Log in

Brain 18F-FDG PET for the diagnosis of autoimmune encephalitis: a systematic review and a meta-analysis

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

Abstract

Objective

To consolidate current understanding of detection sensitivity of brain 18F-FDG PET scans in the diagnosis of autoimmune encephalitis and to define specific metabolic imaging patterns for the most frequently occurring autoantibodies.

Methods

A systematic and exhaustive search of data available in the literature was performed by querying the PubMed/MEDLINE and Cochrane databases for the search terms: ((PET) OR (positron emission tomography)) AND ((FDG) OR (fluorodeoxyglucose)) AND ((encephalitis) OR (brain inflammation)). Studies had to satisfy the following criteria: (i) include at least ten pediatric or adult patients suspected or diagnosed with autoimmune encephalitis according to the current recommendations, (ii) specifically present 18F-FDG PET and/or morphologic imaging findings. The diagnostic 18F-FDG PET detection sensitivity in autoimmune encephalitis was determined for all cases reported in this systematic review, according to a meta-analysis following the PRISMA method, and selected publication quality was assessed with the QUADAS-2 tool.

Results

The search strategy identified 626 articles including references from publications. The detection sensitivity of 18F-FDG PET was 87% (80–92%) based on 21 publications and 444 patients included in the meta-analysis. We also report specific brain 18F-FDG PET imaging patterns for the main encephalitis autoantibody subtypes.

Conclusion and relevance

Brain 18F-FDG PET has a high detection sensitivity and should be included in future diagnostic autoimmune encephalitis recommendations. Specific metabolic 18F-FDG PET patterns corresponding to the main autoimmune encephalitis autoantibody subtypes further enhance the value of this diagnostic.

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

  1. Graus F, Titulaer MJ, Balu R, et al. A clinical approach to diagnosis of autoimmune encephalitis. Lancet Neurol. 2016;15(4):391–404. https://doi.org/10.1016/S1474-4422(15)00401-9.

    Article  PubMed  PubMed Central  Google Scholar 

  2. Jmor F, Emsley HC, Fischer M, Solomon T, Lewthwaite P. The incidence of acute encephalitis syndrome in Western industrialised and tropical countries. Virol J. 2008;5(1):134. https://doi.org/10.1186/1743-422X-5-134.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Titulaer MJ, McCracken L, Gabilondo I, et al. Treatment and prognostic factors for long-term outcome in patients with anti-NMDA receptor encephalitis: an observational cohort study. Lancet Neurol. 2013;12(2):157–65. https://doi.org/10.1016/S1474-4422(12)70310-1.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Granerod J, Ambrose HE, Davies NW, et al. Causes of encephalitis and differences in their clinical presentations in England: a multicentre, population-based prospective study. Lancet Infect Dis. 2010;10(12):835–44. https://doi.org/10.1016/S1473-3099(10)70222-X.

    Article  PubMed  Google Scholar 

  5. Mailles A, Stahl J. Infectious encephalitis in France in 2007: a national prospective study. Clin Infect Dis. 2009;49(12):1838–47. https://doi.org/10.1086/648419.

    Article  PubMed  Google Scholar 

  6. Cózar Santiago MDP, Sanchez Jurado R, Sanz Llorens R, Aguilar Barrios JE, Ferrer Rebolleda J. Limbic encephalitis diagnosed With 18F-FDG PET/CT. Clin Nucl Med. 2016;41(2):e101–3. https://doi.org/10.1097/RLU.0000000000001076.

    Article  Google Scholar 

  7. Lancaster E, Martinez-Hernandez E, Dalmau J. Encephalitis and antibodies to synaptic and neuronal cell surface proteins. Neurology. 2011;77(2):179–89. https://doi.org/10.1212/WNL.0b013e318224afde.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Rosenfeld MR, Dalmau J. Paraneoplastic neurologic disorders: a brief overview. Memo. 2012;5(3):197–200. https://doi.org/10.1007/s12254-012-0034-z.

    Article  PubMed  PubMed Central  Google Scholar 

  9. McKeon A. Paraneoplastic and other autoimmune disorders of the central nervous system. Neurohospitalist. 2013;3(2):53–64. https://doi.org/10.1177/1941874412453339.

    Article  PubMed  PubMed Central  Google Scholar 

  10. Dutra LA, Abrantes F, Toso FF, Pedroso JL, Barsottini OGP, Hoftberger R. Autoimmune encephalitis: a review of diagnosis and treatment. Arq Neuropsiquiatr. 2018;76(1):41–9. https://doi.org/10.1590/0004-282X20170176.

