Skip to main content
Top
Published in: Molecular Imaging and Biology 2/2014

01-04-2014 | Research Article

Scatter Characterization and Correction for Simultaneous Multiple Small-Animal PET Imaging

Authors: Rameshwar Prasad, Habib Zaidi

Published in: Molecular Imaging and Biology | Issue 2/2014

Login to get access

Abstract

Purpose

The rapid growth and usage of small-animal positron emission tomography (PET) in molecular imaging research has led to increased demand on PET scanner's time. One potential solution to increase throughput is to scan multiple rodents simultaneously. However, this is achieved at the expense of deterioration of image quality and loss of quantitative accuracy owing to enhanced effects of photon attenuation and Compton scattering. The purpose of this work is, first, to characterize the magnitude and spatial distribution of the scatter component in small-animal PET imaging when scanning single and multiple rodents simultaneously and, second, to assess the relevance and evaluate the performance of scatter correction under similar conditions.

Methods

The LabPET™-8 scanner was modelled as realistically as possible using Geant4 Application for Tomographic Emission Monte Carlo simulation platform. Monte Carlo simulations allow the separation of unscattered and scattered coincidences and as such enable detailed assessment of the scatter component and its origin. Simple shape-based and more realistic voxel-based phantoms were used to simulate single and multiple PET imaging studies. The modelled scatter component using the single-scatter simulation technique was compared to Monte Carlo simulation results. PET images were also corrected for attenuation and the combined effect of attenuation and scatter on single and multiple small-animal PET imaging evaluated in terms of image quality and quantitative accuracy.

Results

A good agreement was observed between calculated and Monte Carlo simulated scatter profiles for single- and multiple-subject imaging. In the LabPET™-8 scanner, the detector covering material (kovar) contributed the maximum amount of scatter events while the scatter contribution due to lead shielding is negligible. The out-of field-of-view (FOV) scatter fraction (SF) is 1.70, 0.76, and 0.11 % for lower energy thresholds of 250, 350, and 400 keV, respectively. The increase in SF ranged between 25 and 64 % when imaging multiple subjects (three to five) of different size simultaneously in comparison to imaging a single subject. The spill-over ratio (SOR) increases with increasing the number of subjects in the FOV. Scatter correction improved the SOR for both water and air cold compartments of single and multiple imaging studies. The recovery coefficients for different body parts of the mouse whole-body and rat whole-body anatomical models were improved for multiple imaging studies following scatter correction.

