Mohammad Daneshzand , Bastien Guerin , Parker Kotlarz , Tina Chou , Darin D. Dougherty , Brian L. Edlow , Aapo Nummenmaa
{"title":"基于模型的人体经颅聚焦超声神经调控导航:应用于杏仁核和丘脑的靶向治疗。","authors":"Mohammad Daneshzand , Bastien Guerin , Parker Kotlarz , Tina Chou , Darin D. Dougherty , Brian L. Edlow , Aapo Nummenmaa","doi":"10.1016/j.brs.2024.07.019","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Transcranial focused ultrasound (tFUS) neuromodulation has shown promise in animals but is challenging to translate to humans because of the thicker skull that heavily scatters ultrasound waves.</p></div><div><h3>Objective</h3><p>We develop and disseminate a model-based navigation (MBN) tool for acoustic dose delivery in the presence of skull aberrations that is easy to use by non-specialists.</p></div><div><h3>Methods</h3><p>We pre-compute acoustic beams for thousands of virtual transducer locations on the scalp of the subject under study. We use the hybrid angular spectrum solver mSOUND, which runs in ∼4 s per solve per CPU yielding pre-computation times under 1 h for scalp meshes with up to 4000 faces and a parallelization factor of 5. We combine this pre-computed set of beam solutions with optical tracking, thus allowing real-time display of the tFUS beam as the operator freely navigates the transducer around the subject’ scalp. We assess the impact of MBN versus line-of-sight targeting (LOST) positioning in simulations of 13 subjects.</p></div><div><h3>Results</h3><p>Our navigation tool has a display refresh rate of ∼10 Hz. In our simulations, MBN increased the acoustic dose in the thalamus and amygdala by 8–67 % compared to LOST and avoided complete target misses that affected 10–20 % of LOST cases. MBN also yielded a lower variability of the deposited dose across subjects than LOST.</p></div><div><h3>Conclusions</h3><p>MBN may yield greater and more consistent (less variable) ultrasound dose deposition than transducer placement with line-of-sight targeting, and thus could become a helpful tool to improve the efficacy of tFUS neuromodulation.</p></div>","PeriodicalId":9206,"journal":{"name":"Brain Stimulation","volume":"17 4","pages":"Pages 958-969"},"PeriodicalIF":7.6000,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1935861X24001347/pdfft?md5=ad9fd2206dcd2a63f944adbc60c6c58d&pid=1-s2.0-S1935861X24001347-main.pdf","citationCount":"0","resultStr":"{\"title\":\"Model-based navigation of transcranial focused ultrasound neuromodulation in humans: Application to targeting the amygdala and thalamus\",\"authors\":\"Mohammad Daneshzand , Bastien Guerin , Parker Kotlarz , Tina Chou , Darin D. Dougherty , Brian L. Edlow , Aapo Nummenmaa\",\"doi\":\"10.1016/j.brs.2024.07.019\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>Transcranial focused ultrasound (tFUS) neuromodulation has shown promise in animals but is challenging to translate to humans because of the thicker skull that heavily scatters ultrasound waves.</p></div><div><h3>Objective</h3><p>We develop and disseminate a model-based navigation (MBN) tool for acoustic dose delivery in the presence of skull aberrations that is easy to use by non-specialists.</p></div><div><h3>Methods</h3><p>We pre-compute acoustic beams for thousands of virtual transducer locations on the scalp of the subject under study. We use the hybrid angular spectrum solver mSOUND, which runs in ∼4 s per solve per CPU yielding pre-computation times under 1 h for scalp meshes with up to 4000 faces and a parallelization factor of 5. We combine this pre-computed set of beam solutions with optical tracking, thus allowing real-time display of the tFUS beam as the operator freely navigates the transducer around the subject’ scalp. We assess the impact of MBN versus line-of-sight targeting (LOST) positioning in simulations of 13 subjects.</p></div><div><h3>Results</h3><p>Our navigation tool has a display refresh rate of ∼10 Hz. In our simulations, MBN increased the acoustic dose in the thalamus and amygdala by 8–67 % compared to LOST and avoided complete target misses that affected 10–20 % of LOST cases. MBN also yielded a lower variability of the deposited dose across subjects than LOST.