Literature DB >> 26158120

Assessing the accuracy and reproducibility of modality independent elastography in a murine model of breast cancer.

Jared A Weis1, Katelyn M Flint2, Violeta Sanchez3, Thomas E Yankeelov4, Michael I Miga5.   

Abstract

Cancer progression has been linked to mechanics. Therefore, there has been recent interest in developing noninvasive imaging tools for cancer assessment that are sensitive to changes in tissue mechanical properties. We have developed one such method, modality independent elastography (MIE), that estimates the relative elastic properties of tissue by fitting anatomical image volumes acquired before and after the application of compression to biomechanical models. The aim of this study was to assess the accuracy and reproducibility of the method using phantoms and a murine breast cancer model. Magnetic resonance imaging data were acquired, and the MIE method was used to estimate relative volumetric stiffness. Accuracy was assessed using phantom data by comparing to gold-standard mechanical testing of elasticity ratios. Validation error was [Formula: see text]. Reproducibility analysis was performed on animal data, and within-subject coefficients of variation ranged from 2 to 13% at the bulk level and 32% at the voxel level. To our knowledge, this is the first study to assess the reproducibility of an elasticity imaging metric in a preclinical cancer model. Our results suggest that the MIE method can reproducibly generate accurate estimates of the relative mechanical stiffness and provide guidance on the degree of change needed in order to declare biological changes rather than experimental error in future therapeutic studies.

Entities:  

Keywords:  breast cancer; computational modeling; elastography; magnetic resonance imaging; mechanical properties

Year:  2015        PMID: 26158120      PMCID: PMC4490672          DOI: 10.1117/1.JMI.2.3.036001

Source DB:  PubMed          Journal:  J Med Imaging (Bellingham)        ISSN: 2329-4302


  57 in total

1.  Evaluation of an iterative reconstruction method for quantitative elastography.

Authors:  M M Doyley; P M Meaney; J C Bamber
Journal:  Phys Med Biol       Date:  2000-06       Impact factor: 3.609

2.  Engineering and algorithm design for an image processing Api: a technical report on ITK--the Insight Toolkit.

Authors:  Terry S Yoo; Michael J Ackerman; William E Lorensen; Will Schroeder; Vikram Chalana; Stephen Aylward; Dimitris Metaxas; Ross Whitaker
Journal:  Stud Health Technol Inform       Date:  2002

3.  Effects of substrate stiffness on cell morphology, cytoskeletal structure, and adhesion.

Authors:  Tony Yeung; Penelope C Georges; Lisa A Flanagan; Beatrice Marg; Miguelina Ortiz; Makoto Funaki; Nastaran Zahir; Wenyu Ming; Valerie Weaver; Paul A Janmey
Journal:  Cell Motil Cytoskeleton       Date:  2005-01

4.  Diffeomorphic demons: efficient non-parametric image registration.

Authors:  Tom Vercauteren; Xavier Pennec; Aymeric Perchant; Nicholas Ayache
Journal:  Neuroimage       Date:  2008-11-07       Impact factor: 6.556

5.  Automatic generation of boundary conditions using demons nonrigid image registration for use in 3-D modality-independent elastography.

Authors:  Thomas S Pheiffer; Jao J Ou; Rowena E Ong; Michael I Miga
Journal:  IEEE Trans Biomed Eng       Date:  2011-06-16       Impact factor: 4.538

6.  An inverse problem solution for measuring the elastic modulus of intact ex vivo breast tissue tumours.

Authors:  Abbas Samani; Donald Plewes
Journal:  Phys Med Biol       Date:  2007-01-31       Impact factor: 3.609

7.  MR elastography of liver tumors: preliminary results.

Authors:  Sudhakar K Venkatesh; Meng Yin; James F Glockner; Naoki Takahashi; Philip A Araoz; Jayant A Talwalkar; Richard L Ehman
Journal:  AJR Am J Roentgenol       Date:  2008-06       Impact factor: 3.959

8.  MR elastography of liver tumours: value of viscoelastic properties for tumour characterisation.

Authors:  Philippe Garteiser; Sabrina Doblas; Jean-Luc Daire; Mathilde Wagner; Helena Leitao; Valérie Vilgrain; Ralph Sinkus; Bernard E Van Beers
Journal:  Eur Radiol       Date:  2012-05-10       Impact factor: 5.315

9.  Measuring the characteristic topography of brain stiffness with magnetic resonance elastography.

Authors:  Matthew C Murphy; John Huston; Clifford R Jack; Kevin J Glaser; Matthew L Senjem; Jun Chen; Armando Manduca; Joel P Felmlee; Richard L Ehman
Journal:  PLoS One       Date:  2013-12-02       Impact factor: 3.240

10.  Reproducibility of magnetic resonance perfusion imaging.

Authors:  Xiaomeng Zhang; Mark D Pagel; Amanda F Baker; Robert J Gillies
Journal:  PLoS One       Date:  2014-02-25       Impact factor: 3.240

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  7 in total

1.  Breast tissue stiffness estimation for surgical guidance using gravity-induced excitation.

Authors:  Rebekah H Griesenauer; Jared A Weis; Lori R Arlinghaus; Ingrid M Meszoely; Michael I Miga
Journal:  Phys Med Biol       Date:  2017-05-18       Impact factor: 3.609

Review 2.  Translating preclinical MRI methods to clinical oncology.

Authors:  David A Hormuth; Anna G Sorace; John Virostko; Richard G Abramson; Zaver M Bhujwalla; Pedro Enriquez-Navas; Robert Gillies; John D Hazle; Ralph P Mason; C Chad Quarles; Jared A Weis; Jennifer G Whisenant; Junzhong Xu; Thomas E Yankeelov
Journal:  J Magn Reson Imaging       Date:  2019-03-29       Impact factor: 4.813

3.  Mechanotransduction in cancer.

Authors:  LiKang Chin; Yuntao Xia; Dennis E Discher; Paul A Janmey
Journal:  Curr Opin Chem Eng       Date:  2016-02-16       Impact factor: 5.163

4.  Toward quantitative quasistatic elastography with a gravity-induced deformation source for image-guided breast surgery.

Authors:  Rebekah H Griesenauer; Jared A Weis; Lori R Arlinghaus; Ingrid M Meszoely; Michael I Miga
Journal:  J Med Imaging (Bellingham)       Date:  2018-02-08

5.  Developing a biomechanical model-based elasticity imaging method for assessing hormone receptor positive breast cancer treatment-related myocardial stiffness changes.

Authors:  Caroline E Miller; Jennifer H Jordan; Alexandra Thomas; Jared A Weis
Journal:  J Med Imaging (Bellingham)       Date:  2021-09-30

Review 6.  MR Imaging Biomarkers in Oncology Clinical Trials.

Authors:  Richard G Abramson; Lori R Arlinghaus; Adrienne N Dula; C Chad Quarles; Ashley M Stokes; Jared A Weis; Jennifer G Whisenant; Eduard Y Chekmenev; Igor Zhukov; Jason M Williams; Thomas E Yankeelov
Journal:  Magn Reson Imaging Clin N Am       Date:  2016-02       Impact factor: 2.266

7.  Preclinical Three-Dimensional Vibrational Shear Wave Elastography for Mapping of Tumour Biomechanical Properties In Vivo.

Authors:  Vaideesh Parasaram; John Civale; Jeffrey C Bamber; Simon P Robinson; Yann Jamin; Emma Harris
Journal:  Cancers (Basel)       Date:  2022-10-03       Impact factor: 6.575

  7 in total

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