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The goal of this study is to uncover sleep and circadian mechanisms contributing to adverse metabolic health. The protocol is a 21 day (7 outpatient days, 14 inpatient days) mechanistic randomized-crossover study designed to identify the impact of chronic sleep restriction and circadian timing, independently and in combination on energy metabolism and identify the independent and combined effects on glucose tolerance.
Nearly half of all Americans are obese and/or have been diagnosed with diabetes, accounting for over 327 billion dollars in health care costs in the United States each year. Increasing evidence suggests that chronic short-sleep durations contribute to these diseases, but the specific mechanisms as to how short-sleep durations results in weight gain and diabetes are debated.
Reports of weight gain due to sleep restriction do not comply with the energy balance hypothesis, which would predict that with an increased amount of wakefulness and an associated increase in energy expenditure, there would be a negative shift in energy balance and resulting weight loss over time. Restricting sleep in the laboratory, however, pushes participants towards a positive energy balance via increased daily energy intake when access to food is ad libitum.
The goals of this study are to uncover the impact of chronic sleep restriction, circadian timing, and their combination on energy intake patterns, determine the influence of chronic sleep restriction on food choice when there is equal opportunity to eat at all circadian times, and discover the impact of chronic sleep restriction, circadian timing, and their combination, on glucose tolerance.
After instrumentation, participants will be given an 8h sleep opportunity at habitual timing (determined via actigraphy) and will be awakened at habitual wake time in dim-lighting for a baseline "day". During baseline, participants will be given three energy-balanced meals. After baseline, participants' sleep/wake schedule will be advanced by 4h daily for the next 12 calendar days with the participants having access to ad libitum food. Prior to arriving to the laboratory, participants will be randomized to either sleep restriction first (equivalent to obtaining 5.5h of sleep per 24h; n=10) or control conditions first (equivalent to 8h sleep per 24h; n=10); crossover to the other condition will occur on day 8 of the protocol. Because the protocol requires participants to live on a 20h-day, during the control condition participants will experience 13.33-hour wake episodes followed by 6.67-hour sleep opportunities, while during the sleep restriction condition they will experience 15.33-hour wake episodes followed by sleep episodes of 4.67 hours long, in the range typically experienced by individuals who habitually restrict their sleep. Providing ad libitum food during this time will be accomplished, as done previously, by providing participants a breakfast, lunch and dinner at ~130-150% more calories than their baseline day and switching out sets of snacks between meals - "morning" (between breakfast and lunch), "afternoon" (between lunch and dinner), and after-dinner (between dinner and sleep). Snacks will be of a variety of healthy (i.e., grapes, low-fat yogurts, whole-grain crackers, nuts, etc.) and unhealthy (i.e., ice cream, cookies, chips, sodas, etc.) options and participants will not need to ask or record what they eat.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Sleep Restriction First | Experimental | Equivalent to obtaining 5.5.h of sleep per 24h; n=10. Participants live on a 20h-day and will experience 15.33h wake episodes followed by sleep episodes of 4.67h long. Ad libitum food is provided during this time and participants will be fed ~130-150% of their daily caloric needs across three meals a day. |
|
| Controlled Condition First | No Intervention | Equivalent to obtaining 8h sleep per 24h; n=10. Participants live on a 20h-day and will experience 13.33h wake episodes followed by 6.67h sleep opportunities. Ad libitum food is provided during this time and participants will be fed ~130-150% of their daily caloric needs across three meals a day. |
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Sleep Restriction | Behavioral | Participants are randomized into either a group (n=10) that is sleep restricted first or control first (n=10) group; the groups will crossover halfway through the protocol. Both arms are fed 3 meals and have access to ad libitum food between meals. Both groups will also undergo up to 3 mixed-meal tolerance tests to measure glucose tolerance. |
| Measure | Description | Time Frame |
|---|---|---|
| Circadian Phase | Saliva will be assayed for melatonin used standardized assays. Melatonin will be sampled at 1h intervals during wakefulness. Melatonin onset will be calculated using the linear interpolated time at which melatonin levels reach 25% of a fitted peak-to-trough amplitude. | 14 days |
| Energy Intake | Throughout the forced desynchrony protocol, participants will have ad libitum access to food, which will be scored using NDSR software. NDSR was developed to help plan, manage, and analyze food and nutrient intake. Each meal and set of snacks will be timestamped (midpoint of snack availability) and binned by circadian phase based on the individuals' melatonin and also by time awake. | 14 days |
| Energy Content | Throughout the forced desynchrony protocol, participants will have ad libitum access to food, which will be scored using NDSR software. NDSR was developed to help plan, manage, and analyze food and nutrient intake. Each meal and set of snacks will be timestamped (midpoint of snack availability) and binned by circadian phase based on the individuals' melatonin and also by time awake. | 14 days |
| Glucose Metabolism | The participant's glucose and insulin response to a mixed meal diet high in carbohydrates may be tested up to 3 times during the protocol (Days 2, 4, and 13). Each participant will have a choice of 1 of 2 meal options and will be given that meal throughout the study. During this mixed meal test, a baseline blood draw will occur ~7-min before the meal and then the frequency of blood samples will increase to every 10-min after the meal for 90 min and then every 30 min for 90 min for a total of 14 samples (~1 mL each, total of ~14 mL) over 180 minutes to measure glucose and hormone response in detail. Samples at each time point will be obtained for measurement of suppressibility of plasma free fatty acids. Blood will also be drawn every 4h during the protocol for 24h insulin and glucose. | ~3 days |
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Inclusion Criteria:
Exclusion Criteria:
Dietary restrictions
Participants must not have dietary restrictions that could systematically bias their macronutrient intake. The following will exclude participants from enrolling in the study based on their diet:
Body Composition
A body mass index (BMI) of 18.5< [BMI] < 25 kg/m2 and a waist circumference <94/80cm.
