Literature DB >> 28963678

Serial automated quantitative CT analysis in idiopathic pulmonary fibrosis: functional correlations and comparison with changes in visual CT scores.

Joseph Jacob1, Brian J Bartholmai2, Srinivasan Rajagopalan2, Maria Kokosi3, Ryoko Egashira4, Anne Laure Brun5, Arjun Nair6, Simon L F Walsh7, Ronald Karwoski8, Athol U Wells3.   

Abstract

OBJECTIVES: To determine whether computer-based CT quantitation of change can improve on visual change quantification of parenchymal features in IPF.
METHODS: Sixty-six IPF patients with serial CT imaging (6-24 months apart) had CT features scored visually and with a computer software tool: ground glass opacity, reticulation and honeycombing (all three variables summed as interstitial lung disease extent [ILD]) and emphysema. Pulmonary vessel volume (PVV) was estimated by computer only. Relationships between changes in CT features and forced vital capacity (FVC) were examined using univariate and multivariate linear regression analyses.
RESULTS: On univariate analysis, changes in computer variables demonstrated stronger linkages to FVC change than changes in visual scores (CALIPER ILD:R2=0.53, p<0.0001; Visual ILD:R2=0.16, p=0.001). PVV increase correlated most strongly with relative FVC change (R2=0.57). When PVV constituents (vessel size and location) were examined, an increase in middle zone vessels linked most strongly to FVC decline (R2=0.57) and was independent of baseline disease severity (characterised by CT fibrosis extent, FVC, or DLco).
CONCLUSIONS: An increase in PVV, specifically an increase in middle zone lung vessels, was the strongest CT determinant of FVC decline in IPF and was independent of baseline disease severity. KEY POINTS: • Computer analysis improves on visual CT scoring in evaluating deterioration on CT • Increasing pulmonary vessel volume is the strongest CT predictor of functional deterioration • Increasing pulmonary vessel volume predicts functional decline independent of baseline disease severity.

Entities:  

Keywords:  Blood vessels; Computer-assisted image Analysis; Idiopathic interstitial pneumonias; Multidetector-row computed tomography; Pulmonary fibrosis, idiopathic

Mesh:

Year:  2017        PMID: 28963678     DOI: 10.1007/s00330-017-5053-z

Source DB:  PubMed          Journal:  Eur Radiol        ISSN: 0938-7994            Impact factor:   5.315


  31 in total

1.  Automatic lung segmentation for accurate quantitation of volumetric X-ray CT images.

Authors:  S Hu; E A Hoffman; J M Reinhardt
Journal:  IEEE Trans Med Imaging       Date:  2001-06       Impact factor: 10.048

2.  Forced vital capacity in patients with idiopathic pulmonary fibrosis: test properties and minimal clinically important difference.

Authors:  Roland M du Bois; Derek Weycker; Carlo Albera; Williamson Z Bradford; Ulrich Costabel; Alex Kartashov; Talmadge E King; Lisa Lancaster; Paul W Noble; Steven A Sahn; Michiel Thomeer; Dominique Valeyre; Athol U Wells
Journal:  Am J Respir Crit Care Med       Date:  2011-09-22       Impact factor: 21.405

3.  Connective tissue disease related fibrotic lung disease: high resolution computed tomographic and pulmonary function indices as prognostic determinants.

Authors:  Simon L F Walsh; Nicola Sverzellati; Anand Devaraj; Gregory J Keir; Athol U Wells; David M Hansell
Journal:  Thorax       Date:  2013-10-14       Impact factor: 9.139

4.  Analyses of efficacy end points in a controlled trial of interferon-gamma1b for idiopathic pulmonary fibrosis.

Authors:  Talmadge E King; Sharon Safrin; Karen M Starko; Kevin K Brown; Paul W Noble; Ganesh Raghu; David A Schwartz
Journal:  Chest       Date:  2005-01       Impact factor: 9.410

5.  Idiopathic pulmonary fibrosis with emphysema: evidence of synergy among emphysema and idiopathic pulmonary fibrosis in smokers.

Authors:  Patrick D Mitchell; Jeeban P Das; David J Murphy; Michael P Keane; Seamas C Donnelly; Jonathan D Dodd; Marcus W Butler
Journal:  Respir Care       Date:  2014-11-11       Impact factor: 2.258

6.  Prognostic implications of physiologic and radiographic changes in idiopathic interstitial pneumonia.

Authors:  Kevin R Flaherty; Jeanette A Mumford; Susan Murray; Ella A Kazerooni; Barry H Gross; Thomas V Colby; William D Travis; Andrew Flint; Galen B Toews; Joseph P Lynch; Fernando J Martinez
Journal:  Am J Respir Crit Care Med       Date:  2003-05-28       Impact factor: 21.405

7.  Clinical features and outcomes in combined pulmonary fibrosis and emphysema in idiopathic pulmonary fibrosis.

Authors:  Christopher J Ryerson; Thomas Hartman; Brett M Elicker; Brett Ley; Joyce S Lee; Marta Abbritti; Kirk D Jones; Talmadge E King; Jay Ryu; Harold R Collard
Journal:  Chest       Date:  2013-07       Impact factor: 9.410

8.  Automated Quantitative Computed Tomography Versus Visual Computed Tomography Scoring in Idiopathic Pulmonary Fibrosis: Validation Against Pulmonary Function.

