Skip to main content
Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging 10/2009

01.10.2009 | Original Article

Advancement in PET quantification using 3D-OP-OSEM point spread function reconstruction with the HRRT

verfasst von: Andrea Varrone, Nils Sjöholm, Lars Eriksson, Balazs Gulyás, Christer Halldin, Lars Farde

Erschienen in: European Journal of Nuclear Medicine and Molecular Imaging | Ausgabe 10/2009

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Image reconstruction including the modelling of the point spread function (PSF) is an approach improving the resolution of the PET images. This study assessed the quantitative improvements provided by the implementation of the PSF modelling in the reconstruction of the PET data using the High Resolution Research Tomograph (HRRT).

Methods

Measurements were performed on the NEMA-IEC/2001 (Image Quality) phantom for image quality and on an anthropomorphic brain phantom (STEPBRAIN). PSF reconstruction was also applied to PET measurements in two cynomolgus monkeys examined with [18F]FE-PE2I (dopamine transporter) and with [11C]MNPA (D2 receptor), and in one human subject examined with [11C]raclopride (D2 receptor).

Results

PSF reconstruction increased the recovery coefficient (RC) in the NEMA phantom by 11–40% and the grey to white matter ratio in the STEPBRAIN phantom by 17%. PSF reconstruction increased binding potential (BP ND) in the striatum and midbrain by 14 and 18% in the [18F]FE-PE2I study, and striatal BP ND by 6 and 10% in the [11C]MNPA and [11C]raclopride studies.

