Breath-by-breath pulmonary O2 uptake kinetics: effect of data processing on confidence in estimating model parameters.
Exp Physiol
; 99(11): 1511-22, 2014 Nov.
Article
em En
| MEDLINE
| ID: mdl-25063837
ABSTRACT
To improve the signal-to-noise ratio of breath-by-breath pulmonary O2 uptake (VÌO2p) data, it is common practice to perform multiple step transitions, which are subsequently processed to yield an ensemble-averaged profile. The effect of different data-processing techniques on phase II VÌO2p kinetic parameter estimates (VÌO2p amplitude, time delay and phase II time constant (τVÌO2p)] and model confidence [95% confidence interval (CI95)] was examined. Young (n = 9) and older men (n = 9) performed four step transitions from a 20 W baseline to a work rate corresponding to 90% of their estimated lactate threshold on a cycle ergometer. Breath-by-breath VÌO2p was measured using mass spectrometry and volume turbine. Mono-exponential kinetic modelling of phase II VÌO2p data was performed on data processed using the following techniques (A) raw data (trials time aligned, breaths of all trials combined and sorted in time); (B) raw data plus interpolation (trials time aligned, combined, sorted and linearly interpolated to second by second); (C) raw data plus interpolation plus 5 s bin averaged; (D) individual trial interpolation plus ensemble averaged [trials time aligned, linearly interpolated to second by second (technique 1; points joined by straight-line segments), ensemble averaged]; (E) 'D' plus 5 s bin averaged; (F) individual trial interpolation plus ensemble averaged [trials time aligned, linearly interpolated to second by second (technique 2; points copied until subsequent point appears), ensemble averaged]; and (G) 'F' plus 5 s bin averaged. All of the model parameters were unaffected by data-processing technique; however, the CI95 for τVÌO2p in condition 'D' (4 s) was lower (P < 0.05) than the CI95 reported for all other conditions (5-10 s). Data-processing technique had no effect on parameter estimates of the phase II VÌO2p response. However, the narrowest interval for CI95 occurred when individual trials were linearly interpolated and ensemble averaged.
Texto completo:
1
Coleções:
01-internacional
Base de dados:
MEDLINE
Assunto principal:
Consumo de Oxigênio
/
Respiração
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Pulmão
Tipo de estudo:
Risk_factors_studies
Limite:
Adult
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Aged
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Humans
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Male
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Middle aged
Idioma:
En
Ano de publicação:
2014
Tipo de documento:
Article