Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório

Detalhes bibliográficos
Autor(a) principal: Silva, Karla Kristine Dames da
Data de Publicação: 2014
Tipo de documento: Tese
Idioma: por
Título da fonte: Biblioteca Digital de Teses e Dissertações da UERJ
Texto Completo: http://www.bdtd.uerj.br/handle/1/12660
Resumo: Recently there has been a growing interest in the study of nonlinear dynamics as a methodology for further analysis to characterize the respiratory system. Chronic obstructive pulmonary disease (COPD) introduces pathophysiological changes that culminate in a complex behavior that is "silent" in its initial phases. We observed the need to obtain information that is more detailed by using the Forced Oscillations Technique (FOT) for better understanding of factors that contribute to the illness. The present thesis aimed to evaluate the contribution of the FOT in assessing changes in respiratory mechanics within the ventilatory cycle in patients with COPD, including an evaluation of the complexity of the respiratory system. A total of 207 patients were evaluated in this study. In the first phase 114 subjects were included, 20 healthy volunteers (CG) and 94 with COPD. These latter, we obtained a total of 5 groups: normal to the spirometric exam (Stage 0) group with 20 subjects, the mild group (Stage I) with n=14, the moderate group (Stage II) of n=20, the severe group (Stage III) n=20 and very severe group (Stage IV) consisting of 20 patients. The parameters analyzed were average respiratory system impedance (Zm), inspiratory and expiratory impedance (Zi and Ze, respectively), the impedance at the beginning of inspiration and expiration (Zii and Zie), the peak-to-peak impedance (Zpp) and the mean change in impedance (ΔZrs). In the second phase, the complexity of the respiratory system was analyzed by the variability of airflow and Zrs (SDV and SDZrs, respectively), the sample entropy of airflow and Zrs (EnAmV' and EnAmZrs, respectively) and the entropy density of the recurrence period of airflow and ZRS (RPDEV' and RPDEZrs, respectively). At this stage, after were analyzed in 88 subjects related to the complexity of airflow analysis. A total of 72 COPD patients was divided into the following groups: G0 (n = 13), GI (n = 11), GII (n = 18), GIII (n = 16), GIV (n = 14). The GC was composed of 16 individuals. The analysis related to the complexity of Zrs involved a total of 97 individuals. A total of 74 COPD patients were divided into following groups: G0 (n = 17), GI (n = 10), GII (n = 16), GIII (n = 16), GIV (n = 15). The GC was composed of 23 healthy individuals. Respiratory impedance was higher in COPD patients compared to the CG, an increase with the progression of bronchial obstruction: Zm (p<0.0001), Zi (p<0.0001), Ze (p<0.0001), Zii (p<0.0001), Zie (p<0.0001), Zpp (p<0.0001) and ΔZrs (p<0.01). It was observed a significant increase in SDV' (p< 0.002) and SDZrs (p<0.0001) with bronchial obstruction. Moreover, the complexity of respiratory decreased, as observed in SampEnV' (p< 0.002) and RPDEZrs (p<0.0001). The SampZrs and RPDEV' parameters showed no statistically significant differences between groups. Most parameters of the Zrs had adequate values (AUC>0.8). RPDEZrs values and SDZrs showed AUC>0.80 in most of the studied groups. We concluded that individuals with COPD at different levels of bronchial obstruction have higher impedance when compared to normal individuals. Higher impedances in the expiratory phase were observed in subjects with COPD, especially in individuals with severe and very severe obstruction component. COPD introduces a loss of complexity.
