Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis

Descripción del Articulo

Objectives. To determine the effects of aerobic exercise on the components of the metabolic syndrome in older diabetic patients. Materials and methods: We used the PubMed/Medline, Scopus, Cochrane library, Web of Science databases and the Google Scholar search engine. Randomized controlled trials (...

Descripción completa

Detalles Bibliográficos
Autores: Miranda-Tueros, Mercedes, Ramirez-Peña, Joshua, Cabanillas-Lazo, Miguel, Paz-Ibarra, José Luis, Pinedo-Torres, Isabel
Formato: artículo
Fecha de Publicación:2024
Institución:Seguro Social de Salud
Repositorio:ESSALUD-Institucional
Lenguaje:español
inglés
OAI Identifier:oai:repositorio.essalud.gob.pe:20.500.12959/5133
Enlace del recurso:https://hdl.handle.net/20.500.12959/5133
https://doi.org/10.17843/rpmesp.2024.412.12751
Nivel de acceso:acceso abierto
Materia:Exercise
Diabetes Mellitus
Aged
Systematic review
Metabolic Syndrome
Ejercicio físico
Anciano
Revisión sistemática
Síndrome Metabólico
https://purl.org/pe-repo/ocde/ford#3.02.18
id ESSA_0452efc8348cc059b03b48ee4feaa499
oai_identifier_str oai:repositorio.essalud.gob.pe:20.500.12959/5133
network_acronym_str ESSA
network_name_str ESSALUD-Institucional
repository_id_str 4277
dc.title.es_PE.fl_str_mv Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
dc.title.alternative.es_PE.fl_str_mv Efectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2: re-visión sistemática y metaanálisis
title Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
spellingShingle Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
Miranda-Tueros, Mercedes
Exercise
Diabetes Mellitus
Aged
Systematic review
Metabolic Syndrome
Ejercicio físico
Anciano
Revisión sistemática
Síndrome Metabólico
https://purl.org/pe-repo/ocde/ford#3.02.18
title_short Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
title_full Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
title_fullStr Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
title_full_unstemmed Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
title_sort Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysis
author Miranda-Tueros, Mercedes
author_facet Miranda-Tueros, Mercedes
Ramirez-Peña, Joshua
Cabanillas-Lazo, Miguel
Paz-Ibarra, José Luis
Pinedo-Torres, Isabel
author_role author
author2 Ramirez-Peña, Joshua
Cabanillas-Lazo, Miguel
Paz-Ibarra, José Luis
Pinedo-Torres, Isabel
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Miranda-Tueros, Mercedes
Ramirez-Peña, Joshua
Cabanillas-Lazo, Miguel
Paz-Ibarra, José Luis
Pinedo-Torres, Isabel
dc.subject.es_PE.fl_str_mv Exercise
Diabetes Mellitus
Aged
Systematic review
Metabolic Syndrome
Ejercicio físico
Anciano
Revisión sistemática
Síndrome Metabólico
topic Exercise
Diabetes Mellitus
Aged
Systematic review
Metabolic Syndrome
Ejercicio físico
Anciano
Revisión sistemática
Síndrome Metabólico
https://purl.org/pe-repo/ocde/ford#3.02.18
dc.subject.ocde.es_PE.fl_str_mv https://purl.org/pe-repo/ocde/ford#3.02.18
description Objectives. To determine the effects of aerobic exercise on the components of the metabolic syndrome in older diabetic patients. Materials and methods: We used the PubMed/Medline, Scopus, Cochrane library, Web of Science databases and the Google Scholar search engine. Randomized controlled trials ( RCTs ) were selected according to the inclusion criteria. Two review authors independently determined whether studies met the inclusion criteria, extracted data and used the Cochrane risk of bias (ROB 2.0) tool. Quantitative analyzes were performed in R V. 4.0.5 using random effects. Results. The searches identified 8697 studies, of which 7 RCTs were included in the qualitative synthesis. Most studies were assessed to have high or low ROB in at least three domains. The meta-analysis showed that aerobic exercise was effective in improving glucose levels (standardized mean difference [SMD]: -1.04; 95% confidence interval [CI]: -1.27, -0.81), systolic blood pressure ([SMD]: -0.79; [CI]: -1.02; -0.56), diastolic blood pressure ([SMD]: -0.75; [CI]: -0.98; -0.52), glycosylated hemoglobin ([SMD]: -0.57, [CI]: -0.77, -0.37), HDL ([SMD]: 0.35, [CI]: 0,15 ; 0.55), triglycerides ([SMD]: -0.26; [CI]: -0.47; -0.06). No significant adverse effects were reported. Conclusions. Aerobic exercise was shown to have a significant improvement in the components of the metabolic syndrome in diabetic older adults and no significant adverse effects were reported. However, we recommend more RCTs with a longer intervention time to establish the impact on symptoms and complications.
