Guoqiao Wang1, Dean Coble1, Eric M McDade2, Jason Hassenstab2, Anne M Fagan2, Tammie L S Benzinger3, Randall J Bateman2, John C Morris2, Chengjie Xiong4. 1. Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA. 2. Department of Neurology, Washington University School of Medicine, Saint Louis, MO, USA. 3. Department of Radiology, Washington University School of Medicine, Saint Louis, MO, USA. 4. Division of Biostatistics, Washington University School of Medicine, Saint Louis, MO, USA. Electronic address: chengjie@wustl.edu.
Abstract
INTRODUCTION: Staging preclinical Alzheimer disease (AD) by the expected years to symptom onset (EYO) in autosomal dominant AD (ADAD) through biomarker correlations is important. METHODS: We estimated the correlation matrix between EYO/cognition and imaging/CSF biomarkers, and searched for the EYO cutoff where a change in the correlations occurred before and after the cutoff among the asymptomatic mutation carriers of ADAD. We then estimated the longitudinal rate of change for biomarkers/cognition within each preclinical stage defined by the EYO. RESULTS: Based on the change in the correlations, the preclinical ADAD was divided by EYOs -7 and -13 years. Mutation carriers demonstrated a temporal ordering of biomarker/cognition changes across the three preclinical stages. DISCUSSION: Duration of each preclinical stage can be estimated in ADAD, facilitating better planning of prevention trials with the EYO cutoffs under the recently released FDA guidance. The generalization of these results to sporadic AD warrants further investigation.
INTRODUCTION: Staging preclinical Alzheimer disease (AD) by the expected years to symptom onset (EYO) in autosomal dominant AD (ADAD) through biomarker correlations is important. METHODS: We estimated the correlation matrix between EYO/cognition and imaging/CSF biomarkers, and searched for the EYO cutoff where a change in the correlations occurred before and after the cutoff among the asymptomatic mutation carriers of ADAD. We then estimated the longitudinal rate of change for biomarkers/cognition within each preclinical stage defined by the EYO. RESULTS: Based on the change in the correlations, the preclinical ADAD was divided by EYOs -7 and -13 years. Mutation carriers demonstrated a temporal ordering of biomarker/cognition changes across the three preclinical stages. DISCUSSION: Duration of each preclinical stage can be estimated in ADAD, facilitating better planning of prevention trials with the EYO cutoffs under the recently released FDA guidance. The generalization of these results to sporadic AD warrants further investigation.
Authors: Reisa A Sperling; Paul S Aisen; Laurel A Beckett; David A Bennett; Suzanne Craft; Anne M Fagan; Takeshi Iwatsubo; Clifford R Jack; Jeffrey Kaye; Thomas J Montine; Denise C Park; Eric M Reiman; Christopher C Rowe; Eric Siemers; Yaakov Stern; Kristine Yaffe; Maria C Carrillo; Bill Thies; Marcelle Morrison-Bogorad; Molly V Wagster; Creighton H Phelps Journal: Alzheimers Dement Date: 2011-04-21 Impact factor: 21.566
Authors: Bruno Dubois; Howard H Feldman; Claudia Jacova; Harald Hampel; José Luis Molinuevo; Kaj Blennow; Steven T DeKosky; Serge Gauthier; Dennis Selkoe; Randall Bateman; Stefano Cappa; Sebastian Crutch; Sebastiaan Engelborghs; Giovanni B Frisoni; Nick C Fox; Douglas Galasko; Marie-Odile Habert; Gregory A Jicha; Agneta Nordberg; Florence Pasquier; Gil Rabinovici; Philippe Robert; Christopher Rowe; Stephen Salloway; Marie Sarazin; Stéphane Epelbaum; Leonardo C de Souza; Bruno Vellas; Pieter J Visser; Lon Schneider; Yaakov Stern; Philip Scheltens; Jeffrey L Cummings Journal: Lancet Neurol Date: 2014-06 Impact factor: 44.182
