Role of Gamma Knife radiosurgery in trigeminal neuralgia – Its long term outcome and prediction using Artificial neural Network model. (October 2021)

• Record Type: Journal Article
• Authors: Goyal, Sarvesh; Kedia, Shweta; Kumar, Rajinder; Bisht, R.K.; Agarwal, Deepak; Singh, Manmohan; Sawarkar, Dattaraj; Kale, Shashank S.
• Is Part Of: Journal of clinical neuroscience. Volume 92(2021)
• Page Start: 61
• Page End: 66
• Publication Date: 2021-10
• Subjects: TN Trigeminal Neuralgia -- SRS Stereotactic Radiosurgery -- GKRS Gamma Knife Radiosurgery -- CEMRI Contrast enhanced Magnetic resonance imaging -- CISS Constructive interference in steady state -- BNI Barrow Neurologic Institute -- VAS Visual Analogue Scale -- MVD Microvascular Decompression -- RFA Radiofrequency Ablation -- REZ Root entry Zone -- ANN Artificial Neural Network -- MLP multi-layer perceptron; Trigeminal neuralgia -- Radiosurgery -- Artificial neural network -- Stereotactic -- Gamma knife; Brain -- Surgery -- Periodicals; Neurosciences -- Periodicals; Nervous system -- Surgery -- Periodicals; Brain -- surgery -- Periodicals; Neurosurgical Procedures -- Periodicals; Neurosciences -- Periodicals; Electronic journals; 616.8
• DOI: 10.1016/j.jocn.2021.07.017
• Languages: English
• ISSNs: 0967-5868

Abstract

Highlights: Gamma knife radiosurgery is an important tool in the management of medically refractory trigeminal neuralgia. Around 10–15 percent of patients may develop numbness post Gamma knife radiosurgery, but this correlates with better outcome in terms of pain relief. Involvement of V1 dermatome, post GKT numbness are favourable prognostic factors. History of failed MVD for trigeminal neuralgia is associated with poor outcome. Abstract: Purpose: We aimed to study the long-term efficacy, prognostic factors and complications associated with the GKRS for trigeminal neuralgia. Methods and Materials: Prospectively created database was analyzed for these patients. We created an Artificial neural Network – using Multilayer perceptron model in SPSS 23 by including all variables whose p value were<0.5 in univariate analysis. Results: A total of 36 patients were included in the study. Patients pain free at 6 months were 25(69.44%), which reduced to 6(40 %) at 6 years. Median time to pain relief was 18.5 days. Only 5(13.88%) of them developed new onset or worsened numbness post Gamma Knife radio surgery. Median radiation dose was 80 Gy (prescribed at 100 percent isodose line). 1st GKT (P value < 0.05) and post GKT numbness (P value < 0.05) were the only factors favouring good outcome. Prior history of MVD was associated with poor pain relief post GKRS although p value was not significant (p = 0.136). ANN model could predict with 90.0 percent accuracy the favourable or unfavourable response on 11 Tested cases. In ANN model, a greater number of Pre GKT medications, previous MVD history, V2 dermatome involvement and negative history of post GKT numbness were negative prognostic factors. Conclusions: Lesser number of pre GKRS drugs used, involvement of V1 dermatome, post GKT numbness are favourable prognostic factors. Also, history of failed MVD for trigeminal neuralgia is associated with poor outcome. Repeat GKRS failed to show improvement in BNI grades.