Author/Editor     Zupančič, Gregor
Title     A method for dynamic spectrophotometric measurements in vivo using principal component analysis-based spectral deconvolution
Type     članek
Source     Pflugers Arch
Vol. and No.     Letnik 447
Publication year     2003
Volume     str. 109-19
Language     eng
Abstract     A method was developed for dynamic spectrophotometric measurements in vivo in the presence of non-specific spectral changes due to external disturbances. This method was used to measure changes in mitochondrial respiratory pigment redox states in photoreceptor cells of live, white-eyed mutants of the blowfly Calliphora vicina. The changes were brought about by exchanging the atmosphere around an immobilised animal from air to NZ and back again by a rapid gas exchange system. During an experiment reflectance spectra were measured by a linear CCD array spectrophotometer. This method involves the pre-processing steps of difference spectra calculation and digital filtering in one and two dimensions. These were followed by timedomain principal component anaiysis (PCA). PCA yielded seven significant time domain principal component vectors and seven corresponding spectral score vectors. In addition, through PCA we also obtained a time course of changes common to all wavelengths - the residual vector, corresponding to non-specific spectral changes due to preparation movement or mitochondrial swelling. In the final step the redox state time courses were obtained by fitting linear combinations of respiratory pigment difference spectra to each of the seven score vectors. The resulting matrix of factors was then multiplied by the matrix of seven principal component vectors to yield the time courses of respiratory pigment redox states. The method can be used, with minor modifications, in many cases of time-resolved optical measurements of multiple overlapping spectral components, especialIy in situations where non-specific external influences cannot be disregarded.
Descriptors     MITOCHONDRIA
CYTOCHROMES
PHOTORECEPTORS, INVERTEBRATE
RETINA
SPECTROPHOTOMETRY
DIPTERA
OXIDATION-REDUCTION
OXYGEN
NITROGEN