Conclusions

The magnitude and spatial distribution of the scatter component in small-animal PET imaging of single and multiple subjects simultaneously were characterized, and its impact was evaluated in different situations. Scatter correction improves PET image quality and quantitative accuracy for single rat and simultaneous multiple mice and rat imaging studies, whereas its impact is insignificant in single mouse imaging.
Literature
1.
go back to reference Levin CS, Zaidi H (2007) Current trends in preclinical PET system design. PET Clinics 2:125–160CrossRef Levin CS, Zaidi H (2007) Current trends in preclinical PET system design. PET Clinics 2:125–160CrossRef
2.
go back to reference Rowland DJ, Cherry SR (2008) Small-animal preclinical nuclear medicine instrumentation and methodology. Sem Nucl Med 38:209–222CrossRef Rowland DJ, Cherry SR (2008) Small-animal preclinical nuclear medicine instrumentation and methodology. Sem Nucl Med 38:209–222CrossRef
3.
go back to reference Visser EP, Disselhorst JA, van Lier MGJTB et al (2011) Characterization and optimization of image quality as a function of reconstruction algorithms and parameter settings in a Siemens Inveon small-animal PET scanner using the NEMA NU 4–2008 standards. Nucl Instrum Meth A 629:357–367CrossRef Visser EP, Disselhorst JA, van Lier MGJTB et al (2011) Characterization and optimization of image quality as a function of reconstruction algorithms and parameter settings in a Siemens Inveon small-animal PET scanner using the NEMA NU 4–2008 standards. Nucl Instrum Meth A 629:357–367CrossRef
4.
5.
go back to reference Vaska P, Rubins DJ, Alexoff DL, Schiffer WK (2006) Quantitative imaging with the micro-PET small-animal PET tomograph. Int Rev Neurobiol 73:191–218PubMedCrossRef Vaska P, Rubins DJ, Alexoff DL, Schiffer WK (2006) Quantitative imaging with the micro-PET small-animal PET tomograph. Int Rev Neurobiol 73:191–218PubMedCrossRef
6.
go back to reference Fahey FH, Gage HD, Buchheimer N et al (2004) Evaluation of the quantitative capability of a high-resolution positron emission tomography scanner for small animal imaging. J Comput Assist Tomogr 28:842–848PubMedCrossRef Fahey FH, Gage HD, Buchheimer N et al (2004) Evaluation of the quantitative capability of a high-resolution positron emission tomography scanner for small animal imaging. J Comput Assist Tomogr 28:842–848PubMedCrossRef
7.
go back to reference Mannheim JG, Judenhofer MS, Schmid A et al (2012) Quantification accuracy and partial volume effect in dependence of the attenuation correction of a state-of-the-art small animal PET scanner. Phys Med Biol 57:3981–3993PubMedCrossRef Mannheim JG, Judenhofer MS, Schmid A et al (2012) Quantification accuracy and partial volume effect in dependence of the attenuation correction of a state-of-the-art small animal PET scanner. Phys Med Biol 57:3981–3993PubMedCrossRef
8.
go back to reference Prasad R, Zaidi H (2012) A cone-shaped phantom for assessment of small animal PET scatter fraction and count rate performance. Mol Imaging Biol 14:561–571PubMedCentralPubMedCrossRef Prasad R, Zaidi H (2012) A cone-shaped phantom for assessment of small animal PET scatter fraction and count rate performance. Mol Imaging Biol 14:561–571PubMedCentralPubMedCrossRef
9.
go back to reference Zaidi H, Koral KF (2004) Scatter modelling and compensation in emission tomography. Eur J Nucl Med Mol Imaging 31:761–782PubMedCrossRef Zaidi H, Koral KF (2004) Scatter modelling and compensation in emission tomography. Eur J Nucl Med Mol Imaging 31:761–782PubMedCrossRef
10.
go back to reference Schöder H, Erdi Y, Larson S, Yeung HD (2003) PET/CT: a new imaging technology in nuclear medicine. Eur J Nucl Med Mol Imaging 30:1419–1437PubMedCrossRef Schöder H, Erdi Y, Larson S, Yeung HD (2003) PET/CT: a new imaging technology in nuclear medicine. Eur J Nucl Med Mol Imaging 30:1419–1437PubMedCrossRef
11.
go back to reference Yang Y, Cherry SR (2006) Observations regarding scatter fraction and NEC measurements for small animal PET. IEEE Trans Nucl Sci 53:127–132CrossRef Yang Y, Cherry SR (2006) Observations regarding scatter fraction and NEC measurements for small animal PET. IEEE Trans Nucl Sci 53:127–132CrossRef
12.
go back to reference Konik A, Koesters T, Madsen MT, Sunderland JJ (2011) Evaluation of attenuation and scatter correction requirements as a function of object size in small animal PET imaging. IEEE Trans Nucl Sci 58:2308–2314CrossRef Konik A, Koesters T, Madsen MT, Sunderland JJ (2011) Evaluation of attenuation and scatter correction requirements as a function of object size in small animal PET imaging. IEEE Trans Nucl Sci 58:2308–2314CrossRef
