Neda Davoudi, Hector Estrada, Ali Özbek, Shy Shoham, Daniel Razansky
{"title":"基于模型的目标扰动荧光神经成像中快速热混淆校正。","authors":"Neda Davoudi, Hector Estrada, Ali Özbek, Shy Shoham, Daniel Razansky","doi":"10.1117/1.NPh.11.1.014413","DOIUrl":null,"url":null,"abstract":"<p><strong>Significance: </strong>An array of techniques for targeted neuromodulation is emerging, with high potential in brain research and therapy. Calcium imaging or other forms of functional fluorescence imaging are central solutions for monitoring cortical neural responses to targeted neuromodulation, but often are confounded by thermal effects that are inter-mixed with neural responses.</p><p><strong>Aim: </strong>Here, we develop and demonstrate a method for effectively suppressing fluorescent thermal transients from calcium responses.</p><p><strong>Approach: </strong>We use high precision phased-array 3 MHz focused ultrasound delivery integrated with fiberscope-based widefield fluorescence to monitor cortex-wide calcium changes. Our approach for detecting the neural activation first takes advantage of the high inter-hemispheric correlation of resting state <math><mrow><msup><mi>Ca</mi><mrow><mn>2</mn><mo>+</mo></mrow></msup></mrow></math> dynamics and then removes the ultrasound-induced thermal effect by subtracting its simulated spatio-temporal signature from the processed profile.</p><p><strong>Results: </strong>The focused <math><mrow><mn>350</mn><mtext> </mtext><mi>μ</mi><mi>m</mi></mrow></math>-sized ultrasound stimulus triggered rapid localized activation events dominated by transient thermal responses produced by ultrasound. By employing bioheat equation to model the ultrasound heat deposition, we can recover putative neural responses to ultrasound.</p><p><strong>Conclusions: </strong>The developed method for canceling transient thermal fluorescence quenching could also find applications with optical stimulation techniques to monitor thermal effects and disentangle them from neural responses. This approach may help deepen our understanding of the mechanisms and macroscopic effects of ultrasound neuromodulation, further paving the way for tailoring the stimulation regimes toward specific applications.</p>","PeriodicalId":54335,"journal":{"name":"Neurophotonics","volume":"11 1","pages":"014413"},"PeriodicalIF":4.8000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10871046/pdf/","citationCount":"0","resultStr":"{\"title\":\"Model-based correction of rapid thermal confounds in fluorescence neuroimaging of targeted perturbation.\",\"authors\":\"Neda Davoudi, Hector Estrada, Ali Özbek, Shy Shoham, Daniel Razansky\",\"doi\":\"10.1117/1.NPh.11.1.014413\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Significance: </strong>An array of techniques for targeted neuromodulation is emerging, with high potential in brain research and therapy. Calcium imaging or other forms of functional fluorescence imaging are central solutions for monitoring cortical neural responses to targeted neuromodulation, but often are confounded by thermal effects that are inter-mixed with neural responses.</p><p><strong>Aim: </strong>Here, we develop and demonstrate a method for effectively suppressing fluorescent thermal transients from calcium responses.</p><p><strong>Approach: </strong>We use high precision phased-array 3 MHz focused ultrasound delivery integrated with fiberscope-based widefield fluorescence to monitor cortex-wide calcium changes. Our approach for detecting the neural activation first takes advantage of the high inter-hemispheric correlation of resting state <math><mrow><msup><mi>Ca</mi><mrow><mn>2</mn><mo>+</mo></mrow></msup></mrow></math> dynamics and then removes the ultrasound-induced thermal effect by subtracting its simulated spatio-temporal signature from the processed profile.</p><p><strong>Results: </strong>The focused <math><mrow><mn>350</mn><mtext> </mtext><mi>μ</mi><mi>m</mi></mrow></math>-sized ultrasound stimulus triggered rapid localized activation events dominated by transient thermal responses produced by ultrasound. By employing bioheat equation to model the ultrasound heat deposition, we can recover putative neural responses to ultrasound.</p><p><strong>Conclusions: </strong>The developed method for canceling transient thermal fluorescence quenching could also find applications with optical stimulation techniques to monitor thermal effects and disentangle them from neural responses. This approach may help deepen our understanding of the mechanisms and macroscopic effects of ultrasound neuromodulation, further paving the way for tailoring the stimulation regimes toward specific applications.</p>\",\"PeriodicalId\":54335,\"journal\":{\"name\":\"Neurophotonics\",\"volume\":\"11 1\",\"pages\":\"014413\"},\"PeriodicalIF\":4.8000,\"publicationDate\":\"2024-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10871046/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Neurophotonics\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1117/1.NPh.11.1.014413\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/2/16 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"NEUROSCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Neurophotonics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1117/1.NPh.11.1.014413","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/2/16 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"NEUROSCIENCES","Score":null,"Total":0}
Model-based correction of rapid thermal confounds in fluorescence neuroimaging of targeted perturbation.
Significance: An array of techniques for targeted neuromodulation is emerging, with high potential in brain research and therapy. Calcium imaging or other forms of functional fluorescence imaging are central solutions for monitoring cortical neural responses to targeted neuromodulation, but often are confounded by thermal effects that are inter-mixed with neural responses.
Aim: Here, we develop and demonstrate a method for effectively suppressing fluorescent thermal transients from calcium responses.
Approach: We use high precision phased-array 3 MHz focused ultrasound delivery integrated with fiberscope-based widefield fluorescence to monitor cortex-wide calcium changes. Our approach for detecting the neural activation first takes advantage of the high inter-hemispheric correlation of resting state dynamics and then removes the ultrasound-induced thermal effect by subtracting its simulated spatio-temporal signature from the processed profile.
Results: The focused -sized ultrasound stimulus triggered rapid localized activation events dominated by transient thermal responses produced by ultrasound. By employing bioheat equation to model the ultrasound heat deposition, we can recover putative neural responses to ultrasound.
Conclusions: The developed method for canceling transient thermal fluorescence quenching could also find applications with optical stimulation techniques to monitor thermal effects and disentangle them from neural responses. This approach may help deepen our understanding of the mechanisms and macroscopic effects of ultrasound neuromodulation, further paving the way for tailoring the stimulation regimes toward specific applications.
期刊介绍:
At the interface of optics and neuroscience, Neurophotonics is a peer-reviewed journal that covers advances in optical technology applicable to study of the brain and their impact on the basic and clinical neuroscience applications.