Two-Photon Microscopy

Two-Photon Microscopy (TPM): Cell Physiology and Pathology

Two-Photon Microscopy (TPM) is an imaging technique that uses near-infrared laser pulses to excite fluorophores deep within tissues. By minimizing light scattering, it achieves high-resolution 3D imaging of living cells and tissues, essential for neuroscience, immunology, and studying dynamic biological processes.
3D Image from Two Photon Microscopy

Overview

Two-photon microscopy (TPM) has emerged as a revolutionary technique in the field of biological imaging, providing unprecedented insights into the complex and dynamic structures within living organisms. This article by Academic Block explores the principles, applications, advantages, and challenges associated with two-photon microscopy, offering a detailed exploration of its capabilities and potential impact on diverse scientific disciplines.

Principles of Two-Photon Microscopy

Two-photon microscopy relies on the principle of two-photon excitation, a quantum phenomenon that occurs when two low-energy photons combine to excite a fluorophore. In contrast to conventional fluorescence microscopy, which employs single-photon excitation, TPM offers several distinct advantages.

Two-Photon Excitation vs. Single-Photon Excitation:

The basic concept behind two-photon excitation involves the simultaneous absorption of two photons by a fluorophore to induce fluorescence. This process occurs in a highly localized manner, primarily at the focal point, reducing out-of-focus fluorescence and enhancing image contrast. In comparison, single-photon excitation can result in background fluorescence due to the excitation of fluorophores outside the focal plane.

Nonlinear Excitation and Inherent Three-Dimensional Resolution:

Two-photon excitation is a nonlinear process, occurring only at the focal point where the photon density is highest. This inherent nonlinearity enables the achievement of optical sectioning and three-dimensional resolution without the need for a pinhole, as in confocal microscopy. The result is improved depth penetration and reduced photodamage to surrounding tissues.

Instrumentation

Understanding the components of a two-photon microscopy setup is crucial for researchers aiming to harness its capabilities effectively.

Laser Sources:

A high-powered, pulsed laser is a key component of a two-photon microscopy system. Titanium:sapphire lasers are commonly used, providing tunable wavelengths and high peak powers necessary for two-photon excitation. Additionally, laser safety measures are crucial to prevent damage to biological specimens and ensure the well-being of researchers.

Scanning Mechanisms:

Raster scanning is employed to create images in two-photon microscopy. Galvanometric mirrors or acousto-optic deflectors are commonly used for precise control over the laser beam's position. Rapid scanning allows for real-time imaging of dynamic biological processes.

Detection Systems:

Sensitive detectors capable of capturing weak fluorescence signals are essential in TPM. Photomultiplier tubes (PMTs) or photodiodes are commonly used for single-point detection, while photomultiplier array detectors enable simultaneous imaging of multiple points.

Applications of Two-Photon Microscopy

The versatility of two-photon microscopy has led to its widespread adoption across various scientific disciplines.

  1. Neuroscience: In neuroscience, TPM has revolutionized the study of live brain tissue, enabling deep imaging without the need for invasive techniques. Researchers can visualize neuronal structures, study synaptic activity, and investigate neurovascular coupling in unprecedented detail.

  2. Cell Biology: The three-dimensional imaging capabilities of TPM are invaluable in cell biology. Cellular dynamics, organelle movements, and interactions between cells can be observed with high precision, shedding light on fundamental cellular processes.

  3. Immunology: TPM has found applications in immunology, allowing researchers to study immune cell behavior, interactions, and responses within living tissues. This has implications for understanding the immune system's role in infection, inflammation, and autoimmune diseases.

  4. Developmental Biology: The ability to image deep within tissues makes TPM a powerful tool in developmental biology. Researchers can track the development of embryos and study cellular processes during organogenesis, providing insights into the mechanisms underlying life's early stages.

  5. Cancer Research: In cancer research, TPM facilitates the study of tumor microenvironments, angiogenesis, and metastasis in vivo. The technique allows for long-term imaging of tumor growth and interactions with the surrounding tissue, offering a deeper understanding of cancer biology.

