Skip to main content
Erschienen in: Journal of Clinical Monitoring and Computing 4/2018

10.10.2017 | Original Research

Ventilation inhomogeneity in obstructive lung diseases measured by electrical impedance tomography: a simulation study

verfasst von: B. Schullcke, S. Krueger-Ziolek, B. Gong, R. A. Jörres, U. Mueller-Lisse, K. Moeller

Erschienen in: Journal of Clinical Monitoring and Computing | Ausgabe 4/2018

Einloggen, um Zugang zu erhalten

Abstract

Electrical impedance tomography (EIT) has mostly been used in the Intensive Care Unit (ICU) to monitor ventilation distribution but is also promising for the diagnosis in spontaneously breathing patients with obstructive lung diseases. Beside tomographic images, several numerical measures have been proposed to quantitatively assess the lung state. In this study two common measures, the ‘Global Inhomogeneity Index’ and the ‘Coefficient of Variation’ were compared regarding their capability to reflect the severity of lung obstruction. A three-dimensional simulation model was used to simulate obstructed lungs, whereby images were reconstructed on a two-dimensional domain. Simulations revealed that minor obstructions are not adequately recognized in the reconstructed images and that obstruction above and below the electrode plane may result in misleading values of inhomogeneity measures. EIT measurements on several electrode planes are necessary to apply these measures in patients with obstructive lung diseases in a promising manner.
Literatur
1.
Zurück zum Zitat Gong B, et al. Electrical impedance tomography: functional lung imaging on its way to clinical practice? Expert review of respiratory medicine. 2015;9(6):721–37.CrossRef Gong B, et al. Electrical impedance tomography: functional lung imaging on its way to clinical practice? Expert review of respiratory medicine. 2015;9(6):721–37.CrossRef
2.
Zurück zum Zitat Frerichs I. Electrical impedance tomography (EIT) in applications related to lung and ventilation: a review of experimental and clinical activities. Physiol Meas. 2000;21(2):R1-21.CrossRef Frerichs I. Electrical impedance tomography (EIT) in applications related to lung and ventilation: a review of experimental and clinical activities. Physiol Meas. 2000;21(2):R1-21.CrossRef
3.
Zurück zum Zitat Pikkemaat R, et al. Electrical impedance tomography: New diagnostic possibilities using regional time constant maps. Appl Cardiopul P (ACP). 2012;16:212–25. Pikkemaat R, et al. Electrical impedance tomography: New diagnostic possibilities using regional time constant maps. Appl Cardiopul P (ACP). 2012;16:212–25.
4.
Zurück zum Zitat Krueger-Ziolek S, et al. Multi-layer ventilation inhomogeneity in cystic fibrosis. Respir Physiol Neurobiol. 2016;233:25–32.CrossRef Krueger-Ziolek S, et al. Multi-layer ventilation inhomogeneity in cystic fibrosis. Respir Physiol Neurobiol. 2016;233:25–32.CrossRef
5.
Zurück zum Zitat Zhao Z, et al. Regional ventilation in cystic fibrosis measured by electrical impedance tomography. J Cyst Fibros. 2012;11(5):412–8.CrossRef Zhao Z, et al. Regional ventilation in cystic fibrosis measured by electrical impedance tomography. J Cyst Fibros. 2012;11(5):412–8.CrossRef
6.
Zurück zum Zitat Zhao Z, et al. Regional airway obstruction in cystic fibrosis determined by electrical impedance tomography in comparison with high resolution CT. Physiol Meas. 2013;34(11):N107-14.CrossRef Zhao Z, et al. Regional airway obstruction in cystic fibrosis determined by electrical impedance tomography in comparison with high resolution CT. Physiol Meas. 2013;34(11):N107-14.CrossRef
7.