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spelling Melo, Pedro Lopes dehttp://lattes.cnpq.br/4366715224334657Ferreira, Arthur de Sáhttp://lattes.cnpq.br/5432142731317894Nakagawa, Naomi Kondohttp://lattes.cnpq.br/9290134143124508Lopes, Agnaldo Joséhttp://lattes.cnpq.br/1548788734980219Bottino, Daniel Alexandrehttp://lattes.cnpq.br/6811587374997063http://lattes.cnpq.br/8999482416400932Silva, Karla Kristine Dames da2021-01-06T20:54:07Z2016-09-132014-02-27SILVA, Karla Kristine Dames da. Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório. 2014. 132 f. Tese (Doutorado em Fisiopatologia Clínica e Experimental) - Universidade do Estado do Rio de Janeiro, Rio de Janeiro, 2014.http://www.bdtd.uerj.br/handle/1/12660Recently there has been a growing interest in the study of nonlinear dynamics as a methodology for further analysis to characterize the respiratory system. Chronic obstructive pulmonary disease (COPD) introduces pathophysiological changes that culminate in a complex behavior that is "silent" in its initial phases. We observed the need to obtain information that is more detailed by using the Forced Oscillations Technique (FOT) for better understanding of factors that contribute to the illness. The present thesis aimed to evaluate the contribution of the FOT in assessing changes in respiratory mechanics within the ventilatory cycle in patients with COPD, including an evaluation of the complexity of the respiratory system. A total of 207 patients were evaluated in this study. In the first phase 114 subjects were included, 20 healthy volunteers (CG) and 94 with COPD. These latter, we obtained a total of 5 groups: normal to the spirometric exam (Stage 0) group with 20 subjects, the mild group (Stage I) with n=14, the moderate group (Stage II) of n=20, the severe group (Stage III) n=20 and very severe group (Stage IV) consisting of 20 patients. The parameters analyzed were average respiratory system impedance (Zm), inspiratory and expiratory impedance (Zi and Ze, respectively), the impedance at the beginning of inspiration and expiration (Zii and Zie), the peak-to-peak impedance (Zpp) and the mean change in impedance (ΔZrs). In the second phase, the complexity of the respiratory system was analyzed by the variability of airflow and Zrs (SDV and SDZrs, respectively), the sample entropy of airflow and Zrs (EnAmV' and EnAmZrs, respectively) and the entropy density of the recurrence period of airflow and ZRS (RPDEV' and RPDEZrs, respectively). At this stage, after were analyzed in 88 subjects related to the complexity of airflow analysis. A total of 72 COPD patients was divided into the following groups: G0 (n = 13), GI (n = 11), GII (n = 18), GIII (n = 16), GIV (n = 14). The GC was composed of 16 individuals. The analysis related to the complexity of Zrs involved a total of 97 individuals. A total of 74 COPD patients were divided into following groups: G0 (n = 17), GI (n = 10), GII (n = 16), GIII (n = 16), GIV (n = 15). The GC was composed of 23 healthy individuals. Respiratory impedance was higher in COPD patients compared to the CG, an increase with the progression of bronchial obstruction: Zm (p<0.0001), Zi (p<0.0001), Ze (p<0.0001), Zii (p<0.0001), Zie (p<0.0001), Zpp (p<0.0001) and ΔZrs (p<0.01). It was observed a significant increase in SDV' (p< 0.002) and SDZrs (p<0.0001) with bronchial obstruction. Moreover, the complexity of respiratory decreased, as observed in SampEnV' (p< 0.002) and RPDEZrs (p<0.0001). The SampZrs and RPDEV' parameters showed no statistically significant differences between groups. Most parameters of the Zrs had adequate values (AUC>0.8). RPDEZrs values and SDZrs showed AUC>0.80 in most of the studied groups. We concluded that individuals with COPD at different levels of bronchial obstruction have higher impedance when compared to normal individuals. Higher impedances in the expiratory phase were observed in subjects with COPD, especially in individuals with severe and very severe obstruction component. COPD introduces a loss of complexity.Recentemente houve um crescimento do interesse pelo estudo da dinâmica não-linear para avaliação do