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Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation

OBJECTIVE: Religious behaviors are considered as complex brain-based phenomena that may be associated with structural brain change. To identify the pattern of regional brain volume change in nuns, we investigated structural alterations in the brains of nuns using a fast processing automated segmenta...

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Autores principales: Chung, Ju-Hye, Eun, Youngmi, Ock, Sun Myeong, Kim, Bo-Kyung, Kim, Tae-Hong, Kim, Donghyeon, Park, Se Jin, Im, Min-Kyun, Kim, Se-Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Neuropsychiatric Association 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9536884/
https://www.ncbi.nlm.nih.gov/pubmed/36202111
http://dx.doi.org/10.30773/pi.2022.0165
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author Chung, Ju-Hye
Eun, Youngmi
Ock, Sun Myeong
Kim, Bo-Kyung
Kim, Tae-Hong
Kim, Donghyeon
Park, Se Jin
Im, Min-Kyun
Kim, Se-Hong
author_facet Chung, Ju-Hye
Eun, Youngmi
Ock, Sun Myeong
Kim, Bo-Kyung
Kim, Tae-Hong
Kim, Donghyeon
Park, Se Jin
Im, Min-Kyun
Kim, Se-Hong
author_sort Chung, Ju-Hye
collection PubMed
description OBJECTIVE: Religious behaviors are considered as complex brain-based phenomena that may be associated with structural brain change. To identify the pattern of regional brain volume change in nuns, we investigated structural alterations in the brains of nuns using a fast processing automated segmentation method based on deep learning algorithms. METHODS: We retrospectively reviewed the medical records of the catholic sisters between the ages of 31 and 80 who are members of the charity of St. Vincent de Paul of Korea. A total of 193 asymptomatic subjects (86 nuns and 107 control subjects) received comprehensive health screening and underwent brain MRI scans. We compared cortical and sub-cortical volume between groups across multiple locations using our in-house U-Net++ deep learning-based automatic segmentation tool. RESULTS: Compared to the control group, the nun group displayed increased gray matter volume in the right lingual cortex, left isthmus-cingulate, posterior-cingulate, rostral-middle-frontal, superior-frontal, supramarginal, temporal-pole cortices, and bilateral pars-triangularis cortices after correction for multiple comparisons. On the other hand, the nun group showed reduced gray matter volume in the temporal and parietal regions relative to healthy controls. CONCLUSION: Our study suggests that spiritual practice may affect brain structure, especially in several frontal regions involved in a higher level of insight function.
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spelling pubmed-95368842022-10-13 Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation Chung, Ju-Hye Eun, Youngmi Ock, Sun Myeong Kim, Bo-Kyung Kim, Tae-Hong Kim, Donghyeon Park, Se Jin Im, Min-Kyun Kim, Se-Hong Psychiatry Investig Original Article OBJECTIVE: Religious behaviors are considered as complex brain-based phenomena that may be associated with structural brain change. To identify the pattern of regional brain volume change in nuns, we investigated structural alterations in the brains of nuns using a fast processing automated segmentation method based on deep learning algorithms. METHODS: We retrospectively reviewed the medical records of the catholic sisters between the ages of 31 and 80 who are members of the charity of St. Vincent de Paul of Korea. A total of 193 asymptomatic subjects (86 nuns and 107 control subjects) received comprehensive health screening and underwent brain MRI scans. We compared cortical and sub-cortical volume between groups across multiple locations using our in-house U-Net++ deep learning-based automatic segmentation tool. RESULTS: Compared to the control group, the nun group displayed increased gray matter volume in the right lingual cortex, left isthmus-cingulate, posterior-cingulate, rostral-middle-frontal, superior-frontal, supramarginal, temporal-pole cortices, and bilateral pars-triangularis cortices after correction for multiple comparisons. On the other hand, the nun group showed reduced gray matter volume in the temporal and parietal regions relative to healthy controls. CONCLUSION: Our study suggests that spiritual practice may affect brain structure, especially in several frontal regions involved in a higher level of insight function. Korean Neuropsychiatric Association 2022-09 2022-09-22 /pmc/articles/PMC9536884/ /pubmed/36202111 http://dx.doi.org/10.30773/pi.2022.0165 Text en Copyright © 2022 Korean Neuropsychiatric Association https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Chung, Ju-Hye
Eun, Youngmi
Ock, Sun Myeong
Kim, Bo-Kyung
Kim, Tae-Hong
Kim, Donghyeon
Park, Se Jin
Im, Min-Kyun
Kim, Se-Hong
Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
title Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
title_full Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
title_fullStr Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
title_full_unstemmed Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
title_short Regional Brain Volume Changes in Catholic Nuns: A Cross-Sectional Study Using Deep Learning-Based Brain MRI Segmentation
title_sort regional brain volume changes in catholic nuns: a cross-sectional study using deep learning-based brain mri segmentation
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9536884/
https://www.ncbi.nlm.nih.gov/pubmed/36202111
http://dx.doi.org/10.30773/pi.2022.0165
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