Publication: Growth Differentiation Factor 15 as a Biomarker of Cardiovascular Risk in Chronic Musculoskeletal Pain
| dc.contributor.author | Pastor-Barriuso, Roberto | |
| dc.contributor.author | León-González, Rocío | |
| dc.contributor.author | Ortolá, Rosario | |
| dc.contributor.author | Carballo-Casla, Adrián | |
| dc.contributor.author | Sotos-Prieto, Mercedes | |
| dc.contributor.author | Buño-Soto, Antonio | |
| dc.contributor.author | Rodríguez-Sánchez, Isabel | |
| dc.contributor.author | Pastor-Barriuso, Roberto | |
| dc.contributor.author | Rodríguez-Artalejo, Fernando | |
| dc.contributor.author | García-Esquinas, Esther | |
| dc.contributor.funder | Instituto de Salud Carlos III | |
| dc.contributor.funder | Plan Nacional de I+D+i (España) | |
| dc.contributor.funder | Unión Europea. Fondo Europeo de Desarrollo Regional (FEDER/ERDF) | |
| dc.contributor.funder | Unión Europea. Fondo Social Europeo (ESF/FSE) | |
| dc.contributor.funder | Plan Nacional de Drogas (España) | |
| dc.contributor.funder | Ministerio de Ciencia e Innovación (España) | |
| dc.contributor.funder | Agencia Estatal de Investigación (España) | |
| dc.contributor.funder | Unión Europea. Comisión Europea. NextGenerationEU | |
| dc.contributor.funder | Centro para el Desarrollo Tecnológico Industrial (España) | |
| dc.date.accessioned | 2025-01-28T17:55:01Z | |
| dc.date.available | 2025-01-28T17:55:01Z | |
| dc.date.issued | 2024-08-01 | |
| dc.description.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. | |
| dc.description.peerreviewed | Sí | |
| dc.description.sponsorship | This work was supported by the Instituto de Salud Carlos III (ISCIII), State Secretary of Research + Development + Innovation (R+D+I) and European Regional Development Fund (ERDF) /European Social Fund (ESF) (FIS grants 19/319, 22/1111); the National Plan on Drugs (2020/17); Ministry of Science and Innovation (MCIN)/State Investigation Agency (AEI)/10.13039/501100011033 and the European Union “NextGeneration EU/ PRTR” (PLEC2022-009352 grant); and ISCCII-Center for Technological Development and Innovation (CDTI) and the European Union “NextGeneration EU/ PRTR” (PMPTA22/00107 grant). Reagents for measuring Growth Differentiation Factor 15 have been provided by Roche Diagnostics International through a Research Agreement with the Fundación de la Universidad Autónoma de Madrid (FUAM). The funding agencies had no role in study design, data collection and analysis, interpretation of results, manuscript preparation or the decision to submit this manuscript for publication. | |
| dc.format.number | 8 | |
| dc.format.page | glae163 | |
| dc.format.volume | 79 | |
| dc.identifier.citation | León-González R, Ortolá R, Carballo-Casla A, Sotos-Prieto M, Buño-Soto A, Rodríguez-Sánchez I, Pastor-Barriuso R, Rodríguez-Artalejo F, García-Esquinas E. Growth Differentiation Factor 15 as a Biomarker of Cardiovascular Risk in Chronic Musculoskeletal Pain. J Gerontol A Biol Sci Med Sci. 2024 Aug 1;79(8):glae163. | |
| dc.identifier.doi | 10.1093/gerona/glae163 | |
| dc.identifier.e-issn | 1758-535X | |
| dc.identifier.issn | 1079-5006 | |
| dc.identifier.journal | The journals of gerontology. Series A, Biological sciences and medical sciences | |
| dc.identifier.pubmedID | 38975684 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12105/26182 | |
| dc.language.iso | eng | |
| dc.publisher | Oxford University Press | |
| dc.relation.projectID | info:eu-repo/grantAgreement/ES/PI19/319 | |
| dc.relation.projectID | info:eu-repo/grantAgreement/ES/PI22/1111 | |
