Effect of Bilateral Subthalamic Nucleus (STN) Deep Brain Stimulation (DBS) on drug reduction for Parkinson’s Disease: A retrospective observational study from Pakistan
Bibliographic record
Abstract
Objectives: To determine the effect of Bilateral Subthalamic Nucleus (STN) Deep Brain Stimulation (DBS) on drug reduction for Parkinson’s disease (PD) in a low-middle-income country. Methods: This retrospective cohort study included 49 patients following interview based questionnaires who underwent bilateral STN DBS at the Department of Neurosurgery, Punjab Institute of Neurosciences, Lahore, Pakistan over five years (July 30, 2018 to June 29, 2023). Patients meeting the inclusion and exclusion criteria (49 patients) were selected and the effect of bilateral STN DBS on drug reduction was evaluated. Results: Following bilateral STN for Parkinsons Disease Levodopa equivalent daily dose (LEDD) and Unified Parkinson’s Disease Rating Scale (UPDRS)-III results were statistically significant, with a P-value of 0.0001. Effect of DBS on UPDRS-IV was 0.2751, which is statistically insignificant. LEDD reduced by 55.03% (P<0.0001), UPRS-III improved by 80.49% (P<0.0001), and UPDRS-IV improved by 1% (P<0.0001). Time spent with dyskinesia reduced by 17.54% (P<0.0001), whereas time spent off period reduced 22.44% (P<0.0001). Conclusion: When the disease is in its early stages and has not yet manifested advanced Parkinsons symptoms, bilateral STN DBS is an effective treatment option. It considerably reduces the need for levodopa and significantly improves the motor symptoms of rigidity, tremors, and bradykinesia. List of abbreviations: STN: Subthalamic nucleus, DBS: Deep brain stimulation, PD: Parkinson’s disease, MSA: Multiple system atrophy, PSP: Progressive supranuclear palsy, CBD: Corticobasal degeneration, UPDRS: Unified Parkinson’s Disease Rating Scale, MMSE: Mini mental state examination, MoCA: Montreal cognitive assessment, LEDD: Levodopa equivalent daily dose, PWP: People with Parkinson’s, SEM: Standard error of mean, CI: Confidence interval, LMICs: Low and Middle Income Countries, LEDD: Levo dopa equivalent daily dose, UPDRS: Unified Parkinson’s Disease Rating Scale. doi: https://doi.org/10.12669/pjms.40.12(PINS).11111 How to cite this: Khan ZM, Ahmad S, Qadri HM, Khizar A, Bashir A. Effect of Bilateral Subthalamic Nucleus (STN) Deep Brain Stimulation (DBS) on drug reduction for Parkinson’s Disease: A retrospective observational study from Pakistan. Pak J Med Sci. 2024;40(12):S25-S31. doi: https://doi.org/10.12669/pjms.40.12(PINS).11111 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".