Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Ability of Swept-source OCT and OCT-angiography to detect neuroretinal and vasculature changes in patients with Parkinson disease and essential tremor

Abstract

Background/Objectives

To evaluate the ability of swept-source optical coherence tomography (SS-OCT) implemented with angiography analysis (SS-OCTA) to detect neuro-retinal and vasculature changes in patients with Parkinson’s disease (PD) and essential tremor (ET), and to distinguish between both pathologies.

Subjects/Methods

A total 42 PD and 26 ET patients and 146 controls underwent retinal evaluation using SS-OCT plus OCT-Angio™. The macular (m) and peripapillary (p) retinal nerve fiber layer (RNFL) and ganglion cell layer (GCL), and macular vasculature were assessed. A Linear discriminant function (LDF) was calculated to evaluate the diagnostic ability of SS-OCTA in both PD and ET.

Results

PD patients presented a reduction in mRNFL (p < 0.005), mGCL (all sectors, p < 0.05) and pRNFL (p < 0.005) vs healthy controls, and in mRNFL and pRNFL vs ET patients (p < 0.001). ET patients showed a significant reduction in mGCL vs controls (p < 0.001). No differences were observed in the macular vasculature between groups. Predictive diagnostic variables were significant only for PD and a LDF was obtained with an area under the ROC curve of 0.796.

Conclusions

Neuro-retinal thinning is present in both diseases, being greater in PD. While SS-OCT could be useful in diagnosing ET and PD, the diagnostic potential for SS-OCTA based on an LDF applies only to PD, not ET.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Vasculature analysis obtained using Triton (Topcon, Japan) SS-OCT angiography in a healthy subject included in the study.
Fig. 2: Macular measurements of the ganglion cell layer in controls, Parkinson’s disease (PD), and essential tremor (ET) patients.

Similar content being viewed by others

Data availability

Data supporting the conclusions of this study will be available upon reasonable request to the corresponding author.

References

  1. Louis ED, Ferreira JJ. How common is the most common adult movement disorder? Update on the worldwide prevalence of essential tremor. Mov Disord. 2010;25:534–41.

    Article  PubMed  Google Scholar 

  2. Louis ED. The primary type of tremor in essential tremor is kinetic rather than postural: cross-sectional observation of tremor phenomenology in 369 cases. Eur J Neurol. 2013;20:725–7.

    Article  CAS  PubMed  Google Scholar 

  3. Louis ED, Frucht SJ, Rios E. Intention tremor in essential tremor: Prevalence and association with disease duration. Mov Disord. 2009;24:626–7.

    Article  PubMed  PubMed Central  Google Scholar 

  4. Rao AK, Louis ED. Ataxic Gait in Essential Tremor: A Disease-Associated Feature? Tremor Other Hyperkinet Mov (NY). 2019 9. https://doi.org/10.7916/d8-28jq-8t52

  5. Benito-Leon J, Labiano-Fontcuberta A. Linking Essential Tremor to the Cerebellum: Clinical Evidence. Cerebellum 2016;15:253–62.

    Article  PubMed  Google Scholar 

  6. Grimaldi G, Manto M. Is essential tremor a Purkinjopathy? The role of the cerebellar cortex in its pathogenesis. Mov Disord. 2013;28:1759–61.

    Article  PubMed  Google Scholar 

  7. Marin-Lahoz J, Gironell A. Linking Essential Tremor to the Cerebellum: Neurochemical Evidence. Cerebellum 2016;15:243–52.

    Article  CAS  PubMed  Google Scholar 

  8. Khoo TK, Yarnall AJ, Duncan GW, Coleman S, O’Brien JT, Brooks DJ, et al. The spectrum of nonmotor symptoms in early Parkinson disease. Neurology 2013;80:276–81.

    Article  PubMed  PubMed Central  Google Scholar 

  9. Kwon DH, Kim JM, Oh SH, Jeong HJ, Park SY, Oh ES, et al. Seven-Tesla magnetic resonance images of the substantia nigra in Parkinson disease. Ann Neurol. 2012;71:267–77.

    Article  PubMed  Google Scholar 

  10. Hajee ME, March WF, Lazzaro DR, Wolintz AH, Shrier EM, Glazman S, et al. Inner retinal layer thinning in Parkinson disease. Arch Ophthalmol. 2009;127:737–41.

    Article  PubMed  Google Scholar 

  11. Fekete R, Jankovic J. Revisiting the relationship between essential tremor and Parkinson’s disease. Mov Disord. 2011;26:391–8.

    Article  CAS  PubMed  Google Scholar 

  12. Minen MT, Louis ED. Emergence of Parkinson’s disease in essential tremor: a study of the clinical correlates in 53 patients. Mov Disord. 2012;23:1602–5.

    Article  Google Scholar 

  13. Inzelberg R, Ramirez JA, Nisipeanu P, Ophir A. Retinal nerve fiber layer thinning in Parkinson’s disease. Vis Res. 2004;44:2793–97.

    Article  PubMed  Google Scholar 

  14. Satue M, Obis J, Alarcia R, Rodrigo MJ, Vilades E. Gracia et al. Retinal and choroidal changes in patients with Parkinson’s disease detected by Swept source Optical coherence tomography. Curr Eye Res. 2018;43:109–15.

    Article  PubMed  Google Scholar 

  15. Tsokolas G, Tsaousis KT, Diakonis VF, Matsou A, Tyradellis S. Optical Coherence Tomography Angiography in Neurodegenerative Diseases: A Review. Eye Brain. 2020;12:73–87.

