Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos

Detalhes bibliográficos
Ano de defesa: 2021
Autor(a) principal: Guilherme Rafael Sant'Anna Athayde
Orientador(a): Não Informado pela instituição
Banca de defesa: Não Informado pela instituição
Tipo de documento: Tese
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Minas Gerais
Programa de Pós-Graduação: Não Informado pela instituição
Departamento: Não Informado pela instituição
País: Não Informado pela instituição
Palavras-chave em Português:
Link de acesso: https://hdl.handle.net/1843/43002
Resumo: Introduction: Left atrial compliance (Ca) is one of the most important determinants of the pulmonary hypertension in patients with severe rheumatic mitral stenosis. Percutaneous mitral valvulopasty (PMV) leads to increased Ca as a consequence of opening the valve. However, the prognostic value of Ca after PMV is not yet defined. Aim: To verify if Ca invasively measured immediately after PMV can predict adverse cardiovascular events at a long-term follow- up. Methods: A total of 341 patients who were referred for PMV in a tertiary center were initially considered for enrollment. After the procedure, 27 patients (7.9%) were excluded due to severe mitral regurgitation, 1 patient (0.3%) was excluded due to cardiac tamponade and 1 patient (0.3%) was excluded due to pregnancy. Three hundred and twelve patients underwent echocardiogram and right and left heart catheterizations with pressure recordings before and after PMV. Brain natriuretic peptide (BNP) levels measurements were also obtained. Ca was calculated prior and post PMV with the following formula: Stroke volume (SV)/ left atrial pressure variation during ventricular systole (mL/ mmHg). The SV was obtained by dividing the cardiac output (CO), calculated by the Fick method, by heart rate. The left atrial pressure variation was obtained by subtracting the nadir of the X descent from the peak of the V wave. The adverse cardiovascular events were defined as cardiovascular death or the need for surgical mitral replacement. Results: The mean age of the patients was 45 ± 12 years. Two hundred and sixty four (85%) were female. There were 58 events (12 cardiovascular deaths and 46 mitral valve replacement) during the median follow-up of 3.2 years (range from 1 month to 8 years). The incidence of cardiovascular events was 5.97 events/ 100 patient-years and the mortality rate was 1.24 deaths/ 100 patient years. The patients who experienced an event were older, more symptomatic, used more diuretics and had more atrial fibrillation (AF) and systemic hypertension. The immediate success of the PMV was an important predictor of event-free survival. The echocardiographic data such as mitral valve area (MVA) and transmitral gradient were more favorable in the group without event. Finally, the hemodynamic data pre PMV did not differ significantly. However, after the procedure the group without the event had higher cardiac index, lower left atrial (LA) pressure and higher Ca. There were no differences between the groups in pulmonary artery pressure levels either measured non-invasively or invasively. BNP levels were significantly lower in the group without events. In the final multivariate model, the independent predictors were age (hazard ratio [HR] 1.042 Confidence Interval [CI] 95% 1.01- 1.07) and post PMV variables including MVA (HR 0.81; CI 95% 0.61- 0.93), the degree of tricuspid regurgitation (TR) (HR 2.87 CI 95% 1.24- 6.62), the change in BNP levels (HR 0.57 CI 95% 0.40- 0.81) and Ca (HR 0.86 CI 95% 0.75- 0.98). The inclusion of Ca in the prognostic model resulted in a better performance in predicting adverse cardiovascular events with a C- statistics of 0.820. Conclusion: Left atrial compliance post PMV has prognostic value independent of MVA, TR severity, or change in BNP levels. Theses results indicate that Ca may be a success marker of the procedure with impact on free event survival at a long-term follow- up.
