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Optimal Precision and Accuracy in 4Pi-STORM using Dynamic Spline PSF Models

View ORCID ProfileMark Bates, View ORCID ProfileJan Keller-Findeisen, View ORCID ProfileAdrian Przybylski, View ORCID ProfileAndreas Hüper, View ORCID ProfileTill Stephan, Peter Ilgen, View ORCID ProfileAngel R. Cereceda Delgado, View ORCID ProfileElisa D’Este, View ORCID ProfileStefan Jakobs, View ORCID ProfileSteffen J. Sahl, View ORCID ProfileStefan W. Hell
doi: https://doi.org/10.1101/2021.10.19.464803
Mark Bates
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
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  • For correspondence: mark.bates@mpibpc.mpg.de stefan.hell@mpibpc.mpg.de
Jan Keller-Findeisen
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
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Adrian Przybylski
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
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Andreas Hüper
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
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Till Stephan
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
4Clinic of Neurology, University Medical Center Göttingen, 37075 Göttingen, Germany
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Peter Ilgen
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
4Clinic of Neurology, University Medical Center Göttingen, 37075 Göttingen, Germany
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Angel R. Cereceda Delgado
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
2Department of Optical Nanoscopy, Max Planck Institute for Medical Research, 69120 Heidelberg, Germany
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Elisa D’Este
3Optical Microscopy Facility, Max Planck Institute for Medical Research, 69120 Heidelberg, Germany
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  • ORCID record for Elisa D’Este
Stefan Jakobs
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
4Clinic of Neurology, University Medical Center Göttingen, 37075 Göttingen, Germany
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Steffen J. Sahl
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
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Stefan W. Hell
1Department of NanoBiophotonics, Max Planck Institute for Biophysical Chemistry, 37077 Göttingen, Germany
2Department of Optical Nanoscopy, Max Planck Institute for Medical Research, 69120 Heidelberg, Germany
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  • For correspondence: mark.bates@mpibpc.mpg.de stefan.hell@mpibpc.mpg.de
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Abstract

Dual-objective 4Pi fluorescence detection enables single molecule localization microscopy, e.g. PALM and STORM, with sub-10 nanometer spatial resolution in 3D. Despite its outstanding sensitivity, wider application of this technique has been hindered by complex instrumentation requirements and the challenging nature of the data analysis. The point spread function (PSF) of the 4Pi optical system is difficult to model, leading to periodic image artifacts and compromised resolution. In this work we report the development of a 4Pi-STORM microscope which obtains improved resolution and accuracy by modeling the 4Pi PSF dynamically, while using a simpler optical design. We introduce dynamic spline PSF models, which incorporate fluctuations in the modulation phase of the experimentally determined PSF, capturing the temporal dynamics of the optical system. Our method reaches the theoretical limits for localization precision while largely eliminating phase-wrapping artifacts, by making full use of the information content of the data. With a 3D precision as high as 2 – 3 nanometers, 4Pi-STORM achieves new levels of image detail, and extends the range of biological questions that can be addressed by fluorescence nanoscopy, as we demonstrate by investigating protein and nucleic acid organization in primary neurons and mammalian mitochondria.

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • https://www.github.com/gpufit/Gpufit

  • https://www.github.com/gpufit/Gpuspline

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted October 19, 2021.
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Optimal Precision and Accuracy in 4Pi-STORM using Dynamic Spline PSF Models
Mark Bates, Jan Keller-Findeisen, Adrian Przybylski, Andreas Hüper, Till Stephan, Peter Ilgen, Angel R. Cereceda Delgado, Elisa D’Este, Stefan Jakobs, Steffen J. Sahl, Stefan W. Hell
bioRxiv 2021.10.19.464803; doi: https://doi.org/10.1101/2021.10.19.464803
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Optimal Precision and Accuracy in 4Pi-STORM using Dynamic Spline PSF Models
Mark Bates, Jan Keller-Findeisen, Adrian Przybylski, Andreas Hüper, Till Stephan, Peter Ilgen, Angel R. Cereceda Delgado, Elisa D’Este, Stefan Jakobs, Steffen J. Sahl, Stefan W. Hell
bioRxiv 2021.10.19.464803; doi: https://doi.org/10.1101/2021.10.19.464803

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