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Favari C, Rinaldi de Alvarenga JF, Sánchez-Martínez L, Tosi N, Mignogna C, Cremonini E, Manach C, Bresciani L, Del Rio D, Mena P. Factors driving the inter-individual variability in the metabolism and bioavailability of (poly)phenolic metabolites: A systematic review of human studies. Redox Biol 2024; 71:103095. [PMID: 38428187 PMCID: PMC10912651 DOI: 10.1016/j.redox.2024.103095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 02/16/2024] [Accepted: 02/18/2024] [Indexed: 03/03/2024] Open
Abstract
This systematic review provides an overview of the available evidence on the inter-individual variability (IIV) in the absorption, distribution, metabolism, and excretion (ADME) of phenolic metabolites and its determinants. Human studies were included investigating the metabolism and bioavailability of (poly)phenols and reporting IIV. One hundred fifty-three studies met the inclusion criteria. Inter-individual differences were mainly related to gut microbiota composition and activity but also to genetic polymorphisms, age, sex, ethnicity, BMI, (patho)physiological status, and physical activity, depending on the (poly)phenol sub-class considered. Most of the IIV has been poorly characterised. Two major types of IIV were observed. One resulted in metabolite gradients that can be further classified into high and low excretors, as seen for all flavonoids, phenolic acids, prenylflavonoids, alkylresorcinols, and hydroxytyrosol. The other type of IIV is based on clusters of individuals defined by qualitative differences (producers vs. non-producers), as for ellagitannins (urolithins), isoflavones (equol and O-DMA), resveratrol (lunularin), and preliminarily for avenanthramides (dihydro-avenanthramides), or by quali-quantitative metabotypes characterized by different proportions of specific metabolites, as for flavan-3-ols, flavanones, and even isoflavones. Future works are needed to shed light on current open issues limiting our understanding of this phenomenon that likely conditions the health effects of dietary (poly)phenols.
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Affiliation(s)
- Claudia Favari
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy.
| | | | - Lorena Sánchez-Martínez
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy; Department of Food Technology, Food Science and Nutrition, Faculty of Veterinary Sciences, Regional Campus of International Excellence 'Campus Mare Nostrum', Biomedical Research Institute of Murcia (IMIB-Arrixaca-UMU), University Clinical Hospital 'Virgen de La Arrixaca', Universidad de Murcia, Espinardo, Murcia, Spain
| | - Nicole Tosi
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy
| | - Cristiana Mignogna
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy
| | - Eleonora Cremonini
- Department of Nutrition, University of California, Davis, CA, USA; Department of Environmental Toxicology, University of California, Davis, CA, USA
| | - Claudine Manach
- Université Clermont Auvergne, INRAE, Human Nutrition Unit, Clermont-Ferrand, France
| | - Letizia Bresciani
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy
| | - Daniele Del Rio
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy; Microbiome Research Hub, University of Parma, 43124, Parma, Italy
| | - Pedro Mena
- Human Nutrition Unit, Department of Food and Drugs, University of Parma, Parma, Italy; Microbiome Research Hub, University of Parma, 43124, Parma, Italy
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2
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Zeng J, Li Y, Wang C, Fu S, He M. Combination of in silico prediction and convolutional neural network framework for targeted screening of metabolites from LC-HRMS fingerprints: A case study of "Pericarpium Citri Reticulatae - FructusAurantii". Talanta 2024; 269:125514. [PMID: 38071769 DOI: 10.1016/j.talanta.2023.125514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Revised: 11/26/2023] [Accepted: 12/01/2023] [Indexed: 01/05/2024]
Abstract
In this study, a novel approach is introduced, merging in silico prediction with a Convolutional Neural Network (CNN) framework for the targeted screening of in vivo metabolites in Liquid Chromatography-High Resolution Mass Spectrometry (LC-HRMS) fingerprints. Initially, three predictive tools, supplemented by literature, identify potential metabolites for target prototypes derived from Traditional Chinese Medicines (TCMs) or functional foods. Subsequently, a CNN is developed to minimize false positives from CWT-based peak detection. The Extracted Ion Chromatogram (EIC) peaks are then annotated using MS-FINDER across three levels of confidence. This methodology focuses on analyzing the metabolic fingerprints of rats administered with "Pericarpium Citri Reticulatae - Fructus Aurantii" (PCR-FA). Consequently, 384 peaks in positive mode and 282 in negative mode were identified as true peaks of probable metabolites. By contrasting these with "blank serum" data, EIC peaks of adequate intensity were chosen for MS/MS fragment analysis. Ultimately, 14 prototypes (including flavonoids and lactones) and 40 metabolites were precisely linked to their corresponding EIC peaks, thereby providing deeper insight into the pharmacological mechanism. This innovative strategy markedly enhances the chemical coverage in the targeted screening of LC-HRMS metabolic fingerprints.
