤140 mg/dl, and HbA1C ≤5.6%.
  • Metabolically unhealthy obese subjects must have a BMI 30-49.9 kg/m²; IHTG content ≥5.6% and fasting plasma glucose concentration ≥100 mg/dl or 2-hr OGTT plasma glucose concentration ≥140 mg/dl or HbA1C ≥5.7%.

Exclusion criteria

  • medical, surgical, or biological menopause;
  • previous bariatric surgery where the gastrointestinal tract is reconstructed such as Roux-en-Y, sleeve gastrectomy and biliopancreatic diversion surgeries;
  • laparoscopic adjustable gastric band (lab band) surgery within the last 3 years;
  • structured exercise ≥250 min per week (e.g., brisk walking);
  • unstable weight (>4% change during the last 2 months before entering the study);
  • significant organ system dysfunction (e.g., diabetes requiring medications, severe pulmonary, kidney or cardiovascular disease);
  • cancer or cancer that has been in remission for <5 years;
  • polycystic ovary syndrome;
  • major psychiatric illness;
  • conditions that render subject unable to complete all testing procedures (e.g., severe ambulatory impairments, limb amputations, or metal implants that interfere with imaging procedures; coagulation disorders);
  • severe anemia;
  • regular use of tobacco products;
  • excessive consumption of alcohol (≥3 drinks/day for men and ≥2 drinks/day for women);
  • use of medications that are known to affect the study outcome measures (e.g., steroids, non-statin lipid-lowering medications) or increase the risk of study procedures (e.g., anticoagulants) and that cannot be temporarily discontinued for this study;
  • use of antibiotics in last 60 days;
  • pregnant or lactating women;
  • vegans, vegetarians, those with lactose intolerance and/or severe aversions/sensitivities to eggs, fish, nuts, wheat and soy, and/or any individuals with food allergies that induce an anaphylactic response;
  • persons who are not able to grant voluntary informed consent

Treatment and study plan

Mediterranean Diet

Behavioral

A Mediterranean-type diet will be consumed for 4 to 8 weeks in the weight stable state with all meals provided.

Low-carbohydrate, ketogenic diet

Behavioral

A low-carbohydrate, ketogenic diet will be consumed for 4 to 8 weeks in the weight stable state with all meals provided.

Low-Fat Diet

Behavioral

A low-fat diet will be consumed for 4 to 8 weeks in the weight stable state with all meals provided.

Annual follow-up testing for 5 years

Other

Annual follow-up testing with no restrictions on dietary intake during periods between annual testing.

Primary outcomes

  1. Insulin sensitivity

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Whole-body insulin sensitivity will be assessed by using the hyperinsulinemic-euglycemic clamp procedure

  2. Change in insulin sensitivity

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Whole-body insulin sensitivity will be assessed by using the hyperinsulinemic-euglycemic clamp procedure

  3. Change in insulin sensitivity

    Time frame: Performed annually for 5 years

    Whole-body insulin sensitivity will be assessed by using the hyperinsulinemic-euglycemic clamp procedure

Secondary outcomes

  1. 24-hour glucose concentrations

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Plasma glucose concentrations will be evaluated from frequent blood samples over a 24 h period

  2. Change in 24-hour glucose concentrations

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Plasma glucose concentrations will be evaluated from frequent blood sampling over a 24 h period

  3. Change in 24-hour glucose concentrations

    Time frame: Performed annually for 5 years

    Plasma glucose concentrations will be evaluated from frequent blood sampling over a 24 h period

  4. 24-hour hormone concentrations

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Plasma hormone concentrations will be evaluated from frequent blood sampling over a 24 h period

  5. Change in 24-hour hormone concentrations

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Plasma hormone concentrations will be evaluated from frequent blood samples over a 24 h period

  6. Change in 24-hour hormone concentrations

    Time frame: Performed annually for 5 years

    Plasma hormone concentrations will be evaluated from frequent blood samples over a 24 h period

  7. β-cell function

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    β-cell function will be assessed from a modified oral glucose tolerance test

  8. Change in β-cell function

    Time frame: Performed annually for 5 years

    β-cell function will be assessed from a modified oral glucose tolerance test

  9. Insulin clearance

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Insulin clearance will be assessed from a modified oral glucose tolerance test and hyperinsulinemic-euglycemic clamp procedure

  10. Change in Insulin clearance

    Time frame: Performed annually for 5 years

    Insulin clearance will be assessed from a modified oral glucose tolerance test and hyperinsulinemic-euglycemic clamp procedure

  11. Fat mass and fat free mass

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Fat mass and fat free mass will be assessed using dual-energy x-ray absorptiometry (DXA)

  12. Change in fat mass and fat free mass

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Fat mass and fat free mass will be assessed using dual-energy x-ray absorptiometry (DXA)

  13. Change in fat mass and fat free mass

    Time frame: Performed annually for 5 years

    Fat mass and fat free mass will be assessed using dual-energy x-ray absorptiometry (DXA)

