Outcome
Type |
Measure |
Description |
Time frame |
Safety issue |
Primary |
Change in body weight (kg) |
Measured in fasted state on a digital scale |
Change from baseline to the end of the intervention (after 12 weeks) |
|
Secondary |
Body weight (kg) |
Measured on a digital scale |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Body mass index (kg/m^2) |
Calculated from body weight (kg) and height (m) |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Fat mass (kg) |
Measured by Dual-energy X-ray Absorptiometry |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Fat free mass (kg) |
Measured by Dual-energy X-ray Absorptiometry |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Fat percentage (%) |
Measured by Dual-energy X-ray Absorptiometry |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Waist circumference (cm) |
Measured using tape measure |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Hip circumference (cm) |
Measured using tape measure |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
HbA1c (mmol/mol and %) |
Assessed from blood samples at all visits |
Changes from baseline. All four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Systolic blood pressure (mmHg) |
Measured under resting and fasting conditions |
Changes from baseline. Measured at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Diastolic blood pressure (mmHg) |
Measured under resting and fasting conditions |
Changes from baseline. Measured at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Heart rate (bpm) |
Measured under resting and fasting conditions during measurements of blood pressure and in the supine position by a handheld ECG measuring device (Vagus™) |
Changes from baseline. Measured at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Resting energy expenditure (kcal/day) |
Measured by indirect calorimetry under resting and fasting conditions |
Changes from baseline. Measured at visits at baseline and after 12 weeks |
|
Secondary |
Substrate oxidation (respiratory exchange ratio) |
Measured by indirect calorimetry under resting and fasting conditions |
Changes from baseline. Measured at visits at baseline and after 12 weeks |
|
Secondary |
Metabolites |
Fasting and postprandial (after a standard mixed breakfast meal) concentrations of metabolites including but not limited to: glucose, lipids, cholesterol, free-fatty acids, and amino acids |
Changes from baseline. Measured in the blood in the fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test (4 hours) at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Hormones |
Fasting and postprandial (after a standard mixed breakfast meal) concentrations of hormones related to regulation of appetite, glucose and lipid metabolism (including but not limited to: insulin, glucagon, ghrelin, glucagon-like peptide-1 (GLP-1), glucose-dependent insulinotropic polypeptide (GIP) and peptide YY (PYY), leptin, fibroblast growth factor 19 (FGF-19), fibroblast growth factor 21 (FGF-21), growth differentiation factor 15 (GDF-15)). |
Changes from baseline. Measured in the blood in the fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test (4 hours) at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Circulating proteins that associate with low-grade inflammation and lipid metabolism |
Fasting levels of circulating proteins that associate with low-grade inflammation and lipid metabolism. Such proteins are captured by mass-spectrometry driven analyses of the plasma proteome i.e. proteins circulating in the blood |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Respiratory and glycolytic capacities of isolated peripheral blood mononuclear cells (PBMCs) |
Measured using the Seahorse method, which measures mitochondrial respiration |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Heart rate response to standing up from the supine position |
Measured by a handheld ECG measuring device (Vagus™). |
Changes from baseline. Measured at visits at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Heart rate response to inhalation and exhalation |
Measured by a handheld ECG measuring device (Vagus™). |
Changes from baseline. Measured at visits at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Heart rate response to forced exhalation during rest (valsalva maneuver) |
Measured by a handheld ECG measuring device (Vagus™). |
Changes from baseline. Measured at visits at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Gastric emptying time (hours and minutes) |
Measured using the SmartPill™ technique. The SmartPill™ is ingested together with a standard mixed breakfast meal |
Changes from baseline. Time after consumption of the standard mixed meal at baseline and end of the intervention (after 12 weeks). |
|
Secondary |
Small bowel transit time (hours and minutes) |
Measured using the SmartPill™ technique. The SmartPill™ is ingested together with a standard mixed breakfast meal |
Changes from baseline. Time after consumption of the standard mixed meal at baseline and end of the intervention (after 12 weeks). |
|
Secondary |
Large bowel transit time (hours and minutes) |
Measured using the SmartPill™ technique. The SmartPill™ is ingested together with a standard mixed breakfast meal |
Changes from baseline. Time after consumption of the standard mixed meal at baseline and end of the intervention (after 12 weeks). |
|
Secondary |
Total gastrointestinal transit time (hours and minutes) |
Measured using the SmartPill™ technique. The SmartPill™ is ingested together with a standard mixed breakfast meal |
Changes from baseline. Time after consumption of the standard mixed meal at baseline and end of the intervention (after 12 weeks). |
