Evidence map›Paper›PMID 39698062›Full record

ArticleNorth American Spine Society journal2024

Association between modifiable and nonmodifiable risk factors with paralumbar muscle health in patients with lower back pain.

John Fallon, Jonathan Sgaglione, Matthew Rohde, Junho Song, Austen D Katz, Alex Ngan, Sarah Trent, Bongseok Jung, Adam Strigenz, Mitchell Seitz and 5 more

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 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Lumbar multifidus muscle morphology on MRI after restorative neurostimulation for chronic low back pain: a single centre case series using the Goutallier classification.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
  2. Article
  3. Article
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

15 authors.

John FallonNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Jonathan SgaglioneNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Matthew RohdeNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Junho SongIcahn School of Medicine at Mount Sinai, Department of Orthopedic Surgery, 1 Gustave L. Levy Pl, New York, NY 10029, United States.
Austen D KatzNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Alex NganNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Sarah TrentNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Bongseok JungNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Adam StrigenzNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Mitchell SeitzNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Joshua ZhangNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Jeff SilberNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
David EssigNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.
Sheeraz QureshiHospital for Special Surgery, Department of Orthopedic Surgery, 535 E 70th Street, New York, NY 10021, United States.
Sohrab VirkNorthwell Health Long Island Jewish Medical Center, Department of Orthopedic Surgery, 270-05 76th Avenue, Queens, NY 11040, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Prior studies have linked sarcopenia and fat infiltration in paraspinal muscles with lumbar pain, spinal pathology, and adverse postoperative outcomes in lumbar spine surgery. A recent magnetic resonance imaging (MRI)-based method for assessing muscle health, incorporating parameters such as Goutallier Classification (GC) and the Paralumbar Muscle Cross-Sectional Area to Body Mass Index ratio (PL-CSA/BMI), has shown that higher muscle grades correlate with significant improvements in patient-reported outcomes. Despite these advancements, there is limited research on the associations between paralumbar muscle health and factors such as age, BMI, walking tolerability, and spondylolisthesis. Our study aimed to evaluate such associations. Methods: This Institutional Review Board-approved retrospective cohort study included patients aged 18 or older presenting with back pain symptoms who underwent lumbar spine MRI within 12 months of presentation to a single orthopedic surgeon. Patients with incomplete imaging, cancer pathology, or trauma-induced injuries were excluded. MRI-based measurements of Lumbar Indentation Value (LIV), Goutallier Classification (GC), and PL-CSA/BMI were used as outcome measures. Paralumbar muscles on axial T2-weighted lumbar MRIs were outlined using ImageJ to determine the PL-CS and LIV through the L1-L5 disc spaces, with GC classified by the primary author. Quantile regression analysis was used for continuous variables, and negative binomial regression with an estimated ancillary parameter was applied for ordinal variables, with statistical significance set at Results: Our analysis found that increasing age was associated with increased GC, decreased PL-CSA, and CSA/BMI at all lumbar levels. Age was associated with increased LIV at L1/L2. We found that increasing BMI was associated with increased LIV and PL-CSA and decreased CSA/BMI at all lumbar levels while it was only associated with increased GC at L1/L2, L2/L3 and L3/L4. Higher grade spondylolisthesis was associated with worse GC at all lumbar spinal levels except L3/L4 and with decreased LIV at L1/L2. An inability to walk > 1 block predicted LIV and GC at L2/L3 while predicting CSA/BMI at L4/L5. Increasing age was associated with decreased CSA at L1/L2, L2/L3 and L4/L5 while it was associated with decreased CSA/BMI and increased GC at all lumbar levels. Age was only associated with decreased LIV at L1/L2, L2/L3. Lastly, increasing BMI was associated with increased CSA, LIV, and decreased CSA/BMI at all lumbar levels and associated with increased GC at all lumbar levels except L4/L5. All statistically significant associations had Conclusions: Our analysis determined that increasing age, increased BMI, spondylolisthesis, and walking intolerability are significantly associated with poor paralumbar muscle health. Alongside these findings we discovered that increased age, BMI, spondylolisthesis and walking intolerability were significantly associated with varying degrees of increased Goutallier classification and LIV. Future research is required to determine whether there can be individual alterations in paralumbar muscle health following changes in modifiable risk factors. Additionally future efforts should focus on elucidating the impact of the underlying mechanism behind certain nonmodifiable risk factors such as age on Goutallier classification and poorer paralumbar muscle health.

Indexed as

Cross-sectional areaErector spinaeGoutallierLumbar spinemultifidusMuscle healthParalumbarSarcopeniaSpine surgery

Identifiers

PMID39698062
PMCPMC11652951

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.