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Validation of anatomical standardization of FDG PET images of normal brain: comparison of SPM and NEUROSTAT

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European Journal of Nuclear Medicine and Molecular Imaging Aims and scope Submit manuscript

Abstract

Purpose

Statistical parametric mapping (SPM) and NEUROSTAT (NS) are widely used for intersubject statistical analysis of brain images. We investigated individual anatomical variations after standardization of 18F-fluorodeoxyglucose positron emission tomography (FDG PET) images of normal brain and compared the differences in the standardized images obtained from SPM and NS.

Methods

Twenty healthy normal subjects were recruited for FDG PET and magnetic resonance imaging (MRI) studies. Sylvian fissures (SF), cingulate sulci (CingS) and central sulci (CtlS) were marked on the brain surface of each individual’s co-registered MR images. Then spatial standardization was performed on each subject’s PET images using SPM99 and NS with NS’s FDG template image, and each subject’s MR images (with the SF, CingS, and CtlS marked in advance) were standardized using the sets of parameters obtained from PET standardization by SPM and NS, respectively. The coordinates of each subject’s SF, CingS, and CtlS detected on the MR images standardized by the two methods were measured and compared with those on the template images.

Results

The mean individual deviations from the averaged coordinates for the markers on the SF, CingS and CtlS standardized by SPM and by NS were no more than 0.21–1.15 mm. The number of voxels within the brain volume on standardized MR images of all 20 subjects was 88.0% of the total number of brain volume voxels for SPM and 85.3% for NS.

Conclusion

This study demonstrates that SPM and NS yield relatively small differences in standardization and that both methods are effective and valid for PET studies in normal subjects.

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References

  1. Friston KJ, Ashburner J, Frith CD, Poline J-B, Heather JD, Frackowiak RSJ. Spatial registration and normalization of images. Hum Brain Mapp 1995;3:165–189

    Google Scholar 

  2. Minoshima S, Koeppe RA, Frey KA, Kuhl DE. Anatomical standardization: linear scaling and nonlinear warping of functional brain images. J Nucl Med 1994;35:1528–1537

    CAS  PubMed  Google Scholar 

  3. Roland PE, Graufelds CJ, Wahlin J, et al. Human brain atlas: for high-resolution functional and anatomical mapping. Hum Brain Mapp 1994;1:173–184

    Google Scholar 

  4. Senda, M, Ishii K, Oda, K, et al. Influence of ANOVA design and anatomical standardization on the statistical mapping for PET activation. NeuroImage 1998;8:283–301

    Article  CAS  PubMed  Google Scholar 

  5. Sugiura M, Kawashima R, Sadato N, et al. Anatomic validation of spatial normalization methods for PET. J Nucl Med 1999;40:317–322

    CAS  PubMed  Google Scholar 

  6. Minoshima S, Frey KA, Koeppe RA, Foster NL, Kuhl DE. A diagnostic approach in Alzheimer’s disease using three-dimensional stereotactic surface projections of fluorine-18-FDG PET. J Nucl Med 1995;36:1238–1248

    CAS  PubMed  Google Scholar 

  7. Fujiwara T, Watanuki S, Yamamoto S, et al. Performance evaluation of a large axial field-of-view PET scanner: SET-2400W. Ann Nucl Med 1997;11:301–313

    Google Scholar 

  8. Talairach J, Tournoux P. Co-planar stereotaxic atlas of the human brain. Stuttgart: Thieme, 1988

  9. Ishii K, Willoch F, Minoshima S, et al. Statistical brain mapping of 18F-FDG PET in Alzheimer’s disease: validation of anatomic standardization for atrophied brains. J Nucl Med 2001;42:548–557

    CAS  PubMed  Google Scholar 

  10. Ashburner J, Friston KJ. Nonlinear spatial normalization using basis functions. Hum Brain Mapp 1999;7:254–266

    Article  CAS  PubMed  Google Scholar 

Download references

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Correspondence to Kazunari Ishii.

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Hosaka, K., Ishii, K., Sakamoto, S. et al. Validation of anatomical standardization of FDG PET images of normal brain: comparison of SPM and NEUROSTAT. Eur J Nucl Med Mol Imaging 32, 92–97 (2005). https://doi.org/10.1007/s00259-004-1576-z

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  • DOI: https://doi.org/10.1007/s00259-004-1576-z

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