Growth Differentiation Factor 15 as a Biomarker of Cardiovascular Risk in Chronic Musculoskeletal Pain

Author:

León-González Rocío1,Ortolá Rosario12ORCID,Carballo-Casla Adrián23,Sotos-Prieto Mercedes14ORCID,Buño-Soto Antonio5ORCID,Rodríguez-Sánchez Isabel6ORCID,Pastor-Barriuso Roberto27,Rodríguez-Artalejo Fernando18,García-Esquinas Esther27ORCID

Affiliation:

1. Department of Preventive Medicine and Public Health, School of Medicine, Universidad Autónoma de Madrid , Madrid , Spain

2. CIBER of Epidemiology and Public Health (CIBERESP) , Madrid , Spain

3. Department of Neurobiology, Aging Research Center, Care Sciences and Society Karolinska Institutet & Stockholm University , Stockholm , Sweden

4. Department of Environmental Health and Nutrition, Harvard T.H. Chan School of Public Health , Boston, Massachusetts , USA

5. Department of Laboratory Medicine, La Paz University Hospital-IdiPaz , Madrid , Spain

6. Geriatrics Department, Hospital Clínico San Carlos , Madrid , Spain

7. National Center for Epidemiology, Carlos III Health Institute , Madrid , Spain

8. IMDEA Food Institute, CEI UAM+CSIC , Madrid , Spain

Abstract

Abstract Background It is unknown whether growth differentiation factor 15 (GDF-15) is associated with chronic musculoskeletal pain (CMP) and whether or not its association with incident cardiovascular disease (CVD) changes according to CMP status. Methods In total, 1 957 randomly selected adults aged ≥65 years without prior CVD were followed up between 2015 and 2023. CMP was classified according to its intensity, frequency, and interference with daily activities. The association between GDF-15 levels and CMP was assessed using linear models with progressive inclusion of potential confounders, whereas the association between GDF-15 and CVD risk was evaluated with Cox proportional hazard models with similar adjustment and interaction terms between GDF-15 and CMP. The incremental predictive performance of GDF-15 over standard predictors was evaluated using discrimination and risk reclassification metrics. Results GDF-15 concentrations were 6.90% (95% confidence interval [CI]: 2.56; 11.25) higher in individuals with CMP, and up to 8.89% (4.07; 15.71) and 15.79% (8.43; 23.16) higher in those with ≥3 CMP locations and interfering pain. These increased levels were influenced by a higher prevalence of cardiometabolic risk factors, functional impairments, depressive symptoms, and greater levels of inflammation in individuals with CMP. In fully adjusted models, a twofold increase in GDF-15 was associated with a 1.49 increased risk (95% CI: 1.08; 2.05) of a CVD event in individuals with CMP, but not among those without CMP (1.02 [0.77; 1.35]); p-interaction 0.041. Adding GDF-15 to models including the Framingham Risk Score improved predictive performance among individuals with CMP. Conclusions We provide evidence that GDF-15 could serve as a biomarker to assess CMP, as well as to predict CVD incidence in individuals with CMP.

Funder

Instituto de Salud Carlos III

State Secretary of Research + Development + Innovation

European Regional Development Fund

European Social Fund

Plan Nacional sobre Drogas

Ministry of Science and Innovation

State Investigation Agency

European Commission

ISCCII-Center for Technological Development and Innovation

Publisher

Oxford University Press (OUP)

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