Back to Authors

Auckley, Dennis

https://orcid.org/0000-0001-9668-7430

Mayo Clinic

MetroHealth Medical Center

Citations 11

Society of Anesthesia and Sleep Medicine Opinion Paper: High-Flow Nasal Oxygen Therapy for Early Postoperative Management of Patients With Sleep-Disordered Breathing
Pappu, Ameya , Auckley, Dennis , Cloward, Tom V., Dominguez, Jennifer E. , Dupuy-McCauley, Kara , Gali, Bhargavi , Gay, Peter C. , Hillman, David R. , McConville, Sarah S., Nafiu, Olubukola O. , Won, Christine , Gay, Peter, Singh, Mandeep

Anesthesia & Analgesia | February 25, 2025 | Volume: 141 | Issue: 4 | Pages: 740-747

10.1213/ane.0000000000007424 Get It

Physicians-in-training and advanced practice providers perceptions in managing perioperative obstructive sleep apnea: a multi-institutional survey
Lyons, M. Melanie , Auckley, Dennis , Charchaflieh, Jean , Myers, John V., Yılmaz, Meltem , Williams, Lisa , Khan, Meena , Card, Elizabeth , Gelfand, Brian J., Pilla, Michael A., Loftsgard, Theodore O. , Sawyer, Amy M. , Matura, Lea Ann , Carlucci, Melissa , Sahni, Ashima , Glaser, Kathleen, Ghussain, Dana E. Al, Bhatt, Nitin, Rosen, Ilene M. , Gali, Bhargavi , Mokhlesi, Babak , Ghussain, Dana Al, Brock, Guy , Magalang, Ulysses J

Journal of Clinical Sleep Medicine | December 31, 2024 | Volume: 21 | Issue: 5 | Pages: 765-773

10.5664/jcsm.11528 Get It

Meeting Report: 11th and 12th Annual Meetings of the Society of Anesthesia and Sleep Medicine: Taking Sleep Health Into the Next Decade
Pappu, Ameya , Ramachandran, Satya Krishna , Auckley, Dennis , Won, Christine , Gali, Bhargavi , Hargett, Mary J. , Nafiu, Olubukola O. , Dominguez, Jennifer E. , Singh, Mandeep

Anesthesia & Analgesia | September 21, 2023 | Volume: 137 | Issue: 6 | Pages: e45-e48

10.1213/ane.0000000000006632 Get It

Society of Anesthesia and Sleep Medicine Position Paper on Patient Sleep During Hospitalization
Hillman, David R. , Carlucci, Melissa , Charchaflieh, Jean , Cloward, Tom V., Gali, Bhargavi , Gay, Peter C. , Lyons, M. Melanie , McNeill, Margaret M. , Auckley, Dennis , Singh, Mandeep , Yılmaz, Meltem

Anesthesia & Analgesia | February 6, 2023 | Volume: 136 | Issue: 4 | Pages: 814-824

