default mode network;
diffusion metrics;
fiber density metrics;
white matter;
SUPERIOR LONGITUDINAL FASCICULUS;
STRUCTURAL CONNECTIVITY;
MRI;
NEURODEGENERATION;
DYSFUNCTION;
DENSITY;
DTI;
D O I:
10.1089/brain.2020.0767
中图分类号:
Q189 [神经科学];
学科分类号:
071006 ;
摘要:
Background: Alzheimer's disease (AD) is associated with impairment of large-scale brain networks, disruption in structural connections, and functional disconnection between distant brain regions. Although decreased functional connectivity has been thoroughly investigated and reported by existing functional neuroimaging literature, this study investigated network-based differences due to the structural changes in white matter pathways in AD patients. We hypothesize that diffusion metrics of disrupted tracts that go through cognitive networks related with intrinsic awareness, motor movement, and executive control can be utilized as biomarkers to distinguish prodromal stage from AD stage. Methods: Diffusion MRI data of a total 154 subjects, including patients with clinical AD (n = 47) and patients with mild cognitive impairment (MCI) (n = 107) was used. To study structural changes associated with white matter fiber pathways voxel-averaged diffusion metrics and fiber density metrics were calculated. Results: Study revealed that AD patients exhibit disruptions in intrahemispheric tracts and projection fiber tracts as suggested by diffusion indices. Our whole brain analysis revealed that network differences within default mode network (DMN), sensory motor network, and frontoparietal networks are associated with disruption in inferior fronto-occipital fasciculus (IFOF), corticospinal tract, and superior longitudinal fasciculus. Global function revealed by Mini Mental State Examination correlate with those fiber pathways that form reciprocal connections within networks associated with motor movement and executive control. Conclusion: Diffusion metrics appear to be more sensitive than fiber density metrics in differentiating the structural changes in the white matter. Decreased fractional anisotropy along with increased mean diffusivity and radial diffusivity in forceps minor, corticospinal tract, and IFOF as an imaging biomarker would be ideal to distinguish AD patients from MCI patients. Difference of DMN, sensory motor network, and frontal parietal network in our study reveals that AD patients may suffer from poor motor movement and degraded executive control.
机构:
Ist Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Univ Osped San Raffaele, I-20132 Milan, Italy
IRCCS Ctr San Giovanni di Dio Fatebenefratelli, Brescia, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Pievani, Michela
Agosta, Federica
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机构:
Ist Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Univ Osped San Raffaele, I-20132 Milan, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Agosta, Federica
Pagani, Elisabetta
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机构:
Ist Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Univ Osped San Raffaele, I-20132 Milan, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Pagani, Elisabetta
Canu, Elisa
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IRCCS Ctr San Giovanni di Dio Fatebenefratelli, Brescia, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Canu, Elisa
Sala, Stefania
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Ist Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Univ Osped San Raffaele, I-20132 Milan, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Sala, Stefania
Absinta, Martina
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机构:
Ist Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Univ Osped San Raffaele, I-20132 Milan, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Absinta, Martina
Geroldi, Cristina
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IRCCS Ctr San Giovanni di Dio Fatebenefratelli, Brescia, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Geroldi, Cristina
Ganzola, Rossana
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IRCCS Ctr San Giovanni di Dio Fatebenefratelli, Brescia, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Ganzola, Rossana
Frisoni, Giovanni B.
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IRCCS Ctr San Giovanni di Dio Fatebenefratelli, Brescia, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Frisoni, Giovanni B.
