Evidence map›Paper›PMID 33853404›Full record

ArticleGlobal spine journal2023

Risk Factors For Prolonged Opioid Use After Spine Surgery.

Christopher Kowalski, Ryan Ridenour, Sarah McNutt, Djibril Ba, Guodong Liu, Jesse Bible, Michael Aynardi, Matthew Garner, Douglas Leslie, Aman Dhawan

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in Global spine journal, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06453447 (Prednisone for the Early Treatment of Complex Regional Pain Syndrome After Distal Radius Fracture - a Pilot Randomized Trial), which is not on this map. Cited by 20 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
20citing papers in PubMed, 2 pooled it
7.3field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT06453447 narecruitingnot on this mapstarted 2024, after this paper: background citation

Prednisone for the Early Treatment of Complex Regional Pain Syndrome After Distal Radius Fracture - a Pilot Randomized Trial

TypeinterventionalSponsorUniversity of British ColumbiaRan2024 to 2027Enrolled40ConditionsComplex Regional Pain Syndromes, Distal Radius FracturesArmsPrednisone, Placebo
3 · Its place in the literature

Who cites it

20 citing papers in PubMed, 2 syntheses or guidelines pooled it, 43 citations in OpenAlex.

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  9. The association between postoperative physical therapy and opioid prescription after posterior lumbar interbody fusion: a retrospective cohort study of United States academic health centers.European spine journal : official publication of the European Spine Society, the European Spinal Deformity Society, and the European Section of the Cervical Spine Research Society · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 1 institution in 1 country.

Christopher KowalskiDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.ORCID 0000-0001-6703-0085
Ryan RidenourDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Sarah McNuttDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Djibril BaDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Guodong LiuDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Jesse BibleDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Michael AynardiDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Matthew GarnerDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Douglas LeslieDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Aman DhawanDepartment of Orthopaedics & Rehabilitation, 12311Penn State Milton S. Hershey Medical Center, Hope Drive, Hershey, PA, USA.
Penn State Milton S. Hershey Medical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

STUDY

designRetrospective review.

objectiveOur purpose was to evaluate factors associated with increased risk of prolonged post-operative opioid pain medication usage following spine surgery, as well as identify the risk of various post-operative complications that may be associated with pre-operative opioid usage.

methodsThe MarketScan commercial claims and encounters database includes approximately 39 million patients per year. Patients undergoing cervical and lumbar spine surgery between the years 2005-2014 were identified using CPT codes. Pre-operative comorbidities including DSM-V mental health disorders, chronic pain, chronic regional pain syndrome (CRPS), obesity, tobacco use, medications, and diabetes were queried and documented. Patients who utilized opioids from 1-3 months prior to surgery were identified. This timeframe was chosen to exclude patients who had been prescribed pre- and post-operative narcotic medications up to 1 month prior to surgery. We utilized odds ratios (OR), 95% Confidence Intervals (CI), and regression analysis to determine factors that are associated with prolonged post-operative opioid use at 3 time intervals.

results553,509 patients who underwent spine surgery during the 10-year period were identified. 34.9% of patients utilized opioids 1-3 months pre-operatively. 25% patients were still utilizing opioids at 6 weeks, 17.3% at 3 months, 12.7% at 6 months, and 9.0% at 1 year after surgery. Pre-operative opioid exposure was associated with increased likelihood of post-operative use at 6-12 weeks (OR 5.45, 95% CI 5.37-5.53), 3-6 months (OR 6.48, 95% CI 6.37-6.59), 6-12 months (OR 6.97, 95% CI 6.84-7.11), and >12 months (OR 7.12, 95% CI 6.96-7.29). Mental health diagnosis, tobacco usage, diagnosis of chronic pain or CRPS, and non-narcotic neuromodulatory medications yielded increased likelihood of prolonged post-op opioid usage.

conclusionsPre-operative narcotic use and several patient comorbidities diagnoses are associated with prolonged post-operative opioid usage following spine surgery. Chronic opioid use, diagnosis of chronic pain, or use of non-narcotic neuromodulatory medications have the highest risk of prolonged post-operative opioid consumption. Patients using opiates pre-operatively did have an increased 30 and 90-day readmission risk, in addition to a number of serious post-operative complications. This data provides spine surgeons a number of variables to consider when determining post-operative analgesia strategies, and provides health systems, providers, and payers with information on complications associated with pre-operative opioid utilization.

Indexed as

chronic usenarcoticopioidspine surgery

Identifiers

PMID33853404
PMCPMC10240594
OpenAlexW3153805415

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.