Skip to main content
Log in

Visual versus automated analysis of [I-123]FP-CIT SPECT scans in parkinsonism

  • Neurology and Preclinical Neurological Studies - Original Article
  • Published:
Journal of Neural Transmission Aims and scope Submit manuscript

Abstract

The clinical evaluation of dopamine transporter (DAT) SPECT scans typically relies on visual analysis in combination with an automated semi-quantitative method. The interpretation of the results may be difficult in cases that show disagreement between the two methods on the borderline of abnormality. The frequency and clinical characteristics of such cases are unclear. Automated semi-quantitative analyses and independent visual analyses by two experienced nuclear medicine physicians and four inexperienced raters were performed for 120 patients with clinically uncertain parkinsonism scanned with brain [I-123]FP-CIT SPECT. Agreement was evaluated with kappa statistics. The clinical characteristics of patients who had discrepant findings between the two analysis methods were investigated. The expert raters outperformed nonexperts in terms of agreement between visual and automated analyses (κ = 0.66, 0.72 vs. 0.23–0.54) and between raters (κ = 0.81 vs. 0.44–0.63). Twelve patients showed discrepant findings between the visual and automated analyses. These patients were older compared to other patients (p = 0.023), had 17.6 % lower mean striatal tracer binding compared to normal scans (p = 0.003) and 62.7 % higher compared to abnormal scans (p < 0.001). After a minimum of 4.5 years of clinical follow-up, none of these patients developed neurodegenerative parkinsonism. Clinical DAT SPECT scans show discrepancies between visual and automated analyses in 10 % of cases. The patients with discrepant findings are older, show normal to slightly abnormal tracer binding, and importantly, do not develop neurodegenerative parkinsonism syndromes. Visual analyses by experienced raters are reliable, but the diagnostic accuracy in discrepant cases can be improved by an automated method.

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.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Albert NL, Unterrainer M, Diemling M, Xiong G, Bartenstein P, Koch W, Varrone A, Dickson JC, Tossici-Bolt L, Sera T, Asenbaum S, Booij J, Kapucu L, Kluge A, Ziebell M, Darcourt J, Nobili F, Pagani M, Sabri O, Hesse S, Borght TV, Van Laere K, Tatsch K, la Fougère C (2016) Implementation of the European multicentre database of healthy controls for [(123)I]FP-CIT SPECT increases diagnostic accuracy in patients with clinically uncertain parkinsonian syndromes. Eur J Nucl Med Mol Imaging. doi:10.1007/s00259-015-3304-2

    Google Scholar 

  • Altman DG (1991) Practical statistics for medical research. Chapman and Hall, London

    Google Scholar 

  • Ba F, Martin WR (2015) Dopamine transporter imaging as a diagnostic tool for parkinsonism and related disorders in clinical practice. Parkinsonism Relat Disord 21:87–94. doi:10.1016/j.parkreldis.2014.11.007

    Article  PubMed  Google Scholar 

  • Badiavas K, Molyvda E, Iakovou I, Tsolaki M, Psarrakos K, Karatzas N (2011) SPECT imaging evaluation in movement disorders: far beyond visual assessment. Eur J Nucl Med Mol Imaging 38:764–773. doi:10.1007/s00259-010-1664-1

    Article  PubMed  Google Scholar 

  • Benamer TS, Patterson J, Grosset DG, Booij J, de Bruin K, van Royen E, Speelman JD, Horstink MH, Sips HJ, Dierckx RA, Versijpt J, Decoo D, Van Der Linden C, Hadley DM, Doder M, Lees AJ, Costa DC, Gacinovic S, Oertel WH, Pogarell O, Hoeffken H, Joseph K, Tatsch K, Schwarz J, Ries V (2000) Accurate differentiation of parkinsonism and essential tremor using visual assessment of [123I]-FP-CIT SPECT imaging: the [123I]-FP-CIT study group. Mov Disord 15:503–510. doi:10.1002/1531-8257(200005)15:3<503:AID-MDS1013>3.0.CO;2-V

    Article  CAS  PubMed  Google Scholar 

  • Brooks DJ (2012) Parkinson’s disease: diagnosis. Parkinsonism Relat Disord 18:31–33. doi:10.1016/S1353-8020(11)70012-8

    Article  Google Scholar 

  • Buchert R, Hutton C, Lange C, Hoppe P, Makowski M, Bamousa T, Platsch G, Brenner W, Declerck J (2015) Semiquantitative slab view display for visual evaluation of 123I-FP-CIT SPECT. Nucl Med Commun. doi:10.1097/MNM.0000000000000467

    Google Scholar 

  • Cohen J (1960) A coefficient of agreement for nominal scales. Educ Psychol Meas 20:37–46

    Article  Google Scholar 

  • Filippi L, Bruni C, Padovano F, Schillaci O, Simonetti G (2008) The value of semi-quantitative analysis of 123I-FP-CIT SPECT in evaluating patients with Parkinson’s disease. Neuroradiol J 21:505–509. doi:10.1177/197140090802100406

