PRediction of Opioid-induced Respiratory Depression In Patients Monitored by capnoGraphY
PRODIGY
1 other identifier
interventional
1,495
7 countries
16
Brief Summary
PRODIGY is a prospective, multi-center, post-market, international cohort study. The primary objective of this study is to derive a score to identify subjects at risk to have respiratory depression (RD) episodes in patients undergoing opioid therapy in the hospital ward and monitored by capnography. The score will be derived by using subjects within the derivation cohort and internally validated using subjects within the validation cohort. The primary endpoint used to derive the score will be the occurrence of RD episodes derived by Capnostream 20p device memory data combined with clinical data and validated by an independent Clinical Endpoint Committee (CEC) during the study course.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for not_applicable
Started Apr 2017
16 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
June 21, 2016
CompletedFirst Posted
Study publicly available on registry
June 23, 2016
CompletedStudy Start
First participant enrolled
April 7, 2017
CompletedPrimary Completion
Last participant's last visit for primary outcome
May 7, 2018
CompletedStudy Completion
Last participant's last visit for all outcomes
May 7, 2018
CompletedResults Posted
Study results publicly available
June 12, 2019
CompletedJune 12, 2019
April 1, 2019
1.1 years
June 21, 2016
April 25, 2019
May 17, 2019
Conditions
Outcome Measures
Primary Outcomes (2)
Determine Number of Subjects With RD While on Opioid Therapy
Continuous respiratory monitoring using a Capnostream monitor will be included for collecting data for end tidal carbon dioxide (etCO2) and Oxygen saturation (SpO2). Positive RD determination was provided by an independent Clinical Event Committee, by assessing the following parameters: * etCO2 ≤ 15 or ≥ 60 mmHg for ≥ 3 minutes, or * RR ≤ 5 breaths for ≥ 3 minutes, or * SpO2 ≤ 85% for ≥ 3 minutes, or * Apnea episode lasting \> 30 seconds, or * Any respiratory Opioid-Related Adverse Event (rORADE).
48 hours
To Derive and Validate a Risk Assessment Tool to Identify Subjects at Risk of Having RD While Undergoing Opioid Therapy on the Hospital Ward
A risk assessment tool will be derived and validated using the incidence of RD episodes captured by continuous capnography and pulse oximetry measurements recorded on the Capnostream device memory data in conjunction with the clinical data as reported by the investigator.
48 hours
Study Arms (1)
Patients monitored by capnography
OTHERCapnography and pulse oximetry monitoring data will be collected for up to 48 hours while patients are on the hospital ward. In addition, a 1-month follow up will be completed.
Interventions
Capnography and pulse oximetry monitoring data will be collected for up to 48 hours while patients are on the hospital ward. In addition, a 1-month follow up will be completed.
Eligibility Criteria
You may qualify if:
- Patients receiving parenteral opioid therapy (for post-surgical or non-surgical) pain on the hospital ward.
- Adult age (≥18 year old in US and Europe; ≥20 years old in Japan; ≥21 years old in Singapore).
- Patient is able and willing to give informed consent.
You may not qualify if:
- Expected length of stay ≤ 24 hours.
- Patient is receiving intrathecal opioids.
- Post-surgical patients with American Society of Anesthesiologists physical status (ASA PS) V or higher.
- Patients with the status of Do Not Resuscitate (DNR), hospice, or receiving end of life therapy.
- Ventilated or intubated patients.
- Patient is unwilling or unable to comply fully with study procedures (including non-toleration of the capnography cannula) due to any disease condition which can raise doubt about compliance and influencing the study outcome.
- Patient is a member of a vulnerable population, including legal incapacity or evidence that a subject cannot understand the purpose and risks of the study, regardless of authorized representative support.
- Patient is participating in another potentially confounding drug or device clinical study.