sistema respiratório. A doença pulmonar obstrutiva crônica (DPOC) introduz alterações fisiopatológicas que culminam em um comportamento complexo e inicialmente silencioso . Observamos a necessidade da obtenção de informações mais detalhadas, utilizando a Técnica de Oscilações Forçadas (FOT), para melhor compreensão de fatores que contribuem para o adoecimento. A presente tese objetivou avaliar a contribuição da FOT na análise das alterações da mecânica respiratória ao longo do ciclo ventilatório de portadores de DPOC, incluindo a avaliação da complexidade do sistema respiratório. Um total de 207 pacientes com DPOC foi avaliado neste estudo. No primeiro momento, 114 indivíduos foram incluídos, 20 voluntários sadios (GC) e 94 com DPOC. Destes últimos, obtivemos um total de 5 grupos: o grupo normal ao exame (Grau 0) com 20 indivíduos, o grupo leve (Grau I) com 14, o grupo moderado (Grau II) com 20, o grupo grave (Grau III) com 20 e o grupo muito grave (Grau IV) composto por 20 pacientes. Os parâmetros analisados foram a impedância média do sistema respiratório (Zm), a impedância inspiratória e expiratória (Zi e Ze), a impedância no início da inspiração e da expiração (Zii e Zie), a impedância pico-a-pico (Zpp) e a variação média da impedância (ΔZrs). No segundo momento do estudo, a complexidade do sistema respiratório foi analisada através da variabilidade do fluxo aéreo e da Zrs (SDV´ e SDZrs, respectivamente), da entropia amostral do fluxo aéreo e da Zrs (EnAmV´ e EnAmZrs, respectivamente) e da entropia da densidade do período de recorrência do fluxo aéreo e da Zrs (RPDEV´e RPDEZrs, respectivamente). Nesta fase, foram avaliados 88 indivíduos. Um total de 72 portadores de DPOC foram divididos nos seguintes grupos: G0 (n=13), GI (n=11), GII (n=18), GIII (n=16), GIV (n=14). O GC foi composto por 16 indivíduos. As análises relacionadas à complexidade da Zrs envolveram um total de 97 indivíduos. Um total de 74 portadores de DPOC foram divididos nos seguintes grupos: G0 (n=17), GI (n=10), GII (n=16), GIII (n=16), GIV (n=15). O GC foi composto por 23 indivíduos saudáveis. A impedância respiratória foi maior em portadores de DPOC quando comparados ao GC: Zm (p<0,0001), Zi (p<0,0001), Ze (p<0,0001), Zii (p<0,0001), Zie (p<0,0001), Zpp (p<0,0001) e ΔZrs (p<0,01). Houve aumento significativo de SDV´ (p<0,002) e SDZrs (p<0,0001) com o aumento da obstrução brônquica. Por outro lado, a complexidade do sistema respiratório diminuiu, conforme EnAmV´ (p<0,002) e RPDEZrs (p<0,0001). A maioria dos parâmetros da Zrs apresentou valores adequados (AUC>0,8), em pacientes muito graves e graves. A EnAmV´ apresentou valores adequados em todos os grupos com DPOC (AUC> 0,80). Os valores de RPDEZrs e SDZrs demonstraram AUC >0,80 na maioria dos grupos estudados (Grupos I, II, III e IV). Concluiu-se que indivíduos com DPOC apresentam impedâncias maiores quando comparados a indivíduos normais. Impedâncias mais elevadas na fase expiratória foram observadas em indivíduos com DPOC, especialmente em obstrução grave e muito grave. A DPOC introduz uma perda de complexidade.Submitted by Boris Flegr (boris@uerj.br) on 2021-01-06T20:54:07Z No. of bitstreams: 1 TESE_FINAL_PUBLICADA_Karla_Kristine_Dames_da_Silva.pdf: 3804817 bytes, checksum: f0626dd6f2009f03d422d2b3a4f0ce26 (MD5)Made available in DSpace on 2021-01-06T20:54:07Z (GMT). No. of bitstreams: 1 TESE_FINAL_PUBLICADA_Karla_Kristine_Dames_da_Silva.pdf: 3804817 bytes, checksum: f0626dd6f2009f03d422d2b3a4f0ce26 (MD5) Previous issue date: 2014-02-27application/pdfporUniversidade do Estado do Rio de JaneiroPrograma de Pós-Graduação em Fisiopatologia Clínica e ExperimentalUERJBRCentro Biomédico::Faculdade de Ciências MédicasForced oscillationsComplexityRespiratory impedanceChronic obstructive pulmonary diseaseEntropyVariabilityOscilaçõesEntropiaImpedância (Eletricidade)Oscilações forçadasComplexidadeImpedância respiratóriaDoença pulmonar obstrutiva crônicaEntropiaVariabilidadeCNPQ::CIENCIAS BIOLOGICAS::FISIOLOGIA::FISIOLOGIA DE ORGAOS E SISTEMAS::FISIOLOGIA DA RESPIRACAOMecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatórioRespiratory mechanics in chronic