Skip to main content
Log in

Test–retest reproducibility of [11C]PBR28 binding to TSPO in healthy control subjects

  • Original Article
  • Published:
European Journal of Nuclear Medicine and Molecular Imaging Aims and scope Submit manuscript

Abstract

Purpose

The PET radioligand [11C]PBR28 binds to the translocator protein (TSPO), a marker of brain immune activation. We examined the reproducibility of [11C]PBR28 binding in healthy subjects with quantification on a regional and voxel-by-voxel basis. In addition, we performed a preliminary analysis of diurnal changes in TSPO availability.

Methods

Twelve subjects were examined using a high-resolution research tomograph and [11C]PBR28, six in the morning and afternoon of the same day, and six in the morning on two separate days. Regional volumes of distribution (V T) were derived using a region-of-interest based two-tissue compartmental analysis (2TCM), as well as a parametric approach. Metabolite-corrected arterial plasma was used as input function.

Results

For the whole sample, the mean absolute variability in V T in the grey matter (GM) was 18.3 ± 12.7 %. Intraclass correlation coefficients in GM regions ranged from 0.90 to 0.94. Reducing the time of analysis from 91 to 63 min yielded a variability of 16.9 ± 14.9 %. There was a strong correlation between the parametric and 2TCM-derived GM values (r = 0.99). A significant increase in GM V T was observed between the morning and afternoon examinations when using secondary methods of quantification (p = 0.028). In the subjects examined at the same time of the day, the absolute variability was 15.9 ± 12.2 % for the 91-min 2TCM data.

Conclusion

V T of [11C]PBR28 binding showed medium reproducibility and high reliability in GM regions. Our findings support the use of parametric approaches for determining [11C]PBR28 V T values, and indicate that the acquisition time could be shortened. Diurnal changes in TSPO binding in the brain may be a potential confounder in clinical studies and should be investigated further.

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

Similar content being viewed by others

References

  1. Raivich G. Like cops on the beat: the active role of resting microglia. Trends Neurosci. 2005;28:571–3.

    Article  CAS  PubMed  Google Scholar 

  2. Venneti S, Lopresti BJ, Wiley CA. The peripheral benzodiazepine receptor (translocator protein 18kDa) in microglia: from pathology to imaging. Prog Neurobiol. 2006;80:308–22.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  3. Papadopoulos V, Baraldi M, Guilarte TR, Knudsen TB, Lacapère JJ, Lindemann P, et al. Translocator protein (18kDa): new nomenclature for the peripheral-type benzodiazepine receptor based on its structure and molecular function. Trends Pharmacol Sci. 2006;27:402–9.

    Article  CAS  PubMed  Google Scholar 

  4. Cagnin A, Kassiou M, Meikle SR, Banati RB. Positron emission tomography imaging of neuroinflammation. Neurotherapeutics. 2007;4:443–52.

    Article  CAS  PubMed  Google Scholar 

  5. Imaizumi M, Briard E, Zoghbi SS, Gourley JP, Hong J, Fujimura Y, et al. Brain and whole-body imaging in nonhuman primates of [11C]PBR28, a promising PET radioligand for peripheral benzodiazepine receptors. Neuroimage. 2008;39:1289–98.

    Article  PubMed Central  PubMed  Google Scholar 

  6. Jučaite A, Cselényi Z, Arvidsson A, Ahlberg G, Julin P, Varnäs K, et al. Kinetic analysis and test-retest variability of the radioligand [11C](R)-PK11195 binding to TSPO in the human brain – a PET study in control subjects. EJNMMI Res. 2012;2:15.

    Article  PubMed Central  PubMed  Google Scholar 

  7. Hirvonen J, Aalto S, Lumme V, Någren K, Kajander J, Vilkman H, et al. Measurement of striatal and thalamic dopamine D2 receptor binding with 11C-raclopride. Nucl Med Commun. 2003;24:1207–14.

    Article  CAS  PubMed  Google Scholar 

  8. Owen DR, Matthews PM. Imaging brain microglial activation using positron emission tomography and translocator protein-specific radioligands. Int Rev Neurobiol. 2011;101:19–39.

