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Empagliflozin Preserves Skeletal Muscle Function in a HFpEF Rat Model. Int J Mol Sci 2022; 23:ijms231910989. [PMID: 36232292 PMCID: PMC9570453 DOI: 10.3390/ijms231910989] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 09/09/2022] [Accepted: 09/16/2022] [Indexed: 11/22/2022] Open
Abstract
Besides structural alterations in the myocardium, heart failure with preserved ejection fraction (HFpEF) is also associated with molecular and physiological alterations of the peripheral skeletal muscles (SKM) contributing to exercise intolerance often seen in HFpEF patients. Recently, the use of Sodium-Glucose-Transporter 2 inhibitors (SGLT2i) in clinical studies provided evidence for a significant reduction in the combined risk of cardiovascular death or hospitalization for HFpEF. The present study aimed to further elucidate the impact of Empagliflozin (Empa) on: (1) SKM function and metabolism and (2) mitochondrial function in an established HFpEF rat model. At the age of 24 weeks, obese ZSF1 rats were randomized either receiving standard care or Empa in the drinking water. ZSF1 lean animals served as healthy controls. After 8 weeks of treatment, echocardiography and SKM contractility were performed. Mitochondrial function was assessed in saponin skinned fibers and SKM tissue was snap frozen for molecular analyses. HFpEF was evident in the obese animals when compared to lean—increased E/é and preserved left ventricular ejection fraction. Empa treatment significantly improved E/é and resulted in improved SKM contractility with reduced intramuscular lipid content. Better mitochondrial function (mainly in complex IV) with only minor modulation of atrophy-related proteins was seen after Empa treatment. The results clearly documented a beneficial effect of Empa on SKM function in the present HFpEF model. These effects were accompanied by positive effects on mitochondrial function possibly modulating SKM function.
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Tolstik E, Ali N, Guo S, Ebersbach P, Möllmann D, Arias-Loza P, Dierks J, Schuler I, Freier E, Debus J, Baba HA, Nordbeck P, Bocklitz T, Lorenz K. CARS Imaging Advances Early Diagnosis of Cardiac Manifestation of Fabry Disease. Int J Mol Sci 2022; 23:5345. [PMID: 35628155 PMCID: PMC9142043 DOI: 10.3390/ijms23105345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2022] [Revised: 05/05/2022] [Accepted: 05/08/2022] [Indexed: 12/12/2022] Open
Abstract
Vibrational spectroscopy can detect characteristic biomolecular signatures and thus has the potential to support diagnostics. Fabry disease (FD) is a lipid disorder disease that leads to accumulations of globotriaosylceramide in different organs, including the heart, which is particularly critical for the patient's prognosis. Effective treatment options are available if initiated at early disease stages, but many patients are late- or under-diagnosed. Since Coherent anti-Stokes Raman (CARS) imaging has a high sensitivity for lipid/protein shifts, we applied CARS as a diagnostic tool to assess cardiac FD manifestation in an FD mouse model. CARS measurements combined with multivariate data analysis, including image preprocessing followed by image clustering and data-driven modeling, allowed for differentiation between FD and control groups. Indeed, CARS identified shifts of lipid/protein content between the two groups in cardiac tissue visually and by subsequent automated bioinformatic discrimination with a mean sensitivity of 90-96%. Of note, this genotype differentiation was successful at a very early time point during disease development when only kidneys are visibly affected by globotriaosylceramide depositions. Altogether, the sensitivity of CARS combined with multivariate analysis allows reliable diagnostic support of early FD organ manifestation and may thus improve diagnosis, prognosis, and possibly therapeutic monitoring of FD.
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Affiliation(s)
- Elen Tolstik
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany; (P.E.); (J.D.); (I.S.); (E.F.)
| | - Nairveen Ali
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Albert-Einstein-Str. 9, 07745 Jena, Germany; (N.A.); (S.G.); (T.B.)
| | - Shuxia Guo
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Albert-Einstein-Str. 9, 07745 Jena, Germany; (N.A.); (S.G.); (T.B.)
| | - Paul Ebersbach
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany; (P.E.); (J.D.); (I.S.); (E.F.)
| | - Dorothe Möllmann
- Institute of Pathology, University Hospital Essen, Hufelandstr. 55, 45147 Essen, Germany; (D.M.); (H.A.B.)
| | - Paula Arias-Loza
- Department of Nuclear Medicine, Oberdürrbacher Str. 6, 97080 Wuerzburg, Germany;
| | - Johann Dierks
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany; (P.E.); (J.D.); (I.S.); (E.F.)
| | - Irina Schuler
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany; (P.E.); (J.D.); (I.S.); (E.F.)