|
Secondary |
Motility index |
Calculated based on amplitudes and number of contractions measured using the SmartPill™ technique. The SmartPill™ is ingested together with a standard mixed breakfast meal |
Changes from baseline. Time after consumption of the standard mixed meal at baseline and end of the intervention (after 12 weeks). |
|
Secondary |
Attention measured using eye tracking |
Eye tracking metrics including gaze duration bias, gaze direction bias, fixations, saccades, pupil size/dilation, distance to screen, ocular vergence and blinks to measure attention in response to looking at food pictures during the computerized Leeds Food Preference Questionnaire |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Emotions measured using facial expression analyses |
Facial expression analyses using computer-vision algorithms (AFFDEX) to measure emotions in response to looking at food pictures during the computerized Leeds Food Preference Questionnaire |
Changes from baseline. Fasted state at all four visits (baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Arousal measured using galvanic skin response |
Changes in conductivity of the skin (galvanic skin response) in response to looking at food pictures during the computerized Leeds Food Preference Questionnaire |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Food choice |
Food choice of food items from four combined food categories (high-fat savoury, high-fat sweet, low-fat savoury and low-fat sweet foods) examined from the computerized Leeds Food Preference Questionnaire. Food choice is determined based on frequency of selection made within each food category. The scores range from 0-48 i.e. 0 = foods within a specific food category have not been selected at all to 48 = foods within a specific food category have been selected 48 times |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Implicit wanting |
Implicit wanting of food items from four combined food categories (high-fat savoury, high-fat sweet, low-fat savoury and low-fat sweet foods) examined from the computerized Leeds Food Preference Questionnaire. Implicit wanting is assessed based on food choice and response time for selected and non-selected food items as well as mean response time. |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Explicit liking |
Explicit liking of 16 food items from four combined food categories (high-fat savoury, high-fat sweet, low-fat savoury and low-fat sweet foods) examined from the computerized Leeds Food Preference Questionnaire. Explicit liking is rated using visual analogue scales and the range is 0-100. Each end represents the extremes e.g. Question: "how pleasant would it be to taste this food right now?" Answer: "not at all" (rated 0 on the 0-100 scale) to "extremely" (rated 100 on the 0-100 scale) |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Explicit wanting |
Explicit wanting of 16 food items from four combined food categories (high-fat savoury, high-fat sweet, low-fat savoury and low-fat sweet foods) examined from the computerized Leeds Food Preference Questionnaire. Explicit wanting is rated using visual analogue scales and the range is 0-100. Each end represents the extremes e.g. Question: "how much do you want some of this food now?" Answer: "not at all" (rated 0 on the 0-100 scale) to "extremely" (rated 100 on the 0-100 scale). |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Insulin sensitivity (indices) |
Including but not limited to the Matsuda index |
At all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Insulin resistance (indices) |
Including but not limited to Homeostaic Model Assessment for Insulin Resistance (HOMA-IR) |
At all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Subjective appetite |
Rated using visual analogue scales and includes sensations of: Hunger, fullness, satiety, prospective food consumption, wellbeing, nausea, thirst, desire to eat meat, salty, and sweet. The scale range is 0-100 and each end represent the extremes e.g. hunger rating: "I am not hungry at all" to "I have nerver been this hungry before". |
Changes from baseline. Fasted state at all four visits (Baseline and after 6, 12, and 26 weeks) and during a mixed meal test at baseline and end of the intervention (after 12 weeks) |
|
Secondary |
Mean amplitude of glycaemic excursions (MAGE) |
Measured using continous glucose monitoring |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Continuous overall net glycaemic action (CONGA) |
Measured using continous glucose monitoring |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Daily time spent above different glucose concentrations (e.g. >6.1 mmol/L, >7.0 mmol/L, >7.8 mmol/L, and >11.1 mmol/L) |
Measured using continous glucose monitoring. |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Mean glucose concentrations |
Measured using continous glucose monitoring. |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Standard deviation of glucose concentrations |
Measured using continous glucose monitoring. |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Variation coefficients of glucose concentrations |
Measured using continous glucose monitoring. |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Physical activity (time spent at different intensities) |
Sedentary time, light, moderate and vigorous intensity physical activity. Assessed from 24 h/day accelerometry |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Physical activity (counts/min) |
Assessed from 24 h/day accelerometry |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Physical activity energy expenditure (kcal/day) |
