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Optics Express

Optics Express

  • Editor: C. Martijn de Sterke
  • Vol. 19, Iss. 4 — Feb. 14, 2011
  • pp: 3226–3235

Minimizing detection errors in single molecule localization microscopy

Pavel Křížek, Ivan Raška, and Guy M. Hagen  »View Author Affiliations


Optics Express, Vol. 19, Issue 4, pp. 3226-3235 (2011)
http://dx.doi.org/10.1364/OE.19.003226


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Abstract

Fluorescence microscopy using single molecule imaging and localization (PALM, STORM, and similar approaches) has quickly been adopted as a convenient method for obtaining multicolor, 3D superresolution images of biological samples. Using an approach based on extensive Monte Carlo simulations, we examined the performance of various noise reducing filters required for the detection of candidate molecules. We determined a suitable noise reduction method and derived an optimal, nonlinear threshold which minimizes detection errors introduced by conventional algorithms. We also present a new technique for visualization of single molecule localization microscopy data based on adaptively jittered 2D histograms. We have used our new methods to image both Atto565-phalloidin labeled actin in fibroblast cells, and mCitrine-erbB3 expressed in A431 cells. The enhanced methods developed here were crucial in processing the data we obtained from these samples, as the overall signal to noise ratio was quite low.

© 2011 OSA

OCIS Codes
(000.5490) General : Probability theory, stochastic processes, and statistics
(100.6640) Image processing : Superresolution
(180.2520) Microscopy : Fluorescence microscopy

ToC Category:
Microscopy

History
Original Manuscript: December 9, 2010
Revised Manuscript: January 21, 2011
Manuscript Accepted: January 25, 2011
Published: February 3, 2011

Virtual Issues
Vol. 6, Iss. 3 Virtual Journal for Biomedical Optics

Citation
Pavel Křížek, Ivan Raška, and Guy M. Hagen, "Minimizing detection errors in single molecule localization microscopy," Opt. Express 19, 3226-3235 (2011)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-19-4-3226


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