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Implementation of a Nonlinear Microscope Based on Stimulated Raman Scattering
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Super-resolution SRS microscopy with A-PoD.

Hongje Jang1, Yajuan Li1, Anthony A Fung1

  • 1Shu Chien - Gene Lay Department of Bioengineering, University of California San Diego, La Jolla, CA, USA.

Nature Methods
|February 16, 2023
PubMed
Summary
This summary is machine-generated.

We developed a new super-resolution imaging technique, adaptive moment estimation (Adam) optimization-based pointillism deconvolution (A-PoD), to visualize metabolic processes at the nanoscale. This method achieves unprecedented spatial resolution for studying cellular lipid and protein dynamics.

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Area of Science:

  • Biophysics
  • Cell Biology
  • Microscopy

Background:

  • Stimulated Raman scattering (SRS) microscopy enables high signal-to-noise imaging of metabolic dynamics.
  • Current SRS spatial resolution is limited by optical factors and molecular scattering cross-sections.
  • Nanoscale imaging of metabolic processes is crucial for understanding cellular function.

Purpose of the Study:

  • To develop a super-resolution technique for SRS imaging.
  • To enhance the spatial resolution of SRS beyond conventional limits.
  • To quantitatively analyze the nanoscopic distribution and dynamics of biomolecules in cells and organelles.

Main Methods:

  • Development of adaptive moment estimation (Adam) optimization-based pointillism deconvolution (A-PoD) algorithm.
  • Application of A-PoD to spatially correlated multiphoton fluorescence and deuterium oxide (D2O)-probed SRS (DO-SRS) imaging.
  • Imaging of lipid droplets, cellular organelles, and Drosophila brain samples.

Main Results:

  • Achieved spatial resolution below 59 nm on lipid droplet membranes.
  • Successfully differentiated newly synthesized lipids in lipid droplets using A-PoD-coupled DO-SRS.
  • Revealed metabolic changes in Drosophila brain samples subjected to different diets.
  • Quantitatively measured nanoscopic colocalization of biomolecules and metabolic dynamics.

Conclusions:

  • A-PoD significantly enhances SRS spatial resolution, enabling nanoscale metabolic imaging.
  • The A-PoD-enhanced DO-SRS method provides new insights into lipid and protein distributions in cellular environments.
  • This technique is valuable for studying metabolic dynamics and molecular colocalization in various biological samples, including disease models.