    Article  PubMed  Google Scholar 

  11. Darnell RB, Posner JB. Paraneoplastic syndromes involving the nervous system. N Engl J Med. 2003;349(16):1543–54. https://doi.org/10.1056/NEJMra023009.

    Article  CAS  PubMed  Google Scholar 

  12. Armangue T, Leypoldt F, Dalmau J. Autoimmune encephalitis as differential diagnosis of infectious encephalitis. Curr Opin Neurol. 2014;27(3):361–8. https://doi.org/10.1097/WCO.0000000000000087.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. Heine J, Prüss H, Bartsch T, Ploner CJ, Paul F, Finke C. Imaging of autoimmune encephalitis--relevance for clinical practice and hippocampal function. Neuroscience. 2015;309:68–83. https://doi.org/10.1016/j.neuroscience.2015.05.037.

    Article  CAS  PubMed  Google Scholar 

  14. Diaz-Arias LA, Pardo CA, Probasco JC. Autoimmune encephalitis in the intensive care unit. In: Nelson SE, Nyquist PA, eds. Neurointensive Care Unit. Current Clinical Neurology. Springer International Publishing; 2020:249–263. https://doi.org/10.1007/978-3-030-36548-6_17.

  15. Guerin J, Watson RE, Carr CM, Liebo GB, Kotsenas AL. Autoimmune epilepsy: findings on MRI and FDG-PET. Br J Radiol. 2019;92(1093). https://doi.org/10.1259/bjr.20170869.

  16. Kyritsis AP, Markoula S, Alexiou G, et al. Diagnosis and treatment of limbic encephalitis in the cancer patient. Future Oncol Published online June 8, 2020. https://doi.org/10.2217/fon-2020-0080.

  17. Wang H, **ao Z. Current progress on assessing the prognosis for anti-N-methyl-D-aspartate receptor (NMDAR) encephalitis. Biomed Res Int. 2020;2020:7506590. https://doi.org/10.1155/2020/7506590.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Husari KS, Dubey D. Autoimmune epilepsy. Neurotherapeutics. 2019;16(3):685–702. https://doi.org/10.1007/s13311-019-00750-3.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Bacchi S, Franke K, Wewegama D, Needham E, Patel S, Menon D. Magnetic resonance imaging and positron emission tomography in anti-NMDA receptor encephalitis: a systematic review. J Clin Neurosci. 2018;52:54–9. https://doi.org/10.1016/j.jocn.2018.03.026.

    Article  PubMed  Google Scholar 

  20. Dalmau J, Geis C, Graus F. Autoantibodies to synaptic receptors and neuronal cell surface proteins in autoimmune diseases of the central nervous system. Physiol Rev. 2017;97(2):839–87. https://doi.org/10.1152/physrev.00010.2016.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Arbizu J, Giuliani A, Gállego Perez-Larraya J, et al. Emerging clinical issues and multivariate analyses in PET investigations. Q J Nucl Med Mol Imaging. 2017;61(4):386–404. https://doi.org/10.23736/S1824-4785.17.03024-2.

    Article  PubMed  Google Scholar 

  22. Venkatraman A, Opal P. Paraneoplastic cerebellar degeneration with anti-Yo antibodies – a review. Ann Clin Transl Neurol. 2016;3(8):655–63. https://doi.org/10.1002/acn3.328.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Lim M, Gorman M. Autoimmune neurologic disorders in children. Handb Clin Neurol. 2016;133:485–510. https://doi.org/10.1016/B978-0-444-63432-0.00026-8.

    Article  PubMed  Google Scholar 

  24. Quartuccio N, Caobelli F, Evangelista L, et al. The role of PET/CT in the evaluation of patients affected by limbic encephalitis: a systematic review of the literature. J Neuroimmunol. 2015;284:44–8. https://doi.org/10.1016/j.jneuroim.2015.05.002.

    Article  CAS  PubMed  Google Scholar 

  25. Lee S-W, Park M, Lee S-K, Park Y-B. The efficacy of brain F-fluorodeoxyglucose positron emission tomography in neuropsychiatric lupus patients with normal brain magnetic resonance imaging findings. Lupus. 2012;21(14):1531–7. https://doi.org/10.1177/0961203312459104.

