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Towards Unbiased Fluorophore Counting in Superresolution Fluorescence Microscopy.

Oskar Laitenberger1, Timo Aspelmeier2, Thomas Staudt2,3

  • 1Department of Optical Nanoscopy, Institut für Nanophotonik e.V., 37077 Göttingen, Germany.

Nanomaterials (Basel, Switzerland)
|February 11, 2023
PubMed
Summary

This study introduces a new statistical model for fluorescence superresolution microscopy, enabling absolute fluorophore quantification without calibration. This advances nanoscale imaging accuracy in life sciences.

Keywords:
GSDIMSTORMfluorescence microscopynanoscale characterizationquantitative imagingsuper-resolution imaging

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Area of Science:

  • Nanoscale imaging
  • Biophysics
  • Analytical chemistry

Background:

  • Fluorescence superresolution microscopy offers unprecedented accuracy for imaging nano-sized structures.
  • Current methods lack absolute quantification of fluorophores, limiting precise analysis.
  • There is a need for calibration-free methods to determine fluorophore numbers in superresolution images.

Purpose of the Study:

  • To develop a novel method for absolute fluorophore quantification in superresolution microscopy.
  • To extract quantitative information on fluorophore numbers directly from raw imaging data.
  • To overcome the limitation of lacking an absolute scale in current superresolution images.

Main Methods:

  • Utilized a detailed statistical model of the temporal imaging process.
  • Employed a hidden Markov model operating on two timescales.
  • Applied the model to experimental data from single Alexa 647 molecules and DNA origami structures.

Main Results:

  • Successfully extracted absolute fluorophore numbers from raw superresolution microscopy data.
  • Demonstrated the model's efficacy without requiring additional calibration measurements.
  • Validated the method on well-characterized samples, including single molecules and DNA nanostructures.

Conclusions:

  • The developed statistical model enables accurate, calibration-free quantification of fluorophores in superresolution microscopy.
  • This breakthrough enhances the analytical power of superresolution techniques in life sciences and beyond.
  • The method provides an absolute scale for imaging, paving the way for more precise nanoscale investigations.