id UFMG_e9412f382592b9fdcdd8800a4b8c17cd
oai_identifier_str oai:repositorio.ufmg.br:1843/43002
network_acronym_str UFMG
network_name_str Repositório Institucional da UFMG
repository_id_str
spelling 2022-07-07T10:21:32Z2025-09-08T23:25:19Z2022-07-07T10:21:32Z2021-05-25https://hdl.handle.net/1843/43002Introduction: Left atrial compliance (Ca) is one of the most important determinants of the pulmonary hypertension in patients with severe rheumatic mitral stenosis. Percutaneous mitral valvulopasty (PMV) leads to increased Ca as a consequence of opening the valve. However, the prognostic value of Ca after PMV is not yet defined. Aim: To verify if Ca invasively measured immediately after PMV can predict adverse cardiovascular events at a long-term follow- up. Methods: A total of 341 patients who were referred for PMV in a tertiary center were initially considered for enrollment. After the procedure, 27 patients (7.9%) were excluded due to severe mitral regurgitation, 1 patient (0.3%) was excluded due to cardiac tamponade and 1 patient (0.3%) was excluded due to pregnancy. Three hundred and twelve patients underwent echocardiogram and right and left heart catheterizations with pressure recordings before and after PMV. Brain natriuretic peptide (BNP) levels measurements were also obtained. Ca was calculated prior and post PMV with the following formula: Stroke volume (SV)/ left atrial pressure variation during ventricular systole (mL/ mmHg). The SV was obtained by dividing the cardiac output (CO), calculated by the Fick method, by heart rate. The left atrial pressure variation was obtained by subtracting the nadir of the X descent from the peak of the V wave. The adverse cardiovascular events were defined as cardiovascular death or the need for surgical mitral replacement. Results: The mean age of the patients was 45 ± 12 years. Two hundred and sixty four (85%) were female. There were 58 events (12 cardiovascular deaths and 46 mitral valve replacement) during the median follow-up of 3.2 years (range from 1 month to 8 years). The incidence of cardiovascular events was 5.97 events/ 100 patient-years and the mortality rate was 1.24 deaths/ 100 patient years. The patients who experienced an event were older, more symptomatic, used more diuretics and had more atrial fibrillation (AF) and systemic hypertension. The immediate success of the PMV was an important predictor of event-free survival. The echocardiographic data such as mitral valve area (MVA) and transmitral gradient were more favorable in the group without event. Finally, the hemodynamic data pre PMV did not differ significantly. However, after the procedure the group without the event had higher cardiac index, lower left atrial (LA) pressure and higher Ca. There were no differences between the groups in pulmonary artery pressure levels either measured non-invasively or invasively. BNP levels were significantly lower in the group without events. In the final multivariate model, the independent predictors were age (hazard ratio [HR] 1.042 Confidence Interval [CI] 95% 1.01- 1.07) and post PMV variables including MVA (HR 0.81; CI 95% 0.61- 0.93), the degree of tricuspid regurgitation (TR) (HR 2.87 CI 95% 1.24- 6.62), the change in BNP levels (HR 0.57 CI 95% 0.40- 0.81) and Ca (HR 0.86 CI 95% 0.75- 0.98). The inclusion of Ca in the prognostic model resulted in a better performance in predicting adverse cardiovascular events with a C- statistics of 0.820. Conclusion: Left atrial compliance post PMV has prognostic value independent of MVA, TR severity, or change in BNP levels. Theses results indicate that Ca may be a success marker of the procedure with impact on free event survival at a long-term follow- up.porUniversidade Federal de Minas GeraisComplacência atrial esquerdaEstenose mitral reumáticaValvoplastia mitral percutâneaEstenose da Valva MitralDoenças CardiovascularesPressão ArterialSobrevidaValor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicosinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisGuilherme Rafael Sant'Anna Athaydeinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGhttp://lattes.cnpq.br/7403656097815977Maria do Carmo Pereira Nuneshttp://lattes.cnpq.br/7052421532116243Gabriel Assis Lopes do CarmoMarco Paulo Tomaz BarbosaTiago Costa BignotoWilliam Antônio de Magalhães EstevesIntrodução: A complacência atrial esquerda (CAE) constitui um dos principais determinantes de hipertensão pulmonar nos pacientes com estenose mitral reumática. A valvoplastia mitral percutânea (VMP) com abertura da valva causa aumento da CAE. Entretanto, o valor prognóstico da melhora da CAE não está definido. Objetivo: Identificar o valor da CAE imediatamente após a VMP com sucesso na predição de eventos adversos