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Published on: December 29, 2017
Multivariate Curve Resolution Slicing of Multiexponential Time-Resolved Spectroscopy Fluorescence Data
Olivier Devos1, Mahdiyeh Ghaffari1, Raffaele Vitale1
1Univ. Lille, CNRS, UMR 8516 - LASIRE - Laboratory of advanced spectroscopy, interactions, reactivity and environment, Cité scientifique, Bâtiment C5, 59000 Lille, France.
This study introduces multivariate curve resolution (MCR) slicing for analyzing time-resolved fluorescence spectroscopy (TRFS) data. This fit-free method accurately determines molecular lifetimes and contributions from complex mixtures, overcoming limitations of traditional fitting approaches.
Area of Science:
- Analytical Chemistry
- Spectroscopy
- Physical Chemistry
Background:
- Time-resolved fluorescence spectroscopy (TRFS) provides molecular insights but relies on complex multiexponential fitting.
- The instrumental response function (IRF) limits TRFS time resolution and complicates data analysis.
- Extracting accurate fluorescence lifetimes from decay curves is challenging due to instrumental limitations and sample complexity.
Purpose of the Study:
- To develop a novel, fit-free method for analyzing multiexponential fluorescence decay curves in TRFS.
- To enhance the accuracy and applicability of TRFS by overcoming limitations imposed by the IRF.
- To enable detailed characterization of complex molecular systems and mixtures using TRFS data.
Main Methods:
- A multivariate curve resolution (MCR) approach based on data slicing was developed.
- The method utilizes a hybrid bilinear/trilinear data decomposition within the MCR-ALS framework.
- The approach is designed to handle decay profiles deviating from ideal monoexponential behavior.
Main Results:
- The MCR slicing method accurately determined composition, lifetimes, and contributions for ternary dye mixtures.
- The technique successfully recovered individual component decay profiles, even those not purely monoexponential.
- Analysis of a photoswitchable fluorescent protein (rsEGFP2) yielded three distinct fluorescence lifetimes and the IRF profile.
Conclusions:
- MCR slicing offers a robust, fit-free alternative for analyzing complex TRFS data.
- The method accurately decomposes multiexponential decays and characterizes components in intricate systems.
- This approach advances the capabilities of TRFS for detailed molecular analysis.
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