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Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data

[Image: see text] Phasor analysis is a robust, nonfitting, method for the study of multiexponential decays in lifetime imaging data, routinely used in Fluorescence Lifetime Imaging Microscopy (FLIM) and only recently validated for Magnetic Resonance Imaging (MRI). In the established phasor approach,...

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Autores principales: Franssen, Wouter M. J., Vergeldt, Frank J., Bader, Arjen N., van Amerongen, Herbert, Terenzi, Camilla
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2020
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7649845/
https://www.ncbi.nlm.nih.gov/pubmed/33053305
http://dx.doi.org/10.1021/acs.jpclett.0c02319
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author Franssen, Wouter M. J.
Vergeldt, Frank J.
Bader, Arjen N.
van Amerongen, Herbert
Terenzi, Camilla
author_facet Franssen, Wouter M. J.
Vergeldt, Frank J.
Bader, Arjen N.
van Amerongen, Herbert
Terenzi, Camilla
author_sort Franssen, Wouter M. J.
collection PubMed
description [Image: see text] Phasor analysis is a robust, nonfitting, method for the study of multiexponential decays in lifetime imaging data, routinely used in Fluorescence Lifetime Imaging Microscopy (FLIM) and only recently validated for Magnetic Resonance Imaging (MRI). In the established phasor approach, typically only the first Fourier harmonic is used to unravel time-domain exponential trends and their intercorrelations across image voxels. Here, we demonstrate the potential of full-harmonics (FH) phasor analysis by using all frequency-domain data points in simulations and quantitative MRI (qMRI) T(2) measurements of phantoms with bulk liquids or liquid-filled porous particles and of a human brain. We show that FH analysis, while of limited advantage in FLIM due to the correlated nature of shot noise, in MRI outperforms single-harmonic phasor in unravelling multiple physical environments and partial-volume effects otherwise undiscernible. We foresee application of FH phasor to, e.g., big-data analysis in qMRI of biological or other multiphase systems, where multiparameter fitting is unfeasible.
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spelling pubmed-76498452020-11-10 Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data Franssen, Wouter M. J. Vergeldt, Frank J. Bader, Arjen N. van Amerongen, Herbert Terenzi, Camilla J Phys Chem Lett [Image: see text] Phasor analysis is a robust, nonfitting, method for the study of multiexponential decays in lifetime imaging data, routinely used in Fluorescence Lifetime Imaging Microscopy (FLIM) and only recently validated for Magnetic Resonance Imaging (MRI). In the established phasor approach, typically only the first Fourier harmonic is used to unravel time-domain exponential trends and their intercorrelations across image voxels. Here, we demonstrate the potential of full-harmonics (FH) phasor analysis by using all frequency-domain data points in simulations and quantitative MRI (qMRI) T(2) measurements of phantoms with bulk liquids or liquid-filled porous particles and of a human brain. We show that FH analysis, while of limited advantage in FLIM due to the correlated nature of shot noise, in MRI outperforms single-harmonic phasor in unravelling multiple physical environments and partial-volume effects otherwise undiscernible. We foresee application of FH phasor to, e.g., big-data analysis in qMRI of biological or other multiphase systems, where multiparameter fitting is unfeasible. American Chemical Society 2020-10-14 2020-11-05 /pmc/articles/PMC7649845/ /pubmed/33053305 http://dx.doi.org/10.1021/acs.jpclett.0c02319 Text en © 2020 American Chemical Society This is an open access article published under a Creative Commons Non-Commercial No Derivative Works (CC-BY-NC-ND) Attribution License (http://pubs.acs.org/page/policy/authorchoice_ccbyncnd_termsofuse.html) , which permits copying and redistribution of the article, and creation of adaptations, all for non-commercial purposes.
spellingShingle Franssen, Wouter M. J.
Vergeldt, Frank J.
Bader, Arjen N.
van Amerongen, Herbert
Terenzi, Camilla
Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data
title Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data
title_full Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data
title_fullStr Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data
title_full_unstemmed Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data
title_short Full-Harmonics Phasor Analysis: Unravelling Multiexponential Trends in Magnetic Resonance Imaging Data
title_sort full-harmonics phasor analysis: unravelling multiexponential trends in magnetic resonance imaging data
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7649845/
https://www.ncbi.nlm.nih.gov/pubmed/33053305
http://dx.doi.org/10.1021/acs.jpclett.0c02319
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