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Yildirim A, Genc O, Evlice M, Erdogan A, Pacaci E, Ozderya A, Yerlikaya MG, Sezici E, Guler Y, Sen O, Guler A, Akyuz AR, Korkmaz L, Kurt IH. Predictive power of ALBI score-based nomogram for 30-day mortality following transcatheter aortic valve implantation. Biomark Med 2025; 19:305-316. [PMID: 40159704 PMCID: PMC12051588 DOI: 10.1080/17520363.2025.2483157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2024] [Accepted: 03/19/2025] [Indexed: 04/02/2025] Open
Abstract
AIM This retrospective, multi-center study evaluates the relationships between novel liver function scoring systems - Albumin-Bilirubin (ALBI) score, EZ-ALBI, PALBI, and MELD-XI - and outcomes in patients undergoing transcatheter aortic valve implantation (TAVI). Feature importance was assessed with SHAP-values via the XGBoost-algorithm. RESULTS The ALBI score exhibited the strongest association with 30-day mortality after TAVI (AUC = 0.723, p < 0.001), outperforming other scores in this regard and consistently demonstrating predictive power across various subgroup populations. Higher 30-day mortality rates were observed in the higher tertiles of the ALBI score compared to the lower tertiles (log-rank p-value = 0.004). The ALBI-based nomogram (C-index = 0.81, 95% CI:0.73-0.86, p = 0 < 001) demonstrated superior predictive power for 30-day mortality post-TAVI compared to the STS (C-index = 0.71, 95% CI :0.64-0.77, p = 0 < 001). In addition, the nomogram showed a significant improvement in reclassification (69.3%, p < 0.001) and a stronger discrimination 15.2%, p < 0.001) compared to the STS. It integrates nine variables, first ALBI score (SHAP:1.165), including NYHA class (0.594), body mass index (0.510), glomerular filtration rate, creatinine, hemoglobin, gender, predilatation requirement, presence of chronic kidney disease, and providing a comprehensive risk assessment tool. CONCLUSION This study exhibits the significance of liver dysfunction with AS patients and suggests incorporating liver function parameters in pre-operative risk assessments for better clinical outcomes in TAVI procedures.
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Affiliation(s)
- Abdullah Yildirim
- Department of Cardiology, University of Health Sciences, Adana City Training and Research Hospital, Adana, TÜRKIYE
| | - Omer Genc
- Department of Cardiology, University of Health Sciences, Basaksehir Cam & Sakura City Hospital, Istanbul, TÜRKIYE
| | - Mert Evlice
- Department of Cardiology, University of Health Sciences, Adana City Training and Research Hospital, Adana, TÜRKIYE
| | - Aslan Erdogan
- Department of Cardiology, University of Health Sciences, Basaksehir Cam & Sakura City Hospital, Istanbul, TÜRKIYE
| | - Emre Pacaci
- Department of Cardiology, University of Health Sciences, Adana City Training and Research Hospital, Adana, TÜRKIYE
| | - Ahmet Ozderya
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, TÜRKIYE
| | - Murat Gokhan Yerlikaya
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, TÜRKIYE
| | - Emre Sezici
- Department of Cardiology, University of Health Sciences, Adana City Training and Research Hospital, Adana, TÜRKIYE
| | - Yeliz Guler
- Department of Cardiology, University of Health Sciences, Basaksehir Cam & Sakura City Hospital, Istanbul, TÜRKIYE
| | - Omer Sen
- Department of Cardiology, University of Health Sciences, Adana City Training and Research Hospital, Adana, TÜRKIYE
| | - Ahmet Guler
- Department of Cardiology, University of Health Sciences, Basaksehir Cam & Sakura City Hospital, Istanbul, TÜRKIYE
| | - Ali Riza Akyuz
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, TÜRKIYE
| | - Levent Korkmaz
- Department of Cardiology, University of Health Sciences, Ahi Evren Cardiovascular and Thoracic Surgery Training and Research Hospital, Trabzon, TÜRKIYE
| | - Ibrahim Halil Kurt
- Department of Cardiology, University of Health Sciences, Adana City Training and Research Hospital, Adana, TÜRKIYE
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Venema CS, van Bergeijk KH, Hadjicharalambous D, Andreou T, Tromp J, Staal L, Krikken JA, van der Werf HW, van den Heuvel AF, Douglas YL, Lipsic E, Voors AA, Wykrzykowska JJ. Prediction of the Individual Aortic Stenosis Progression Rate and its Association With Clinical Outcomes. JACC. ADVANCES 2024; 3:100879. [PMID: 38939659 PMCID: PMC11198185 DOI: 10.1016/j.jacadv.2024.100879] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 11/22/2023] [Accepted: 01/12/2024] [Indexed: 06/29/2024]
Abstract
