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Evidence that the Kennedy and polyamine pathways are dysregulated in human brain in cases of dementia with Lewy bodies.
Akyol, Sumeyya; Yilmaz, Ali; Oh, Kyung Joon; Ugur, Zafer; Aydas, Buket; McGuinness, Bernadette; Passmore, Peter; Kehoe, Patrick G; Maddens, Michael; Green, Brian D; Graham, Stewart F.
Affiliation
  • Akyol S; Beaumont Research Institute, Royal Oak, MI 48073, USA.
  • Yilmaz A; Beaumont Research Institute, Royal Oak, MI 48073, USA.
  • Oh KJ; Beaumont Research Institute, Royal Oak, MI 48073, USA; Department of Obstetrics and Gynecology, Seoul National University Bundang Hospital, Seongnam-si, Republic of Korea; Department of Obstetrics and Gynecology, Seoul National University College of Medicine, Seoul, Republic of Korea.
  • Ugur Z; Beaumont Research Institute, Royal Oak, MI 48073, USA.
  • Aydas B; Departments of Mathematics and Computer Sciences, Albion College, 611 E. Porter St, Albion, MI 49224, USA.
  • McGuinness B; Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK.
  • Passmore P; Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen's University Belfast, Belfast, UK.
  • Kehoe PG; Dementia Research Group, Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
  • Maddens M; Oakland University-William Beaumont School of Medicine, Rochester, MI 48309, USA.
  • Green BD; Institute for Global Food Security, School of Biological Sciences, Queen's University, Belfast, UK.
  • Graham SF; Beaumont Research Institute, Royal Oak, MI 48073, USA; Oakland University-William Beaumont School of Medicine, Rochester, MI 48309, USA. Electronic address: stewart.graham@beaumont.edu.
Brain Res ; 1743: 146897, 2020 09 15.
Article in En | MEDLINE | ID: mdl-32450077
ABSTRACT
Disruptions of brain metabolism are considered integral to the pathogenesis of dementia, but thus far little is known of how dementia with Lewy bodies (DLB) impacts the brain metabolome. DLB is less well known than other neurodegenerative diseases such as Alzheimer's and Parkinson's disease which is perhaps why it is under-investigated. This exploratory study aimed to address current knowledge gaps in DLB research and search for potentially targetable biochemical pathways for therapeutics. It also aimed to better understand metabolic similarities and differences with other dementias. Combined metabolomic analyses of 1H NMR and tandem mass spectrometry of neocortical post-mortem brain tissue (Brodmann region 7) from autopsy confirmed cases of DLB (n = 15) were compared with age/gender-matched, non-cognitively impaired healthy controls (n = 30). Following correction for multiple comparisons, only 2 metabolites from a total of 219 measured compounds significantly differed. Putrescine was suppressed (55.4%) in DLB and O-phosphocholine was elevated (52.5%). We identified a panel of 5 metabolites (PC aa C384, O-Phosphocholine, putrescine, 4-Aminobutyrate, and SM C160) capable of accurately discriminating between DLB and control subjects. Deep Learning (DL) provided the best predictive model following 10-fold cross validation (AUROC (95% CI) = 0.80 (0.60-1.0)) with sensitivity and specificity equal to 0.92 and 0.88, respectively. Altered brain levels of putrescine and O-phosphocholine indicate that the Kennedy pathway and polyamine metabolism are perturbed in DLB. These are accompanied by a consistent underlying trend of lipid dysregulation. As yet it is unclear whether these are a cause or consequence of DLB onset.
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Full text: 1 Database: MEDLINE Main subject: Brain / Lewy Body Disease / Deep Learning Type of study: Prognostic_studies Limits: Humans Language: En Year: 2020 Type: Article

Full text: 1 Database: MEDLINE Main subject: Brain / Lewy Body Disease / Deep Learning Type of study: Prognostic_studies Limits: Humans Language: En Year: 2020 Type: Article