RESUMEN
BACKGROUND: The proliferation of wearable technology presents a novel opportunity for perioperative activity monitoring; however, the association between perioperative activity level and readmission remains underexplored. This study sought to determine whether physical activity data captured by wearable technology before and after colorectal surgery can be used to predict 30-day readmission. METHODS: In this prospective observational cohort study of adults undergoing elective major colorectal surgery (January 2018 to February 2019) at a single institution, participants wore an activity monitor 30 days before and after surgery. The primary outcome was return to baseline percentage, defined as step count on the day before discharge as a percentage of mean preoperative daily step count, among readmitted and non-readmitted patients. RESULTS: 94 patients had sufficient data available for analysis, of which 16 patients (17.0%) were readmitted within 30 days following discharge. Readmitted patients achieved a lower return to baseline percentage compared to patients who were not readmitted (median 15.1% vs. 31.8%; P = 0.004). On multivariable analysis adjusting for readmission risk and hospital length of stay, an absolute increase of 10% in return to baseline percentage was associated with a 40% decreased risk of 30-day readmission (odds ratio 0.60; P = 0.02). Analysis of the receiver operating characteristic curve identified 28.9% as an optimal return to baseline percent threshold for predicting readmission. CONCLUSIONS: Achieving a higher percentage of an individual's preoperative baseline activity level on the day prior to discharge after major colorectal surgery is associated with decreased risk of 30-day hospital readmission.
Asunto(s)
Cirugía Colorrectal , Dispositivos Electrónicos Vestibles , Adulto , Humanos , Tiempo de Internación , Readmisión del Paciente , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Complicaciones Posoperatorias/prevención & control , Estudios Prospectivos , Estudios Retrospectivos , Factores de RiesgoRESUMEN
BACKGROUND: While total sleep duration and rapid eye movement (REM) sleep duration have been associated with long-term mortality in non-surgical cohorts, the impact of preoperative sleep on postoperative outcomes has not been well studied. METHODS: In this secondary analysis of a prospective observational cohort study, patients who recorded at least 1 sleep episode using a consumer wearable device in the 7 days before elective colorectal surgery were included. 30-day postoperative outcomes among those who did and did not receive at least 6 h of total sleep, as well as those who did and did not receive at least 1 h of rapid eye movement (REM) sleep, were compared. RESULTS: 34 out of 95 (35.8%) patients averaged at least 6 h of sleep per night, while 44 out of 82 (53.7%) averaged 1 h or more of REM sleep. Patients who slept less than 6 h had similar postoperative outcomes compared to those who slept 6 h or more. Patients who averaged less than 1 h of REM sleep, compared to those who achieved 1 h or more of REM sleep, had significantly higher rates of complication development (29.0% vs. 9.1%, P = 0.02), and return to the OR (10.5% vs. 0%, P = 0.04). After adjustment for confounding factors, increased REM sleep duration remained significantly associated with decreased complication development (increase in REM sleep from 50 to 60 min: OR 0.72, P = 0.009; REM sleep ≥ 1 h: OR 0.22, P = 0.03). CONCLUSION: In this cohort of patients undergoing elective colorectal surgery, those who developed a complication within 30 days were less likely to average at least 1 h of REM sleep in the week before surgery than those who did not develop a complication. Preoperative REM sleep duration may represent a risk factor for surgical complications; however additional research is necessary to confirm this relationship.