Psychiatric/psychological suitability
Each participant will undergo a structured interview (Mini International Neuropsychiatric Interview) with a qualified OHSU physician. This physician will supervise the administration and scoring of a Beck Depression Inventory II (BDI-II) questionnaire for each potential participant. The following will exclude individuals from participating based on their psychiatric or psychological evaluation:
Drug/alcohol use
Volunteers must be drug-free (including caffeine, nicotine, alcohol and herbal medications) for the entire duration of the outpatient and in-laboratory study period, with no history of drug or alcohol dependency. All participants must be:
Medication/drug use
Volunteers must not be taking any prescribed medications or over the counter medications, with an exception for birth control.
Prior shift work
For stability of endogenous circadian rhythmicity, volunteers must have no history of the following 1 year prior to the study:
Chronobiologic and sleep disorders
Diseases of the Cardiovascular System
Metabolic Syndrome
Following American Heart Association cutoffs, participants who have, in addition to abdominal fat (obese exclusion criteria), two or more of these factors will be excluded from the study:
Pre-Diabetes/Diabetes
For participants who have a fasting blood glucose level of ≥ 100 mg/dL the investigators will measure hemoglobin A1c to exclude for diabetes (HbA1c>5.7%).
Hypertension
An upper cut off of 140/90 mmHg during an office blood pressure measure will be used as an exclusion criterion. After 5 minutes of rest in a seated position, blood pressure will be measured 3 times, taken 1 minute apart. The average will be used to confirm eligibility criteria. Current or history of beta blocker use will also be exclusionary.
Disorders of the Respiratory System
Disorders of the Kidney and Urinary Tract
Infectious Diseases
Disorders of the Gastrointestinal System
Disorders of the Immune System, Connective Tissue and Joints
Disorders of the Hematopoietic System
Neoplastic Diseases
Endocrine and Metabolic Diseases
Neurologic Disorders
Subjects must not be currently participating in another research study that would influence their safe participation in our study. Subjects must not be participating in a research study in which they do the following:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Andrew McHill, PhD | Contact | 503-494-2594 | mchill@ohsu.edu |
| Name | Affiliation | Role |
|---|---|---|
| Andrew McHill, PhD | Oregon Health and Science University | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Oregon Health & Science University | Recruiting | Portland | Oregon | 97239 | United States |
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| ID | Term |
|---|---|
| D012892 | Sleep Deprivation |
| D009765 | Obesity |
| D018149 | Glucose Intolerance |
| D015430 | Weight Gain |
| D005518 | Food Preferences |
| ID | Term |
|---|---|
| D020920 | Dyssomnias |
| D012893 | Sleep Wake Disorders |
| D009422 | Nervous System Diseases |
| D009461 | Neurologic Manifestations |
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| Resting energy expenditure | Resting energy expenditure will be measured upon awaking each protocol day via indirect calorimetry. Oxygen consumption and carbon dioxide production will be used to calculate metabolic rate. | 14 days |
| Resting energy macronutrient oxidation | Resting macronutrient oxidation will be measured upon awaking each protocol day via indirect calorimetry. Oxygen consumption and carbon dioxide production will be used to calculate the oxidation of carbohydrate and fat. | 14 days |
| Blood Pressure | Beat-to-beat blood pressure will be obtained using a non-invasive device employing the volume-clamp method with hydrostatic correction (Nexfin). Beat-to-beat blood pressure will be recorded 1) during each sleep episode and 2) each constant posture period following awakening. Both systolic and diastolic blood pressure will be measured. | 14 days |
| Heart Rate | For the duration of the study, 2 channels of EKG are recorded (RA-V6) and stored on BioPac recorders using Acqknowledge software (256 Hz). | 14 days |
| Sympathetic Activity | The investigators will use the high frequency power of the heart rate variability power spectrum to estimate cardiac parasympathetic activity (vagal tone) as modulated by respiratory sinus arrhythmia. RR interval data for sequential 5-minute time segments will be used for heart rate variability analysis according to published criteria. Frequency domain measures are calculated by interpolating the RR tachogram with a cubic spline and re-sampling. Power spectral density will be calculated using Welch's technique. Calculated time domain heart rate variability measures will include mean RR, SD of all normal-normal RR intervals, and a percentage of RR intervals differing by greater than 50 msec. | 14 days |
