results conclusion - krieger web services · courtney, s. m. (2011). object working memory...

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Aging effects on the structural and functional connectivity of cognitive control: An fMRI study in arithmetic Hinault, T. 1,2 , Larcher, K. 2 , Bherer, L. 3 , Dagher, A. 2 , & Courtney, S.M. 1,4,5 1 Department of Psychological and Brain Sciences, Johns Hopkins University, 2 Montreal Neurological Institute, McGill University, 3 Institut Universitaire de Gériatrie de Montréal, 4 Department of Neuroscience, Johns Hopkins University, 5 F.M. Kirby Research Center, Kennedy Krieger Institute [email protected] - Age-related decline of working memory and inhibition processes -We studied inhibition of irrelevant arithmetic knowledge (8 x 4 = 12) 1 and maintenance/ updating of rules in working memory -Age-related decline in working memory and inhibition are related to individual differences in functional and structural connectivity. -Fronto-posterior connectivity is associated with efficient interference resolution References 1 Grabner, R. H., Ansari, D., Koschutnig, K., Reishofer, G., & Ebner, F. (2013). The function of the left angular gyrus in mental arithmetic: Evidence from the associative confusion effect. Human Brain Mapping, 34(5), 1013–1024. 2 Walsh, M., Montojo, C. A., Sheu, Y.-S., Marchette, S. A., Harrison, D. M., Newsome, S. D., … Courtney, S. M. (2011). Object Working Memory Performance Depends on Microstructure of the Frontal-Occipital Fasciculus. Brain Connectivity, 1(4), 317–329. Methods To understand: 1) Age-related differences on structural and functional connectivity underlying cognitive control 2) Individual differences in cognitive control processes, functional connectivity, and white matter tract specific microstructure 2 -Larger interference effects in older adults and low-control individuals -Larger frontal activations in older adults -Alteration of the integrity of fronto-posterior white matter tract and functional connectivity in low-control older adults Conclusion Results Goals Background - Fronto-parietal functional connectivity significant only in high-control individuals. - Reduced integrity of fronto-posterior white matter tracts in older adults Results - Correlation between DTI deviation, behavioral interference and DCM couplings - Larger activations in older adults during WM updating vs. maintenance IFG: Inferior frontal gyrus OFC: Orbito-frontal cortex ACC: Anterior cingulate cortex AG: Angular gyrus OL: Occipital lobe SFS: Superior frontal sulcus - Subgroup effects - DCM models: FR problems Verification: FR>FU (Hold condition) FR>FU (Flip condition) No significant result in young adults WM cues: Hold > Flip Flip > Hold - Age-related differences during interference processing (FR>FU contrast) for both WM cues * * No significant coupling * * * Verification of arithmetic problems -Data Collection 34 young and 34 older adults -fMRI: 54 slices, multi-band factor : 6, RT: 621ms, ET: 30 ms, 3.0 mm slice thickness -Diffusion sequence: 64 noncollinear directions, b=1000 s/mm² -Data Analysis: Low/High control groups defined based on a composite z-score (Stroop interference and digit backward span) -Dynamic Causal Modeling: One fully connected model; Bayesian parameter averaging + GPPI TRUE False Related False Unrelated Rule Activation Maintenance/ Updating Verification Response 500 ms Jitter (1000-1400 ms) 2000 ms Jitter (1000-1400 ms) 1500 ms 500 ms Response 500 ms Jitter 2000 ms Jitter 1500 ms 500 ms Response 500 ms Jitter 2000 ms Jitter 1500 ms 500 ms * + Hold * 6 9 15 * X Flip * 6 9 54 * X Flip * 6 9 14

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Page 1: Results Conclusion - Krieger Web Services · Courtney, S. M. (2011). Object Working Memory Performance Depends on Microstructure of the Frontal-Occipital Fasciculus. Brain Connectivity,

Aging effects on the structural and functional connectivity of cognitive control: An fMRI study in arithmetic Hinault, T.1,2, Larcher, K.2, Bherer, L.3, Dagher, A.2, & Courtney, S.M.1,4,5

1Department of Psychological and Brain Sciences, Johns Hopkins University, 2Montreal Neurological Institute, McGill University, 3Institut Universitaire de Gériatrie de Montréal, 4Department of Neuroscience, Johns Hopkins University,5F.M. Kirby Research Center, Kennedy Krieger Institute [email protected]

-

Age-related decline of working memory and

inhibition processes

-We studied inhibition of irrelevant

arithmetic knowledge (8 x 4 = 12)1 and

maintenance/ updating of rules in working

memory

-Age-related decline in working memory

and inhibition are related to individual

differences in functional and structural

connectivity.

-Fronto-posterior connectivity is associated

with efficient interference resolution

References1Grabner, R. H., Ansari, D., Koschutnig, K., Reishofer, G., & Ebner, F. (2013). The function of the left

angular gyrus in mental arithmetic: Evidence from the associative confusion effect. Human BrainMapping, 34(5), 1013–1024.

2Walsh, M., Montojo, C. A., Sheu, Y.-S., Marchette, S. A., Harrison, D. M., Newsome, S. D., …Courtney, S. M. (2011). Object Working Memory Performance Depends on Microstructure of theFrontal-Occipital Fasciculus. Brain Connectivity, 1(4), 317–329.

Methods

To understand: 1) Age-related differences

on structural and functional connectivity

underlying cognitive control

2) Individual differences in cognitive control

processes, functional connectivity, and

white matter tract specific microstructure2

-Larger interference effects in older adults

and low-control individuals

-Larger frontal activations in older adults

-Alteration of the integrity of fronto-posterior

white matter tract and functional

connectivity in low-control older adults

ConclusionResultsGoalsBackground

- Fronto-parietal functional connectivity significant

only in high-control individuals.

- Reduced integrity of fronto-posterior white

matter tracts in older adults

Results

- Correlation between DTI deviation,

behavioral interference and DCM couplings

- Larger activations in older adults during WM

updating vs. maintenance

IFG: Inferior frontal gyrus OFC: Orbito-frontal cortex

ACC: Anterior cingulate cortex AG: Angular gyrus

OL: Occipital lobe SFS: Superior frontal sulcus

- Subgroup effects - DCM models: FR problems

Verification: FR>FU (Hold condition) FR>FU (Flip condition)

No significant result

in young adults

WM cues: Hold > Flip Flip > Hold

- Age-related differences during interference

processing (FR>FU contrast) for both WM cues

**

No significant

coupling

*

* *

Verification of arithmetic problems

-Data Collection 34 young and 34 older adults

-fMRI: 54 slices, multi-band factor : 6, RT: 621ms,

ET: 30 ms, 3.0 mm slice thickness

-Diffusion sequence: 64 noncollinear directions,

b=1000 s/mm²

-Data Analysis: Low/High control groups defined

based on a composite z-score (Stroop interference

and digit backward span)

-Dynamic Causal Modeling: One fully connected

model; Bayesian parameter averaging + GPPI

TRUE

False

Related

False

Unrelated

Rule

Activation

Maintenance/

Updating Verification

Response 500 msJitter

(1000-1400 ms)2000 msJitter

(1000-1400 ms)1500 ms500 ms

Response 500 msJitter2000 msJitter1500 ms500 ms

Response 500 msJitter2000 msJitter1500 ms500 ms

* + Hold *6 9

15

* X Flip *6 9

54

* X Flip *6 9

14