Filippi, Massimo
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Ist Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
Univ Osped San Raffaele, I-20132 Milan, ItalyIst Sci San Raffaele, Div Neurosci, Inst Expt Neurol, Neuroimaging Res Unit, I-20132 Milan, Italy
机构:
Univ Toronto, Tanz Ctr Res Neurodegenerat Dis, Krembil Discovery Tower,60 Leonard Ave, Toronto, ON M5T 2S8, CanadaUniv Toronto, Tanz Ctr Res Neurodegenerat Dis, Krembil Discovery Tower,60 Leonard Ave, Toronto, ON M5T 2S8, Canada
Misquitta, Karen
Dadar, Mahsa
论文数: 0引用数: 0
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机构:
Montreal Neurol Inst, McConnell Brain Imaging Ctr, 3801 Rue Univ, Montreal, PQ H3A 2B4, CanadaUniv Toronto, Tanz Ctr Res Neurodegenerat Dis, Krembil Discovery Tower,60 Leonard Ave, Toronto, ON M5T 2S8, Canada
Dadar, Mahsa
Collins, D. Louis
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Montreal Neurol Inst, McConnell Brain Imaging Ctr, 3801 Rue Univ, Montreal, PQ H3A 2B4, CanadaUniv Toronto, Tanz Ctr Res Neurodegenerat Dis, Krembil Discovery Tower,60 Leonard Ave, Toronto, ON M5T 2S8, Canada
Collins, D. Louis
Tartaglia, Maria Carmela
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Univ Toronto, Tanz Ctr Res Neurodegenerat Dis, Krembil Discovery Tower,60 Leonard Ave, Toronto, ON M5T 2S8, Canada
Toronto Western Hosp, Krembil Neurosci Ctr, Div Neurol, 399 Bathurst St, Toronto, ON M5T 2S8, CanadaUniv Toronto, Tanz Ctr Res Neurodegenerat Dis, Krembil Discovery Tower,60 Leonard Ave, Toronto, ON M5T 2S8, Canada
机构:
Beijing Normal Univ, State Key Lab Cognit Neurosci & Learning, Beijing, Peoples R China
Beijing Normal Univ, IDG McGovern Inst Brain Res, Beijing, Peoples R ChinaUniv Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R China
Zhong, Suyu
Zhou, Xiaolong
论文数: 0引用数: 0
h-index: 0
机构:
Univ Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R ChinaUniv Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R China
Zhou, Xiaolong
Wei, Long
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机构:
Univ Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R China
Laiwu Vocat & Tech Coll, Laiwu, Shandong, Peoples R ChinaUniv Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R China
Wei, Long
Wang, Lijia
论文数: 0引用数: 0
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Univ Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R ChinaUniv Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R China
Wang, Lijia
Nie, Shengdong
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机构:
Univ Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R ChinaUniv Shanghai Sci & Technol, Inst Med Imaging Engn, Sch Med Instrument & Food Engn, Shanghai, Peoples R China
机构:
Beihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R ChinaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Zhao, Haichao
Cheng, Jian
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h-index: 0
机构:
Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing, Peoples R ChinaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Cheng, Jian
Liu, Tao
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机构:
Beihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Beihang Univ, Beijing Adv Innovat Ctr Big Data Based Precis Med, Beijing, Peoples R ChinaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Liu, Tao
Jiang, Jiyang
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Psychiat CHeBA, Ctr Hlth Brain Ageing, Sydney, NSW, AustraliaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Jiang, Jiyang
Koch, Forrest
论文数: 0引用数: 0
h-index: 0
机构:
Univ New South Wales, Sch Psychiat CHeBA, Ctr Hlth Brain Ageing, Sydney, NSW, AustraliaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Koch, Forrest
Sachdev, Perminder S.
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Univ New South Wales, Sch Psychiat CHeBA, Ctr Hlth Brain Ageing, Sydney, NSW, AustraliaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Sachdev, Perminder S.
Basser, Peter J.
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机构:
NICHD, Sect Quantitat Imaging & Tissue Sci, NIBIB, NIH, Bethesda, MD USABeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China
Basser, Peter J.
Wen, Wei
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Univ New South Wales, Sch Psychiat CHeBA, Ctr Hlth Brain Ageing, Sydney, NSW, AustraliaBeihang Univ, Beijing Adv Innovat Ctr Biomed Engn, Sch Biol Sci & Med Engn, Beijing, Peoples R China