Model-based correction of rapid thermal confounds in fluorescence neuroimaging of targeted perturbation

Neda Davoudi, Hector Estrada, Ali Özbek, Shy Shoham, Daniel Razansky

Research output: Contribution to journalArticlepeer-review

4 Scopus citations

Abstract

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 Ca2 dynamics and then removes the ultrasound-induced thermal effect by subtracting its simulated spatio temporal signature from the processed profile. Results: The focused 350 μm-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.

Original languageEnglish
Article number014413
JournalNeurophotonics
Volume11
Issue number1
DOIs
StatePublished - 1 Jan 2024
Externally publishedYes

Keywords

  • calcium imaging
  • mouse brain
  • neuroimaging
  • thermal effects
  • ultrasound neuromodulation

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