Mathematical equations behind the Two Photon Microscopy

The mathematical framework behind Two-Photon Microscopy (TPM) involves principles from quantum mechanics, optics, and fluorescence microscopy. The key equation that governs the two-photon excitation process is derived from the concept of probability amplitudes in quantum mechanics. The probability amplitude of a two-photon process is proportional to the square of the sum of probability amplitudes for the individual photons involved. Let's break down the fundamental equation:

Two-Photon Excitation Probability Amplitude:

The probability amplitude (A) for two-photon excitation is given by the sum of the probability amplitudes for the two individual photons:

A2photoni=12 ϵi Ei ;

where:

    • A2photon is the probability amplitude for two-photon excitation,
    • ϵi is the polarization vector of the ith photon,
    • Ei is the electric field amplitude of the ith photon.

Transition Rate and Fluorescence Emission:

The transition rate (R) for two-photon absorption is related to the probability amplitude by the equation:

R ∝ ∣A2photon2 ;

The fluorescence emission intensity (I) resulting from the two-photon excitation is proportional to the transition rate:

I ∝ R ;

Laser Power and Fluorophore Characteristics:

The overall intensity of the fluorescence signal depends on factors such as the laser power (P), the fluorophore's two-photon absorption cross-section (σ), and the concentration of fluorophores (c):

I ∝ P⋅σ⋅c ;

Combining these relationships, we get an expression for the fluorescence intensity in Two-Photon Microscopy:

I ∝ P⋅σ⋅c⋅∣A2photon2 ;

This equation encapsulates the essential components influencing the fluorescence signal in TPM.

Laser Pulse Duration:

The laser pulse duration (τ) is another crucial parameter. The probability amplitude is affected by the time-dependent electric field of the laser pulse. For a Gaussian pulse shape, the probability amplitude is modified as:

A2photoni=12 ϵi Ei⋅eZ ;

Z = −[ (t−ti) / τ) ]2 ;

where:

    • ti is the time at which the ith photon is absorbed.

These equations provide a mathematical foundation for understanding the principles of Two-Photon Microscopy. The actual implementation involves complex optical and quantum mechanical considerations, and the equations presented here provide a simplified overview of the key relationships governing the two-photon excitation process and resulting fluorescence emission.

Advantages of Two-Photon Microscopy

  1. Deep Tissue Imaging: The longer excitation wavelengths used in TPM enable deeper tissue penetration compared to single-photon techniques. This is particularly advantageous for imaging thick samples, such as brain tissue or organs.

  2. Reduced Photodamage: The nonlinear nature of two-photon excitation restricts fluorescence generation to the focal point, minimizing photodamage to surrounding tissues. This is crucial for imaging delicate biological specimens over extended periods.

  3. Inherent Optical Sectioning: The inherent optical sectioning capabilities of TPM eliminate the need for a physical pinhole, simplifying the system and improving light collection efficiency. This results in enhanced image contrast and clarity.

  4. Longer Wavelengths and Reduced Autofluorescence: The use of longer excitation wavelengths in TPM reduces autofluorescence from biological tissues, enhancing the signal-to-noise ratio. This is particularly beneficial when imaging in complex biological environments.

Challenges and Considerations

Despite its numerous advantages, two-photon microscopy comes with its own set of challenges that researchers must address.

  1. Complexity of Instrumentation: The setup and maintenance of a two-photon microscopy system require expertise in optics, laser technology, and electronics. Researchers must invest time in learning and optimizing the system for their specific applications.

  2. Cost: The high cost of acquiring and maintaining a two-photon microscopy system can be a barrier for many research laboratories. Funding considerations and cost-effectiveness analyses are crucial when deciding to implement this technology.

  3. Limited Availability of Fluorophores: While a wide range of fluorophores are available for single-photon microscopy, the selection for two-photon excitation is more limited. Researchers may face challenges in finding fluorophores that match their specific imaging requirements.

  4. Photobleaching in Live Imaging: While two-photon excitation reduces photodamage compared to single-photon techniques, photobleaching remains a concern in long-term live imaging studies. Researchers must carefully consider laser power and exposure times to minimize photobleaching effects.

Future Perspectives and Technological Advances

The field of two-photon microscopy continues to evolve with ongoing technological advancements.

  1. Multi-Photon Microscopy: The development of multi-photon microscopy techniques, such as three-photon and four-photon microscopy, extends the range of applications and offers enhanced imaging capabilities in terms of depth penetration and reduced photodamage.

  2. Adaptive Optics: The integration of adaptive optics in two-photon microscopy systems corrects for aberrations, improving image quality and enabling high-resolution imaging deep within tissues. This technology holds promise for further enhancing the precision of TPM.

