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Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex

Investigating cerebral metabolism in vivo at a microscopic level is essential for understanding brain function and its pathological alterations. The intricate signaling and metabolic dynamics between neurons, glia, and microvasculature requires much more detailed understanding to better comprehend t...

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Autores principales: Gómez, Carlos A., Sutin, Jason, Wu, Weicheng, Fu, Buyin, Uhlirova, Hana, Devor, Anna, Boas, David A., Sakadžić, Sava, Yaseen, Mohammad A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5862490/
https://www.ncbi.nlm.nih.gov/pubmed/29561904
http://dx.doi.org/10.1371/journal.pone.0194578
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author Gómez, Carlos A.
Sutin, Jason
Wu, Weicheng
Fu, Buyin
Uhlirova, Hana
Devor, Anna
Boas, David A.
Sakadžić, Sava
Yaseen, Mohammad A.
author_facet Gómez, Carlos A.
Sutin, Jason
Wu, Weicheng
Fu, Buyin
Uhlirova, Hana
Devor, Anna
Boas, David A.
Sakadžić, Sava
Yaseen, Mohammad A.
author_sort Gómez, Carlos A.
collection PubMed
description Investigating cerebral metabolism in vivo at a microscopic level is essential for understanding brain function and its pathological alterations. The intricate signaling and metabolic dynamics between neurons, glia, and microvasculature requires much more detailed understanding to better comprehend the mechanisms governing brain function and its disease-related changes. We recently demonstrated that pharmacologically-induced alterations to different steps of cerebral metabolism can be distinguished utilizing 2-photon fluorescence lifetime imaging of endogenous reduced nicotinamide adenine dinucleotide (NADH) fluorescence in vivo. Here, we evaluate the ability of the phasor analysis method to identify these pharmacological metabolic alterations and compare the method’s performance with more conventional nonlinear curve-fitting analysis. Visualization of phasor data, both at the fundamental laser repetition frequency and its second harmonic, enables resolution of pharmacologically-induced alterations to mitochondrial metabolic processes from baseline cerebral metabolism. Compared to our previous classification models based on nonlinear curve-fitting, phasor–based models required fewer parameters and yielded comparable or improved classification accuracy. Fluorescence lifetime imaging of NADH and phasor analysis shows utility for detecting metabolic alterations and will lead to a deeper understanding of cerebral energetics and its pathological changes.
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spelling pubmed-58624902018-03-28 Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex Gómez, Carlos A. Sutin, Jason Wu, Weicheng Fu, Buyin Uhlirova, Hana Devor, Anna Boas, David A. Sakadžić, Sava Yaseen, Mohammad A. PLoS One Research Article Investigating cerebral metabolism in vivo at a microscopic level is essential for understanding brain function and its pathological alterations. The intricate signaling and metabolic dynamics between neurons, glia, and microvasculature requires much more detailed understanding to better comprehend the mechanisms governing brain function and its disease-related changes. We recently demonstrated that pharmacologically-induced alterations to different steps of cerebral metabolism can be distinguished utilizing 2-photon fluorescence lifetime imaging of endogenous reduced nicotinamide adenine dinucleotide (NADH) fluorescence in vivo. Here, we evaluate the ability of the phasor analysis method to identify these pharmacological metabolic alterations and compare the method’s performance with more conventional nonlinear curve-fitting analysis. Visualization of phasor data, both at the fundamental laser repetition frequency and its second harmonic, enables resolution of pharmacologically-induced alterations to mitochondrial metabolic processes from baseline cerebral metabolism. Compared to our previous classification models based on nonlinear curve-fitting, phasor–based models required fewer parameters and yielded comparable or improved classification accuracy. Fluorescence lifetime imaging of NADH and phasor analysis shows utility for detecting metabolic alterations and will lead to a deeper understanding of cerebral energetics and its pathological changes. Public Library of Science 2018-03-21 /pmc/articles/PMC5862490/ /pubmed/29561904 http://dx.doi.org/10.1371/journal.pone.0194578 Text en © 2018 Gómez et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Gómez, Carlos A.
Sutin, Jason
Wu, Weicheng
Fu, Buyin
Uhlirova, Hana
Devor, Anna
Boas, David A.
Sakadžić, Sava
Yaseen, Mohammad A.
Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
title Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
title_full Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
title_fullStr Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
title_full_unstemmed Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
title_short Phasor analysis of NADH FLIM identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
title_sort phasor analysis of nadh flim identifies pharmacological disruptions to mitochondrial metabolic processes in the rodent cerebral cortex
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5862490/
https://www.ncbi.nlm.nih.gov/pubmed/29561904
http://dx.doi.org/10.1371/journal.pone.0194578
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