Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study
ABSTRACT: Objective: The detection and classification of sarcopenia involves the analysis of many variables (50 to 60), which increases the time and costs required to diagnose and manage this condition. The objective of the study was to develop a synthetic statistical index to diagnose and classify...
- Autores:
-
Ramírez Villada, Jhon Fredy
Arango Paternina, Carlos Mario
Zea Castro, José Fernando
Tibaduiza Romero, Annie Alejandra
- Tipo de recurso:
- Article of investigation
- Fecha de publicación:
- 2024
- Institución:
- Universidad de Antioquia
- Repositorio:
- Repositorio UdeA
- Idioma:
- eng
- OAI Identifier:
- oai:bibliotecadigital.udea.edu.co:10495/44425
- Acceso en línea:
- https://hdl.handle.net/10495/44425
- Palabra clave:
- Composición Corporal
Body Composition
Fuerza de la Mano
Hand Strength
Dynapenia
Explosive strength
https://id.nlm.nih.gov/mesh/D001823
https://id.nlm.nih.gov/mesh/D018737
- Rights
- openAccess
- License
- https://creativecommons.org/licenses/by-nc-sa/4.0/
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| dc.title.spa.fl_str_mv |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| dc.title.translated.spa.fl_str_mv |
Índice estadístico para el diagnóstico de la sarcopenia en mujeres mayores de 60 años físicamente activas: Un estudio transversal Índice Estatístico para o Diagnóstico de Sarcopenia em Mulheres Idosas Fisicamente Ativas com Mais de 60 Anos de Idade: Um estudo transversal |
| title |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| spellingShingle |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study Composición Corporal Body Composition Fuerza de la Mano Hand Strength Dynapenia Explosive strength https://id.nlm.nih.gov/mesh/D001823 https://id.nlm.nih.gov/mesh/D018737 |
| title_short |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| title_full |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| title_fullStr |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| title_full_unstemmed |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| title_sort |
Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study |
| dc.creator.fl_str_mv |
Ramírez Villada, Jhon Fredy Arango Paternina, Carlos Mario Zea Castro, José Fernando Tibaduiza Romero, Annie Alejandra |
| dc.contributor.author.none.fl_str_mv |
Ramírez Villada, Jhon Fredy Arango Paternina, Carlos Mario Zea Castro, José Fernando Tibaduiza Romero, Annie Alejandra |
| dc.contributor.researchgroup.spa.fl_str_mv |
Grupo de Investigación en Actividad Física Para la Salud - AFIS |
| dc.subject.decs.none.fl_str_mv |
Composición Corporal Body Composition Fuerza de la Mano Hand Strength |
| topic |
Composición Corporal Body Composition Fuerza de la Mano Hand Strength Dynapenia Explosive strength https://id.nlm.nih.gov/mesh/D001823 https://id.nlm.nih.gov/mesh/D018737 |
| dc.subject.proposal.spa.fl_str_mv |
Dynapenia Explosive strength |
| dc.subject.meshuri.none.fl_str_mv |
https://id.nlm.nih.gov/mesh/D001823 https://id.nlm.nih.gov/mesh/D018737 |
| description |
ABSTRACT: Objective: The detection and classification of sarcopenia involves the analysis of many variables (50 to 60), which increases the time and costs required to diagnose and manage this condition. The objective of the study was to develop a synthetic statistical index to diagnose and classify sarcopenia in physically active women over 60 years old. Methodology: We conducted a cross-sectional study on 100 physically active women (64.88 ±4.4 years) on whom body composition measurements, muscle strength, and gait tests were performed. One thousand random selections of both training and test sets (80% and 20%, respectively) were made, logistic regression was fitted, and the regularization procedure (Elastic net regression) was performed. Results: the skeletal appendicular mass index (kg/m2), muscle mass (kg/m2) and SAMI (kg/m2) are highly correlated (0.93) and slow gait speed (m/sec) were the variables that contributed the most to the diagnosis of sarcopenia with a visibly high correlation, (94%). Conclusion: appendicular lean mass, gait speed, and explosive strength sufficiently describe the state of muscle and functional deterioration (sarcopenia) in physically active older women. Also, the precise identification and classification of this condition facilitates comprehensive multidisciplinary intervention, increasing the positive impact of health promotion and disease prevention programs |
