Evidence map›Paper›PMID 33834124›Full record

ArticleJournal of spine surgery (Hong Kong)2021

Drivers of in-hospital opioid consumption in patients undergoing lumbar fusion surgery.

Yoji Ogura, Jeffrey L Gum, Portia Steele, Charles H Crawford, Mladen Djurasovic, R Kirk Owens, Joseph Laratta, Morgan Brown, Christy Daniels, John R Dimar and 2 more

Open access · diamondAbstract read
In one paragraph

Article in Journal of spine surgery (Hong Kong), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.6field-weighted citation impact, top 31% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed, 3 citations in OpenAlex.

  1. Prolonged opioid use after single-level lumbar spinal fusion surgery in a Belgian population: a multicentric observational study.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 · 2024
    Observational
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

12 authors at 1 institution in 1 country.

Yoji OguraNorton Leatherman Spine Center, Louisville, KY, USA.
Jeffrey L GumNorton Leatherman Spine Center, Louisville, KY, USA.
Portia SteeleNorton Leatherman Spine Center, Louisville, KY, USA.
Charles H CrawfordNorton Leatherman Spine Center, Louisville, KY, USA.
Mladen DjurasovicNorton Leatherman Spine Center, Louisville, KY, USA.
R Kirk OwensNorton Leatherman Spine Center, Louisville, KY, USA.
Joseph LarattaNorton Leatherman Spine Center, Louisville, KY, USA.
Morgan BrownNorton Leatherman Spine Center, Louisville, KY, USA.
Christy DanielsNorton Leatherman Spine Center, Louisville, KY, USA.
John R DimarNorton Leatherman Spine Center, Louisville, KY, USA.
Steven D GlassmanNorton Leatherman Spine Center, Louisville, KY, USA.
Leah Y CarreonNorton Leatherman Spine Center, Louisville, KY, USA.
Norton Healthcare · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWith the current opioid crisis, as many as 38% of patients are still on opioids one year after elective spine surgery. Identifying drivers of in-hospital opioid consumption may decrease subsequent opioid dependence. We aimed to identify the drivers of in-hospital opioid consumption in patients undergoing 1-2-level instrumented lumbar fusions.

methodsThis is a retrospective cohort study. Electronic medical record analysts identified consecutive patients undergoing 1-2 level instrumented lumbar fusions for degenerative lumbar conditions from 2016 to 2018 from a single-center hospital administrative database. Oral, intravenous, and transdermal opioid dose administrations were converted to morphine milligram equivalents (MME). Linear regression analysis was used to determine associations between postoperative day (POD) 4 cumulative in-hospital MMEs and the patients' baseline characteristics including body mass index (BMI), race, American Society of Anesthesiologists (ASA) grade, smoking status, marital status, insurance type, zip code, number of fused levels, approach and preoperative opioid use.

resultsA total of 1,502 patients were included. The mean cumulative MMEs at POD 4 was 251.5. Linear regression analysis yielded four drivers including younger age, preoperative opioid use, current smokers and more levels fused. There were no associations with surgical approach, zip code, ASA grade, marital status, BMI, race or insurance type.

conclusionsUse of preoperative opioids and smoking are modifiable risk factors for higher in-hospital opioid consumption and can be targets for intervention prior to surgery in order to decrease in-hospital opioid use.

Indexed as

chronic opioid usedegenerative lumbar spine diseasedriverIn-hospital opioid consumptionlumbar fusion surgeryopioid crisisopioid dependence

Identifiers

PMID33834124
PMCPMC8024760
OpenAlexW3136484758

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.