Literature DB >> 24758680

Emphysema quantification by combining percentage and size distribution of low-attenuation lung regions.

Mizuho Nishio1, Sumiaki Matsumoto, Hisanobu Koyama, Takeshi Yoshikawa, Naoki Sugihara, Kazuro Sugimura, Yoshiharu Ohno.   

Abstract

OBJECTIVE: The purpose of this study was to investigate efficacy of two types of emphysema quantification: percentage of low-attenuation lung regions (%LA); and size distribution of these regions. On a log-log plot, cumulative frequency-size distribution of low-attenuation lung regions can be fitted by a straight line whose slope (D) has been reported to reflect diffusing capacity. In this study, %LA and D were compared with pulmonary function test (PFT) parameters, especially with ratio of diffusing capacity of carbon monoxide to effective alveolar ventilation (i.e., DLCO/VA).
MATERIALS AND METHODS: Thin-section unenhanced CT images were acquired from 30 patients (25 men, five women; mean [SD] age, 70.1 ± 12.1 years), of whom 25 had received diagnosis of COPD, and %LA and D were calculated at 20 thresholds, ranging from -995 to -900 HU. To determine utility of %LA and D, we used Pearson's correlation for emphysema quantification and PFT. Significance of the coefficients was determined with Bonferroni correction (p < 0.0025). Finally, the relationships between emphysema quantification and DLCO/VA were examined by linear models and Akaike information criterion (AIC).
RESULTS: The correlation coefficients for %LA and DLCO/VA were statistically significant at all the thresholds (optimal coefficient, -0.761). The correlation coefficients for D and DLCO/VA were statistically significant at the thresholds from -945 to -900 HU (optimal coefficient, -0.646). AIC values showed that the most accurate prediction of DLCO/VA was obtained by the model incorporating both %LA and D.
CONCLUSION: Both %LA and D showed significant correlation with DLCO/VA. Combining %LA and D resulted in more accurate evaluation of DLCO/VA than did using %LA or D alone.

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Year:  2014        PMID: 24758680     DOI: 10.2214/AJR.13.10781

Source DB:  PubMed          Journal:  AJR Am J Roentgenol        ISSN: 0361-803X            Impact factor:   3.959


  4 in total

1.  CT Imaging-Based Low-Attenuation Super Clusters in Three Dimensions and the Progression of Emphysema.

Authors:  Jarred R Mondoñedo; Susumu Sato; Tsuyoshi Oguma; Shigeo Muro; Adam H Sonnenberg; Dean Zeldich; Harikrishnan Parameswaran; Toyohiro Hirai; Béla Suki
Journal:  Chest       Date:  2018-10-05       Impact factor: 9.410

2.  Heterogeneity in pulmonary emphysema: Analysis of CT attenuation using Gaussian mixture model.

Authors:  Mizuho Nishio; Yutaka Tanaka
Journal:  PLoS One       Date:  2018-02-14       Impact factor: 3.240

3.  Application of the homology method for quantification of low-attenuation lung region inpatients with and without COPD.

Authors:  Mizuho Nishio; Kazuaki Nakane; Yutaka Tanaka
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2016-09-06

4.  The difference in postoperative pulmonary functional change between upper and lower thoracoscopic lobectomy.

Authors:  Shinya Tane; Mai Kitazume; Yusuke Fujibayashi; Sanae Kuroda; Kenji Kimura; Yoshitaka Kitamura; Daisuke Takenaka; Wataru Nishio
Journal:  Interact Cardiovasc Thorac Surg       Date:  2022-02-21
  4 in total

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