    Article  CAS  PubMed  Google Scholar 

  26. McInnes MDF, Moher D, Thombs BD, et al. Preferred reporting items for a systematic review and meta-analysis of diagnostic test accuracy studies: the PRISMA-DTA statement. JAMA. 2018;319(4):388–96. https://doi.org/10.1001/jama.2017.19163.

    Article  PubMed  Google Scholar 

  27. Whiting PF, Rutjes AWS, Westwood ME, et al. QUADAS-2: a revised tool for the quality assessment of diagnostic accuracy studies. Ann Intern Med. 2011;155(8):529–36. https://doi.org/10.7326/0003-4819-155-8-201110180-00009.

    Article  PubMed  Google Scholar 

  28. Kerik-Rotenberg N, Diaz-Meneses I, Hernandez-Ramirez R, et al. A metabolic brain pattern associated with anti-N-methyl-D-aspartate receptor encephalitis. Psychosomatics. 2020;61(1):39–48. https://doi.org/10.1016/j.psym.2019.08.007.

    Article  PubMed  Google Scholar 

  29. Turpin S, Martineau P, Levasseur M-A, et al. 18F-Flurodeoxyglucose positron emission tomography with computed tomography (FDG PET/CT) findings in children with encephalitis and comparison to conventional imaging. Eur J Nucl Med Mol Imaging. 2019;46(6):1309–24. https://doi.org/10.1007/s00259-019-04302-x.

    Article  PubMed  Google Scholar 

  30. Schubert J, Brämer D, Huttner HB, et al. Management and prognostic markers in patients with autoimmune encephalitis requiring ICU treatment. Neurol Neuroimmunol Neuroinflamm. 2018;6(1). https://doi.org/10.1212/NXI.0000000000000514.

  31. Probasco JC, Solnes L, Nalluri A, et al. Abnormal brain metabolism on FDG-PET/CT is a common early finding in autoimmune encephalitis. Neurol Neuroimmunol Neuroinflamm. 2017;4(4):e352. https://doi.org/10.1212/NXI.0000000000000352.

    Article  PubMed  PubMed Central  Google Scholar 

  32. Fiorella DJ, Provenzale JM, Coleman RE, Crain BJ, Al-Sugair AA. (18)F-fluorodeoxyglucose positron emission tomography and MR imaging findings in Rasmussen encephalitis. AJNR Am J Neuroradiol. 2001;22(7):1291–9.

    CAS  PubMed  PubMed Central  Google Scholar 

  33. Malter MP, Helmstaedter C, Urbach H, Vincent A, Bien CG. Antibodies to glutamic acid decarboxylase define a form of limbic encephalitis. Ann Neurol. 2010;67(4):470–8. https://doi.org/10.1002/ana.21917.

    Article  PubMed  Google Scholar 

  34. Aupy J, Collongues N, Blanc F, Tranchant C, Hirsch E, De Seze J. Encéphalites dysimmunitaires, données cliniques, radiologiques et immunologiques. Rev Neurol. 2013;169(2):142–53. https://doi.org/10.1016/j.neurol.2012.05.014.

    Article  CAS  PubMed  Google Scholar 

  35. Baumgartner A, Rauer S, Mader I, Meyer PT. Cerebral FDG-PET and MRI findings in autoimmune limbic encephalitis: correlation with autoantibody types. J Neurol. 2013;260(11):2744–53. https://doi.org/10.1007/s00415-013-7048-2.

    Article  PubMed  Google Scholar 

  36. Shin Y-W, Lee S-T, Shin J-W, et al. VGKC-complex/LGI1-antibody encephalitis: clinical manifestations and response to immunotherapy. J Neuroimmunol. 2013;265(1–2):75–81. https://doi.org/10.1016/j.jneuroim.2013.10.005.

    Article  CAS  PubMed  Google Scholar 

  37. Masangkay N, Basu S, Moghbel M, Kwee T, Alavi A. Brain 18F-FDG-PET characteristics in patients with paraneoplastic neurological syndrome and its correlation with clinical and MRI findings. Nucl Med Commun. 2014;35(10):1038–46. https://doi.org/10.1097/MNM.0000000000000163.

