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Montemurro A, Rodríguez-Juan JJ, Martínez-García MDM, Ruiz-Cárdenas JD. Validity of a video-analysis-based app to detect prefrailty or frailty plus sarcopenia syndromes in community-dwelling older adults: Diagnostic accuracy study. Digit Health 2024; 10:20552076241232878. [PMID: 38384370 PMCID: PMC10880523 DOI: 10.1177/20552076241232878] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/23/2024] [Indexed: 02/23/2024] Open
Abstract
Objectives Sarcopenia and frailty have been associated with an increased risk of suffering health-related adverse events but the combination of both conditions results in worse health-related outcomes than either condition alone. Since both syndromes are reversible states, their early detection is fundamental. This study aims to validate a video analysis-based App to detect the presence of frailty or prefrailty plus sarcopenia syndromes and to analyze its construct validity with health-related risk factors. Methods A total of 686 community-dwelling older adults (median-age: 72, 59% female) were enrolled. Muscle power generated during a sit-to-stand test using the App and calf circumference were considered the index test. The reference standards were the EWGSOP2 criteria (five-chair stand test plus appendicular skeletal mass or skeletal muscle index) and Fried's frailty phenotype. Area under the curve (AUC), sensitivity, specificity, positive and negative predictive values (PPV and NPV) were calculated. Results The prevalence of both syndromes varied from 2.9% to 7.2% depending on the diagnostic criteria used for sarcopenia assessment. Excellent-to-outstanding AUC values were observed (range 0.80-0.92). Sensitivity and specificity ranged from 75% to 100% and 81.7% to 87.2%, respectively. PPV and NPV ranged from 12.1% to 37.5% and 97.9% to 100%, respectively. Individuals diagnosed by the App showed an increased risk of polypharmacy, depression, comorbidities, falls, hospitalization, low socioeconomical and educational levels, and smoking and poor self-perceived health compared to their healthy counterparts. Conclusions This App seems to be reliable to detect the simultaneous presence of both syndromes in community-dwelling older adults. Individuals diagnosed by the App showed more odds to have health-related risk factors.
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Affiliation(s)
- Alessio Montemurro
- Physiotherapy Department, Faculty of Physiotherapy, Podiatry and Occupational Therapy, Universidad Católica de Murcia, Murcia, Spain
| | - Juan J Rodríguez-Juan
- Physiotherapy Department, Facultad de Medicina, Universidad de Murcia, Murcia, Spain
| | - María del Mar Martínez-García
- Physiotherapy Department, Faculty of Physiotherapy, Podiatry and Occupational Therapy, Universidad Católica de Murcia, Murcia, Spain
- Cystic Fibrosis Association of Murcia, Murcia, Spain
| | - Juan D Ruiz-Cárdenas
- Physiotherapy Department, Faculty of Physiotherapy, Podiatry and Occupational Therapy, Universidad Católica de Murcia, Murcia, Spain
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Valdiviesso R, Amaral TF, Moreira E, Sousa-Santos AR, Fernandes M, Aguiar MJV, Martins S, Azevedo LF, Fernandes L, Silva-Cardoso J, Borges N. Associations of medicine use and ejection fraction with the coexistence of frailty and sarcopenia in a sample of heart failure outpatients: a cross-sectional study. BMC Cardiovasc Disord 2023; 23:594. [PMID: 38053018 PMCID: PMC10696669 DOI: 10.1186/s12872-023-03632-x] [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: 07/26/2023] [Accepted: 11/25/2023] [Indexed: 12/07/2023] Open
Abstract
BACKGROUND Frailty and sarcopenia have been extensively studied in heart failure (HF) patients, but their coexistence is unknown. The aim of this work is to describe the coexistence of these conditions in a sample of HF outpatients and its association with the use of medication and left-ventricular ejection fraction. METHODS Participants in this cross-sectional study were recruited from a HF outpatients' clinic in northern Portugal. Frailty phenotype was assessed according to Fried et al. Sarcopenia was evaluated according to the revised consensus of the European Working Group on Sarcopenia in Older People. RESULTS A total of 136 HF outpatients (33.8% women, median age 59 years) integrated this study. Frailty and sarcopenia accounted for 15.4% and 18.4% of the sample, respectively. Coexistence of frailty and sarcopenia was found in 8.1% of the participants, while 17.6% had only one of the conditions. In multivariable analysis (n = 132), increasing age (OR = 1.13;95%CI = 1.06,1.20), being a woman (OR = 65.65;95%CI = 13.50, 319.15), having heart failure with preserved ejection fraction (HFpEF) (OR = 5.61; 95%CI = 1.22, 25.76), and using antidepressants (OR = 11.05; 95%CI = 2.50, 48.82), anticoagulants (OR = 6.11; 95%CI = 1.69, 22.07), furosemide (OR = 3.95; 95%CI = 1.07, 14.55), and acetylsalicylic acid (OR = 5.01; 95%CI = 1.10, 22.90) were associated with increased likelihood of having coexistence of frailty and sarcopenia, while using statins showed the inverse effect (OR = 0.06; 95%CI = 0.01, 0.30). CONCLUSIONS The relatively low frequency of coexistence of frailty and sarcopenia signifies that each of these two conditions still deserve individual attention from health professionals in their clinical practice and should be screened separately. Being a woman, older age, having HFpEF, using anticoagulants, antidepressants, loop diuretics and acetylsalicylic acid, and not using statins, were associated with having concomitant frailty and sarcopenia. These patients can potentially benefit from interventions that impact their quality of life such as nutritional and mental health interventions and exercise training.