Conclusion

PSF reconstruction improved quantification by increasing the RC and thus reducing the partial volume effect. This method provides improved conditions for PET quantification in clinical studies with the HRRT system, particularly when targeting receptor populations in small brain structures.
Literatur
1.
2.
Zurück zum Zitat Heiss WD, Habedank B, Klein JC, Herholz K, Wienhard K, Lenox M, et al. Metabolic rates in small brain nuclei determined by high-resolution PET. J Nucl Med 2004;45:1811–5.PubMed Heiss WD, Habedank B, Klein JC, Herholz K, Wienhard K, Lenox M, et al. Metabolic rates in small brain nuclei determined by high-resolution PET. J Nucl Med 2004;45:1811–5.PubMed
3.
Zurück zum Zitat Horti AG, Fan H, Kuwabara H, Hilton J, Ravert HT, Holt DP, et al. 11C-JHU75528: a radiotracer for PET imaging of CB1 cannabinoid receptors. J Nucl Med 2006;47:1689–96.PubMed Horti AG, Fan H, Kuwabara H, Hilton J, Ravert HT, Holt DP, et al. 11C-JHU75528: a radiotracer for PET imaging of CB1 cannabinoid receptors. J Nucl Med 2006;47:1689–96.PubMed
4.
Zurück zum Zitat Leroy C, Comtat C, Trébossen R, Syrota A, Martinot JL, Ribeiro MJ. Assessment of 11C-PE2I binding to the neuronal dopamine transporter in humans with the high-spatial-resolution PET scanner HRRT. J Nucl Med 2007;48:538–46. doi:10.2967/jnumed.106.037283.PubMedCrossRef Leroy C, Comtat C, Trébossen R, Syrota A, Martinot JL, Ribeiro MJ. Assessment of 11C-PE2I binding to the neuronal dopamine transporter in humans with the high-spatial-resolution PET scanner HRRT. J Nucl Med 2007;48:538–46. doi:10.​2967/​jnumed.​106.​037283.PubMedCrossRef
5.
Zurück zum Zitat Hirvonen J, Johansson J, Teräs M, Oikonen V, Lumme V, Virsu P, et al. Measurement of striatal and extrastriatal dopamine transporter binding with high-resolution PET and [(11) C]PE2I: quantitative modeling and test-retest reproducibility. J Cereb Blood Flow Metab 2008;28:1059–69. doi:10.1038/sj.jcbfm.9600607.PubMedCrossRef Hirvonen J, Johansson J, Teräs M, Oikonen V, Lumme V, Virsu P, et al. Measurement of striatal and extrastriatal dopamine transporter binding with high-resolution PET and [(11) C]PE2I: quantitative modeling and test-retest reproducibility. J Cereb Blood Flow Metab 2008;28:1059–69. doi:10.​1038/​sj.​jcbfm.​9600607.PubMedCrossRef
8.
Zurück zum Zitat Quarantelli M, Berkouk K, Prinster A, Landeau B, Svarer C, Balkay L, et al. Integrated software for the analysis of brain PET/SPECT studies with partial-volume-effect correction. J Nucl Med 2004;45:192–201.PubMed Quarantelli M, Berkouk K, Prinster A, Landeau B, Svarer C, Balkay L, et al. Integrated software for the analysis of brain PET/SPECT studies with partial-volume-effect correction. J Nucl Med 2004;45:192–201.PubMed
9.
Zurück zum Zitat Rousset OG, Ma Y, Evans AC. Correction for partial volume effects in PET: principle and validation. J Nucl Med 1998;39:904–11.PubMed Rousset OG, Ma Y, Evans AC. Correction for partial volume effects in PET: principle and validation. J Nucl Med 1998;39:904–11.PubMed
11.
Zurück zum Zitat Müller-Gärtner HW, Links JM, Prince JL, Bryan RN, McVeigh E, Leal JP, et al. Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects. J Cereb Blood Flow Metab 1992;12:571–83.PubMed Müller-Gärtner HW, Links JM, Prince JL, Bryan RN, McVeigh E, Leal JP, et al. Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects. J Cereb Blood Flow Metab 1992;12:571–83.PubMed
12.
Zurück zum Zitat Hong IK, Chung ST, Kim HK, Kim YB, Son YD, Cho ZH. Ultra fast symmetry and SIMD-based projection-backprojection (SSP) algorithm for 3-D PET image reconstruction. IEEE Trans Med Imaging 2007;26:789–803. doi:10.1109/TMI.2007.892644.PubMedCrossRef Hong IK, Chung ST, Kim HK, Kim YB, Son YD, Cho ZH. Ultra fast symmetry and SIMD-based projection-backprojection (SSP) algorithm for 3-D PET image reconstruction. IEEE Trans Med Imaging 2007;26:789–803. doi:10.​1109/​TMI.​2007.​892644.PubMedCrossRef
13.
Zurück zum Zitat Comtat C, Sureau FC, Sibomana M, Hong IK, Sjöholm N, Trébossen R. Image based resolution modeling for the HRRT OSEM reconstructions software. Paper presented at: IEEE Nuclear Science Symposium Conference Record, 2008; Dresden, Germany. Comtat C, Sureau FC, Sibomana M, Hong IK, Sjöholm N, Trébossen R. Image based resolution modeling for the HRRT OSEM reconstructions software. Paper presented at: IEEE Nuclear Science Symposium Conference Record, 2008; Dresden, Germany.