obstructive pulmonary disease: analysis of the complexity and impedance throughout the ventilatory cycleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisinfo:eu-repo/semantics/openAccessreponame:Biblioteca Digital de Teses e Dissertações da UERJinstname:Universidade do Estado do Rio de Janeiro (UERJ)instacron:UERJORIGINALTESE_FINAL_PUBLICADA_Karla_Kristine_Dames_da_Silva.pdfapplication/pdf3804817http://www.bdtd.uerj.br/bitstream/1/12660/1/TESE_FINAL_PUBLICADA_Karla_Kristine_Dames_da_Silva.pdff0626dd6f2009f03d422d2b3a4f0ce26MD511/126602024-02-26 16:36:33.727oai:www.bdtd.uerj.br:1/12660Biblioteca Digital de Teses e Dissertaçõeshttp://www.bdtd.uerj.br/PUBhttps://www.bdtd.uerj.br:8443/oai/requestbdtd.suporte@uerj.bropendoar:29032024-02-26T19:36:33Biblioteca Digital de Teses e Dissertações da UERJ - Universidade do Estado do Rio de Janeiro (UERJ)false
dc.title.por.fl_str_mv Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
dc.title.alternative.eng.fl_str_mv Respiratory mechanics in chronic obstructive pulmonary disease: analysis of the complexity and impedance throughout the ventilatory cycle
title Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
spellingShingle Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
Silva, Karla Kristine Dames da
Forced oscillations
Complexity
Respiratory impedance
Chronic obstructive pulmonary disease
Entropy
Variability
Oscilações
Entropia
Impedância (Eletricidade)
Oscilações forçadas
Complexidade
Impedância respiratória
Doença pulmonar obstrutiva crônica
Entropia
Variabilidade
CNPQ::CIENCIAS BIOLOGICAS::FISIOLOGIA::FISIOLOGIA DE ORGAOS E SISTEMAS::FISIOLOGIA DA RESPIRACAO
title_short Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
title_full Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
title_fullStr Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
title_full_unstemmed Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
title_sort Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório
author Silva, Karla Kristine Dames da
author_facet Silva, Karla Kristine Dames da
author_role author
dc.contributor.advisor1.fl_str_mv Melo, Pedro Lopes de
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4366715224334657
dc.contributor.referee1.fl_str_mv Ferreira, Arthur de Sá
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/5432142731317894
dc.contributor.referee2.fl_str_mv Nakagawa, Naomi Kondo
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/9290134143124508
dc.contributor.referee3.fl_str_mv Lopes, Agnaldo José
dc.contributor.referee3Lattes.fl_str_mv http://lattes.cnpq.br/1548788734980219
dc.contributor.referee4.fl_str_mv Bottino, Daniel Alexandre
dc.contributor.referee4Lattes.fl_str_mv http://lattes.cnpq.br/6811587374997063
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/8999482416400932
dc.contributor.author.fl_str_mv Silva, Karla Kristine Dames da
contributor_str_mv Melo, Pedro Lopes de
Ferreira, Arthur de Sá
Nakagawa, Naomi Kondo
Lopes, Agnaldo José
Bottino, Daniel Alexandre
dc.subject.eng.fl_str_mv Forced oscillations
Complexity
Respiratory impedance
Chronic obstructive pulmonary disease
Entropy
Variability
topic Forced oscillations
Complexity
Respiratory impedance
Chronic obstructive pulmonary disease
Entropy
Variability
Oscilações
Entropia
Impedância (Eletricidade)
Oscilações forçadas
Complexidade
Impedância respiratória
Doença pulmonar obstrutiva crônica
Entropia
Variabilidade
CNPQ::CIENCIAS BIOLOGICAS::FISIOLOGIA::FISIOLOGIA DE ORGAOS E SISTEMAS::FISIOLOGIA DA RESPIRACAO
dc.subject.por.fl_str_mv Oscilações
Entropia
Impedância (Eletricidade)
Oscilações forçadas
Complexidade
Impedância respiratória
Doença pulmonar obstrutiva crônica
Entropia
Variabilidade
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS BIOLOGICAS::FISIOLOGIA::FISIOLOGIA DE ORGAOS E SISTEMAS::FISIOLOGIA DA RESPIRACAO
