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

被引:14
|
作者
Perovnik, Matej [1 ,2 ]
Tomse, Petra [3 ]
Jamsek, Jan [3 ]
Emersic, Andreja [4 ]
Tang, Chris [5 ]
Eidelberg, David [5 ]
Trost, Maja [1 ,2 ,3 ]
机构
[1] Univ Med Ctr Ljubljana, Dept Neurol, Zaloska Cesta 2, Ljubljana 1000, Slovenia
[2] Univ Ljubljana, Fac Med, Vrazov Trg 2, Ljubljana 1000, Slovenia
[3] Univ Med Ctr Ljubljana, Dept Nucl Med, Zaloska Cesta 2, Ljubljana 1000, Slovenia
[4] Univ Med Ctr Ljubljana, Dept Neurol, Lab CSF Diagnost, Zaloska Cesta 2, Ljubljana 1000, Slovenia
[5] Feinstein Inst Med Res, Ctr Neurosci, 350 Community Dr, Manhasset, NY 11030 USA
基金
美国国家卫生研究院; 加拿大健康研究院;
关键词
MONTREAL COGNITIVE ASSESSMENT; CLINICAL-DIAGNOSIS; NATIONAL INSTITUTE; NETWORK;
D O I
10.1038/s41598-022-15667-9
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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-[F-18]FDG PET brain scans of 20 AD patients and 20 normal controls (NCs). For validation, 2-[F-18]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.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Identification and validation of Alzheimer’s disease-related metabolic brain pattern in biomarker confirmed Alzheimer’s dementia patients
    Matej Perovnik
    Petra Tomše
    Jan Jamšek
    Andreja Emeršič
    Chris Tang
    David Eidelberg
    Maja Trošt
    [J]. Scientific Reports, 12
  • [2] The Alzheimer's Disease-Related Glucose Metabolic Brain Pattern
    Teune, Laura K.
    Strijkert, Fijanne
    Renken, Remco J.
    Izaks, Gerbrand J.
    de Vries, Jeroen J.
    Segbers, Marcel
    Roerdink, Jos B. T. M.
    Dierckx, Rudi A. J. O.
    Leenders, Klaus L.
    [J]. CURRENT ALZHEIMER RESEARCH, 2014, 11 (08) : 725 - 732
  • [3] Alzheimer's Disease-Related Metabolic Pattern in Diverse Forms of Neurodegenerative Diseases
    Lau, Angus
    Beheshti, Iman
    Modirrousta, Mandana
    Kolesar, Tiffany A.
    Goertzen, Andrew L.
    Ko, Ji Hyun
    [J]. DIAGNOSTICS, 2021, 11 (11)
  • [4] Brain ischemia with Alzheimer phenotype dysregulates Alzheimer’s disease-related proteins
    Marzena Ułamek-Kozioł
    Ryszard Pluta
    Anna Bogucka-Kocka
    Sławomir Januszewski
    Janusz Kocki
    Stanisław J. Czuczwar
    [J]. Pharmacological Reports, 2016, 68 : 582 - 591
  • [5] Brain ischemia with Alzheimer phenotype dysregulates Alzheimer's disease-related proteins
    Ulamek-Koziol, Marzena
    Pluta, Ryszard
    Bogucka-Kocka, Anna
    Januszewski, Slawomir
    Kocki, Janusz
    Czuczwar, Stanislaw J.
    [J]. PHARMACOLOGICAL REPORTS, 2016, 68 (03) : 582 - 591
  • [6] Effect of the identification group size and image resolution on the diagnostic performance of metabolic Alzheimer’s disease-related pattern
    Eva Štokelj
    Petra Tomše
    Tadej Tomanič
    Vijay Dhawan
    David Eidelberg
    Maja Trošt
    Urban Simončič
    [J]. EJNMMI Research, 13
  • [7] Effect of the identification group size and image resolution on the diagnostic performance of metabolic Alzheimer's disease-related pattern
    Stokelj, Eva
    Tomse, Petra
    Tomanic, Tadej
    Dhawan, Vijay
    Eidelberg, David
    Trost, Maja
    Simoncic, Urban
    [J]. EJNMMI RESEARCH, 2023, 13 (01)
  • [8] Metabolic brain pattern in dementia with Lewy bodies: Relationship to Alzheimer?s disease topography
    Perovnik, Matej
    Tomse, Petra
    Jamsek, Jan
    Tang, Chris
    Eidelberg, David
    Trost, Maja
    [J]. NEUROIMAGE-CLINICAL, 2022, 35
  • [9] Alzheimer's Disease-Related Lesions
    Alafuzoff, Irina
    [J]. JOURNAL OF ALZHEIMERS DISEASE, 2013, 33 : S173 - S179
  • [10] Validation of the Alzheimer Disease Dementia Conversion-Related Pattern as an ATN Biomarker of Neurodegeneration
    Blazhenets, Ganna
    Frings, Lars
    Ma, Yilong
    Sorensen, Arnd
    Eidelberg, David
    Wiltfang, Jens
    Meyer, Philipp T.
    [J]. NEUROLOGY, 2021, 96 (09) : E1358 - E1368