publishDate 2024
dc.date.accessioned.none.fl_str_mv 2024-09-17T16:41:48Z
dc.date.available.none.fl_str_mv 2024-09-17T16:41:48Z
dc.date.issued.fl_str_mv 2024-06-21
dc.type.es_PE.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.citation.es_PE.fl_str_mv Revista Peruana de Medicina Experimiental y Salud Pública. 2024; 41(2).
dc.identifier.uri.none.fl_str_mv https://hdl.handle.net/20.500.12959/5133
dc.identifier.doi.none.fl_str_mv https://doi.org/10.17843/rpmesp.2024.412.12751
identifier_str_mv Revista Peruana de Medicina Experimiental y Salud Pública. 2024; 41(2).
url https://hdl.handle.net/20.500.12959/5133
https://doi.org/10.17843/rpmesp.2024.412.12751
dc.language.iso.es_PE.fl_str_mv spa
eng
language spa
eng
dc.relation.uri.es_PE.fl_str_mv https://rpmesp.ins.gob.pe/index.php/rpmesp/article/view/12751
dc.rights.es_PE.fl_str_mv info:eu-repo/semantics/openAccess
dc.rights.uri.es_PE.fl_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv https://creativecommons.org/licenses/by-nc-sa/4.0/
dc.format.es_PE.fl_str_mv application/pdf
dc.publisher.es_PE.fl_str_mv Instituto Nacional de Salud
dc.source.none.fl_str_mv reponame:ESSALUD-Institucional
instname:Seguro Social de Salud
instacron:ESSALUD
instname_str Seguro Social de Salud
instacron_str ESSALUD
institution ESSALUD
reponame_str ESSALUD-Institucional
collection ESSALUD-Institucional
bitstream.url.fl_str_mv https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/1/Effects%20of%20aerobic%20exercise%20on%20the%20components%20of%20metabolic%20syndrome%20in%20the%20older%20population%20with%20type%202%20diabetes%20mellitus%20a%20systematic%20review%20and%20meta-analysis.pdf
https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/2/Efectos%20del%20ejercicio%20aer%c3%b3bico%20so-bre%20los%20componentes%20del%20s%c3%adndrome%20metab%c3%b3lico%20en%20adultos%20mayores%20con%20diabetes%20mellitus%20tipo%202%20re-visi%c3%b3n%20sistem%c3%a1tica%20y%20metaan%c3%a1lisis.pdf
https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/3/license.txt
https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/4/Effects%20of%20aerobic%20exercise%20on%20the%20components%20of%20metabolic%20syndrome%20in%20the%20older%20population%20with%20type%202%20diabetes%20mellitus%20a%20systematic%20review%20and%20meta-analysis.pdf.txt
https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/6/Efectos%20del%20ejercicio%20aer%c3%b3bico%20so-bre%20los%20componentes%20del%20s%c3%adndrome%20metab%c3%b3lico%20en%20adultos%20mayores%20con%20diabetes%20mellitus%20tipo%202%20re-visi%c3%b3n%20sistem%c3%a1tica%20y%20metaan%c3%a1lisis.pdf.txt
https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/5/Effects%20of%20aerobic%20exercise%20on%20the%20components%20of%20metabolic%20syndrome%20in%20the%20older%20population%20with%20type%202%20diabetes%20mellitus%20a%20systematic%20review%20and%20meta-analysis.pdf.jpg
https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/7/Efectos%20del%20ejercicio%20aer%c3%b3bico%20so-bre%20los%20componentes%20del%20s%c3%adndrome%20metab%c3%b3lico%20en%20adultos%20mayores%20con%20diabetes%20mellitus%20tipo%202%20re-visi%c3%b3n%20sistem%c3%a1tica%20y%20metaan%c3%a1lisis.pdf.jpg
bitstream.checksum.fl_str_mv 7f258b3551dcd359a6c39aa5630b5b4a
9c0b4e669478b793255c1ea977f1cc60
8a4605be74aa9ea9d79846c1fba20a33
f79c71c905070fb4e7e53b384509f1f4
cb2d4e505d318c21f163d73e9f6de34c
0e5c391ebfc1a9977fa99022b05d625d
3691f3fccd19d82c81d82d27a61e8ea9
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositorio Seguro Social de Salud – ESSALUD
repository.mail.fl_str_mv bibliotecacentral@essalud.gob.pe
_version_ 1813537147050786816
