Optimized localization analysis for single-molecule tracking and super-resolution microscopy

We optimally localized isolated fluorescent beads and molecules imaged as diffraction-limited spots, determined the orientation of molecules and present reliable formulas for the precision of various localization methods. Both theory and experimental data showed that unweighted least-squares fitting...

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Veröffentlicht in:Nature methods 2010-05, Vol.7 (5), p.377-381
Hauptverfasser: Flyvbjerg, Henrik, Mortensen, Kim I, Churchman, L Stirling, Spudich, James A
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Sprache:eng
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Zusammenfassung:We optimally localized isolated fluorescent beads and molecules imaged as diffraction-limited spots, determined the orientation of molecules and present reliable formulas for the precision of various localization methods. Both theory and experimental data showed that unweighted least-squares fitting of a Gaussian squanders one-third of the available information, a popular formula for its precision exaggerates beyond Fisher's information limit, and weighted least-squares may do worse, whereas maximum-likelihood fitting is practically optimal.
ISSN:1548-7091
1548-7105
DOI:10.1038/nmeth.1447