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

被引:1
作者
Chung, Ju-Hye [1 ]
Eun, Youngmi [1 ]
Ock, Sun Myeong [1 ]
Kim, Bo-Kyung [2 ]
Kim, Tae-Hong [3 ]
Kim, Donghyeon [4 ]
Park, Se Jin [1 ]
Im, Min-Kyun [5 ]
Kim, Se-Hong [2 ]
机构
[1] Catholic Univ Korea, Yeouido St Marys Hosp, Coll Med, Dept Family Med, Seoul, South Korea
[2] Catholic Univ Korea, St Vincents Hosp, Coll Med, Dept Family Med, Seoul, South Korea
[3] Catholic Univ Korea, St Vincents Hosp, Coll Med, Dept Palliat Med, Seoul, South Korea
[4] NEUROPHET Inc, Res Inst, Seoul, South Korea
[5] Catholic Univ Korea, Dept Fundamental Theol, Seoul, South Korea
基金
新加坡国家研究基金会;
关键词
Brain volume; MRI; Deep learning; Catholic nuns; FAMILIAL RISK; RELIGIOSITY; SPIRITUALITY; HEALTH; INTERLEUKIN-6; HIPPOCAMPAL; ASSOCIATION; INSIGHT;
D O I
10.30773/pi.2022.0165
中图分类号
R749 [精神病学];
学科分类号
100205 ;
摘要
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 parstriangularis 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.
引用
收藏
页码:754 / +
页数:14
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