Zurück zum Zitat Vogt B, et al. Spatial and temporal heterogeneity of regional lung ventilation determined by electrical impedance tomography during pulmonary function testing. J Appl Physiol. 2012;113(7):1154–61.CrossRef Vogt B, et al. Spatial and temporal heterogeneity of regional lung ventilation determined by electrical impedance tomography during pulmonary function testing. J Appl Physiol. 2012;113(7):1154–61.CrossRef
8.
Zurück zum Zitat Frerichs I, et al. Chest electrical impedance tomography examination, data analysis, terminology, clinical use and recommendations: consensus statement of the Translational EIT development study group. Thorax 2017;72:83–93. Frerichs I, et al. Chest electrical impedance tomography examination, data analysis, terminology, clinical use and recommendations: consensus statement of the Translational EIT development study group. Thorax 2017;72:83–93.
9.
Zurück zum Zitat Zhao Z, et al. Evaluation of an electrical impedance tomography-based global inhomogeneity index for pulmonary ventilation distribution. Intensive Care Med. 2009;35(11):1900–6.CrossRef Zhao Z, et al. Evaluation of an electrical impedance tomography-based global inhomogeneity index for pulmonary ventilation distribution. Intensive Care Med. 2009;35(11):1900–6.CrossRef
10.
Zurück zum Zitat Zhao Z, et al. The EIT-based global inhomogeneity index is highly correlated with regional lung opening in patients with acute respiratory distress syndrome. BMC Res Notes. 2014;7:82. Zhao Z, et al. The EIT-based global inhomogeneity index is highly correlated with regional lung opening in patients with acute respiratory distress syndrome. BMC Res Notes. 2014;7:82.
11.
Zurück zum Zitat Becher T, et al. Functional regions of interest in electrical impedance tomography: a secondary analysis of two clinical studies. PLoS ONE. 2016;11(3):e0152267.CrossRef Becher T, et al. Functional regions of interest in electrical impedance tomography: a secondary analysis of two clinical studies. PLoS ONE. 2016;11(3):e0152267.CrossRef
12.
Zurück zum Zitat Becher T, et al. Influence of tidal volume on ventilation inhomogeneity assessed by electrical impedance tomography during controlled mechanical ventilation. Physiol Meas. 2015;36(6):1137.CrossRef Becher T, et al. Influence of tidal volume on ventilation inhomogeneity assessed by electrical impedance tomography during controlled mechanical ventilation. Physiol Meas. 2015;36(6):1137.CrossRef
13.
Zurück zum Zitat Adler A, Lionheart WR. Uses and abuses of EIDORS: an extensible software base for EIT. Physiol Meas. 2006;27(5):S25-42.CrossRef Adler A, Lionheart WR. Uses and abuses of EIDORS: an extensible software base for EIT. Physiol Meas. 2006;27(5):S25-42.CrossRef
14.
Zurück zum Zitat Schöberl J. NETGEN an advancing front 2D/3D-mesh generator based on abstract rules. Comput Visual Sci. 1997;1(1):41–52.CrossRef Schöberl J. NETGEN an advancing front 2D/3D-mesh generator based on abstract rules. Comput Visual Sci. 1997;1(1):41–52.CrossRef
15.
Zurück zum Zitat Cheng K-S, et al. Electrode models for electric current computed tomography. Biomed Eng IEEE Trans. 1989;36(9):918–24.CrossRef Cheng K-S, et al. Electrode models for electric current computed tomography. Biomed Eng IEEE Trans. 1989;36(9):918–24.CrossRef
16.
Zurück zum Zitat Krueger-Ziolek S, et al. Positioning of electrode plane systematically influences EIT imaging. Physiol Meas. 2015;36(6):1109–18.CrossRef Krueger-Ziolek S, et al. Positioning of electrode plane systematically influences EIT imaging. Physiol Meas. 2015;36(6):1109–18.CrossRef
17.
Zurück zum Zitat Adler A, Guardo R, Berthiaume Y. Impedance imaging of lung ventilation: do we need to account for chest expansion? IEEE Trans Biomed Eng. 1996;43(4):414–20.CrossRef Adler A, Guardo R, Berthiaume Y. Impedance imaging of lung ventilation: do we need to account for chest expansion? IEEE Trans Biomed Eng. 1996;43(4):414–20.CrossRef
18.