| publishDate |
2024 |
| dc.date.issued.none.fl_str_mv |
2024 |
| dc.date.accessioned.none.fl_str_mv |
2025-01-27T20:14:52Z |
| dc.date.available.none.fl_str_mv |
2025-01-27T20:14:52Z |
| dc.type.spa.fl_str_mv |
Artículo de investigación |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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https://purl.org/redcol/resource_type/ART |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
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info:eu-repo/semantics/article |
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http://purl.org/coar/resource_type/c_2df8fbb1 |
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Ramírez JF, Arango CM, Zea JF, Tibaduiza AA. Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study. Rev. Fac. Nac. Salud Pública. 2024;42:e355147DOI: https://doi.org/10.17533/udea.rfnsp.e355147 |
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0120-386X |
| dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10495/44425 |
| dc.identifier.doi.none.fl_str_mv |
10.17533/udea.rfnsp.e355147 |
| dc.identifier.eissn.none.fl_str_mv |
2256-3334 |
| identifier_str_mv |
Ramírez JF, Arango CM, Zea JF, Tibaduiza AA. Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study. Rev. Fac. Nac. Salud Pública. 2024;42:e355147DOI: https://doi.org/10.17533/udea.rfnsp.e355147 0120-386X 10.17533/udea.rfnsp.e355147 2256-3334 |
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https://hdl.handle.net/10495/44425 |
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eng |
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eng |
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Rev. Fac. Nac. Salud Pública |
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11 |
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1 |
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42 |
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Revista Facultad Nacional de Salud Pública |
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http://creativecommons.org/licenses/by-nc-nd/2.5/co/ |
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11 páginas |
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application/pdf |
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Universidad de Antioquia, Facultad Nacional de Salud Pública |
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Medellín, Colombia |
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Universidad de Antioquia |
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Ramírez Villada, Jhon FredyArango Paternina, Carlos MarioZea Castro, José FernandoTibaduiza Romero, Annie AlejandraGrupo de Investigación en Actividad Física Para la Salud - AFIS2025-01-27T20:14:52Z2025-01-27T20:14:52Z2024Ramírez JF, Arango CM, Zea JF, Tibaduiza AA. Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional study. Rev. Fac. Nac. Salud Pública. 2024;42:e355147DOI: https://doi.org/10.17533/udea.rfnsp.e3551470120-386Xhttps://hdl.handle.net/10495/4442510.17533/udea.rfnsp.e3551472256-3334ABSTRACT: Objective: The detection and classification of sarcopenia involves the analysis of many variables (50 to 60), which increases the time and costs required to diagnose and manage this condition. The objective of the study was to develop a synthetic statistical index to diagnose and classify sarcopenia in physically active women over 60 years old. Methodology: We conducted a cross-sectional study on 100 physically active women (64.88 ±4.4 years) on whom body composition measurements, muscle strength, and gait tests were performed. One thousand random selections of both training and test sets (80% and 20%, respectively) were made, logistic regression was fitted, and the regularization procedure (Elastic net regression) was performed. Results: the skeletal appendicular mass index (kg/m2), muscle mass (kg/m2) and SAMI (kg/m2) are highly correlated (0.93) and slow gait speed (m/sec) were the variables that contributed the most to the diagnosis of sarcopenia with a visibly high correlation, (94%). Conclusion: appendicular lean mass, gait speed, and explosive strength sufficiently describe the state of muscle and functional deterioration (sarcopenia) in physically active