| Parasympathetic Activity | The investigators will use the high frequency power of the heart rate variability power spectrum to estimate cardiac parasympathetic activity (vagal tone) as modulated by respiratory sinus arrhythmia. RR interval data for sequential 5-minute time segments will be used for heart rate variability analysis according to published criteria. Frequency domain measures are calculated by interpolating the RR tachogram with a cubic spline and re-sampling. Power spectral density will be calculated using Welch's technique. Calculated time domain heart rate variability measures will include mean RR, SD of all normal-normal RR intervals, and a percentage of RR intervals differing by greater than 50 msec. | 14 days |
| Vascular Endothelial Function | The investigators will measure vascular endothelial function at various points throughout the protocol. Brachial or femoral artery flow-mediated dilation will be measured in the supine position. | 14 days |
| Leptin | The investigators will measure markers of hunger via the satiety hormone leptin. Blood will be assayed using our standard procedures approximately every six hours. | 14 days |
| Ghrelin | The investigators will measure markers of hunger via the hunger hormone ghrelin. Blood will be assayed using our standard procedures approximately every six hours. | 14 days |
| Endocannabinoids | The endocannabinoids 2-AG and AEA, as well as non-endocannabinoid N-acylethanolamines (N-oleoylethanolamine [OEA] and N-palmitoylethanolamine [PEA]), and 2-monoacylglycerols (2-oleoylglycerol [2-OG]) via blood. Blood will be assayed using our standard procedures approximately every six hours. | 14 days |
| Posture Test Blood Pressure | Standing up after a period of lying down is a large physiological challenge requiring sympathetic activation to maintain perfusion pressure to the brain and void syncope. Participants will be fitted with a 2 lead EKG, a finger cuff for non-invasive BP recordings on a beat-by-beat basis and a sphygmomanometer cuff on the other arm for manual assessment of BP [for cross calibration and safety check]. The finger cuffs will be placed on the non-dominant hand and held in place by an arm sling so that the BP cuffs will be at heart level. BP will be assessed while participants stand up from a semi-recumbent posture and remain standing for ~5min. | 14 days |
| Posture Test Heart Rate | Standing up after a period of lying down is a large physiological challenge requiring sympathetic activation to maintain perfusion pressure to the brain and void syncope. Participants will be fitted with a 2 lead EKG, a finger cuff for non-invasive BP recordings on a beat-by-beat basis and a sphygmomanometer cuff on the other arm for manual assessment of BP [for cross calibration and safety check]. The finger cuffs will be placed on the non-dominant hand and held in place by an arm sling so that the BP cuffs will be at heart level. HR will be assessed while participants stand up from a semi-recumbent posture and remain standing for ~5min. | 14 days |
| External Temperature Assessment | Skin temperatures (in degrees Celsius) will be continuously assessed using wireless Thermochron iButtons. These iButtons are small (1.6 cm x 0.6 cm), independent temperature sensors and use data loggers enclosed in a watertight stainless-steel package. The iButtons will be taped to the skin with thin, air-permeable adhesive surgical tape in up to 9 different locations and programmed prior to placement via a USB computer interface. Data will be recorded every minute. "Proximal skin temperature" is the averaged skin temperatures of infraclavicular region (mean of left and right) and sternum; "distal skin temperature" is the average skin temperatures of the wrists and ankles. | 14 days |
| Internal Temperature Assessment | Temperature data (in degrees Celsius) will also be collected every minute through either rectal thermistors or telemetry pill.The phase of the body temperature rhythm will be determined by the weighted average of the fitted minima of core body temperature data obtained from a single and dual-harmonic fit. | 14 days |
| Total Energy Expenditure | Total energy expenditure (TEE) will also be collected across the chronic sleep and circadian disruption protocol by using doubly-labeled water (DLW). DLW is a method based on administration of an oral loading dose of water labeled with both deuterium and oxygen isotope. The tracers quickly equilibrate in the total body water. Deuterium is eliminated from the body in urine only, but the oxygen isotope is eliminated in both urine and carbon dioxide; the difference of the elimination curves is equal to the amount of carbon dioxide expired over the testing period. Urine samples are collected at baseline before the loading dose and again 4-6h after consuming the water on day 1; final urine samples 14 days later. | 14 days |
| Changes in Alertness | The investigators will quantify a measure of alertness and hunger to determine the dynamics of acute circadian misalignment and re-entrainment on multiple aspects of waking performance. Alertness will be measured for subjective assessments via a Visual Analog Scale (VAS). The VAS Alert will be performed during sleep inertia testing, which will be the impairment observed immediately upon waking. Sleep inertia testing will occur at ~1, 10, 20, 30, 40, 50, 60, 70, 80, and 90 minutes after waking. | 14 days |