10.1213/ane.0000000000006395 Get It

This article addresses the issue of patient sleep during hospitalization, which the Society of Anesthesia and Sleep Medicine believes merits wider consideration by health authorities than it has received to date. Adequate sleep is fundamental to health and well-being, and insufficiencies in its duration, quality, or timing have adverse effects that are acutely evident. These include cardiovascular dysfunction, impaired ventilatory function, cognitive impairment, increased pain perception, psychomotor disturbance (including increased fall risk), psychological disturbance (including anxiety and depression), metabolic dysfunction (including increased insulin resistance and catabolic propensity), and immune dysfunction and proinflammatory effects (increasing infection risk and pain generation). All these changes negatively impact health status and are counterproductive to recovery from illness and operation. Hospitalization challenges sleep in a variety of ways. These challenges include environmental factors such as noise, bright light, and overnight awakenings for observations, interventions, and transfers; physiological factors such as pain, dyspnea, bowel or urinary dysfunction, or discomfort from therapeutic devices; psychological factors such as stress and anxiety; care-related factors including medications or medication withdrawal; and preexisting sleep disorders that may not be recognized or adequately managed. Many of these challenges appear readily addressable. The key to doing so is to give sleep greater priority, with attention directed at ensuring that patients’ sleep needs are recognized and met, both within the hospital and beyond. Requirements include staff education, creation of protocols to enhance the prospect of sleep needs being addressed, and improvement in hospital design to mitigate environmental disturbances. Hospitals and health care providers have a duty to provide, to the greatest extent possible, appropriate preconditions for healing. Accumulating evidence suggests that these preconditions include adequate patient sleep duration and quality. The Society of Anesthesia and Sleep Medicine calls for systematic changes in the approach of hospital leadership and staff to this issue. Measures required include incorporation of optimization of patient sleep into the objectives of perioperative and general patient care guidelines. These steps should be complemented by further research into the impact of hospitalization on sleep, the effects of poor sleep on health outcomes after hospitalization, and assessment of interventions to improve it.
International Consensus Statement on Obstructive Sleep Apnea
Chang, Jolie L. , Goldberg, Andrew N. , Alzoubaidi, Mohammed , Ashbrook, Liza , Auckley, Dennis , Ayappa, Indu , Bakhtiar, H., Bartley, Bethany L. , Billings, Martha E. , Boon, Maurits , Bosschieter, Pien F. N. , Braverman, Itzhak , Brodie, Kara D. , Caesar, Ray, Cahali, Michel Burihan, Cai, Yi , Cao, Michelle , Capasso, Robson , Caples, Sean M., Chang, Corissa P. , Chang, Katherine W. , Chaudhary, Nilika, Cheong, Crystal , Chowdhuri, Susmita , Cistulli, Peter A. , Claman, David M., Collen, Jacob , Coughlin, Kevin , Creamer, Jennifer , Davis, Eric M. , Dupuy-McCauley, Kara , Durr, Megan L. , Dutt, Mohan, Ali, Mazen El, Elkassabany, Nabil , Epstein, Lawrence J., Fiala, Justin A. , Freedman, Neil, Gill, Kirat, Gillespie, M. Boyd , Golisch, Lea, Gooneratne, Nalaka S., Gottlieb, Daniel J. , Green, Katherine K., Gurubhagavatula, Indira , Hayward, Nathan, Hoffmann, Oliver M. G., Holfinger, Steven , Hsia, Jennifer, Huoh, Kevin C. , Inala, Sanjana , Jobanputra, Aesha M. , Johnson, Andrew P. , Junna, Mithri R. , Kado, Jenna T. , Kaffenberger, Thomas M. , Khan, Meena , Kirsch, Douglas B. , Kominsky, Alan, Kryger, Meir H. , Kushida, Clete A. , Kuzniar, Thomas J., Lim, Diane C , Liu, Stanley Yung‐Chuan , MacKay, Stuart G. , Maurer, Joachim T. , May, Anna M. , Mitchell, Ron B. , Mullins, Anna , Nada, Eman , Naik, Sreelatha , Nokes, Brandon , Olson, Michael D. , Pang, Edward B. , Pang, Kenny P. , Perck, Eli Van de , Piccirillo, Jay F. , Pien, Grace W. , Plawecki, Andrea , Quigg, Mark , Ravesloot, Madeline J. L. , Redline, Susan , Rotenberg, Brian , Ryden, Armand, Sarmiento, Kathleen , Sbeih, Firas , Schell, Amy E., Schotland, Helena , Schwab, Richard J. , Seo, Jiyeon , Shah, Neomi , Shelgikar, Anita V., Shochat, Isaac , Soose, Ryan J. , Steele, Toby O. , Stephens, Erika M. , Stepnowsky, Carl , Thaler, Erica R. , Thapa, Sritika, Vries, Nico de, Weaver, Edward M. , Weir, Ian, Wolfe, Lisa F. , Woodson, B. Tucker , Won, Christine , Xu, Josie , Yalamanchi, Pratyusha , Yaremchuk, Kathleen , Yeghiazarians, Yerem, Yu, Jason L. , Zeidler, Michelle , Rosen, Ilene M. , Alt, Jeremiah A , Mohammed, Alzoubaidi , Ashbrook, Liza , Auckley, Dennis , Ayappa, Indu , Bartley, Bethany L , Braverman, Itzhak , Cahali, Michel B , Cai, Yi , Cheong, Crystal S J , Chowdhuri, Susmita , Cistulli, Peter A , Creamer, Jennifer , Dupuy-McCauley, Kara L , Durr, Megan L , Elkassabany, Nabil M , Fiala, Justin A , Gottlieb, Daniel J , Gulati, Arushi , Holfinger, Steven J , Huntley, Colin , Huyett, Phillip , Inala, Sanjana , Ishman, Stacey L , Jobanputra, Aesha M , Kado, Jenna T , Kezirian, Eric J , Kirsch, Douglas B , Kushida, Clete A , Lam, Derek J , Lettieri, Christopher J , Lin, Hsin-Ching , Magalang, Ulysses J , Malhotra, Atul , Mansukhani, Meghna P , Maurer, Joachim T , May, Anna M , Mitchell, Ron B , Mullins, Anna E , Nada, Eman M , Naik, Sreelatha , Nokes, Brandon T , Pack, Allan I , Pien, Grace W , Piper, Amanda J , Ravesloot, Madeline J L , Redline, Susan , Rotenberg, Brian W , Sarmiento, Kathleen F , Schmickl, Christopher N , Shelgikar, Anita Valanju , Shochat, Isaac , Soose, Ryan J , Steele, Toby O , Stephens, Erika , Strohl, Kingman P , Suurna, Maria V , Vanderveken, Olivier M , Yu, Jason L , Rosen, Ilene M , Alt, Jeremiah A. , Barrera, Jose Enrique , Cabrera‐Muffly, Cristina , Chahine, Lana M. , Hoff, Paul T. , Ishman, Stacey L. , Jella, Tarun K. , Kapur, Vishesh K. , Kezirian, Eric J. , Krystal, Andrew D. , Lam, Derek J. , Malhotra, Atul , Mansukhani, Meghna P. , Mokhlesi, Babak , Pack, Allan I , Patil, Susheel P. , Sutherland, Kate

