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Depression core network-based individualized targeting for transcranial magnetic stimulation

BACKGROUND: Transcranial magnetic stimulation (TMS) of the dorsolateral prefrontal cortex (DLPFC) is an established treatment for major depressive disorder (MDD). Recent attempts to improve TMS efficacy by individually targeting DLPFC subregions that are functionally connected to the subgenual anter...

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Autores principales: Raij, Tuukka T., Komulainen, Emma, Aydogan, Dogu Baran, Pamilo, Siina, Isometsä, Erkki, Raij, Tommi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404717/
https://www.ncbi.nlm.nih.gov/pubmed/36931462
http://dx.doi.org/10.1016/j.brs.2023.03.005
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author Raij, Tuukka T.
Komulainen, Emma
Aydogan, Dogu Baran
Pamilo, Siina
Isometsä, Erkki
Raij, Tommi
author_facet Raij, Tuukka T.
Komulainen, Emma
Aydogan, Dogu Baran
Pamilo, Siina
Isometsä, Erkki
Raij, Tommi
author_sort Raij, Tuukka T.
collection PubMed
description BACKGROUND: Transcranial magnetic stimulation (TMS) of the dorsolateral prefrontal cortex (DLPFC) is an established treatment for major depressive disorder (MDD). Recent attempts to improve TMS efficacy by individually targeting DLPFC subregions that are functionally connected to the subgenual anterior cingulate cortex (sgACC) appear promising. However, sgACC covers only a small subset of core MDD-related areas. Further, fMRI connectivity of sgACC is poorly repeatable within subjects. METHODS: Based on an fMRI database analysis, we first constructed a novel core network model (CNM), capturing voxelwise emotion regulation- and MDD-related DLPFC connectivity. Then, in a sample of 15 healthy subjects and 29 MDD patients, we assessed (i) within-subject repeatability of the DLPFC connectivity patterns computed from time segments of varying lengths of individual-level fMRI data and (ii) association of MDD severity with the individual DLPFC connectivity strengths. We extracted group-level connectivity strengths in CNM from individual DLPFC coordinates stimulated with neuronavigated TMS in a separate sample of 25 MDD patients. These connectivity strengths were then correlated with individual TMS efficacy. RESULTS: Compared with sgACC connectivity, CNM increased intraindividual repeatability 5-fold. DLPFC connectivity strength from CNM was associated with MDD severity and TMS efficacy. While the locations of CNM-based individual TMS targets remained constant within individuals, they varied considerably between individuals. CONCLUSIONS: CNM increased repeatability of functional targeting to a clinically feasible level. The observed association of MDD severity and TMS efficacy with DLPFC connectivity supports the validity of the CNM. The interindividual differences in target locations motivate future individualized clinical trials leveraging the CNM.
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spelling pubmed-104047172023-08-07 Depression core network-based individualized targeting for transcranial magnetic stimulation Raij, Tuukka T. Komulainen, Emma Aydogan, Dogu Baran Pamilo, Siina Isometsä, Erkki Raij, Tommi Brain Stimul Article BACKGROUND: Transcranial magnetic stimulation (TMS) of the dorsolateral prefrontal cortex (DLPFC) is an established treatment for major depressive disorder (MDD). Recent attempts to improve TMS efficacy by individually targeting DLPFC subregions that are functionally connected to the subgenual anterior cingulate cortex (sgACC) appear promising. However, sgACC covers only a small subset of core MDD-related areas. Further, fMRI connectivity of sgACC is poorly repeatable within subjects. METHODS: Based on an fMRI database analysis, we first constructed a novel core network model (CNM), capturing voxelwise emotion regulation- and MDD-related DLPFC connectivity. Then, in a sample of 15 healthy subjects and 29 MDD patients, we assessed (i) within-subject repeatability of the DLPFC connectivity patterns computed from time segments of varying lengths of individual-level fMRI data and (ii) association of MDD severity with the individual DLPFC connectivity strengths. We extracted group-level connectivity strengths in CNM from individual DLPFC coordinates stimulated with neuronavigated TMS in a separate sample of 25 MDD patients. These connectivity strengths were then correlated with individual TMS efficacy. RESULTS: Compared with sgACC connectivity, CNM increased intraindividual repeatability 5-fold. DLPFC connectivity strength from CNM was associated with MDD severity and TMS efficacy. While the locations of CNM-based individual TMS targets remained constant within individuals, they varied considerably between individuals. CONCLUSIONS: CNM increased repeatability of functional targeting to a clinically feasible level. The observed association of MDD severity and TMS efficacy with DLPFC connectivity supports the validity of the CNM. The interindividual differences in target locations motivate future individualized clinical trials leveraging the CNM. 2023 2023-03-15 /pmc/articles/PMC10404717/ /pubmed/36931462 http://dx.doi.org/10.1016/j.brs.2023.03.005 Text en https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ).
spellingShingle Article
Raij, Tuukka T.
Komulainen, Emma
Aydogan, Dogu Baran
Pamilo, Siina
Isometsä, Erkki
Raij, Tommi
Depression core network-based individualized targeting for transcranial magnetic stimulation
title Depression core network-based individualized targeting for transcranial magnetic stimulation
title_full Depression core network-based individualized targeting for transcranial magnetic stimulation
title_fullStr Depression core network-based individualized targeting for transcranial magnetic stimulation
title_full_unstemmed Depression core network-based individualized targeting for transcranial magnetic stimulation
title_short Depression core network-based individualized targeting for transcranial magnetic stimulation
title_sort depression core network-based individualized targeting for transcranial magnetic stimulation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10404717/
https://www.ncbi.nlm.nih.gov/pubmed/36931462
http://dx.doi.org/10.1016/j.brs.2023.03.005
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