Literature DB >> 27495144

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

Xiaoyu Jiang1,2, Hua Li1,3, Jingping Xie1,2, Eliot T McKinley4, Ping Zhao1,2, John C Gore1,2,3,5,6, Junzhong Xu1,2,3,5.   

Abstract

PURPOSE: A temporal diffusion MRI spectroscopy based approach has been developed to quantify cancer cell size and density in vivo.
METHODS: A novel imaging microstructural parameters using limited spectrally edited diffusion (IMPULSED) method selects a specific limited diffusion spectral window for an accurate quantification of cell sizes ranging from 10 to 20 μm in common solid tumors. In practice, it is achieved by a combination of a single long diffusion time pulsed gradient spin echo (PGSE) and three low-frequency oscillating gradient spin echo (OGSE) acquisitions. To validate our approach, hematoxylin and eosin staining and immunostaining of cell membranes, in concert with whole slide imaging, were used to visualize nuclei and cell boundaries, and hence, enabled accurate estimates of cell size and cellularity.
RESULTS: Based on a two compartment model (incorporating intra- and extracellular spaces), accurate estimates of cell sizes were obtained in vivo for three types of human colon cancers. The IMPULSED-derived apparent cellularities showed a stronger correlation (r = 0.81; P < 0.0001) with histology-derived cellularities than conventional ADCs (r = -0.69; P < 0.03).
CONCLUSION: The IMPULSED approach samples a specific region of temporal diffusion spectra with enhanced sensitivity to length scales of 10-20 μm, and enables measurements of cell sizes and cellularities in solid tumors in vivo. Magn Reson Med 78:156-164, 2017.
© 2016 International Society for Magnetic Resonance in Medicine. © 2016 International Society for Magnetic Resonance in Medicine.

Entities:  

Keywords:  IMPULSED; MRI; cell size; cellularity; density; diffusion; diffusion time; oscillating gradient; solid tumor

Mesh:

Year:  2016        PMID: 27495144      PMCID: PMC5293685          DOI: 10.1002/mrm.26356

Source DB:  PubMed          Journal:  Magn Reson Med        ISSN: 0740-3194            Impact factor:   4.668


  46 in total

1.  Cell size as a link between noncoding DNA and metabolic rate scaling.

Authors:  J Kozłowski; M Konarzewski; A T Gawelczyk
Journal:  Proc Natl Acad Sci U S A       Date:  2003-11-13       Impact factor: 11.205

2.  Usefulness of diffusion-weighted MRI with echo-planar technique in the evaluation of cellularity in gliomas.

Authors:  T Sugahara; Y Korogi; M Kochi; I Ikushima; Y Shigematu; T Hirai; T Okuda; L Liang; Y Ge; Y Komohara; Y Ushio; M Takahashi
Journal:  J Magn Reson Imaging       Date:  1999-01       Impact factor: 4.813

3.  A general framework for experiment design in diffusion MRI and its application in measuring direct tissue-microstructure features.

Authors:  Daniel C Alexander
Journal:  Magn Reson Med       Date:  2008-08       Impact factor: 4.668

4.  Effects of intracellular organelles on the apparent diffusion coefficient of water molecules in cultured human embryonic kidney cells.

Authors:  Daniel C Colvin; Jerome Jourquin; Junzhong Xu; Mark D Does; Lourdes Estrada; John C Gore
Journal:  Magn Reson Med       Date:  2010-11-03       Impact factor: 4.668

5.  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

6.  Quantitative characterization of tissue microstructure with temporal diffusion spectroscopy.

Authors:  Junzhong Xu; Mark D Does; John C Gore
Journal:  J Magn Reson       Date:  2009-07-03       Impact factor: 2.229

Review 7.  Technology insight: water diffusion MRI--a potential new biomarker of response to cancer therapy.

Authors:  Daniel M Patterson; Anwar R Padhani; David J Collins
Journal:  Nat Clin Pract Oncol       Date:  2008-02-26

Review 8.  Apoptosis and non-apoptotic deaths in cancer development and treatment response.

Authors:  Elza C de Bruin; Jan Paul Medema
Journal:  Cancer Treat Rev       Date:  2008-08-22       Impact factor: 12.111

9.  Contribution of serine, folate and glycine metabolism to the ATP, NADPH and purine requirements of cancer cells.

Authors:  P M Tedeschi; E K Markert; M Gounder; H Lin; D Dvorzhinski; S C Dolfi; L L-Y Chan; J Qiu; R S DiPaola; K M Hirshfield; L G Boros; J R Bertino; Z N Oltvai; A Vazquez
Journal:  Cell Death Dis       Date:  2013-10-24       Impact factor: 8.469

10.  Noninvasive quantification of solid tumor microstructure using VERDICT MRI.

Authors:  Eletheria Panagiotaki; Simon Walker-Samuel; Bernard Siow; S Peter Johnson; Vineeth Rajkumar; R Barbara Pedley; Mark F Lythgoe; Daniel C Alexander
Journal:  Cancer Res       Date:  2014-02-03       Impact factor: 12.701

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  22 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.  Diffusion-time dependence of diffusional kurtosis in the mouse brain.

Authors:  Manisha Aggarwal; Matthew D Smith; Peter A Calabresi
Journal:  Magn Reson Med       Date:  2020-02-05       Impact factor: 4.668

Review 3.  Quantifying brain microstructure with diffusion MRI: Theory and parameter estimation.

Authors:  Dmitry S Novikov; Els Fieremans; Sune N Jespersen; Valerij G Kiselev
Journal:  NMR Biomed       Date:  2018-10-15       Impact factor: 4.044

4.  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

5.  Mapping hepatocyte size in vivo using temporal diffusion spectroscopy MRI.

Authors:  Xiaoyu Jiang; Junzhong Xu; John C Gore
Journal:  Magn Reson Med       Date:  2020-04-25       Impact factor: 4.668

6.  Feasibility of oscillating and pulsed gradient diffusion MRI to assess neonatal hypoxia-ischemia on clinical systems.

Authors:  Fusheng Gao; Xiaoxia Shen; Hongxi Zhang; Ruicheng Ba; Xiaolu Ma; Can Lai; Jiangyang Zhang; Yi Zhang; Dan Wu
Journal:  J Cereb Blood Flow Metab       Date:  2020-08-18       Impact factor: 6.200

7.  Advances in Diffusion and Perfusion MRI for Quantitative Cancer Imaging.

Authors:  Mehran Baboli; Jin Zhang; Sungheon Gene Kim
Journal:  Curr Pathobiol Rep       Date:  2019-12-02

Review 8.  The present and the future of microstructure MRI: From a paradigm shift to normal science.

Authors:  Dmitry S Novikov
Journal:  J Neurosci Methods       Date:  2020-10-21       Impact factor: 2.390

Review 9.  MR cell size imaging with temporal diffusion spectroscopy.

Authors:  Xiaoyu Jiang; Hua Li; Sean P Devan; John C Gore; Junzhong Xu
Journal:  Magn Reson Imaging       Date:  2020-12-16       Impact factor: 2.546

10.  MRI-cytometry: Mapping nonparametric cell size distributions using diffusion MRI.

Authors:  Junzhong Xu; Xiaoyu Jiang; Sean P Devan; Lori R Arlinghaus; Eliot T McKinley; Jingping Xie; Zhongliang Zu; Qing Wang; A Bapsi Chakravarthy; Yong Wang; John C Gore
Journal:  Magn Reson Med       Date:  2020-09-16       Impact factor: 4.668

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