| | - Erik Freier
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany; (P.E.); (J.D.); (I.S.); (E.F.)
| | - Jörg Debus
- Department of Physics, TU Dortmund University, Otto-Hahn-Str. 4a, 44227 Dortmund, Germany;
| | - Hideo A. Baba
- Institute of Pathology, University Hospital Essen, Hufelandstr. 55, 45147 Essen, Germany; (D.M.); (H.A.B.)
| | - Peter Nordbeck
- Department of Internal Medicine I, University of Würzburg, Oberdürrbacher Str. 6, 97080 Wuerzburg, Germany;
| | - Thomas Bocklitz
- Leibniz Institute of Photonic Technology, Member of Leibniz Health Technologies, Albert-Einstein-Str. 9, 07745 Jena, Germany; (N.A.); (S.G.); (T.B.)
| | - Kristina Lorenz
- Leibniz-Institut für Analytische Wissenschaften-ISAS-e.V., Bunsen-Kirchhoff-Str. 11, 44139 Dortmund, Germany; (P.E.); (J.D.); (I.S.); (E.F.)
- Institute of Pharmacology and Toxicology, University of Würzburg, Versbacher Str. 9, 97078 Wuerzburg, Germany
- Comprehensive Heart Failure Center, University Hospital of Würzburg, Am Schwarzenberg 15, 97078 Wuerzburg, Germany
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García-Mendívil L, Pérez-Zabalza M, Mountris K, Duwé S, Smisdom N, Pérez M, Luján L, Wolfs E, Driesen RB, Vallejo-Gil JM, Fresneda-Roldán PC, Fañanás-Mastral J, Vázquez-Sancho M, Matamala-Adell M, Sorribas-Berjón JF, Bellido-Morales JA, Mancebón-Sierra FJ, Vaca-Núñez AS, Ballester-Cuenca C, Oliván-Viguera A, Diez E, Ordovás L, Pueyo E. Analysis of age-related left ventricular collagen remodeling in living donors: Implications in arrhythmogenesis. iScience 2022; 25:103822. [PMID: 35198884 PMCID: PMC8850748 DOI: 10.1016/j.isci.2022.103822] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 12/14/2021] [Accepted: 01/25/2022] [Indexed: 12/18/2022] Open
Abstract
Age-related fibrosis in the left ventricle (LV) has been mainly studied in animals by assessing collagen content. Using second-harmonic generation microscopy and image processing, we evaluated amount, aggregation and spatial distribution of LV collagen in young to old pigs, and middle-age and elder living donors. All collagen features increased when comparing adult and old pigs with young ones, but not when comparing adult with old pigs or middle-age with elder individuals. Remarkably, all collagen parameters strongly correlated with lipofuscin, a biological age marker, in humans. By building patient-specific models of human ventricular tissue electrophysiology, we confirmed that amount and organization of fibrosis modulated arrhythmia vulnerability, and that distribution should be accounted for arrhythmia risk assessment. In conclusion, we characterize the age-associated changes in LV collagen and its potential implications for ventricular arrhythmia development. Consistency between pig and human results substantiate the pig as a relevant model of age-related LV collagen dynamics. Collagen remodeling traits change from youth to adulthood, not from midlife onwards In humans, collagen remodeling traits relate with the biological age-pigment lipofuscin Beyond collagen amount, its distribution also influences ventricular arrhythmogenesis Consistent age-related remodeling was observed amid healthy farm pigs and living donors
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Affiliation(s)
- Laura García-Mendívil
- Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza 50018, Spain.,BSICoS, IIS Aragón, Zaragoza 50018, Spain
| | - María Pérez-Zabalza
- Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza 50018, Spain.,BSICoS, IIS Aragón, Zaragoza 50018, Spain
| | - Konstantinos Mountris
- Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza 50018, Spain.,BSICoS, IIS Aragón, Zaragoza 50018, Spain
| | - Sam Duwé
- Advanced Optical Microscopy Centre, Biomedical Research Institute, Hasselt University, Diepenbeek 3500, Belgium
| | - Nick Smisdom
- Biomedical Research Institute, Hasselt University, Diepenbeek 3500, Belgium
| | - Marta Pérez
- Department of Anatomy, Embryology and Animal Genetics, University of Zaragoza, Zaragoza 50013, Spain.,Instituto Universitario de Investigación Mixto Agroalimentario de Aragón (IA2), University of Zaragoza, Zaragoza 50013, Spain
| | - Lluís Luján
- Instituto Universitario de Investigación Mixto Agroalimentario de Aragón (IA2), University of Zaragoza, Zaragoza 50013, Spain.,Department of Animal Pathology, University of Zaragoza, Zaragoza 50013, Spain
| | - Esther Wolfs
- Biomedical Research Institute, Hasselt University, Diepenbeek 3500, Belgium
| | - Ronald B Driesen
- Biomedical Research Institute, Hasselt University, Diepenbeek 3500, Belgium
| | - José María Vallejo-Gil