Authors:  Joseph Jacob; Brian J Bartholmai; Srinivasan Rajagopalan; Maria Kokosi; Arjun Nair; Ronald Karwoski; Sushravya M Raghunath; Simon L F Walsh; Athol U Wells; David M Hansell
Journal:  J Thorac Imaging       Date:  2016-09       Impact factor: 3.000

9.  Computed tomography findings in pathological usual interstitial pneumonia: relationship to survival.

Authors:  Hiromitsu Sumikawa; Takeshi Johkoh; Thomas V Colby; Kazuya Ichikado; Moritaka Suga; Hiroyuki Taniguchi; Yasuhiro Kondoh; Takashi Ogura; Hiroaki Arakawa; Kiminori Fujimoto; Atsuo Inoue; Naoki Mihara; Osamu Honda; Noriyuki Tomiyama; Hironobu Nakamura; Nestor L Müller
Journal:  Am J Respir Crit Care Med       Date:  2007-11-01       Impact factor: 21.405

10.  Automated quantification of radiological patterns predicts survival in idiopathic pulmonary fibrosis.

Authors:  Fabien Maldonado; Teng Moua; Srinivasan Rajagopalan; Ronald A Karwoski; Sushravya Raghunath; Paul A Decker; Thomas E Hartman; Brian J Bartholmai; Richard A Robb; Jay H Ryu
Journal:  Eur Respir J       Date:  2013-04-05       Impact factor: 16.671

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  15 in total

1.  Volume-related structures predict UIP pathology in those with a non-IPF pattern on CT.

Authors:  Jonathan H Chung; Ayodeji Adegunsoye; Justin M Oldham; Rekha Vij; Aliya Husain; Steven M Montner; Ronald A Karwoski; Brian J Bartholmai; Mary E Strek
Journal:  Eur Radiol       Date:  2021-04-13       Impact factor: 5.315

2.  [Mesenchymal abdominal tumors].

Authors:  T Helmberger
Journal:  Radiologe       Date:  2018-01       Impact factor: 0.635

3.  Quantitative analysis of high-resolution computed tomography features of idiopathic pulmonary fibrosis: a structure-function correlation study.

Authors:  Haishuang Sun; Min Liu; Han Kang; Xiaoyan Yang; Peiyao Zhang; Rongguo Zhang; Huaping Dai; Chen Wang
Journal:  Quant Imaging Med Surg       Date:  2022-07

4.  Strain Analysis in Patients at High-Risk for COPD Using Four-Dimensional Dynamic-Ventilation CT.

Authors:  Yanyan Xu; Tian Liang; Yanhui Ma; Sheng Xie; Hongliang Sun; Lei Wang; Yinghao Xu
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2022-05-07

5.  Assessment of survival in patients with idiopathic pulmonary fibrosis using quantitative HRCT indexes.

Authors:  Sebastiano Emanuele Torrisi; Stefano Palmucci; Alessandro Stefano; Giorgio Russo; Alfredo Gaetano Torcitto; Daniele Falsaperla; Mauro Gioè; Mauro Pavone; Ada Vancheri; Gianluca Sambataro; Domenico Sambataro; Letizia Antonella Mauro; Emanuele Grassedonio; Antonio Basile; Carlo Vancheri
Journal:  Multidiscip Respir Med       Date:  2018-12-01

6.  Quantitative CT analysis using functional imaging is superior in describing disease progression in idiopathic pulmonary fibrosis compared to forced vital capacity.

Authors:  J Clukers; M Lanclus; B Mignot; C Van Holsbeke; J Roseman; S Porter; E Gorina; E Kouchakji; K E Lipson; W De Backer; J De Backer
Journal:  Respir Res       Date:  2018-11-06

7.  Machine learning: from radiomics to discovery and routine.

Authors:  G Langs; S Röhrich; J Hofmanninger; F Prayer; J Pan; C Herold; H Prosch
Journal:  Radiologe       Date:  2018-11       Impact factor: 0.635

8.  Longitudinal functional changes with clinically significant radiographic progression in idiopathic pulmonary fibrosis: are we following the right parameters?

Authors:  Nada Taha; Dejanira D'Amato; Karishma Hosein; Tiziana Ranalli; Gianluigi Sergiacomi; Maurizio Zompatori; Marco Mura
Journal:  Respir Res       Date:  2020-05-19

9.  Radiographic Graft Surveillance in Lung Transplantation: Prognostic Role of Parametric Response Mapping.

Authors:  Elizabeth A Belloli; Tian Gu; Yizhuo Wang; Dharshan Vummidi; Dennis M Lyu; Michael P Combs; Aamer Chughtai; Susan Murray; Craig J Galbán; Vibha N Lama
Journal:  Am J Respir Crit Care Med       Date:  2021-10-15       Impact factor: 30.528

10.  Vascular Pruning on CT and Interstitial Lung Abnormalities in the Framingham Heart Study.

Authors:  Andrew J Synn; Wenyuan Li; Gary M Hunninghake; George R Washko; Raúl San José Estépar; George T O'Connor; Cyrus A Kholdani; Robert W Hallowell; Alexander A Bankier; Murray A Mittleman; Mary B Rice
Journal:  Chest       Date:  2020-08-14       Impact factor: 9.410

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