    Article  CAS  PubMed  Google Scholar 

  • Gerasimou G, Costa DC, Papanastasiou E, Bostanjiopoulou S, Arnaoutoglou M, Moralidis E, Aggelopoulou T, Gotzamani-Psarrakou A (2012) SPECT study with I-123-Ioflupane (DaTscan) in patients with essential tremor. Is there any correlation with Parkinson’s disease? Ann Nucl Med 26:337–344. doi:10.1007/s12149-012-0577-4

    Article  CAS  PubMed  Google Scholar 

  • Hauser RA, Grosset DG (2012) [123I]FP-CIT (DaTscan) SPECT brain imaging in patients with suspected Parkinsonian syndromes. J Neuroimaging 22:225–230. doi:10.1111/j.1552-6569.2011.00583.x

    Article  PubMed  Google Scholar 

  • Jaakkola E, Joutsa J, Kaasinen V (2016) Predictors of normal and abnormal outcome in clinical brain dopamine transporter imaging. J Neural Transm (Vienna) 123:205–209. doi:10.1007/s00702-015-1495-0

    Article  CAS  Google Scholar 

  • Jiménez-Jiménez FJ, Alonso-Navarro H, García-Martín E, Agúndez JA (2012) The relationship between Parkinson’s disease and essential tremor: review of clinical, epidemiologic, genetic, neuroimaging and neuropathological data, and data on the presence of cardinal signs of parkinsonism in essential tremor. Tremor Other Hyperkinet Mov (N Y) 2. doi:10.7916/D8FN14Z6

    Google Scholar 

  • Joutsa J, Johansson J, Kaasinen V (2015) Is occipital cortex a valid reference region in 123I-FP-CIT SPECT imaging? Clin Nucl Med 40:615–616. doi:10.1097/RLU.0000000000000794

    Article  PubMed  Google Scholar 

  • Kaasinen V, Kinos M, Joutsa J, Seppänen M, Noponen T (2014) Differences in striatal dopamine transporter density between tremor dominant and non-tremor Parkinson’s disease. Eur J Nucl Med Mol Imaging 41:1931–1937. doi:10.1007/s00259-014-2796-5

    Article  CAS  PubMed  Google Scholar 

  • Kaasinen V, Joutsa J, Noponen T, Johansson J, Seppänen M (2015) Effects of aging and gender on striatal and extrastriatal [(123)I]FP-CIT binding in Parkinson’s disease. Neurobiol Aging 36:1757–1763. doi:10.1016/j.neurobiolaging.2015.01.016

    Article  CAS  PubMed  Google Scholar 

  • Kägi G, Bhatia KP, Tolosa E (2010) The role of DAT-SPECT in movement disorders. J Neurol Neurosurg Psychiatry 81:5–12. doi:10.1136/jnnp.2008.157370

    Article  PubMed  Google Scholar 

  • Kahraman D, Eggers C, Schicha H, Timmermann L, Schmidt M (2012) Visual assessment of dopaminergic degeneration pattern in 123I-FP-CIT SPECT differentiates patients with atypical parkinsonian syndromes and idiopathic Parkinson’s disease. J Neurol 259:251–260. doi:10.1007/s00415-011-6163-1

    Article  PubMed  Google Scholar 

  • Koch W, Radau PE, Hamann C, Tatsch K (2005) Clinical testing of an optimized software solution for an automated, observer-independent evaluation of dopamine transporter SPECT studies. J Nucl Med 46:1109–1118

    PubMed  Google Scholar 

  • Kupsch AR, Bajaj N, Weiland F, Tartaglione A, Klutmann S, Buitendyk M, Sherwin P, Tate A, Grachev ID (2012) Impact of DaTscan SPECT imaging on clinical management, diagnosis, confidence of diagnosis, quality of life, health resource use and safety in patients with clinically uncertain parkinsonian syndromes: a prospective 1-year follow-up of an open-label controlled study. J Neurol Neurosurg Psychiatry 83:620–628. doi:10.1136/jnnp-2011-301695

    Article  PubMed  Google Scholar 

  • Lorberboym M, Treves TA, Melamed E, Lampl Y, Hellmann M, Djaldetti R (2006) [123I]-FP/CIT SPECT imaging for distinguishing drug-induced parkinsonism from Parkinson’s disease. Mov Disord 21:510–514. doi:10.1002/mds.20748

    Article  PubMed  Google Scholar 

  • Ottaviani S, Tinazzi M, Pasquin I, Nothdurfter W, Tomelleri G, Fincati E, Nordera G, Moretto G, Fiaschi A, Smania N, Giorgetti P, Antonini A (2006) Comparative analysis of visual and semi-quantitative assessment of striatal [123I]FP-CIT-SPET binding in Parkinson’s disease. Neurol Sci 27:397–401. doi:10.1007/s10072-006-0718-4

