Department of Neurosurgery, Baylor College of Medicine, Houston, Texas.
Department of Neurology, Movement Disorder and Neuromodulation Unit, Charité Universitätsmedizin, Berlin, Germany.
Biol Psychiatry. 2024 Jul 15;96(2):95-100. doi: 10.1016/j.biopsych.2023.01.017. Epub 2023 Jan 31.
Deep brain stimulation (DBS) is an established and expanding therapy for treatment-refractory obsessive-compulsive disorder. Previous work has suggested that a white matter circuit providing hyperdirect input from the dorsal cingulate and ventrolateral prefrontal regions to the subthalamic nucleus could be an effective neuromodulatory target.
We tested this concept by attempting to retrospectively explain through predictive modeling the ranks of clinical improvement as measured by the Yale-Brown Obsessive Compulsive Scale (Y-BOCS) in 10 patients with obsessive-compulsive disorder who underwent DBS to the ventral anterior limb of internal capsule with subsequent programming uninformed by the putative target tract.
Rank predictions were carried out using the tract model by a team that was completely uninvolved in DBS planning and programming. Predicted Y-BOCS improvement ranks significantly correlated with actual Y-BOCS improvement ranks at the 6-month follow-up (r = 0.75, p = .013). Predicted score improvements correlated with actual Y-BOCS score improvements (r = 0.72, p = .018).
Here, we provide data in a first-of-its-kind report suggesting that normative tractography-based modeling can blindly predict treatment response in DBS for obsessive-compulsive disorder.
深部脑刺激(DBS)是一种成熟且不断发展的治疗难治性强迫症的方法。先前的研究表明,从背侧扣带回和腹外侧前额叶区域到丘脑底核的提供超直接输入的白质通路可能是一种有效的神经调节靶点。
我们通过尝试使用预测模型来检验这一概念,该模型通过对 10 名强迫症患者的 Y-BOCS 评分进行回溯性解释,这些患者接受了内囊腹前肢的 DBS 治疗,随后的程控过程没有考虑到假设的靶区通路。
使用完全不参与 DBS 规划和编程的团队的轨迹模型进行排名预测。在 6 个月的随访中,预测的 Y-BOCS 改善等级与实际的 Y-BOCS 改善等级显著相关(r = 0.75,p =.013)。预测的分数改善与实际的 Y-BOCS 分数改善相关(r = 0.72,p =.018)。
在这里,我们提供了首例报告的数据,表明基于规范轨迹的建模可以盲目预测强迫症 DBS 的治疗反应。