| Measuring Mood with POMS | Investigators will measure mood to determine the dynamics of acute circadian misalignment and re-entrainment of waking performance. Mood will be measured by utilizing the POMS questionnaire. The POMS questionnaire is a standard validated psychological test that assesses vigor, fatigue, confusion, anger-hostility, depression, and tension-anxiety by presenting 30 words to participants and requires them to rate how they identify with each word using a numerical value. Each number is associated with a scoring system via a Likert scale (e.g. "Not at All", "A Little", "Moderately", "Quite a Lot" or "Extremely"). These scores are analyzed by a Total Mood Disturbance (TMD) score via the numerical values provided by the participant. Lower scores indicate that a participant has a more consistent or stable mood profile. POMS will be administered beginning two hours after waking and repeated every two hours across wakefulness. | 14 days |
| Measuring Mood with PANAS | Mood will be additionally investigated by administering the PANAS questionnaire, which is a self-reported measure and consists of different words that describe emotions. There are two scales to this questionnaire, one which measures a positive affect (the ability for a participant to experience positive emotions or interact positively with others), and a negative affect (experiencing negative emotions or interacting negatively with others). Participants will be presented with a questionnaire with 20 words related to emotions and a 5-point Likert scale. Positive affect scores can range from 10-50, with higher scores representing a higher level of positive affect. Negative affect scores can also range from 10-50, and lower scores represent lower levels of negative affect. PANAS will be administered beginning two hours after waking and repeated every two hours across wakefulness. | 14 days |
| Changes in Degrees of Sleepiness | Investigators will use the Stanford Sleepiness Scale (SSS) for a subjective assessment of sleepiness. The SSS uses a 7-point Likert scale in order to quantify sleepiness at the time of test administration. Values are assigned as follows:
| 14 days |
| Changes in Sustained Attention and Reaction Time | Investigators will administer the Psychomotor Vigilance Task (PVT) is a 10 minute, computer-based test in which the participant presses a button as soon as a light appears on the computer screen. This light will appear randomly every few seconds. The main measurements of this task include the mean and median reaction time in milliseconds and sustained attention, as well as false responses. False responses refers to a participant pressing the button before a light is displayed on the computer screen. Individuals who are sleep deprived or are sleep deficit tend to display decreased alertness, declined psychomotor skills, and increased false responses, and therefore have a slower overall reaction time. This test will be administered starting two hours after waking and repeated every two hours across wakefulness. | 14 days |
| Changes in Cognitive Performance | Cognitive performance will be measured by investigators administering the Digit Symbol Substitution Test (DSST). This is a computer test that presents participants with abstract symbols associated with numbers on a computer screen. The participant must match the symbol that appears on the screen with the corresponding abstract symbol and number. The DSST is a 90 second test and results measured include the total correct and participant errors. Higher scores with fewer errors indicate increased cognitive performance. The DSST will be performed during sleep inertia testing, which will be the impairment observed immediately upon waking. Sleep inertia testing will occur at ~1, 10, 20, 30, 40, 50, 60, 70, 80, and 90 minutes after waking. | 14 days |
| Changes in Working Memory | The addition (ADD) task is a 2-digit addition task that will be administered via computer test every 2h to assess working memory. Participants are required to answer as many addition questions as they can within a certain time frame. Results measured include the total correct and participant errors. Higher scores with fewer errors indicate an increased ability to hold information temporarily. The ADD task will be administered two hours after waking and repeated every two hours across wakefulness. | 14 days |
| D012816 |
| Signs and Symptoms |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D001523 | Mental Disorders |
| D050177 | Overweight |
| D044343 | Overnutrition |
| D009748 | Nutrition Disorders |
| D009750 | Nutritional and Metabolic Diseases |
| D001835 | Body Weight |
| D006943 | Hyperglycemia |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D001836 | Body Weight Changes |
| D005247 | Feeding Behavior |
| D001519 | Behavior |