  3. Expansion Microscopy: Combining two-photon microscopy with expansion microscopy techniques allows researchers to physically expand tissues for higher resolution imaging. This approach addresses some of the limitations associated with the diffraction limit in traditional microscopy.

Final Words

Two-photon microscopy has emerged as a transformative tool in the realm of biological imaging, enabling researchers to explore the intricate details of living organisms with unprecedented precision. From neuroscience to cancer research, the applications of TPM are vast and continue to expand as technology advances. While challenges such as instrument complexity and cost persist, the wealth of information gained from this technique justifies its widespread adoption in research laboratories worldwide. In this article by Academic Block, as we look to the future, ongoing innovations and refinements in two-photon microscopy promise to unlock new realms of understanding in biology and medicine, paving the way for groundbreaking discoveries. Please provide your comments below, it will help us in improving this article. Thanks for reading!

This Article will answer your questions like:

+ What is Two-Photon Microscopy (TPM) and how does it differ from conventional microscopy? >

Two-Photon Microscopy (TPM) is an advanced imaging technique that uses simultaneous absorption of two photons to excite fluorophores, enabling high-resolution imaging deep within tissues. Unlike conventional microscopy, which uses single-photon absorption, TPM achieves superior spatial resolution and deeper tissue penetration due to reduced scattering and photodamage. By focusing pulsed laser light at a specific wavelength and intensity, TPM selectively excites fluorophores only at the focal point, minimizing background fluorescence and improving image contrast.

+ How does Two-Photon Microscopy utilize nonlinear optical effects? >

Two-Photon Microscopy utilizes nonlinear optical effects by using two photons of lower energy to excite a fluorophore simultaneously. This nonlinear absorption occurs only at the focal point where photon density is highest, allowing for precise 3D imaging within biological samples. Nonlinear effects ensure that fluorescence emission occurs only in the tightly focused volume, enabling deeper tissue penetration and reducing out-of-focus photobleaching and phototoxicity compared to linear absorption techniques.

+ What is two-photon microscopy used for? >

Two-photon microscopy is used primarily for deep tissue imaging in biological specimens. It enables researchers to visualize structures and processes within living organisms with minimal photodamage. Its high spatial resolution allows for detailed imaging of cellular and subcellular structures, especially in neuroscience, immunology, and cancer biology. The technique's reduced scattering and absorption in biological tissues allow for deeper penetration, making it an essential tool for in vivo studies.

+ What are the primary applications of Two-Photon Microscopy in biological research? >

Two-Photon Microscopy is widely used in biological research for studying cellular dynamics, neuroscience, and developmental biology. It enables detailed imaging of live tissues, including neuronal structures, synaptic connections, and cellular processes in intact organisms. TPM's ability to penetrate deeper into tissues without causing significant photodamage makes it suitable for long-term imaging of dynamic biological processes, such as neuronal activity, immune cell interactions, and tumor microenvironments.

+ What is the difference between confocal and 2 photon microscopy? >

Confocal microscopy uses a single photon and focuses light at one point to capture images, typically requiring fluorescent dyes. Two-photon microscopy, on the other hand, uses two lower-energy photons simultaneously absorbed by the sample, allowing for deeper tissue penetration with reduced phototoxicity. Unlike confocal microscopy, two-photon excitation occurs only at the focal point, thus minimizing out-of-focus light and enabling imaging at greater depths in thick specimens.

+ What are the two-photon microscopy advantages? >

Two-photon microscopy offers several advantages over traditional microscopy techniques, including deeper tissue penetration, reduced phototoxicity, and minimal out-of-focus light. Its non-linear excitation process allows for three-dimensional imaging with high spatial resolution, making it ideal for live-cell and in vivo imaging. The ability to use infrared light reduces scattering and improves imaging in thick, optically dense tissues, such as the brain, providing insights into cellular and molecular dynamics in real-time.

+ What types of fluorophores are suitable for Two-Photon Microscopy? >

Fluorophores suitable for Two-Photon Microscopy are typically those with high two-photon absorption cross-sections and emission wavelengths matching the excitation laser's frequency. Common fluorophores include fluorescent proteins (e.g., GFP), synthetic dyes (e.g., Rhodamine, Cyanine), and quantum dots. These fluorophores exhibit strong fluorescence upon two-photon excitation, allowing for efficient and specific labeling of biological structures and molecules. Selecting fluorophores with minimal photobleaching characteristics ensures long-term imaging without compromising image quality or cellular viability.

