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Biological brain age prediction using machine learning on structural neuroimaging data: Multi-cohort validation against biomarkers of Alzheimer's disease and neurodegeneration stratified by sex.
Cumplido-Mayoral I, García-Prat M, Operto G, Falcon C, Shekari M, Cacciaglia R, Milà-Alomà M, Lorenzini L, Ingala S, Meije Wink A, Mutsaerts HJMM, Minguillón C, Fauria K, Molinuevo JL, Haller S, Chetelat G, Waldman A, Schwarz AJ, Barkhof F, Suridjan I, Kollmorgen G, Bayfield A, Zetterberg H, Blennow K, Suárez-Calvet M, Vilaplana V, Gispert JD; ALFA study; EPAD study; ADNI study; OASIS study. Cumplido-Mayoral I, et al. Among authors: bayfield a. Elife. 2023 Apr 17;12:e81067. doi: 10.7554/eLife.81067. Elife. 2023. PMID: 37067031 Free PMC article.
Prepandemic Alzheimer Disease Biomarkers and Anxious-Depressive Symptoms During the COVID-19 Confinement in Cognitively Unimpaired Adults.
Akinci M, Peña-Gómez C, Operto G, Fuentes-Julian S, Deulofeu C, Sánchez-Benavides G, Milà-Alomà M, Grau-Rivera O, Gramunt N, Navarro A, Minguillón C, Fauria K, Suridjan I, Kollmorgen G, Bayfield A, Blennow K, Zetterberg H, Molinuevo JL, Suárez-Calvet M, Gispert JD, Arenaza-Urquijo EM; ALFA Study. Akinci M, et al. Among authors: bayfield a. Neurology. 2022 Oct 4;99(14):e1486-e1498. doi: 10.1212/WNL.0000000000200948. Epub 2022 Aug 2. Neurology. 2022. PMID: 35918160 Free PMC article.
Cerebrospinal Fluid Sphingomyelins in Alzheimer's Disease, Neurodegeneration, and Neuroinflammation.
Morrow A, Panyard DJ, Deming YK, Jonaitis E, Dong R, Vasiljevic E, Betthauser TJ, Kollmorgen G, Suridjan I, Bayfield A, Van Hulle CA, Zetterberg H, Blennow K, Carlsson CM, Asthana S, Johnson SC, Engelman CD. Morrow A, et al. Among authors: bayfield a. J Alzheimers Dis. 2022;90(2):667-680. doi: 10.3233/JAD-220349. J Alzheimers Dis. 2022. PMID: 36155504 Free PMC article.
Large-scale proteome and metabolome analysis of CSF implicates altered glucose and carbon metabolism and succinylcarnitine in Alzheimer's disease.
Panyard DJ, McKetney J, Deming YK, Morrow AR, Ennis GE, Jonaitis EM, Van Hulle CA, Yang C, Sung YJ, Ali M, Kollmorgen G, Suridjan I, Bayfield A, Bendlin BB, Zetterberg H, Blennow K, Cruchaga C, Carlsson CM, Johnson SC, Asthana S, Coon JJ, Engelman CD. Panyard DJ, et al. Among authors: bayfield a. Alzheimers Dement. 2023 Dec;19(12):5447-5470. doi: 10.1002/alz.13130. Epub 2023 May 22. Alzheimers Dement. 2023. PMID: 37218097