Assessed from 24 h/day accelerometry |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Physical activity (MET hours) |
Assessed from 24 h/day accelerometry |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Timing of physical activity (hh:mm) |
Assessed from activity logs and 24 h/day accelerometry |
Changes from baseline. Measured 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Energy intake (kcal/day) |
Assessed from diet records |
Changes from baseline. Registered 3 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Macronutrient intake (energy percentage) |
Assessed from diet records |
Changes from baseline. Registered 3 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Timing of dietary intake (hh:mm) |
Assessed from diet records |
Changes from baseline. Registered 3 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Sleep timing (hh:mm) |
Including bedtime, sleep onset, wake-up, time out of bed, sleep midpoint. Assessed from sleep logs and 24 h/day accelerometry |
Changes from baseline. Registered and measured for 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Sleep duration (min) |
Assessed from sleep logs and 24 h/day accelerometry |
Changes from baseline. Registered and measured for 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Sleep variability (min) |
Variability in bedtime, wake-up, sleep duration and sleep midpoint. Assessed from sleep logs and 24 h/day accelerometry |
Changes from baseline. Registered and measured for 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Sleep onset latency (min) |
Assessed from sleep logs and 24 h/day accelerometry |
Changes from baseline. Registered and measured for 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Sleep efficiency (%) |
Assessed from 24 h/day accelerometry |
Changes from baseline. Measured for 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Wakefulness (min) |
Assessed from 24 h/day accelerometry |
Changes from baseline. Measured for 7 days after the test days at baseline and after 6 and 12 weeks |
|
Secondary |
Self-reported gastrointestinal symptoms (part 1) |
Assessed from the questionnaires the Gastrointestinal Symptom Rating Scale (GSRS). Rated on 7-point likert scales. Range: 1 = absence of symptoms to 7 = very severe symptoms. |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported gastrointestinal symptoms (part 2) |
Assessed from the Gastrointestinal Symptom Score (PAGI-SYM). Rated on 6-point likert scales. Range: 1 = absence of symptoms to 6 = very severe symptoms. |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported gastrointestinal symptoms (part 3) |
Number of symptoms. Assessed from logs. |
Changes from baseline. Registered 7 days after the test days at baseline and after 12 weeks |
|
Secondary |
Self-reported autonomic symptoms |
Assessed from the questionnaire COMPASS31 |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported control over eating |
Assessed from the questionnaire Control over Eating Questionnaire |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported sleepiness |
Assessed from the questionnaire the Epworth Sleepiness Scale |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported sleep quality |
Assessed from the questionnaire Pittsburgh Sleep Quality Index |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported chronotype |
Assessed from the Munich Chronotype Questionnaire |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported physical activity |
Assessed from questionnaire International Physical Activity Questionnaire |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported overall health and wellbeing |
Assessed from the questionnaire Self-reported health (SF-36 health survey) |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported eating behavior |
Assessed from The Dutch Eating Behavior Questionnaire |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Self-reported night eating |
Assessed from The Night Eating Questionnaire |
Changes from baseline. Assessed at all four visits (Baseline and after 6, 12, and 26 weeks) |
|
Secondary |
Daily eating/drinking window (hh:min) |
Time of first and last meal/beverage |
Registrered every day (13 weeks intervention and 13 weeks follow-up period) |
|
Secondary |
Microbiome content and diversity |
Determined from stool samples. Bacterial DNA and RNA will be purified from the stool samples and changes in the microbiome composition and function will be estimated based on sequencing of the microbiomes' DNA and RNA. Includes but is not limited to the Firmicute/Bacteroidete ratio. |
Changes from baseline. Collected before or during test days at visits at baseline and after 12 weeks |
|
Secondary |
Motivation for participation (qualitative methods) |
Themes and aspects related to motivation for participation will be assessed based on interviews with the participants including completers and potential drop-outs. |
Visits at baseline and after 12 and 26 weeks. Potential drop-outs will be interviewed at the specific time point. |
|
Secondary |
Feasibility of the intervention (qualitative methods) |
Themes and aspects related to feasibility of the intervention will be assessed based on interviews with the participants including completers and potential drop-outs. |
Visits at baseline and after 12 and 26 weeks. Potential drop-outs will be interviewed at the specific time point. |
|
Secondary |
Satisfaction with the intervention (qualitative methods) |
Themes and aspects related to satisfaction with the intervention will be assessed based on interviews with the participants including completers and potential drop-outs. |
Visits at baseline and after 12 and 26 weeks. Potential drop-outs will be interviewed at the specific time point. |
|