PLoS ONE (Jan 2017)

Structural changes in the COPD lung and related heterogeneity.

  • Dana Copot,
  • Robin De Keyser,
  • Eric Derom,
  • Clara Ionescu

DOI
https://doi.org/10.1371/journal.pone.0177969
Journal volume & issue
Vol. 12, no. 5
p. e0177969

Abstract

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This paper proposes a mathematical framework for understanding how the structural changes in the COPD lung reflect in model parameters. The core of the analysis is a correlation between the heterogeneity in the lung as COPD degree changes (GOLD II, III and IV) and the nonlinearity index evaluated using the forced oscillation technique. A low frequency evaluation of respiratory impedance models and nonlinearity degree is performed since changes in tissue mechanics are related to viscoelastic properties. Simulation analysis of our model indicates a good correlation to expected changes in heterogeneity and nonlinear effects. A total of 43 COPD diagnosed patients are evaluated, distributed as GOLD II (18), GOLD III (15) and GOLD IV (10). Experimental data supports the claims and indicate that the proposed model and index for nonlinearity is well-suited to capture COPD structural changes.