Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain

Current rodent connectome projects are revealing brain structural connectivity with unprecedented resolution and completeness. How subregional structural connectivity relates to subregional functional interactions is an emerging research topic. We describe a method for standardized, mesoscopic-level...

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Main Authors: Yu-Hao ePeng, Ryan eHeintz, Zhuo eWang, Yumei eGuo, Kalisa eMyers, Oscar U Scremin, Jean-Michel I Maarek, Daniel P Holschneider
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-12-01
Series:Frontiers in Physics
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fphy.2014.00072/full
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spelling doaj-83f96b050dfd4af48e08b7d9496f5ae92020-11-25T00:31:12ZengFrontiers Media S.A.Frontiers in Physics2296-424X2014-12-01210.3389/fphy.2014.00072122143Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brainYu-Hao ePeng0Ryan eHeintz1Zhuo eWang2Yumei eGuo3Kalisa eMyers4Oscar U Scremin5Oscar U Scremin6Jean-Michel I Maarek7Daniel P Holschneider8Daniel P Holschneider9University of Southern CaliforniaUniversity of Southern CaliforniaUniversity of Southern CaliforniaUniversity of Southern CaliforniaUniversity of Southern CaliforniaVeterans Affairs Greater Los Angeles Healthcare SystemUniversity of California at Los AngelesUniversity of Southern CaliforniaUniversity of Southern CaliforniaUniversity of Southern CaliforniaCurrent rodent connectome projects are revealing brain structural connectivity with unprecedented resolution and completeness. How subregional structural connectivity relates to subregional functional interactions is an emerging research topic. We describe a method for standardized, mesoscopic-level data sampling from autoradiographic coronal sections of the rat brain, and for correlation-based analysis and intuitive display of cortico-cortical functional connectivity (FC) on a flattened cortical map. A graphic user interface Cx-2D allows for the display of significant correlations of individual regions-of-interest, as well as graph theoretical metrics across the cortex. Cx-2D was tested on an autoradiographic data set of cerebral blood flow (CBF) of rats that had undergone bilateral striatal lesions, followed by 4 weeks of aerobic exercise training or no exercise. Effects of lesioning and exercise on cortico-cortical FC were examined during a locomotor challenge in this rat model of Parkinsonism. Subregional FC analysis revealed a rich functional reorganization of the brain in response to lesioning and exercise that was not apparent in a standard analysis focused on CBF of isolated brain regions. Lesioned rats showed diminished degree centrality of lateral primary motor cortex, as well as neighboring somatosensory cortex–-changes that were substantially reversed in lesioned rats following exercise training. Seed analysis revealed that exercise increased positive correlations in motor and somatosensory cortex, with little effect in non-sensorimotor regions such as visual, auditory, and piriform cortex. The current analysis revealed that exercise partially reinstated sensorimotor FC lost following dopaminergic deafferentation. Cx-2D allows for standardized data sampling from images of brain slices, as well as analysis and display of cortico-cortical FC in the rat cerebral cortex with potential applications in a variety of autoradiographic and histologic studies.http://journal.frontiersin.org/Journal/10.3389/fphy.2014.00072/fullBasal GangliaExerciseRatsfunctional connectivityParkinson’s diseaseFunctional brain mapping
collection DOAJ
language English
format Article
sources DOAJ
author Yu-Hao ePeng
Ryan eHeintz
Zhuo eWang
Yumei eGuo
Kalisa eMyers
Oscar U Scremin
Oscar U Scremin
Jean-Michel I Maarek
Daniel P Holschneider
Daniel P Holschneider
spellingShingle Yu-Hao ePeng
Ryan eHeintz
Zhuo eWang
Yumei eGuo
Kalisa eMyers
Oscar U Scremin
Oscar U Scremin
Jean-Michel I Maarek
Daniel P Holschneider
Daniel P Holschneider
Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
Frontiers in Physics
Basal Ganglia
Exercise
Rats
functional connectivity
Parkinson’s disease
Functional brain mapping
author_facet Yu-Hao ePeng
Ryan eHeintz
Zhuo eWang
Yumei eGuo
Kalisa eMyers
Oscar U Scremin
Oscar U Scremin
Jean-Michel I Maarek
Daniel P Holschneider
Daniel P Holschneider
author_sort Yu-Hao ePeng
title Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
title_short Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
title_full Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
title_fullStr Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
title_full_unstemmed Exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: Development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
title_sort exercise training reinstates cortico-cortical sensorimotor functional connectivity following striatal lesioning: development and application of a subregional-level analytic toolbox for perfusion autoradiographs of the rat brain
publisher Frontiers Media S.A.
series Frontiers in Physics
issn 2296-424X
publishDate 2014-12-01
description Current rodent connectome projects are revealing brain structural connectivity with unprecedented resolution and completeness. How subregional structural connectivity relates to subregional functional interactions is an emerging research topic. We describe a method for standardized, mesoscopic-level data sampling from autoradiographic coronal sections of the rat brain, and for correlation-based analysis and intuitive display of cortico-cortical functional connectivity (FC) on a flattened cortical map. A graphic user interface Cx-2D allows for the display of significant correlations of individual regions-of-interest, as well as graph theoretical metrics across the cortex. Cx-2D was tested on an autoradiographic data set of cerebral blood flow (CBF) of rats that had undergone bilateral striatal lesions, followed by 4 weeks of aerobic exercise training or no exercise. Effects of lesioning and exercise on cortico-cortical FC were examined during a locomotor challenge in this rat model of Parkinsonism. Subregional FC analysis revealed a rich functional reorganization of the brain in response to lesioning and exercise that was not apparent in a standard analysis focused on CBF of isolated brain regions. Lesioned rats showed diminished degree centrality of lateral primary motor cortex, as well as neighboring somatosensory cortex–-changes that were substantially reversed in lesioned rats following exercise training. Seed analysis revealed that exercise increased positive correlations in motor and somatosensory cortex, with little effect in non-sensorimotor regions such as visual, auditory, and piriform cortex. The current analysis revealed that exercise partially reinstated sensorimotor FC lost following dopaminergic deafferentation. Cx-2D allows for standardized data sampling from images of brain slices, as well as analysis and display of cortico-cortical FC in the rat cerebral cortex with potential applications in a variety of autoradiographic and histologic studies.
topic Basal Ganglia
Exercise
Rats
functional connectivity
Parkinson’s disease
Functional brain mapping
url http://journal.frontiersin.org/Journal/10.3389/fphy.2014.00072/full
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