Zurück zum Zitat Soleimani M. Computational aspects of low frequency electrical and electromagnetic tomography: a review study. Int J Numer Anal Model. 2008;5(3):407–40. Soleimani M. Computational aspects of low frequency electrical and electromagnetic tomography: a review study. Int J Numer Anal Model. 2008;5(3):407–40.
19.
Zurück zum Zitat Polydorides N, Lionheart WR. A Matlab toolkit for three-dimensional electrical impedance tomography: a contribution to the Electrical Impedance and Diffuse Optical Reconstruction Software project. Meas Sci Technol. 2002;13(12):1871.CrossRef Polydorides N, Lionheart WR. A Matlab toolkit for three-dimensional electrical impedance tomography: a contribution to the Electrical Impedance and Diffuse Optical Reconstruction Software project. Meas Sci Technol. 2002;13(12):1871.CrossRef
20.
Zurück zum Zitat Graham BM, Adler A. Objective selection of hyperparameter for EIT. Physiol Meas. 2006;27(5):S65-79.CrossRef Graham BM, Adler A. Objective selection of hyperparameter for EIT. Physiol Meas. 2006;27(5):S65-79.CrossRef
21.
Zurück zum Zitat Putensen C, Zinserling J, Wrigge H. Electrical impedance tomography for monitoring of regional ventilation in critically III patients. In: Vincent JL, editor. Intensive care medicine. New York, NY: Springer; 2006. Putensen C, Zinserling J, Wrigge H. Electrical impedance tomography for monitoring of regional ventilation in critically III patients. In: Vincent JL, editor. Intensive care medicine. New York, NY: Springer; 2006.
22.
Zurück zum Zitat Adler A, et al. Simple FEMs aren’t as good as we thought: experiences developing EIDORS v3. 3. Proc. Conf. EIT (Hannover, NH, USA), 2008. Adler A, et al. Simple FEMs aren’t as good as we thought: experiences developing EIDORS v3. 3. Proc. Conf. EIT (Hannover, NH, USA), 2008.
23.
Zurück zum Zitat Adler A, Guardo R. Electrical impedance tomography: regularized imaging and contrast detection. IEEE Trans Med Imaging. 1996;15(2):170–9.CrossRef Adler A, Guardo R. Electrical impedance tomography: regularized imaging and contrast detection. IEEE Trans Med Imaging. 1996;15(2):170–9.CrossRef
24.
Zurück zum Zitat Grychtol B, Müller B, Adler A. 3D EIT image reconstruction with GREIT. Physiol Meas. 2016;37(6):785.CrossRef Grychtol B, Müller B, Adler A. 3D EIT image reconstruction with GREIT. Physiol Meas. 2016;37(6):785.CrossRef
25.
Zurück zum Zitat Adler A, et al. Whither lung EIT: where are we, where do we want to go and what do we need to get there? Physiol Meas. 2012;33(5):679–94.CrossRef Adler A, et al. Whither lung EIT: where are we, where do we want to go and what do we need to get there? Physiol Meas. 2012;33(5):679–94.CrossRef
26.
Zurück zum Zitat Bayford RH. Bioimpedance tomography (electrical impedance tomography). Annu Rev Biomed Eng. 2006;8:63–91.CrossRef Bayford RH. Bioimpedance tomography (electrical impedance tomography). Annu Rev Biomed Eng. 2006;8:63–91.CrossRef
27.
Zurück zum Zitat Borsic A, et al. In vivo impedance imaging with total variation regularization. IEEE Trans Med Imaging. 2010;29(1):44–54.CrossRef Borsic A, et al. In vivo impedance imaging with total variation regularization. IEEE Trans Med Imaging. 2010;29(1):44–54.CrossRef
Metadaten
Titel
Ventilation inhomogeneity in obstructive lung diseases measured by electrical impedance tomography: a simulation study
verfasst von
B. Schullcke
S. Krueger-Ziolek
B. Gong
R. A. Jörres
U. Mueller-Lisse
K. Moeller
Publikationsdatum
10.10.2017
Verlag
Springer Netherlands
Erschienen in
Journal of Clinical Monitoring and Computing / Ausgabe 4/2018
Print ISSN: 1387-1307
Elektronische ISSN: 1573-2614
DOI
https://doi.org/10.1007/s10877-017-0069-0

Weitere Artikel der Ausgabe 4/2018

Journal of Clinical Monitoring and Computing 4/2018 Zur Ausgabe

Update AINS

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.