    Article  PubMed  Google Scholar 

  38. Wegner F, Wilke F, Raab P, et al. Anti-leucine rich glioma inactivated 1 protein and anti-N-methyl-D-aspartate receptor encephalitis show distinct patterns of brain glucose metabolism in 18F-fluoro-2-deoxy-d-glucose positron emission tomography. BMC Neurol. 2014;14(1):136. https://doi.org/10.1186/1471-2377-14-136.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Flanagan EP, Kotsenas AL, Britton JW, et al. Basal ganglia T1 hyperintensity in LGI1-autoantibody faciobrachial dystonic seizures. Neurol Neuroimmunol Neuroinflamm. 2015;2(6). https://doi.org/10.1212/NXI.0000000000000161.

  40. Solnes LB, Jones KM, Rowe SP, et al. Diagnostic value of 18 F-FDG PET/CT versus MRI in the setting of antibody-specific autoimmune encephalitis. J Nucl Med. 2017;58(8):1307–13. https://doi.org/10.2967/jnumed.116.184333.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Jang Y, Lee S-T, Bae J-Y, et al. LGI1 expression and human brain asymmetry: insights from patients with LGI1-antibody encephalitis. J Neuroinflammation. 2018;15. https://doi.org/10.1186/s12974-018-1314-2.

  42. Steriade C, Moosa ANV, Hantus S, Prayson RA, Alexopoulos A, Rae-Grant A. Electroclinical features of seizures associated with autoimmune encephalitis. Seizure. 2018;60:198–204. https://doi.org/10.1016/j.seizure.2018.06.021.

    Article  PubMed  Google Scholar 

  43. Tripathi M, Tripathi M, Roy SG, et al. Metabolic topography of autoimmune non-paraneoplastic encephalitis. Neuroradiology. 2018;60(2):189–98. https://doi.org/10.1007/s00234-017-1956-2.

    Article  PubMed  Google Scholar 

  44. Falip M, Rodriguez-Bel L, Castañer S, et al. Hippocampus and insula are targets in epileptic patients with glutamic acid decarboxylase antibodies. Front Neurol. 2018;9:1143. https://doi.org/10.3389/fneur.2018.01143.

    Article  PubMed  Google Scholar 

  45. Lv R-J, Pan J, Zhou G, et al. Semi-quantitative FDG-PET analysis increases the sensitivity compared with visual analysis in the diagnosis of autoimmune encephalitis. Front Neurol. 2019;10:576. https://doi.org/10.3389/fneur.2019.00576.

    Article  PubMed  PubMed Central  Google Scholar 

  46. Strohm T, Steriade C, Wu G, Hantus S, Rae-Grant A, Larvie M. FDG-PET and MRI in the evolution of new-onset refractory status Epilepticus. Am J Neuroradiol. 2019;40(2):238–44. https://doi.org/10.3174/ajnr.A5929.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Deuschl C, Rüber T, Ernst L, et al. 18F-FDG-PET/MRI in the diagnostic work-up of limbic encephalitis. Treglia G, ed. PLoS One. 2020;15(1):e0227906. https://doi.org/10.1371/journal.pone.0227906.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Liu X, Shan W, Zhao X, et al. The clinical value of 18F-FDG-PET in autoimmune encephalitis associated with LGI1 antibody. Front Neurol. 2020;11:418. https://doi.org/10.3389/fneur.2020.00418.

    Article  PubMed  PubMed Central  Google Scholar 

  49. Graus F. Recommended diagnostic criteria for paraneoplastic neurological syndromes. J Neurol Neurosurg Psychiatry. 2004;75(8):1135–40. https://doi.org/10.1136/jnnp.2003.034447.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Venkatesan A, Adatia K. Anti-NMDA-receptor encephalitis: from bench to clinic. ACS Chem Neurosci. 2017;8(12):2586–95. https://doi.org/10.1021/acschemneuro.7b00319.

    Article  CAS  PubMed  Google Scholar 

  51. Leypoldt F, Armangue T, Dalmau J. Autoimmune encephalopathies: autoimmune encephalopathies. Ann N Y Acad Sci. 2015;1338(1):94–114. https://doi.org/10.1111/nyas.12553.

    Article  CAS  PubMed  Google Scholar 

  52. Najjar S, Steiner J, Najjar A, Bechter K. A clinical approach to new-onset psychosis associated with immune dysregulation: the concept of autoimmune psychosis. J Neuroinflammation. 2018;15. https://doi.org/10.1186/s12974-018-1067-y.

