Cargando…

Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients

Metabolic brain biomarkers have been incorporated in various diagnostic guidelines of neurodegenerative diseases, recently. To improve their diagnostic accuracy a biologically and clinically homogeneous sample is needed for their identification. Alzheimer’s disease-related pattern (ADRP) has been id...

Descripción completa

Detalles Bibliográficos
Autores principales: Perovnik, Matej, Tomše, Petra, Jamšek, Jan, Emeršič, Andreja, Tang, Chris, Eidelberg, David, Trošt, Maja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273623/
https://www.ncbi.nlm.nih.gov/pubmed/35817836
http://dx.doi.org/10.1038/s41598-022-15667-9
_version_ 1784745116614787072
author Perovnik, Matej
Tomše, Petra
Jamšek, Jan
Emeršič, Andreja
Tang, Chris
Eidelberg, David
Trošt, Maja
author_facet Perovnik, Matej
Tomše, Petra
Jamšek, Jan
Emeršič, Andreja
Tang, Chris
Eidelberg, David
Trošt, Maja
author_sort Perovnik, Matej
collection PubMed
description Metabolic brain biomarkers have been incorporated in various diagnostic guidelines of neurodegenerative diseases, recently. To improve their diagnostic accuracy a biologically and clinically homogeneous sample is needed for their identification. Alzheimer’s disease-related pattern (ADRP) has been identified previously in cohorts of clinically diagnosed patients with dementia due to Alzheimer’s disease (AD), meaning that its diagnostic accuracy might have been reduced due to common clinical misdiagnosis. In our study, we aimed to identify ADRP in a cohort of AD patients with CSF confirmed diagnosis, validate it in large out-of-sample cohorts and explore its relationship with patients’ clinical status. For identification we analyzed 2-[(18)F]FDG PET brain scans of 20 AD patients and 20 normal controls (NCs). For validation, 2-[(18)F]FDG PET scans from 261 individuals with AD, behavioral variant of frontotemporal dementia, mild cognitive impairment and NC were analyzed. We identified an ADRP that is characterized by relatively reduced metabolic activity in temporoparietal cortices, posterior cingulate and precuneus which co-varied with relatively increased metabolic activity in the cerebellum. ADRP expression significantly differentiated AD from NC (AUC = 0.95) and other dementia types (AUC = 0.76–0.85) and its expression correlated with clinical measures of global cognition and neuropsychological indices in all cohorts.
format Online
Article
Text
id pubmed-9273623
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-92736232022-07-13 Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients Perovnik, Matej Tomše, Petra Jamšek, Jan Emeršič, Andreja Tang, Chris Eidelberg, David Trošt, Maja Sci Rep Article Metabolic brain biomarkers have been incorporated in various diagnostic guidelines of neurodegenerative diseases, recently. To improve their diagnostic accuracy a biologically and clinically homogeneous sample is needed for their identification. Alzheimer’s disease-related pattern (ADRP) has been identified previously in cohorts of clinically diagnosed patients with dementia due to Alzheimer’s disease (AD), meaning that its diagnostic accuracy might have been reduced due to common clinical misdiagnosis. In our study, we aimed to identify ADRP in a cohort of AD patients with CSF confirmed diagnosis, validate it in large out-of-sample cohorts and explore its relationship with patients’ clinical status. For identification we analyzed 2-[(18)F]FDG PET brain scans of 20 AD patients and 20 normal controls (NCs). For validation, 2-[(18)F]FDG PET scans from 261 individuals with AD, behavioral variant of frontotemporal dementia, mild cognitive impairment and NC were analyzed. We identified an ADRP that is characterized by relatively reduced metabolic activity in temporoparietal cortices, posterior cingulate and precuneus which co-varied with relatively increased metabolic activity in the cerebellum. ADRP expression significantly differentiated AD from NC (AUC = 0.95) and other dementia types (AUC = 0.76–0.85) and its expression correlated with clinical measures of global cognition and neuropsychological indices in all cohorts. Nature Publishing Group UK 2022-07-11 /pmc/articles/PMC9273623/ /pubmed/35817836 http://dx.doi.org/10.1038/s41598-022-15667-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Perovnik, Matej
Tomše, Petra
Jamšek, Jan
Emeršič, Andreja
Tang, Chris
Eidelberg, David
Trošt, Maja
Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
title Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
title_full Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
title_fullStr Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
title_full_unstemmed Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
title_short Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
title_sort identification and validation of alzheimer’s disease-related metabolic brain pattern in biomarker confirmed alzheimer’s dementia patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9273623/
https://www.ncbi.nlm.nih.gov/pubmed/35817836
http://dx.doi.org/10.1038/s41598-022-15667-9
work_keys_str_mv AT perovnikmatej identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients
AT tomsepetra identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients
AT jamsekjan identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients
AT emersicandreja identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients
AT tangchris identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients
AT eidelbergdavid identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients
AT trostmaja identificationandvalidationofalzheimersdiseaserelatedmetabolicbrainpatterninbiomarkerconfirmedalzheimersdementiapatients