Literature DB >> 20052200

A method to unmix multiple fluorophores in microscopy images with minimal a priori information.

S Schlachter1, S Schwedler, A Esposito, G S Kaminski Schierle, G D Moggridge, C F Kaminski.   

Abstract

The ability to quantify the fluorescence signals from multiply labeled biological samples is highly desirable in the life sciences but often difficult, because of spectral overlap between fluorescent species and the presence of autofluorescence. Several so called unmixing algorithms have been developed to address this problem. Here, we present a novel algorithm that combines measurements of lifetime and spectrum to achieve unmixing without a priori information on the spectral properties of the fluorophore labels. The only assumption made is that the lifetimes of the fluorophores differ. Our method combines global analysis for a measurement of lifetime distributions with singular value decomposition to recover individual fluorescence spectra. We demonstrate the technique on simulated datasets and subsequently by an experiment on a biological sample. The method is computationally efficient and straightforward to implement. Applications range from histopathology of complex and multiply labelled samples to functional imaging in live cells.

Mesh:

Year:  2009        PMID: 20052200     DOI: 10.1364/OE.17.022747

Source DB:  PubMed          Journal:  Opt Express        ISSN: 1094-4087            Impact factor:   3.894


  5 in total

1.  Line-scanning hyperspectral imaging based on structured illumination optical sectioning.

Authors:  Yu John Hsu; Chih-Chiang Chen; Chien-Hsiang Huang; Chia-Hua Yeh; Li-Ying Liu; Szu-Yu Chen
Journal:  Biomed Opt Express       Date:  2017-05-18       Impact factor: 3.732

2.  Non-de-scanned parallel recording two-photon hyperspectral microscopy with high spectral and spatial resolution.

Authors:  Szu-Yu Chen; Chiao-Sheng Lu; Chia-Hua Yeh
Journal:  Biomed Opt Express       Date:  2014-01-02       Impact factor: 3.732

3.  A FRET sensor for non-invasive imaging of amyloid formation in vivo.

Authors:  Gabriele S Kaminski Schierle; Carlos W Bertoncini; Fiona T S Chan; Annemieke T van der Goot; Stefanie Schwedler; Jeremy Skepper; Simon Schlachter; Tjakko van Ham; Alessandro Esposito; Janet R Kumita; Ellen A A Nollen; Christopher M Dobson; Clemens F Kaminski
Journal:  Chemphyschem       Date:  2011-02-09       Impact factor: 3.102

4.  Application of non-negative matrix factorization to multispectral FLIM data analysis.

Authors:  Paritosh Pande; Brian E Applegate; Javier A Jo
Journal:  Biomed Opt Express       Date:  2012-08-24       Impact factor: 3.732

Review 5.  High-throughput, multi-parametric, and correlative fluorescence lifetime imaging.

Authors:  Chetan Poudel; Ioanna Mela; Clemens F Kaminski
Journal:  Methods Appl Fluoresc       Date:  2020-02-20       Impact factor: 3.009

  5 in total

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