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The goal of this prospective cohort study is to assess potential differences in sleep biomarkers in older adult patients undergoing major orthopedic surgery. The main questions it aims to answer are:
Participants will be asked to:
This study is a prospective, observational study designed to identify changes in protein biomarkers levels as a function of delirium incidence and delirium severity scores based on Confusion Assessment Method (CAM) scores from postoperative days 1-3. Additionally, patients will wear an Actiwatch to monitor sleep/circadian rhythm biomarkers. Questionnaires gathering information about sleep, cognition, mood, pain, and physical/social function will be asked throughout the course of the study. There is no intervention being tested in this study. Accepted standard of care involving all clinical procedures, pain management, and anesthesia and surgical care, will be performed within this study. Patients will be contacted remotely at 1-month, 3-months, and 12-months for follow-up visits that will include questionnaires and actigraphy assessments.
If possible, the patient will be enrolled in person where the member of the study team will complete all enrollment procedures if time allows. The baseline procedures will include fitting the Actiwatch, going over Actiwatch usage instructions, and a baseline neurocognitive assessment and questionnaires. If there is not enough time for complete these procedures, or if the patient is approached over the phone, a member of the study team can complete these baseline procedures with the patient remotely. Baseline assessments can be completed over the phone, and the Actiwatch will be mailed directly to the patient's preferred address.
Clinical Data Collection - Clinical data but not limited to including age, sex, body mass index (BMI), length of hospital stay, and surgical details (e.g., surgery duration, anesthesia type, blood loss, complications) will be recorded using passively collected data from the patient's electronic medical record. Information about history of sleep, cognition/neurology, psychiatry, pain management, and physical/social function that cannot be inferred from the patient's medical record will be elicited from the participant directly at the time of the baseline questionnaires.
Actiwatch Data Collection - Patients will wear the Actiwatch continuously for at least seven days but no more than two weeks leading up to surgery. The watch will be distributed with a specific instruction sheet, and the study team will ensure that all questions have been answered. Patients who are consented at the time of their preoperative clinic visit will be given their watch at the time of their appointment. For patients who are consented virtually, the watch will be mailed to their preferred home address. The watch will collect data including sleep duration, regularity, stability and timing of rhythm. Patients will return the watch on the day of surgery. Patients will be asked to wear the watch for one week at the time of their 1-, 3-, and 12-month timepoints as well. Watches will be returned to the participant via mail and a prepaid mailing envelope will be sent with the watch so that the patient can return it at the conclusion of the recording period.
Sleep Diary - Patients will be asked to fill out a sleep diary on the days that they wear the Actiwatch. The diary will ask questions regarding their sleep habits and factors that might affect their ability to fall asleep. The sleep diary should be filled out during the period leading up to the patient's surgery and again at their 1-, 3-, and 12-month follow-up visits.
ECG Data Collection - Electrocardiogram data will be collected using a 4-lead ECG monitor with oximetry. During the inclusion visit, a study staff member will fit the ECG and oximeter to the patient and record for 30 minutes. The device can connect to an app for Bluetooth ECG reading display. Study staff will monitor the live recording to ensure that data is being collected accurately. The ECG-oximetry data can provide information about cardio physiological biomarkers for delirium. This study measure can be taken either at the time of consent (for patients who consent in-person), or in the preoperative holding area on the day of surgery. An additional recording will occur for 30 minutes perioperatively. If either ECG recording cannot be performed, this will not be considered a protocol deviation.
EEG Data Collection - If the anesthesiologist places a SedLine for EEG for clinically-indicated surface level electroencephalogram monitoring while the patient is under general anesthesia, a study staff member may record the data to be used later to explore EEG biomarkers of delirium risk. If the EEG recording cannot be collected, this will not be considered a protocol deviation.
Assessments - The Montreal Cognitive Assessment (MoCA) will be performed during the baseline visit at the preoperative clinic site, or over the phone using the telephonic version (tMoCA). The MoCA will also be completed daily on postoperative days 1, 2, and 3. The long-form of the Confusion Assessment Method (CAM) will be performed at the baseline visit or baseline phone-call and twice daily on postoperative days 1 through 3 (morning and afternoon). In the afternoons during the first three days postoperatively, a standard cognitive assessment will be performed in order to appropriately score the CAM. The postoperative assessments will be performed by a trained member of the study team. The tMoCA will be completed at the 1-month, 3-month, and 12-month follow up periods.
