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Correia BSB, Sandby K, Krarup T, Magkos F, Geiker NRW, Bertram HC. Changes in Plasma, Urine, and Fecal Metabolome after 16 Weeks of Consuming Dairy With Different Food Matrixes - A Randomized Controlled Trial. Mol Nutr Food Res 2024; 68:e2300363. [PMID: 38299443 DOI: 10.1002/mnfr.202300363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Revised: 01/03/2024] [Indexed: 02/02/2024]
Abstract
SCOPE Understanding the mode-of-action by which fermented dairy consumption influences health is of interest. The aim of this study is to elucidate the impact of the chemical-physical properties of the dairy matrix and postbiotic effects on the metabolomics response to fermented dairy consumption. METHODS AND RESULTS Hundred males (Body Mass Index (BMI) 28.0-45.0 kg m-2, waist circumference ≥ 102 cm) are included in the study. During a 16-week intervention, the study subjects are instructed to consume 400 g per day of either 1) milk, 2) yogurt, 3) heat-treated yogurt, or 4) chemically acidified milk as part of their habitual diet. Nuclear Magnetic Resonance (NMR)-based metabolomics is conducted on plasma, urine, and fecal samples collected before and after the intervention. Both consumption of acidified milk and heat-treated yogurt resulted in changes in the fecal metabolome including decreases in the level of amino acids (leucine, valine, and threonine), and the branched-chain fatty acid (BCFA) isobutyrate that indicated an altered protein putrefaction, and proteolytic metabolism in the gut. In the plasma metabolome, an increased citrate is found for yogurt consumption. No difference in the urine metabolome is found. CONCLUSIONS Our metabolomics analyses indicate that consumption of heat-treated yogurt and acidified milk exerted similar effects on the metabolic activity in the gut as yogurt consumption.
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Affiliation(s)
- Banny S B Correia
- Department of Food Science, Aarhus University, Aarhus, Midtjylland, 8200, Denmark
| | - Karoline Sandby
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg C, 1958, Denmark
| | - Thure Krarup
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg C, 1958, Denmark
- Department of Endocrinology, Copenhagen University Hospital Bispebjerg, Copenhagen, 2400, Denmark
| | - Faidon Magkos
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg C, 1958, Denmark
| | - Nina R W Geiker
- Department of Nutrition, Exercise and Sports, University of Copenhagen, Frederiksberg C, 1958, Denmark
- Center for Childhood Health, Copenhagen, 2300, Denmark
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Correia BSB, Ferreira VG, Piagge PMFD, Almeida MB, Assunção NA, Raimundo JRS, Fonseca FLA, Carrilho E, Cardoso DR. 1H qNMR-Based Metabolomics Discrimination of Covid-19 Severity. J Proteome Res 2022; 21:1640-1653. [PMID: 35674498 PMCID: PMC9212193 DOI: 10.1021/acs.jproteome.1c00977] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Indexed: 01/08/2023]
Abstract
The coronavirus disease 2019 (Covid-19), which caused respiratory problems in many patients worldwide, led to more than 5 million deaths by the end of 2021. Experienced symptoms vary from mild to severe illness. Understanding the infection severity to reach a better prognosis could be useful to the clinics, and one study area to fulfill one piece of this biological puzzle is metabolomics. The metabolite profile and/or levels being monitored can help predict phenotype properties. Therefore, this study evaluated plasma metabolomes of 110 individual samples, 57 from control patients and 53 from recent positive cases of Covid-19 (IgM 98% reagent), representing mild to severe symptoms, before any clinical intervention. Polar metabolites from plasma samples were analyzed by quantitative 1H NMR. Glycerol, 3-aminoisobutyrate, formate, and glucuronate levels showed alterations in Covid-19 patients compared to those in the control group (Tukey's HSD p-value cutoff = 0.05), affecting the lactate, phenylalanine, tyrosine, and tryptophan biosynthesis and d-glutamine, d-glutamate, and glycerolipid metabolisms. These metabolic alterations show that SARS-CoV-2 infection led to disturbance in the energetic system, supporting the viral replication and corroborating with the severe clinical conditions of patients. Six polar metabolites (glycerol, acetate, 3-aminoisobutyrate, formate, glucuronate, and lactate) were revealed by PLS-DA and predicted by ROC curves and ANOVA to be potential prognostic metabolite panels for Covid-19 and considered clinically relevant for predicting infection severity due to their straight roles in the lipid and energy metabolism. Thus, metabolomics from samples of Covid-19 patients is a powerful tool for a better understanding of the disease mechanism of action and metabolic consequences of the infection in the human body and may corroborate allowing clinicians to intervene quickly according to the needs of Covid-19 patients.
