Evidence map›Paper›PMID 42015881›Full record

ArticleGlobal spine journal2026

Investigating the Relationship Between High Density Lipoprotein Cholesterol and Fusion Outcomes Following Single Level Lumbar Fusion: A Propensity Matched Analysis.

Kyle Stump, William Han, Henry Morar, Kayla Lee, Stephan Aynaszyan, Dhara Patel, Theresa Pazionis

Abstract read
In one paragraph

Article in Global spine journal, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Kyle StumpLewis Katz School of Medicine at Temple University, Philadelphia, PA, USA.ORCID 0009-0006-3878-5183
William HanLewis Katz School of Medicine at Temple University, Philadelphia, PA, USA.
Henry MorarLewis Katz School of Medicine at Temple University, Philadelphia, PA, USA.
Kayla LeeDrexel University College of Medicine, Philadelphia, PA, USA.
Stephan AynaszyanDepartment of Orthopaedic Surgery and Sports Medicine, Temple University Hospital, Philadelphia, PA, USA.
Dhara PatelDepartment of Orthopaedic Surgery and Sports Medicine, Temple University Hospital, Philadelphia, PA, USA.
Theresa PazionisDepartment of Orthopaedic Surgery and Sports Medicine, Temple University Hospital, Philadelphia, PA, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Study DesignRetrospective cohort.ObjectivesAlthough dyslipidemia has been implicated in impaired bone healing, the role of high-density lipoprotein cholesterol (HDL-C) in spinal fusion outcomes remains poorly defined. Emerging evidence suggests that extremely elevated HDL-C levels may be associated with adverse osseous events. The objective of this study was to evaluate the association between HDL-C levels and rates of pseudoarthrosis and reoperation following single-level lumbar interbody fusion.MethodsThe TriNetX Research Network was queried for adult patients who underwent single level lumbar fusion during the 20-years period ended December 2, 2023. The high HDL-C cohort was designated by HDL-C ≥70.1 mg/dL, reflecting one standard deviation above the mean for all patients in the database. One standard deviation below the mean denoted the low HDL-C group (≤32.1 mg/dL). Propensity score matching was performed 1:1 according to demographics and comorbidities. Pseudoarthrosis diagnosis and reoperation were assessed at 6 months, 1 year, and 2 years postoperatively utilizing risk ratios (RR) and 95% confidence intervals (CI).ResultsAfter propensity matching, 1316 patient pairs were included. Patients with elevated HDL-C demonstrated significantly higher rates of pseudoarthrosis at 6 months, 1 year, and 2 years postoperatively. Early reoperation risk was also significantly increased in the high HDL-C cohort within 6 months, though differences were not sustained at later time points.ConclusionsElevated HDL-C was independently associated with increased risk of pseudoarthrosis following single-level lumbar fusion. These findings suggest that HDL-C may represent an underrecognized metabolic risk factor for impaired spinal fusion and warrants further investigation into underlying mechanisms and its possible utility in preoperative optimization programs.

Indexed as

high density lipoprotein cholesterollumbar fusionlumbar spine surgerynonunionpseudoarthrosis

Identifiers

PMID42015881
PMCPMC13102735

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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.