TY - JOUR
T1 - Distinct Patterns of Rich Club Organization in Alzheimer's Disease and Subcortical Vascular Dementia
T2 - A White Matter Network Study
AU - Lee, Wha Jin
AU - Han, Cheol E.
AU - Aganj, Iman
AU - Seo, Sang Won
AU - Seong, Joon Kyung
N1 - Funding Information:
This research was supported by the Bio & Medical Technology Development Program of the National Research Foundation of Korea (NRF) funded by the Korean government, MSIP (2015M3A9A7029725), by Brain Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (2017M3C7A1048092), by the Ministry of Education of the Republic of Korea The supplementary material is available in the electronic version of this article: http://dx.doi. org/10.3233/JAD-180027.
Funding Information:
This research was supported by the Bio & Medical Technology Development Program of the National Research Foundation of Korea (NRF) funded by the Korean government, MSIP (2015M3A9A7029725), by Brain Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Science and ICT (2017M3C7A1048092), by the Ministry of Education of the Republic ofKorea and the National Research Foundation of Korea (NRF-2015S1A5B6036594), by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education of the Government of the Republic of Korea (2016R1D1A1B03934990) and by ICT R&D program of MSIP/IITP (R7124-16-0004).
Publisher Copyright:
© 2018 - IOS Press and the authors. All rights reserved.
PY - 2018
Y1 - 2018
N2 - Recent advances in neuroimaging technology have shown that rich club organization in human brain networks plays a crucial role in global communication and cognitive functionality. In this study, we investigated rich club organization within white matter structural brain networks in two common types of dementia, Alzheimer's disease (AD) and subcortical vascular dementia (SVaD). We recruited 30 AD patients ([11C] Pittsburgh compound-B (PiB) PET positive), 39 SVaD patients (PiB negative), and 72 age-, gender-, and education-matched cognitively normal (CN) subjects. Rich club organization was significantly disrupted in both dementia patient groups, which exhibited higher rich club coefficients than the CN group. Rich club organization in the patient groups was primarily disrupted over the left frontal and left middle temporal areas when compared to the CN group. The number of rich club nodes was significantly reduced in the dementia groups, which was more severe in SVaD (p<=<0.0107, permutation-based t-test). Although rich club organization was disrupted both in the patient groups, its disruption pattern is different between them. The rich-club connections normalized by degree-and-strength preserved random networks were significantly increased in the dementia groups with SVaD more severely, and feeder connections were reduced more significantly than in AD. Furthermore, SVaD patients exhibited more sporadic disruption in white matter connectivity than AD patients, with local connections showing a more significant degree of deterioration. Combined with the distinct disruption in rich club nodes, these findings may imply a differing role for rich club organization in AD and SVaD, due to different pathological mechanisms.
AB - Recent advances in neuroimaging technology have shown that rich club organization in human brain networks plays a crucial role in global communication and cognitive functionality. In this study, we investigated rich club organization within white matter structural brain networks in two common types of dementia, Alzheimer's disease (AD) and subcortical vascular dementia (SVaD). We recruited 30 AD patients ([11C] Pittsburgh compound-B (PiB) PET positive), 39 SVaD patients (PiB negative), and 72 age-, gender-, and education-matched cognitively normal (CN) subjects. Rich club organization was significantly disrupted in both dementia patient groups, which exhibited higher rich club coefficients than the CN group. Rich club organization in the patient groups was primarily disrupted over the left frontal and left middle temporal areas when compared to the CN group. The number of rich club nodes was significantly reduced in the dementia groups, which was more severe in SVaD (p<=<0.0107, permutation-based t-test). Although rich club organization was disrupted both in the patient groups, its disruption pattern is different between them. The rich-club connections normalized by degree-and-strength preserved random networks were significantly increased in the dementia groups with SVaD more severely, and feeder connections were reduced more significantly than in AD. Furthermore, SVaD patients exhibited more sporadic disruption in white matter connectivity than AD patients, with local connections showing a more significant degree of deterioration. Combined with the distinct disruption in rich club nodes, these findings may imply a differing role for rich club organization in AD and SVaD, due to different pathological mechanisms.
KW - Alzheimer's disease
KW - diffusion tensor imaging
KW - diffusion tractography
KW - subcortical vascular dementia
UR - http://www.scopus.com/inward/record.url?scp=85047367730&partnerID=8YFLogxK
U2 - 10.3233/JAD-180027
DO - 10.3233/JAD-180027
M3 - Article
C2 - 29710719
AN - SCOPUS:85047367730
SN - 1387-2877
VL - 63
SP - 977
EP - 987
JO - Journal of Alzheimer's Disease
JF - Journal of Alzheimer's Disease
IS - 3
ER -