Abstract
The hypothesis that the effectiveness of neurosurgical procedures in Parkinson’s disease (PD) would be related to connectivity dysfunctions between the site of the stimulation and other brain regions is growing. This study aimed to assess resting-state functional connectivity between thalamic ventral intermediate nucleus (Vim) and the rest of the brain before and after thalamotomy in PD. A 76-year-old right-handed woman with refractory tremor-dominant PD was selected as a candidate for left Vim radiosurgery thalamotomy. Clinical and motion sensor evaluation and brain resting-state functional MRI (rs-fMRI) were carried out before treatment and 3, 6, and 12 months later. Targeted Vim was selected as region of interest and a seed-based rs-fMRI analysis was performed in the patient and ten age- and sex-matched controls at baseline and over time. Furthermore, a correlation analysis between functional connectivity and tremor data was carried out. Both clinical and motion sensor measurements showed a progressive tremor improvement over time on right side after radiosurgery. In the patient, seed-based analysis showed a significantly increased functional connectivity between targeted Vim and ipsilateral visual areas relative to controls before treatment. Over 1 year, a normalization of aberrant pre-therapeutic functional connectivity between Vim and visual areas was obtained. At correlation analysis, the reduction of tremor metrics over time, assessed by clinical evaluation and wearable motion sensors, was related to the reduction of the left Vim–left visual cortex functional connectivity. Our findings support the evidence that fMRI was able to detect targeted Vim connectivity and its changes over time after thalamotomy.
Data Availability
The dataset used and analyzed during the current study will be made available by the corresponding author upon request to qualified researchers (i.e., affiliated to a university or research institution/hospital).
References
Albano L, Agosta F, Basaia S, Cividini C, Stojkovic T, Sarasso E, Stankovic I, Tomic A, Markovic V, Stefanova E, Mortini P, Kostic VS, Filippi M (2022) Functional connectivity in Parkinson’s disease candidates for deep brain stimulation. NPJ Parkinsons Dis 8:4
Albano L, Emedoli D, Basaia S, Balestrino R, Pompeo E, Barzaghi LR, Iannaccone S, Mortini P, Agosta F, Filippi M (2022) Wearable motion sensors to track tremor changes after radiosurgical thalamotomy. J Neurol 269:6566–6571
Barbey A, Aybek S (2017) Functional movement disorders. Curr Opin Neurol 30:427–434
Beckmann CF, DeLuca M, Devlin JT, Smith SM (2005) Investigations into resting-state connectivity using independent component analysis. Philos Trans R Soc Lond B Biol Sci 360:1001–1013
Cerasa A, Novellino F, Quattrone A (2016) Connectivity changes in Parkinson’s disease. Curr Neurol Neurosci Rep 16:91
Dallapiazza RF, Lee DJ, De Vloo P, Fomenko A, Hamani C, Hodaie M, Kalia SK, Fasano A, Lozano AM (2019) Outcomes from stereotactic surgery for essential tremor. J Neurol Neurosurg Psychiatry 90:474–482
Filippi M, Sarasso E, Agosta F (2019) Resting-state functional MRI in Parkinsonian syndromes. Mov Disord Clin Pract 6:104–117
Hoehn MM, Yahr MD (1967) Parkinsonism: onset, progression and mortality. Neurology 17:427–442
Milosevic L, Kalia SK, Hodaie M, Lozano AM, Popovic MR, Hutchison WD (2018) Physiological mechanisms of thalamic ventral intermediate nucleus stimulation for tremor suppression. Brain 141:2142–2155
Movement Disorder Society Task Force on Rating Scales for Parkinson’s D (2003) The unified Parkinson’s disease rating scale (UPDRS): status and recommendations. Mov Disord 18:738–750
Stanziano M, GolfreAndreasi N, Messina G, Rinaldo S, Palermo S, Verri M, Demichelis G, Medina JP, Ghielmetti F, Bonvegna S, Nigri A, Frazzetta G, D’Incerti L, Tringali G, DiMeco F, Eleopra R, Bruzzone MG (2021) Resting state functional connectivity signatures of MRgFUS vim thalamotomy in Parkinson’s disease: a preliminary study. Front Neurol 12:786734