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Affiliation(s)
- Rui Valdiviesso
- FCNAUP, Faculty of Nutrition and Food Sciences of the University of Porto, Rua Do Campo Alegre, 823, 4150-180, Porto, Portugal.
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal.
| | - Teresa F Amaral
- FCNAUP, Faculty of Nutrition and Food Sciences of the University of Porto, Rua Do Campo Alegre, 823, 4150-180, Porto, Portugal
- LAETA-INEGI / FEUP, Associated Laboratory of Energy, Transports and Aerospace, Institute of Science and Innovation in Mechanical and Industrial Engineering, Faculty of Engineering of the University of Porto, Porto, Portugal
| | - Emília Moreira
- CINTESIS@RISE, Knowledge Management Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Ana Rita Sousa-Santos
- FCNAUP, Faculty of Nutrition and Food Sciences of the University of Porto, Rua Do Campo Alegre, 823, 4150-180, Porto, Portugal
- TOXRUN, Toxicology Research Unit, University Institute of Health Sciences, CESPU, CRL, Gandra, Portugal
- CESPU, University Cooperative, CRL, Gandra, Portugal
| | - Mário Fernandes
- FCNAUP, Faculty of Nutrition and Food Sciences of the University of Porto, Rua Do Campo Alegre, 823, 4150-180, Porto, Portugal
| | - Maria J V Aguiar
- FCNAUP, Faculty of Nutrition and Food Sciences of the University of Porto, Rua Do Campo Alegre, 823, 4150-180, Porto, Portugal
| | - Sónia Martins
- CINTESIS@RISE, Department of Clinical Neurosciences and Mental Health, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Luís F Azevedo
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Lia Fernandes
- CINTESIS@RISE, Department of Clinical Neurosciences and Mental Health, Faculty of Medicine of the University of Porto, Porto, Portugal
- Psychiatry Service, University Hospital Center of São João, Porto, Portugal
| | - José Silva-Cardoso
- CINTESIS@RISE, Department of Medicine, Faculty of Medicine of the University of Porto, Porto, Portugal
- Department of Cardiology, University Hospital Center of São João, Porto, Portugal
| | - Nuno Borges
- FCNAUP, Faculty of Nutrition and Food Sciences of the University of Porto, Rua Do Campo Alegre, 823, 4150-180, Porto, Portugal
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
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Valdiviesso R, Moreira E, Martins S, Azevedo LF, Ataíde R, Fernandes L, Silva-Cardoso J, Borges N. Frailty phenotype in heart failure: A condition that transcends age. Rev Port Cardiol 2023; 42:225-234. [PMID: 36623639 DOI: 10.1016/j.repc.2022.02.009] [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: 07/13/2021] [Revised: 01/31/2022] [Accepted: 02/09/2022] [Indexed: 01/09/2023] Open
Abstract
INTRODUCTION AND OBJECTIVES Studies on younger frail and pre-frail subjects suffering from heart failure (HF) are scarce, except for those focusing on the critically ill. This work aims to describe differences between younger (<65 years) and older (≥65 years) pre-frail and frail HF outpatients regarding their nutritional, functional and clinical statuses. METHODS In this cross-sectional study, a sample of 99 HF frail and pre-frail patients (aged 24-81 years, 38.4% women, 21.2% frail, 59.6% <65 years) was recruited from an HF outpatients' clinic in northern Portugal. Muscle mass was estimated from mid-upper arm muscle circumference. Weight status was assessed using body mass index. Hand grip strength and gait speed were measured. Medical records were reviewed. Associations between participants' characteristics and age were calculated using binary logistic regression. RESULTS Age was associated with hand grip strength (OR=0.90), gait speed (OR=0.01) and diabetes (OR=4.95). Obesity, muscle mass or heart failure functional classes were not associated with age categories. CONCLUSION There is an overall lack of differentiation between younger and older HF patients with the frailty phenotype. Therefore, frailty phenotype should be assessed in all patients, regardless of age. Hand grip strength seems to be a good predictor for older age and more studies are needed to define age-specific hand grip strength cut-offs for HF populations.