Authors: Andrew J Aschenbrenner; David A Balota; Chi-Shing Tse; Anne M Fagan; David M Holtzman; Tammie L S Benzinger; John C Morris Journal: Neuropsychology Date: 2014-09-15 Impact factor: 3.295
Authors: Davis C Ryman; Natalia Acosta-Baena; Paul S Aisen; Thomas Bird; Adrian Danek; Nick C Fox; Alison Goate; Peter Frommelt; Bernardino Ghetti; Jessica B S Langbaum; Francisco Lopera; Ralph Martins; Colin L Masters; Richard P Mayeux; Eric McDade; Sonia Moreno; Eric M Reiman; John M Ringman; Steve Salloway; Peter R Schofield; Reisa Sperling; Pierre N Tariot; Chengjie Xiong; John C Morris; Randall J Bateman Journal: Neurology Date: 2014-06-13 Impact factor: 9.910
Authors: Randall J Bateman; Chengjie Xiong; Tammie L S Benzinger; Anne M Fagan; Alison Goate; Nick C Fox; Daniel S Marcus; Nigel J Cairns; Xianyun Xie; Tyler M Blazey; David M Holtzman; Anna Santacruz; Virginia Buckles; Angela Oliver; Krista Moulder; Paul S Aisen; Bernardino Ghetti; William E Klunk; Eric McDade; Ralph N Martins; Colin L Masters; Richard Mayeux; John M Ringman; Martin N Rossor; Peter R Schofield; Reisa A Sperling; Stephen Salloway; John C Morris Journal: N Engl J Med Date: 2012-07-11 Impact factor: 91.245
Authors: Neil P Oxtoby; Alexandra L Young; David M Cash; Tammie L S Benzinger; Anne M Fagan; John C Morris; Randall J Bateman; Nick C Fox; Jonathan M Schott; Daniel C Alexander Journal: Brain Date: 2018-05-01 Impact factor: 13.501
Authors: Alexandra L Young; Neil P Oxtoby; Pankaj Daga; David M Cash; Nick C Fox; Sebastien Ourselin; Jonathan M Schott; Daniel C Alexander Journal: Brain Date: 2014-07-09 Impact factor: 13.501
Authors: Daniel E Gustavson; Chandra A Reynolds; Timothy J Hohman; Angela L Jefferson; Jeremy A Elman; Matthew S Panizzon; Michael C Neale; Mark W Logue; Michael J Lyons; Carol E Franz; William S Kremen Journal: J Int Neuropsychol Soc Date: 2022-02-21 Impact factor: 3.114
Authors: Victor Montal; Eduard Vilaplana; Jordi Pegueroles; Alexandre Bejanin; Daniel Alcolea; María Carmona-Iragui; Jordi Clarimón; Johannes Levin; Carlos Cruchaga; Neill R Graff-Radford; James M Noble; Jae-Hong Lee; Ricardo Allegri; Celeste M Karch; Christoph Laske; Peter R Schofield; Stephen Salloway; Beau Ances; Tammie Benzinger; Eric McDale; Randall Bateman; Rafael Blesa; Raquel Sánchez-Valle; Alberto Lleó; Juan Fortea Journal: Alzheimers Dement Date: 2020-11-16 Impact factor: 21.566
Authors: Daniel E Gustavson; Jeremy A Elman; Mark Sanderson-Cimino; Carol E Franz; Matthew S Panizzon; Amy J Jak; Chandra A Reynolds; Michael C Neale; Michael J Lyons; William S Kremen Journal: Alzheimers Dement (Amst) Date: 2020-04-11
Authors: Lisa Vermunt; Ellen Dicks; Guoqiao Wang; Aylin Dincer; Shaney Flores; Sarah J Keefe; Sarah B Berman; David M Cash; Jasmeer P Chhatwal; Carlos Cruchaga; Nick C Fox; Bernardino Ghetti; Neill R Graff-Radford; Jason Hassenstab; Celeste M Karch; Christoph Laske; Johannes Levin; Colin L Masters; Eric McDade; Hiroshi Mori; John C Morris; James M Noble; Richard J Perrin; Peter R Schofield; Chengjie Xiong; Philip Scheltens; Pieter Jelle Visser; Randall J Bateman; Tammie L S Benzinger; Betty M Tijms; Brian A Gordon Journal: Brain Commun Date: 2020-07-15
Authors: Kok Pin Ng; Tharick A Pascoal; Sulantha Mathotaarachchi; Yiong Huak Chan; Lai Jiang; Joseph Therriault; Andrea L Benedet; Monica Shin; Nagaendran Kandiah; Celia M T Greenwood; Pedro Rosa-Neto; Serge Gauthier Journal: Transl Neurodegener Date: 2021-01-04 Impact factor: 8.014