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Affiliation(s)
- Banny S. B. Correia
- Instituto de Química de São Carlos,
Universidade de São Paulo, São Carlos, SP
13566-590, Brazil
| | - Vinicius G. Ferreira
- Instituto de Química de São Carlos,
Universidade de São Paulo, São Carlos, SP
13566-590, Brazil
- Instituto Nacional de Ciência e Tecnologia de
Bioanalítica, INCTBio, Campinas, SP 13083-861,
Brazil
| | | | - Mariana B. Almeida
- Instituto de Química de São Carlos,
Universidade de São Paulo, São Carlos, SP
13566-590, Brazil
- Instituto Nacional de Ciência e Tecnologia de
Bioanalítica, INCTBio, Campinas, SP 13083-861,
Brazil
| | - Nilson A. Assunção
- Instituto de Ciências Ambientais, Químicas
e Farmacêuticas, Universidade Federal de São
Paulo, São Paulo, SP 09972-270, Brazil
| | | | - Fernando L. A. Fonseca
- Faculdade de Medicina do
ABC, Santo André, SP 09060-870, Brazil
- Departamento de Ciências Farmacêuticas,
Universidade Federal de São Paulo, Diadema, SP
09972-270, Brazil
| | - Emanuel Carrilho
- Instituto de Química de São Carlos,
Universidade de São Paulo, São Carlos, SP
13566-590, Brazil
- Instituto Nacional de Ciência e Tecnologia de
Bioanalítica, INCTBio, Campinas, SP 13083-861,
Brazil
| | - Daniel R. Cardoso
- Instituto de Química de São Carlos,
Universidade de São Paulo, São Carlos, SP
13566-590, Brazil
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Lobo RR, Correia BSB, Peña-Bermúdez YA, Vincenzi R, da Silva CM, Panosso LL, Ceribeli C, Colnago LA, Cardoso DR, Berndt A, Pinheiro RSB, Bueno ICDS, Faciola AP. Effects of dietary inclusion of yerba mate (Ilex paraguariensis) extract on lamb muscle metabolomics and physicochemical properties in meat. J Anim Sci 2021; 99:6353549. [PMID: 34402901 DOI: 10.1093/jas/skab244] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 08/13/2021] [Indexed: 12/22/2022] Open
Abstract
This study aimed to evaluate the effect of dietary yerba mate (Ilex paraguariensis) extract (YME) on muscle metabolomics and physicochemical properties of lamb meat. Thirty-six uncastrated male lambs (90 d old) were fed experimental diets, which treatments consisted of 0%, 1%, 2%, and 4% inclusion of YME. Animals were fed for 50 d before slaughter. Muscle and meat samples were collected for metabolomics and meat quality analysis, respectively. The experiment was carried out in a randomized block design and analyzed using orthogonal contrasts. There was a quadratic effect of YME inclusion in tenderness (P < 0.05) and a positive linear effect on meat lightness (P < 0.05). No qualitative changes (P > 0.05) on individual metabolites were observed; however, changes in the quantitative metabolic profile were observed, showing that animals fed 1% and 2% of YME have a greater concentration of desirable endogenous muscle antioxidants, with direct impact on metabolic pathways related to beta-alanine metabolism and glutathione metabolism. Therefore, YME dietary supplementation up to 2% of the diet to lambs had little to no effects on the majority of meat quality traits evaluated; moreover, 4% of YME inclusion negatively affected feed intake and meat quality traits.
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Affiliation(s)
- Richard R Lobo
- Department of Animal Science, College of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil.,Department of Animal Sciences, University of Florida, Gainesville, FL 32608, USA
| | - Banny S B Correia
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, São Paulo, Brazil
| | - Yuli A Peña-Bermúdez
- Department of Animal Science, College of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Rafaela Vincenzi
- Department of Animal Science, College of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Caroline M da Silva
- Department of Animal Science, College of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Leticia L Panosso
- Department of Animal Science, College of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Caroline Ceribeli
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, São Paulo, Brazil
| | - Luiz A Colnago
- Embrapa Instrumentation, Brazilian Agricultural Research Corporation, São Carlos, São Paulo, Brazil
| | - Daniel R Cardoso
- São Carlos Institute of Chemistry, University of São Paulo, São Carlos, São Paulo, Brazil
| | - Alexandre Berndt
- Embrapa Southeast Livestock, Brazilian Agricultural Research Corporation, São Carlos, São Paulo, Brazil
| | - Rafael S B Pinheiro
- *Department of Biology and Animal Science, College of Engineering, São Paulo State University, Ilha Solteira, São Paulo, Brazil
| | - Ives C da S Bueno
- Department of Animal Science, College of Animal Science and Food Engineering, University of São Paulo, Pirassununga, São Paulo, Brazil
| | - Antonio P Faciola
- Department of Animal Sciences, University of Florida, Gainesville, FL 32608, USA
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