Background The progression rate of aortic stenosis differs between patients, complicating clinical follow-up and management. Objectives This study aimed to identify predictors associated with the progression rate of aortic stenosis. Methods In this retrospective longitudinal single-center cohort study, all patients with moderate aortic stenosis who presented between December 2011 and December 2022 and had echocardiograms available were included. The individual aortic stenosis progression rate was calculated based on aortic valve area (AVA) from at least 2 echocardiograms performed at least 6 months apart. Baseline factors associated with the progression rate of AVA were determined using linear mixed-effects models, and the association of progression rate with clinical outcomes was evaluated using Cox regression. Results The study included 540 patients (median age 69 years and 38% female) with 2,937 echocardiograms (median 5 per patient). Patients had a linear progression with a median AVA decrease of 0.09 cm2/y and a median peak jet velocity increase of 0.17 m/s/y. Rapid progression was independently associated with all-cause mortality (HR: 1.77, 95% CI: 1.26-2.48) and aortic valve replacement (HR: 3.44, 95% CI: 2.55-4.64). Older age, greater left ventricular mass index, atrial fibrillation, and chronic kidney disease were associated with a faster decline of AVA. Conclusions AVA decreases linearly in individual patients, and faster progression is independently associated with higher mortality. Routine clinical and echocardiographic variables accurately predict the individual progression rate and may aid clinicians in determining the optimal follow-up interval for patients with aortic stenosis.
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Affiliation(s)
- Constantijn S. Venema
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Kees. H. van Bergeijk
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Demetra Hadjicharalambous
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Theodora Andreou
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Jasper Tromp
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
- Saw Swee Hock School of Public Health, National University of Singapore, and the National University Health System, Singapore, Singapore
| | - Laura Staal
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Jan A. Krikken
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Hindrik W. van der Werf
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Ad F.M. van den Heuvel
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Yvonne L. Douglas
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Erik Lipsic
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Adriaan A. Voors
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
| | - Joanna J. Wykrzykowska
- Department of Cardiology and Cardiothoracic Surgery, Heart Centre, University Medical Centre Groningen, University of Groningen, Groningen, the Netherlands
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Candellier A, Bohbot Y, Pasquet A, Diouf M, Vermes E, Goffin E, Gun M, Peugnet F, Hénaut L, Rusinaru D, Mentaverri R, Kamel S, Choukroun G, Vanoverschelde JL, Tribouilloy C. Chronic kidney disease is a key risk factor for aortic stenosis progression. Nephrol Dial Transplant 2023; 38:2776-2785. [PMID: 37248048 PMCID: PMC10689189 DOI: 10.1093/ndt/gfad116] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2022] [Indexed: 05/31/2023] Open
Abstract
BACKGROUND Rapid progression of aortic stenosis (AS) has been observed in patients undergoing dialysis, but existing cross-sectional evidence is contradictory in non-dialysis-dependent chronic kidney disease (CKD). The present study sought to evaluate whether CKD is associated with the progression of AS over time in a large cohort of patients with AS. METHODS We retrospectively studied all consecutive patients diagnosed with AS [peak aortic jet velocity (Vmax) ≥2.5 m/s] and left ventricular ejection fraction ≥50% in the echocardiography laboratories of two tertiary centers between 2000 and 2018. The estimated glomerular filtration rate (eGFR) (mL/min/1.73 m2) was calculated from serum creatinine values. Patients were divided into five CKD stages according to the baseline eGFR. Annual rates of change in the aortic valve area (AVA) were determined by a linear mixed-effects model. RESULTS Among the 647 patients included, 261 (40%) had CKD. After a median follow-up of 2.9 (interquartile range 1.8-4.8) years, the mean overall rate of change in AVA was -0.077 (95% confidence interval -0.082; -0.073) cm2/year. There was an inverse relationship between the progression rate and kidney function. The more severe the CKD stage, the greater the AVA narrowing (P < .001). By multivariable linear regression analysis, the eGFR was also negatively associated (P < .001) with AS progression. An eGFR strata below 45 mL/min/1.73 m2 was associated with higher odds of rapid progression of AS than normal kidney function. During the clinical follow-up, event-free survival (patients free of aortic valve replacement or death) decreased as CKD progressed. Rapid progression of AS in patients with kidney dysfunction was associated with worse outcomes. CONCLUSIONS Patients with CKD exhibit more rapid progression of AS over time and require close monitoring. The link between kidney dysfunction and rapid progression of AS is still unknown and requires further research.
