Improving z-tracking accuracy in the two-photon single-particle tracking microscope

Here, we present a method that can improve the z-tracking accuracy of the recently invented TSUNAMI (Tracking of Single particles Using Nonlinear And Multiplexed Illumination) microscope. This method utilizes a maximum likelihood estimator (MLE) to determine the particle's 3D position that maxi...

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Veröffentlicht in:Applied physics letters. - 1998. - 107(2015), 15 vom: 12. Okt., Seite 153701
1. Verfasser: Liu, C (VerfasserIn)
Weitere Verfasser: Liu, Y-L, Perillo, E P, Jiang, N, Dunn, A K, Yeh, H-C
Format: Aufsatz
Sprache:English
Veröffentlicht: 2015
Zugriff auf das übergeordnete Werk:Applied physics letters
Schlagworte:Journal Article
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520 |a Here, we present a method that can improve the z-tracking accuracy of the recently invented TSUNAMI (Tracking of Single particles Using Nonlinear And Multiplexed Illumination) microscope. This method utilizes a maximum likelihood estimator (MLE) to determine the particle's 3D position that maximizes the likelihood of the observed time-correlated photon count distribution. Our Monte Carlo simulations show that the MLE-based tracking scheme can improve the z-tracking accuracy of TSUNAMI microscope by 1.7 fold. In addition, MLE is also found to reduce the temporal correlation of the z-tracking error. Taking advantage of the smaller and less temporally correlated z-tracking error, we have precisely recovered the hybridization-melting kinetics of a DNA model system from thousands of short single-particle trajectories in silico. Our method can be generally applied to other 3D single-particle tracking techniques 
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700 1 |a Liu, Y-L  |e verfasserin  |4 aut 
700 1 |a Perillo, E P  |e verfasserin  |4 aut 
700 1 |a Jiang, N  |e verfasserin  |4 aut 
700 1 |a Dunn, A K  |e verfasserin  |4 aut 
700 1 |a Yeh, H-C  |e verfasserin  |4 aut 
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