@article{de46ed0394ea4ac28fcb1e56eac3e88e,
title = "Tau-Atrophy Variability Reveals Phenotypic Heterogeneity in Alzheimer's Disease",
abstract = "Objective: Tau neurofibrillary tangles (T) are the primary driver of downstream neurodegeneration (N) and subsequent cognitive impairment in Alzheimer's disease (AD). However, there is substantial variability in the T-N relationship – manifested in higher or lower atrophy than expected for level of tau in a given brain region. The goal of this study was to determine if region-based quantitation of this variability allows for identification of underlying modulatory factors, including polypathology. Methods: Cortical thickness (N) and 18F-Flortaucipir SUVR (T) were computed in 104 gray matter regions from a cohort of cognitively-impaired, amyloid-positive (A+) individuals. Region-specific residuals from a robust linear fit between SUVR and cortical thickness were computed as a surrogate for T-N mismatch. A summary T-N mismatch metric defined using residuals were correlated with demographic and imaging-based modulatory factors, and to partition the cohort into data-driven subgroups. Results: The summary T-N mismatch metric correlated with underlying factors such as age and burden of white matter hyperintensity lesions. Data-driven subgroups based on clustering of residuals appear to represent different biologically relevant phenotypes, with groups showing distinct spatial patterns of higher or lower atrophy than expected. Interpretation: These data support the notion that a measure of deviation from a normative relationship between tau burden and neurodegeneration across brain regions in individuals on the AD continuum captures variability due to multiple underlying factors, and can reveal phenotypes, which if validated, may help identify possible contributors to neurodegeneration in addition to tau, which may ultimately be useful for cohort selection in clinical trials. ANN NEUROL 2021;90:751–762.",
author = "{Alzheimer{\textquoteright}s Disease Neuroimaging Initiative} and Das, {Sandhitsu R.} and Xueying Lyu and Duong, {Michael Tran} and Long Xie and Lauren McCollum and {de Flores}, Robin and Michael DiCalogero and Irwin, {David J.} and Dickerson, {Bradford C.} and Nasrallah, {Ilya M.} and Yushkevich, {Paul A.} and Wolk, {David A.} and Michael Weiner and Paul Aisen and Ronald Petersen and Jack, {Clifford R.} and William Jagust and Trojanowki, {John Q.} and Toga, {Arthur W.} and Laurel Beckett and Green, {Robert C.} and Saykin, {Andrew J.} and John Morris and Shaw, {Leslie M.} and Enchi Liu and Tom Montine and Thomas, {Ronald G.} and Michael Donohue and Sarah Walter and Devon Gessert and Tamie Sather and Gus Jiminez and Danielle Harvey and Michael Donohue and Matthew Bernstein and Nick Fox and Paul Thompson and Norbert Schuff and Charles DeCArli and Bret Borowski and Jeff Gunter and Matt Senjem and Prashanthi Vemuri and David Jones and Kejal Kantarci and Chad Ward and Koeppe, {Robert A.} and Norm Foster and Reiman, {Eric M.} and Kewei Chen and Chet Mathis and Susan Landau and Cairns, {Nigel J.} and Erin Householder and Reinwald, {Lisa Taylor} and Virginia Lee and Magdalena Korecka and Michal Figurski and Karen Crawford and Scott Neu and Foroud, {Tatiana M.} and Steven Potkin and Li Shen and Faber Kelley and Sungeun Kim and Kwangsik Nho and Zaven Kachaturian and Richard Frank and Snyder, {Peter J.} and Susan Molchan and Jeffrey Kaye and Joseph Quinn and Betty Lind and Raina Carter and Sara Dolen and Schneider, {Lon S.} and Sonia Pawluczyk and Mauricio Beccera and Liberty Teodoro and Spann, {Bryan M.} and James Brewer and Helen Vanderswag and Adam Fleisher and Heidebrink, {Judith L.} and Lord, {Joanne L.} and Ronald Petersen and Mason, {Sara S.} and Albers, {Colleen S.} and David Knopman and Kris Johnson and Doody, {Rachelle S.} and Meyer, {Javier Villanueva} and Munir Chowdhury and Susan Rountree and Mimi Dang and Yaakov Stern and Honig, {Lawrence S.} and Bell, {Karen L.} and Beau Ances and Morris, {John C.} and Maria Carroll and Sue Leon and Erin Householder and Mintun, {Mark A.} and Stacy Schneider and Angela Oliver and Daniel Marson and Randall Griffith and David Clark and David Geld-Macher and John Brockington and Erik Roberson and Hillel Grossman and Effie Mitsis and {de Toledo-Morrell}, Leyla and Shah, {Raj C.} and Ranjan Duara and Daniel Varon and Greig, {Maria T.} and Peggy Roberts and Marilyn Albert and Chiadi Onyike and Daniel D'Agostino and Stephanie Kielb and Galvin, {James E.} and Pogorelec, {Dana M.} and Brittany Cerbone and Michel, {Christina A.} and Henry Rusinek and {de Leon}, {Mony J.} and Lidia Glodzik and {De Santi}, Susan and Doraiswamy, {P. Murali} and Petrella, {Jeffrey R.} and Wong, {Terence Z.} and Arnold, {Steven E.} and Karlawish, {Jason H.} and David Wolk and Smith, {Charles D.} and Greg Jicha and Peter Hardy and Partha Sinha and Elizabeth Oates and Gary Conrad and Lopez, {Oscar L.} and Oakley, {Mary Ann} and Simpson, {Donna M.} and Porsteinsson, {Anton P.} and Goldstein, {Bonnie S.} and Kim Martin and Makino, {Kelly M.} and Ismail, {M. Saleem} and Connie Brand and Mulnard, {Ruth A.} and Gaby Thai and Ortiz, {Catherine Mc Adams} and Kyle Womack and Dana Mathers and Mary Quiceno and Arrastia, {Ramon Diaz} and Richard King and Myron Weiner and {Martin Cook}, Kristen and Michael DeVous and Levey, {Allan I.} and Lah, {James J.} and Cellar, {Janet S.} and Bums, {Jeffrey M.} and Anderson, {Heather S.} and Swerdlow, {Russell H.} and Liana Apostolova and Kathleen Tingus and Ellen Woo and Silverman, {Daniel H.S.} and Lu, {Po H.} and George Bartzokis and {Graff Radford}, {Neill R.} and Francine Parfitt and Tracy Kendall and Heather Johnson and Farlow, {Martin R.} and Hake, {Ann Marie} and Matthews, {Brandy R.} and Scott Herring and Cynthia Hunt and {van Dyck}, {Christopher H.} and Carson, {Richard E.} and MacAvoy, {Martha G.} and Howard Chertkow and Howard Bergman and Chris Hosein and Sandra Black and Bojana Stefanovic and Curtis Caldwell and Hsiung, {Ging Yuek Robin} and Howard Feldman and Benita Mudge and Michele Assaly and Andrew Kertesz and John Rogers",
note = "Publisher Copyright: {\textcopyright} 2021 American Neurological Association.",
year = "2021",
month = nov,
doi = "10.1002/ana.26233",
language = "English",
volume = "90",
pages = "751--762",
journal = "Annals of neurology",
issn = "0364-5134",
number = "5",
}