older women. Also, the precise identification and classification of this condition facilitates comprehensive multidisciplinary intervention, increasing the positive impact of health promotion and disease prevention programsRESUMEN: Objetivo: La detección y clasificación de la sarcopenia implica el análisis de muchas variables (50 a 60), lo que aumenta el tiempo y los costes necesarios para diagnosticar y tratar esta afección. El objetivo del estudio fue desarrollar un índice estadístico sintético para diagnosticar y clasificar la sarcopenia en mujeres físicamente activas mayores de 60 años. Metodología: Se realizó un estudio transversal en 100 mujeres físicamente activas (64,88 ±4,4 años) en las que se realizaron mediciones de composición corporal, fuerza muscular y pruebas de marcha. Se realizaron mil selecciones aleatorias de los conjuntos de entrenamiento y prueba (80% y 20%, respectivamente), se ajustó la regresión logística y se llevó a cabo el procedimiento de regularización (regresión de red elástica). Resultados: el índice de masa esquelética apendicular (kg/m2), la masa muscular (kf/m2) y el SAMI (kg/m2) muestran que están altamente correacionados (0,93) y la velocidad de marcha lenta (m/seg) fueron las variables que más contribuyeron al diagnóstico de sarcopenia una correlación visiblemente alta de (94%). Conclusión: la masa magra apendicular, la velocidad de la marcha y la fuerza explosiva describen suficientemente el estado de deterioro muscular y funcional (sarcopenia) en mujeres mayores físicamente activas. Asimismo, la identificación y clasificación precisa de esta condición facilita la intervención multidisciplinar integral, aumentando el impacto positivo de los programas de promoción de la salud y prevención de enfermedadesRESUMO: Objetivo: A detecção e a classificação da sarcopenia envolvem a análise de muitas variáveis (50 a 60), o que aumenta o tempo e os custos necessários para diagnosticar e tratar essa condição. O objetivo do estudo foi desenvolver um índice estatístico sintético para diagnosticar e classificar a sarcopenia em mulheres fisicamente ativas com mais de 60 anos de idade. Metodologia: Foi realizado um estudo transversal em 100 mulheres fisicamente ativas (64,88 ± 4,4 anos), nas quais foram realizadas medidas de composição corporal, força muscular e testes de marcha. Foram feitas mil seleções aleatórias dos conjuntos de treinamento e teste (80% e 20%, respectivamente), a regressão logística foi ajustada e o procedimento de regularização (regressão de rede elástica) foi realizado. Resultados: o índice de massa esquelética apendicular (kg/m2), a massa muscular (kf/m2) e o SAMI (kg/m2) mostraram-se altamente correlacionados (0,93) e a velocidade de caminhada lenta (m/seg) foram as variáveis que mais contribuíram para o diagnóstico de sarcopenia, com uma correlação visivelmente alta de (94%).Conclusão: a massa magra apendicular, a velocidade da marcha e a força explosiva descrevem suficientemente o estado de declínio muscular e funcional (sarcopenia) em mulheres idosas fisicamente ativas. Além disso, a identificação e a classificação precisas dessa condição facilitam a intervenção multidisciplinar abrangente, aumentando o impacto positivo dos programas de promoção da saúde e prevenção de doenças.Universidad de AntioquiaCOL016811311 páginasapplication/pdfengUniversidad de Antioquia, Facultad Nacional de Salud PúblicaMedellín, Colombiahttps://creativecommons.org/licenses/by-nc-sa/4.0/http://creativecommons.org/licenses/by-nc-nd/2.5/co/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Statistical index for the diagnosis of sarcopenia in physically active women over 60 years old: a cross-sectional studyÍndice estadístico para el diagnóstico de la sarcopenia en mujeres mayores de 60 años físicamente activas: Un estudio transversalÍndice Estatístico para o Diagnóstico de Sarcopenia em Mulheres Idosas Fisicamente Ativas com Mais de 60 Anos de Idade: Um estudo transversalArtículo de investigaciónhttp://purl.org/coar/resource_type/c_2df8fbb1https://purl.org/redcol/resource_type/ARThttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionComposición CorporalBody CompositionFuerza de la ManoHand StrengthDynapeniaExplosive strengthhttps://id.nlm.nih.gov/mesh/D001823https://id.nlm.nih.gov/mesh/D018737Rev. Fac. Nac. 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