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Täger T, Rößmann P, Frey N, Estler B, Mäck M, Schlegel P, Beckendorf J, Frankenstein L, Fröhlich H. Long-Term Trajectories of Biomarkers, Functional, and Echocardiographic Parameters in Patients with Chronic Heart Failure from Dilated or Ischaemic Cardiomyopathy. Cardiology 2023; 148:485-496. [PMID: 37517385 DOI: 10.1159/000532070] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/02/2023] [Accepted: 07/10/2023] [Indexed: 08/01/2023]
Abstract
INTRODUCTION The long-term evolution of clinical, echocardiographic, and laboratory parameters of cardiac function in patients with chronic heart failure (HF) with either reduced (HFrEF) or mildly reduced (HFmrEF) left ventricular ejection fraction (LVEF) is incompletely characterised. METHODS We identified patients with chronic stable HF who presented at least twice to a university HF outpatient clinic between 1995 and 2021. Trajectories of NYHA functional class, LVEF, left ventricular internal end-diastolic diameter (LVIDD), NT-proBNP concentrations, and HF treatment over 10 years of follow-up were analysed using fractional polynomials. Analyses were repeated after stratifying patients according to aetiology (ischaemic vs. dilated) or HF category (HFrEF vs. HFmrEF). RESULTS A total of 2,132 patients were included, of whom 51% had ischaemic and 49% had dilated HF. Eighty six percent and 14% were classified as HFrEF and HFmrEF, respectively. Mean LVEF was 28 ± 10%, and median NT-proBNP and estimated glomerular filtration rate values were 1,170 (385-3,176) pmol/L and 81 (62-100) mL/min/1.73 m2, respectively. Median follow-up was 5.2 (2.6-9.2) years. Overall, NYHA functional class and LVIDD trajectories were U-shaped, whereas LVEF and NT-proBNP concentrations markedly improved during the first year and remained stable thereafter. However, the evolution of HF parameters significantly differed with respect to HF category and aetiology, with greater improvements seen in patients with HFrEF of non-ischaemic origin. Improvements in HF variables were associated with optimization of HF therapy, notably with initiation and up-titration of renin-angiotensin-system blockers. CONCLUSION This study provides insights into the natural history of HF in a large cohort of well-treated chronic HF outpatients with respect to subgroups of HF and different aetiologists.
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Affiliation(s)
- Tobias Täger
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Paulina Rößmann
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Norbert Frey
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Bent Estler
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Mirjam Mäck
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Philipp Schlegel
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Jan Beckendorf
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Lutz Frankenstein
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
| | - Hanna Fröhlich
- Department for Cardiology, Angiology and Pulmology, University Hospital Heidelberg, Heidelberg, Germany
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de Bakker M, Petersen TB, Akkerhuis KM, Harakalova M, Umans VA, Germans T, Caliskan K, Katsikis PD, van der Spek PJ, Suthahar N, de Boer RA, Rizopoulos D, Asselbergs FW, Boersma E, Kardys I. Sex-based differences in cardiovascular proteomic profiles and their associations with adverse outcomes in patients with chronic heart failure. Biol Sex Differ 2023; 14:29. [PMID: 37198662 DOI: 10.1186/s13293-023-00516-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Accepted: 05/05/2023] [Indexed: 05/19/2023] Open
Abstract
BACKGROUND Studies focusing on sex differences in circulating proteins in patients with heart failure with reduced ejection fraction (HFrEF) are scarce. Insight into sex-specific cardiovascular protein profiles and their associations with the risk of adverse outcomes may contribute to a better understanding of the pathophysiological processes involved in HFrEF. Moreover, it could provide a basis for the use of circulating protein measurements for prognostication in women and men, wherein the most relevant protein measurements are applied in each of the sexes. METHODS In 382 patients with HFrEF, we performed tri-monthly blood sampling (median follow-up: 25 [13-31] months). We selected all baseline samples and two samples closest to the primary endpoint (PEP: composite of cardiovascular death, heart transplantation, left ventricular assist device implantation, and HF hospitalization) or censoring. We then applied an aptamer-based multiplex proteomic assay identifying 1105 proteins previously associated with cardiovascular disease. We used linear regression models and gene-enrichment analysis to study sex-based differences in baseline levels. We used time-dependent Cox models to study differences in the prognostic value of serially measured proteins. All models were adjusted for the MAGGIC HF mortality risk score and p-values for multiple testing. RESULTS In 104 women and 278 men (mean age 62 and 64 years, respectively) cumulative PEP incidence at 30 months was 25% and 35%, respectively. At baseline, 55 (5%) out of the 1105 proteins were significantly different between women and men. The female protein profile was most strongly associated with extracellular matrix organization, while the male profile was dominated by regulation of cell death. The association of endothelin-1 (Pinteraction < 0.001) and somatostatin (Pinteraction = 0.040) with the PEP was modified by sex, independent of clinical characteristics. Endothelin-1 was more strongly associated with the PEP in men (HR 2.62 [95%CI, 1.98, 3.46], p < 0.001) compared to women (1.14 [1.01, 1.29], p = 0.036). Somatostatin was positively associated with the PEP in men (1.23 [1.10, 1.38], p < 0.001), but inversely associated in women (0.33 [0.12, 0.93], p = 0.036). CONCLUSION Baseline cardiovascular protein levels differ between women and men. However, the predictive value of repeatedly measured circulating proteins does not seem to differ except for endothelin-1 and somatostatin.