  53. Staley EM, Jamy R, Phan AQ, Figge DA, Pham HP. N -methyl- D -aspartate receptor antibody encephalitis: a concise review of the disorder, diagnosis, and management. ACS Chem Neurosci. 2019;10(1):132–42. https://doi.org/10.1021/acschemneuro.8b00304.

    Article  CAS  PubMed  Google Scholar 

  54. Probasco JC, Solnes L, Nalluri A, et al. Decreased occipital lobe metabolism by FDG-PET/CT: an anti-NMDA receptor encephalitis biomarker. Neurol Neuroimmunol Neuroinflamm. 2018;5(1):e413. https://doi.org/10.1212/NXI.0000000000000413.

    Article  PubMed  Google Scholar 

  55. Goudot M, Frismand S, Hopes L, et al. GAD65-Ab encephalitis and subtle focal status epilepticus. Epileptic Disord. 2019;21(5):437–42. https://doi.org/10.1684/epd.2019.1094.

    Article  PubMed  Google Scholar 

  56. Varadkar S, Bien CG, Kruse CA, et al. Rasmussen’s encephalitis: clinical features, pathobiology, and treatment advances. Lancet Neurol. 2014;13(2):195–205. https://doi.org/10.1016/S1474-4422(13)70260-6.

    Article  PubMed  PubMed Central  Google Scholar 

  57. Dalmau J, Lancaster E, Martinez-Hernandez E, Rosenfeld MR, Balice-Gordon R. Clinical experience and laboratory investigations in patients with anti-NMDAR encephalitis. Lancet Neurol. 2011;10(1):63–74. https://doi.org/10.1016/S1474-4422(10)70253-2.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  58. Nobili F, Arbizu J, Bouwman F, et al. European Association of Nuclear Medicine and European Academy of Neurology recommendations for the use of brain 18 F-fluorodeoxyglucose positron emission tomography in neurodegenerative cognitive impairment and dementia: Delphi consensus. Eur J Neurol. 2018;25(10):1201–17. https://doi.org/10.1111/ene.13728.

    Article  CAS  PubMed  Google Scholar 

  59. Hansen N, Widman G, Stuff S, et al. Cancer frequency detected by positron emission tomography-computed tomography in limbic encephalitis. Epilepsy Behav. 2018;89:105–11. https://doi.org/10.1016/j.yebeh.2018.09.043.

    Article  PubMed  Google Scholar 

  60. Kampe KKW, Rotermund R, Tienken M, et al. Diagnostic value of positron emission tomography combined with computed tomography for evaluating critically ill neurological patients. Front Neurol. 2017;8. https://doi.org/10.3389/fneur.2017.00033.

  61. Leypoldt F, Buchert R, Kleiter I, et al. Fluorodeoxyglucose positron emission tomography in anti-N-methyl-D-aspartate receptor encephalitis: distinct pattern of disease. J Neurol Neurosurg Psychiatry. 2012;83(7):681–6. https://doi.org/10.1136/jnnp-2011-301969.

    Article  PubMed  Google Scholar 

  62. Verger A, Lagarde S, Maillard L, Bartolomei F, Guedj E. Brain molecular imaging in pharmacoresistant focal epilepsy: current practice and perspectives. Rev Neurol (Paris). Published online June 5, 2017. https://doi.org/10.1016/j.neurol.2017.05.001.

Download references

Availability of data and material

The data that support the findings of this study are available on request from the corresponding author (AV).

Code availability

Not applicable.

Author information

Authors and Affiliations

Authors

Contributions

All authors contributed significantly to the analysis and interpretation of the data (MB, MD, MBC, AV), to the writing of the manuscript (EM, AV) and to the revision of the manuscript (EG, AK, LT, AV).

Corresponding author

Correspondence to Antoine Verger.

Ethics declarations

Ethics approval and consent to participate

This article does not contain any studies with human participants or animals performed by any of the authors.

Consent for publication

The consent has been obtained for each patient for whom their FDG PET images are included in the manuscript.

Conflicts of interest

The authors declare no competing interests.

Additional information

Publisher’s note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

This article is part of the Topical Collection on Neurology

Supplementary information

ESM 1

(DOCX 1097 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Bordonne, M., Chawki, M.B., Doyen, M. et al. Brain 18F-FDG PET for the diagnosis of autoimmune encephalitis: a systematic review and a meta-analysis. Eur J Nucl Med Mol Imaging 48, 3847–3858 (2021). https://doi.org/10.1007/s00259-021-05299-y

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00259-021-05299-y

Keywords

Navigation