Literature DB >> 33415322

Fisher-Rao Regularized Transport Analysis of the Glymphatic System and Waste Drainage.

Rena Elkin1, Saad Nadeem1, Hedok Lee2, Helene Benveniste2, Allen Tannenbaum3.   

Abstract

In this work, a unified representation of all the time-varying dynamics is accomplished with a Lagrangian framework for analyzing Fisher-Rao regularized dynamical optimal mass transport (OMT) derived flows. While formally equivalent to the Eulerian based Schrödinger bridge OMT regularization scheme, the Fisher-Rao approach allows a simple and interpretable methodology for studying the flows of interest in the present work. The advantage of the proposed Lagrangian technique is that the time-varying particle trajectories and attributes are displayed in a single visualization. This provides a natural capability to identify and distinguish flows under different conditions. The Lagrangian analysis applied to the glymphatic system (brain waste removal pathway associated with Alzheimer's Disease) successfully captures known flows and distinguishes between flow patterns under two different anesthetics, providing deeper insights into altered states of waste drainage.

Entities:  

Keywords:  Fisher-Rao regularization; Glymphatic system; Optimal mass transport

Year:  2020        PMID: 33415322      PMCID: PMC7787169          DOI: 10.1007/978-3-030-59728-3_56

Source DB:  PubMed          Journal:  Med Image Comput Comput Assist Interv


  14 in total

1.  Brain-wide pathway for waste clearance captured by contrast-enhanced MRI.

Authors:  Jeffrey J Iliff; Hedok Lee; Mei Yu; Tian Feng; Jean Logan; Maiken Nedergaard; Helene Benveniste
Journal:  J Clin Invest       Date:  2013-02-22       Impact factor: 14.808

2.  Suppression of glymphatic fluid transport in a mouse model of Alzheimer's disease.

Authors:  Weiguo Peng; Thiyagarajan M Achariyar; Baoman Li; Yonghong Liao; Humberto Mestre; Emi Hitomi; Sean Regan; Tristan Kasper; Sisi Peng; Fengfei Ding; Helene Benveniste; Maiken Nedergaard; Rashid Deane
Journal:  Neurobiol Dis       Date:  2016-05-24       Impact factor: 5.996

3.  A paravascular pathway facilitates CSF flow through the brain parenchyma and the clearance of interstitial solutes, including amyloid β.

Authors:  Jeffrey J Iliff; Minghuan Wang; Yonghong Liao; Benjamin A Plogg; Weiguo Peng; Georg A Gundersen; Helene Benveniste; G Edward Vates; Rashid Deane; Steven A Goldman; Erlend A Nagelhus; Maiken Nedergaard
Journal:  Sci Transl Med       Date:  2012-08-15       Impact factor: 17.956

4.  Cerebrospinal and interstitial fluid transport via the glymphatic pathway modeled by optimal mass transport.

Authors:  Vadim Ratner; Yi Gao; Hedok Lee; Rena Elkin; Maiken Nedergaard; Helene Benveniste; Allen Tannenbaum
Journal:  Neuroimage       Date:  2017-03-18       Impact factor: 6.556

5.  Optimal mass transport kinetic modeling for head and neck DCE-MRI: Initial analysis.

Authors:  Rena Elkin; Saad Nadeem; Eve LoCastro; Ramesh Paudyal; Vaios Hatzoglou; Nancy Y Lee; Amita Shukla-Dave; Joseph O Deasy; Allen Tannenbaum
Journal:  Magn Reson Med       Date:  2019-07-04       Impact factor: 4.668

6.  Sleep drives metabolite clearance from the adult brain.

Authors:  Lulu Xie; Hongyi Kang; Qiwu Xu; Michael J Chen; Yonghong Liao; Meenakshisundaram Thiyagarajan; John O'Donnell; Daniel J Christensen; Charles Nicholson; Jeffrey J Iliff; Takahiro Takano; Rashid Deane; Maiken Nedergaard
Journal:  Science       Date:  2013-10-18       Impact factor: 47.728

7.  Optimal Mass Transport with Lagrangian Workflow Reveals Advective and Diffusion Driven Solute Transport in the Glymphatic System.

Authors:  Sunil Koundal; Rena Elkin; Saad Nadeem; Yuechuan Xue; Stefan Constantinou; Simon Sanggaard; Xiaodan Liu; Brittany Monte; Feng Xu; William Van Nostrand; Maiken Nedergaard; Hedok Lee; Joanna Wardlaw; Helene Benveniste; Allen Tannenbaum
Journal:  Sci Rep       Date:  2020-02-06       Impact factor: 4.379

8.  The Effect of Body Posture on Brain Glymphatic Transport.

Authors:  Hedok Lee; Lulu Xie; Mei Yu; Hongyi Kang; Tian Feng; Rashid Deane; Jean Logan; Maiken Nedergaard; Helene Benveniste
Journal:  J Neurosci       Date:  2015-08-05       Impact factor: 6.167

9.  QuickBundles, a Method for Tractography Simplification.

Authors:  Eleftherios Garyfallidis; Matthew Brett; Marta Morgado Correia; Guy B Williams; Ian Nimmo-Smith
Journal:  Front Neurosci       Date:  2012-12-11       Impact factor: 4.677

10.  β-Amyloid accumulation in the human brain after one night of sleep deprivation.

Authors:  Ehsan Shokri-Kojori; Gene-Jack Wang; Corinde E Wiers; Sukru B Demiral; Min Guo; Sung Won Kim; Elsa Lindgren; Veronica Ramirez; Amna Zehra; Clara Freeman; Gregg Miller; Peter Manza; Tansha Srivastava; Susan De Santi; Dardo Tomasi; Helene Benveniste; Nora D Volkow
Journal:  Proc Natl Acad Sci U S A       Date:  2018-04-09       Impact factor: 11.205

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  2 in total

Review 1.  Fluid transport in the brain.

Authors:  Martin Kaag Rasmussen; Humberto Mestre; Maiken Nedergaard
Journal:  Physiol Rev       Date:  2021-05-05       Impact factor: 37.312

Review 2.  Waste Clearance in the Brain.

Authors:  Jasleen Kaur; Lara M Fahmy; Esmaeil Davoodi-Bojd; Li Zhang; Guangliang Ding; Jiani Hu; Zhenggang Zhang; Michael Chopp; Quan Jiang
Journal:  Front Neuroanat       Date:  2021-07-07       Impact factor: 3.856

  2 in total

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