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Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing

L-dopa, which is a precursor for dopamine, acts to amplify strong signals, and dampen weak signals as suggested by previous studies. The effect of L-dopa has been demonstrated in language studies, suggesting restriction of the semantic network. In this study, we aimed to examine the effect of L-dopa...

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Autores principales: Kim, Namhee, Goel, Prem K., Tivarus, Madalina E., Hillier, Ashleigh, Beversdorf, David Q.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2923146/
https://www.ncbi.nlm.nih.gov/pubmed/20808963
http://dx.doi.org/10.1371/journal.pone.0011933
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author Kim, Namhee
Goel, Prem K.
Tivarus, Madalina E.
Hillier, Ashleigh
Beversdorf, David Q.
author_facet Kim, Namhee
Goel, Prem K.
Tivarus, Madalina E.
Hillier, Ashleigh
Beversdorf, David Q.
author_sort Kim, Namhee
collection PubMed
description L-dopa, which is a precursor for dopamine, acts to amplify strong signals, and dampen weak signals as suggested by previous studies. The effect of L-dopa has been demonstrated in language studies, suggesting restriction of the semantic network. In this study, we aimed to examine the effect of L-dopa on language processing with fMRI using Independent Component Analysis (ICA). Two types of language tasks (phonological and semantic categorization tasks) were tested under two drug conditions (placebo and L-dopa) in 16 healthy subjects. Probabilistic ICA (PICA), part of FSL, was implemented to generate Independent Components (IC) for each subject for the four conditions and the ICs were classified into task-relevant source groups by a correlation threshold criterion. Our key findings include: (i) The highly task-relevant brain regions including the Left Inferior Frontal Gyrus (LIFG), Left Fusiform Gyrus (LFUS), Left Parietal lobe (LPAR) and Superior Temporal Gyrus (STG) were activated with both L-dopa and placebo for both tasks, and (ii) as compared to placebo, L-dopa was associated with increased activity in posterior regions, including the superior temporal area (BA 22), and decreased activity in the thalamus (pulvinar) and inferior frontal gyrus (BA 11/47) for both tasks. These results raise the possibility that L-dopa may exert an indirect effect on posterior regions mediated by the thalamus (pulvinar).
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spelling pubmed-29231462010-08-31 Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing Kim, Namhee Goel, Prem K. Tivarus, Madalina E. Hillier, Ashleigh Beversdorf, David Q. PLoS One Research Article L-dopa, which is a precursor for dopamine, acts to amplify strong signals, and dampen weak signals as suggested by previous studies. The effect of L-dopa has been demonstrated in language studies, suggesting restriction of the semantic network. In this study, we aimed to examine the effect of L-dopa on language processing with fMRI using Independent Component Analysis (ICA). Two types of language tasks (phonological and semantic categorization tasks) were tested under two drug conditions (placebo and L-dopa) in 16 healthy subjects. Probabilistic ICA (PICA), part of FSL, was implemented to generate Independent Components (IC) for each subject for the four conditions and the ICs were classified into task-relevant source groups by a correlation threshold criterion. Our key findings include: (i) The highly task-relevant brain regions including the Left Inferior Frontal Gyrus (LIFG), Left Fusiform Gyrus (LFUS), Left Parietal lobe (LPAR) and Superior Temporal Gyrus (STG) were activated with both L-dopa and placebo for both tasks, and (ii) as compared to placebo, L-dopa was associated with increased activity in posterior regions, including the superior temporal area (BA 22), and decreased activity in the thalamus (pulvinar) and inferior frontal gyrus (BA 11/47) for both tasks. These results raise the possibility that L-dopa may exert an indirect effect on posterior regions mediated by the thalamus (pulvinar). Public Library of Science 2010-08-17 /pmc/articles/PMC2923146/ /pubmed/20808963 http://dx.doi.org/10.1371/journal.pone.0011933 Text en Kim et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Kim, Namhee
Goel, Prem K.
Tivarus, Madalina E.
Hillier, Ashleigh
Beversdorf, David Q.
Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing
title Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing
title_full Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing
title_fullStr Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing
title_full_unstemmed Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing
title_short Independent Component Analysis of the Effect of L-dopa on fMRI of Language Processing
title_sort independent component analysis of the effect of l-dopa on fmri of language processing
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2923146/
https://www.ncbi.nlm.nih.gov/pubmed/20808963
http://dx.doi.org/10.1371/journal.pone.0011933
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