Bananas as an Energy Source during Exercise: A Metabolomics Approach.

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Bananas as an Energy Source during Exercise: A Metabolomics Approach.

Nieman, DC, Gillitt, ND, Henson, DA, Sha, W, Shanely, RA, Knab, AM, Cialdella-Kam, L, Jin, F.

Journal		PLoS One.
Species
Analytes Measured		GM-CSF , IL-10 , IL-12 p70 , IL-2 , IL-6 , IL-8
Matrix Tested		Plasma

Year		2012
Volume		7
Page Numbers		e37479
Application		Cytokines and Chemokines

Abstract

This study compared the acute effect of ingesting bananas (BAN) versus a 6% carbohydrate drink (CHO) on 75-km cycling performance and post-exercise inflammation, oxidative stress, and innate immune function using traditional and metabolomics-based profiling. Trained cyclists (N = 14) completed two 75-km cycling time trials (randomized, crossover) while ingesting BAN or CHO (0.2 g/kg carbohydrate every 15 min). Pre-, post-, and 1-h-post-exercise blood samples were analyzed for glucose, granulocyte (GR) and monocyte (MO) phagocytosis (PHAG) and oxidative burst activity, nine cytokines, F2-isoprostanes, ferric reducing ability of plasma (FRAP), and metabolic profiles using gas chromatography-mass spectrometry. Blood glucose levels and performance did not differ between BAN and CHO (2.41±0.22, 2.36±0.19 h, P = 0.258). F2-isoprostanes, FRAP, IL-10, IL-2, IL-6, IL-8, TNFα, GR-PHAG, and MO-PHAG increased with exercise, with no trial differences except for higher levels during BAN for IL-10, IL-8, and FRAP (interaction effects, P = 0.003, 0.004, and 0.012). Of 103 metabolites detected, 56 had exercise time effects, and only one (dopamine) had a pattern of change that differed between BAN and CHO. Plots from the PLS-DA model visualized a distinct separation in global metabolic scores between time points [R2Y(cum) = 0.869, Q2(cum) = 0.766]. Of the top 15 metabolites, five were related to liver glutathione production, eight to carbohydrate, lipid, and amino acid metabolism, and two were tricarboxylic acid cycle intermediates. BAN and CHO ingestion during 75-km cycling resulted in similar performance, blood glucose, inflammation, oxidative stress, and innate immune levels. Aside from higher dopamine in BAN, shifts in metabolites following BAN and CHO 75-km cycling time trials indicated a similar pattern of heightened production of glutathione and utilization of fuel substrates in several pathways.