International Forum of Allergy & Rhinology | September 7, 2022 | Volume: 13 | Issue: 7 | Pages: 1061-1482

10.1002/alr.23079 Get It

ABSTRACT Background Evaluation and interpretation of the literature on obstructive sleep apnea (OSA) allows for consolidation and determination of the key factors important for clinical management of the adult OSA patient. Toward this goal, an international collaborative of multidisciplinary experts in sleep apnea evaluation and treatment have produced the International Consensus statement on Obstructive Sleep Apnea (ICS:OSA). Methods Using previously defined methodology, focal topics in OSA were assigned as literature review (LR), evidence‐based review (EBR), or evidence‐based review with recommendations (EBR‐R) formats. Each topic incorporated the available and relevant evidence which was summarized and graded on study quality. Each topic and section underwent iterative review and the ICS:OSA was created and reviewed by all authors for consensus. Results The ICS:OSA addresses OSA syndrome definitions, pathophysiology, epidemiology, risk factors for disease, screening methods, diagnostic testing types, multiple treatment modalities, and effects of OSA treatment on multiple OSA‐associated comorbidities. Specific focus on outcomes with positive airway pressure (PAP) and surgical treatments were evaluated. Conclusion This review of the literature consolidates the available knowledge and identifies the limitations of the current evidence on OSA. This effort aims to create a resource for OSA evidence‐based practice and identify future research needs. Knowledge gaps and research opportunities include improving the metrics of OSA disease, determining the optimal OSA screening paradigms, developing strategies for PAP adherence and longitudinal care, enhancing selection of PAP alternatives and surgery, understanding health risk outcomes, and translating evidence into individualized approaches to therapy.
0363 Perceptions of the Need for Perioperative OSA Education: An Interdisciplinary and Multi-Institutional Survey
Gali, Bhargavi , Auckley, Dennis , Myers, John C., Charchaflieh, Jean , Yılmaz, Meltem , Khan, Meena , Card, Elizabeth , Gelfand, Brain, Pilla, Michael A., Loftsgard, Theodore O. , Matura, Lea Ann , Carlucci, Melissa , Sahni, Ashima , Glaser, Kathleen, Ghussain, Dana Al, Rosen, Ilene M. , Lyons, M. Melanie , Mokhlesi, Babak , Williams, Lisa, Sawyer, Amy M. , Brock, Guy , Magalang, Ulysses J , Pack, Allan I