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Medtronic - MITGlead
Study Sites (16)
University of Colorado Hospital
Aurora, Colorado, 80045, United States
Emory University Hospital
Atlanta, Georgia, 30322, United States
Brigham and Women's Hospital
Boston, Massachusetts, 02115, United States
Beaumont Hospital - Royal Oak
Royal Oak, Michigan, 48073, United States
Buffalo General Medical Center
Buffalo, New York, 14203, United States
MetroHealth Medical Center
Cleveland, Ohio, 44109, United States
Cleveland Clinic
Cleveland, Ohio, 44195, United States
The Ohio State University Wexner Medical Center
Columbus, Ohio, 43210, United States
Providence Regional Medical Center Everett
Everett, Washington, 98201-1689, United States
Hospital Foch
Suresnes, 92151, France
University Hospital Bonn
Bonn, 53127, Germany
Okayama University Hospital
Okayama, 700-8558, Japan
The Jikei University School of Medicine Hospital
Tokyo, 105-8471, Japan
Maastricht UMC+
Maastricht, Limburg, 6229 HX, Netherlands
National University Hospital
Singapore, 119074, Singapore
Hospital Clínico Universitario de Valencia
Valencia, 46010, Spain
Related Publications (12)
Overdyk FJ, Carter R, Maddox RR, Callura J, Herrin AE, Henriquez C. Continuous oximetry/capnometry monitoring reveals frequent desaturation and bradypnea during patient-controlled analgesia. Anesth Analg. 2007 Aug;105(2):412-8. doi: 10.1213/01.ane.0000269489.26048.63.
PMID: 17646499BACKGROUNDJarzyna D, Jungquist CR, Pasero C, Willens JS, Nisbet A, Oakes L, Dempsey SJ, Santangelo D, Polomano RC. American Society for Pain Management Nursing guidelines on monitoring for opioid-induced sedation and respiratory depression. Pain Manag Nurs. 2011 Sep;12(3):118-145.e10. doi: 10.1016/j.pmn.2011.06.008.
PMID: 21893302BACKGROUNDCashman JN, Dolin SJ. Respiratory and haemodynamic effects of acute postoperative pain management: evidence from published data. Br J Anaesth. 2004 Aug;93(2):212-23. doi: 10.1093/bja/aeh180. Epub 2004 May 28.
PMID: 15169738BACKGROUNDSun Z, Sessler DI, Dalton JE, Devereaux PJ, Shahinyan A, Naylor AJ, Hutcherson MT, Finnegan PS, Tandon V, Darvish-Kazem S, Chugh S, Alzayer H, Kurz A. Postoperative Hypoxemia Is Common and Persistent: A Prospective Blinded Observational Study. Anesth Analg. 2015 Sep;121(3):709-715. doi: 10.1213/ANE.0000000000000836.
PMID: 26287299BACKGROUNDDoufas AG, Laporta ML, Driver CN, Di Piazza F, Scardapane M, Bergese SD, Urman RD, Khanna AK, Weingarten TN; Prediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) Group Investigators. Incidence of postoperative opioid-induced respiratory depression episodes in patients on room air or supplemental oxygen: a post-hoc analysis of the PRODIGY trial. BMC Anesthesiol. 2023 Oct 4;23(1):332. doi: 10.1186/s12871-023-02291-x.
PMID: 37794334DERIVEDKor JJ, Sprung J, Khanna AK, Weingarten TN. Continuous Monitoring Detected Respiratory Depressive Episodes in Proximity to Adverse Respiratory Events During the PRODIGY Trial. J Patient Saf. 2022 Dec 1;18(8):738-741. doi: 10.1097/PTS.0000000000001003. Epub 2022 Apr 27.
PMID: 35405725DERIVEDSim MA, Seet E, Khanna AK, Weingarten TN, Liew L, Law LS, Liu KE, Di Piazza F, Ti LK; PRediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) Group Investigators. Association Between Race and Opioid-Induced Respiratory Depression: An International Post Hoc Analysis of the Prediction of Opioid-induced Respiratory Depression In Patients Monitored by Capnography Trial. Anesth Analg. 2022 Nov 1;135(5):1097-1105. doi: 10.1213/ANE.0000000000006006. Epub 2022 Mar 29.
