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...
Main Authors: | , , , , , , , |
---|---|
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 |
id |
doaj-83f96b050dfd4af48e08b7d9496f5ae9 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT yuhaoepeng exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT ryaneheintz exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT zhuoewang exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT yumeieguo exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT kalisaemyers exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT oscaruscremin exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT oscaruscremin exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT jeanmichelimaarek exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT danielpholschneider exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain AT danielpholschneider exercisetrainingreinstatescorticocorticalsensorimotorfunctionalconnectivityfollowingstriatallesioningdevelopmentandapplicationofasubregionallevelanalytictoolboxforperfusionautoradiographsoftheratbrain |
_version_ |
1725323111107133440 |