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Affiliation(s)
- Jun Zeng
- Department of Pharmaceutical Engineering, School of Chemical Engineering, Xiangtan University, Xiangtan 411105, China
| | - Yaping Li
- Department of Quality Control, Xiangtan Central Hospital, Xiangtan 411100, China
| | - Chuanlin Wang
- Department of Pharmaceutical Engineering, School of Chemical Engineering, Xiangtan University, Xiangtan 411105, China
| | - Sheng Fu
- Hunan prevention and treatment institute for occupational disease, Changsha 410007, China
| | - Min He
- Department of Pharmaceutical Engineering, School of Chemical Engineering, Xiangtan University, Xiangtan 411105, China.
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3
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Bullón-Vela V, Xu Y, Razquin C, Abete I, Zulet MA, Martínez-González MA, Buil-Corsiales P, Vitelli-Storelli F, Martín Sánchez V, Vazquez-Ruíz Z, Sayón-Orea C, Domínguez-Fernández M, Cid C, Estruch R, Lamuela-Raventós RM, Fitó M, Blanchart G, Babio N, Salas-Salvadó J, Tinahones FJ, Tur JA, Romaguera D, Konieczna J, Pintó X, Daimiel L, Rodriguez-Mateos A, Martínez JA. Health associations of liver enzymes and inflammatory scores with urinary citrus flavonoid metabolites. Food Funct 2023; 14:1011-1023. [PMID: 36562455 PMCID: PMC9870039 DOI: 10.1039/d2fo02846h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background: Dietary flavonoid intake is associated with a reduced risk of some cardiometabolic disorders, attributed in part to their claimed anti-inflammatory activity. Our aim was to investigate the potential association between specific urine flavonoid metabolites, liver enzymes, and inflammatory status in individuals with metabolic syndrome (MetS). Methods: In this cross-sectional study, clinical and dietary data from 267 participants, aged 55 to 75 years, participating in the PREDIMED Plus study (PREvención con DIeta MEDiterránea) were analyzed. At the baseline, spot urine samples were collected and seven urinary flavonoid metabolites were quantified using ultra-performance liquid chromatography coupled to triple quadrupole mass spectrometry (UPLC-Q-q-Q MS). Liver enzymes, inflammatory scores, and urinary flavonoid concentrations were inverse normally transformed. Results: Adjusted linear regression models showed an inverse association between urinary citrus flavanone concentrations and gamma-glutamyl transferase (GGT) (all p-values <0.05). Naringenin 7'-GlcUA was significantly associated with a lower aggregate index of systemic inflammation (AISI) (Bper 1SD = -0.14; 95% CI: -0.27 to -0.02; p-value = 0.025) and systemic inflammation index (SII) (Bper 1SD = -0.14; 95% CI: -0.27 to -0.02; p-value = 0.028). To investigate the relationship between flavanone subclasses and GGT levels, we fitted a score of citrus-flavanones, and subjects were stratified into quartiles. The highest values of the citrus-flavanone score (per 1-SD increase) were associated with lower GGT levels (Bper 1SD = -0.41; 95% CI: -0.74 to -0.07), exhibiting a linear trend across quartiles (p-trend = 0.015). Conclusion: This cross-sectional study showed that higher urinary excretion of citrus-flavanone metabolites was associated with lower GGT levels in subjects diagnosed with MetS and obesity.