PMID: 35350054DERIVEDKhanna AK, Jungquist CR, Buhre W, Soto R, Di Piazza F, Saager L; PRediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) Group Investigators. Modeling the Cost Savings of Continuous Pulse Oximetry and Capnography Monitoring of United States General Care Floor Patients Receiving Opioids Based on the PRODIGY Trial. Adv Ther. 2021 Jul;38(7):3745-3759. doi: 10.1007/s12325-021-01779-7. Epub 2021 May 24.
PMID: 34031858DERIVEDKhanna AK, Saager L, Bergese SD, Jungquist CR, Morimatsu H, Uezono S, Ti LK, Soto R, Jiang W, Buhre W. Opioid-induced respiratory depression increases hospital costs and length of stay in patients recovering on the general care floor. BMC Anesthesiol. 2021 Mar 20;21(1):88. doi: 10.1186/s12871-021-01307-8.
PMID: 33743588DERIVEDUrman RD, Khanna AK, Bergese SD, Buhre W, Wittmann M, Le Guen M, Overdyk FJ, Di Piazza F, Saager L. Postoperative opioid administration characteristics associated with opioid-induced respiratory depression: Results from the PRODIGY trial. J Clin Anesth. 2021 Jun;70:110167. doi: 10.1016/j.jclinane.2021.110167. Epub 2021 Jan 22.
PMID: 33493688DERIVEDKhanna AK, Bergese SD, Jungquist CR, Morimatsu H, Uezono S, Lee S, Ti LK, Urman RD, McIntyre R Jr, Tornero C, Dahan A, Saager L, Weingarten TN, Wittmann M, Auckley D, Brazzi L, Le Guen M, Soto R, Schramm F, Ayad S, Kaw R, Di Stefano P, Sessler DI, Uribe A, Moll V, Dempsey SJ, Buhre W, Overdyk FJ; PRediction of Opioid-induced respiratory Depression In patients monitored by capnoGraphY (PRODIGY) Group Collaborators. Prediction of Opioid-Induced Respiratory Depression on Inpatient Wards Using Continuous Capnography and Oximetry: An International Prospective, Observational Trial. Anesth Analg. 2020 Oct;131(4):1012-1024. doi: 10.1213/ANE.0000000000004788.
PMID: 32925318DERIVEDKhanna AK, Overdyk FJ, Greening C, Di Stefano P, Buhre WF. Respiratory depression in low acuity hospital settings-Seeking answers from the PRODIGY trial. J Crit Care. 2018 Oct;47:80-87. doi: 10.1016/j.jcrc.2018.06.014. Epub 2018 Jun 18.
PMID: 29936327DERIVED
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Limitations and Caveats
Inconsistent reporting of opioid dosing frequency and amounts which led to the use of opioid naïve as a predictor, versus dose ranges. The scoring system should be further validated in a different study as an external validation.
Results Point of Contact
- Title
- Melanie Crystal, Sr. Clinical Program Manager
- Organization
- Medtronic - MITG, RGI
Study Officials
- STUDY CHAIR
Frank J Overdyk
Roper St. Francis Healthcare
Publication Agreements
- PI is Sponsor Employee
- No
- Restrictive Agreement
- No
Study Design
- Study Type
- interventional
- Phase
- not applicable
- Allocation
- NA
- Masking
- NONE
- Purpose
- SCREENING
- Intervention Model
- SINGLE GROUP
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
June 21, 2016
First Posted
June 23, 2016
Study Start
April 7, 2017
Primary Completion
May 7, 2018
Study Completion
May 7, 2018
Last Updated
June 12, 2019
Results First Posted
June 12, 2019
Record last verified: 2019-04
Data Sharing
- IPD Sharing
- Will not share