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

被引:10
作者
Goode, Adam P. [1 ,2 ,3 ]
Hu, David [4 ,5 ]
George, Steven Z. [1 ,2 ]
Schwartz, Todd A. [4 ,6 ]
Kraus, Virginia B. [1 ,7 ,8 ]
Huebner, Janet L. [7 ]
Cleveland, Rebecca J. [4 ,5 ]
Taylor, Kenneth A. [1 ,2 ]
Jordan, Joanne M. [4 ,5 ,9 ,10 ]
Golightly, Yvonne M. [4 ,10 ,11 ,12 ]
机构
[1] Duke Univ, Sch Med, Dept Orthoped Surg, Durham, NC 27708 USA
[2] Duke Univ, Duke Clin Res Inst, Sch Med, Durham, NC USA
[3] Duke Univ, Sch Med, Dept Populat Hlth Sci, Durham, NC USA
[4] Univ N Carolina, Thurston Arthrit Res Ctr, Chapel Hill, NC USA
[5] Univ N Carolina, Dept Med, Chapel Hill, NC USA
[6] Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Biostat, Chapel Hill, NC USA
[7] Duke Univ, Duke Mol Physiol Inst, Sch Med, Durham, NC USA
[8] Duke Univ, Sch Med, Dept Med, Durham, NC USA
[9] Univ N Carolina, Dept Orthoped, Chapel Hill, NC USA
[10] Univ N Carolina, Gillings Sch Global Publ Hlth, Dept Epidemiol, Chapel Hill, NC USA
[11] Univ N Carolina, Injury Prevent Res Ctr, Chapel Hill, NC USA
[12] Univ N Carolina, Div Phys Therapy, Chapel Hill, NC USA
关键词
Low back pain; Biomarkers; Phenotype; Spine osteoarthritis; Lumbar osteoarthritis; RADIOGRAPHIC FEATURES; NEUROTROPHIC FACTOR; SYNOVIAL-FLUID; ASSOCIATION; KNEE; PREVALENCE; WOMEN; HIP; EPIDEMIOLOGY; SPONDYLOSIS;
D O I
10.1016/j.ocarto.2022.100270
中图分类号
R826.8 [整形外科学]; R782.2 [口腔颌面部整形外科学]; R726.2 [小儿整形外科学]; R62 [整形外科学(修复外科学)];
学科分类号
摘要
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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页数:8
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