Skip to main content
Log in

Evaluation of semi-quantitative method for quantification of dopamine transporter in human PET study with 18F-FE-PE2I

  • Original Article
  • Published:
Annals of Nuclear Medicine Aims and scope Submit manuscript

Abstract

Objectives

Positron emission tomography (PET) with 18F-FE-PE2I is useful for investigating the function of dopamine transporter, and kinetics of 18F-FE-PE2I could be described by standard two-tissue compartment model (2CM) using plasma input function. In this study, we investigated the feasibility of semi-quantitative methods for estimating binding potential (BPND) and transporter occupancy to shorten the scan period and to reduce the effect of statistical noise on quantitative outcomes using computer simulation and human PET studies with 18F-FE-PE2I.

Methods

In the simulations, time-activity curves (TACs) for the putamen with a wide range of BPND were generated. In these TACs, BPNDs were estimated by standardized uptake value ratio (SUVR) using various integration intervals and the simplified reference tissue model (SRTM) with the cerebellum as reference region, and reduction of BPND assuming transporter occupancy by antipsychotics was calculated from BPND obtained from TACs with various BPND values. These estimates were evaluated by comparison with those of 2CM. In human studies with normal volunteers, BPNDs were estimated in the caudate and putamen using SUVR and SRTM with the cerebellar reference region, and compared with BPND by standard 2CM.

Results

In the simulations, BPND estimated by SUVR with late time frames and SRTM showed linear correlation with those by 2CM, although the estimates by SUVR were overestimated and affected by the cerebral blood flow as BPND became higher. As for transporter occupancy, SRTM showed higher linearity with 2CM and less effect of statistical noise than the SUVR method. In human studies, BPND by SRTM and SUVR with late time frames showed good correlation with BPND by 2CM.

Conclusions

Although SRTM is more reliable than the SUVR method for BPND and occupancy estimation, SUVR using late time frames has the potential to provide practical indices of BPND and occupancy with a shorter scan period.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8

Similar content being viewed by others

References

  1. Rinne JO, Ruottinen H, Bergman J, Haaparanta M, Sonninen P, Solin O. Usefulness of a dopamine transporter PET ligand [18F]β-CFT in assessing disability in Parkinson’s disease. J Neurol Neurosurg Psychiatry. 1999;67(6):737–41.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  2. Ginovart N, Lundin A, Farde L, Halldin C, Bäckman L, Swahn CG, et al. PET study of the pre- and post-synaptic dopaminergic markers for the neurodegenerative process in Huntington’s disease. Brain. 1997;120(3):503–14.

    Article  PubMed  Google Scholar 

  3. Jucaite A, Fernell E, Halldin C, Forssberg H, Farde L. Reduced midbrain dopamine transporter binding in male adolescents with attention-deficit/hyperactivity disorder: association between striatal dopamine markers and motor hyperactivity. Biol Psychiatry. 2005;57(3):229–38.

    Article  CAS  PubMed  Google Scholar 

  4. Arakawa R, Ichimiya T, Ito H, Takano A, Okumura M, Takahashi H, et al. Increase in thalamic binding of [11C]PE2I in patients with schizophrenia: a positron emission tomography study of dopamine transporter. J Psychiatr Res. 2009;43(15):1219–23.

    Article  PubMed  Google Scholar 

  5. Halldin C, Erixon-Lindroth N, Pauli S, Chou YH, Okubo Y, Karlsson P, et al. [11C]PE2I: a highly selective radioligand for PET examination of the dopamine transporter in monkey and human brain. Eur J Nucl Med Mol Imaging. 2003;30(9):1220–30.

    Article  CAS  PubMed  Google Scholar 

  6. 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;63(10):871–80.

    Article  CAS  PubMed  Google Scholar 

  7. Jucaite A, Odano I, Olsson H, Pauli S, Halldin C, Farde L. Quantitative analyses of regional [11C]PE2I binding to the dopamine transporter in the human brain: a PET study. Eur J Nucl Med Mol Imaging. 2006;33(6):657–68.

    Article  CAS  PubMed  Google Scholar 

  8. 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 [11C]PE2I: quantitative modeling and test-retest reproducibility. J Cereb Blood Flow Metab. 2008;28(5):1059–69.

    Article  CAS  PubMed  Google Scholar 

  9. DeLorenzo C. Kumar JSD., Zanderigo F, Mann JJ, Parsey RV. Modeling considerations for in vivo quantification of the dopamine transporter using [11C]PE2I and positron emission tomography. J Cereb Blood Flow Metab. 2009;29(7):1332–45.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  10. Seki C, Ito H, Ichimiya T, Arakawa R, Ikoma Y, Shidahara M, et al. Quantitative analysis of dopamine transporters in human brain using [11C]PE2I and positron emission tomography: evaluation of reference tissue models. Ann Nucl Med. 2010;24(4):249–60.

    Article  PubMed  Google Scholar 

  11. Shetty HU, Zoghbi SS, Liow JS, Ichise M, Hong J, Musachio JL, et al. Identification and regional distribution in rat brain of radiometabolites of the dopamine transporter PET radioligand [11C]PE2I. Eur J Nucl Med Mol Imaging. 2007;34(5):667–78.