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Affiliation(s)
- Rui Valdiviesso
- FCNAUP - Faculty of Nutrition and Food Sciences of the University of Porto, Porto, Portugal; CINTESIS - Center for Health Technology and Services Research, Porto, Portugal.
| | - Emília Moreira
- CINTESIS@RISE, Knowledge Management Unit, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Sónia Martins
- ISSSP - Instituto Superior de Serviço Social do Porto, Porto, Portugal; CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Luís Filipe Azevedo
- CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
| | - Rosário Ataíde
- CINTESIS - Center for Health Technology and Services Research, Porto, Portugal
| | - Lia Fernandes
- CINTESIS@RISE, Department of Clinical Neurosciences and Mental Health, Faculty of Medicine of the University of Porto, Porto, Portugal; Psychiatry Service, University Hospital Center of São João, Porto, Portugal
| | - José Silva-Cardoso
- CINTESIS@RISE, Department of Medicine, Faculty of Medicine of the University of Porto, Porto, Portugal; Department of Cardiology, University Hospital Center of São João, Porto, Portugal
| | - Nuno Borges
- FCNAUP - Faculty of Nutrition and Food Sciences of the University of Porto, Porto, Portugal; CINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal
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Abstract
AIMS To clarify the risk factors for frailty to help doctors prevent diseases that cause weakness, through early interventions. METHODS We searched the PubMed, EMBASE, and Cochrane Library databases to identify all relevant studies using the items "frailty," "weak," "risk factors," and "predictive factors" and compared their results. The aging population (≥65 years old) was divided into 2 groups, a "frailty group" and a "robust control group," and then the characteristics, lifestyles, and comorbidities were compared. RESULTS We compared the influence of baseline and concomitant diseases on frailty in the elderly respectively, and the analysis of the influence of baseline on frailty found that increasing age, lower weight, female sex, living alone, low levels of exercise, polypharmacy, higher education level, smoking, drinking, malnutrition, and lower vitamin D levels were associated with aging individuals being more likely to experience frailty. The data about concomitant diseases had shown that diabetes, hearing dysfunction, cognitive impairment, poor sleep, a history of falls, pain, and depression can increase the risk of frailty among the elderly population. CONCLUSION Characteristics, comorbidities, and lifestyle factors can impact the occurrence of frailty, and relevant influencing factors should be considered.
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Affiliation(s)
- Xinrui Wang
- Department of Nursery, Gulin people’s Hospital, Sichuan, China
| | - Jiji Hu
- Department of Nursery, Gulin people’s Hospital, Sichuan, China
| | - Diping Wu
- Department of Nursery, Gulin people’s Hospital, Sichuan, China
- *Correspondence: Diping Wu, Department of Nursery, Gulin people’s Hospital, Sichuan 646500, China (e-mail: )
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Valdiviesso R, Sousa-Santos AR, Azevedo LF, Moreira E, Amaral TF, Silva-Cardoso J, Borges N. Statins are associated with reduced likelihood of sarcopenia in a sample of heart failure outpatients: a cross-sectional study. BMC Cardiovasc Disord 2022; 22:356. [PMID: 35931947 PMCID: PMC9354359 DOI: 10.1186/s12872-022-02804-5] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Accepted: 07/12/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Sarcopenia is prevalent in heart failure (HF) patients, contributing to its poor prognosis. Statin use is postulated as a probable risk for developing sarcopenia, but little is known regarding this association in HF patients. This work aims at classifying and characterising sarcopenia and at describing the association of statin use with sarcopenia in a sample of Portuguese HF outpatients. METHODS In this cross-sectional study, a sample of 136 HF patients (median age: 59 years, 33.8% women) was recruited