| dc.relation.projectID | info:eu-repo/grantAgreement/ES/2020/17 | |
| dc.relation.projectID | info:eu-repo/grantAgreement/EC/PLEC2022-009352 | |
| dc.relation.projectID | info:eu-repo/grantAgreement/ES/PMPTA22/00107 | |
| dc.relation.publisherversion | https://doi.org/10.1093/gerona/glae163 | |
| dc.repisalud.centro | ISCIII::Centro Nacional de Epidemiología (CNE) | |
| dc.repisalud.institucion | ISCIII | |
| dc.repisalud.institute | IIS::IdiPAZ - Instituto de Investigación Sanitaria Hospital La Paz (Madrid) | |
| dc.rights.accessRights | open access | |
| dc.rights.license | Attribution-NonCommercial-NoDerivatives 4.0 International | |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | |
| dc.subject | Biomarkers | |
| dc.subject | Cardiovascular disease (CVD) | |
| dc.subject | Pain | |
| dc.subject.mesh | Aged | |
| dc.subject.mesh | Biomarkers | |
| dc.subject.mesh | Cardiovascular Diseases | |
| dc.subject.mesh | Chronic Pain | |
| dc.subject.mesh | Female | |
| dc.subject.mesh | Growth Differentiation Factor 15 | |
| dc.subject.mesh | Heart Disease Risk Factors | |
| dc.subject.mesh | Humans | |
| dc.subject.mesh | Male | |
| dc.subject.mesh | Musculoskeletal Pain | |
| dc.subject.mesh | Risk Assessment | |
| dc.subject.mesh | Risk Factors | |
| dc.title | Growth Differentiation Factor 15 as a Biomarker of Cardiovascular Risk in Chronic Musculoskeletal Pain | |
| dc.type | research article | |
| dc.type.hasVersion | SMUR | |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | 9a976b09-a1b8-4fa5-b50d-1d747fdec304 | |
| relation.isAuthorOfPublication | cd6c57f6-1b5a-4269-85da-b690a939d667 | |
| relation.isAuthorOfPublication.latestForDiscovery | cd6c57f6-1b5a-4269-85da-b690a939d667 | |
| relation.isFunderOfPublication | 7d739953-4b68-4675-b5bb-387a9ab74b66 | |
| relation.isFunderOfPublication | 0e5401ef-8ce7-439f-85e0-4e3550b5fade | |
| relation.isFunderOfPublication | efa64f05-b985-4984-8f1e-5fc4ef21f502 | |
| relation.isFunderOfPublication | 36ca2ebf-c6c3-4f53-8618-500af224a277 | |
| relation.isFunderOfPublication | 2ed27436-f29d-40a6-8363-5b6cf918feeb | |
| relation.isFunderOfPublication | 289dce42-6a28-4892-b0a8-c70c46cbb185 | |
| relation.isFunderOfPublication | 54733407-1d78-4c44-bf4c-8c8a7592aa4b | |
| relation.isFunderOfPublication | 54f29c6e-1163-4239-8d1d-a0f297ca06e6 | |
| relation.isFunderOfPublication | 1e01e449-3b9f-42b4-b640-e5424f7c9bd9 | |
| relation.isFunderOfPublication.latestForDiscovery | 7d739953-4b68-4675-b5bb-387a9ab74b66 | |
| relation.isPublisherOfPublication | 465a0b1e-d9df-4342-b738-86ffcafc4bcf | |
| relation.isPublisherOfPublication.latestForDiscovery | 465a0b1e-d9df-4342-b738-86ffcafc4bcf |
Files
Original bundle
1 - 5 of 5
Loading...
- Name:
- GrowthDifferentiationFactor_15_GDF-15_2022.pdf
- Size:
- 1.67 MB
- Format:
- Adobe Portable Document Format
Loading...
- Name:
- Figure1_PainCharacteristicsCardiovascularRiskFactors_2022.jpg
- Size:
- 1.06 MB
- Format:
- Joint Photographic Experts Group/JPEG File Interchange Format (JFIF)
Loading...
- Name:
- Figure2_PainCharacteristicsCardiovascularRiskFactors_2022.jpg
- Size:
- 1.27 MB
- Format:
- Joint Photographic Experts Group/JPEG File Interchange Format (JFIF)
Loading...
- Name:
- Figure3_PainCharacteristicsCardiovascularRiskFactors_2022.jpg
- Size:
- 1.06 MB
- Format:
- Joint Photographic Experts Group/JPEG File Interchange Format (JFIF)
Loading...
- Name:
- Figure4_PainCharacteristicsCardiovascularRiskFactors_2022.jpg
- Size:
- 1.25 MB
- Format:
- Joint Photographic Experts Group/JPEG File Interchange Format (JFIF)


