Literature DB >> 30568939

Characterization of prostate microstructure using water diffusion and NMR relaxation.

Gregory Lemberskiy1, Els Fieremans2, Jelle Veraart3, Fang-Ming Deng4, Andrew B Rosenkrantz5, Dmitry S Novikov6.   

Abstract

For many pathologies, early structural tissue changes occur at the cellular level, on the scale of micrometers or tens of micrometers. Magnetic resonance imaging (MRI) is a powerful non-invasive imaging tool used for medical diagnosis, but its clinical hardware is incapable of reaching the cellular length scale directly. In spite of this limitation, microscopic tissue changes in pathology can potentially be captured indirectly, from macroscopic imaging characteristics, by studying water diffusion. Here we focus on water diffusion and NMR relaxation in the human prostate, a highly heterogeneous organ at the cellular level. We present a physical picture of water diffusion and NMR relaxation in the prostate tissue, that is comprised of a densely-packed cellular compartment (composed of stroma and epithelium), and a luminal compartment with almost unrestricted water diffusion. Transverse NMR relaxation is used to identify fast and slow T 2 components, corresponding to these tissue compartments, and to disentangle the luminal and cellular compartment contributions to the temporal evolution of the overall water diffusion coefficient. Diffusion in the luminal compartment falls into the short-time surface-to-volume (S/V) limit, indicating that only a small fraction of water molecules has time to encounter the luminal walls of healthy tissue; from the S/V ratio, the average lumen diameter averaged over three young healthy subjects is measured to be 217.7±188.7 μm. Conversely, the diffusion in the cellular compartment is highly restricted and anisotropic, consistent with the fibrous character of the stromal tissue. Diffusion transverse to these fibers is well described by the random permeable barrier model (RPBM), as confirmed by the dynamical exponent ϑ = 1/2 for approaching the long-time limit of diffusion, and the corresponding structural exponent p = -1 in histology. The RPBM-derived fiber diameter and membrane permeability were 19.8±8.1 μm and 0.044±0.045 μm/ms, respectively, in agreement with known values from tissue histology and membrane biophysics. Lastly, we revisited 38 prostate cancer cases from a recently published study, and found the same dynamical exponent ϑ = 1/2 of diffusion in tumors and benign regions. Our results suggest that a multi-parametric MRI acquisition combined with biophysical modeling may be a powerful non-invasive complement to prostate cancer grading, potentially foregoing biopsies.

Entities:  

Year:  2018        PMID: 30568939      PMCID: PMC6296484          DOI: 10.3389/fphy.2018.00091

Source DB:  PubMed          Journal:  Front Phys        ISSN: 2296-424X


  14 in total

1.  Fast multicomponent 3D-T relaxometry.

Authors:  Marcelo V W Zibetti; Elias S Helou; Azadeh Sharafi; Ravinder R Regatte
Journal:  NMR Biomed       Date:  2020-05-02       Impact factor: 4.044

2.  Diffusion-weighted Imaging of Prostate Cancer: Revisiting Occam's Razor.

Authors:  Eric E Sigmund; Andrew B Rosenkrantz
Journal:  Radiology       Date:  2019-04-02       Impact factor: 11.105

Review 3.  Mapping the human connectome using diffusion MRI at 300 mT/m gradient strength: Methodological advances and scientific impact.

Authors:  Qiuyun Fan; Cornelius Eichner; Maryam Afzali; Lars Mueller; Chantal M W Tax; Mathias Davids; Mirsad Mahmutovic; Boris Keil; Berkin Bilgic; Kawin Setsompop; Hong-Hsi Lee; Qiyuan Tian; Chiara Maffei; Gabriel Ramos-Llordén; Aapo Nummenmaa; Thomas Witzel; Anastasia Yendiki; Yi-Qiao Song; Chu-Chung Huang; Ching-Po Lin; Nikolaus Weiskopf; Alfred Anwander; Derek K Jones; Bruce R Rosen; Lawrence L Wald; Susie Y Huang
Journal:  Neuroimage       Date:  2022-02-23       Impact factor: 7.400

4.  In vivo magnetic resonance imaging and spectroscopy. Technological advances and opportunities for applications continue to abound.

Authors:  Peter van Zijl; Linda Knutsson
Journal:  J Magn Reson       Date:  2019-07-09       Impact factor: 2.229

5.  Feasibility of diffusion weighting with a local inside-out nonlinear gradient coil for prostate MRI.

Authors:  Enamul Hoque Bhuiyan; Andrew Dewdney; Jeffrey Weinreb; Gigi Galiana
Journal:  Med Phys       Date:  2021-09-24       Impact factor: 4.506

6.  Validating pore size estimates in a complex microfiber environment on a human MRI system.

Authors:  Chu-Chung Huang; Chih-Chin Heather Hsu; Feng-Lei Zhou; Slawomir Kusmia; Mark Drakesmith; Geoff J M Parker; Ching-Po Lin; Derek K Jones
Journal:  Magn Reson Med       Date:  2021-05-07       Impact factor: 3.737

7.  Mapping prostatic microscopic anisotropy using linear and spherical b-tensor encoding: A preliminary study.

Authors:  Markus Nilsson; Greta Eklund; Filip Szczepankiewicz; Mikael Skorpil; Karin Bryskhe; Carl-Fredrik Westin; Claes Lindh; Lennart Blomqvist; Fredrik Jäderling
Journal:  Magn Reson Med       Date:  2021-05-31       Impact factor: 3.737

8.  Multi-parametric quantitative in vivo spinal cord MRI with unified signal readout and image denoising.

Authors:  Francesco Grussu; Marco Battiston; Jelle Veraart; Torben Schneider; Julien Cohen-Adad; Timothy M Shepherd; Daniel C Alexander; Els Fieremans; Dmitry S Novikov; Claudia A M Gandini Wheeler-Kingshott
Journal:  Neuroimage       Date:  2020-04-29       Impact factor: 6.556

9.  Diagnostic accuracy of high b-value diffusion weighted imaging for patients with prostate cancer: a diagnostic comprehensive analysis.

Authors:  Chao Li; Na Li; Zhanzhan Li; Liangfang Shen
Journal:  Aging (Albany NY)       Date:  2021-06-22       Impact factor: 5.682

10.  Microstructure Modeling of High b-Value Diffusion-Weighted Images in Glioblastoma.

Authors:  Yuan Li; Michelle Kim; Theodore S Lawrence; Hemant Parmar; Yue Cao
Journal:  Tomography       Date:  2020-03
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