Background: Previous studies have indicated that the cognitive deficits in patients with Alzheimer’s disease (AD) may be due to topological deteriorations of the brain network. However, whether the selection of a specific frequency band could impact the topological properties is still not clear. Our hypothesis is that the topological properties of AD patients are also frequency-specific.Methods: Resting state functional magnetic resonance imaging data from 10 right-handed moderate AD patients (mean age: 64.3 years; mean mini mental state examination [MMSE]: 18.0) and 10 age and gender-matched healthy controls (mean age: 63.6 years; mean MMSE: 28.2) were enrolled in this study. The global efficiency, the clustering coefficient (CC), the characteristic path length (CpL), and "small-world" property were calculated in a wide range of thresholds and averaged within each group, at three different frequency bands (0.01–0.06 Hz, 0.06–0.11 Hz, and 0.11–0.25 Hz).Results: At lower-frequency bands (0.01–0.06 Hz, 0.06–0.11 Hz), the global efficiency, the CC and the "small-world" properties of AD patients decreased compared to controls. While at higher-frequency bands (0.11–0.25 Hz), the CpL was much longer, and the "small-world" property was disrupted in AD, particularly at a higher threshold. The topological properties changed with different frequency bands, suggesting the existence of disrupted global and local functional organization associated with AD.Conclusions: This study demonstrates that the topological alterations of large-scale functional brain networks in AD patients are frequency dependent, thus providing fundamental support for optimal frequency selection in future related research.
机构:
Univ Wisconsin, Dept Psychiat, Madison, WI 53706 USAUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Sasai, Shuntaro
Koike, Takahiko
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, Japan
SOKENDAI Grad Univ Adv Studies, Sch Life Sci, Dept Physiol Sci, Hayama, Kanagawa, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Koike, Takahiko
Sugawara, Sho K.
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, Japan
Tokyo Metropolitan Inst Med Sci, Neural Prosthesis Project, Tokyo, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Sugawara, Sho K.
Hamano, Yuki H.
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, Japan
SOKENDAI Grad Univ Adv Studies, Sch Life Sci, Dept Physiol Sci, Hayama, Kanagawa, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Hamano, Yuki H.
Sumiya, Motofumi
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, Japan
Nagoya Univ, Grad Sch Informat, Dept Cognit & Psychol Sci, Nagoya, Aichi, Japan
Japan Soc Promot Sci, Tokyo, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Sumiya, Motofumi
Okazaki, Shuntaro
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Okazaki, Shuntaro
Takahashi, Haruka K.
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Takahashi, Haruka K.
Taga, Gentaro
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Univ Tokyo, Grad Sch Educ, Tokyo, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
Taga, Gentaro
Sadato, Norihiro
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Natl Inst Physiol Sci NIPS, Dept Syst Neurosci, Div Cerebral Integrat, Okazaki, Aichi, Japan
SOKENDAI Grad Univ Adv Studies, Sch Life Sci, Dept Physiol Sci, Hayama, Kanagawa, JapanUniv Wisconsin, Dept Psychiat, Madison, WI 53706 USA
机构:
Chinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
Zhang, Yanyang
Mao, Zhiqi
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Chinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
Mao, Zhiqi
Pan, Longsheng
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Chinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
Pan, Longsheng
Ling, Zhipei
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Chinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
Ling, Zhipei
Liu, Xinyun
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Chinese Peoples Liberat Army Gen Hosp, Dept Radiol, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
Liu, Xinyun
Zhang, Jun
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Chinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
Zhang, Jun
Yu, Xinguang
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Chinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R ChinaChinese Peoples Liberat Army Gen Hosp, Dept Neurosurg, Beijing 100853, Peoples R China
机构:
Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA 02114 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Sperling, Reisa A.
Dickerson, Bradford C.
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Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA 02114 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Dickerson, Bradford C.
Pihlajamaki, Maija
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Pihlajamaki, Maija
Vannini, Patrizia
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA 02114 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Vannini, Patrizia
LaViolette, Peter S.
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA 02114 USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
LaViolette, Peter S.
Vitolo, Ottavio V.
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Vitolo, Ottavio V.
Hedden, Trey
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Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02114 USA
Massachusetts Gen Hosp, Athinoula A Martinos Ctr Biomed Imaging, Boston, MA 02114 USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Hedden, Trey
Becker, J. Alex
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Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02114 USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Becker, J. Alex
Rentz, Dorene M.
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Rentz, Dorene M.
Selkoe, Dennis J.
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Selkoe, Dennis J.
Johnson, Keith A.
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Brigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA
Massachusetts Gen Hosp, Dept Radiol, Boston, MA 02114 USA
Harvard Univ, Massachusetts Gen Hosp, Sch Med, Boston, MA USABrigham & Womens Hosp, Ctr Alzheimers Res & Treatment, Dept Neurol, Boston, MA 02115 USA