Literature DB >> 27226303

New paradigm to assess brain cell morphology by diffusion-weighted MR spectroscopy in vivo.

Marco Palombo1, Clémence Ligneul2, Chloé Najac2, Juliette Le Douce2, Julien Flament3, Carole Escartin2, Philippe Hantraye4, Emmanuel Brouillet2, Gilles Bonvento2, Julien Valette1.   

Abstract

The brain is one of the most complex organs, and tools are lacking to assess its cellular morphology in vivo. Here we combine original diffusion-weighted magnetic resonance (MR) spectroscopy acquisition and novel modeling strategies to explore the possibility of quantifying brain cell morphology noninvasively. First, the diffusion of cell-specific metabolites is measured at ultra-long diffusion times in the rodent and primate brain in vivo to observe how cell long-range morphology constrains metabolite diffusion. Massive simulations of particles diffusing in synthetic cells parameterized by morphometric statistics are then iterated to fit experimental data. This method yields synthetic cells (tentatively neurons and astrocytes) that exhibit striking qualitative and quantitative similarities with histology (e.g., using Sholl analysis). With our approach, we measure major interspecies difference regarding astrocytes, whereas dendritic organization appears better conserved throughout species. This work suggests that the time dependence of metabolite diffusion coefficient allows distinguishing and quantitatively characterizing brain cell morphologies noninvasively.

Entities:  

Keywords:  cell morphology; diffusion-weighted NMR spectroscopy; metabolites; noninvasive histology; numerical simulations

Mesh:

Year:  2016        PMID: 27226303      PMCID: PMC4914152          DOI: 10.1073/pnas.1504327113

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  35 in total

Review 1.  The effects of microscopic tissue parameters on the diffusion weighted magnetic resonance imaging experiment.

Authors:  D G Norris
Journal:  NMR Biomed       Date:  2001-04       Impact factor: 4.044

2.  Anomalous diffusion in Purkinje cell dendrites caused by spines.

Authors:  Fidel Santamaria; Stefan Wils; Erik De Schutter; George J Augustine
Journal:  Neuron       Date:  2006-11-22       Impact factor: 17.173

3.  Convergence and parameter choice for Monte-Carlo simulations of diffusion MRI.

Authors:  Matt G Hall; Daniel C Alexander
Journal:  IEEE Trans Med Imaging       Date:  2009-03-04       Impact factor: 10.048

4.  Microstructural and physiological features of tissues elucidated by quantitative-diffusion-tensor MRI.

Authors:  P J Basser; C Pierpaoli
Journal:  J Magn Reson B       Date:  1996-06

5.  Brain metabolites as 1H NMR markers of neuronal and glial disorders.

Authors:  S S Gill; R K Small; D G Thomas; P Patel; R Porteous; N Van Bruggen; D G Gadian; R A Kauppinen; S R Williams
Journal:  NMR Biomed       Date:  1989-12       Impact factor: 4.044

6.  Astrocytic complexity distinguishes the human brain.

Authors:  Nancy Ann Oberheim; Xiaohai Wang; Steven Goldman; Maiken Nedergaard
Journal:  Trends Neurosci       Date:  2006-08-30       Impact factor: 13.837

7.  The geometric structure of the brain fiber pathways.

Authors:  Van J Wedeen; Douglas L Rosene; Ruopeng Wang; Guangping Dai; Farzad Mortazavi; Patric Hagmann; Jon H Kaas; Wen-Yih I Tseng
Journal:  Science       Date:  2012-03-30       Impact factor: 47.728

8.  Neuronal morphometry directly from bitmap images.

Authors:  Tiago A Ferreira; Arne V Blackman; Julia Oyrer; Sriram Jayabal; Andrew J Chung; Alanna J Watt; P Jesper Sjöström; Donald J van Meyel
Journal:  Nat Methods       Date:  2014-10       Impact factor: 28.547

9.  Diffusion microscopist simulator: a general Monte Carlo simulation system for diffusion magnetic resonance imaging.

Authors:  Chun-Hung Yeh; Benoît Schmitt; Denis Le Bihan; Jing-Rebecca Li-Schlittgen; Ching-Po Lin; Cyril Poupon
Journal:  PLoS One       Date:  2013-10-10       Impact factor: 3.240

10.  Context-aware modeling of neuronal morphologies.

Authors:  Benjamin Torben-Nielsen; Erik De Schutter
Journal:  Front Neuroanat       Date:  2014-09-05       Impact factor: 3.856

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  23 in total

1.  Changes in the intracellular microenvironment in the aging human brain.

Authors:  Dinesh K Deelchand; J Riley McCarten; Laura S Hemmy; Edward J Auerbach; Lynn E Eberly; Małgorzata Marjańska
Journal:  Neurobiol Aging       Date:  2020-07-25       Impact factor: 4.673

2.  Influence of the size and curvedness of neural projections on the orientationally averaged diffusion MR signal.

Authors:  Evren Özarslan; Cem Yolcu; Magnus Herberthson; Hans Knutsson; Carl-Fredrik Westin
Journal:  Front Phys       Date:  2018-03-02

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.  Glutamate diffusion in the rat brain in vivo under light and deep anesthesia conditions.

Authors:  Xi Chen; Siddartha M Tamang; Fei Du; Dost Ongur
Journal:  Magn Reson Med       Date:  2019-03-12       Impact factor: 4.668

5.  Towards microstructure fingerprinting: Estimation of tissue properties from a dictionary of Monte Carlo diffusion MRI simulations.

Authors:  Gaëtan Rensonnet; Benoît Scherrer; Gabriel Girard; Aleksandar Jankovski; Simon K Warfield; Benoît Macq; Jean-Philippe Thiran; Maxime Taquet
Journal:  Neuroimage       Date:  2018-09-30       Impact factor: 6.556

6.  Distinguishing neuronal from astrocytic subcellular microstructures using in vivo Double Diffusion Encoded 1H MRS at 21.1 T.

Authors:  Noam Shemesh; Jens T Rosenberg; Jean-Nicolas Dumez; Samuel C Grant; Lucio Frydman
Journal:  PLoS One       Date:  2017-10-02       Impact factor: 3.240

7.  In vivo diffusion-weighted MRS using semi-LASER in the human brain at 3 T: Methodological aspects and clinical feasibility.

Authors:  Guglielmo Genovese; Małgorzata Marjańska; Edward J Auerbach; Lydia Yahia Cherif; Itamar Ronen; Stéphane Lehéricy; Francesca Branzoli
Journal:  NMR Biomed       Date:  2020-01-13       Impact factor: 4.044

8.  Probing metabolite diffusion at ultra-short time scales in the mouse brain using optimized oscillating gradients and "short"-echo-time diffusion-weighted MRS.

Authors:  Clémence Ligneul; Julien Valette
Journal:  NMR Biomed       Date:  2016-11-28       Impact factor: 4.044

9.  Modeling diffusion of intracellular metabolites in the mouse brain up to very high diffusion-weighting: Diffusion in long fibers (almost) accounts for non-monoexponential attenuation.

Authors:  Marco Palombo; Clemence Ligneul; Julien Valette
Journal:  Magn Reson Med       Date:  2016-11-07       Impact factor: 4.668

Review 10.  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

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