  12. Varrone A, Tóth M, Steiger C, Takano A, Guilloteau D, Ichise M, et al. Kinetic analysis and quantification of the dopamine transporter in the nonhuman primate brain with 11C-PE2I and 18F-FE-PE2I. J Nucl Med. 2011;52(1):132–9.

    Article  CAS  PubMed  Google Scholar 

  13. Sasaki T, Ito H, Kimura Y, Arakawa R, Takano H, Seki C, et al. Quantification of dopamine transporter in human brain using PET with 18F-FE-PE2I. J Nucl Med. 2012;53(7):1065–73.

    Article  CAS  PubMed  Google Scholar 

  14. Ito H, Hietala J, Blomqvist G, Halldin C, Farde L. Comparison of the transient equilibrium and continuous infusion method for quantitative PET analysis of [11C]raclopride binding. J Cereb Blood Flow Metab. 1998;18(9):941–50.

    Article  CAS  PubMed  Google Scholar 

  15. Lammertsma AA, Hume SP. Simplified reference tissue model for PET receptor studies. NeuroImage. 1996;4(3 Pt 1):153–8.

    Article  CAS  PubMed  Google Scholar 

  16. Farde L, Wiesel FA, Halldin C, Sedvall G. Central D2-dopamine receptor occupancy in schizophrenic patients treated with antipsychotic drugs. Arch Gen Psychiatry. 1988;45(1):71–6.

    Article  CAS  PubMed  Google Scholar 

  17. Logan J, Fowler JS, Volkow ND, Ding YS, Wang GJ, Alexoff DL. A strategy for removing the bias in the graphical analysis method. J Cereb Blood Flow Metab. 2001;21(3):307–20.

    Article  CAS  PubMed  Google Scholar 

  18. Schou M, Steiger C, Varrone A, Guilloteau D, Halldin C. Synthesis, radiolabeling and preliminary in vivo evaluation of [18F]FE-PE2I, a new probe for the dopamine transporter. Bioorg Med Chem Lett. 2009;19(16):4843–5.

    Article  CAS  PubMed  Google Scholar 

  19. Nordstrom AL, Farde L, Wiesel FA, Forslund K, Pauli S, Halldin C, et al. Central D2-dopamine receptor occupancy in relation to antipsychotic drug effects: a double-blind PET study of schizophrenic patients. Bioi Psychiatry. 1993;33(4):227–35.

    Article  CAS  Google Scholar 

  20. Nyberg S, Farde L, Eriksson L, Halldin C, Eriksson B. 5-HT2 and D2 dopamine receptor occupancy in the living human brain: a PET study with risperidone. Psychopharmacology. 1993;110(3):265–72.

    Article  CAS  PubMed  Google Scholar 

  21. Nakashima Y, Farde L. Comparison of currently applied methods for PET quantification of specific [11C]raclopride binding. J Cereb Blood Flow Metab. 1995;15:S643.

    Google Scholar 

  22. Brooks DJ, Ibanez V, Sawle GV, Playford ED, Quinn N, Mathias CJ, et al. Striatal D2 receptor status in patients with Parkinson’s disease, striatonigral degeneration, and progressive supranuclear palsy, measured with 11C-raclopride and positron emission tomography. Ann Neurol. 1992;31(2):184–92.

    Article  CAS  PubMed  Google Scholar 

  23. Rinne JO, Laihinen A, Rinne UK, Nagren K, Bergman J, Ruotsalainen U. PET study on striatal dopamine D2 receptor changes during the progression of early Parkinson’s disease. Mov Disord. 1993;8(2):134–8.

    Article  CAS  PubMed  Google Scholar 

  24. Volkow ND, Fowler JS, Wang GJ, Dewey SL, Schlyer D, MacGregor R, et al. Reproducibility of repeated measures of carbon-11-raclopride binding in the human brain. J Nucl Med. 1993;34(4):609–13.

    CAS  PubMed  Google Scholar 

  25. Lammertsma AA, Bench CJ, Hume SP, Osman S, Gunn K, Brooks DJ, et al. Comparison of methods for analysis of clinical [11C]raclopride studies. J Cereb Blood Flow Metab. 1996;16(1):42–52.

    Article  CAS  PubMed  Google Scholar 

  26. Farde L, Eriksson L, Blomquist G, Halldin C. Kinetic analysis of central [11C]raclopride binding to D2-dopamine receptors studied by PET–a comparison to the equilibrium analysis. J Cereb Blood Flow Metab. 1989;9(5):696–708.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

We thank the staff of the clinical research support section, the clinical neuroimaging team, and the radiopharmaceutical production team at the molecular imaging center, National Institute of Radiological Sciences for their assistance in conducting the PET studies.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yoko Ikoma.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Ikoma, Y., Sasaki, T., Kimura, Y. et al. Evaluation of semi-quantitative method for quantification of dopamine transporter in human PET study with 18F-FE-PE2I. Ann Nucl Med 29, 697–708 (2015). https://doi.org/10.1007/s12149-015-0993-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12149-015-0993-3

Keywords

Navigation