PMID- 30894627 OWN - NLM STAT- MEDLINE DCOM- 20201104 LR - 20210109 IS - 2045-2322 (Electronic) IS - 2045-2322 (Linking) VI - 9 IP - 1 DP - 2019 Mar 18 TI - White matter microstructural abnormalities and default network degeneration are associated with early memory deficit in Alzheimer's disease continuum. PG - 4749 LID - 10.1038/s41598-019-41363-2 [doi] LID - 4749 AB - Instead of assuming a constant relationship between brain abnormalities and memory impairment, we aimed to examine the stage-dependent contributions of multimodal brain structural and functional deterioration to memory impairment in the Alzheimer's disease (AD) continuum. We assessed grey matter volume, white matter (WM) microstructural measures (free-water (FW) and FW-corrected fractional anisotropy), and functional connectivity of the default mode network (DMN) in 54 amnestic mild cognitive impairment (aMCI) and 46 AD. We employed a novel sparse varying coefficient model to investigate how the associations between abnormal brain measures and memory impairment varied throughout disease continuum. We found lower functional connectivity in the DMN was related to worse memory across AD continuum. Higher widespread white matter FW and lower fractional anisotropy in the fornix showed a stronger association with memory impairment in the early aMCI stage; such WM-memory associations then decreased with increased dementia severity. Notably, the effect of the DMN atrophy occurred in early aMCI stage, while the effect of the medial temporal atrophy occurred in the AD stage. Our study provided evidence to support the hypothetical progression models underlying memory dysfunction in AD cascade and underscored the importance of FW increases and DMN degeneration in early stage of memory deficit. FAU - Ji, Fang AU - Ji F AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Pasternak, Ofer AU - Pasternak O AD - Departments of Psychiatry and Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, USA. FAU - Ng, Kwun Kei AU - Ng KK AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Chong, Joanna Su Xian AU - Chong JSX AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Liu, Siwei AU - Liu S AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Zhang, Liwen AU - Zhang L AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Shim, Hee Youn AU - Shim HY AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Loke, Yng Miin AU - Loke YM AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. FAU - Tan, Boon Yeow AU - Tan BY AD - St Luke's Hospital, Singapore, Singapore. FAU - Venketasubramanian, Narayanaswamy AU - Venketasubramanian N AD - Raffles Neuroscience Centre, Raffles Hospital, Singapore, Singapore. FAU - Chen, Christopher Li-Hsian AU - Chen CL AD - Department of Pharmacology, National University Health System, Clinical Research Centre, Singapore, Singapore. AD - Memory, Aging & Cognition Centre, National University Health System, National University of Singapore, Singapore, Singapore. FAU - Zhou, Juan Helen AU - Zhou JH AUID- ORCID: 0000-0002-0180-8648 AD - Center for Cognitive Neuroscience, Neuroscience and Behavioural Disorders Program, Duke-National University of Singapore Medical School, Singapore, Singapore. helen.zhou@duke-nus.edu.sg. AD - Clinical Imaging Research Centre, the Agency for Science, Technology and Research, Singapore, Singapore. helen.zhou@duke-nus.edu.sg. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20190318 PL - England TA - Sci Rep JT - Scientific reports JID - 101563288 SB - IM MH - Aged MH - Alzheimer Disease/*physiopathology MH - Cognitive Dysfunction/physiopathology MH - Disease Progression MH - Gray Matter/pathology MH - Humans MH - Memory Disorders/*physiopathology MH - Nerve Net/physiopathology MH - White Matter/*abnormalities/physiopathology/ultrastructure PMC - PMC6426923 COIS- The authors declare no competing interests. EDAT- 2019/03/22 06:00 MHDA- 2020/11/05 06:00 PMCR- 2019/03/18 CRDT- 2019/03/22 06:00 PHST- 2018/11/19 00:00 [received] PHST- 2019/03/07 00:00 [accepted] PHST- 2019/03/22 06:00 [entrez] PHST- 2019/03/22 06:00 [pubmed] PHST- 2020/11/05 06:00 [medline] PHST- 2019/03/18 00:00 [pmc-release] AID - 10.1038/s41598-019-41363-2 [pii] AID - 41363 [pii] AID - 10.1038/s41598-019-41363-2 [doi] PST - epublish SO - Sci Rep. 2019 Mar 18;9(1):4749. doi: 10.1038/s41598-019-41363-2.