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Affiliation(s)
- Alexandre Candellier
- Department of Nephrology Dialysis and Transplantation, Amiens University Hospital, Amiens, France
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
| | - Yohann Bohbot
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
- Department of Cardiology, Amiens University Hospital, Amiens, France
| | - Agnes Pasquet
- Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium
- Department of Cardiology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Momar Diouf
- Department of Clinical Research, Amiens University Hospital, Amiens, France
| | - Emmanuelle Vermes
- Department of Cardiology, Amiens University Hospital, Amiens, France
| | - Eric Goffin
- Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium
- Department of Nephrology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Mesut Gun
- Department of Cardiology, Amiens University Hospital, Amiens, France
- Department of Clinical Research, Amiens University Hospital, Amiens, France
| | - Fanny Peugnet
- Department of Cardiology, Amiens University Hospital, Amiens, France
| | - Lucie Hénaut
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
| | - Dan Rusinaru
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
- Department of Cardiology, Amiens University Hospital, Amiens, France
| | - Romuald Mentaverri
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
- Department of Biochemistry, Amiens-Picardie University Hospital, Amiens, France
| | - Saïd Kamel
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
- Department of Biochemistry, Amiens-Picardie University Hospital, Amiens, France
| | - Gabriel Choukroun
- Department of Nephrology Dialysis and Transplantation, Amiens University Hospital, Amiens, France
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
| | - Jean-Louis Vanoverschelde
- Institut de Recherche Expérimentale et Clinique, Université Catholique de Louvain, Brussels, Belgium
- Department of Cardiology, Cliniques Universitaires Saint-Luc, Brussels, Belgium
| | - Christophe Tribouilloy
- UR UPJV 7517, Jules Verne University of Picardie, Amiens, France
- Department of Cardiology, Amiens University Hospital, Amiens, France
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Tobe A, Tanaka A, Tokuda Y, Shirai Y, Miyazaki T, Yuhara S, Akita S, Furusawa K, Ishii H, Mutsuga M, Murohara T. Impact of Albuminuria on the Prognosis After Transcatheter Aortic Valve Implantation. Am J Cardiol 2023; 186:156-162. [PMID: 36280473 DOI: 10.1016/j.amjcard.2022.09.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2022] [Revised: 09/06/2022] [Accepted: 09/26/2022] [Indexed: 11/01/2022]
Abstract
The impact of preoperative albuminuria on the prognosis after transcatheter aortic valve implantation (TAVI) has not been studied. A total of 228 patients who underwent TAVI for severe aortic stenosis (AS) and for whom preoperative urinary data was available were retrospectively investigated. Patients were divided into two groups according to the urinary albumin-to-creatinine ratio (ACR): high (ACR≥ 30 mg/g) and low (ACR<30 mg/g). The urinary total protein-to-creatinine ratio (PCR) and dipstick proteinuria were also evaluated. The primary outcome was the composite outcome of all-cause death and readmission for heart failure. In total, 117 patients had a high ACR and 111 patients had a low ACR. During the median follow-up period of 467 days, patients with a high ACR had a higher incidence of the primary outcome than those with a low ACR (p<0.001). Patients with a high PCR or positive dipstick proteinuria were also at a higher risk for the primary outcome (p<0.001 and p=0.008, respectively). Multivariable Cox proportional hazards analysis showed a high ACR was independently associated with a primary outcome (hazard ratio, 4.98; 95% confidence interval, 1.84-13.49; p=0.002). In conclusion, preoperative albuminuria is an independent predictor of cardiac events in patients with severe AS undergoing TAVI.
