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Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy

SIGNIFICANCE: The dual-wedge prism (DWP)-based spectroscopic single-molecule localization microscopy (sSMLM) system offers improved localization precision and adjustable spectral or localization performance, but its nonlinear spectral dispersion presents a challenge. A systematic method can help und...

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Autores principales: Yeo, Wei-Hong, Sun, Cheng, Zhang, Hao F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Society of Photo-Optical Instrumentation Engineers 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10546470/
https://www.ncbi.nlm.nih.gov/pubmed/37795311
http://dx.doi.org/10.1117/1.JBO.29.S1.S11502
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author Yeo, Wei-Hong
Sun, Cheng
Zhang, Hao F.
author_facet Yeo, Wei-Hong
Sun, Cheng
Zhang, Hao F.
author_sort Yeo, Wei-Hong
collection PubMed
description SIGNIFICANCE: The dual-wedge prism (DWP)-based spectroscopic single-molecule localization microscopy (sSMLM) system offers improved localization precision and adjustable spectral or localization performance, but its nonlinear spectral dispersion presents a challenge. A systematic method can help understand the challenges and thereafter optimize the DWP system’s performance by customizing the system parameters to maximize the spectral or localization performance for various molecular labels. AIM: We developed a Monte Carlo (MC)-based model that predicts the imaging output of the DWP-based sSMLM system given different system parameters. APPROACH: We assessed our MC model’s localization and spectral precisions by comparing our simulation against theoretical equations and fluorescent microspheres. Furthermore, we simulated the DWP-based system using beamsplitters (BSs) with a reflectance (R):transmittance (T) of R50:T50 and R30:T70 and their tradeoffs. RESULTS: Our MC simulation showed average deviations of 2.5 and 2.1 nm for localization and spectral precisions against theoretical equations and 2.3 and 1.0 nm against fluorescent microspheres. An R30:T70 BS improved the spectral precision by 8% but worsened the localization precision by 35% on average compared with an R50:T50 BS. CONCLUSIONS: The MC model accurately predicted the localization precision, spectral precision, spectral peaks, and spectral widths of fluorescent microspheres, as validated by experimental data. Our work enhances the theoretical understanding of DWP-based sSMLM for multiplexed imaging, enabling performance optimization.
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spelling pubmed-105464702023-10-04 Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy Yeo, Wei-Hong Sun, Cheng Zhang, Hao F. J Biomed Opt Special Issue Honoring Lihong V. Wang, Pioneer in Biomedical Optics SIGNIFICANCE: The dual-wedge prism (DWP)-based spectroscopic single-molecule localization microscopy (sSMLM) system offers improved localization precision and adjustable spectral or localization performance, but its nonlinear spectral dispersion presents a challenge. A systematic method can help understand the challenges and thereafter optimize the DWP system’s performance by customizing the system parameters to maximize the spectral or localization performance for various molecular labels. AIM: We developed a Monte Carlo (MC)-based model that predicts the imaging output of the DWP-based sSMLM system given different system parameters. APPROACH: We assessed our MC model’s localization and spectral precisions by comparing our simulation against theoretical equations and fluorescent microspheres. Furthermore, we simulated the DWP-based system using beamsplitters (BSs) with a reflectance (R):transmittance (T) of R50:T50 and R30:T70 and their tradeoffs. RESULTS: Our MC simulation showed average deviations of 2.5 and 2.1 nm for localization and spectral precisions against theoretical equations and 2.3 and 1.0 nm against fluorescent microspheres. An R30:T70 BS improved the spectral precision by 8% but worsened the localization precision by 35% on average compared with an R50:T50 BS. CONCLUSIONS: The MC model accurately predicted the localization precision, spectral precision, spectral peaks, and spectral widths of fluorescent microspheres, as validated by experimental data. Our work enhances the theoretical understanding of DWP-based sSMLM for multiplexed imaging, enabling performance optimization. Society of Photo-Optical Instrumentation Engineers 2023-10-03 2024-01 /pmc/articles/PMC10546470/ /pubmed/37795311 http://dx.doi.org/10.1117/1.JBO.29.S1.S11502 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI.
spellingShingle Special Issue Honoring Lihong V. Wang, Pioneer in Biomedical Optics
Yeo, Wei-Hong
Sun, Cheng
Zhang, Hao F.
Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
title Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
title_full Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
title_fullStr Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
title_full_unstemmed Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
title_short Physically informed Monte Carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
title_sort physically informed monte carlo simulation of dual-wedge prism-based spectroscopic single-molecule localization microscopy
topic Special Issue Honoring Lihong V. Wang, Pioneer in Biomedical Optics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10546470/
https://www.ncbi.nlm.nih.gov/pubmed/37795311
http://dx.doi.org/10.1117/1.JBO.29.S1.S11502
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