The CAM-long form will be applied twice daily from preoperative day 1 to postoperative day 3 to evaluate cognitive changes in each patient, and the peak delirium severity score will be used for comparative analyses. CAM scores will be recorded for each patient to determine if the criteria for a positive delirium screen have been met. The Montreal Cognitive Assessment (MoCA) will also be used to evaluate cognitive differences at baseline during the preoperative evaluation.
Additionally, subjects will complete sleep disturbance questionnaires at the time of their baseline visit and at 1-, 3-, and 12 months after surgery including the Pittsburgh Sleep Quality Index (PSQI), Insomnia Severity Index (ISI), Epworth Sleepiness Scale (ESS), and a chronotype questionnaire (only asked at baseline). The Geriatric Depression Scale (GDS) and Generalized Anxiety Disorder 7 (GAD-7) questionnaires will be administered to gather information about the patient's mood. The PROMIS Pain Interference Short Form questionnaire and a Verbal Rating Scale will be used to assess pain experienced by the patients. The Functional Activities Questionnaire (FAQ), FRAIL Scale, and UCLA Loneliness Scale will be administered to assess physical and social function of the patient. These questionnaires can be administered at any point during the baseline and 1-month, 3-month, and 12-month follow-up periods (4 administrations, 1 at each period) at the hospital, over the phone, or via a secure REDCap survey patients can fill out remotely.
Patients will be contacted over the phone or through email across the course of participation to clarify study procedures and to coordinate virtual follow-up visits as necessary.
To assess for the impact of nutrition on the collected blood samples, a nutrition assessment will be performed prior to blood collection.
Details regarding patient-centered clinical outcomes, including delirium onset, delirium severity, mortality, and hospital length of stay, will be collected using our electronic medical record.
Blood Collection:
First blood draw (20ml): Preoperative day 0 (0-2 hours before surgery)
Second blood draw (10ml): Postoperative day 1 (± 1 day)
When possible, blood collection will be performed while the patient is under general anesthesia and be extracted from an indwelling line to minimize patient discomfort. Trained study staff may perform the phlebotomy, but we will not consider it a protocol deviation if blood cannot be collected due to insufficient staff training, IV availability, or patient refusal. A one-day window will be employed for the postoperative assessment to enhance collection efforts if a sample cannot be obtained on postoperative day one.
Targeted protein screens and metabolomics analysis will then be used to analyze blood to determine the relative metabolic and inflammatory protein abundance and steady-state metabolite levels at each timepoint.
Coded Samples: All blood samples will be assigned a unique sample ID, containing no identifiers that can be associated with the subject. The sample ID will be used for all data analysis and provided to the core facilities for analyses. The sample ID and associated patient MRN crosswalk will be stored in a secure and locked spreadsheet and only available to the MGB IRB-approved study team.
Sample Processing: Whole-blood samples will be collected and immediately processed for plasma and DNA isolation in the laboratory. Briefly, blood collected preoperatively will be transferred to a plasma and buffy coat separator tube with clot factor (EDTA - purple top tube), followed by centrifugation at 3000rpm for 30 minutes. The supernatant (plasma) and buffy coat (DNA) will then be collected, aliquoted, and stored at -80°C until further processing. Blood collected postoperatively will be transferred to a plasma separator tube with clot factor (NA citrate - blue top tube), followed by centrifugation at 3000rpm for 30 minutes. The supernatant (plasma) will then be collected, aliquoted, and stored at -80°C until further processing.
Genetic Analysis from Blood Samples: To gather information about AD variant genes, including APOE-ε4, we may send the coded blood samples for genotyping in-house at the MGH Center for Computational and Integrative Biology (per their published Mass General Brigham Members Genotyping rates). Results regarding the genotypic data will be securely stored in encrypted and password-protected devices per MGB requirements. No personal identifiers will be shared. Participants will not be made aware of their AD gene risk status.
Rigor and Reproducibility: The clinical study will follow institutional and federal guidelines for clinical research. All delirium assessments will be conducted by trained researchers. All source documents will be securely stored in encrypted and password protected devices in accordance with MGB requirements.
