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Sporadic Creutzfeldt–Jakob disease is associated with reorganization of metabolic connectivity in a pathological brain network
ID
Rus, Tomaž
(
Author
),
ID
Mlakar, Jernej
(
Author
),
ID
Ležaič, Luka
(
Author
),
ID
Vo, An
(
Author
),
ID
Nguyen, Nha
(
Author
),
ID
Tang, Chris Chengke
(
Author
),
ID
Fiorini, Michele
(
Author
),
ID
Prieto, Elena
(
Author
),
ID
Martí Andrés, Gloria
(
Author
),
ID
Arbizu, Javier
(
Author
),
ID
Eidelberg, David
(
Author
),
ID
Trošt, Maja
(
Author
)
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https://onlinelibrary.wiley.com/doi/10.1111/ene.15669
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Abstract
Background and purpose: Although sporadic Creutzfeldt–Jakob disease (sCJD) is a rare cause of dementia, it is critical to understand its functional networks as the prion protein spread throughout the brain may share similar mechanisms with other more common neurodegenerative disorders. In this study, the metabolic brain network associated with sCJD was investigated and its internal network organization was explored. Methods: We explored 2-[$^{18}$F]fluoro-2-deoxy-D-glucose positron emission tomography (FDG-PET) brain scans of 29 sCJD patients, 56 normal controls (NCs) and 46 other dementia patients from two independent centers. sCJD-related pattern (CJDRP) was identified in a cohort of 16 pathologically proven sCJD patients and 16 age-matched NCs using scaled subprofile modeling/principal component analysis and was prospectively validated in an independent cohort of 13 sCJD patients and 20 NCs. The pattern's specificity was tested on other dementia patients and its clinical relevance by clinical correlations. The pattern's internal organization was further studied using graph theory methods. Results: The CJDRP was characterized by relative hypometabolism in the bilateral caudate, thalami, middle and superior frontal gyri, parietal lobe and posterior cingulum in association with relative hypermetabolism in the hippocampi, parahippocampal gyri and cerebellum. The pattern's expression significantly discriminated sCJD from NCs and other dementia patients (p < 0.005; receiver operating characteristic analysis CJD vs. NCs area under the curve [AUC] 0.90–0.96, sCJD vs. Alzheimer's disease AUC 0.78, sCJD vs. behavioral variant of frontotemporal dementia AUC 0.84). The pattern's expression significantly correlated with cognitive, functional decline and disease duration. The metabolic connectivity analysis revealed inefficient information transfer with specific network reorganization. Conclusions: The CJDRP is a robust metabolic biomarker of sCJD. Due to its excellent clinical correlations it has the potential to monitor disease in emerging disease-modifying trials.
Language:
English
Keywords:
brain networks
,
Creutzfeldt–Jakob disease
,
Creutzfeldt–Jakob disease-related pattern
,
FDG-PET
,
graph theory
Work type:
Article
Typology:
1.01 - Original Scientific Article
Organization:
MF - Faculty of Medicine
Publication status:
Published
Publication version:
Version of Record
Year:
2023
Number of pages:
Str. 1035-1047
Numbering:
Vol. 30, iss. 4
PID:
20.500.12556/RUL-145020
UDC:
616.8
ISSN on article:
1351-5101
DOI:
10.1111/ene.15669
COBISS.SI-ID:
137398275
Publication date in RUL:
30.03.2023
Views:
543
Downloads:
123
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Record is a part of a journal
Title:
European journal of neurology
Shortened title:
Eur. j. neurol.
Publisher:
Wiley, European Academy of Neurology
ISSN:
1351-5101
COBISS.SI-ID:
7350745
Licences
License:
CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:
http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:
The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Secondary language
Language:
Slovenian
Keywords:
nevrologija
,
Creutzfeldt-Jakobova bolezen
Projects
Funder:
Other - Other funder or multiple funders
Funding programme:
US Department of State's Bureau of Educational and Cultural Affairs, Fulbright Foreign Student Program
Funder:
ARRS - Slovenian Research Agency
Project number:
P1-0389
Name:
Medicinska fizika
Funder:
ARRS - Slovenian Research Agency
Project number:
J7-2600
Name:
Presnovne možganske spremembe nevrodegenerativnih demenc in njihove korelacije s histopatološkimi spremembami v možganih
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