Sleep | May 31, 2022 | Volume: 45 | Issue: Supplement_1 | Pages: A163-A164

10.1093/sleep/zsac079.360 Get It

Abstract Introduction Advanced Practice Providers (APPs; Advanced practice registered nurses, physician assistants) and physicians-in-training (residents, fellows) receive inadequate education on obstructive sleep apnea (OSA)/perioperative OSA risks. However, they are front-line providers assessing these patients. Failure to mitigate this risk has led to significant postoperative morbidity/mortality. We assessed these providers’ perceptions to OSA/perioperative OSA training. Methods Surveys were sent to three provider roles, APPs, residents, and fellows, in four categories of practice at nine academic institutions between May 9-June 30, 2021. Chi-square and Fisher’s exact tests assessed association between survey responses and participant characteristics. False discovery rate adjustment accounted for multiple comparisons, threshold of q<0.05 for statistical significance. Cochran-Mantel-Haenzsel tests evaluated associations stratified by institution. Results 2236 of 6724 (33.3%) participants responded: 48.4% APPs, 11% Fellows and 40.6% Residents. Primary category of practice included: 20.3% Anesthesiology, 8.9% Family Medicine, 34.1%, Internal Medicine (IM)/IM subspecialties, 6.7% Obstetrics/Gynecology/Gynecologic Oncology, 25.9% Surgery/Surgery subspecialties, 4.1% Other.While 93.2% of respondents believed OSA is a risk factor for perioperative complications, fewer respondents reported that they felt adequately trained to assess for OSA (50.9%) in general, with significant differences noted by provider role (range 42-70%, q=0.001) and across the categories of practice (range 12-82%, q=0.001). Even fewer felt adequately trained to assess for OSA in perioperative patients (38.2%) with significant differences noted by provider role (range 31-52%, q=0.001) and across the categories of practice (range 15-84%, q=0.001).Across all categories of practice, respondents indicated that they would like additional educational training about OSA (76.7%). This varied by clinical role (range 64-82%, q=0.003), but not categories of practice (range 73-84%, q=0.13). Furthermore, respondents indicated they also desired additional education about OSA in the perioperative patient (75.5%). This extended across all clinical roles (range 68-77%, q=0.09) and categories of practice (range 72-80%, q=0.09). Conclusion We found significant differences in APP and physician-in-training perceptions of the adequacy of their current training and desire for further OSA/perioperative OSA education. Our study identifies a critical gap and opportunity to improve provider understanding and patient care. Support (If Any) American Academy of Sleep Medicine Foundation (AASMF) award.
Integrating Sleep Knowledge Into the Anesthesiology Curriculum
Singh, Mandeep , Gali, Bhargavi , Levine, Mark, Auckley, Dennis , Strohl, Kingman P

Anesthesia & Analgesia | April 17, 2021 | Volume: 132 | Issue: 5 | Pages: 1296-1305

10.1213/ane.0000000000005490 Get It

There is common ground between the specialties of anesthesiology and sleep medicine. Traditional sleep medicine curriculum for anesthesiology trainees has revolved around the discussion of obstructive sleep apnea (OSA) and its perioperative management. However, it is time to include a broader scope of sleep medicine–related topics that overlap these specialties into the core anesthesia residency curriculum. Five main core competency domains are proposed, including SLeep physiology; Evaluation of sleep health; Evaluation for sleep disorders and clinical implications; Professional and academic roles; and WELLness (SLEEP WELL). The range of topics include not only the basics of the physiology of sleep and sleep-disordered breathing (eg, OSA and central sleep apnea) but also insomnia, sleep-related movement disorders (eg, restless legs syndrome), and disorders of daytime hypersomnolence (eg, narcolepsy) in the perioperative and chronic pain settings. Awareness of these topics is relevant to the scope of knowledge of anesthesiologists as perioperative physicians as well as to optimal sleep health and physician wellness and increase consideration among current anesthesiology trainees for the value of dual credentialing in both these specialties.
Identification of Sleep Medicine and Anesthesia Core Topics for Anesthesia Residency: A Modified Delphi Technique Survey
Berezin, Linor, Nagappa, Mahesh , Clivatti, Jefferson, Singh, Mandeep , Auckley, Dennis , Charchaflieh, Jean , Gali, Bhargavi , Joshi, Girish P. , Overdyk, Frank J. , Margarson, Michael, Moon, Tiffany S. , Ramachandran, Satya Krishna , Ryan, Clodagh M. , Won, Christine , Wong, Jean , Fagerlund, Malin Jonsson , Mokhlesi, Babak , Schumann, Roman , Weingarten, Toby N. , Chung, Frances

