Evidence map›Paper›PMID 38322114›Full record

ArticleNorth American Spine Society journal2024

Predictive factors of symptomatic lumbar pseudoarthrosis following multilevel primary lumbar fusion.

Hania Shahzad, Moizzah Ahmad, Varun K Singh, Nazihah Bhatti, Elizabeth Yu, Frank M Phillips, Safdar N Khan

Abstract read
In one paragraph

Article in North American Spine Society journal, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
–field-weighted citation impact
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

14 citing papers in PubMed.

  1. Article
  2. Article
  3. Lateral lumbar interbody fusion to address pseudarthrosis after prior posterior spinal instrumentation.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 · 2026
    Article
  4. Influence of endplate degeneration on fusion process in lateral lumbar interbody fusion.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 · 2026
    Article
  5. Incidence and predictors of early and late reoperation after primary lumbar spine fusion: a 10-year retrospective cohort study of 1,356 patients.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 · 2026
    Article
  6. Article
  7. Article
  8. The impact of bone graft volume on risk of pseudarthrosis, screw loosening, and rod breakage in surgical correction of adult spinal deformity.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 · 2026
    Article
  9. Article
  10. Review
  11. Review
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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

7 authors.

Hania ShahzadThe Ohio State University Wexner Medical Center, 410 W 10th Ave, Columbus, OH, 43210, United States.
Moizzah AhmadWexner Medical Center, 410 W 10th Avenue, Columbus OH, 43210, United States.
Varun K SinghThe Ohio State University Wexner Medical Center, 410 W 10th Ave, Columbus, OH, 43210, United States.
Nazihah BhattiThe Ohio State University Wexner Medical Center, 410 W 10th Ave, Columbus, OH, 43210, United States.
Elizabeth YuThe Ohio State University Wexner Medical Center, 410 W 10th Ave, Columbus, OH, 43210, United States.
Frank M PhillipsRush University Medical Center, Department of Orthopedics, 1620 W Harrison St, Chicago, IL 60612, United States.
Safdar N KhanThe Ohio State University Wexner Medical Center, 410 W 10th Ave, Columbus, OH, 43210, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Lumbar spinal fusion surgery is a well-established treatment for various spinal disorders. However, one of its complications, pseudoarthrosis, poses a significant concern. This study aims to explore the incidence, time and predictive factors contributing to pseudoarthrosis in patients who have undergone lumbar fusion surgery over a 10-year period. Methods: Data for this research was sourced from the PearlDiver database where insurance claims of patients who underwent multilevel lumbar spinal fusion between 01/01/2010 and 10/31/2022 were examined for claims of pseudoarthrosis within the 10 years of their index procedure. A variety of demographic, comorbid, and surgical factors were assessed, including age, gender, Elixhauser Comorbidity Index (ECI), surgical approach, substance use disorders and history of spinal disorders. Statistical analyses, including chi-squared tests, multivariate analysis, and cox survival analysis were employed to determine significant associations. Results: Among the 76,337 patients included in this retrospective study, 2.70% were diagnosed with symptomatic lumbar pseudoarthrosis at an average of 7.38 years in a 10-year follow-up. Multivariate and Cox hazard analyses revealed that significant predictors of symptomatic pseudoarthrosis development following multilevel primary lumbar fusion include vitamin D deficiency, osteoarthritis, opioid and NSAID use, tobacco use, and a prior history of congenital spine disorders. Conclusions: In summary, this study revealed a 2.70% incidence of symptomatic lumbar pseudoarthrosis within 10 years of the index procedure. It highlighted several potential predictive factors, including comorbidities, surgical approaches, and substance use disorders, associated with the development of symptomatic pseudoarthrosis. Future research should focus on refining our understanding of these factors to improve patient outcomes and optimize healthcare resource allocation.

Indexed as

ComorbiditiesLumbar pseudoarthrosisPredictive factorsSpinal fusionSubstance use disordersSurgical approaches

Identifiers

PMID38322114
PMCPMC10844967

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Registered trials

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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.