13.
go back to reference Prasad R, Ay MR, Ratib O, Zaidi H (2011) CT-based attenuation correction on the FLEX Triumph™ preclinical PET/CT scanner. IEEE Trans Nucl Sci 58:66–75CrossRef Prasad R, Ay MR, Ratib O, Zaidi H (2011) CT-based attenuation correction on the FLEX Triumph™ preclinical PET/CT scanner. IEEE Trans Nucl Sci 58:66–75CrossRef
14.
go back to reference Bao Q, Newport D, Chen M, Stout DB, Chatziioannou AF (2009) Performance evaluation of the Inveon dedicated PET preclinical tomograph based on the NEMA NU-4 standards. J Nucl Med 50:401–408PubMedCentralPubMedCrossRef Bao Q, Newport D, Chen M, Stout DB, Chatziioannou AF (2009) Performance evaluation of the Inveon dedicated PET preclinical tomograph based on the NEMA NU-4 standards. J Nucl Med 50:401–408PubMedCentralPubMedCrossRef
15.
go back to reference Huisman MC, Reder S, Weber AW et al (2007) Performance evaluation of the Philips MOSAIC small animal PET scanner. Eur J Nucl Med Mol Imaging 34:532–540PubMedCrossRef Huisman MC, Reder S, Weber AW et al (2007) Performance evaluation of the Philips MOSAIC small animal PET scanner. Eur J Nucl Med Mol Imaging 34:532–540PubMedCrossRef
16.
go back to reference Prasad R, Ratib O, Zaidi H (2010) Performance evaluation of the FLEX Triumph™ X-PET scanner using the NEMA NU-04 standards. J Nucl Med 51:1608–1615PubMedCrossRef Prasad R, Ratib O, Zaidi H (2010) Performance evaluation of the FLEX Triumph™ X-PET scanner using the NEMA NU-04 standards. J Nucl Med 51:1608–1615PubMedCrossRef
17.
go back to reference Prasad R, Ratib O, Zaidi H (2011) NEMA NU-04-based performance characteristics of the LabPET-8™ small animal PET scanner. Phys Med Biol 56:6649–6664PubMedCrossRef Prasad R, Ratib O, Zaidi H (2011) NEMA NU-04-based performance characteristics of the LabPET-8™ small animal PET scanner. Phys Med Biol 56:6649–6664PubMedCrossRef
18.
go back to reference Goertzen AL, Bao Q, Bergeron M et al (2012) NEMA NU 4–2008 comparison of preclinical PET imaging systems. J Nucl Med 53:1300–1309PubMedCrossRef Goertzen AL, Bao Q, Bergeron M et al (2012) NEMA NU 4–2008 comparison of preclinical PET imaging systems. J Nucl Med 53:1300–1309PubMedCrossRef
19.
go back to reference Alexoff DL, Vaska P, Marsteller D et al (2003) Reproducibility of 11C-raclopride binding in the rat brain measured with the microPET R4: effects of scatter correction and tracer specific activity. J Nucl Med 44:815–822PubMed Alexoff DL, Vaska P, Marsteller D et al (2003) Reproducibility of 11C-raclopride binding in the rat brain measured with the microPET R4: effects of scatter correction and tracer specific activity. J Nucl Med 44:815–822PubMed
20.
go back to reference Aide N, Desmonts C, Briand M et al (2010) High-throughput small animal PET imaging in cancer research: evaluation of the capability of the Inveon scanner to image four mice simultaneously. Nucl Med Commun 31:851–858PubMed Aide N, Desmonts C, Briand M et al (2010) High-throughput small animal PET imaging in cancer research: evaluation of the capability of the Inveon scanner to image four mice simultaneously. Nucl Med Commun 31:851–858PubMed
21.
go back to reference Siepel FJ, van Lier MGJTB, Chen M, Disselhorst JA, Meeuwis APW, Oyen WJG et al (2010) Scanning multiple mice in a small-animal PET scanner: influence on image quality. Nucl Instr Meth A 621:605–610CrossRef Siepel FJ, van Lier MGJTB, Chen M, Disselhorst JA, Meeuwis APW, Oyen WJG et al (2010) Scanning multiple mice in a small-animal PET scanner: influence on image quality. Nucl Instr Meth A 621:605–610CrossRef
22.
go back to reference Aide N, Visser EP, Lheureux S et al (2012) The motivations and methodology for high-throughput PET imaging of small animals in cancer research. Eur J Nucl Med Mol Imaging 39:1497–1509PubMedCentralPubMedCrossRef Aide N, Visser EP, Lheureux S et al (2012) The motivations and methodology for high-throughput PET imaging of small animals in cancer research. Eur J Nucl Med Mol Imaging 39:1497–1509PubMedCentralPubMedCrossRef
23.
go back to reference Habte F, Ren G, Doyle T, et al (2011) High-throughput multiple mice imaging on microPET and microPET-CT scanners: Evaluation on image quantitation effect [abstract]. Proceedings of the World Molecular Imaging Congress, p. P568. Habte F, Ren G, Doyle T, et al (2011) High-throughput multiple mice imaging on microPET and microPET-CT scanners: Evaluation on image quantitation effect [abstract]. Proceedings of the World Molecular Imaging Congress, p. P568.
