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Determinants of growth differentiation factor 15 plasma levels in outpatients with peripheral arterial disease
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Centre for Clinical Research, County of Västmanland. Department of Cardiology, Danderyd University Hospital, Stockholm, Sweden.
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Centre for Clinical Research, County of Västmanland.
Uppsala University, Disciplinary Domain of Medicine and Pharmacy, Disciplinary Domain of Medicine and Pharmacy, research centers etc., Centre for Clinical Research, County of Västmanland.ORCID iD: 0000-0003-1433-0329
School of Health and Social Studies, Dalarna University, Falun, Sweden; Division of Family Medicine and Primary Care, Department of Neurobiology, Care Sciences and Society (NVS), Karolinska Institutet, Huddinge, Sweden.ORCID iD: 0000-0002-6933-4637
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2024 (English)In: Upsala Journal of Medical Sciences, ISSN 0300-9734, E-ISSN 2000-1967, Vol. 129, article id e11001Article in journal (Refereed) Published
Abstract [en]

Background: Growth differentiation factor 15 (GDF-15) is a robust prognostic biomarker in patients with cardiovascular (CV) disease, and a better understanding of its clinical determinants is desirable. We aimed to study the associations between GDF-15 levels and traditional CV risk factors, indicators of atherosclerotic burden, and cardiac geometry and dysfunction in outpatients with peripheral arterial disease (PAD).

Methods: An explorative cross-sectional study (Study of Atherosclerosis in Vastmanland, Västerås, Sweden) included 439 outpatients with carotid or lower extremity PAD. The mean age was 70 years (standard deviation [SD] 7), and 59% of the patients were men. Plasma levels of GDF-15 were obtained along with potential determinants, including medical history, biochemical data, echocardiographic measures of cardiac geometry and function, ankle-brachial index (ABI), and carotid ultrasonographic data on intima-media thickness (IMT) and occurrence of carotid stenosis. The relations between GDF-15 concentrations (transformed with the natural logarithm) and the different determinants were evaluated using uni- and multivariable linear regression models. All pre-specified variables were included in the multivariable models.

Results: The multivariable analysis identified independent relations of GDF-15 with several of the included variables (adjusted R2 = 0.48). Diabetes (beta coefficient [β] of 0.37, 95% confidence interval [95% CI] 0.25 to 0.50), low-density lipoprotein (LDL) cholesterol (β = −0.22, 95% confidence interval [CI]: −0.34 to −0.09), and physical activity (β = −0.16, 95% CI: −0.25 to −0.06) had the strongest associations. In contrast, no significant independent associations with GDF-15 level were observed for cardiac geometry and function, ABI, IMT, or carotid stenosis.

Conclusions: Circulating GDF-15 is more strongly associated with traditional CV risk factors, especially diabetes, LDL cholesterol, and physical activity than with specific indicators of atherosclerotic burden or cardiac dysfunction. To better understand the pathophysiological role of GDF-15 and its link to clinical outcomes in patients with PAD, future studies should focus on the metabolic processes involved in atherosclerotic disease.

Place, publisher, year, edition, pages
Upsala Medical Society, 2024. Vol. 129, article id e11001
Keywords [en]
Atherosclerosis, biomarker, GDF-15, peripheral arterial disease, diabetes
National Category
Cardiology and Cardiovascular Disease
Research subject
Cardiology
Identifiers
URN: urn:nbn:se:uu:diva-511183DOI: 10.48101/ujms.v129.11001ISI: 001402698800001PubMedID: 39780955Scopus ID: 2-s2.0-85214133152OAI: oai:DiVA.org:uu-511183DiVA, id: diva2:1795459
Funder
Region VästmanlandThe Swedish Medical AssociationErik, Karin och Gösta Selanders FoundationStiftelsen Ulla och Karl-Erik Winbergs fond
Note

Title in the list of papers of Emma Skau's thesis: Determinants of growth differentiation factor 15 plasma levels in outpatients with peripheral vascular disease

Available from: 2023-09-08 Created: 2023-09-08 Last updated: 2025-02-10Bibliographically approved
In thesis
1. Targeted multiplex proteomics for risk stratification in patients with cardiovascular disease
Open this publication in new window or tab >>Targeted multiplex proteomics for risk stratification in patients with cardiovascular disease
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Risk stratification is valuable in patients with cardiovascular disease (CVD). Proteins involved in different pathophysiological processes in atherosclerosis have shown prognostic capacity. A new technology, Proximity Extension Assay (PEA), enables the simultaneous analysis of numerous plasma proteins from a minimal amount of plasma. 

In this thesis, the overall aim was to identify and study prognostic protein biomarkers that could become useful in risk stratification. We used PEA to identify the biomarkers with the best prediction of long-term mortality among patients with acute myocardial infarction (AMI) and peripheral arterial disease (PAD). 

The study populations included consecutive patients with AMI from the Västmanland Myocardial Infarction Study (VaMIS), outpatients with carotid or lower extremity PAD from the Peripheral Arterial Disease Study in Västmanland (PADVa), and a population-based control cohort. A set of 92 proteins was analysed with PEA and related to follow-up data in the populations. The biomarkers which were best at predicting all-cause mortality were identified using LASSO regression analyses. The added value of the identified biomarkers to clinical risk markers was evaluated by logistic or Cox regression models. 

The associations between the plasma concentrations of growth differentiation factor 15 (GDF-15) to clinical risk factors, indicators of atherosclerotic burden, and variables of cardiac geometry and function were analysed with linear regression models. 

Spearman’s rank correlation coefficients compared the plasma concentrations obtained from conventional immunoassays and PEA for GDF-15 and N-terminal pro-brain natriuretic peptide (NT-proBNP) in the PAD population and the population-based cohort without PAD. The association between the two assay data and outcome was evaluated separately with Cox regression.

GDF-15 and tumour necrosis factor-related apoptosis-inducing ligand receptor 2 (TRAIL-R2) had the best prognostic performance for all-cause mortality among individuals with AMI, and PAD, and improved the risk prediction beyond the established risk markers.

Circulating GDF-15 levels among individuals with PAD were independently associated with several of the clinical and biochemical risk variables, particularly diabetes and low low-density lipoprotein cholesterol.

We demonstrated an excellent correlation and a similar prognostic performance of plasma levels of NT-proBNP and GDF-15 obtained by conventional assays compared with PEA in both cohorts. Except for high levels of NT-proBNP, the PEA reliably reflects the serum levels obtained from the conventional assay.

Hopefully, our results can contribute to the finding of potential biomarkers useful in clinical practice in order to better identify subgroups among patients with CVD. In the long run, this might open up possibilities for individualised treatment and to more cost-effective follow-up routines, thus improving quality of life and longevity.

Place, publisher, year, edition, pages
Uppsala: Uppsala universitet, 2023. p. 83
Series
Digital Comprehensive Summaries of Uppsala Dissertations from the Faculty of Medicine, ISSN 1651-6206 ; 1975
Keywords
cardiovascular disease, proteomics, myocardial infarction, peripheral arterial disease, biomarker, GDF-15
National Category
Medical and Health Sciences Cardiology and Cardiovascular Disease
Research subject
Cardiology
Identifiers
urn:nbn:se:uu:diva-511184 (URN)978-91-513-1899-8 (ISBN)
Public defence
2023-11-09, Aulan, ingång 21., Västmanlands sjukhus Västerås, Västerås, 09:00 (Swedish)
Opponent
Supervisors
Available from: 2023-10-19 Created: 2023-09-21 Last updated: 2025-02-10

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Skau, EmmaWagner, PhilippeLeppert, JerzyÄrnlöv, JohanHedberg, Pär

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