Introduction The earliest changes in the brain due to Alzheimer's disease are associated with the neural networks related to memory function. We investigated changes in functional and structural connectivity among regions that support memory function in prodromal Alzheimer's disease, i.e., during the mild cognitive impairment (MCI) stage. Methods Twenty-three older healthy controls and 25 adults with MCI underwent multimodal MRI scanning. Limbic white matter tracts the fornix, parahippocampal cingulum, retrosplenial cingulum, subgenual cingulum and uncinate fasciculus were reconstructed in ExploreDTl using constrained spherical deconvolution-based tractography. Using a network-of-interest approach, resting-state functional connectivity time-series correlations among sub-parcellations of the default mode and limbic networks, the hippocampus and the thalamus were calculated in Conn. Analysis Controlling for age, education, and gender between group linear regressions of five diffusion-weighted measures and of resting state connectivity measures were performed per hemisphere. FDR-corrections were performed within each class of measures. Correlations of within-network Fisher Z-transformed correlation coefficients and the mean diffusivity per tract were performed. Whole-brain graph theory measures of cluster coefficient and average path length were inspecting using the resting state data. Results & conclusion MCI-related changes in white matter structure were found in the fornix, left parahippocampal cingulum, left retrosplenial cingulum and left subgenual cingulum. Functional connectivity decreases were observed in the MCI group within the DMN-a sub-network, between the hippocampus and sub-areas-a and -c of the DMN, between DMN-c and DMN-a, and, in the right hemisphere only between DMN-c and both the thalamus and limbic-a. No relationships between white matter tract 'integrity' (mean diffusivity) and within sub-network functional connectivity were found. Graph theory revealed that changes in the MCI group was mostly restricted to diminished between-neighbour connections of the hippocampi and of nodes within DMN-a and DMN-b.
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Reisberg Barry, 2002, Am J Alzheimers Dis Other Demen, V17, P202, DOI 10.1177/153331750201700411
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Reitz, Christiane
;
Honig, Lawrence H.
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Neurol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Honig, Lawrence H.
;
Schupf, Nicole
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Epidemiol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Schupf, Nicole
;
Tang, Ming X.
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Biostat, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Tang, Ming X.
;
Manly, Jennifer J.
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Neurol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Manly, Jennifer J.
;
Mayeux, Richard
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Neurol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Psychiat, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Epidemiol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Mayeux, Richard
;
Devanand, Devangere
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Columbia Univ, Dept Psychiat, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
New York State Psychiat Inst & Hosp, Div Geriatr Psychiat, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Devanand, Devangere
;
Luchsinger, Jose A.
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Columbia Univ, Dept Med, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Epidemiol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
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Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Pathol, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Schneider, Julie A.
;
Arvanitakis, Zoe
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Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Arvanitakis, Zoe
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Leurgans, Sue E.
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Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Leurgans, Sue E.
;
Bennett, David A.
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Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
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Stanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Ctr Biomed Informat Res, Stanford, CA 94305 USAStanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
Supekar, Kaustubh
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Menon, Vinod
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Rubin, Daniel
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Musen, Mark
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Stanford Univ, Sch Med, Ctr Biomed Informat Res, Stanford, CA 94305 USAStanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
Musen, Mark
;
Greicius, Michael D.
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Stanford Univ, Sch Med, Dept Neurol & Neurol Sci, Stanford, CA 94305 USAStanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Reitz, Christiane
;
Honig, Lawrence H.
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h-index: 0
机构:
Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Neurol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Honig, Lawrence H.
;
Schupf, Nicole
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Epidemiol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Schupf, Nicole
;
Tang, Ming X.
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h-index: 0
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Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Biostat, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Tang, Ming X.
;
Manly, Jennifer J.
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h-index: 0
机构:
Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Neurol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Manly, Jennifer J.
;
Mayeux, Richard
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h-index: 0
机构:
Columbia Univ, Gertrude H Sergievsky Ctr, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Neurol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Psychiat, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Epidemiol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Mayeux, Richard
;
Devanand, Devangere
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h-index: 0
机构:
Columbia Univ, Dept Psychiat, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
New York State Psychiat Inst & Hosp, Div Geriatr Psychiat, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
Devanand, Devangere
;
Luchsinger, Jose A.
论文数: 0引用数: 0
h-index: 0
机构:
Columbia Univ, Dept Med, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USA
Columbia Univ, Dept Epidemiol, Med Ctr, Joseph P Mailman Sch Publ Hlth, New York, NY 10032 USAUniv Amsterdam, Acad Med Ctr, Dept Neurol, NL-1105 AZ Amsterdam, Netherlands
机构:
Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Pathol, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Schneider, Julie A.
;
Arvanitakis, Zoe
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h-index: 0
机构:
Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Arvanitakis, Zoe
;
Leurgans, Sue E.
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h-index: 0
机构:
Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Leurgans, Sue E.
;
Bennett, David A.
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h-index: 0
机构:
Rush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
Rush Univ, Med Ctr, Dept Neurol Sci, Chicago, IL 60612 USARush Univ, Med Ctr, Rush Alzheimers Dis Ctr, Chicago, IL 60612 USA
机构:
Stanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
Stanford Univ, Sch Med, Ctr Biomed Informat Res, Stanford, CA 94305 USAStanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
Supekar, Kaustubh
;
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Menon, Vinod
;
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h-index:
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Rubin, Daniel
;
Musen, Mark
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Ctr Biomed Informat Res, Stanford, CA 94305 USAStanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA
Musen, Mark
;
Greicius, Michael D.
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Sch Med, Dept Neurol & Neurol Sci, Stanford, CA 94305 USAStanford Univ, Sch Med, Grad Program Biomed Informat, Stanford, CA 94305 USA