em longo prazo. Métodos: O total de 341 pacientes submetidos à VMP em hospital de referência foi elegível para o estudo. Após a VMP, 27 pacientes (7,9%) foram excluídos, por regurgitação mitral grave; um paciente (0,3%) foi excluído por tamponamento cardíaco; e um (0,3%) por gestação. Os 312 pacientes incluídos foram submetidos a ecocardiograma, dosagem do brain natriuretic peptide (BNP) e manometria cardíaca de câmaras esquerdas e direitas antes e após a VMP. A CAE foi calculada antes e depois da VMP com base na fórmula: volume sistólico (VS)/variação da pressão atrial esquerda durante a sístole ventricular (mL/mmHg). O volume sistólico foi obtido dividindo-se o débito cardíaco obtido pelo método de Fick pela frequência cardíaca. E a variação da pressão atrial esquerda foi obtida subtraindo-se o nadir do descenso X do pico da onda V. Os eventos adversos foram definidos como morte cardiovascular ou necessidade de cirurgia para troca valvar mitral. Resultados: A idade dos pacientes foi de 45 ± 12 anos, sendo 264 (85%) do sexo feminino. Durante o seguimento médio de 3,2 anos (variando de um mês a oito anos), 58 eventos foram observados (12 mortes e 46 cirurgias) com incidência de 5,97 eventos por 100 pacientes-ano. A mortalidade cardiovascular foi de 1,24 mortes por 100 pacientes-ano. O sucesso imediato do procedimento foi importante preditor de sobrevida livre de eventos. Os pacientes que não experimentaram eventos tinham dados ecocardiográficos como área valvar e gradiente transmitral melhores que os demais pacientes. Os que apresentaram eventos eram mais idosos, mais sintomáticos, usavam mais diurético e tinham mais fibrilação atrial e hipertensão arterial sistêmica. Finalmente, os dados hemodinâmicos pré-VMP não diferiram entre os grupos. Entretanto, após o procedimento, os pacientes sem evento apresentavam menores pressões em átrio esquerdo, melhor débito cardíaco e maior CAE. Não houve diferença nos níveis de pressão arterial pulmonar entre os grupos com e sem evento, seja pela medida ao ecocardiograma ou à hemodinâmica. Os níveis de BNP foram menores no grupo sem evento. No modelo multivariado final, os preditores de eventos adversos foram idade (hazard ratio [HR] 1,042; intervalo de confiança [IC] 95% 1,01-1,07); e as variáveis após VMP, incluindo área valvar (HR 0,81; IC 95% 0,71-0,93), grau de regurgitação tricúspide (HR 2,87; IC95% 1,24-6,62), magnitude de redução do BNP (HR 0,57 IC 95% 0,40-0,81) e CAE (HR 0,86 IC 95% 0,75-0,98). A inclusão da CAE no modelo resultou em melhor performance na predição de eventos adversos com estatística C de 0,820. Conclusão: A CAE após a VMP apresentou valor prognóstico independente da área valvar, do grau de regurgitação tricúspide e da redução do BNP com o procedimento. Os resultados indicaram que a complacência atrial pode ser um marcador de sucesso do procedimento com impacto na sobrevida livre de eventos em longo prazo.BrasilMEDICINA - FACULDADE DE MEDICINAPrograma de Pós-Graduação em Ciências da Saúde - Infectologia e Medicina TropicalUFMGORIGINALVALOR DA COMPLACÊNCIA ATRIAL ESQUERDA APÓS VALVOPLASTIA MITRAL PERCUTÂNEA NA PREDIÇÃO DE DESFECHOS CLÍNICOS.pdfapplication/pdf7413807https://repositorio.ufmg.br//bitstreams/48f1360b-f4fe-47d7-ab50-41f0de10f204/download94720a3f511ed6ca63db5d2503ca2c50MD51trueAnonymousREADLICENSElicense.txttext/plain2118https://repositorio.ufmg.br//bitstreams/4b406b47-f7d6-4eea-bb2d-8c2276c42da1/downloadcda590c95a0b51b4d15f60c9642ca272MD52falseAnonymousREAD1843/430022025-09-08 20:25:19.925open.accessoai:repositorio.ufmg.br:1843/43002https://repositorio.ufmg.br/Repositório InstitucionalPUBhttps://repositorio.ufmg.br/oairepositorio@ufmg.bropendoar:2025-09-08T23:25:19Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)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
dc.title.none.fl_str_mv Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
title Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
spellingShingle Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
Guilherme Rafael Sant'Anna Athayde
Estenose da Valva Mitral
Doenças Cardiovasculares
Pressão Arterial
Sobrevida
Complacência atrial esquerda
Estenose mitral reumática
Valvoplastia mitral percutânea
title_short Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
title_full Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
title_fullStr Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
title_full_unstemmed Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
title_sort Valor da Complacência Atrial Esquerda após Valvoplastia Mitral Percutânea na predição de desfechos clínicos
author Guilherme Rafael Sant'Anna Athayde
author_facet Guilherme Rafael Sant'Anna Athayde
author_role author
dc.contributor.author.fl_str_mv Guilherme Rafael Sant'Anna Athayde
