Partial-Volume Effect in PET Tumor Imaging*

PET has the invaluable advantage of being intrinsically quantitative, enabling accurate measurements of tracer concentrations in vivo. In PET tumor imaging, indices characterizing tumor uptake, such as standardized uptake values, are becoming increasingly important, especially in the context of monitoring the response to therapy. However, when tracer uptake in small tumors is measured, large biases can be introduced by the partial-volume effect (PVE). The purposes of this article are to explain what PVE is and to describe its consequences in PET tumor imaging. The parameters on which PVE depends are reviewed. Actions that can be taken to reduce the errors attributable to PVE are described. Various PVE correction schemes are presented, and their applicability to PET tumor imaging is discussed.

[1]  E. Hoffman,et al.  Quantitation in Positron Emission Computed Tomography: 1. Effect of Object Size , 1979, Journal of computer assisted tomography.

[2]  R. Kessler,et al.  Analysis of emission tomographic scan data: limitations imposed by resolution and background. , 1984, Journal of computer assisted tomography.

[3]  F Shishido,et al.  Measurement of absolute myocardial blood flow with H215O and dynamic positron-emission tomography. Strategy for quantification in relation to the partial-volume effect. , 1988, Circulation.

[4]  M. Walsh,et al.  Noninvasive quantitation of myocardial blood flow in human subjects with oxygen-15-labeled water and positron emission tomography. , 1989, Journal of the American College of Cardiology.

[5]  G. Hutchins,et al.  A region of interest strategy for minimizing resolution distortions in quantitative myocardial PET studies. , 1992, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[6]  Jerry L Prince,et al.  Measurement of Radiotracer Concentration in Brain Gray Matter Using Positron Emission Tomography: MRI-Based Correction for Partial Volume Effects , 1992, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[7]  Alan C. Evans,et al.  Correction for partial volume effects in PET using MRI-based 3-D simulations of individual human brain metabolism , 1993 .

[8]  S C Strother,et al.  The convergence of object dependent resolution in maximum likelihood based tomographic image reconstruction. , 1993, Physics in medicine and biology.

[9]  J C Mazziotta,et al.  Methods for improving quantitation of putamen uptake constant of FDOPA in PET studies. , 1993, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[10]  W. W. Moses,et al.  Empirical observation of resolution degradation in positron emission tomographs utilizing block detectors , 1994 .

[11]  Evaluation of the factors affecting the accuracy and precision of a technique for quantification of volume and activity in SPECT , 1994, Nuclear medicine communications.

[12]  L M Hamberg,et al.  Simplified measurement of deoxyglucose utilization rate. , 1996, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[13]  J C Froment,et al.  Positron Emission Tomography Metabolic Data Corrected for Cortical Atrophy Using Magnetic Resonance Imaging , 1996, Alzheimer disease and associated disorders.

[14]  M Schwaiger,et al.  Metabolic characterization of breast tumors with positron emission tomography using F-18 fluorodeoxyglucose. , 1996, Journal of clinical oncology : official journal of the American Society of Clinical Oncology.

[15]  R. Myers Quantification of brain function using PET , 1996 .

[16]  Jonathan M. Links,et al.  MR-Based Correction of Brain PET Measurements for Heterogeneous Gray Matter Radioactivity Distribution , 1996, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[17]  M Schwaiger,et al.  Breast imaging with fluorine-18-FDG PET: quantitative image analysis. , 1997, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[18]  A. Evans,et al.  Correction for partial volume effects in PET: principle and validation. , 1998, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[19]  John S. Duncan,et al.  Absolute PET Quantification with Correction for Partial Volume Effects within Cerebral Structures , 1998 .

[20]  Alan C. Evans,et al.  Pixel- versus Region-Based Partial Volume Correction in PET 1 1Transcripts of the BRAINPET97 discussion of this chapter can be found in Section VIII. , 1998 .

[21]  U. Cremerius,et al.  Positron emission tomography with 18F-FDG to detect residual disease after therapy for malignant lymphoma. , 1998, Nuclear medicine communications.

[22]  M. Daube-Witherspoon,et al.  Quantitative functional brain imaging with positron emission tomography , 1998 .

[23]  A. Gjedde,et al.  Quantitative functional brain imaging with positron emission tomography , 1998 .

[24]  D Strul,et al.  Robustness of Anatomically Guided Pixel-by-Pixel Algorithms for Partial Volume Effect Correction in Positron Emission Tomography , 1999, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[25]  Richard L. Wahl,et al.  Capabilities of two- and three-dimensional FDG-PET for detecting small lesions and lymph nodes in the upper torso: a dynamic phantom study , 1999, European Journal of Nuclear Medicine.

[26]  M Schwaiger,et al.  Reproducibility of metabolic measurements in malignant tumors using FDG PET. , 1999, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[27]  L. Adler,et al.  Simultaneous recovery of size and radioactivity concentration of small spheroids with PET data. , 1999, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[28]  S K Libutti,et al.  Measuring tumor blood flow with H(2)(15)O: practical considerations. , 2000, Nuclear medicine and biology.

[29]  Y. Menda,et al.  A threshold method to improve standardized uptake value reproducibility , 2000, Nuclear medicine communications.

[30]  Yasuo Kuwabara,et al.  Quantitative assessment of regional myocardial blood flow using oxygen-15-labelled water and positron emission tomography: a multicentre evaluation in Japan , 2000, European Journal of Nuclear Medicine.

