ArticlePloS one2023
Serum high sensitivity C-reactive protein poorly predicts bone mineral density: A NHANES 2017-2020 analysis.
Article in PloS one, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 2 of them syntheses that pooled it.
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Who cites it
6 citing papers in PubMed, 2 syntheses or guidelines pooled it, 3 citations in OpenAlex.
- Associations Between Peripheral Blood Inflammatory and Immune Markers and Osteoporotic and Fragility Fractures: A Systematic Review and Meta-Analysis.Calcified tissue international · 2026Pooled it
- Prevalence and relative risk of fractures and osteoporosis in patients with ankylosing spondylitis: a systematic review and meta-analysis.Osteoporosis international : a journal established as result of cooperation between the European Foundation for Osteoporosis and the National Osteoporosis Foundation of the USA · 2026Pooled it
- A novel perspective on adolescent bone health: the role of C-reactive protein-triglyceride-glucose index.Pediatric research · 2026Article
- Systemic Inflammation in Hip Fracture and Osteoarthritis: Insights into Pathways of Immunoporosis.International journal of molecular sciences · 2025Article
- Development and evaluation of a machine learning model for osteoporosis risk prediction in Korean women.BMC women's health · 2025Article
- High C-reactive protein-to-albumin ratio levels are associated with osteoporosis in patients with primary biliary cholangitis.Frontiers in endocrinology · 2024Article
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Authors and funding
1 author at 1 institution in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
A reliable, widely available method to detect osteoporosis prior to fracture is needed. Serum levels of C-reactive protein may independently predict low bone mineral density (BMD) and high fracture risk. Existing empirical data focus on sexually and/or racially homogenous populations. This study tests the hypotheses that: C-reactive protein (1) negatively correlates with BMD and (2) fracture history, and (3) independently predicts BMD and fracture history in a diverse population. NHANES 2017-2020 pre-pandemic cycle data were analyzed in R studio. Strength and direction of relationships (-1 to +1) between variables were determined using Kendall's rank correlation coefficient (τ). Linear models were optimized to predict femoral neck or lumbar spine BMD. C-reactive protein positively correlated with femoral (τ = 0.09, p<0.0001) and spine BMD (τ = 0.10, p<0.0001). Individuals identifying as female demonstrated more robust, but still weak, correlations between C-reactive protein and femoral neck (τ = 0.15, p<0.0001; male, τ = 0.06, p = 0.051) and spine BMD (τ = 0.16, p<0.0001; male, τ = 0.06, p = 0.04). C-reactive protein positively correlated with fracture history (τ = 0.083, p = 0.0009). C-reactive protein significantly predicted femoral neck (R2 = 0.022, p = 0.0001) and spine BMD (R2 = 0.028, p<0.0001) and fracture history (R2 = 0.015, p<0.0001). Exploratory analyses identified weight was the single best predictor for femoral neck (R2 = 0.24, p<0.0001) and spine BMD (R2 = 0.21, p<0.0001). In sum, C-reactive protein statistically correlates with and predicts femoral neck and spine BMD, but the magnitude is too low to be biologically meaningful. While weight is a more robust predictor, individuals who are overweight or obese account for nearly half of all osteoporotic fractures, limiting the predictive power of this variable at identifying individuals at risk for osteoporosis. Identification of a robust predictor of fracture risk in a diverse population and across of range of body weights and compositions is needed.
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