These study procedures will allow us to complete data analysis towards our objective of investigating the impact of sleep/circadian disruption on POD risk by defining the preoperative and postoperative profile of amyloid, tau, and neurodegeneration (ATN) biomarkers and proteomic signatures (inflammatory and metabolic) in older patients undergoing major non-cardiac surgery.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| Sleep and Circadian Rhythms biomarker cohort | Cohort will complete a series of blood sample donations (both intraoperatively and postoperatively) as well as complete daily neurocognitive assessments at baseline and on PODs 1 - 3. |
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| Measure | Description | Time Frame |
|---|---|---|
| Incidence of Delirium | Outcome will be assessed using the Confusion Assessment Method (CAM) | From postoperative day 1 to postoperative day 3 |
| Measure | Description | Time Frame |
|---|---|---|
| Severity of Delirium | CAM: Minimum Score=0, Maximum Score=19, Higher Scores: indicate increased severity of delirium | From postoperative day 1 to postoperative day 3 |
| Delirium-free Days | CAM |
| Measure | Description | Time Frame |
|---|---|---|
| Length of Hospital Stay | Medical Record Review | Date of hospital admission up until date of discharge, assessed up to 30 days |
Inclusion Criteria:
Exclusion Criteria:
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The Targeted/Planned enrollment for the proposed clinical study is consistent with the ethnic and racial composition of Suffolk County, MA. Please see below.
American Indian and Alaska Native - 0.7 Native Hawaiian and Other Pacific Islander - 0.2 Asian - 9.3 Black, not Hispanic or Latino - 24.3 White, not Hispanic or Latino - 45.2 Hispanic or Latino - 23.3 Two or more races - 3.7 Female - 51.7
| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| Lei Gao, MBBS | Contact | (617)888-2941 | lgao@mgh.harvard.edu | |
| Elizabeth Gleeson, BS | Contact | (650)704-6458 | egleeson1@mgh.harvard.edu |
| Name | Affiliation | Role |
|---|---|---|
| Lei Gao, MBBS | Massachusetts General Hospital | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Massachusetts General Hospital | Recruiting | Boston | Massachusetts | 02114 | United States |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 34558609 | Background | Ulsa MC, Xi Z, Li P, Gaba A, Wong PM, Saxena R, Scheer FAJL, Rutter M, Akeju O, Hu K, Gao L. Association of Poor Sleep Burden in Middle Age and Older Adults With Risk for Delirium During Hospitalization. J Gerontol A Biol Sci Med Sci. 2022 Mar 3;77(3):507-516. doi: 10.1093/gerona/glab272. | |
| 26158245 | Background |
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Patient specimens and data may be shared with individuals who are members of the IRB-approved research team or approved for sharing within the MGB network.
Data may be shared with collaborators once the study has been completed.
IRB approved research team members or approved collaborators within MGB.
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| ID | Term |
|---|---|
| D000071257 | Emergence Delirium |
| D060825 | Cognitive Dysfunction |
| D003704 | Dementia |
| ID | Term |
|---|---|
| D003693 | Delirium |
| D003221 | Confusion |
| D019954 | Neurobehavioral Manifestations |
| D009461 | Neurologic Manifestations |
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Blood samples
| Up until postoperative day 3, or up until postoperative day 7 or discharge for patients who are delirious beyond postoperative day 5 |
| Postoperative Cognitive Status | Telephone Montreal Cognitive Assessment (tMoCA): Minimum Score=0, Maximum Score=22, Higher Scores: indicate better cognitive function | Months 1, 3, and 12 after surgery |