+ What is the two-photon microscopy resolution? >

The resolution of two-photon microscopy is typically diffraction-limited, with lateral resolution around 200-300 nm and axial resolution of 500-700 nm. Although this resolution is slightly lower than that of confocal microscopy, two-photon microscopy excels in imaging at greater depths (up to 1 mm) in biological tissues. The high signal-to-noise ratio and reduced out-of-focus light improve overall image quality, particularly in thick and scattering samples like brain tissue.

+ What is the use of two-photon microscope in the study of microbes? >

Two-photon microscopy is used in microbiology to visualize microbial communities in their natural environment. Its ability to image deep within thick biological tissues with minimal phototoxicity is advantageous for studying microbes in biofilms or host tissues. This technique allows for real-time observation of microbial behavior, interactions, and pathogenesis in complex three-dimensional environments, which is crucial for advancing microbial ecology and understanding host-pathogen interactions.

+ What are the key components of a Two-Photon Microscopy system? >

A Two-Photon Microscopy system includes a mode-locked laser for pulsed infrared light generation, optical components for beam delivery and focusing, a scanning mechanism (galvanometric or resonant scanner), and a sensitive photodetector (usually a photomultiplier tube or a photodiode). Specialized software controls laser parameters, scanning patterns, and image acquisition. Additional components may include a fluorescence detection module, microscope objective lenses (high numerical aperture), and environmental controls (temperature and humidity). Advanced systems integrate adaptive optics and multi-photon excitation techniques for enhanced imaging capabilities.

+ What is the principle of two-photon absorption? >

Two-photon absorption occurs when two photons of lower energy are absorbed simultaneously to excite a molecule from its ground state to an excited state. This nonlinear process requires a high photon density, typically provided by femtosecond pulsed lasers. The excitation only happens at the focal point where the photon density is highest, which minimizes photodamage to surrounding areas and enables precise three-dimensional imaging in biological specimens.

+ What are the limitations and challenges of Two-Photon Microscopy? >

Limitations of Two-Photon Microscopy include higher equipment costs, complexity in setup and alignment, and the need for expertise in laser optics and fluorescence imaging. Achieving optimal signal-to-noise ratio requires careful optimization of laser power and scanning parameters to balance imaging depth and resolution. Furthermore, the availability of suitable fluorophores with high two-photon absorption cross-sections limits the choice of labeling molecules. Tissue scattering and aberrations can also affect imaging quality, necessitating advanced correction techniques and adaptive optics.

+ How is data acquired and processed in Two-Photon Microscopy? >

In Two-Photon Microscopy, data acquisition involves scanning the excitation beam across the sample while detecting emitted fluorescence signals using a photodetector. Each pixel in the resulting image corresponds to a specific location within the sample, and multiple images are acquired to construct 3D representations of biological structures. Data processing includes image reconstruction, background subtraction, and fluorescence intensity quantification. Advanced techniques such as time-lapse imaging and spectral unmixing enable dynamic analysis of cellular processes and interactions over time.

+ What are the latest advancements in Two-Photon Microscopy technology? >

Recent advancements in Two-Photon Microscopy technology include improved laser sources with higher power, broader wavelength tunability, and increased coherence. Enhanced scanning mechanisms such as resonant scanners and acousto-optic deflectors enable faster imaging speeds and precise control over scan patterns. Development of adaptive optics and wavefront shaping techniques correct optical aberrations, improving spatial resolution and image quality in deep tissues. Integration of real-time data analysis algorithms and machine learning enhances image processing capabilities and facilitates automated image segmentation and feature extraction.

+ How has Two-Photon Microscopy contributed to our understanding of neuroscience and cellular dynamics? >

Two-Photon Microscopy has revolutionized neuroscience by enabling detailed imaging of neuronal structures, synaptic activity, and network connectivity deep within living brains. It has provided insights into neuronal development, plasticity, and disease mechanisms with subcellular resolution over extended periods. In cellular dynamics, TPM allows visualization of organelle dynamics, protein interactions, and signaling pathways in real-time, shedding light on fundamental biological processes. By minimizing photodamage and offering high spatial resolution, TPM has facilitated longitudinal studies of biological samples, supporting discoveries in neurobiology, immunology, and cancer research.