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U-PLEX Human IL-6 384-Well Assay IL-6 \| Human Singleplex
U-PLEX Human IL-2 384-Well Assay IL-2 \| Human Singleplex
U-PLEX Custom Metabolic Group 1 (human) 384-well Assays BAFF, BDNF, β-NGF, C-Peptide, CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FGF-21, FGF-23, FLT3L, Fractalkine, FSH, G-CSF, Ghrelin (active), Ghrelin (total), GIP (active), GIP (inactive), GIP (total), GLP-1 (active), GLP-1 (inactive), GLP-1 (total), Glucagon, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-β, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17C, IL-17D, IL-17E/IL-25, IL-17F, IL-18, IL-21, IL-22, IL-23, IL-27, IL-29/IFN-λ1, IL-31, IL-33, Insulin, IP-10, Leptin, Luteinizing Hormone (LH), MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-5, PP, Proinsulin, PYY (total), SDF-1α, TARC, TNF-α, TNF-β, TPO, TRAIL, TSLP, VEGF-A, YKL-40 \| Human Multiplex
U-PLEX Custom Biomarker Group 1 (human) 384-well Assays CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FLT3L, Fractalkine, G-CSF, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-β, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17B, IL-17C, IL-17D, IL-17E/IL-25, IL-17F, IL-18, IL-21, IL-22, IL-23, IL-27, IL-29/IFN-λ1, IL-31, IL-33, IP-10, I-TAC, MCP-1, MCP-2, MCP-3, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-1β, MIP-3α, MIP-3β, MIP-5, SDF-1α, TARC, TNF-α, TNF-β, TPO, TRAIL, TSLP, VEGF-A, YKL-40 \| Human Multiplex
S-PLEX Proinflammatory Panel 1 (human) Kit IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-10, IL-12p70, IL-17A, TNF-α \| Human Multiplex
U-PLEX Macrophage M2 Combo 1 (mouse) IL-4, IL-10, IL-13, MDC, TARC \| Mouse Multiplex
S-PLEX NHP IL-2 Kit IL-2 \| Non-human primate Singleplex
S-PLEX NHP IL-6 Kit IL-6 \| Non-human primate Singleplex
S-PLEX Human IL-6 Kit IL-6 \| Human Singleplex
S-PLEX Human IL-10 Kit IL-10 \| Human Singleplex
S-PLEX Human IL-2 Kit IL-2 \| Human Singleplex
S-PLEX Human IL-12p70 Kit IL-12p70 \| Human Singleplex
S-PLEX Human GM-CSF Kit GM-CSF \| Human Singleplex
U-PLEX Macrophage M2 Combo 1 (human) Eotaxin-2, IL-4, IL-10, IL-13, M-CSF, MDC, TARC \| Human Multiplex
U-PLEX Macrophage M1 Combo 1 (human) IL-1β, IL-6, IL-12p70, IL-18, IL-23, IP-10, MCP-1, MIP-1α, TNF-α \| Human Multiplex
U-PLEX CAR-T Cell Combo 1 (human) GM-CSF, Granzyme A, Granzyme B, IFN-γ, IL-2, TNF-α \| Human Multiplex
V-PLEX Plus Viral Panel 3 NHP Kit IFN-γ, IL-1β, IL-5, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Plus Viral Panel 3 Human Kit IFN-γ, IL-1β, IL-4, IL-5, IL-6, IL-8, IL-10, IL-12p70, TNF-α \| Human Multiplex
V-PLEX Viral Panel 3 NHP Kit IFN-γ, IL-1β, IL-5, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Viral Panel 3 Human Kit IFN-γ, IL-1β, IL-4, IL-5, IL-6, IL-8, IL-10, IL-12p70, TNF-α \| Human Multiplex
U-PLEX Viral Combo 1 (NHP) G-CSF, GM-CSF, IFN-α2a, IFN-γ, IL-1β, IL-1RA, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12p70, IP-10, MCP-1, MIP-1α, TNF-α, VEGF-A \| Non-human primate Multiplex
