Literature DB >> 29565263

Evaluation of surrogate measures of pulmonary function derived from electrical impedance tomography data in children with cystic fibrosis.

Peter A Muller1, Jennifer L Mueller, Michelle Mellenthin, Rashmi Murthy, Michael Capps, Brandie D Wagner, Melody Alsaker, Robin Deterding, Scott D Sagel, Jordana Hoppe.   

Abstract

OBJECTIVE: Lung function monitoring by spirometry plays a critical role in the clinical care of pediatric cystic fibrosis (CF) patients, but many young children are unable to perform spirometry, and the outputs are often normal even in the presence of lung disease. Measures derived from electrical impedance tomography (EIT) images were studied for their utility as potential surrogates for spirometry in CF patients and to assess response to intravenous antibiotic treatment for acute pulmonary exacerbations (PEx) in a subset of patients. APPROACH: EIT data were collected on 35 subjects (21 with CF, 14 healthy controls, 8 CF patients pre- and post-treatment for an acute PEx) ages 2 to 20 years during tidal breathing and also concurrently with spirometry on subjects over age 8. EIT-derived measures of FEV1, FVC, and FEV1/FVC were computed globally and regionally from dynamic EIT images. MAIN
RESULTS: Global EIT-derived FEV1/FVC showed good correlation with spirometry FEV1/FVC values (r  =  0.54, p  =  0.01), and were able to distinguish between the groups (p  =  0.01). Lung heterogeneity was assessed through the spatial coefficient of variation (CV) of EIT difference images between key time points, and the CVs for EIT-derived FEV1 and FVC showed significant correlation with the CV for tidal breathing (r  =  0.47, p  =  0.01 and r  =  0.50, p  =  0.01, respectively). Global EIT-derived FEV1/FVC was better able to distinguish between groups than spirometry FEV1 (F-values 776.5 and 146.3, respectively, p  <  0.01.) The same held true for the CVs for EIT-derived FEV1, FVC, and tidal breathing (F-values 215.93, 193.89, 204.57, respectively, p  <  0.01). SIGNIFICANCE: The strong correlation between the CVs for tidal breathing, FEV1, and FVC, and the statistically significant ability of CV for tidal breathing to distinguish between healthy subjects and CF patients, and between the studied CF disease states suggests that the CV may be useful for measuring the extent and severity of structural lung disease.

Entities:  

Mesh:

Year:  2018        PMID: 29565263      PMCID: PMC5944864          DOI: 10.1088/1361-6579/aab8c4

Source DB:  PubMed          Journal:  Physiol Meas        ISSN: 0967-3334            Impact factor:   2.833


  40 in total

1.  Bivariate linear mixed models using SAS proc MIXED.

Authors:  Rodolphe Thiébaut; Hélène Jacqmin-Gadda; Geneviève Chêne; Catherine Leport; Daniel Commenges
Journal:  Comput Methods Programs Biomed       Date:  2002-11       Impact factor: 5.428

2.  Monitoring of lobectomy in cystic fibrosis with electrical impedance tomography - a new diagnostic tool.

Authors:  Sylvia Lehmann; Klaus Tenbrock; Simone Schrading; Robert Pikkemaat; Christoph Hoog Antink; Susana Santos; Jan Wilhelm Spillner; Norbert Wagner; Steffen Leonhardt
Journal:  Biomed Tech (Berl)       Date:  2014-12       Impact factor: 1.411

Review 3.  Electrical impedance tomography.

Authors:  Eduardo L V Costa; Raul Gonzalez Lima; Marcelo B P Amato
Journal:  Curr Opin Crit Care       Date:  2009-02       Impact factor: 3.687

4.  A Real-time D-bar Algorithm for 2-D Electrical Impedance Tomography Data.

Authors:  Melody Dodd; Jennifer L Mueller
Journal:  Inverse Probl Imaging (Springfield)       Date:  2014-11-01       Impact factor: 1.639

5.  Estimating a regional ventilation-perfusion index.

Authors:  P A Muller; T Li; D Isaacson; J C Newell; G J Saulnier; Tzu-Jen Kao; Jeffrey Ashe
Journal:  Physiol Meas       Date:  2015-05-26       Impact factor: 2.833

