Abstract
Simultaneous super-resolution imaging of multiple fluorophores remains a major challenge in STimulated Emission Depletion (STED) microscopy due to spectral overlap of STED-compatible fluorophores. The combination of STED microscopy and Fluorescence Lifetime Imaging Microscopy (FLIM) offers a powerful alternative for super-resolved, multiplexed imaging of biological samples but is hindered by lifetime convergence at high depletion powers. Here, we present an analysis method, two-species Separation of Photons by LIfetime Tuning (SPLIT)-STED, that uses a linear system of equations in phasor-based STED-FLIM to enhance both fluorophore unmixing and spatial resolution. It defines the fluorescence signal as a mixture of three lifetime components: the two target fluorophores and a short-lifetime contribution from undepleted peripheral fluorescence photons. Two-species SPLIT-STED disentangles overlapping lifetimes and selectively filters low-resolution signal. The method enables accurate unmixing of spectrally overlapping fluorophores and, by enhancing resolution through lifetime-based filtering, allows the use of lower depletion powers, thereby improving fluorescence lifetime separation.
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Abstract
Simultaneous super-resolution imaging of multiple fluorophores remains a major challenge in STimulated Emission Depletion (STED) microscopy due to spectral overlap of STED-compatible fluorophores. The combination of STED microscopy and Fluorescence Lifetime Imaging Microscopy (FLIM) offers a powerful alternative for super-resolved, multiplexed imaging of biological samples but is hindered by lifetime convergence at high depletion powers. Here, we present an analysis method, two-species Separation of Photons by LIfetime Tuning (SPLIT)-STED, that uses a linear system of equations in phasor-based STED-FLIM to enhance both fluorophore unmixing and spatial resolution. It defines the fluorescence signal as a mixture of three lifetime components: the two target fluorophores and a short-lifetime contribution from undepleted peripheral fluorescence photons. Two-species SPLIT-STED disentangles overlapping lifetimes and selectively filters low-resolution signal. The method enables accurate unmixing of spectrally overlapping fluorophores and, by enhancing resolution through lifetime-based filtering, allows the use of lower depletion powers, thereby improving fluorescence lifetime separation.
Competing Interest Statement
The authors have declared no competing interest.
List of Acronyms
- STED
- STimulated Emission Depletion
- FLIM
- Fluorescence Lifetime Imaging Microscopy
- SPLIT
- Separation of Photons by LIfetime Tuning
- PSF
- Point Spread Function
- TCSPC
- Time Correlated Single Photon Counting
- DIV
- days in vitro
- PAB
- primary antibodies
- SAB
- secondary antibodies
- PFA
- paraformaldehyde
- PBS
- Phosphate-Buffered Saline
- NGS
- normal goat serum
- RT
- room temperature
- APD
- Avalanche Photodiode Detectors
- IRF
- Instrument Response function
- FWHM
- Full Width at Half Maximum
- MLE
- Maximum Likelihood Estimation
- ROI
- regions of interest
- SLSQP
- Sequential Least Squares Programming
- CWF
- Complex Wavelet Filter
- SQUIRREL
- Super-resolution QUantitative Image Rating and Reporting of Error Locations
- SE
- Squared Error
- SEM
- Standard Error of the Mean
- SNR
- signal to noise ratio
- STD
- standard Deviation
- BFP
- Back Focal Plane
- CW
- Continuous Wave
- FCS
- Fluorescence Correlation Spectroscopy
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