Objective Methods Recent availability of amyloid and tau positron emission tomography (PET) has provided us with a unique opportunity to measure the association of systemic vascular health with brain health after accounting for the impact of Alzheimer disease (AD) pathologies. We wanted to quantify early cerebrovascular health-related magnetic resonance imaging brain measures (structure, perfusion, microstructural integrity) and evaluate their utility as a biomarker for cerebrovascular health. We used 2 independent samples (discovery, n = 390; validation, n = 1,035) of individuals, aged >= 60 years, along the cognitive continuum with imaging from the population-based sample of Mayo Clinic Study of Aging. We ascertained vascular health by summing up recently existing cardiovascular and metabolic conditions (CMC) from health care records (hypertension, hyperlipidemia, cardiac arrhythmias, coronary artery disease, congestive heart failure, diabetes mellitus, and stroke). Using multiple regression models, we quantified associations between CMC and brain health after accounting for age, sex, education/occupation, and AD burden (from amyloid and tau PET). Results Interpretation Systemic vascular health was associated with medial temporal lobe thinning, widespread cerebral hypoperfusion, and loss of microstructural integrity in several white matter tracts including the corpus callosum and fornix. Further investigations suggested that microstructural integrity of the genu of the corpus callosum was suitable for assessing prodromal cerebrovascular health, had similar distributions in the discovery and independent validation datasets, and predicted cognitive performance above and beyond amyloid deposition. Systemic vascular health has significant impact on brain structure and function. Quantifying prodromal cerebrovascular health-related brain measures that are independent of AD pathology-related changes has great utility for cognitive aging. Ann Neurol 2018;84:713-724
机构:
Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Alsop, David C.
Detre, John A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Neurol, Philadelphia, PA 19104 USA
Univ Penn, Dept Radiol, Philadelphia, PA 19104 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Detre, John A.
Golay, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
UCL Inst Neurol, Dept Brain Repair & Rehabil, London, EnglandBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Golay, Xavier
Guenther, Matthias
论文数: 0引用数: 0
h-index: 0
机构:
Fraunhofer MEVIS, Bremen, Germany
Univ Bremen, D-28359 Bremen, Germany
Mediri GmbH, Heidelberg, GermanyBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Guenther, Matthias
Hendrikse, Jeroen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Dept Radiol, Utrecht, NetherlandsBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Hendrikse, Jeroen
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机构:
Hernandez-Garcia, Luis
Lu, Hanzhang
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Adv Imaging Res Ctr, Dallas, TX USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Lu, Hanzhang
MacIntosh, Bradley J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
Sunnybrook Res Inst, Dept Phys Sci, Toronto, ON, CanadaBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
MacIntosh, Bradley J.
Parkes, Laura M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Ctr Imaging Sci, Inst Populat Hlth, Fac Med & Human Sci, Manchester, Lancs, EnglandBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Parkes, Laura M.
Smits, Marion
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Rotterdam, Erasmus MC, Dept Radiol, Rotterdam, NetherlandsBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Smits, Marion
van Osch, Matthias J. P.
论文数: 0引用数: 0
h-index: 0
机构:
Leiden Univ, Med Ctr, Dept Radiol, CJ Gorter Ctr High Field MRI, Leiden, NetherlandsBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
van Osch, Matthias J. P.
Wang, Danny J. J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Neurol, Los Angeles, CA 90024 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Wang, Danny J. J.
Wong, Eric C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Wong, Eric C.
Zaharchuk, Greg
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Radiol, Stanford, CA 94305 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Bettcher, Brianne Magouirk
Walsh, Christine M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Walsh, Christine M.
Watson, Christa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Stanford Univ, Dept Psychiat, Neuropsychol & Neuroimaging Lab, Palo Alto, CA 94304 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Watson, Christa
Miller, Joshua W.
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Nutr Sci, New Brunswick, NJ 08903 USA
Univ Calif Davis, Med Ctr, Dept Pathol & Lab Med, Sacramento, CA 95817 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Miller, Joshua W.
Green, Ralph
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Dept Pathol & Lab Med, Sacramento, CA 95817 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Green, Ralph
Patel, Nihar
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h-index: 0
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Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Patel, Nihar
Miller, Bruce L.
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Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Miller, Bruce L.
Neuhaus, John
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Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Neuhaus, John
Yaffe, Kristine
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h-index: 0
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Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Yaffe, Kristine
Kramer, Joel H.
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Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Bhushan, Chitresh
Haldar, Justin P.
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h-index: 0
机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Haldar, Justin P.
Choi, Soyoung
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h-index: 0
机构:
Univ So Calif, Dana & David Dornsife Cognit Neurosci Imaging Ins, Los Angeles, CA USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Choi, Soyoung
Joshi, Anand A.
论文数: 0引用数: 0
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机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Joshi, Anand A.