6.  Multi-layer ventilation inhomogeneity in cystic fibrosis.

Authors:  Sabine Krueger-Ziolek; Benjamin Schullcke; Zhanqi Zhao; Bo Gong; Susanne Naehrig; Ullrich Müller-Lisse; Knut Moeller
Journal:  Respir Physiol Neurobiol       Date:  2016-07-28       Impact factor: 1.931

7.  EIT based pulsatile impedance monitoring during spontaneous breathing in cystic fibrosis.

Authors:  Sabine Krueger-Ziolek; Benjamin Schullcke; Bo Gong; Ullrich Müller-Lisse; Knut Moeller
Journal:  Physiol Meas       Date:  2017-06       Impact factor: 2.833

8.  Detecting early structural lung damage in cystic fibrosis.

Authors:  Harm A W M Tiddens
Journal:  Pediatr Pulmonol       Date:  2002-09

Review 9.  Monitoring respiratory disease severity in cystic fibrosis.

Authors:  Jane C Davies; Eric Wfw Alton
Journal:  Respir Care       Date:  2009-05       Impact factor: 2.258

10.  Chest electrical impedance tomography examination, data analysis, terminology, clinical use and recommendations: consensus statement of the TRanslational EIT developmeNt stuDy group.

Authors:  Inéz Frerichs; Marcelo B P Amato; Anton H van Kaam; David G Tingay; Zhanqi Zhao; Bartłomiej Grychtol; Marc Bodenstein; Hervé Gagnon; Stephan H Böhm; Eckhard Teschner; Ola Stenqvist; Tommaso Mauri; Vinicius Torsani; Luigi Camporota; Andreas Schibler; Gerhard K Wolf; Diederik Gommers; Steffen Leonhardt; Andy Adler
Journal:  Thorax       Date:  2016-09-05       Impact factor: 9.139

View more
  7 in total

1.  The D-bar method for electrical impedance tomography-demystified.

Authors:  J L Mueller; S Siltanen
Journal:  Inverse Probl       Date:  2020-08-31       Impact factor: 2.407

2.  3D ELECTRICAL IMPEDANCE TOMOGRAPHY RECONSTRUCTIONS FROM SIMULATED ELECTRODE DATA USING DIRECT INVERSION texp AND CALDERÓN METHODS.

Authors:  S J Hamilton; D Isaacson; V Kolehmainen; P A Muller; J Toivanen; P F Bray
Journal:  Inverse Probl Imaging (Springfield)       Date:  2021-05-01       Impact factor: 1.639

3.  Reconstruction of Organ Boundaries With Deep Learning in the D-Bar Method for Electrical Impedance Tomography.

Authors:  Michael Capps; Jennifer L Mueller
Journal:  IEEE Trans Biomed Eng       Date:  2021-02-18       Impact factor: 4.538

Review 4.  A narrative review of electrical impedance tomography in lung diseases with flow limitation and hyperinflation: methodologies and applications.

Authors:  Ling Sang; Zhanqi Zhao; Zhimin Lin; Xiaoqing Liu; Nanshan Zhong; Yimin Li
Journal:  Ann Transl Med       Date:  2020-12

5.  Pulmonary rehabilitation ameliorates regional lung function in chronic obstructive pulmonary disease: a prospective single-arm clinical trial.

Authors:  Haiman Ma; Meng Dai; Shuo Wu; Zhanqi Zhao; Yan Zhang; Feng Zhao; Lin Yang; Xinyu Ti; Shuoyao Qu
Journal:  Ann Transl Med       Date:  2022-08

6.  Improved resolution of D-bar images of ventilation using a Schur complement property and an anatomical atlas.

Authors:  Talles Batista Rattis Santos; Rafael Mikio Nakanishi; Erick Dario León Bueno de Camargo; Marcelo Brito Passos Amato; Jari P Kaipio; Raul Gonzalez Lima; Jennifer L Mueller
Journal:  Med Phys       Date:  2022-05-05       Impact factor: 4.506

7.  Introduction of Sample Based Prior into the D-Bar Method Through a Schur Complement Property.

Authors:  Talles Batista Rattis Santos; Rafael Mikio Nakanishi; Jari P Kaipio; Jennifer L Mueller; Raul Gonzalez Lima
Journal:  IEEE Trans Med Imaging       Date:  2020-11-30       Impact factor: 11.037

  7 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.