Registration of [18F]FDG microPET and small-animal MRI.

This paper describes a voxel-based method for coregistering microPET [(18)F]FDG emission images and MRI data without the need for fiducial markers. [(18)F]FDG has a well-characterized biodistribution in normal mice and thus may be useful for image registration. Female BALB/c mice were implanted with EMT-6 mouse mammary carcinoma 1 week prior to imaging. Three imaging sessions were performed in which a [(18)F]FDG microPET-R4 emission scan was taken followed by small-animal MRI with and without Gd-based contrast agent. MicroPET and MR images were registered using a voxel-based algorithm that computes rigid-body image transformations based on the alignment of intensity gradients. Registration accuracy was assessed on the basis of dual-modality external fiducial line sources incorporated into the mouse bed. The root mean square (rms) registration errors were 0.74 mm translation and 1.44 degrees rotation without contrast and 0.72 mm translation and 0.89 degrees rotation with contrast. Generally, good registration was evident upon inspection of fused microPET/MR images. Accurate automated, voxel-based microPET-MR image coregistration, utilizing image intensity gradients, is feasible. Our technique requires no manual identification of image features and makes no use of surgically implanted or external fiducial markers or stereotactic apparatus.

[1]  Piotr J Slomka,et al.  Software Approach to Merging Molecular with Anatomic Information , 2004 .

[2]  M. Braun,et al.  Software for image registration: algorithms, accuracy, efficacy. , 2003, Seminars in nuclear medicine.

[3]  Josien P. W. Pluim,et al.  Image Registration , 2003, IEEE Trans. Medical Imaging.

[4]  Mark Slifstein,et al.  Quantitative analysis of (-)-N-(11)C-propyl-norapomorphine in vivo binding in nonhuman primates. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[5]  H. Malcolm Hudson,et al.  Accelerated image reconstruction using ordered subsets of projection data , 1994, IEEE Trans. Medical Imaging.

[6]  R. Wahl,et al.  Comparison of mutual information-based warping accuracy for fusing body CT and PET by 2 methods: CT mapped onto PET emission scan versus CT mapped onto PET transmission scan. , 2002, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[7]  Y Chen,et al.  A stereotactic method for the three-dimensional registration of multi-modality biologic images in animals: NMR, PET, histology, and autoradiography. , 2003, Medical physics.

[8]  S. Cherry,et al.  Quantification of target gene expression by imaging reporter gene expression in living animals , 2000, Nature Medicine.

[9]  Guy Marchal,et al.  Multimodality image registration by maximization of mutual information , 1997, IEEE Transactions on Medical Imaging.

[10]  Paul Kinahan,et al.  A combined PET/CT scanner for clinical oncology. , 2000, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[11]  S S Gambhir,et al.  A tabulated summary of the FDG PET literature. , 2001, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[12]  Max A. Viergever,et al.  Image Registration by Maximization of Combined Mututal Information and Gradient Information , 2000, MICCAI.

[13]  David W Townsend,et al.  PET/CT today and tomorrow. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[14]  W. Oyen,et al.  PET/CT: panacea, redundancy, or something in between? , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[15]  Ralph Myers,et al.  The application of PET-MR image registration in the brain. , 2002, The British journal of radiology.

[16]  S. Gambhir,et al.  Imaging gene expression: Principles and assays , 1999, Journal of nuclear cardiology : official publication of the American Society of Nuclear Cardiology.

[17]  Abraham Z. Snyder,et al.  Template Images for Nonhuman Primate Neuroimaging: 1. Baboon , 2001, NeuroImage.

[18]  E. Kim,et al.  Molecular imaging and gene therapy. , 2001, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[19]  J L Andersson,et al.  A method for coregistration of PET and MR brain images. , 1995, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[20]  George Sgouros,et al.  Pharmacokinetics and Biodistribution of (86)Y-Trastuzumab for (90)Y dosimetry in an ovarian carcinoma model: correlative MicroPET and MRI. , 2003, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.