  14. Exosome-mediated intercellular signaling

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Signaling between cells and organs will be examined by isolating exosomes (small extracellular vesicles) from blood and adipose tissue

  15. Change in exosome-mediated intercellular signaling

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Signaling between cells and organs will be examined by isolating exosomes (small extracellular vesicles) from blood and adipose tissue

  16. Change in exosome-mediated intercellular signaling

    Time frame: Performed annually for 5 years

    Signaling between cells and organs will be examined by isolating exosomes (small extracellular vesicles) from blood and adipose tissue

  17. Intrahepatic triglyceride content

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Intrahepatic triglyceride content will be assessed by magnetic resonance imagining (MRI)

  18. Change in intra-hepatic triglyceride content

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Intra-hepatic triglyceride content will be assessed by magnetic resonance imagining (MRI)

  19. Change in intra-hepatic triglyceride content

    Time frame: Performed annually for 5 years

    Intra-hepatic triglyceride content will be assessed by magnetic resonance imagining (MRI)

  20. Abdominal adipose tissue volumes

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Abdominal subcutaneous and intra-abdominal adipose tissue volumes will be assessed by magnetic resonance imagining (MRI)

  21. Change in abdominal adipose tissue volumes

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Abdominal subcutaneous and intra-abdominal adipose tissue volumes will be assessed by magnetic resonance imagining (MRI)

  22. Change in abdominal adipose tissue volumes

    Time frame: Performed annually for 5 years

    Abdominal subcutaneous and intra-abdominal adipose tissue volumes will be assessed by magnetic resonance imagining (MRI)

  23. Leg adipose tissue volumes

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Thigh and calf adipose tissue volumes will be assessed by magnetic resonance imagining (MRI)

  24. Change in leg adipose tissue volumes

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Thigh and calf adipose tissue volumes will be assessed by magnetic resonance imagining (MRI)

  25. Change in leg adipose tissue volumes

    Time frame: Performed annually for 5 years

    Thigh and calf adipose tissue volumes will be assessed by magnetic resonance imagining (MRI)

  26. Gut microbiome

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Gut microbiota, meta-transcriptome (bacterial RNA sequencing to determine what proteins can be made by the microbiota) and the meta-metabolome (metabolites made by the microbiota) will be assessed

  27. Change in gut microbiome

    Time frame: Before and after 4-8 weeks of weight maintenance in metabolically healthy and unhealthy obese subjects randomized to follow a Mediterranean, low-carbohydrate or low-fat diet

    Gut microbiota, meta-transcriptome (bacterial RNA sequencing to determine what proteins can be made by the microbiota) and the meta-metabolome (metabolites made by the microbiota) will be assessed

  28. Change in gut microbiome

    Time frame: Performed annually for 5 years

    Gut microbiota, meta-transcriptome (bacterial RNA sequencing to determine what proteins can be made by the microbiota) and the meta-metabolome (metabolites made by the microbiota) will be assessed

  29. Carotid artery intima media thickness

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Carotid artery intima media thickness will be assessed by ultrasound imaging

  30. Change in carotid artery intima media thickness

    Time frame: Performed annually for 5 years

    Carotid artery intima media thickness will be assessed by ultrasound imaging

  31. Cardiac structure and function

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy obese and metabolically unhealthy obese subjects).

    Ultrasound techniques will be used to assess cardiac structure and function

  32. Change in cardiac structure and function

    Time frame: Performed annually for 5 years in metabolically healthy obese and metabolically unhealthy obese subjects.

    Ultrasound techniques will be used to assess cardiac structure and function

  33. Endothelial function

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Endothelial function will be assessed using a non-invasive device (EndoPat 2000) in response to reactive hyperemia.

  34. Change in endothelial function

    Time frame: Performed annually for 5 years

    Endothelial function will be assessed using a non-invasive device (EndoPat 2000) in response to reactive hyperemia.

  35. Arterial stiffness

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    Arterial stiffness will be assessed using a non-invasive device (SphygmoCor)

  36. Change in arterial stiffness

    Time frame: Performed annually for 5 years

    Arterial stiffness will be assessed using a non-invasive device (SphygmoCor)

  37. Transcriptome in blood, muscle and adipose tissue

    Time frame: Baseline only (cross-sectional comparison of metabolically healthy lean, metabolically healthy obese and metabolically unhealthy obese subjects).

    The transcriptome (all RNA that are responsible for making proteins from DNA templates) will be evaluated by using RNA sequencing techniques

  38. Change in transcriptome in blood, muscle and adipose tissue

    Time frame: Performed annually for 5 years

    The transcriptome (all RNA that are responsible for making proteins from DNA templates) will be evaluated by using RNA sequencing techniques

Sponsors and collaborators

Lead sponsor

Washington University School of Medicine

Other

Collaborators

  • Centene Corporation

Registry information

Important dates

Study start
2019
Primary completion
2029
Study completion
2029
First posted
Oct 18, 2019
Registry last updated
Jul 6, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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