Anesthesia & Analgesia | April 17, 2021 | Volume: 132 | Issue: 5 | Pages: 1223-1230

10.1213/ane.0000000000005446 Get It

BACKGROUND: Sleep disorders affect up to 25% of the general population and are associated with increased risk of adverse perioperative events. The key sleep medicine topics that are most important for the practice of anesthesiology have not been well-defined. The objective of this study was to determine the high-priority sleep medicine topics that should be included in the education of anesthesia residents based on the insight of experts in the fields of anesthesia and sleep medicine. METHODS: We conducted a prospective cross-sectional survey of experts in the fields of sleep medicine and anesthesia based on the Delphi technique to establish consensus on the sleep medicine topics that should be incorporated into anesthesia residency curricula. Consensus for inclusion of a topic was defined as >80% of all experts selecting “agree” or “strongly agree” on a 5-point Likert scale. Responses to the survey questions were analyzed with descriptive statistical methods and presented as percentages or weighted mean values with standard deviations (SD) for Likert scale data. RESULTS: The topics that were found to have 100% agreement among experts were the influence of opioids and anesthetics on control of breathing and upper airway obstruction; potential interactions of wake-promoting/hypnotic medications with anesthetic agents; effects of sleep and anesthesia on upper airway patency; and anesthetic management of sleep apnea. Less than 80% agreement was found for topics on the anesthetic implications of other sleep disorders and future pathways in sleep medicine and anesthesia. CONCLUSIONS: We identify key topics of sleep medicine that can be included in the future design of anesthesia residency training curricula.
Postoperative Critical Events Associated With Obstructive Sleep Apnea: Results From the Society of Anesthesia and Sleep Medicine Obstructive Sleep Apnea Registry
Bolden, Norman, Posner, Karen L. , Domino, Karen B. , Auckley, Dennis , Benumof, Jonathan L., Herway, Seth T., Hillman, David R. , Mincer, Shawn L., Overdyk, Frank J. , Warner, Lindsay L. , Samuels, David J., Weingarten, Toby N. , Chung, Frances

Anesthesia & Analgesia | July 16, 2020 | Volume: 131 | Issue: 4 | Pages: 1032-1041

10.1213/ane.0000000000005005 Get It

BACKGROUND: Obstructive sleep apnea (OSA) patients are at increased risk for pulmonary and cardiovascular complications; perioperative mortality risk is unclear. This report analyzes cases submitted to the OSA Death and Near Miss Registry, focusing on factors associated with poor outcomes after an OSA-related event. We hypothesized that more severe outcomes would be associated with OSA severity, less intense monitoring, and higher cumulative opioid doses. METHODS: Inclusion criteria were age ≥18 years, OSA diagnosed or suspected, event related to OSA, and event occurrence 1992 or later and <30 days postoperatively. Factors associated with death or brain damage versus other critical events were analyzed by tests of association and odds ratios (OR; 95% confidence intervals [CIs]). RESULTS: Sixty-six cases met inclusion criteria with known OSA diagnosed in 55 (83%). Patients were middle aged (mean = 53, standard deviation [SD] = 15 years), American Society of Anesthesiologists (ASA) III (59%, n = 38), and obese (mean body mass index [BMI] = 38, SD = 9 kg/m 2 ); most had inpatient (80%, n = 51) and elective (90%, n = 56) procedures with general anesthesia (88%, n = 58). Most events occurred on the ward (56%, n = 37), and 14 (21%) occurred at home. Most events (76%, n = 50) occurred within 24 hours of anesthesia end. Ninety-seven percent (n = 64) received opioids within the 24 hours before the event, and two-thirds (41 of 62) also received sedatives. Positive airway pressure devices and/or supplemental oxygen were in use at the time of critical events in 7.5% and 52% of cases, respectively. Sixty-five percent (n = 43) of patients died or had brain damage; 35% (n = 23) experienced other critical events. Continuous central respiratory monitoring was in use for 3 of 43 (7%) of cases where death or brain damage resulted. Death or brain damage was (1) less common when the event was witnessed than unwitnessed (OR = 0.036; 95% CI, 0.007–0.181; P < .001); (2) less common with supplemental oxygen in place (OR = 0.227; 95% CI, 0.070–0.740; P = .011); (3) less common with respiratory monitoring versus no monitoring (OR = 0.109; 95% CI, 0.031–0.384; P < .001); and (4) more common in patients who received both opioids and sedatives than opioids alone (OR = 4.133; 95% CI, 1.348–12.672; P = .011). No evidence for an association was observed between outcomes and OSA severity or cumulative opioid dose. CONCLUSIONS: Death and brain damage were more likely to occur with unwitnessed events, no supplemental oxygen, lack of respiratory monitoring, and coadministration of opioids and sedatives. It is important that efforts be directed at providing more effective monitoring for OSA patients following surgery, and clinicians consider the potentially dangerous effects of opioids and sedatives—especially when combined—when managing OSA patients postoperatively.
Prediction of Opioid-Induced Respiratory Depression on Inpatient Wards Using Continuous Capnography and Oximetry: An International Prospective, Observational Trial
Uezono, Shoichi , Ti, Lian Kah , McIntyre, Robert C. , Tornero, Carlos , Dahan, Albert , Saager, Leif , Wittmann, Mária , Auckley, Dennis , Soto, Roy G. , Schramm, Frank, Ayad, Sabry , Kaw, Roop , Stefano, Paola Di, Moll, Vanessa , Dempsey, Susan J., Bühre, Wolfgang , Overdyk, Frank J. , Collaborators, on behalf of the PRediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) Group, Fiorda‐Diaz, Juan , Khanna, Ashish K. , Bergese, Sergio D. , Jungquist, Carla R. , Morimatsu, Hiroshi , Lee, Simon , Urman, Richard D , Weingarten, Toby N. , Brazzi, Luca , Guen, Morgan Le , Schramm, Frank, Sessler, Daniel I. , Uribe, Alberto A. , Collaborators, on behalf of the PRediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) Group, Law, Lawrence Siu‐Chun