description Recently there has been a growing interest in the study of nonlinear dynamics as a methodology for further analysis to characterize the respiratory system. Chronic obstructive pulmonary disease (COPD) introduces pathophysiological changes that culminate in a complex behavior that is "silent" in its initial phases. We observed the need to obtain information that is more detailed by using the Forced Oscillations Technique (FOT) for better understanding of factors that contribute to the illness. The present thesis aimed to evaluate the contribution of the FOT in assessing changes in respiratory mechanics within the ventilatory cycle in patients with COPD, including an evaluation of the complexity of the respiratory system. A total of 207 patients were evaluated in this study. In the first phase 114 subjects were included, 20 healthy volunteers (CG) and 94 with COPD. These latter, we obtained a total of 5 groups: normal to the spirometric exam (Stage 0) group with 20 subjects, the mild group (Stage I) with n=14, the moderate group (Stage II) of n=20, the severe group (Stage III) n=20 and very severe group (Stage IV) consisting of 20 patients. The parameters analyzed were average respiratory system impedance (Zm), inspiratory and expiratory impedance (Zi and Ze, respectively), the impedance at the beginning of inspiration and expiration (Zii and Zie), the peak-to-peak impedance (Zpp) and the mean change in impedance (ΔZrs). In the second phase, the complexity of the respiratory system was analyzed by the variability of airflow and Zrs (SDV and SDZrs, respectively), the sample entropy of airflow and Zrs (EnAmV' and EnAmZrs, respectively) and the entropy density of the recurrence period of airflow and ZRS (RPDEV' and RPDEZrs, respectively). At this stage, after were analyzed in 88 subjects related to the complexity of airflow analysis. A total of 72 COPD patients was divided into the following groups: G0 (n = 13), GI (n = 11), GII (n = 18), GIII (n = 16), GIV (n = 14). The GC was composed of 16 individuals. The analysis related to the complexity of Zrs involved a total of 97 individuals. A total of 74 COPD patients were divided into following groups: G0 (n = 17), GI (n = 10), GII (n = 16), GIII (n = 16), GIV (n = 15). The GC was composed of 23 healthy individuals. Respiratory impedance was higher in COPD patients compared to the CG, an increase with the progression of bronchial obstruction: Zm (p<0.0001), Zi (p<0.0001), Ze (p<0.0001), Zii (p<0.0001), Zie (p<0.0001), Zpp (p<0.0001) and ΔZrs (p<0.01). It was observed a significant increase in SDV' (p< 0.002) and SDZrs (p<0.0001) with bronchial obstruction. Moreover, the complexity of respiratory decreased, as observed in SampEnV' (p< 0.002) and RPDEZrs (p<0.0001). The SampZrs and RPDEV' parameters showed no statistically significant differences between groups. Most parameters of the Zrs had adequate values (AUC>0.8). RPDEZrs values and SDZrs showed AUC>0.80 in most of the studied groups. We concluded that individuals with COPD at different levels of bronchial obstruction have higher impedance when compared to normal individuals. Higher impedances in the expiratory phase were observed in subjects with COPD, especially in individuals with severe and very severe obstruction component. COPD introduces a loss of complexity.
publishDate 2014
dc.date.issued.fl_str_mv 2014-02-27
dc.date.available.fl_str_mv 2016-09-13
dc.date.accessioned.fl_str_mv 2021-01-06T20:54:07Z
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dc.identifier.citation.fl_str_mv SILVA, Karla Kristine Dames da. Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório. 2014. 132 f. Tese (Doutorado em Fisiopatologia Clínica e Experimental) - Universidade do Estado do Rio de Janeiro, Rio de Janeiro, 2014.
dc.identifier.uri.fl_str_mv http://www.bdtd.uerj.br/handle/1/12660
identifier_str_mv SILVA, Karla Kristine Dames da. Mecânica respiratória na doença pulmonar obstrutiva crônica: análise da complexidade e impedância ao longo do ciclo ventilatório. 2014. 132 f. Tese (Doutorado em Fisiopatologia Clínica e Experimental) - Universidade do Estado do Rio de Janeiro, Rio de Janeiro, 2014.
url http://www.bdtd.uerj.br/handle/1/12660
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dc.publisher.department.fl_str_mv Centro Biomédico::Faculdade de Ciências Médicas
publisher.none.fl_str_mv Universidade do Estado do Rio de Janeiro
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