spelling Miranda-Tueros, MercedesRamirez-Peña, JoshuaCabanillas-Lazo, MiguelPaz-Ibarra, José LuisPinedo-Torres, Isabel2024-09-17T16:41:48Z2024-09-17T16:41:48Z2024-06-21Revista Peruana de Medicina Experimiental y Salud Pública. 2024; 41(2).https://hdl.handle.net/20.500.12959/5133https://doi.org/10.17843/rpmesp.2024.412.12751Objectives. To determine the effects of aerobic exercise on the components of the metabolic syndrome in older diabetic patients. Materials and methods: We used the PubMed/Medline, Scopus, Cochrane library, Web of Science databases and the Google Scholar search engine. Randomized controlled trials ( RCTs ) were selected according to the inclusion criteria. Two review authors independently determined whether studies met the inclusion criteria, extracted data and used the Cochrane risk of bias (ROB 2.0) tool. Quantitative analyzes were performed in R V. 4.0.5 using random effects. Results. The searches identified 8697 studies, of which 7 RCTs were included in the qualitative synthesis. Most studies were assessed to have high or low ROB in at least three domains. The meta-analysis showed that aerobic exercise was effective in improving glucose levels (standardized mean difference [SMD]: -1.04; 95% confidence interval [CI]: -1.27, -0.81), systolic blood pressure ([SMD]: -0.79; [CI]: -1.02; -0.56), diastolic blood pressure ([SMD]: -0.75; [CI]: -0.98; -0.52), glycosylated hemoglobin ([SMD]: -0.57, [CI]: -0.77, -0.37), HDL ([SMD]: 0.35, [CI]: 0,15 ; 0.55), triglycerides ([SMD]: -0.26; [CI]: -0.47; -0.06). No significant adverse effects were reported. Conclusions. Aerobic exercise was shown to have a significant improvement in the components of the metabolic syndrome in diabetic older adults and no significant adverse effects were reported. However, we recommend more RCTs with a longer intervention time to establish the impact on symptoms and complications.Objetivo. Determinar los efectos del ejercicio aeróbico sobre los componentes del síndrome metabólico en pacientes adultos mayores diabéticos mediante una revisión sistemática con meta-análisis. Materiales y métodos. Utilizamos las bases de datos PubMed/Medline, Scopus, Cochrane library, Web of Science y el buscador Google Scholar. Se seleccionaron los ensayos controlados aleatorizados (ECA) según los criterios de inclusión. Dos revisores determinaron de forma independiente si los estudios cumplían con los criterios de in-clusión, extrajeron los datos y utilizaron la herramienta Cochrane de riesgo de sesgo (RoB 2). Los análisis cuantitativos se realizaron en el programa R v 4.0.5, utilizando efectos aleatorios. Resultados. Las búsquedas identificaron 8697 estudios, de los que siete ECA se incluyeron en la síntesis cualitativa. Se evaluó que la mayoría de los estudios tenían un RoB alto o bajo en al menos tres dominios. El metaanálisis mostró que el ejercicio aeróbico fue eficaz para mejorar los niveles de glucosa (diferencia de medias estandarizada [DME]: -1,04; intervalo de confianza al 95% [IC 95%] -1,27; -0,81), presión arterial sistólica (DME: -0,79; IC 95%: -1,02; -0,56), presión arterial diastólica (DME: -0,75; IC 95%: -0,98; -0,52), hemoglobina glucosilada (DME: -0,57; IC 95%: -0,77; -0,37), HDL (DME: 0,35; IC 95%: 0,15; 0,55), triglicéridos (DME: -0,26; IC 95%: -0,47; -0,06). No se informaron efectos adversos significativos. El nivel de certeza de los resultados fue baja para la glucosa en ayunas, moderado para la presión arterial sistólica y diastólica, y muy bajo para los demás resulta-dos, además de pocos efectos adversos. Sin embargo, estos resultados deben ser interpretados con cautela debido al uso de marcadores subrogados. Conclusiones. El ejercicio aeróbico demostró tener una mejoría significativa en los componentes del síndrome metabólico en adultos mayores diabéticos y no se reportaron efectos adversos importantes. Sin embargo, recomendamos más ECA que tengan un mayor tiempo de intervención para establecer el impacto sobre los síntomas y las complicaciones.application/pdfspaengInstituto Nacional de Saludhttps://rpmesp.ins.gob.pe/index.php/rpmesp/article/view/12751info:eu-repo/semantics/openAccesshttps://creativecommons.org/licenses/by-nc-sa/4.0/ExerciseDiabetes MellitusAgedSystematic reviewMetabolic SyndromeEjercicio físicoAncianoRevisión sistemáticaSíndrome Metabólicohttps://purl.org/pe-repo/ocde/ford#3.02.18Effects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus: a systematic review and meta-analysisEfectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2: re-visión sistemática y metaanálisisinfo:eu-repo/semantics/articlereponame:ESSALUD-Institucionalinstname:Seguro Social de Saludinstacron:ESSALUDORIGINALEffects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus a systematic review and