Tuleasca C, Bolton TAW, Regis J, Najdenovska E, Witjas T, Girard N, Delaire F, Vincent M, Faouzi M, Thiran JP, Bach Cuadra M, Levivier M, Van De Ville D (2019) Normalization of aberrant pretherapeutic dynamic functional connectivity of extrastriate visual system in patients who underwent thalamotomy with stereotactic radiosurgery for essential tremor: a resting-state functional MRI study. J Neurosurg 132:1792–1801
Tuleasca C, Najdenovska E, Regis J, Witjas T, Girard N, Champoudry J, Faouzi M, Thiran JP, Cuadra MB, Levivier M, Van De Ville D (2018) Clinical response to Vim’s thalamic stereotactic radiosurgery for essential tremor is associated with distinctive functional connectivity patterns. Acta Neurochir (Wien) 160:611–624
Tuleasca C, Witjas T, Van de Ville D, Najdenovska E, Verger A, Girard N, Champoudry J, Thiran JP, Cuadra MB, Levivier M, Guedj E, Regis J (2018) Right Brodmann area 18 predicts tremor arrest after Vim radiosurgery: a voxel-based morphometry study. Acta Neurochir (Wien) 160:603–609
Vasilakos K, Glass L, Beuter A (1998) Interaction of tremor and magnification in a motor performance task with visual feedback. J Mot Behav 30:158–168
Wintermark M, Druzgal J, Huss DS, Khaled MA, Monteith S, Raghavan P, Huerta T, Schweickert LC, Burkholder B, Loomba JJ, Zadicario E, Qiao Y, Shah B, Snell J, Eames M, Frysinger R, Kassell N, Elias WJ (2014) Imaging findings in MR imaging-guided focused ultrasound treatment for patients with essential tremor. AJNR Am J Neuroradiol 35:891–896
Worsley KJ, Marrett S, Neelin P, Vandal AC, Friston KJ, Evans AC (1996) A unified statistical approach for determining significant signals in images of cerebral activation. Hum Brain Mapp 4:58–73
Xiong Y, Lin J, Pan L, Zong R, Bian X, Duan C, Zhang D, Lou X (2022) Pretherapeutic functional connectivity of tractography-based targeting of the ventral intermediate nucleus for predicting tremor response in patients with Parkinson’s disease after thalamotomy with MRI-guided focused ultrasound. J Neurosurg. https://doi.org/10.3171/2022.1.JNS212449
Funding
No funding was received for this research.
Author information
Authors and Affiliations
Contributions
Design and conceptualization: LA, SB, and FA. Data statistics and analysis: LA, SB, and DE. Acquisition of data: LA, DE, RB, EP, LRB, and AC. Writing of the manuscript: LA, SB, and FA. Supervision: AF, SI, PM, MF, and FA. All authors read and approved the final paper.
Corresponding author
Ethics declarations
Conflicts of interests
L. Albano was a recipient of the Lars Leksell Fellowship. S. Basaia, D. Emedoli, R. Balestrino, E. Pompeo, L. R. Barzaghi, S. Iannaccone, and P. Mortini report no disclosures. F. Agosta is Section Editor of neuroimage: Clinical; has received speaker honoraria from Biogen Idec, Roche, Italfarmaco, and Zambon; and receives or has received research supports from the Italian Ministry of Health, Arisla (Fondazione Italiana di Ricerca per la SLA), Fondation Recherche Alzheimer (France), and the European Research Council. M. Filippi is the Editor-in-Chief of the Journal of Neurology, Associate Editor of Human Brain Mapping, Associate Editor of Radiology, and Associate Editor of Neurological Sciences; received compensation for consulting services and/or speaking activities from Alexion, Almirall, Bayer, Biogen, Celgene, Eli Lilly, Genzyme, Merck-Serono, Neopharmed Gentili, Novartis, Roche, Sanofi, Takeda, and Teva Pharmaceutical Industries; and receives research support from Biogen Idec, Merck-Serono, Novartis, Roche, Teva Pharmaceutical Industries, Italian Ministry of Health, Fondazione Italiana Sclerosi Multipla, and ARiSLA (Fondazione Italiana di Ricerca per la SLA).
Rights and permissions
About this article
Cite this article
Albano, L., Basaia, S., Emedoli, D. et al. Longitudinal brain functional connectivity changes induced by neurosurgical thalamotomy for tremor in Parkinson’s disease: a preliminary study. J Neurol 270, 3623–3629 (2023). https://doi.org/10.1007/s00415-023-11705-2
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00415-023-11705-2