    Article  PubMed  PubMed Central  Google Scholar 

  16. Cordon B, Vilades E, Orduna E, Satue M, Perez-Velilla J, Sebastian B, et al. Angiography with optical coherence tomography as a biomarker in multiple sclerosis. PLoS ONE. 2020;15:e0243236.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Tugcu B, Melikov A, Yildiz GB, Gökcal E, Ercan R, Uysal O, et al. Evaluation of retinal alterations in Parkinson disease and tremor diseases. Acta Neurol Belg. 2020;120:107–13.

    Article  PubMed  Google Scholar 

  18. Cubo E, Tedejo RP, Rodriguez-Mendez V, López-Peña MJ, Trejo-Gabriel Y, Galán JM. Retina thickness in Parkinson’s disease and essential tremor. Mov Disord. 2010;25:2461–2.

    Article  PubMed  Google Scholar 

  19. Turkel Y, Ornek N, Dag E, Ornek K, Alpua M, Ogurel T, et al. Retinal nerve fiber layer thickness in patients with essential tremor. Neurol Asia. 2015;20:363–6.

    Google Scholar 

  20. Reichmann H. Clinical criteria for the diagnosis of Parkinson’s disease. Neurodegenerative Dis. 2010;7:284–90. https://doi.org/10.1159/000314478

    Article  Google Scholar 

  21. Satue M, Garcia-Martin E, Fuertes I, Otin S, Alarcia R, Dolz I, et al. Use of Fourier-domain OCT to detect retinal nerve fiber layer degeneration in Parkinson’s disease patients. EYE (Lond). 2013;27:507–14.

    Article  CAS  PubMed  Google Scholar 

  22. Polo V, Satue M, Rodrigo MJ, Otin S, Alarcia R, Bambo MP, et al. Visual dysfunction and its correlation with retinal changes in patients with Parkinson’s disease: an observational cross-sectional study. BMJ Open. 2016;6:e009658.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  23. Bodis-Wollner I. Retinopathy in Parkinson disease. J Neural Transm. 2009;116:1493–501.

    Article  PubMed  Google Scholar 

  24. Tak AZA, Şengül Y, Karadağ AS. Evaluation of thickness of retinal nerve fiber layer, ganglion cell layer, and choroidal thickness in essential tremor: can eyes be a clue for neurodegeneration? Acta Neurol Belg. 2018;118:235–41.

    Article  PubMed  Google Scholar 

  25. Herrero R, Garcia-Martin E, Almarcegui C, Ara JR, Rodriguez-Mena R, Martin J, et al. Progressive degeneration of the retinal nerve fiber layer in patients with multiple sclerosis. Investig Ophthalmol Vis Sci. 2012;53:8344–9.

    Article  Google Scholar 

  26. Garcia-Martin E, Pablo LE, Herrero R, Satue M, Polo V, Larrosa JM, et al. Diagnostic ability of a linear discriminant function for Spectral domain optical coherence tomography in multiple sclerosis patients. Ophthalmology 2012;119:1705–11.

    Article  PubMed  Google Scholar 

  27. Garcia-Martin E, Polo V, Bambo MP, Pinilla J, Larrosa JM, Satue M, et al. Reliability and validity of Cirrus and Spectralis optical coherence tomography for detecting retinal atrophy in Alzheimer’s disease. EYE (Lond). 2014;28:680–90.

    Article  PubMed  Google Scholar 

  28. Louis ED, Faust PL, Vonsattel JP, Honig LS, Rajput A, Robinson CA, et al. Neuropathological changes in essential tremor: 33 cases compared with 21 controls. Brain 2007;130:3297–307.

    Article  PubMed  Google Scholar 

  29. Kwapong WR, Ye H, Peng C, Zhuang X, Wang J, Shen M, et al. Retinal microvascular impairment in the early stages of Parkinson’s disease. Investig Ophthalmol Vis Sci. 2018;59:4115–22.

    Article  CAS  Google Scholar 

  30. Garcia-Martin E, Satue M, Otin S, Fuertes I, Alarcia R, Larrosa JM, et al. Retina measurements for diagnosis of Parkinson disease. Retina 2014;34:971–80.

    Article  PubMed  Google Scholar 

Download references

Funding

This research received no specific funding from any agency in the commercial or not-for-profit sectors. This paper was supported by PI17/01726, PI17/01946 and PI20/00437 (Carlos III Health Institute), and by MAT2017-83858-C2-2 and PID2020-113281RB-C22 MINECO/AEI/ERDF, EU. MS was supported by the Juan Rodes program (Carlos III Health Institute, CM17/00010).

Author information

Authors and Affiliations

Authors

Contributions

MS was responsible for the conception and design, interpretation of data, drafting of paper and final approval of the version to be published. LC, AP, EV, BC and JME carried out the acquisition, analysis and interpretation of data, critical revision of draft and the final approval of the version to be published. EMC and EGM were responsible for the conception and design, interpretation of data, critical revision of draft and final approval of the version to be published: All authors discussed the results and commented on the paper.

Corresponding author

Correspondence to Maria Satue.

Ethics declarations

Competing interests

The authors report no competing interests. The authors alone are responsible for the content and writing of the paper. The authors have no proprietary or commercial interest in any materials discussed in this paper.

Additional information

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

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Satue, M., Castro, L., Vilades, E. et al. Ability of Swept-source OCT and OCT-angiography to detect neuroretinal and vasculature changes in patients with Parkinson disease and essential tremor. Eye 37, 1314–1319 (2023). https://doi.org/10.1038/s41433-022-02112-4

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41433-022-02112-4

This article is cited by

Search

Quick links