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Pekař M, Jiravský O, Novák J, Branny P, Balušík J, Daniš D, Hečko J, Kantor M, Prosecky R, Blaha L, Neuwirth R. Sarcopenia and adipose tissue evaluation by artificial intelligence predicts the overall survival after TAVI. Sci Rep 2024; 14:8842. [PMID: 38632317 PMCID: PMC11024085 DOI: 10.1038/s41598-024-59134-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/08/2024] [Indexed: 04/19/2024] Open
Abstract
Sarcopenia is a serious systemic disease that reduces overall survival. TAVI is selectively performed in patients with severe aortic stenosis who are not indicated for open cardiac surgery due to severe polymorbidity. Artificial intelligence-assisted body composition assessment from available CT scans appears to be a simple tool to stratify these patients into low and high risk based on future estimates of all-cause mortality. Within our study, the segmentation of preprocedural CT scans at the level of the lumbar third vertebra in patients undergoing TAVI was performed using a neural network (AutoMATiCA). The obtained parameters (area and density of skeletal muscles and intramuscular, visceral, and subcutaneous adipose tissue) were analyzed using Cox univariate and multivariable models for continuous and categorical variables to assess the relation of selected variables with all-cause mortality. 866 patients were included (median(interquartile range)): age 79.7 (74.9-83.3) years; BMI 28.9 (25.9-32.6) kg/m2. Survival analysis was performed on all automatically obtained parameters of muscle and fat density and area. Skeletal muscle index (SMI in cm2/m2), visceral (VAT in HU) and subcutaneous adipose tissue (SAT in HU) density predicted the all-cause mortality in patients after TAVI expressed as hazard ratio (HR) with 95% confidence interval (CI): SMI HR 0.986, 95% CI (0.975-0.996); VAT 1.015 (1.002-1.028) and SAT 1.014 (1.004-1.023), all p < 0.05. Automatic body composition assessment can estimate higher all-cause mortality risk in patients after TAVI, which may be useful in preoperative clinical reasoning and stratification of patients.
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Affiliation(s)
- Matej Pekař
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
- Department of Physiology, Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Otakar Jiravský
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
| | - Jan Novák
- Department of Physiology, Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic.
- 2nd Department of Internal Medicine, St. Anne's University Hospital in Brno, Pekařská 53, 656 91, Brno, Czech Republic.
- Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic.
| | - Piotr Branny
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
- Faculty of Medicine, Palacky University, Krizkovskeho 511/8, 779 00, Olomouc, Czech Republic
| | - Jakub Balušík
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
| | - Daniel Daniš
- The Jackson Laboratory for Genomic Medicine, 10 Discovery Drive, Farmington, CT, 06032, USA
| | - Jan Hečko
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
- Faculty of Electrical Engineering and Computer Science, VSB - Technical University of Ostrava, 17. Listopadu Street 2172/15, 708 00, Ostrava, Czech Republic
| | - Marek Kantor
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
| | - Robert Prosecky
- 2nd Department of Internal Medicine, St. Anne's University Hospital in Brno, Pekařská 53, 656 91, Brno, Czech Republic
- Faculty of Medicine, Masaryk University, Kamenice 5, 625 00, Brno, Czech Republic
| | - Lubomir Blaha
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
| | - Radek Neuwirth
- Hospital AGEL Třinec-Podlesí, Konská 453, 739 61, Třinec, Czech Republic
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Niebauer J, Bäck C, Bischoff-Ferrari HA, Dehbi HM, Szekely A, Völler H, Sündermann SH. Preinterventional frailty assessment in patients scheduled for cardiac surgery or transcatheter aortic valve implantation: a consensus statement of the European Association for Cardio-Thoracic Surgery (EACTS) and the European Association of Preventive Cardiology (EAPC) of the European Society of Cardiology (ESC). Eur J Prev Cardiol 2024; 31:146-181. [PMID: 37804173 DOI: 10.1093/eurjpc/zwad304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 03/22/2023] [Indexed: 10/09/2023]
Affiliation(s)
- Josef Niebauer
- Paracelsus Medical University Salzburg, Institute of Sports Medicine, Prevention and Rehabilitation, Salzburg, Austria
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
- REHA-Zentrum Salzburg, University Hospital Salzburg, Austria
| | - Caroline Bäck
- Department of Cardiothoracic Surgery, RT, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Heike A Bischoff-Ferrari
- Center on Ageing and Mobility, University Hospital and University of Zurich, Zurich, Switzerland
| | - Hakim-Moulay Dehbi
- University College London, Comprehensive Clinical Trials Unit, London, Great Britain
| | - Andrea Szekely
- Semmelweis University, Department of Anesthesiology and Intensive Therapy, Budapest, Hungary
| | - Heinz Völler
- Faculty of Health Sciences Brandenburg, University of Potsdam, Department of Rehabilitation Medicine, Potsdam, Germany
- Klinik am See, Rehabilitation Centre for Internal Medicine, Rüdersdorf, Germany
| | - Simon H Sündermann
- Deutsches Herzzentrum der Charité, Department of Cardiothoracic and Vascular Surgery, Berlin, Germany
- Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- DZHK (German Center of Cardiovascular Research), Partner Site Berlin, Berlin, Germany
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Yang YW, Pan P, Xia X, Zhou YW, Ge ML. Prognostic value of sarcopenia in older adults with transcatheter aortic valve implantation: A systematic review and meta-analysis. Arch Gerontol Geriatr 2023; 115:105125. [PMID: 37481845 DOI: 10.1016/j.archger.2023.105125] [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: 04/16/2023] [Revised: 06/30/2023] [Accepted: 07/10/2023] [Indexed: 07/25/2023]
Abstract
OBJECTIVE We conducted this systematic review and meta-analysis to summarize the prevalence of sarcopenia and its impact on mortality in patients undergoing TAVI. METHOD Medline, EMBASE, and PubMed were searched from inception to October 14, 2022 to retrieve eligible studies that assessed sarcopenia in patients undergoing TAVI. Pooled sarcopenia prevalence was calculated with 95% confidence interval (CI), and heterogeneity was estimated using the I2 test. Associations of sarcopenia with mortality of post-TAVI were expressed as hazard ratio (HR) or odds ratios (OR) and 95% CI. RESULTS 13 studies involving 5248 patients (mean age from 78.1 to 84.9 years) undergoing TAVI were included. There were eleven studies defined sarcopenia based on loss of skeletal muscle mass index (SMI), while only two studies used low muscle mass plus low muscle strength and/or low physical performance. Overall, the pooled prevalence of sarcopenia in patients undergoing TAVI was 49% (95% CI 41%-58%). Sarcopenia was associated with an increased risk of long-term (≥1 year) mortality in patients after TAVI (HR 1.57, 95% CI 1.33-1.85, P < 0.001), with similar findings in the subgroups stratified by follow-up time, definition of sarcopenia, study location, and study design. Furthermore, the 1-, 2-, and 3-year cumulative probabilities of survival in patients with sarcopenia were significantly lower than non-sarcopenia (74.0% vs 91.0%, 68.3% vs 78.0%, and 72.6% vs 79.8%, all P < 0.05). CONCLUSIONS Although there are substantial differences in diagnostic criteria, sarcopenia is highly prevalent in patients undergoing TAVI and its linked to increased long-term mortality after TAVI.
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Affiliation(s)
- Yan-Wu Yang
- The Emergency Department, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Pan Pan
- The Emergency Department, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Xin Xia
- The Center of Gerontology and Geriatrics (National Clinical Research Center for Geriatrics), West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Yi-Wu Zhou
- The Emergency Department, West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China
| | - Mei-Ling Ge
- The Center of Gerontology and Geriatrics (National Clinical Research Center for Geriatrics), West China Hospital, Sichuan University, Chengdu, 610041, Sichuan, China.
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Sündermann SH, Bäck C, Bischoff-Ferrari HA, Dehbi HM, Szekely A, Völler H, Niebauer J. Preinterventional frailty assessment in patients scheduled for cardiac surgery or transcatheter aortic valve implantation: a consensus statement of the European Association for Cardio-Thoracic Surgery (EACTS) and the European Association of Preventive Cardiology (EAPC) of the European Society of Cardiology (ESC). Eur J Cardiothorac Surg 2023; 64:ezad181. [PMID: 37804175 DOI: 10.1093/ejcts/ezad181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 03/22/2023] [Indexed: 10/09/2023] Open
Affiliation(s)
- Simon H Sündermann
- Deutsches Herzzentrum der Charité, Department of Cardiothoracic and Vascular Surgery, Berlin, Germany
- Charité- Universitätsmedizin Berlin, corporate member of Freie Universität Berlin and Humboldt Universität zu Berlin, Berlin, Germany
- DZHK (German Center of Cardiovascular Research), Partner Site Berlin, Berlin, Germany
| | - Caroline Bäck
- Department of Cardiothoracic Surgery, RT, Rigshospitalet, Copenhagen University Hospital, Copenhagen, Denmark
| | - Heike A Bischoff-Ferrari
- Center on Ageing and Mobility, University Hospital and University of Zurich, Zurich, Switzerland
| | - Hakim-Moulay Dehbi
- University College London, Comprehensive Clinical Trials Unit, London, Great Britain
| | - Andrea Szekely
- Semmelweis University, Department of Anesthesiology and Intensive Therapy, Budapest, Hungary
| | - Heinz Völler
- Faculty of Health Sciences Brandenburg, University of Potsdam, Department of Rehabilitation Medicine, Potsdam, Germany
- Klinik am See, Rehabilitation Centre for Internal Medicine, Rüdersdorf, Germany
| | - Josef Niebauer
- Paracelsus Medical University Salzburg, Institute of Sports Medicine, Prevention and Rehabilitation, Salzburg, Austria
- Ludwig Boltzmann Institute for Digital Health and Prevention, Salzburg, Austria
- REHA-Zentrum Salzburg, University Hospital Salzburg, Austria
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Imamura T, Fujioka H, Ushijima R, Sobajima M, Fukuda N, Ueno H, Kinugawa K. Prognostic Impact of Psoas Muscle Mass Index following Trans-Catheter Aortic Valve Replacement. J Clin Med 2023; 12:3943. [PMID: 37373637 DOI: 10.3390/jcm12123943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 06/04/2023] [Accepted: 06/08/2023] [Indexed: 06/29/2023] Open
Abstract