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Affiliation(s)
- Akihiro Tobe
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan.
| | - Akihito Tanaka
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshiyuki Tokuda
- Department of Cardiac Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Yoshinori Shirai
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Tatsuya Miyazaki
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Satoshi Yuhara
- Department of Cardiac Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Sho Akita
- Department of Cardiac Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Kenji Furusawa
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Hideki Ishii
- Department of Cardiology, Gunma University Graduate School of Medicine, Maebashi, Japan
| | - Masato Mutsuga
- Department of Cardiac Surgery, Nagoya University Graduate School of Medicine, Nagoya, Japan
| | - Toyoaki Murohara
- Department of Cardiology, Nagoya University Graduate School of Medicine, Nagoya, Japan
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Karandikar VM, Honda Y, Ishigami J, Lutsey PL, Hall M, Solomon S, Coresh J, Shah A, Matsushita K. Cardiac Valve Disease and Prevalent and Incident CKD in Community-Dwelling Older Adults: The Atherosclerosis Risk in Communities (ARIC) Study. Kidney Med 2022; 4:100559. [PMID: 36483991 PMCID: PMC9722472 DOI: 10.1016/j.xkme.2022.100559] [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] [Indexed: 12/04/2022] Open
Abstract
Rationale & Objective Recent literature suggests improvement in kidney function after percutaneous valvular replacement therapies, implying a pathophysiological contribution of valvular heart disease to chronic kidney disease (CKD). However, this association has not been investigated epidemiologically. We aimed to assess the association of valvular abnormality with prevalent and incident CKD. Study Design Cross-sectional and prospective analyses. Setting & Participants Community-dwelling participants (mean age 75.5 [standard deviation 5.1] years) from the Atherosclerosis Risk in Communities study (2011-2013). Exposure Valvular abnormality defined as echocardiography-based aortic stenosis, aortic regurgitation, and mitral regurgitation. Outcomes Prevalent CKD was defined as estimated glomerular filtration rate (eGFR]) <60 mL/min/1.73 m2. Incident CKD was defined as progression to eGFR <60 mL/min/1.73 m2 with ≥25% decline or hospitalization/deaths with CKD diagnosis. Analytical Approach We cross-sectionally evaluated the association between valvular abnormality and prevalent CKD with logistic regression in 5,216 participants. Then, 3,752 participants without prevalent CKD were analyzed for incident CKD using Cox models. Results There were 1.4% (n = 74) with any aortic stenosis, 10.6% (n = 555) with any aortic regurgitation, and 43.1% (n = 2,249) with any mitral regurgitation. After adjustment for potential confounders, any mitral regurgitation and moderate/severe aortic regurgitation showed significant associations with prevalent CKD (adjusted OR, 1.17 [95% CI, 1.03-1.34] and 2.82 [95% CI, 1.12-7.10]), as did any aortic stenosis in a sensitivity analysis with prevalent CKD defined including albuminuria ≥30 mg/g (1.83 [95% CI, 1.10-3.05]). Only any aortic stenosis showed an independent association with incident CKD (adjusted HR, 2.12 [95% CI, 1.13-4.00]). Limitations Despite a relatively large study population, some subgroups had small numbers. Although we minimized reverse causation, we cannot completely rule it out. Conclusions Different valvular abnormality types were associated with prevalent CKD. Only aortic stenosis was robustly associated with incident CKD. These findings suggest an etiological link between valvular abnormality and CKD, highlighting the importance of clinical attention to kidney function in individuals with aortic stenosis.
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Affiliation(s)
- Vedika M. Karandikar
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Yasuyuki Honda
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Junichi Ishigami
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Pamela L. Lutsey
- Division of Epidemiology and Community Health, School of Public Health, University of Minnesota, Minneapolis, MN
| | - Michael Hall
- Department of Medicine-Cardiology, University of Mississippi Medical Center, Jackson, MS
- Mississippi Center for Heart Research, Department of Physiology and Biophysics, University of Mississippi Medical Center, Jackson, MS
| | - Scott Solomon
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Josef Coresh
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Amil Shah
- Department of Medicine, Brigham and Women’s Hospital, Harvard Medical School, Boston, MA
| | - Kunihiro Matsushita
- Department of Epidemiology and Welch Center for Prevention, Epidemiology, and Clinical Research, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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Pinto G, Fragasso G. Aortic valve stenosis: drivers of disease progression and drug targets for therapeutic opportunities. Expert Opin Ther Targets 2022; 26:633-644. [DOI: 10.1080/14728222.2022.2118576] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Affiliation(s)
- Giuseppe Pinto
- Departmen of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- IRCCS Humanitas Research Hospital, Rozzano-Milan, Italy
| | - Gabriele Fragasso
- Department of Clinical Cardiology, Heart Failure Clinic, IRCCS San Raffaele Scientific Institute, Milano
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