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Updated: Nov 21, 2025

Serial Two-Photon Tomography of the Whole Marmoset Brain for Neuroanatomical Analyses
Published on: January 17, 2025
Deformable mirror-based axial scanning for two-photon mammalian brain imaging
Alba Peinado1, Eduardo Bendek2, Sae Yokoyama1
1University of California, San Francisco, Department of Biochemistry and Biophysics, San Francisco, California, United States.
Researchers developed an improved two-photon microscope that uses a flexible mirror to quickly change the focus depth. This allows scientists to capture detailed 3D images of brain cells, such as astrocytes, in living mice. The system provides high-resolution data across different layers of the cerebral cortex.
Area of Science:
- Neuroscience research utilizing deformable mirror technology
- Biomedical engineering for advanced optical imaging
Background:
Current optical methods often struggle to capture the intricate, fast-moving signals of astrocytes across multiple layers of brain tissue. This limitation hinders our broader comprehension of how these cells influence neural network activity. Prior research has shown that standard imaging techniques frequently lack the necessary speed for volumetric observation. That uncertainty drove the development of specialized hardware capable of rapid focal adjustments. Scientists require tools that maintain high image quality while shifting focus through thick biological samples. No prior work had resolved the trade-offs between speed and field of view in deep-tissue scanning. Existing systems often suffer from aberrations when attempting to move the focal plane dynamically. This gap motivated the creation of a system utilizing wavefront manipulation to overcome these traditional hardware constraints.
Purpose Of The Study:
The primary aim of this work was to design and evaluate an enhanced two-photon microscope featuring a deformable mirror for axial scanning. Researchers sought to overcome the limitations of traditional mechanical focus adjustment in live mammalian brain imaging. They wanted to create a system capable of capturing the complex spatiotemporal dynamics of astrocytes across multiple depths. The team focused on achieving rapid volumetric acquisition without sacrificing image quality or field of view. This project addressed the need for optical tools that can navigate the dense, scattering environment of the cerebral cortex. By manipulating the beam wavefront, they intended to simplify the process of gathering 3D data. The investigators aimed to provide a quantitative assessment of the instrument's performance through both modeling and experimental testing. Ultimately, they hoped to demonstrate the feasibility of this approach for high-resolution neurobiological studies.
Main Methods:
The team integrated a flexible mirror into the light path of a standard two-photon platform. This review approach involved creating a mathematical model to predict how wavefront changes influence the focal plane. They calculated the necessary defocus terms to achieve precise axial shifts during operation. Experimental validation followed, where the investigators tested the system on fixed brain slices. They also performed live imaging sessions using the cerebral cortex of anesthetized mice. The researchers monitored the point spread function to ensure consistent resolution throughout the scanning range. They assessed potential vignetting effects caused by the mirror's curvature during high-speed operation. Finally, they compared the performance of this setup against traditional mechanical scanning methods to verify improvements.
Main Results:
The instrument successfully captured volumetric data reaching 200 micrometers in depth. This system demonstrated the ability to maintain high resolution with a fine step size throughout the entire range. The researchers observed that the mirror curvature changes had minimal impact on the overall field of view. Their analysis confirmed that the image plane remained sufficiently flat for detailed biological observation. Wavefront error measurements indicated that the system could effectively compensate for defocus without introducing significant aberrations. The team validated these findings by imaging astrocytes within the mouse cerebral cortex in vivo. They also confirmed the system's utility by recording clear images from fixed brain tissue samples. These results suggest that the platform provides a robust solution for high-speed, multi-depth neural imaging.
Conclusions:
The authors demonstrate that their modified microscope effectively captures volumetric data from deep within the mouse brain. This system achieves a depth range of 200 micrometers with high precision. Such capabilities provide a valuable resource for investigating the complex behaviors of astrocytes. The researchers suggest that the current setup maintains sufficient image quality for biological observation. They note that the integration of wavefront control allows for flexible axial scanning without mechanical movement. Future iterations may incorporate adaptive optics to further refine the clarity of these deep-tissue images. The team also proposes implementing intensity normalization to improve consistency across different focal planes. These advancements collectively support the utility of the instrument for high-resolution studies of neural circuits.
Frequently Asked Questions
The researchers propose that the system uses a deformable mirror to manipulate the beam wavefront. By applying specific defocus terms, the device induces a controlled axial shift of the image plane, allowing for rapid 3D volumetric scanning of neural samples.
The instrument utilizes a deformable mirror to adjust the beam's curvature. This component is essential for modifying the focal position without the need for slow mechanical movement of the objective lens or the sample stage.
The authors state that the deformable mirror is necessary to maintain image plane flatness and minimize wavefront errors. Without this precise control, the system would likely suffer from significant vignetting and reduced field of view during deep-tissue imaging.
The researchers employ an optical model to simulate performance, followed by experimental characterization. These data types allow the team to quantify parameters like the point spread function and field of view size across various depths.
The team measured the point spread function and field of view size to assess image quality. They also evaluated the impact of curvature changes on vignetting and wavefront error to ensure the system remained stable during scanning.
The researchers propose that this instrument is particularly useful for astrocyte biology research. They suggest that the ability to record 200-micrometer stacks with fine step sizes will facilitate new discoveries regarding glial cell dynamics.