- Department of Cardiovascular Surgery, University Hospital Miguel Servet, Zaragoza 50009, Spain
| | | | - Javier Fañanás-Mastral
- Department of Cardiovascular Surgery, University Hospital Miguel Servet, Zaragoza 50009, Spain
| | - Manuel Vázquez-Sancho
- Department of Cardiovascular Surgery, University Hospital Miguel Servet, Zaragoza 50009, Spain
| | - Marta Matamala-Adell
- Department of Cardiovascular Surgery, University Hospital Miguel Servet, Zaragoza 50009, Spain
| | | | | | | | | | - Carlos Ballester-Cuenca
- Department of Cardiovascular Surgery, University Hospital Miguel Servet, Zaragoza 50009, Spain
| | - Aida Oliván-Viguera
- Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza 50018, Spain.,BSICoS, IIS Aragón, Zaragoza 50018, Spain.,Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Zaragoza 50018, Spain
| | - Emiliano Diez
- Institute of Experimental Medicine and Biology of Cuyo (IMBECU), CONICET, Mendoza 5500, Argentina
| | - Laura Ordovás
- Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza 50018, Spain.,BSICoS, IIS Aragón, Zaragoza 50018, Spain.,ARAID Foundation, Zaragoza 50018, Spain
| | - Esther Pueyo
- Biomedical Signal Interpretation and Computational Simulation Group (BSICoS), Aragón Institute of Engineering Research, University of Zaragoza, Zaragoza 50018, Spain.,BSICoS, IIS Aragón, Zaragoza 50018, Spain.,Biomedical Research Networking Center in Bioengineering, Biomaterials and Nanomedicine (CIBER-BBN), Zaragoza 50018, Spain
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Schauer A, Adams V, Augstein A, Jannasch A, Draskowski R, Kirchhoff V, Goto K, Mittag J, Galli R, Männel A, Barthel P, Linke A, Winzer EB. Sacubitril/Valsartan Improves Diastolic Function But Not Skeletal Muscle Function in a Rat Model of HFpEF. Int J Mol Sci 2021; 22:3570. [PMID: 33808232 PMCID: PMC8036273 DOI: 10.3390/ijms22073570] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 03/23/2021] [Accepted: 03/25/2021] [Indexed: 12/11/2022] Open
Abstract
The angiotensin receptor/neprilysin inhibitor Sacubitril/Valsartan (Sac/Val) has been shown to be beneficial in patients suffering from heart failure with reduced ejection fraction (HFrEF). However, the impact of Sac/Val in patients presenting with heart failure with preserved ejection fraction (HFpEF) is not yet clearly resolved. The present study aimed to reveal the influence of the drug on the functionality of the myocardium, the skeletal muscle, and the vasculature in a rat model of HFpEF. Female obese ZSF-1 rats received Sac/Val as a daily oral gavage for 12 weeks. Left ventricle (LV) function was assessed every four weeks using echocardiography. Prior to organ removal, invasive hemodynamic measurements were performed in both ventricles. Vascular function of the carotid artery and skeletal muscle function were monitored. Sac/Val treatment reduced E/é ratios, left ventricular end diastolic pressure (LVEDP) and myocardial stiffness as well as myocardial fibrosis and heart weight compared to the obese control group. Sac/Val slightly improved endothelial function in the carotid artery but had no impact on skeletal muscle function. Our results demonstrate striking effects of Sac/Val on the myocardial structure and function in a rat model of HFpEF. While vasodilation was slightly improved, functionality of the skeletal muscle remained unaffected.
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Affiliation(s)
- Antje Schauer
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Volker Adams
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Antje Augstein
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Anett Jannasch
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstrasse 76, 01307 Dresden, Germany; (A.J.); (J.M.)
| | - Runa Draskowski
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Virginia Kirchhoff
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Keita Goto
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Jeniffer Mittag
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstrasse 76, 01307 Dresden, Germany; (A.J.); (J.M.)
| | - Roberta Galli
- Clinical Sensoring and Monitoring, Department of Anesthesiology and Intensive Care Medicine, Faculty of Medicine, TU Dresden, 01307 Dresden, Germany;
| | - Anita Männel
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Peggy Barthel
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Axel Linke
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
| | - Ephraim B. Winzer
- Laboratory of Molecular and Experimental Cardiology, TU Dresden, Heart Center Dresden, 01307 Dresden, Germany; (V.A.); (A.A.); (R.D.); (V.K.); (K.G.); (A.M.); (P.B.); (A.L.); (E.B.W.)