| Postoperative Insomnia Symptom Severity | Insomnia Severity Index, with lower scores being considered better | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Sleep Quality | Pittsburgh Sleep Quality Index, with lower scores being considered better | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Sleepiness | Epworth Sleepiness Scale, with lower scores being considered better. | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Depression | Assessed via Geriatric Depression Scale with lower scores being considered better. | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Anxiety | Assessed via Generalized Anxiety Disorder - 7 with lower scores being considered better | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Physical Function | Functional Activities Questionnaire with lower scores being better | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Physical Frailty | FRAIL Scale with lower scores being better | Baseline and months 1, 3, and 12 after surgery |
| Postoperative Social Function | UCLA Loneliness Scale with lower scores being better | Baseline and months 1, 3, and 12 after surgery |
| Blood Delirium Biomarkers - IL-6 | Blood samples including whole blood and serum will be collected to define the pre and post-operative profiles of IL-6 biomarkers | Day of surgery up until postoperative day 3 |
| Blood Delirium Biomarkers - C-reactive protein | Blood samples including whole blood and serum will be collected to define the pre and post-operative profiles of C-reactive protein biomarkers | Day of surgery up until postoperative day 3 |
| Blood Delirium Biomarkers - Tau-PT181 | Blood samples including whole blood and serum will be collected to define the pre and post-operative profiles of Tau-PT181 biomarkers | Day of surgery up until postoperative day 3 |
| Blood Delirium Biomarkers - Tau-PT217 | Blood samples including whole blood and serum will be collected to define the pre and post-operative profiles of Tau-PT217 biomarkers | Day of surgery up until postoperative day 3 |
| Dessap AM, Roche-Campo F, Launay JM, Charles-Nelson A, Katsahian S, Brun-Buisson C, Brochard L. Delirium and Circadian Rhythm of Melatonin During Weaning From Mechanical Ventilation: An Ancillary Study of a Weaning Trial. Chest. 2015 Nov;148(5):1231-1241. doi: 10.1378/chest.15-0525. |
| 28159095 | Background | Miner B, Kryger MH. Sleep in the Aging Population. Sleep Med Clin. 2017 Mar;12(1):31-38. doi: 10.1016/j.jsmc.2016.10.008. Epub 2016 Dec 20. |
| 25535170 | Background | American Geriatrics Society Expert Panel on Postoperative Delirium in Older Adults. Postoperative delirium in older adults: best practice statement from the American Geriatrics Society. J Am Coll Surg. 2015 Feb;220(2):136-48.e1. doi: 10.1016/j.jamcollsurg.2014.10.019. Epub 2014 Nov 14. No abstract available. |
| 33625501 | Background | Gou RY, Hshieh TT, Marcantonio ER, Cooper Z, Jones RN, Travison TG, Fong TG, Abdeen A, Lange J, Earp B, Schmitt EM, Leslie DL, Inouye SK; SAGES Study Group. One-Year Medicare Costs Associated With Delirium in Older Patients Undergoing Major Elective Surgery. JAMA Surg. 2021 May 1;156(5):430-442. doi: 10.1001/jamasurg.2020.7260. |
| 33951153 | Background | Rahman S, Byatt K. Follow-up services for delirium after COVID-19-where now? Age Ageing. 2021 May 5;50(3):601-604. doi: 10.1093/ageing/afab014. |
| 19347026 | Background | Fong TG, Tulebaev SR, Inouye SK. Delirium in elderly adults: diagnosis, prevention and treatment. Nat Rev Neurol. 2009 Apr;5(4):210-20. doi: 10.1038/nrneurol.2009.24. |
| 34731233 | Background | O'Gara BP, Gao L, Marcantonio ER, Subramaniam B. Sleep, Pain, and Cognition: Modifiable Targets for Optimal Perioperative Brain Health. Anesthesiology. 2021 Dec 1;135(6):1132-1152. doi: 10.1097/ALN.0000000000004046. |
| 36808743 | Background | Gao L, Li P, Gaykova N, Zheng X, Gao C, Lane JM, Saxena R, Scheer FAJL, Rutter MK, Akeju O, Hu K. Circadian Rest-Activity Rhythms, Delirium Risk, and Progression to Dementia. Ann Neurol. 2023 Jun;93(6):1145-1157. doi: 10.1002/ana.26617. Epub 2023 Mar 3. |
| 38643014 | Derived | Sugg E, Gleeson E, Baker SN, Li P, Gao C, Mueller A, Deng H, Shen S, Franco-Garcia E, Saxena R, Musiek ES, Akeju O, Xie Z, Hu K, Gao L. Sleep and circadian biomarkers of postoperative delirium (SLEEP-POD): protocol for a prospective and observational cohort study. BMJ Open. 2024 Apr 19;14(4):e080796. doi: 10.1136/bmjopen-2023-080796. |
| D009422 |
| Nervous System Diseases |
| D011183 | Postoperative Complications |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D012816 | Signs and Symptoms |
| D019965 | Neurocognitive Disorders |
| D001523 | Mental Disorders |
| D003072 | Cognition Disorders |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |