Predicting Chronic Pain Following Breast Surgery
Development of Predictive Models Using Artificial Intelligence for Postoperative Chronic Pain and Opioid Use Following Breast Surgery: A Prospectively-Designed Study
1 other identifier
observational
500
1 country
1
Brief Summary
Breast surgery, which includes mastectomy, breast reconstructive surgery, or lumpectomies with sentinel node biopsies, may lead to the development of chronic pain and long-term opioid use. In the era of an opioid crisis, it is important to risk-stratify this surgical population for risk of these outcomes in an effort to personalize pain management. The opioid epidemic in the United States resulted in more than 40,000 deaths in 2016, 40% of which involved prescription opioids. Furthermore, it is estimated that 2 million patients become opioid-dependent after elective, outpatient surgery each year. After major breast surgery, chronic pain has been reported to develop anywhere between 35% - 62% of patients, while about 10% use long-term opioids. Precision medicine is a concept at which medical management is tailored to an individual patient based on a specific patient's characteristics, including social, demographic, medical, genetic, and molecular/cellular data. With a plethora of data specific to millions of patients, the use of artificial intelligence (AI) modalities to analyze big data in order to implement precision medicine is crucial. We propose to prospectively collect rich data from patients undergoing various breast surgeries in order to develop predictive models using AI modalities to predict patients at-risk for chronic pain and opioid use.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at P75+ for all trials
Started Jul 2021
Typical duration for all trials
1 active site
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
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Study Timeline
Key milestones and dates
First Submitted
Initial submission to the registry
July 13, 2021
CompletedFirst Posted
Study publicly available on registry
July 19, 2021
CompletedStudy Start
First participant enrolled
July 19, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
July 31, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
December 31, 2023
CompletedJuly 27, 2023
July 1, 2023
2 years
July 13, 2021
July 24, 2023
Conditions
Outcome Measures
Primary Outcomes (2)
Persistent opioid use after 90 days
continual use of opioids after 90 days following surgery
90 days
Persistent pain after 90 days
persistent surgical pain after 90 days following surgery
90 days
Secondary Outcomes (6)
Persistent opioid use after 30 days
30 days
Persistent pain after 30 days
30 days
Persistent opioid use after 6 months
6 months
Persistent pain after 6 months
6 months
Acute opioid use
3 days
- +1 more secondary outcomes
Study Arms (2)
Developed Persistent Opioid Use after 3 months following surgery
Did not develop persistent opioid use after 3 months following surgery
Eligibility Criteria
Surgical patients undergoing major breast surgery
You may qualify if:
- Patient undergoing major breast surgery (except for simple lumpectomy)
You may not qualify if:
- refusal to consent
- lack of independent decision-making capacity
- inability to communicate effectively with research personnel
Contact the study team to confirm eligibility.
Sponsors & Collaborators
Study Sites (1)
University of California San Diego
La Jolla, California, 92037, United States
Biospecimen
We will collect buccal swab specimens from patients for pharmacogenomic screening
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Central Study Contacts
Study Design
- Study Type
- observational
- Observational Model
- CASE CONTROL
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- OTHER
- Responsible Party
- PRINCIPAL INVESTIGATOR
- PI Title
- Associate Professor
Study Record Dates
First Submitted
July 13, 2021
First Posted
July 19, 2021
Study Start
July 19, 2021
Primary Completion
July 31, 2023
Study Completion
December 31, 2023
Last Updated
July 27, 2023
Record last verified: 2023-07