Evidence map›Paper›PMID 35739523›Full record

ArticleBMC musculoskeletal disorders2022

Paraspinal Muscle Health is Related to Fibrogenic, Adipogenic, and Myogenic Gene Expression in Patients with Lumbar Spine Pathology.

Brad Anderson, Angel Ordaz, Vinko Zlomislic, R Todd Allen, Steven R Garfin, Regula Schuepbach, Mazda Farshad, Simon Schenk, Samuel R Ward, Bahar Shahidi

Open access · goldAbstract read
In one paragraph

Article in BMC musculoskeletal disorders, 2022. 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
1.4field-weighted citation impact, top 21% 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

14 citing papers in PubMed, 9 citations in OpenAlex.

  1. Review
  2. Altered myogenic and lipid metabolism gene expression in paraspinal muscles of patients with adult spinal deformity who develop proximal junctional failure.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
  3. Article
  4. Article
  5. Article
  6. Article
  7. What Is 'Muscle Health'? A Narrative Review and Conceptual Framework.Journal of functional morphology and kinesiology · 2025
    Review
  8. Article
  9. Review
  10. Article
  11. Targeted multifidus muscle activation reduces fibrosis of multifidus muscle following intervertebral disc injury.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
    Article
  12. Article
  13. Article
  14. 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

10 authors at 2 institutions in 2 countries.

Brad AndersonDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
Angel OrdazDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA. aordaz@health.ucsd.edu.
Vinko ZlomislicDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
R Todd AllenDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
Steven R GarfinDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
Regula SchuepbachDepartment of Orthopaedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland.
Mazda FarshadDepartment of Orthopaedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland.
Simon SchenkDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
Samuel R WardDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
Bahar ShahidiDepartment of Orthopaedic Surgery, University of California San Diego, 350 Dickinson Street, Suite 121, Mail Code 8894, San Diego, CA, 92103-8894, USA.
University of California, San Diego · USUniversity of Zurich · CH

Funding

The contributions of neural control and mechanosensation to rehabilitation induced spine muscle recoveryR01HD088437 · NICHD · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI Bahar Shahidi, Samuel Richard Ward · 2017 to 2026
$2.9M
NICHD NIH HHS R01 HD088437NIH HHS RO1HD088437
6 · The paper itself

Abstract

backgroundLumbar spine pathology is a common feature of lower back and/or lower extremity pain and is associated with observable degenerative changes in the lumbar paraspinal muscles that are associated with poor clinical prognosis. Despite the commonly observed phenotype of muscle degeneration in this patient population, its underlying molecular mechanisms are not well understood. The aim of this study was to investigate the relationships between groups of genes within the atrophic, myogenic, fibrogenic, adipogenic, and inflammatory pathways and multifidus muscle health in individuals undergoing surgery for lumbar spine pathology.

methodsMultifidus muscle biopsies were obtained from patients (n = 59) undergoing surgery for lumbar spine pathology to analyze 42 genes from relevant adipogenic/metabolic, atrophic, fibrogenic, inflammatory, and myogenic gene pathways using quantitative polymerase chain reaction. Multifidus muscle morphology was examined preoperatively in these patients at the level and side of biopsy using T2-weighted magnetic resonance imaging to determine whole muscle compartment area, lean muscle area, fat cross-sectional areas, and proportion of fat within the muscle compartment. These measures were used to investigate the relationships between gene expression patterns and muscle size and quality.

resultsRelationships between gene expression and imaging revealed significant associations between decreased expression of adipogenic/metabolic gene (PPARD), increased expression of fibrogenic gene (COL3A1), and lower fat fraction on MRI (r = -0.346, p = 0.018, and r = 0.386, p = 0.047 respectively). Decreased expression of myogenic gene (mTOR) was related to greater lean muscle cross-sectional area (r = 0.388, p = 0.045).

conclusionFibrogenic and adipogenic/metabolic genes were related to pre-operative muscle quality, and myogenic genes were related to pre-operative muscle size. These findings provide insight into molecular pathways associated with muscle health in the presence of lumbar spine pathology, establishing a foundation for future research that addresses how these changes impact outcomes in this patient population.

Indexed as

Lumbar VertebraeParaspinal MusclesGene ExpressionHumansLumbosacral RegionMagnetic Resonance ImagingMuscular AtrophyAtrophyDegenerationFatty infiltrationLow back painLumbar spine pathologyMultifidusMuscle healthSkeletal muscleSurgery

Identifiers

PMID35739523
PMCPMC9229083
OpenAlexW4283388663

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.