BACKGROUND Psoas muscle mass is a recently featured index of sarcopenia, which has a negative prognostic impact in patients with a variety of diseases. We investigated the prognostic impact of baseline psoas muscle mass in patients receiving a trans-catheter aortic valve replacement (TAVR). METHODS Patients who received TAVR at our center between 2015 and 2022 were included. Patients received computer tomography imaging upon admission as an institutional protocol, and psoas muscle mass was measured, which was indexed by body surface area. Patients were followed for four years or until January 2023. The prognostic impact of psoas muscle mass index on 4-year mortality following index discharge was evaluated. RESULTS A total of 322 patients (85 years, 95 male) were included. Median psoas muscle mass index at baseline was 10.9 (9.0, 13.5) × 10 cm3/m2. A lower psoas muscle mass index tended to be associated with several index of malnutrition and sarcopenia. A psoas muscle mass index was independently associated with 4-year mortality with an adjusted hazard ratio of 0.88 (95% confidence interval 0.79-0.99, p = 0.044). Patients with lower psoas muscle mass index (below the statistically calculated cutoff of 10.7 × 10 cm3/m2, N = 152) had significantly higher cumulative 4-year mortality compared with others (32% versus 13%, p = 0.008). CONCLUSIONS A lower psoas muscle mass index, which is a recently featured objective marker of sarcopenia, was associated with mid-term mortality following TAVR in the elderly cohort with severe aortic stenosis. The measurement of psoas muscle mass index prior to TAVR could have clinical implications for shared decision-making among patients, their relatives, and clinicians.
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Affiliation(s)
- Teruhiko Imamura
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Hayato Fujioka
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Ryuichi Ushijima
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Mitsuo Sobajima
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Nobuyuki Fukuda
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Hiroshi Ueno
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
| | - Koichiro Kinugawa
- The Second Department of Internal Medicine, University of Toyama, Toyama 930-0194, Japan
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van Erck D, Dolman CD, Limpens J, Scholte op Reimer WJM, Henriques JP, Delewi R, Schoufour JD. Preprocedural muscle strength and physical performance and the association with functional decline or mortality in frail older patients after transcatheter aortic valve implementation: a systematic review and meta-analysis. Age Ageing 2022; 51:afac211. [PMID: 36173992 PMCID: PMC9521795 DOI: 10.1093/ageing/afac211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND A significant number of older patients planned for transcatheter aortic valve implantation (TAVI) experience a decline in physical functioning and death, despite a successful procedure. OBJECTIVE To systematically review the literature on the association of preprocedural muscle strength and physical performance with functional decline or long-term mortality after TAVI. METHODS We followed the PRISMA guidelines and pre-registered this review at PROSPERO (CRD42020208032). A systematic search was conducted in MEDLINE and EMBASE from inception to 10 December 2021. Studies reporting on the association of preprocedural muscle strength or physical performance with functional decline or long-term (>6 months) mortality after the TAVI procedure were included. For outcomes reported by three or more studies, a meta-analysis was performed. RESULTS In total, two studies reporting on functional decline and 29 studies reporting on mortality were included. The association with functional decline was inconclusive. For mortality, meta-analysis showed that low handgrip strength (hazard ratio (HR) 1.80 [95% confidence interval (CI): 1.22-2.63]), lower distance on the 6-minute walk test (HR 1.15 [95% CI: 1.09-1.21] per 50 m decrease), low performance on the timed up and go test (>20 s) (HR 2.77 [95% CI: 1.79-4.30]) and slow gait speed (<0.83 m/s) (HR 2.24 [95% CI: 1.32-3.81]) were associated with higher long-term mortality. CONCLUSIONS Low muscle strength and physical performance are associated with higher mortality after TAVI, while the association with functional decline stays inconclusive. Future research should focus on interventions to increase muscle strength and physical performance in older cardiac patients.
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Affiliation(s)
- Dennis van Erck
- Department of Cardiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Christine D Dolman
- Department of Cardiothoracic Surgery, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Jacqueline Limpens
- Medical Library, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Wilma J M Scholte op Reimer
- Department of Cardiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
- Research Group Chronic Diseases, HU University of Applied Sciences, Utrecht, The Netherlands
| | - José P Henriques
- Department of Cardiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Ronak Delewi
- Department of Cardiology, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Josje D Schoufour
- Faculty of Health, Center of Expertise Urban Vitality, Amsterdam University of Applied Science, Amsterdam, The Netherlands
- Faculty of Sports and Nutrition, Center of Expertise Urban Vitality, Amsterdam University of Applied Science, Amsterdam, The Netherlands
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