from an HF outpatients' clinic of a University Hospital in Portugal. Sarcopenia was defined according to the European Working Group on Sarcopenia in Older People 2. Clinical, nutritional, and dietary data were collected. RESULTS A total of 25 (18.4%) individuals were categorised as sarcopenic, ranging from 12.2% in younger (< 65 years) participants vs. 30.4% in older ones and from 3.3% in men vs. 47.8% in women. Severe sarcopenia accounted for 7.4% of the sample and sarcopenic obesity was identified in 5.1% of the individuals. A total of 65.4% of the participants were statin users. In multivariable analysis (n = 132, 25 sarcopenic), the use of statins was inversely associated with sarcopenia (OR = 0.03; 95% CI = 0.01, 0.30). Each additional age year was associated with a 9% increase in the likelihood of being sarcopenic (OR = 1.09; 95% CI = 1.01, 1.17), and each Kg.m-2 increment in body mass index was associated with a 21% decrease in the likelihood of sarcopenia (OR = 0.79; 95% CI = 0.65, 0.96). The daily use of five or more medicines was also directly associated with sarcopenia (OR = 26.87; 95% CI = 2.01, 359.26). On the other hand, being a man and being physically active were inversely associated with sarcopenia (OR = 0.01; 95% CI = 0.00, 0.07 and OR = 0.09; 95% CI = 0.01, 0.65, respectively). CONCLUSIONS Contrary to what was expected, patients medicated with statins were less likely to be sarcopenic. Although this finding deserves further research, we hypothesise that this might be related to the pleiotropic effects of statins on endothelial function, contributing to better neuromuscular fitness.
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Affiliation(s)
- Rui Valdiviesso
- FCNAUP - Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto, Rua do Campo Alegre, 823, 4150-180, Porto, Portugal. .,CINTESIS - Centro de Investigação em Tecnologias e Serviços de Saúde, R. Dr. Plácido da Costa, s/n, ed. Nascente, piso 2, 4200-450, Porto, Portugal.
| | - Ana Rita Sousa-Santos
- FCNAUP - Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto, Rua do Campo Alegre, 823, 4150-180, Porto, Portugal
| | - Luís F Azevedo
- CINTESIS - Centro de Investigação em Tecnologias e Serviços de Saúde, R. Dr. Plácido da Costa, s/n, ed. Nascente, piso 2, 4200-450, Porto, Portugal.,MEDCIS/FMUP - Departamento de Medicina da Comunidade, Informação e Decisão em Saúde, Faculdade de Medicina da Universidade do Porto, Porto, Portugal.,RISE - Rede de Investigação em Saúde, Porto, Portugal
| | - Emília Moreira
- CINTESIS - Centro de Investigação em Tecnologias e Serviços de Saúde, R. Dr. Plácido da Costa, s/n, ed. Nascente, piso 2, 4200-450, Porto, Portugal.,MEDCIS/FMUP - Departamento de Medicina da Comunidade, Informação e Decisão em Saúde, Faculdade de Medicina da Universidade do Porto, Porto, Portugal.,RISE - Rede de Investigação em Saúde, Porto, Portugal
| | - Teresa F Amaral
- FCNAUP - Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto, Rua do Campo Alegre, 823, 4150-180, Porto, Portugal.,UISPA, LAETA-INEGI/FEUP - Unidade de Investigação de Integração de Sistemas e Unidade de Automação de Processos, Laboratório Associado em Energia, Transportes e Aeronáutica, Faculdade de Engenharia da Universidade do Porto, Instituto de Ciência e Inovação em Engenharia, Porto, Portugal
| | - José Silva-Cardoso
- CINTESIS - Centro de Investigação em Tecnologias e Serviços de Saúde, R. Dr. Plácido da Costa, s/n, ed. Nascente, piso 2, 4200-450, Porto, Portugal.,RISE - Rede de Investigação em Saúde, Porto, Portugal.,DM/FMUP - Departamento de Medicina, Faculdade de Medicina da Universidade do Porto, Porto, Portugal.,SC/CHUSJ - Serviço de Cardiologia, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Nuno Borges
- FCNAUP - Faculdade de Ciências da Nutrição e Alimentação da Universidade do Porto, Rua do Campo Alegre, 823, 4150-180, Porto, Portugal.,CINTESIS - Centro de Investigação em Tecnologias e Serviços de Saúde, R. Dr. Plácido da Costa, s/n, ed. Nascente, piso 2, 4200-450, Porto, Portugal.,RISE - Rede de Investigação em Saúde, Porto, Portugal
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