Literature DB >> 24491802

Noninvasive quantification of solid tumor microstructure using VERDICT MRI.

Eletheria Panagiotaki1, Simon Walker-Samuel, Bernard Siow, S Peter Johnson, Vineeth Rajkumar, R Barbara Pedley, Mark F Lythgoe, Daniel C Alexander.   

Abstract

There is a need for biomarkers that are useful for noninvasive imaging of tumor pathophysiology and drug efficacy. Through its use of endogenous water, diffusion-weighted MRI (DW-MRI) can be used to probe local tissue architecture and structure. However, most DW-MRI studies of cancer tissues have relied on simplistic mathematical models, such as apparent diffusion coefficient (ADC) or intravoxel incoherent motion (IVIM) models, which produce equivocal results on the relation of the model parameter estimate with the underlying tissue microstructure. Here, we present a novel technique called VERDICT (Vascular, Extracellular and Restricted Diffusion for Cytometry in Tumors) to quantify and map histologic features of tumors in vivo. VERDICT couples DW-MRI to a mathematical model of tumor tissue to access features such as cell size, vascular volume fraction, intra- and extracellular volume fractions, and pseudo-diffusivity associated with blood flow. To illustrate VERDICT, we used two tumor xenograft models of colorectal cancer with different cellular and vascular phenotypes. Our experiments visualized known differences in the tissue microstructure of each model and the significant decrease in cell volume resulting from administration of the cytotoxic drug gemcitabine, reflecting the apoptotic volume decrease. In contrast, the standard ADC and IVIM models failed to detect either of these differences. Our results illustrate the superior features of VERDICT for cancer imaging, establishing it as a noninvasive method to monitor and stratify treatment responses. ©2014 AACR.

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Year:  2014        PMID: 24491802     DOI: 10.1158/0008-5472.CAN-13-2511

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  73 in total

1.  Magnetic resonance imaging of mean cell size in human breast tumors.

Authors:  Junzhong Xu; Xiaoyu Jiang; Hua Li; Lori R Arlinghaus; Eliot T McKinley; Sean P Devan; Benjamin M Hardy; Jingping Xie; Hakmook Kang; A Bapsi Chakravarthy; John C Gore
Journal:  Magn Reson Med       Date:  2019-11-25       Impact factor: 4.668

2.  Quantification of cell size using temporal diffusion spectroscopy.

Authors:  Xiaoyu Jiang; Hua Li; Jingping Xie; Ping Zhao; John C Gore; Junzhong Xu
Journal:  Magn Reson Med       Date:  2015-04-04       Impact factor: 4.668

Review 3.  Advanced MRI Techniques in the Monitoring of Treatment of Gliomas.

Authors:  Harpreet Hyare; Steffi Thust; Jeremy Rees
Journal:  Curr Treat Options Neurol       Date:  2017-03       Impact factor: 3.598

Review 4.  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

5.  Biophysical Modeling of In Vivo Glioma Response After Whole-Brain Radiation Therapy in a Murine Model of Brain Cancer.

Authors:  David A Hormuth; Jared A Weis; Stephanie L Barnes; Michael I Miga; Vito Quaranta; Thomas E Yankeelov
Journal:  Int J Radiat Oncol Biol Phys       Date:  2017-12-13       Impact factor: 7.038

Review 6.  New prostate MRI techniques and sequences.

Authors:  Aritrick Chatterjee; Carla Harmath; Aytekin Oto
Journal:  Abdom Radiol (NY)       Date:  2020-12

7.  Evaluation and comparison of diffusion MR methods for measuring apparent transcytolemmal water exchange rate constant.

Authors:  Xin Tian; Hua Li; Xiaoyu Jiang; Jingping Xie; John C Gore; Junzhong Xu
Journal:  J Magn Reson       Date:  2016-12-01       Impact factor: 2.229

8.  Pulsed and oscillating gradient MRI for assessment of cell size and extracellular space (POMACE) in mouse gliomas.

Authors:  Olivier Reynaud; Kerryanne Veronica Winters; Dung Minh Hoang; Youssef Zaim Wadghiri; Dmitry S Novikov; Sungheon Gene Kim
Journal:  NMR Biomed       Date:  2016-07-22       Impact factor: 4.044

9.  In vivo imaging of cancer cell size and cellularity using temporal diffusion spectroscopy.

Authors:  Xiaoyu Jiang; Hua Li; Jingping Xie; Eliot T McKinley; Ping Zhao; John C Gore; Junzhong Xu
Journal:  Magn Reson Med       Date:  2016-08-06       Impact factor: 4.668

10.  Impact of transcytolemmal water exchange on estimates of tissue microstructural properties derived from diffusion MRI.

Authors:  Hua Li; Xiaoyu Jiang; Jingping Xie; John C Gore; Junzhong Xu
Journal:  Magn Reson Med       Date:  2016-06-25       Impact factor: 4.668

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