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Stephen W. Paddock (ed.), Confocal Microscopy: Methods and Protocols, Methods in Molecular Biology, vol. 1075,
DOI 10.1007/978-1-60761-847-8_5, © Springer Science+Business Media New York 2014
Chapter 5
Clearing Up the Signal: Spectral Imaging and Linear
Unmixing in Fluorescence Microscopy
Timo Zimmermann, Joanne Marrison, Karen Hogg, and Peter O’Toole
Abstract
The ongoing progress in fluorescence labeling and in microscope instrumentation allows the generation
and the imaging of complex biological samples that contain increasing numbers of fluorophores. For the
correct quantitative analysis of datasets with multiple fluorescence channels, it is essential that the signals
of the different fluorophores are reliably separated. Due to the width of fluorescence spectra, this cannot
always be achieved using the fluorescence filters in the microscope. In such cases spectral imaging of the
fluorescence data and subsequent linear unmixing allows the separation even of highly overlapping fluoro-
phores into pure signals. In this chapter, the problems of fluorescence cross talk are defined, the concept
of spectral imaging and separation by linear unmixing is described, and an overview of the microscope
types suitable for spectral imaging are given.
Key words Spectral imaging, Linear unmixing, Image analysis, Fluorescence cross talk, Multichannel
imaging
1 Introduction
The introduction of fluorescent dyes for microscopy and their
combination with immunochemistry provided important stimuli
for light microscopy after decades of relative stagnation in regard
to new developments. The possibility to exclusively visualize highly
specific intracellular structures in distinctive colors against a dark
background has changed our visual perception as well as our
understanding of cellular mechanisms. The replacement of photo-
graphic film by highly sensitive monochromatic CCD cameras that
generate digital images that can be easily merged into dramatic
multicolor images helped to establish fluorescence light micros-
copy as the method of choice for cell biological imaging.
Fluorescence imaging was also ideally suited for a groundbreaking
new technology, confocal microscopy, which emerged as a power-
ful tool for biological imaging at the end of the 1980s and allowed
the generation of highly resolved three-dimensional datasets of