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Affiliation(s)
- Vanessa Bullón-Vela
- Department of Preventive Medicine and Public Health, University of NavarraPamplonaSpain,Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Department of Nutritional Sciences, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King's College LondonLondonUnited Kingdom
| | - Yifan Xu
- Department of Nutritional Sciences, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King's College LondonLondonUnited Kingdom
| | - Cristina Razquin
- Department of Preventive Medicine and Public Health, University of NavarraPamplonaSpain,Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain
| | - Itziar Abete
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Nutrition, Food Science and Physiology, University of NavarraPamplonaSpain,Center for Nutrition Research, University of NavarraPamplonaSpain
| | - Maria Angeles Zulet
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Nutrition, Food Science and Physiology, University of NavarraPamplonaSpain,Center for Nutrition Research, University of NavarraPamplonaSpain
| | - Miguel A. Martínez-González
- Department of Preventive Medicine and Public Health, University of NavarraPamplonaSpain,Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Nutrition, Harvard T.H. Chan School of Public HealthBostonMAUSA
| | - Pilar Buil-Corsiales
- Department of Preventive Medicine and Public Health, University of NavarraPamplonaSpain,Navarra Institute for Health Research (IdiSNA)PamplonaSpain
| | | | - Vicente Martín Sánchez
- Institute of Biomedicine (IBIOMED), University of LeónLeónSpain,Centro de Investigación Biomédica en Red de Epidemiología y Salud Pública (CIBERESP), Instituto de Salud Carlos III (ISCIII)MadridSpain
| | - Zenaida Vazquez-Ruíz
- Department of Preventive Medicine and Public Health, University of NavarraPamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain
| | - Carmen Sayón-Orea
- Department of Preventive Medicine and Public Health, University of NavarraPamplonaSpain,Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain
| | - Maite Domínguez-Fernández
- Department of Nutrition, Food Science and Physiology, University of NavarraPamplonaSpain,Center for Nutrition Research, University of NavarraPamplonaSpain
| | - Concepción Cid
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Department of Nutrition, Food Science and Physiology, University of NavarraPamplonaSpain,Center for Nutrition Research, University of NavarraPamplonaSpain
| | - Ramon Estruch
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Internal Medicine, IDIBAPS, Hospital Clinic, University of BarcelonaBarcelonaSpain
| | - Rosa María Lamuela-Raventós
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Nutrition, Food Sciences and Gastronomy, XaRTA, INSA-UB, School of Pharmacy and Food Sciences, Nutrition and Food Safety Research Institute, University of BarcelonaBarcelonaSpain
| | - Montserrat Fitó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM)BarcelonaSpain
| | - Gemma Blanchart
- Cardiovascular Risk and Nutrition Research Group (CARIN), Hospital del Mar Research Institute (IMIM)BarcelonaSpain
| | - Nancy Babio
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició HumanaReusTarragonaSpain,Institut d'Investigació Pere Virgili (IISPV), Hospital Universitari Sant Joan de ReusReusSpain
| | - Jordi Salas-Salvadó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Universitat Rovira i Virgili, Departament de Bioquímica i Biotecnologia, Unitat de Nutrició HumanaReusTarragonaSpain,Institut d'Investigació Pere Virgili (IISPV), Hospital Universitari Sant Joan de ReusReusSpain
| | - Francisco J. Tinahones
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Endocrinology, Instituto de Investigación Biomédica de Málaga-IBIMA, University of Málaga, Virgen de la Victoria HospitalMálagaSpain
| | - Josep A. Tur
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Research Group on Community Nutrition & Oxidative Stress, University of Balearic Islands-IUNICSPalma de MallorcaSpain
| | - Dora Romaguera
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Research Group on Nutritional Epidemiology & Cardiovascular Physiopathology (NUTRECOR), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE)Palma de MallorcaSpain
