Convex hull as diagnostic tool in single-molecule localization microscopy.

Ebert, Vincent; Eiring, Patrick; Helmerich, Dominic A; Seifert, Rick; Sauer, Markus; Doose, Sören · Bioinformatics · 2022

basic_science · Level V

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Abstract

Single-molecule localization microscopy resolves individual fluorophores or fluorescence-labeled biomolecules. Data are provided as a set of localizations that distribute normally around the true fluorophore position with a variance determined by the localization precision. Characterizing the spatial fluorophore distribution to differentiate between resolution-limited localization clusters, which resemble individual biomolecules, and extended structures, which represent aggregated molecular complexes, is a common challenge. We demonstrate the use of the convex hull and related hull properties of localization clusters for diagnostic purposes, as a parameter for cluster selection or as a tool to determine localization precision. https://github.com/super-resolution/Ebert-et-al-2022-supplement. Supplementary data are available at Bioinformatics online.

Medical subject headings