</p></div><div><h3>Conclusions</h3><p>MBN may yield greater and more consistent (less variable) ultrasound dose deposition than transducer placement with line-of-sight targeting, and thus could become a helpful tool to improve the efficacy of tFUS neuromodulation.</p></div>\",\"PeriodicalId\":9206,\"journal\":{\"name\":\"Brain Stimulation\",\"volume\":\"17 4\",\"pages\":\"Pages 958-969\"},\"PeriodicalIF\":7.6000,\"publicationDate\":\"2024-07-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S1935861X24001347/pdfft?md5=ad9fd2206dcd2a63f944adbc60c6c58d&pid=1-s2.0-S1935861X24001347-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Brain Stimulation\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1935861X24001347\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"CLINICAL NEUROLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Brain Stimulation","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1935861X24001347","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CLINICAL NEUROLOGY","Score":null,"Total":0}
引用次数: 0
摘要
背景:经颅聚焦超声(tFUS)神经调控已在动物身上显示出前景,但由于较厚的头骨会严重散射超声波,因此将其应用到人类身上具有挑战性:我们开发并推广了一种基于模型的导航(MBN)工具,用于在存在颅骨畸变的情况下进行声剂量传递,非专业人员也能轻松使用:我们预先计算了研究对象头皮上数千个虚拟换能器位置的声束。我们使用混合角频谱求解器 mSOUND,该求解器在每个 CPU 上的运行时间为 4 秒,对于多达 4000 个面的头皮网格,并行化系数为 5,预计算时间不到一小时。我们将这套预先计算好的光束解决方案与光学跟踪相结合,因此当操作员在受试者头皮周围自由导航探头时,可以实时显示 tFUS 光束。我们在对 13 名受试者的模拟中评估了 MBN 与视线目标定位(LOST)的影响:结果:我们的导航工具的显示刷新率为 10 Hz。在我们的模拟中,与 LOST 相比,MBN 在丘脑和杏仁核中的声剂量增加了 8-67%,并避免了 10-20% 的 LOST 完全错失目标。与 LOST 相比,MBN 产生的沉积剂量在不同受试者之间的可变性较低:结论:与采用视线瞄准的换能器放置方式相比,MBN 可产生更大、更一致(可变性更小)的超声剂量沉积,因此可能成为提高 tFUS 神经调控疗效的有用工具。
Model-based navigation of transcranial focused ultrasound neuromodulation in humans: Application to targeting the amygdala and thalamus
Background
Transcranial focused ultrasound (tFUS) neuromodulation has shown promise in animals but is challenging to translate to humans because of the thicker skull that heavily scatters ultrasound waves.
Objective
We develop and disseminate a model-based navigation (MBN) tool for acoustic dose delivery in the presence of skull aberrations that is easy to use by non-specialists.
Methods
We pre-compute acoustic beams for thousands of virtual transducer locations on the scalp of the subject under study. We use the hybrid angular spectrum solver mSOUND, which runs in ∼4 s per solve per CPU yielding pre-computation times under 1 h for scalp meshes with up to 4000 faces and a parallelization factor of 5. We combine this pre-computed set of beam solutions with optical tracking, thus allowing real-time display of the tFUS beam as the operator freely navigates the transducer around the subject’ scalp. We assess the impact of MBN versus line-of-sight targeting (LOST) positioning in simulations of 13 subjects.
Results
Our navigation tool has a display refresh rate of ∼10 Hz. In our simulations, MBN increased the acoustic dose in the thalamus and amygdala by 8–67 % compared to LOST and avoided complete target misses that affected 10–20 % of LOST cases. MBN also yielded a lower variability of the deposited dose across subjects than LOST.
Conclusions
MBN may yield greater and more consistent (less variable) ultrasound dose deposition than transducer placement with line-of-sight targeting, and thus could become a helpful tool to improve the efficacy of tFUS neuromodulation.
期刊介绍:
Brain Stimulation publishes on the entire field of brain stimulation, including noninvasive and invasive techniques and technologies that alter brain function through the use of electrical, magnetic, radiowave, or focally targeted pharmacologic stimulation.
Brain Stimulation aims to be the premier journal for publication of original research in the field of neuromodulation. The journal includes: a) Original articles; b) Short Communications; c) Invited and original reviews; d) Technology and methodological perspectives (reviews of new devices, description of new methods, etc.); and e) Letters to the Editor. Special issues of the journal will be considered based on scientific merit.