| | - Jadwiga Konieczna
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Research Group on Nutritional Epidemiology & Cardiovascular Physiopathology (NUTRECOR), Health Research Institute of the Balearic Islands (IdISBa), University Hospital Son Espases (HUSE)Palma de MallorcaSpain
| | - Xavier Pintó
- Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Lipids and Vascular Risk Unit, Internal Medicine, Hospital Universitario de Bellvitge, Hospitalet de LlobregatBarcelonaSpain
| | - Lidia Daimiel
- Nutritional Control of the Epigenome Group, Precision Nutrition and Obesity Program, IMDEA Food, CEI UAM+ CSICMadridSpain
| | - Ana Rodriguez-Mateos
- Department of Nutritional Sciences, School of Life Course and Population Sciences, Faculty of Life Sciences and Medicine, King's College LondonLondonUnited Kingdom
| | - José Alfredo Martínez
- Navarra Institute for Health Research (IdiSNA)PamplonaSpain,Consorcio CIBER, M.P. Fisiopatología de la Obesidad y Nutrición (CIBERObn), Instituto de Salud Carlos III (ISCIII)MadridSpain,Department of Nutrition, Food Science and Physiology, University of NavarraPamplonaSpain,Center for Nutrition Research, University of NavarraPamplonaSpain,Cardiometabolic Nutrition Group, Precision Nutrition and Cardiovascular Health Program, IMDEA Food, CEI UAM+ CSICMadridSpain
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4
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Villalgordo JM, Trulli L, García-Villalba R, García V, Althobaiti Y, Tomás-Barberán FA. Novel Regioselective Synthesis of Urolithin Glucuronides─Human Gut Microbiota Cometabolites of Ellagitannins and Ellagic Acid. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2022; 70:5819-5828. [PMID: 35533350 PMCID: PMC9121390 DOI: 10.1021/acs.jafc.2c00170] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Revised: 04/18/2022] [Accepted: 04/21/2022] [Indexed: 06/14/2023]
Abstract
Urolithins (dibenzo-pyran-[b,d]-6 one derivatives) are human gut microbiota metabolites produced from the natural food antioxidant ellagic acid. Urolithins are better absorbed than ellagic acid and demonstrate biological activities that suggest that they are responsible for the health effects observed after consuming ellagitannin- and ellagic acid-containing foods. Urolithins occur in the systemic circulation as glucuronide conjugates following phase II metabolism. These phase II conjugates are essential for testing the urolithin mechanisms of action in human cell line bioassays. Urolithin glucuronides are not commercially available, and their biosynthesis leads to mixtures of regional isomers. This study describes a novel and regioselective synthesis of urolithin A (3,8-dihydroxy urolithin) 3- and 8-glucuronides and isourolithin A (3,9-dihydroxy urolithin) 3- and 9-glucuronides. The metabolites were characterized using 1H and 13C NMR spectroscopy and UV spectrophotometry. The presence of these metabolites in human subjects belonging to different urolithin metabotypes was also investigated.
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Affiliation(s)
- Jose M. Villalgordo
- Eurofins-VillaPharma
Research S.L., Parque Tecnológico
de Fuente Alamo, E-30320 Fuente Alamo, Murcia, Spain
| | - Laura Trulli
- Eurofins-VillaPharma
Research S.L., Parque Tecnológico
de Fuente Alamo, E-30320 Fuente Alamo, Murcia, Spain
| | - Rocío García-Villalba
- CEBAS-CSIC, Research Group on Quality, Safety, and Bioactivity of Plant-Derived Foods, P.O. Box 164, Espinardo, Murcia 30100, Spain
| | - Victor García
- CEBAS-CSIC, Research Group on Quality, Safety, and Bioactivity of Plant-Derived Foods, P.O. Box 164, Espinardo, Murcia 30100, Spain
| | - Yusuf Althobaiti
- Department of Pharmacology and Toxicology, College of
Pharmacy, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
| | - Francisco A. Tomás-Barberán
- Department of Pharmacology and Toxicology, College of
Pharmacy, Taif University, P.O. Box 11099, Taif 21944, Saudi Arabia
- CEBAS-CSIC, Research Group on Quality, Safety, and Bioactivity of Plant-Derived Foods, P.O. Box 164, Espinardo, Murcia 30100, Spain
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