U-PLEX Viral Combo 1 (human) G-CSF, GM-CSF, IFN-α2a, IFN-β, IFN-γ, IL-1β, IL-1RA, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12p70, IP-10, MCP-1, MIP-1α, TNF-α, VEGF-A \| Human Multiplex
V-PLEX Viral Panel 2 NHP Kit IFN-γ, IL-1β, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Viral Panel 2 Human Kit IFN-γ, IL-1β, IL-4, IL-6, IL-8, IL-10, TNF-α \| Human Multiplex
V-PLEX Viral Panel 1 NHP Kit IL-1β, IL-6, IL-8 \| Non-human primate Multiplex
V-PLEX Viral Panel 1 Human Kit IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex
V-PLEX Plus Viral Panel 2 NHP Kit IFN-γ, IL-1β, IL-6, IL-8, IL-10 \| Non-human primate Multiplex
V-PLEX Plus Viral Panel 2 Human Kit IFN-γ, IL-1β, IL-4, IL-6, IL-8, IL-10, TNF-α \| Human Multiplex
V-PLEX Plus Viral Panel 1 NHP Kit IL-1β, IL-6, IL-8 \| Non-human primate Multiplex
V-PLEX Plus Viral Panel 1 Human Kit IL-1β, IL-6, IL-8, TNF-α \| Human Multiplex
U-PLEX NHP IL-2 Assay IL-2 \| Non-human primate Singleplex
U-PLEX NHP IL-8 Assay IL-8 \| Non-human primate Singleplex
U-PLEX NHP IL-6 Assay IL-6 \| Non-human primate Singleplex
U-PLEX NHP IL-10 Assay IL-10 \| Non-human primate Singleplex
U-PLEX NHP GM-CSF Assay GM-CSF \| Non-human primate Singleplex
U-PLEX Mouse GM-CSF Assay GM-CSF \| Mouse Singleplex
U-PLEX Mouse IL-10 Assay IL-10 \| Mouse Singleplex
U-PLEX Mouse IL-6 Assay IL-6 \| Mouse Singleplex
U-PLEX Mouse IL-12p70 Assay IL-12p70 \| Mouse Singleplex
U-PLEX Mouse IL-2 Assay IL-2 \| Mouse Singleplex
U-PLEX NHP IL-12p70 Assay IL-12p70 \| Non-human primate Singleplex
U-PLEX Human IL-6 Assay IL-6 \| Human Singleplex
U-PLEX Human IL-8 Assay IL-8 \| Human Singleplex
U-PLEX Human IL-12p70 Assay IL-12p70 \| Human Singleplex
U-PLEX Human IL-10 Assay IL-10 \| Human Singleplex
U-PLEX Human GM-CSF Assay GM-CSF \| Human Singleplex
U-PLEX Human IL-2 Assay IL-2 \| Human Singleplex
R-PLEX Rat GM-CSF Assay GM-CSF \| Rat Singleplex
R-PLEX Rat IL-10 Assay IL-10 \| Rat Singleplex
R-PLEX Rat IL-2 Assay IL-2 \| Rat Singleplex
R-PLEX Rat IL-6 Assay IL-6 \| Rat Singleplex
U-PLEX Custom Metabolic Group 1 (mouse) Assays Mouse Multiplex
U-PLEX Adipokine Combo 1 (mouse) BDNF, IL-1β, IL-6, IL-10, Insulin, Leptin, MCP-1, TNF-α \| Mouse Multiplex
U-PLEX Metabolic Hormones Combo 1 (mouse) C-Peptide, Ghrelin (active), GLP-1 (active), Glucagon, IL-6, Insulin, Leptin, MCP-1, PYY (total), TNF-α \| Mouse Multiplex
U-PLEX Custom Metabolic Group 1 (human) Assays BAFF, BDNF, β-NGF, C-Peptide, CTACK, ENA-78, Eotaxin, Eotaxin-2, Eotaxin-3, EPO, FGF-21, FGF-23, FLT3L, Fractalkine, FSH, G-CSF, Ghrelin (active), Ghrelin (total), GIP (active), GIP (inactive), GIP (total), GLP-1 (active), GLP-1 (inactive), GLP-1 (total), Glucagon, GM-CSF, GRO-α, I-309, IFN-α2a, IFN-β, IFN-γ, IL-1α, IL-1β, IL-1RA, IL-2, IL-2Rα, IL-3, IL-4, IL-5, IL-6, IL-7, IL-8, IL-9, IL-10, IL-12/IL-23p40, IL-12p70, IL-13, IL-15, IL-16, IL-17A, IL-17A/F, IL-17C, IL-17D, IL-17E/IL-25, IL-17F, IL-18, IL-21, IL-22, IL-23, IL-27, IL-29/IFN-λ1, IL-31, IL-33, Insulin, IP-10, Leptin, Luteinizing Hormone (LH), MCP-1, MCP-2, MCP-4, M-CSF, MDC, MIF, MIP-1α, MIP-5, PP, Proinsulin, PYY (total), SDF-1α, TARC, TNF-α, TNF-β, TPO, TRAIL, TSLP, VEGF-A, YKL-40 \| Human Multiplex