Asunto(s)
Cirugía Colorrectal , Procedimientos Quirúrgicos del Sistema Digestivo , Procedimientos Quirúrgicos Electivos/efectos adversos , Humanos , Estudios Prospectivos , Sueño REMRESUMEN
BACKGROUND: The implementation of protocolized care pathways has resulted in major improvements in surgical outcomes. Additional gains will require focused efforts to alter preexisting risk. Prehabilitation programs provide a promising avenue for risk reduction. OBJECTIVE: This study used wearable technology to monitor activity levels before colorectal surgery to evaluate the impact of preoperative activity on postoperative outcomes. DESIGN: This was a prospective nonrandomized observational study. SETTINGS: The study was conducted at a large academic medical center. PATIENTS: Patients undergoing elective colorectal surgery from January 2018 to February 1, 2019, were included. MAIN OUTCOME MEASURES: Patients were trained in the usage of wearable activity-tracking devices and instructed to wear the device for 30 days before surgery. Patients were stratified as active (≥5000 steps per day) and inactive (<5000 steps per day) based on preoperative step counts. Univariate analyses compared postoperative outcomes. Multivariable regression models analyzed the impact of preoperative activity on postoperative complications, adjusting for each patient's baseline risk as calculated using the American College of Surgeons National Surgical Quality Improvement Program Surgical Risk Calculator. Models were rerun without the addition of activity and the predictive ability of the models compared. RESULTS: Ninety-nine patients were included, with 40 (40.4%) classified as active. Active patients experienced fewer overall complications (11/40 (27.5%) vs 33/59 (55.9%); p = 0.005) and serious complications (2/40 (5%) vs 12/59 (20.3%); p = 0.032). Increased preoperative activity was associated with a decreased risk of any postoperative complication (OR = 0.386; p = 0.0440) on multivariable analysis. The predictive ability of the models for complications and serious complications was improved with the addition of physical activity. LIMITATIONS: The study was limited by its small sample size and single institution. CONCLUSIONS: There is significant room for improvement in baseline preoperative activity levels of patients undergoing colorectal surgery, and poor activity is associated with increased postoperative complications. These data will serve as the basis for an interventional trial investigating whether wearable devices help improve surgical outcomes through a monitored preoperative exercise program. See Video Abstract at http://links.lww.com/DCR/B145. TECNOLOGÍA PORTÁTIL EN EL PERÍODO PERIOPERATORIO: PREDICCIÓN DEL RIESGO DE COMPLICACIONES POSTOPERATORIAS EN PACIENTES SOMETIDOS A CIRUGÍA COLORRECTAL ELECTIVA: La implementación de vías de atención protocolizadas ha dado lugar a importantes mejoras en los resultados quirúrgicos. Para obtener más beneficios será necesario realizar esfuerzos concentrados para modificar el riesgo preexistente. Los programas de rehabilitación proporcionan una vía prometedora para la reducción del riesgo.Este estudio utilizó tecnología portátil para monitorear los niveles de actividad antes de la cirugía colorrectal para evaluar el impacto de la actividad preoperatoria en los resultados postoperatorios.Estudio observacional prospectivo no aleatorizado.Gran centro médico académico.Pacientes sometidos a cirugía colorrectal electiva desde enero de 2018 hasta el 1 de febrero de 2019.Los pacientes fueron entrenados en el uso de dispositivos portátiles para el seguimiento de la actividad y se les indicó usar el dispositivo durante 30 días antes de la cirugía. Los pacientes fueron estratificados como activos (> 5000 pasos / día) e inactivos (<5000 pasos / día) en base a los recuentos de pasos preoperatorios. Los análisis univariados compararon los resultados postoperatorios. Los modelos de regresión multivariable analizaron el impacto de la actividad preoperatoria en las complicaciones postoperatorias, ajustando el riesgo de referencia de cada paciente según lo calculado utilizando la Calculadora de riesgo quirúrgico del Programa Nacional de Mejora de la Calidad Quirúrgica del Colegio Americano de Cirujanos. Los modelos se volvieron a ejecutar sin agregar actividad, y se comparó la capacidad de predicción de los modelos.Noventa y nueve pacientes fueron incluidos con 40 (40.4%) clasificados como activos. Los pacientes activos experimentaron menos complicaciones generales [11/40 (27,5%) frente a 33/59 (55,9%); p = 0,005] y complicaciones graves [2/40 (5%) frente a 12/59 (20,3%); p = 0,032]. El aumento de la actividad preoperatoria se asoció con una disminución del riesgo de cualquier complicación postoperatoria (OR 0.386, p = 0.0440) en el análisis multivariable. La capacidad predictiva de los modelos para complicaciones y complicaciones graves mejoró con la adición de actividad física.Tamaño de muestra pequeño, una sola institución.Existe un margen significativo para mejorar los niveles basales de actividad preoperatoria de los pacientes de cirugía colorrectal, y la escasa actividad se asocia con mayores complicaciones postoperatorias. Estos datos servirán de base para un ensayo intervencionista que investigue si los dispositivos portátiles ayudan a mejorar los resultados quirúrgicos a través de un programa de ejercicio preoperatorio monitoreado. Consulte Video Resumen en http://links.lww.com/DCR/B145.