meta-analysis.pdfEffects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus a systematic review and meta-analysis.pdfapplication/pdf313030https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/1/Effects%20of%20aerobic%20exercise%20on%20the%20components%20of%20metabolic%20syndrome%20in%20the%20older%20population%20with%20type%202%20diabetes%20mellitus%20a%20systematic%20review%20and%20meta-analysis.pdf7f258b3551dcd359a6c39aa5630b5b4aMD51Efectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2 re-visión sistemática y metaanálisis.pdfEfectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2 re-visión sistemática y metaanálisis.pdfapplication/pdf504003https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/2/Efectos%20del%20ejercicio%20aer%c3%b3bico%20so-bre%20los%20componentes%20del%20s%c3%adndrome%20metab%c3%b3lico%20en%20adultos%20mayores%20con%20diabetes%20mellitus%20tipo%202%20re-visi%c3%b3n%20sistem%c3%a1tica%20y%20metaan%c3%a1lisis.pdf9c0b4e669478b793255c1ea977f1cc60MD52LICENSElicense.txtlicense.txttext/plain; charset=utf-81748https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/3/license.txt8a4605be74aa9ea9d79846c1fba20a33MD53TEXTEffects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus a systematic review and meta-analysis.pdf.txtEffects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus a systematic review and meta-analysis.pdf.txtExtracted texttext/plain50603https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/4/Effects%20of%20aerobic%20exercise%20on%20the%20components%20of%20metabolic%20syndrome%20in%20the%20older%20population%20with%20type%202%20diabetes%20mellitus%20a%20systematic%20review%20and%20meta-analysis.pdf.txtf79c71c905070fb4e7e53b384509f1f4MD54Efectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2 re-visión sistemática y metaanálisis.pdf.txtEfectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2 re-visión sistemática y metaanálisis.pdf.txtExtracted texttext/plain57073https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/6/Efectos%20del%20ejercicio%20aer%c3%b3bico%20so-bre%20los%20componentes%20del%20s%c3%adndrome%20metab%c3%b3lico%20en%20adultos%20mayores%20con%20diabetes%20mellitus%20tipo%202%20re-visi%c3%b3n%20sistem%c3%a1tica%20y%20metaan%c3%a1lisis.pdf.txtcb2d4e505d318c21f163d73e9f6de34cMD56THUMBNAILEffects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus a systematic review and meta-analysis.pdf.jpgEffects of aerobic exercise on the components of metabolic syndrome in the older population with type 2 diabetes mellitus a systematic review and meta-analysis.pdf.jpgGenerated Thumbnailimage/jpeg7660https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/5/Effects%20of%20aerobic%20exercise%20on%20the%20components%20of%20metabolic%20syndrome%20in%20the%20older%20population%20with%20type%202%20diabetes%20mellitus%20a%20systematic%20review%20and%20meta-analysis.pdf.jpg0e5c391ebfc1a9977fa99022b05d625dMD55Efectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2 re-visión sistemática y metaanálisis.pdf.jpgEfectos del ejercicio aeróbico so-bre los componentes del síndrome metabólico en adultos mayores con diabetes mellitus tipo 2 re-visión sistemática y metaanálisis.pdf.jpgGenerated Thumbnailimage/jpeg7853https://repositorio.essalud.gob.pe/bitstream/20.500.12959/5133/7/Efectos%20del%20ejercicio%20aer%c3%b3bico%20so-bre%20los%20componentes%20del%20s%c3%adndrome%20metab%c3%b3lico%20en%20adultos%20mayores%20con%20diabetes%20mellitus%20tipo%202%20re-visi%c3%b3n%20sistem%c3%a1tica%20y%20metaan%c3%a1lisis.pdf.jpg3691f3fccd19d82c81d82d27a61e8ea9MD5720.500.12959/5133oai:repositorio.essalud.gob.pe:20.500.12959/51332024-09-27 16:17:36.617Repositorio Seguro Social de Salud – ESSALUDbibliotecacentral@essalud.gob.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
score 13.836569
Nota importante:
La información contenida en este registro es de entera responsabilidad de la institución que gestiona el repositorio institucional donde esta contenido este documento o set de datos. El CONCYTEC no se hace responsable por los contenidos (publicaciones y/o datos) accesibles a través del Repositorio Nacional Digital de Ciencia, Tecnología e Innovación de Acceso Abierto (ALICIA).