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

Publication ,  Journal Article
Goode, AP; Hu, D; George, SZ; Schwartz, TA; Kraus, VB; Huebner, JL; Cleveland, RJ; Taylor, KA; Jordan, JM; Golightly, YM
Published in: Osteoarthr Cartil Open
September 2022

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.

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Published In

Osteoarthr Cartil Open

DOI

EISSN

2665-9131

Publication Date

September 2022

Volume

4

Issue

3

Location

England

Related Subject Headings

  • 3202 Clinical sciences
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Goode, A. P., Hu, D., George, S. Z., Schwartz, T. A., Kraus, V. B., Huebner, J. L., … Golightly, Y. M. (2022). Biomarker clusters differentiate phenotypes of lumbar spine degeneration and low back pain: The Johnston County Osteoarthritis Project. Osteoarthr Cartil Open, 4(3). https://doi.org/10.1016/j.ocarto.2022.100270
Goode, Adam P., David Hu, Steven Z. George, Todd A. Schwartz, Virginia B. Kraus, Janet L. Huebner, Rebecca J. Cleveland, Kenneth A. Taylor, Joanne M. Jordan, and Yvonne M. Golightly. “Biomarker clusters differentiate phenotypes of lumbar spine degeneration and low back pain: The Johnston County Osteoarthritis Project.Osteoarthr Cartil Open 4, no. 3 (September 2022). https://doi.org/10.1016/j.ocarto.2022.100270.
Goode AP, Hu D, George SZ, Schwartz TA, Kraus VB, Huebner JL, et al. Biomarker clusters differentiate phenotypes of lumbar spine degeneration and low back pain: The Johnston County Osteoarthritis Project. Osteoarthr Cartil Open. 2022 Sep;4(3).
Goode, Adam P., et al. “Biomarker clusters differentiate phenotypes of lumbar spine degeneration and low back pain: The Johnston County Osteoarthritis Project.Osteoarthr Cartil Open, vol. 4, no. 3, Sept. 2022. Pubmed, doi:10.1016/j.ocarto.2022.100270.
Goode AP, Hu D, George SZ, Schwartz TA, Kraus VB, Huebner JL, Cleveland RJ, Taylor KA, Jordan JM, Golightly YM. Biomarker clusters differentiate phenotypes of lumbar spine degeneration and low back pain: The Johnston County Osteoarthritis Project. Osteoarthr Cartil Open. 2022 Sep;4(3).

Published In

Osteoarthr Cartil Open

DOI

EISSN

2665-9131

Publication Date

September 2022

Volume

4

Issue

3

Location

England

Related Subject Headings

  • 3202 Clinical sciences