    Article  CAS  PubMed  Google Scholar 

  • Pencharz DR, Hanlon P, Chakravartty R, Navalkissoor S, Quigley AM, Wagner T (2014) Automated quantification with BRASS reduces equivocal reporting of DaTSCAN (123I-FP-CIT) SPECT studies. Nucl Med Rev Cent East Eur 17:65–69. doi:10.5603/NMR.2014.0019

    Article  PubMed  Google Scholar 

  • Scherfler C, Nocker M (2009) Dopamine transporter SPECT: how to remove subjectivity? Mov Disord 24:721–724. doi:10.1002/mds.22590

    Article  Google Scholar 

  • Seibyl JP, Kupsch A, Booij J, Grosset DG, Costa DC, Hauser RA, Darcourt J, Bajaj N, Walker Z, Marek K, McKeith I, O’Brien JT, Tatsch K, Tolosa E, Dierckx RA, Grachev ID (2014) Individual-reader diagnostic performance and between-reader agreement in assessment of subjects with Parkinsonian syndrome or dementia using 123I-ioflupane injection (DaTscan) imaging. J Nucl Med 55:1288–1296. doi:10.2967/jnumed.114.140228

    Article  CAS  PubMed  Google Scholar 

  • Söderlund TA, Dickson JC, Prvulovich E, Ben-Haim S, Kemp P, Booij J, Nobili F, Thomsen G, Sabri O, Koulibaly PM, Akdemir OU, Pagani M, van Laere K, Asenbaum-Nan S, George J, Sera T, Tatsch K, Bomanji J (2013) Value of semiquantitative analysis for clinical reporting of 123I-2-β-carbomethoxy-3β-(4-iodophenyl)-N-(3-fluoropropyl) nortropane SPECT studies. J Nucl Med 54:714–722. doi:10.2967/jnumed.112.110106

    Article  PubMed  Google Scholar 

  • Staff RT, Ahearn TS, Wilson K, Counsell CE, Taylor K, Caslake R, Davidson JE, Gemmell HG, Murray AD (2009) Shape analysis of 123I-N-omega-fluoropropyl-2-beta-carbomethoxy-3beta-(4-iodophenyl) nortropane single-photon emission computed tomography images in the assessment of patients with parkinsonian syndromes. Nucl Med Commun 30:194–201. doi:10.1097/MNM.0b013e328314b863

    Article  CAS  PubMed  Google Scholar 

  • Suárez-Piñera M, Prat ML, Mestre-Fusco A, Fuertes J, Mojal S, Balaguer E (2011) Interobserver agreement in the visual and semi-quantitative analysis of the 123I-FP-CIT SPECT images in the diagnosis of Parkinsonian syndrome. Rev Esp Med Nucl 30:229–235. doi:10.1016/j.remn.2011.02.009

    Article  PubMed  Google Scholar 

  • Thenganatt MA, Jankovic J (2016) The relationship between essential tremor and Parkinson’s disease. Parkinsonism Relat Disord 22:162–165. doi:10.1016/j.parkreldis.2015.09.032

    Article  Google Scholar 

  • Varrone A, Dickson JC, Tossici-Bolt L, Sera T, Asenbaum S, Booij J, Kapucu OL, Kluge A, Knudsen GM, Koulibaly PM, Nobili F, Pagani M, Sabri O, Vander Borght T, Van Laere K, Tatsch K (2013) European multicentre database of healthy controls for [123I]FP-CIT SPECT (ENC-DAT): age-related effects, gender differences and evaluation of different methods of analysis. Eur J Nucl Med Mol Imaging 40:213–227. doi:10.1007/s00259-012-2276-8

    Article  CAS  PubMed  Google Scholar 

  • Waln O, Wu Y, Perlman R, Wendt J, Van AK, Jankovic J (2015) Dopamine transporter imaging in essential tremor with and without parkinsonian features. J Neural Transm (Vienna) 122:1515–1521. doi:10.1007/s00702-015-1419-z

    Article  CAS  Google Scholar 

Download references

Acknowledgments

We thank the personnel of the Department of Nuclear Medicine in Turku University Hospital and Dr. Tero Vahlberg for assistance with the statistical analyses.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Elina Mäkinen.

Ethics declarations

Conflict of interest

The authors declare that they have no conflicts of interest.

Source of funding

The study was supported in part by the Finnish Parkinson Foundation, Turku University Foundation and Turku University Hospital (ERVA-funds). This was an independent academic study.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mäkinen, E., Joutsa, J., Johansson, J. et al. Visual versus automated analysis of [I-123]FP-CIT SPECT scans in parkinsonism. J Neural Transm 123, 1309–1318 (2016). https://doi.org/10.1007/s00702-016-1586-6

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00702-016-1586-6

Keywords

Navigation