15.
Zurück zum Zitat Daube-Witherspoon ME, Karp JS, Casey ME, DiFilippo FP, Hines H, Muehllehner G, et al. PET performance measurements using the NEMA NU 2–2001 standard. J Nucl Med 2002;43:1398–409.PubMed Daube-Witherspoon ME, Karp JS, Casey ME, DiFilippo FP, Hines H, Muehllehner G, et al. PET performance measurements using the NEMA NU 2–2001 standard. J Nucl Med 2002;43:1398–409.PubMed
17.
Zurück zum Zitat Alfano B, Prinster A, Quarantelli M, Brunetti A, Salvatore M. STEPBRAIN: A stereolitographed phantom of the brain for nuclear medicine, computed tomography, and magnetic resonance applications. Paper presented at: RSNA, 2003. Alfano B, Prinster A, Quarantelli M, Brunetti A, Salvatore M. STEPBRAIN: A stereolitographed phantom of the brain for nuclear medicine, computed tomography, and magnetic resonance applications. Paper presented at: RSNA, 2003.
18.
Zurück zum Zitat Odano I, Halldin C, Karlsson P, Varrone A, Airaksinen AJ, Krasikova RN, et al. [(18)F]Flumazenil binding to central benzodiazepine receptor studies by PET—quantitative analysis and comparisons with [(11)C]flumazenil. Neuroimage 2009;45:891–902.PubMedCrossRef Odano I, Halldin C, Karlsson P, Varrone A, Airaksinen AJ, Krasikova RN, et al. [(18)F]Flumazenil binding to central benzodiazepine receptor studies by PET—quantitative analysis and comparisons with [(11)C]flumazenil. Neuroimage 2009;45:891–902.PubMedCrossRef
19.
Zurück zum Zitat Clark JD, Gebhart GF, Gonder JC, Keeling ME, Kohn DF. Special Report: The 1996 Guide for the Care and Use of Laboratory Animals. ILAR J 1997;38:41–8.PubMed Clark JD, Gebhart GF, Gonder JC, Keeling ME, Kohn DF. Special Report: The 1996 Guide for the Care and Use of Laboratory Animals. ILAR J 1997;38:41–8.PubMed
20.
Zurück zum Zitat Varrone A, Steiger C, Schou M, Takano A, Finnema SJ, Guilloteau D, et al. In vitro autoradiography and in vivo evaluation in cynomolgus monkey of [18F]FE-PE2I, a new dopamine transporter PET radioligand. Synapse. 2009; In press. Varrone A, Steiger C, Schou M, Takano A, Finnema SJ, Guilloteau D, et al. In vitro autoradiography and in vivo evaluation in cynomolgus monkey of [18F]FE-PE2I, a new dopamine transporter PET radioligand. Synapse. 2009; In press.
22.
Zurück zum Zitat Karlsson P, Farde L, Halldin C, Swahn CG, Sedvall G, Foged C, et al. PET examination of [11C]NNC 687 and [11C]NNC 756 as new radioligands for the D1-dopamine receptor. Psychopharmacology (Berl) 1993;113:149–56. doi:10.1007/BF02245691.CrossRef Karlsson P, Farde L, Halldin C, Swahn CG, Sedvall G, Foged C, et al. PET examination of [11C]NNC 687 and [11C]NNC 756 as new radioligands for the D1-dopamine receptor. Psychopharmacology (Berl) 1993;113:149–56. doi:10.​1007/​BF02245691.CrossRef
25.
26.
Zurück zum Zitat Roland PE, Graufelds CJ, Wahlin J, Ingelman L, Andersson M, Ledberg A, et al. Human brain atlas: for high-resolution functional and anatomical mapping. Hum Brain Mapp 1994;1:173–84. doi:10.1002/hbm.460010303.CrossRef Roland PE, Graufelds CJ, Wahlin J, Ingelman L, Andersson M, Ledberg A, et al. Human brain atlas: for high-resolution functional and anatomical mapping. Hum Brain Mapp 1994;1:173–84. doi:10.​1002/​hbm.​460010303.CrossRef
27.
Zurück zum Zitat Giovacchini G, Toczek MT, Bonwetsch R, Bagic A, Lang L, Fraser C, et al. 5-HT 1A receptors are reduced in temporal lobe epilepsy after partial-volume correction. J Nucl Med 2005;46:1128–35.PubMed Giovacchini G, Toczek MT, Bonwetsch R, Bagic A, Lang L, Fraser C, et al. 5-HT 1A receptors are reduced in temporal lobe epilepsy after partial-volume correction. J Nucl Med 2005;46:1128–35.PubMed
Metadaten
Titel
Advancement in PET quantification using 3D-OP-OSEM point spread function reconstruction with the HRRT
verfasst von
Andrea Varrone
Nils Sjöholm
Lars Eriksson
Balazs Gulyás
Christer Halldin
Lars Farde
Publikationsdatum
01.10.2009
Verlag
Springer-Verlag
Erschienen in
European Journal of Nuclear Medicine and Molecular Imaging / Ausgabe 10/2009
Print ISSN: 1619-7070
Elektronische ISSN: 1619-7089
DOI
https://doi.org/10.1007/s00259-009-1156-3

Weitere Artikel der Ausgabe 10/2009

European Journal of Nuclear Medicine and Molecular Imaging 10/2009 Zur Ausgabe