Shattuck, David W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Neurol, Los Angeles, CA 90024 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Shattuck, David W.
Leahy, Richard M.
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Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Dai, Weiying
Garcia, Dairon
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Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Garcia, Dairon
de Bazelaire, Cedric
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机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
de Bazelaire, Cedric
Alsop, David C.
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h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
机构:
Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Harvard Univ, Sch Med, Boston, MA USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Alsop, David C.
Detre, John A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Penn, Dept Neurol, Philadelphia, PA 19104 USA
Univ Penn, Dept Radiol, Philadelphia, PA 19104 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Detre, John A.
Golay, Xavier
论文数: 0引用数: 0
h-index: 0
机构:
UCL Inst Neurol, Dept Brain Repair & Rehabil, London, EnglandBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Golay, Xavier
Guenther, Matthias
论文数: 0引用数: 0
h-index: 0
机构:
Fraunhofer MEVIS, Bremen, Germany
Univ Bremen, D-28359 Bremen, Germany
Mediri GmbH, Heidelberg, GermanyBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Guenther, Matthias
Hendrikse, Jeroen
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Utrecht, Dept Radiol, Utrecht, NetherlandsBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Hendrikse, Jeroen
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机构:
Hernandez-Garcia, Luis
Lu, Hanzhang
论文数: 0引用数: 0
h-index: 0
机构:
UT Southwestern Med Ctr, Adv Imaging Res Ctr, Dallas, TX USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Lu, Hanzhang
MacIntosh, Bradley J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Toronto, Dept Med Biophys, Toronto, ON, Canada
Sunnybrook Res Inst, Dept Phys Sci, Toronto, ON, CanadaBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
MacIntosh, Bradley J.
Parkes, Laura M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Manchester, Ctr Imaging Sci, Inst Populat Hlth, Fac Med & Human Sci, Manchester, Lancs, EnglandBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Parkes, Laura M.
Smits, Marion
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Rotterdam, Erasmus MC, Dept Radiol, Rotterdam, NetherlandsBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Smits, Marion
van Osch, Matthias J. P.
论文数: 0引用数: 0
h-index: 0
机构:
Leiden Univ, Med Ctr, Dept Radiol, CJ Gorter Ctr High Field MRI, Leiden, NetherlandsBeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
van Osch, Matthias J. P.
Wang, Danny J. J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Neurol, Los Angeles, CA 90024 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Wang, Danny J. J.
Wong, Eric C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Diego, Dept Radiol, La Jolla, CA 92093 USA
Univ Calif San Diego, Dept Psychiat, La Jolla, CA 92093 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Wong, Eric C.
Zaharchuk, Greg
论文数: 0引用数: 0
h-index: 0
机构:
Stanford Univ, Dept Radiol, Stanford, CA 94305 USABeth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Bettcher, Brianne Magouirk
Walsh, Christine M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Walsh, Christine M.
Watson, Christa
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Stanford Univ, Dept Psychiat, Neuropsychol & Neuroimaging Lab, Palo Alto, CA 94304 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Watson, Christa
Miller, Joshua W.
论文数: 0引用数: 0
h-index: 0
机构:
Rutgers State Univ, Dept Nutr Sci, New Brunswick, NJ 08903 USA
Univ Calif Davis, Med Ctr, Dept Pathol & Lab Med, Sacramento, CA 95817 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Miller, Joshua W.
Green, Ralph
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Davis, Med Ctr, Dept Pathol & Lab Med, Sacramento, CA 95817 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Green, Ralph
Patel, Nihar
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Patel, Nihar
Miller, Bruce L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Miller, Bruce L.
Neuhaus, John
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Neuhaus, John
Yaffe, Kristine
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Univ Calif San Francisco, Dept Psychiat, San Francisco, CA 94143 USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
Yaffe, Kristine
Kramer, Joel H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USAUniv Calif San Francisco, Dept Neurol, Memory & Aging Ctr, San Francisco, CA USA
机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Bhushan, Chitresh
Haldar, Justin P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Haldar, Justin P.
Choi, Soyoung
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Dana & David Dornsife Cognit Neurosci Imaging Ins, Los Angeles, CA USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Choi, Soyoung
Joshi, Anand A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Joshi, Anand A.
Shattuck, David W.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Neurol, Los Angeles, CA 90024 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
Shattuck, David W.
Leahy, Richard M.
论文数: 0引用数: 0
h-index: 0
机构:
Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USAUniv So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Dai, Weiying
Garcia, Dairon
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
Garcia, Dairon
de Bazelaire, Cedric
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA
de Bazelaire, Cedric
Alsop, David C.
论文数: 0引用数: 0
h-index: 0
机构:
Harvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USAHarvard Univ, Sch Med, Beth Israel Deaconess Med Ctr, Dept Radiol, Boston, MA 02215 USA