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The objectives of this study were to investigate the topographic patterns of white matter hyperintensities associated with Alzheimer\u2019s disease biomarkers measured using PET. From the population-based Mayo Clinic Study of Aging, 434 participants without dementia (55% male) with FLAIR and gradient recall echo MRI, tau-PET (AV-1451) and amyloid-PET scans were identified. A subset had cerebral microbleeds detected on T2* gradient recall echo scans. White matter hyperintensities were semi-automatically segmented using FLAIR MRI in participant space and normalized to a custom template. We used statistical parametric mapping 12-based, voxel-wise, multiple-regression analyses to detect white matter hyperintense regions associated with Alzheimer\u2019s biomarkers (global amyloid from amyloid-PET and meta-regions of interest tau uptake from tau-PET) after adjusting for age, sex and hypertension. For amyloid associations, we additionally adjusted for tau and vice versa. Topographic patterns of amyloid-associated white matter hyperintensities included periventricular white matter hyperintensities (frontal and parietal lobes). White matter hyperintense volumes in the detected topographic pattern correlated strongly with lobar cerebral microbleeds (P &lt; 0.001, age and sex adjusted Cohen\u2019s d = 0.703). In contrast, there were no white matter hyperintense regions significantly associated with increased tau burden using voxel-based analysis or region-specific analysis. Among non-demented elderly, amyloid load correlated with a topographic pattern of white matter hyperintensities. Further, the amyloid-associated, white matter hyperintense regions strongly correlated with lobar cerebral microbleeds suggesting that cerebral amyloid angiopathy contributes to the relationship between amyloid and white matter hyperintensities. The study did not support an association between increased tau burden and white matter hyperintense burden.<\/jats:p>","DOI":"10.1093\/brain\/awz162","type":"journal-article","created":{"date-parts":[[2019,5,23]],"date-time":"2019-05-23T15:31:46Z","timestamp":1558625506000},"page":"2483-2491","source":"Crossref","is-referenced-by-count":225,"title":["White matter hyperintensities: relationship to amyloid and tau burden"],"prefix":"10.1093","volume":"142","author":[{"given":"Jonathan","family":"Graff-Radford","sequence":"first","affiliation":[{"name":"Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Eider M","family":"Arenaza-Urquijo","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"David S","family":"Knopman","sequence":"additional","affiliation":[{"name":"Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christopher G","family":"Schwarz","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"suffix":"Jr","given":"Robert D","family":"Brown","sequence":"additional","affiliation":[{"name":"Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Alejandro A","family":"Rabinstein","sequence":"additional","affiliation":[{"name":"Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jeffrey L","family":"Gunter","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthew L","family":"Senjem","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Scott A","family":"Przybelski","sequence":"additional","affiliation":[{"name":"Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Timothy","family":"Lesnick","sequence":"additional","affiliation":[{"name":"Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chadwick","family":"Ward","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Michelle M","family":"Mielke","sequence":"additional","affiliation":[{"name":"Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA"},{"name":"Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Val J","family":"Lowe","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ronald C","family":"Petersen","sequence":"additional","affiliation":[{"name":"Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Walter K","family":"Kremers","sequence":"additional","affiliation":[{"name":"Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kejal","family":"Kantarci","sequence":"additional","affiliation":[{"name":"Department of Radiology, Mayo Clinic, Rochester, Minnesota, 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