    Article  CAS  PubMed  Google Scholar 

  9. Fujita M, Imaizumi M, Zoghbi SS, Fujimura Y, Farris AG, Suhara T, et al. Kinetic analysis in healthy humans of a novel positron emission tomography radioligand to image the peripheral benzodiazepine receptor, a potential biomarker for inflammation. Neuroimage. 2008;40:43–52

    Article  PubMed Central  PubMed  Google Scholar 

  10. Kreisl WC, Fujita M, Fujimura Y, Kimura N, Jenko KJ, Kannan P, et al. Comparison of [11C]-(R)-PK 11195 and [11C]PBR28, two radioligands for translocator protein (18 kDa) in human and monkey: implications for positron emission tomographic imaging of this inflammation biomarker. Neuroimage. 2010;49:2924–32.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  11. Hannestad J, Gallezot JD, Schafbauer T, Lim K, Kloczynski T, Morris ED, et al. Endotoxin-induced systemic inflammation activates microglia: [11C]PBR28 positron emission tomography in nonhuman primates. Neuroimage. 2012;63:232–9.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  12. Kreisl WC, Lyoo CH, McGwier M, Snow J, Jenko KJ, Kimura N, et al. In vivo radioligand binding to translocator protein correlates with severity of Alzheimer’s disease. Brain. 2013;136:2228–38.

    Article  PubMed Central  PubMed  Google Scholar 

  13. Oh U, Fujita M, Ikonomidou VN, Evangelou IE, Matsuura E, Harberts E, et al. Translocator protein PET imaging for glial activation in multiple sclerosis. J Neuroimmune Pharmacol. 2011;6:354–61.

    Article  PubMed Central  PubMed  Google Scholar 

  14. Fujita M, Mahanty S, Zoghbi SS, Ferraris Araneta MD, Hong J, Pike VW, et al. PET reveals inflammation around calcified Taenia solium granulomas with perilesional edema. PLoS One. 2013;8:e74052.

  15. Nakao A. Temporal regulation of cytokines by the circadian clock. J Immunol Res. 2014;2014:614529

    Article  PubMed Central  PubMed  Google Scholar 

  16. Curtis AM, Bellet MM, Sassone-Corsi P, O’Neill LA. Circadian clock proteins and immunity. Immunity. 2014;40:178–86.

    Article  CAS  PubMed  Google Scholar 

  17. Owen DR, Yeo AJ, Gunn RN, Song K, Wadsworth G, Lewis A, et al. An 18-kDa translocator protein (TSPO) polymorphism explains differences in binding affinity of the PET radioligand PBR28. J Cereb Blood Flow Metab. 2012;32:1–5.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  18. Briard E, Zoghbi SS, Imaizumi M, Gourley JP, Shetty HU, Hong J, et al. Synthesis and evaluation in monkey of two sensitive 11C-labeled aryloxyanilide ligands for imaging brain peripheral benzodiazepine receptors in vivo. J Med Chem. 2008;51:17–30

    Article  CAS  PubMed  Google Scholar 

  19. Bergström M, Boëthius J, Eriksson L, Greitz T, Ribbe T, Widén L. Head fixation device for reproducible position alignment in transmission CT and positron emission tomography. J Comput Assist Tomogr. 1981;5:136–41.

    Article  PubMed  Google Scholar 

  20. Varrone A, Sjöholm N, Eriksson L, Gulyás B, Halldin C, Farde L. Advancement in PET quantification using 3D-OP-OSEM point spread function reconstruction with the HRRT. Eur J Nucl Med Mol Imaging. 2009;36:1639–50.

    Article  PubMed  Google Scholar 

  21. 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;9:696–708.

    Article  CAS  PubMed  Google Scholar 

  22. Tzourio-Mazoyer N, Landeau B, Papathanassiou D, Crivello F, Etard O, Delcroix N, et al. Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain. Neuroimage. 2002;15:273–89.

    Article  CAS  PubMed  Google Scholar 

  23. Innis RB, Cunningham VJ, Delforge J, Fujita M, Gjedde A, Gunn RN, et al. Consensus nomenclature for in vivo imaging of reversibly binding radioligands. J Cereb Blood Flow Metab. 2007;27:1533–9.

    Article  CAS  PubMed  Google Scholar 

  24. Cselényi Z, Olsson H, Halldin C, Gulyás B, Farde L. A comparison of recent parametric neuroreceptor mapping approaches based on measurements with the high affinity PET radioligands [11C]FLB 457 and [11C]WAY 100635. Neuroimage. 2006;32:1690–708.