[31]  M. Graham,et al.  Comparison of simplified quantitative analyses of FDG uptake. , 2000, Nuclear medicine and biology.

[32]  S. Libutti,et al.  Parametric images of blood flow in oncology PET studies using [15O]water. , 2000, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[33]  V. Lowe,et al.  18F-FDG labelling of human leukocytes , 2000, Nuclear medicine communications.

[34]  Lilli Geworski,et al.  Recovery correction for quantitation in emission tomography: a feasibility study , 2000, European Journal of Nuclear Medicine.

[35]  D. Wood,et al.  Lung cancer proliferation correlates with [F-18]fluorodeoxyglucose uptake by positron emission tomography. , 2000, Clinical cancer research : an official journal of the American Association for Cancer Research.

[36]  Yuni K. Dewaraja,et al.  Monte Carlo evaluation of object shape effects in iodine-131 SPET tumor activity quantification , 2001, European Journal of Nuclear Medicine.

[37]  Paul K. Marsden,et al.  Effect of corrections for blood glucose and body size on [18F]FDG PET standardised uptake values in lung cancer , 2001, European Journal of Nuclear Medicine.

[38]  M. Schwaiger,et al.  Glucose metabolism of breast cancer assessed by 18F-FDG PET: histologic and immunohistochemical tissue analysis. , 2001, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[39]  I. Buvat,et al.  Biases affecting the measurements of tumor-to-background activity ratio in PET , 2002 .

[40]  A. Alavi,et al.  Use of a corrected standardized uptake value based on the lesion size on CT permits accurate characterization of lung nodules on FDG-PET , 2002, European Journal of Nuclear Medicine and Molecular Imaging.

[41]  Vincent Frouin,et al.  Correction of partial-volume effect for PET striatal imaging: fast implementation and study of robustness. , 2002, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[42]  S. Libutti,et al.  Comparison of SUV and Patlak slope for monitoring of cancer therapy using serial PET scans , 2002, European Journal of Nuclear Medicine and Molecular Imaging.

[43]  Alan C. Evans,et al.  Positron Emission Tomography Partial Volume Correction: Estimation and Algorithms , 2002, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[44]  Robert B Livingston,et al.  Changes in blood flow and metabolism in locally advanced breast cancer treated with neoadjuvant chemotherapy. , 2003, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[45]  R. Wahl,et al.  Initial experience in small animal tumor imaging with a clinical positron emission tomography/computed tomography scanner using 2-[F-18]fluoro-2-deoxy-D-glucose. , 2003, Cancer research.

[46]  Irène Buvat,et al.  Quantitative accuracy of dopaminergic neurotransmission imaging with (123)I SPECT. , 2003, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[47]  Adriaan A. Lammertsma,et al.  Effects of ROI definition and reconstruction method on quantitative outcome and applicability in a response monitoring trial , 2005, European Journal of Nuclear Medicine and Molecular Imaging.

[48]  R. Boellaard,et al.  Effects of noise, image resolution, and ROI definition on the accuracy of standard uptake values: a simulation study. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[49]  Stephen L Bacharach,et al.  Simplified kinetic analysis of tumor 18F-FDG uptake: a dynamic approach. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[50]  Patrick Dupont,et al.  Evaluation of anatomy based reconstruction for partial volume correction in brain FDG-PET , 2004, NeuroImage.

[51]  Mark Muzi,et al.  18F-FDG kinetics in locally advanced breast cancer: correlation with tumor blood flow and changes in response to neoadjuvant chemotherapy. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[52]  F. Fazio,et al.  Single-photon emission tomographic quantification in spherical objects: effects of object size and background , 1996, European Journal of Nuclear Medicine.

[53]  A. Pevsner,et al.  The CT motion quantitation of lung lesions and its impact on PET-measured SUVs. , 2004, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[54]  D. Wood,et al.  Relationship between Non-Small Cell Lung Cancer Fluorodeoxyglucose Uptake at Positron Emission Tomography and Surgical Stage with Relevance to Patient Prognosis , 2004, Clinical Cancer Research.

[55]  Jason P Fine,et al.  Influence of reconstruction iterations on 18F-FDG PET/CT standardized uptake values. , 2005, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[56]  Wolfgang A Weber,et al.  Use of PET for monitoring cancer therapy and for predicting outcome. , 2005, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[57]  Eric C Frey,et al.  Model-based compensation for quantitative 123I brain SPECT imaging , 2006, Physics in medicine and biology.

[58]  Thomas K. Lewellen,et al.  Modeling and incorporation of system response functions in 3-D whole body PET , 2006, IEEE Transactions on Medical Imaging.

[59]  D Visvikis,et al.  A multiresolution image based approach for correction of partial volume effects in emission tomography , 2006, Physics in medicine and biology.

[60]  Joel Karp,et al.  Consensus recommendations for the use of 18F-FDG PET as an indicator of therapeutic response in patients in National Cancer Institute Trials. , 2006, Journal of nuclear medicine : official publication, Society of Nuclear Medicine.

[61]  S. Libutti,et al.  Partial-Volume Correction in PET: Validation of an Iterative Postreconstruction Method with Phantom and Patient Data , 2007, Journal of Nuclear Medicine.