U-PLEX Adipokine Combo 1 (human) BDNF, β-NGF, IL-1β, IL-6, IL-8, IL-10, Insulin, Leptin, MCP-1, TNF-α \| Human Multiplex
R-PLEX Rat GM-CSF Antibody Set GM-CSF \| Rat
R-PLEX Rat IL-6 Antibody Set IL-6 \| Rat
R-PLEX Rat IL-10 Antibody Set IL-10 \| Rat
R-PLEX Rat IL-2 Antibody Set IL-2 \| Rat
V-PLEX Plus Mouse Cytokine 19-Plex Kit IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-9, IL-10, IL-12p70, IL-15, IL-17A/F, IL-27p28/IL-30, IL-33, IP-10, KC/GRO, MCP-1, MIP-1α, MIP-2, TNF-α \| Mouse Multiplex
V-PLEX Mouse Cytokine 19-Plex Kit IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-9, IL-10, IL-12p70, IL-15, IL-17A/F, IL-27p28/IL-30, IL-33, IP-10, KC/GRO, MCP-1, MIP-1α, MIP-2, TNF-α \| Mouse Multiplex
U-PLEX T-Cell Combo (NHP) GM-CSF, IFN-γ, IL-2, IL-4, IL-9, IL-10, IL-13, IL-17A, IL-17F, IL-22, MIP-3α, TNF-α \| Non-human primate Multiplex
U-PLEX T-Cell Combo (human) GM-CSF, IFN-γ, IL-2, IL-4, IL-9, IL-10, IL-13, IL-17A, IL-17E/IL-25, IL-17F, IL-21, IL-22, MIP-3α, TNF-α \| Human Multiplex
U-PLEX T-Cell Combo (mouse) GM-CSF, IFN-γ, IL-2, IL-4, IL-9, IL-10, IL-13, IL-17A, IL-17E/IL-25, IL-17F, IL-21, IL-22, MIP-3α, TNF-α \| Mouse Multiplex
U-PLEX TH17 Combo 2 (mouse) IFN-γ, IL-1β, IL-6, IL-17A, IL-17C, IL-17E/IL-25, IL-17F, IL-21, IL-22, TNF-α \| Mouse Multiplex
U-PLEX TH17 Combo 2 (human) IFN-γ, IL-1β, IL-6, IL-10, IL-17A, IL-17E/IL-25, IL-17F, IL-21, IL-22, TNF-α \| Human Multiplex
U-PLEX TH1/TH2 Combo (NHP) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-8, IL-10, IL-12p70, TNF-α \| Non-human primate Multiplex
U-PLEX TH17 Combo 1 (NHP) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-6, IL-10, IL-17A, TNF-α \| Non-human primate Multiplex
U-PLEX NHP IL-12p70 Antibody Set IL-12p70 \| Non-human primate
U-PLEX TH1/TH2 Combo (human) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-8, IL-10, IL-12p70, IL-13, TNF-α \| Human Multiplex
U-PLEX Cytokine Combo 1 (NHP) GM-CSF, IL-1α, IL-5, IL-7, IL-12/IL-23p40, IL-15, IL-16, IL-17A, TNF-β, VEGF-A \| Non-human primate Multiplex
U-PLEX Chemokine Combo 1 (NHP) Eotaxin, Eotaxin-3, IL-8, IP-10, MCP-1, MCP-4, MDC, MIP-1α, MIP-1β, TARC \| Non-human primate Multiplex
U-PLEX Proinflam Combo 2 (human) GM-CSF, IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12p70 \| Human Multiplex
U-PLEX TH1/TH2 Combo (mouse) IFN-γ, IL-1β, IL-2, IL-4, IL-5, IL-10, IL-12p70, IL-13, KC/GRO, TNF-α \| Mouse Multiplex
U-PLEX Proinflam Combo 1 (NHP) IFN-γ, IL-1β, IL-2, IL-4, IL-6, IL-8, IL-10, IL-12/IL-23p40, TNF-α \| Non-human primate Multiplex
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Bananas as an Energy Source during Exercise: A Metabolomics Approach.

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