Evidence map›Paper›PMID 35991624›Full record

ArticleOsteoarthritis and cartilage open2022

Biomarker clusters differentiate phenotypes of lumbar spine degeneration and low back pain: The Johnston County Osteoarthritis Project.

Adam P Goode, David Hu, Steven Z George, Todd A Schwartz, Virginia B Kraus, Janet L Huebner, Rebecca J Cleveland, Kenneth A Taylor, Joanne M Jordan, Yvonne M Golightly

Open access · goldAbstract read
In one paragraph

Article in Osteoarthritis and cartilage open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed, 1 pooled it
1.9field-weighted citation impact, top 14% 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

9 citing papers in PubMed, 1 synthesis or guideline pooled it, 13 citations in OpenAlex.

  1. Pooled it
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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

10 authors at 2 institutions in 1 country.

Adam P GoodeDepartment of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA.
David HuThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA.
Steven Z GeorgeDepartment of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA.
Todd A SchwartzThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA.
Virginia B KrausDepartment of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA.
Janet L HuebnerDuke Molecular Physiology Institute, Duke University School of Medicine, Durham, NC, USA.
Rebecca J ClevelandThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA.
Kenneth A TaylorDepartment of Orthopedic Surgery, Duke University School of Medicine, Durham, NC, USA.
Joanne M JordanThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA.
Yvonne M GolightlyThurston Arthritis Research Center, University of North Carolina, Chapel Hill, NC, USA.
Duke University · USUniversity of North Carolina at Chapel Hill · US

Funding

Resource Core 3 - Metabolomics CoreP30AG028716 · NIA · DUKE UNIVERSITY · PI Virginia B Kraus · 2006 to 2026
$24.6M
UNC Core Center for Clinical ResearchP30AR072580 · NIAMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI LEIGH Fleming CALLAHAN, Amanda E Nelson · 2019 to 2026
$6.1M
NIAMS Multidisciplinary Clinical Research CenterP60AR064166 · NIAMS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI SCHWARTZ, TODD A · 2013 to 2017
$5.8M
Biomarkers to Advance Clinical Phenotypes of Low Back Pain (BACk)R01AR071440 · NIAMS · DUKE UNIVERSITY · PI Adam Goode · 2017 to 2026
$5.0M
Mechanical Biomarkers of Chronic Low Back PainR01AR075399 · NIAMS · DUKE UNIVERSITY · PI Louis E. DeFrate, Adam Goode · 2019 to 2026
$3.7M
Mentoring in Musculoskeletal Pain PhenotypesK24AR079594 · NIAMS · DUKE UNIVERSITY · PI Adam Goode · 2022 to 2026
$927k
NIAMS NIH HHS K24 AR079594NIAMS NIH HHS P30 AR072580NIAMS NIH HHS P60 AR064166NIAMS NIH HHS R01 AR071440NIAMS NIH HHS R01 AR075399NIA NIH HHS P30 AG028716
6 · The paper itself

Abstract

Objective: Describe the association between biomarkers and lumbar spine degeneration (vertebral osteophytes [OST], facet joint osteoarthritis [FOA], and disc space narrowing [DSN]), for persons with and without low back pain (LBP) and determine whether clusters based on biomarkers differentiate lumbar spine structure with and without LBP. Methods: Using data from the Johnston County Osteoarthritis Project (2006-2010), we measured serum N-cadherin, Keratin-19, Lumican, CXCL6, RANTES, HA, IL-6, BDNF, OPG, and NPY, and urinary CTX-II. Biomarkers were used to group participants using k-means cluster analysis. Logistic regression models were used to compare biomarker clusters. Results: The sample consisted of 731 participants with biospecimens and lumbar spine radiographic data. Three biomarker subgroups were identified: one characterized by structural degenerative changes; another characterized by structural degenerative changes and inflammation, with pain; and a referent cluster with lower levels of biomarkers, pain, and structural degenerative changes. Compared to the referent subgroup, the structural change subgroup was associated with DSN (OR = 1.94, 95% CI 1.30-2.90) and FOA (OR = 1.72, 95% CI 1.12-2.62), and the subgroup with structural degenerative change, inflammation, and pain was associated with OST with LBP (OR = 1.60, 95% CI 1.04-2.46), FOA with LBP (OR = 1.59, 95% CI 1.04-2.45), and LBP (OR = 1.63, 95% CI 1.11-2.41). The subgroup with structural degenerative changes was more likely to have OST (OR = 1.82, 95% CI 1.06-3.13) and less likely to have FOA with LBP (OR = 0.62, 95% CI 0.40-0.96) compared to the group with inflammation and pain. Conclusion: Clustering by biomarkers may assist in differentiating patients for specific clinical interventions aimed at decreasing LBP.

Indexed as

BiomarkersLow back painLumbar osteoarthritisPhenotypeSpine osteoarthritis

Identifiers

PMID35991624
PMCPMC9387345
OpenAlexW4280609181

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.