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Affiliation(s)
- Marie de Bakker
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Teun B Petersen
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
- Department of Biostatistics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - K Martijn Akkerhuis
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Magdalena Harakalova
- Department of Cardiology, Division Heart and Lungs, Circulatory Health Research Center, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands
- Regenerative Medicine Center Utrecht, University Medical Center Utrecht, University of Utrecht, Utrecht, The Netherlands
| | - Victor A Umans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Tjeerd Germans
- Department of Cardiology, Northwest Clinics, Alkmaar, The Netherlands
| | - Kadir Caliskan
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Peter D Katsikis
- Department of Immunology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Peter J van der Spek
- Department of Pathology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Navin Suthahar
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Rudolf A de Boer
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Dimitris Rizopoulos
- Department of Biostatistics, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
- Department of Epidemiology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Folkert W Asselbergs
- Amsterdam University Medical Centers, Department of Cardiology, University of Amsterdam, Amsterdam, The Netherlands
- Health Data Research UK and Institute of Health Informatics, University College London, London, UK
| | - Eric Boersma
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands
| | - Isabella Kardys
- Department of Cardiology, Erasmus MC Cardiovascular Institute, University Medical Center Rotterdam, Room Na-316, P.O. Box 2040, 3000 CA, Rotterdam, The Netherlands.
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Field RJ, Adamson C, Jhund P, Lewsey J. Joint modelling of longitudinal processes and time-to-event outcomes in heart failure: systematic review and exemplar examining the relationship between serum digoxin levels and mortality. BMC Med Res Methodol 2023; 23:94. [PMID: 37076796 PMCID: PMC10114381 DOI: 10.1186/s12874-023-01918-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2022] [Accepted: 04/05/2023] [Indexed: 04/21/2023] Open
Abstract
BACKGROUND Joint modelling combines two or more statistical models to reduce bias and increase efficiency. As the use of joint modelling increases it is important to understand how and why it is being applied to heart failure research. METHODS A systematic review of major medical databases of studies which used joint modelling within heart failure alongside an exemplar; joint modelling repeat measurements of serum digoxin with all-cause mortality using data from the Effect of Digoxin on Mortality and Morbidity in Patients with Heart Failure (DIG) trial. RESULTS Overall, 28 studies were included that used joint models, 25 (89%) used data from cohort studies, the remaining 3 (11%) using data from clinical trials. 21 (75%) of the studies used biomarkers and the remaining studies used imaging parameters and functional parameters. The exemplar findings show that a per unit increase of square root serum digoxin is associated with the hazard of all-cause mortality increasing by 1.77 (1.34-2.33) times when adjusting for clinically relevant covariates. CONCLUSION Recently, there has been a rise in publications of joint modelling being applied to heart failure. Where appropriate, joint models should be preferred over traditional models allowing for the inclusion of repeated measures while accounting for the biological nature of biomarkers and measurement error.
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Affiliation(s)
- Ryan J Field
- Health Economics and Health Technology Assessment, School of Health and Wellbeing, University of Glasgow, 90 Byres Road, Glasgow, G12 8TB, UK.
| | - Carly Adamson
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Pardeep Jhund
- School of Cardiovascular and Metabolic Health, University of Glasgow, Glasgow, UK
| | - Jim Lewsey
- Health Economics and Health Technology Assessment, School of Health and Wellbeing, University of Glasgow, 90 Byres Road, Glasgow, G12 8TB, UK
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Roehm B, McAdams M, Hedayati SS. Novel Biomarkers of Kidney Disease in Advanced Heart Failure: Beyond GFR and Proteinuria. Curr Heart Fail Rep 2022; 19:223-235. [PMID: 35624386 DOI: 10.1007/s11897-022-00557-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/25/2022] [Indexed: 12/13/2022]
Abstract
PURPOSE Kidney disease is a common finding in patients with heart failure and can significantly impact treatment decisions and outcomes. Abnormal kidney function is currently determined in clinical practice using filtration markers in the blood to estimate glomerular filtration rate, but the manifestations of kidney disease in the setting of heart failure are much more complex than this. In this manuscript, we review novel biomarkers that may provide a more well-rounded assessment of kidney disease in patients with heart failure. RECENT FINDINGS Galectin-3, ST2, FGF-23, suPAR, miRNA, GDF-15, and NAG may be prognostic of kidney disease progression. L-FABP and suPAR may help predict acute kidney injury (AKI). ST2 and NAG may be helpful in diuretic resistance. Several biomarkers may be useful in determining prognosis of long-term kidney disease progression, prediction of AKI, and development of diuretic resistance. Further research into the mechanisms of kidney disease in heart failure utilizing many of these biomarkers may lead to the identification of therapeutic targets.
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Affiliation(s)
- Bethany Roehm
- Division of Nephrology, Department of Internal Medicine, University of Texas Southwestern Medical Center, 6201 Harry Hines Boulevard, Dallas, TX, 75390, USA.
| | - Meredith McAdams
- Division of Nephrology, Department of Internal Medicine, University of Texas Southwestern Medical Center, 6201 Harry Hines Boulevard, Dallas, TX, 75390, USA
| | - S Susan Hedayati
- Division of Nephrology, Department of Internal Medicine, University of Texas Southwestern Medical Center, 6201 Harry Hines Boulevard, Dallas, TX, 75390, USA
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