Hardware and software required for Two Photon Microscopy

Hardware:

  1. Laser System:
    • Titanium:sapphire (Ti:Sapphire) laser is commonly used for its tunable wavelength and high peak power characteristics.
    • Laser safety measures and interlocks are crucial to ensure the safe operation of the system.
  2. Scanning Mechanism:
    • Galvanometric mirrors or acousto-optic deflectors are employed for precise control over the laser beam’s position during raster scanning.
  3. Microscope System:
    • Inverted or upright microscope configuration with specialized optics for two-photon imaging.
    • High numerical aperture objective lenses for optimal light collection and resolution.
    • Motorized or manual stage for sample positioning.
    • Filters for separating emitted fluorescence signals.
  4. Detector System:
    • Photomultiplier tubes (PMTs) or photodiodes are commonly used for single-point detection.
    • Photomultiplier array detectors enable simultaneous imaging of multiple points.
  5. Beam Path Optics:
    • Beam expanders and collimators to control and shape the laser beam.
    • Beam splitter cubes for directing the laser beam and collecting fluorescence signals.
  6. Optical Filters:
    • Shortpass and bandpass filters to selectively transmit the excitation wavelength and emitted fluorescence.
  7. Chiller/Cooling System:
    • Cooling system for the laser to maintain stability and prevent overheating.
  8. Electronics:
    • Control electronics for synchronization and coordination of laser and scanning systems.
    • Data acquisition systems for signal processing and image acquisition and a high performance computer.
  9. Environmental Control:
    • Temperature and humidity control to maintain stable experimental conditions.
  10. Vibration Isolation:
    • Anti-vibration table or isolation system to minimize external vibrations that can affect image quality.

Software:

  1. Control Software:
    • Software for controlling the laser system, scanning mechanisms, and microscope components.
    • User-friendly interfaces for adjusting imaging parameters and optimizing experimental conditions.
  2. Image Acquisition Software:
    • Dedicated software for acquiring two-photon images.
    • Real-time visualization of acquired images for monitoring experiments.
  3. Data Analysis Software:
    • Image analysis software for processing and analyzing acquired data.
    • 3D reconstruction tools for visualizing and quantifying three-dimensional structures.
  4. Image Processing Tools:
    • Deconvolution algorithms for improving image resolution.
    • Colocalization analysis tools for studying the spatial relationships between different fluorophores.
  5. Data Storage and Management:
    • Efficient data storage and management systems for handling large image datasets.
  6. Custom Scripting and Programming:
    • Some researchers may use custom scripts or programming languages (e.g., Python, MATLAB) for advanced data analysis and experiment automation.
  7. Calibration Software:
    • Tools for calibrating the system, correcting for optical aberrations, and ensuring accurate measurements.
  8. Microscope Control Software:
    • Software for controlling microscope functions, such as stage movement, focus adjustment, and filter selection.

Father of Two Photon Microscopy

The development of Two-Photon Microscopy (TPM) is attributed to physicist and Nobel laureate Winfried Denk, along with his colleagues James Strickler and Watt W. Webb. In 1990, Denk and his team introduced the concept and practical implementation of TPM, which marked a significant advancement in optical microscopy techniques. Their groundbreaking work, published in the journal “Science” in the paper titled “Two-Photon Laser Scanning Fluorescence Microscopy,” laid the foundation for the widespread adoption of TPM in various scientific disciplines. Denk’s contributions to the field have had a profound impact on biological imaging, allowing researchers to explore living tissues at a level of detail and precision that was previously unattainable with traditional microscopy techniques.

Facts on Two Photon Microscopy

Principle of Two-Photon Excitation: Two-Photon Microscopy is based on the principle of two-photon excitation, where a fluorophore simultaneously absorbs two lower-energy photons to reach an excited state and emit fluorescence. This process occurs only at the focal point, allowing for precise, three-dimensional imaging.

  1. Wavelengths and Fluorophores:

    • Two-Photon Microscopy typically uses longer wavelength excitation light (in the near-infrared range) compared to traditional microscopy methods. This longer wavelength reduces tissue scattering and allows for deeper penetration into biological samples.
    • Red-shifted fluorophores are commonly used in TPM to match the longer excitation wavelengths, reducing background autofluorescence.
  2. Inherent Optical Sectioning: TPM provides inherent optical sectioning without the need for a physical pinhole, making it well-suited for three-dimensional imaging. This property allows researchers to visualize structures deep within tissues without capturing out-of-focus light.