24.
go back to reference Bergeron M, Cadorette J, Beaudoin JF, Lepage MD, Robert G, Selivanov V et al (2009) Performance evaluation of the LabPET APD-based digital PET scanner. IEEE Trans Nucl Sci 56:10–16CrossRef Bergeron M, Cadorette J, Beaudoin JF, Lepage MD, Robert G, Selivanov V et al (2009) Performance evaluation of the LabPET APD-based digital PET scanner. IEEE Trans Nucl Sci 56:10–16CrossRef
25.
go back to reference Zaidi H (1999) Relevance of accurate Monte Carlo modeling in nuclear medical imaging. Med Phys 26:574–608PubMedCrossRef Zaidi H (1999) Relevance of accurate Monte Carlo modeling in nuclear medical imaging. Med Phys 26:574–608PubMedCrossRef
27.
go back to reference Thielemans K, Tsoumpas C, Mustafovic S et al (2012) STIR: software for tomographic image reconstruction release 2. Phys Med Biol 57:867–883PubMedCrossRef Thielemans K, Tsoumpas C, Mustafovic S et al (2012) STIR: software for tomographic image reconstruction release 2. Phys Med Biol 57:867–883PubMedCrossRef
28.
go back to reference Zaidi H, Xu XG (2007) Computational anthropomorphic models of the human anatomy: the path to realistic Monte Carlo modeling in medical imaging. Annu Rev Biomed Eng 9:471–500PubMedCrossRef Zaidi H, Xu XG (2007) Computational anthropomorphic models of the human anatomy: the path to realistic Monte Carlo modeling in medical imaging. Annu Rev Biomed Eng 9:471–500PubMedCrossRef
29.
go back to reference Kesner AL, Dahlbom M, Huang SC et al (2006) Semiautomated analysis of small-animal PET data. J Nucl Med 47:1181–1186PubMed Kesner AL, Dahlbom M, Huang SC et al (2006) Semiautomated analysis of small-animal PET data. J Nucl Med 47:1181–1186PubMed
30.
go back to reference Gutierrez DF, Zaidi H (2012) Automated analysis of small animal PET studies through deformable registration to an atlas. Eur J Nucl Med Mol Imaging 39:1807–1820PubMedCentralPubMedCrossRef Gutierrez DF, Zaidi H (2012) Automated analysis of small animal PET studies through deformable registration to an atlas. Eur J Nucl Med Mol Imaging 39:1807–1820PubMedCentralPubMedCrossRef
31.
go back to reference National Electrical Manufacturers Association (2008) NEMA Standards Publication NU 4–2008. Performance Measurements of Small Animal Positron Emission Tomographs. Rosslyn, VA: National Electrical Manufacturers Association. National Electrical Manufacturers Association (2008) NEMA Standards Publication NU 4–2008. Performance Measurements of Small Animal Positron Emission Tomographs. Rosslyn, VA: National Electrical Manufacturers Association.
32.
go back to reference Segars WP, Tsui BM, Frey EC et al (2004) Development of a 4-D digital mouse phantom for molecular imaging research. Mol Imaging Biol 6:149–159PubMedCrossRef Segars WP, Tsui BM, Frey EC et al (2004) Development of a 4-D digital mouse phantom for molecular imaging research. Mol Imaging Biol 6:149–159PubMedCrossRef
33.
go back to reference Watson CC (2000) New, faster, image-based scatter correction for 3D PET. IEEE Trans Nucl Sci 47:1587–1594CrossRef Watson CC (2000) New, faster, image-based scatter correction for 3D PET. IEEE Trans Nucl Sci 47:1587–1594CrossRef
34.
go back to reference Tsoumpas C, Aguiar P, Nikita KS et al (2004) Evaluation of the single scatter simulation algorithm implemented in the STIR library. IEEE Nucl Sci Symp Conf Rec 6:3361–3365 Tsoumpas C, Aguiar P, Nikita KS et al (2004) Evaluation of the single scatter simulation algorithm implemented in the STIR library. IEEE Nucl Sci Symp Conf Rec 6:3361–3365
35.
go back to reference Adam LE, Karp JS, Brix G (1999) Investigation of scattered radiation in 3D whole-body positron emission tomography using Monte Carlo simulations. Phys Med Biol 44:2879–2895PubMedCrossRef Adam LE, Karp JS, Brix G (1999) Investigation of scattered radiation in 3D whole-body positron emission tomography using Monte Carlo simulations. Phys Med Biol 44:2879–2895PubMedCrossRef
Metadata
Title
Scatter Characterization and Correction for Simultaneous Multiple Small-Animal PET Imaging
Authors
Rameshwar Prasad
Habib Zaidi
Publication date
01-04-2014
Publisher
Springer US
Published in
Molecular Imaging and Biology / Issue 2/2014
Print ISSN: 1536-1632
Electronic ISSN: 1860-2002
DOI
https://doi.org/10.1007/s11307-013-0683-2

Other articles of this Issue 2/2014

Molecular Imaging and Biology 2/2014 Go to the issue