dc.subject.por.fl_str_mv Estenose da Valva Mitral
Doenças Cardiovasculares
Pressão Arterial
Sobrevida
topic Estenose da Valva Mitral
Doenças Cardiovasculares
Pressão Arterial
Sobrevida
Complacência atrial esquerda
Estenose mitral reumática
Valvoplastia mitral percutânea
dc.subject.other.none.fl_str_mv Complacência atrial esquerda
Estenose mitral reumática
Valvoplastia mitral percutânea
description Introduction: Left atrial compliance (Ca) is one of the most important determinants of the pulmonary hypertension in patients with severe rheumatic mitral stenosis. Percutaneous mitral valvulopasty (PMV) leads to increased Ca as a consequence of opening the valve. However, the prognostic value of Ca after PMV is not yet defined. Aim: To verify if Ca invasively measured immediately after PMV can predict adverse cardiovascular events at a long-term follow- up. Methods: A total of 341 patients who were referred for PMV in a tertiary center were initially considered for enrollment. After the procedure, 27 patients (7.9%) were excluded due to severe mitral regurgitation, 1 patient (0.3%) was excluded due to cardiac tamponade and 1 patient (0.3%) was excluded due to pregnancy. Three hundred and twelve patients underwent echocardiogram and right and left heart catheterizations with pressure recordings before and after PMV. Brain natriuretic peptide (BNP) levels measurements were also obtained. Ca was calculated prior and post PMV with the following formula: Stroke volume (SV)/ left atrial pressure variation during ventricular systole (mL/ mmHg). The SV was obtained by dividing the cardiac output (CO), calculated by the Fick method, by heart rate. The left atrial pressure variation was obtained by subtracting the nadir of the X descent from the peak of the V wave. The adverse cardiovascular events were defined as cardiovascular death or the need for surgical mitral replacement. Results: The mean age of the patients was 45 ± 12 years. Two hundred and sixty four (85%) were female. There were 58 events (12 cardiovascular deaths and 46 mitral valve replacement) during the median follow-up of 3.2 years (range from 1 month to 8 years). The incidence of cardiovascular events was 5.97 events/ 100 patient-years and the mortality rate was 1.24 deaths/ 100 patient years. The patients who experienced an event were older, more symptomatic, used more diuretics and had more atrial fibrillation (AF) and systemic hypertension. The immediate success of the PMV was an important predictor of event-free survival. The echocardiographic data such as mitral valve area (MVA) and transmitral gradient were more favorable in the group without event. Finally, the hemodynamic data pre PMV did not differ significantly. However, after the procedure the group without the event had higher cardiac index, lower left atrial (LA) pressure and higher Ca. There were no differences between the groups in pulmonary artery pressure levels either measured non-invasively or invasively. BNP levels were significantly lower in the group without events. In the final multivariate model, the independent predictors were age (hazard ratio [HR] 1.042 Confidence Interval [CI] 95% 1.01- 1.07) and post PMV variables including MVA (HR 0.81; CI 95% 0.61- 0.93), the degree of tricuspid regurgitation (TR) (HR 2.87 CI 95% 1.24- 6.62), the change in BNP levels (HR 0.57 CI 95% 0.40- 0.81) and Ca (HR 0.86 CI 95% 0.75- 0.98). The inclusion of Ca in the prognostic model resulted in a better performance in predicting adverse cardiovascular events with a C- statistics of 0.820. Conclusion: Left atrial compliance post PMV has prognostic value independent of MVA, TR severity, or change in BNP levels. Theses results indicate that Ca may be a success marker of the procedure with impact on free event survival at a long-term follow- up.
publishDate 2021
dc.date.issued.fl_str_mv 2021-05-25
dc.date.accessioned.fl_str_mv 2022-07-07T10:21:32Z
2025-09-08T23:25:19Z
dc.date.available.fl_str_mv 2022-07-07T10:21:32Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv https://hdl.handle.net/1843/43002
url https://hdl.handle.net/1843/43002
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
instacron_str UFMG
institution UFMG
reponame_str Repositório Institucional da UFMG
collection Repositório Institucional da UFMG
bitstream.url.fl_str_mv https://repositorio.ufmg.br//bitstreams/48f1360b-f4fe-47d7-ab50-41f0de10f204/download
https://repositorio.ufmg.br//bitstreams/4b406b47-f7d6-4eea-bb2d-8c2276c42da1/download
bitstream.checksum.fl_str_mv 94720a3f511ed6ca63db5d2503ca2c50
cda590c95a0b51b4d15f60c9642ca272
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)
repository.mail.fl_str_mv repositorio@ufmg.br
_version_ 1862105787311063040