Population-specific brain [18F]-FDG PET templates of Chinese subjects for statistical parametric mapping

被引:7
|
作者
Wang, Hongkai [1 ]
Tian, Yang [1 ]
Liu, Yang [1 ]
Chen, Zhaofeng [1 ]
Zhai, Haoyu [1 ]
Zhuang, Mingrui [1 ]
Zhang, Nan [1 ]
Jiang, Yuanfang [2 ]
Gao, Ya [2 ]
Feng, Hongbo [2 ]
Zhang, Yanjun [2 ]
机构
[1] Dalian Univ Technol, Sch Biomed Engn, Fac Elect Informat & Elect Engn, Dalian, Liaoning, Peoples R China
[2] Dalian Med Univ, Dept Nucl Med, Affiliated Hosp 1, Dalian, Liaoning, Peoples R China
关键词
PROBABILISTIC ATLAS; NORMALIZATION; REGISTRATION;
D O I
10.1038/s41597-021-01089-1
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
Statistical Parametric Mapping (SPM) is a computational approach for analysing functional brain images like Positron Emission Tomography (PET). When performing SPM analysis for different patient populations, brain PET template images representing population-specific brain morphometry and metabolism features are helpful. However, most currently available brain PET templates were constructed using the Caucasian data. To enrich the family of publicly available brain PET templates, we created Chinese-specific template images based on 116 [F-18]-fluorodeoxyglucose ([F-18]-FDG) PET images of normal participants. These images were warped into a common averaged space, in which the mean and standard deviation templates were both computed. We also developed the SPM analysis programmes to facilitate easy use of the templates. Our templates were validated through the SPM analysis of Alzheimer's and Parkinson's patient images. The resultant SPM t-maps accurately depicted the disease-related brain regions with abnormal [F-18]-FDG uptake, proving the templates' effectiveness in brain function impairment analysis.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Population-specific brain [18F]-FDG PET templates of Chinese subjects for statistical parametric mapping
    Hongkai Wang
    Yang Tian
    Yang Liu
    Zhaofeng Chen
    Haoyu Zhai
    Mingrui Zhuang
    Nan Zhang
    Yuanfang Jiang
    Ya Gao
    Hongbo Feng
    Yanjun Zhang
    Scientific Data, 8
  • [2] Statistical Parametric Mapping and Cluster Counting Analysis of [18F] FDG-PET Imaging in Traumatic Brain Injury
    Zhang, Jing
    Mitsis, Effie M.
    Chu, Kingwai
    Newmark, Randall E.
    Hazlett, Erin A.
    Buchsbaum, Monte S.
    JOURNAL OF NEUROTRAUMA, 2010, 27 (01) : 35 - 49
  • [3] A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia
    Pasquale Anthony Della Rosa
    Chiara Cerami
    Francesca Gallivanone
    Annapaola Prestia
    Anna Caroli
    Isabella Castiglioni
    Maria Carla Gilardi
    Giovanni Frisoni
    Karl Friston
    John Ashburner
    Daniela Perani
    Neuroinformatics, 2014, 12 : 575 - 593
  • [4] A Standardized [18F]-FDG-PET Template for Spatial Normalization in Statistical Parametric Mapping of Dementia
    Della Rosa, Pasquale Anthony
    Cerami, Chiara
    Gallivanone, Francesca
    Prestia, Annapaola
    Caroli, Anna
    Castiglioni, Isabella
    Gilardi, Maria Carla
    Frisoni, Giovanni
    Friston, Karl
    Ashburner, John
    Perani, Daniela
    NEUROINFORMATICS, 2014, 12 (04) : 575 - 593
  • [5] Assessment of the impact of model-based scatter correction on [18F]-FDG 3D brain PET in healthy subjects using statistical parametric mapping
    Montandon, ML
    Slosman, DO
    Zaidi, H
    NEUROIMAGE, 2003, 20 (03) : 1848 - 1856
  • [6] Optimizing statistical parametric mapping analysis of 18F-FDG PET in children
    Frederique Archambaud
    Viviane Bouilleret
    Lucie Hertz-Pannier
    Philippe Chaumet-Riffaud
    Sebastian Rodrigo
    Olivier Dulac
    Francine Chassoux
    Catherine Chiron
    EJNMMI Research, 3
  • [7] Optimizing statistical parametric mapping analysis of 18F-FDG PET in children
    Archambaud, Frederique
    Bouilleret, Viviane
    Hertz-Pannier, Lucie
    Chaumet-Riffaud, Philippe
    Rodrigo, Sebastian
    Dulac, Olivier
    Chassoux, Francine
    Chiron, Catherine
    EJNMMI RESEARCH, 2013, 3 : 1 - 10
  • [8] Rapid assessment of regional cerebral metabolic abnormalities in single subjects with quantitative and nonquantitative [18F]FDG PET:: A clinical validation of statistical parametric mapping
    Signorini, M
    Paulesu, E
    Friston, K
    Perani, D
    Colleluori, A
    Lucignani, G
    Grassi, F
    Bettinardi, V
    Frackowiak, RSJ
    Fazio, F
    NEUROIMAGE, 1999, 9 (01) : 63 - 80
  • [9] Stereotaxic 18F-FDG PET and MRI templates with three-dimensional digital atlas for statistical parametric mapping analysis of tree shrew brain
    Huang, Qi
    Nie, Binbin
    Ma, Chen
    Wang, Jing
    Zhang, Tianhao
    Duan, Shaofeng
    Wu, Shang
    Liang, Shengxiang
    Li, Panlong
    Liu, Hua
    Sun, Hua
    Zhou, Jiangning
    Xu, Lin
    Shan, Baoci
    JOURNAL OF NEUROSCIENCE METHODS, 2018, 293 : 105 - 116
  • [10] Statistical parametric mapping of F-18-DOPA PET
    Ito, K
    Rakshi, JS
    Uema, T
    Ashburner, J
    Morrish, PK
    Bailey, DL
    Friston, KJ
    Brooks, DJ
    JOURNAL OF NUCLEAR MEDICINE, 1996, 37 (05) : 1213 - 1213