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Signal processing to remove spurious contributions to the assessment of respiratory mechanics.
Mori, Vitor; Vitorasso, Renato L; Takeuchi, Vitor A; Lima, Wothan T; Oliveira, Maria A; Moriya, Henrique T.
Afiliação
  • Mori V; Biomedical Engineering Laboratory, Escola Politecnica, University of Sao Paulo, Sao Paulo, Brazil.
  • Vitorasso RL; Biomedical Engineering Laboratory, Escola Politecnica, University of Sao Paulo, Sao Paulo, Brazil.
  • Takeuchi VA; Biomedical Engineering Laboratory, Escola Politecnica, University of Sao Paulo, Sao Paulo, Brazil.
  • Lima WT; Department of Pharmacology, Biomedical Sciences Institute, University of Sao Paulo, Sao Paulo, Brazil.
  • Oliveira MA; Department of Pharmacology, Biomedical Sciences Institute, University of Sao Paulo, Sao Paulo, Brazil.
  • Moriya HT; Biomedical Engineering Laboratory, Escola Politecnica, University of Sao Paulo, Sao Paulo, Brazil.
Exp Lung Res ; 48(1): 1-11, 2022 02.
Article em En | MEDLINE | ID: mdl-34935573
Signal disruptions in small animals during the realization of the Forced Oscillation Technique are a well-known cause of data loss as it leads to non-reliable estimations of the respiratory impedance. In this work, we assessed the effects of removing the disrupted epoch when a 3-seconds input signal composed of one and a half 2-seconds full cycle is used.We tested our hypothesis in 25 SAMR1 mice under different levels of bronchoconstriction due to methacholine administration by iv bolus injections in different doses (15 animals) and by iv continuous infusion in different infusion rates (10 animals). Signal disruptions were computationally simulated as sharp drops in the pressure signal within a short timescale, and signal processing was performed using own developed algorithms.We found that the model goodness of fit worsens when averaging techniques to estimate the input respiratory impedance are not used. However, no statistically significant differences were observed in the comparison between Constant Phase Model parameters of the full 3-s signal and the 2-s non disrupted epoch in all doses or infusion rates for both methacholine delivery strategies.The proposed technique presents reliable outcomes that can reduce animal use in Forced Oscillation Technique realization.
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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Mecânica Respiratória / Broncoconstrição Idioma: En Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Brasil

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Mecânica Respiratória / Broncoconstrição Idioma: En Ano de publicação: 2022 Tipo de documento: Article País de afiliação: Brasil