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Jannasch A, Schnabel C, Galli R, Faak S, Büttner P, Dittfeld C, Tugtekin SM, Koch E, Matschke K. Optical coherence tomography and multiphoton microscopy offer new options for the quantification of fibrotic aortic valve disease in ApoE -/- mice. Sci Rep 2021; 11:5834. [PMID: 33712671 PMCID: PMC7955095 DOI: 10.1038/s41598-021-85142-4] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Accepted: 02/25/2021] [Indexed: 01/31/2023] Open
Abstract
Aortic valve sclerosis is characterized as the thickening of the aortic valve without obstruction of the left ventricular outflow. It has a prevalence of 30% in people over 65 years old. Aortic valve sclerosis represents a cardiovascular risk marker because it may progress to moderate or severe aortic valve stenosis. Thus, the early recognition and management of aortic valve sclerosis are of cardinal importance. We examined the aortic valve geometry and structure from healthy C57Bl6 wild type and age-matched hyperlipidemic ApoE-/- mice with aortic valve sclerosis using optical coherence tomography (OCT) and multiphoton microscopy (MPM) and compared results with histological analyses. Early fibrotic thickening, especially in the tip region of the native aortic valve leaflets from the ApoE-/- mice, was detectable in a precise spatial resolution using OCT. Evaluation of the second harmonic generation signal using MPM demonstrated that collagen content decreased in all aortic valve leaflet regions in the ApoE-/- mice. Lipid droplets and cholesterol crystals were detected using coherent anti-Stokes Raman scattering in the tissue from the ApoE-/- mice. Here, we demonstrated that OCT and MPM, which are fast and precise contactless imaging approaches, are suitable for defining early morphological and structural alterations of sclerotic murine aortic valves.
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Affiliation(s)
- Anett Jannasch
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany.
| | - Christian Schnabel
- Department of Anesthesiology and Intensive Care Medicine and Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Roberta Galli
- Department of Anesthesiology and Intensive Care Medicine and Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Saskia Faak
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
| | - Petra Büttner
- Department of Cardiology, Heart Center Leipzig At University Leipzig, Leipzig, Germany
| | - Claudia Dittfeld
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
| | - Sems Malte Tugtekin
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
| | - Edmund Koch
- Department of Anesthesiology and Intensive Care Medicine and Clinical Sensoring and Monitoring, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Dresden, Germany
| | - Klaus Matschke
- Department of Cardiac Surgery, Carl Gustav Carus Faculty of Medicine, Technische Universität Dresden, Heart Centre Dresden, Fetscherstraße 76, 01307, Dresden, Germany
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York EM, Weilinger NL, LeDue JM, MacVicar BA. Green fluorescent protein emission obscures metabolic fluorescent lifetime imaging of NAD(P)H. BIOMEDICAL OPTICS EXPRESS 2019; 10:4381-4394. [PMID: 31565496 PMCID: PMC6757450 DOI: 10.1364/boe.10.004381] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/06/2019] [Revised: 05/10/2019] [Accepted: 05/17/2019] [Indexed: 05/23/2023]
Abstract
Autofluorescence of endogenous molecules can provide valuable insights in both basic research and clinical applications. One such technique is fluorescence lifetime imaging (FLIM) of NAD(P)H, which serves as a correlate of glycolysis and electron transport chain rates in metabolically active tissue. A powerful advantage of NAD(P)H-FLIM is the ability to measure cell-specific metabolism within heterogeneous tissues. Cell-type specific identification is most commonly achieved with directed green fluorescent protein (GFP) expression. However, we demonstrate that NAD(P)H-FLIM should not be analyzed in GFP-expressing cells, as GFP molecules themselves emit photons in the blue spectrum with short fluorescence lifetimes when imaged using two-photon excitation at 750 nm. This is substantially different from the reported GFP emission wavelength and lifetime after two-photon excitation at 910 nm. These blue GFP photons are indistinguishable from free NAD(P)H by both emission spectra and fluorescence lifetime. Therefore, NAD(P)H-FLIM in GFP-expressing cells will lead to incorrect interpretations of metabolic rates, and thus, these techniques should not be combined.
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Affiliation(s)
- Elisa M York
- Department of Psychiatry, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, British Columbia, Canada
| | - Nicholas L Weilinger
- Department of Psychiatry, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, British Columbia, Canada
| | - Jeffrey M LeDue
- Department of Psychiatry, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, British Columbia, Canada
| | - Brian A MacVicar
- Department of Psychiatry, Djavad Mowafaghian Centre for Brain Health, University of British Columbia, British Columbia, Canada
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