Anesthesia & Analgesia | April 18, 2020 | Volume: 131 | Issue: 4 | Pages: 1012-1024

10.1213/ane.0000000000004788 Get It

BACKGROUND: Opioid-related adverse events are a serious problem in hospitalized patients. Little is known about patients who are likely to experience opioid-induced respiratory depression events on the general care floor and may benefit from improved monitoring and early intervention. The trial objective was to derive and validate a risk prediction tool for respiratory depression in patients receiving opioids, as detected by continuous pulse oximetry and capnography monitoring. METHODS: PRediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) was a prospective, observational trial of blinded continuous capnography and oximetry conducted at 16 sites in the United States, Europe, and Asia. Vital signs were intermittently monitored per standard of care. A total of 1335 patients receiving parenteral opioids and continuously monitored on the general care floor were included in the analysis. A respiratory depression episode was defined as respiratory rate ≤5 breaths/min (bpm), oxygen saturation ≤85%, or end-tidal carbon dioxide ≤15 or ≥60 mm Hg for ≥3 minutes; apnea episode lasting >30 seconds; or any respiratory opioid-related adverse event. A risk prediction tool was derived using a multivariable logistic regression model of 46 a priori defined risk factors with stepwise selection and was internally validated by bootstrapping. RESULTS: One or more respiratory depression episodes were detected in 614 (46%) of 1335 general care floor patients (43% male; mean age, 58 ± 14 years) continuously monitored for a median of 24 hours (interquartile range [IQR], 17–26). A multivariable respiratory depression prediction model with area under the curve of 0.740 was developed using 5 independent variables: age ≥60 (in decades), sex, opioid naivety, sleep disorders, and chronic heart failure. The PRODIGY risk prediction tool showed significant separation between patients with and without respiratory depression ( P < .001) and an odds ratio of 6.07 (95% confidence interval [CI], 4.44–8.30; P < .001) between the high- and low-risk groups. Compared to patients without respiratory depression episodes, mean hospital length of stay was 3 days longer in patients with ≥1 respiratory depression episode (10.5 ± 10.8 vs 7.7 ± 7.8 days; P < .0001) identified using continuous oximetry and capnography monitoring. CONCLUSIONS: A PRODIGY risk prediction model, derived from continuous oximetry and capnography, accurately predicts respiratory depression episodes in patients receiving opioids on the general care floor. Implementation of the PRODIGY score to determine the need for continuous monitoring may be a first step to reduce the incidence and consequences of respiratory compromise in patients receiving opioids on the general care floor.