    Article  PubMed  Google Scholar 

  25. Schain M, Tóth M, Cselényi Z, Arakawa R, Halldin C, Farde L, et al. Improved mapping and quantification of serotonin transporter availability in the human brainstem with the HRRT. Eur J Nucl Med Mol Imaging. 2013;40:228–37.

    Article  CAS  PubMed  Google Scholar 

  26. Turkheimer FE, Aston JA, Banati RB, Riddell C, Cunningham VJ. A linear wavelet filter for parametric imaging with dynamic PET. IEEE Trans Med Imaging. 2003;22:289–301.

    Article  PubMed  Google Scholar 

  27. McGraw KO, Wong SP. Forming inferences about some intraclass correlation coefficients. Psychol Methods. 1996;1:30–46.

    Article  Google Scholar 

  28. Narendran R, Lopresti BJ, Mason NS, Deuitch L, Paris J, Himes ML, et al. Cocaine abuse in humans is not associated with increased microglial activation: an 18-kDa translocator protein positron emission tomography imaging study with [11C]PBR28. J Neurosci. 2014;34:9945–50.

    Article  PubMed Central  PubMed  Google Scholar 

  29. Kreisl WC, Jenko KJ, Hines CS, Lyoo CH, Corona W, Morse CL, et al. A genetic polymorphism for translocator protein 18 kDa affects both in vitro and in vivo radioligand binding in human brain to this putative biomarker of neuroinflammation. J Cereb Blood Flow Metab. 2013;33:53–8.

  30. Yoder KK, Nho K, Risacher SL, Kim S, Shen L, Saykin AJ. Influence of TSPO genotype on 11C-PBR28 standardized uptake values. J Nucl Med. 2013;54:1320–2.

  31. Owen DR, Guo Q, Kalk NJ, Colasanti A, Kalogiannopoulou D, Dimber R, et al. Determination of [(11)C]PBR28 binding potential in vivo: a first human TSPO blocking study. J Cereb Blood Flow Metab. 2014;34:989–94.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

  32. Haus E, Smolensky MH. Biologic rhythms in the immune system. Chronobiol Int. 1999;16:581–622.

    Article  CAS  PubMed  Google Scholar 

  33. Agorastos A, Hauger RL, Barkauskas DA, Moeller-Bertram T, Clopton PL, Haji U, et al. Circadian rhythmicity, variability and correlation of interleukin-6 levels in plasma and cerebrospinal fluid of healthy men. Psychoneuroendocrinology. 2014;44:71–82.

    Article  CAS  PubMed  Google Scholar 

  34. Schain M, Benjaminsson S, Varnäs K, Forsberg A, Halldin C, Lansner A, et al. Arterial input function derived from pairwise correlations between PET-image voxels. J Cereb Blood Flow Metab. 2013;33:1058–65.

    Article  PubMed Central  CAS  PubMed  Google Scholar 

Download references

Acknowledgments

We thank Ruyji Nakao for his diligent work with metabolite analyses, and Martin Schain for his generous help in calculating the ICCs. We also thank the other members of the PET group for their close assistance during this study.

Compliance with ethical standards

Funding

The research leading to these results received funding from the Swedish Research Council (VR 09114), the European Union’s Seventh Framework Programme (FP7/2007-2013) under grant agreement no. HEALTH-F2-2011-278850 (INMIND), Karolinska Institutet and PRIMA Barn och vuxenpsykiatri AB. The contribution of I.Y. was supported by MindView (Multimodal Imaging of Neurological Disorders; project reference 603002), and the European Commission's Framework Programme FP7-HEALTH.

Conflicts of interest

L.F. is employed part time at the AstraZeneca Translational Science Center at Karolinska Institutet. S.C. has received grant support from AstraZeneca as coinvestigator, and has served as a one-off speaker for Roche and Otsuka Pharmaceuticals. A.V. has received funding from CHDI Foundations Inc. All other authors declare that they have no conflict of interest.

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the principles of the 1964 Declaration of Helsinki and its later amendments or comparable ethical standards.

Informed consent

Informed consent was obtained from all individual participants included in the study.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to K. Collste.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Collste, K., Forsberg, A., Varrone, A. et al. Test–retest reproducibility of [11C]PBR28 binding to TSPO in healthy control subjects. Eur J Nucl Med Mol Imaging 43, 173–183 (2016). https://doi.org/10.1007/s00259-015-3149-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00259-015-3149-8

Keywords

Navigation