  3. Reduced Photodamage and Photobleaching:

    • The nonlinear nature of two-photon excitation results in reduced photodamage to surrounding tissues compared to single-photon techniques.
    • TPM is known for lower photobleaching rates, enabling longer imaging sessions and improved preservation of sample integrity.
  4. Applications in Neuroscience: TPM has become a fundamental tool in neuroscience for imaging live brain tissue. Researchers use it to study neuronal structures, dendritic spines, and synaptic activity with high spatial and temporal resolution.

  5. Live Cell Imaging: Two-Photon Microscopy is suitable for live-cell imaging, allowing researchers to track dynamic cellular processes over extended periods without causing significant harm to the cells.

  6. Deep Tissue Imaging: The longer excitation wavelengths used in TPM enable deep tissue penetration, making it particularly useful for imaging thick samples such as brain slices, organoids, and intact tissues.

  7. Multi-Photon Microscopy Techniques: TPM is part of a broader category known as multi-photon microscopy. Beyond two-photon excitation, three-photon and four-photon microscopy techniques have been developed, offering enhanced imaging capabilities and reduced photodamage.

  8. Advancements in Adaptive Optics: Integration of adaptive optics in TPM systems corrects for optical aberrations, improving image quality and enabling high-resolution imaging even deep within tissues.

  9. Contributions of Winfried Denk: Winfried Denk, along with colleagues James Strickler and Watt W. Webb, is credited with the development of Two-Photon Microscopy. Their groundbreaking work, published in 1990, laid the foundation for the widespread adoption of TPM in biological research.

  10. Applications Beyond Biology: While widely used in biology, TPM has found applications in other fields, including materials science, physics, and chemistry, where three-dimensional imaging with reduced photodamage is crucial.

Academic References on Two Photon Microscopy

  1. Svoboda, K., Denk, W., Kleinfeld, D., & Tank, D. W. (1997). In vivo dendritic calcium dynamics in neocortical pyramidal neurons. Nature, 385(6612), 161-165.
  2. Helmchen, F., & Denk, W. (2005). Deep tissue two-photon microscopy. Nature Methods, 2(12), 932-940.
  3. Zipfel, W. R., Williams, R. M., & Webb, W. W. (2003). Nonlinear magic: multiphoton microscopy in the biosciences. Nature Biotechnology, 21(11), 1369-1377.
  4. Theer, P., Hasan, M. T., & Denk, W. (2003). Two-photon imaging to a depth of 1000 microm in living brains by use of a Ti:Al2O3 regenerative amplifier. Optics Letters, 28(12), 1022-1024.
  5. Nimmerjahn, A., Kirchhoff, F., Kerr, J. N., & Helmchen, F. (2004). Sulforhodamine 101 as a specific marker of astroglia in the neocortex in vivo. Nature Methods, 1(1), 31-37.
  6. Svoboda, K., & Yasuda, R. (2006). Principles of two-photon excitation microscopy and its applications to neuroscience. Neuron, 50(6), 823-839.
  7. Zeng, H., & Luo, Q. (2015). A review on biomedical microscopies—Two-photon fluorescence microscopy, single-photon fluorescence microscopy and X-ray microscopy. Journal of Innovative Optical Health Sciences, 8(2), 1530002.
  8. So, P. T., Dong, C. Y., Masters, B. R., & Berland, K. M. (2000). Two-photon excitation fluorescence microscopy. Annual Review of Biomedical Engineering, 2(1), 399-429.
  9. Xu, C., & Webb, W. W. (1996). Measurement of two-photon excitation cross sections of molecular fluorophores with data from 690 to 1050 nm. Journal of the Optical Society of America B, 13(3), 481-491.
  10. Kobat, D., Horton, N. G., & Xu, C. (2011). In vivo two-photon microscopy to 1.6-mm depth in mouse cortex. Journal of Biomedical Optics, 16(10), 106014.
  11. Cheng, A., Gonçalves, J. T., Golshani, P., Arisaka, K., & Portera-Cailliau, C. (2011). Simultaneous two-photon calcium imaging at different depths with spatiotemporal multiplexing. Nature Methods, 8(2), 139-142.
  12. Débarre, D., Olivier, N., & Beaurepaire, E. (2005). Signal epidetection in third-harmonic generation microscopy of turbid media. Optics Express, 13(19), 9235-9249.
  13. Ji, N., & Danuser, G. (2005). Tracking quasi-stationary flow of weak fluorescent signals by adaptive multi-frame correlation. Journal of Microscopy, 220(2), 150-167.

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