Cargando…

Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health

Urinary metabolic profiling is a promising powerful tool to reflect dietary intake and can help understand metabolic alterations in response to diet quality. Here, we used (1)H NMR spectroscopy in a multicountry study in European children (1147 children from 6 different cohorts) and identified a com...

Descripción completa

Detalles Bibliográficos
Autores principales: Stratakis, Nikos, Siskos, Alexandros P, Papadopoulou, Eleni, Nguyen, Anh N, Zhao, Yinqi, Margetaki, Katerina, Lau, Chung-Ho E, Coen, Muireann, Maitre, Lea, Fernández-Barrés, Silvia, Agier, Lydiane, Andrusaityte, Sandra, Basagaña, Xavier, Brantsaeter, Anne Lise, Casas, Maribel, Fossati, Serena, Grazuleviciene, Regina, Heude, Barbara, McEachan, Rosemary RC, Meltzer, Helle Margrete, Millett, Christopher, Rauber, Fernanda, Robinson, Oliver, Roumeliotaki, Theano, Borras, Eva, Sabidó, Eduard, Urquiza, Jose, Vafeiadi, Marina, Vineis, Paolo, Voortman, Trudy, Wright, John, Conti, David V, Vrijheid, Martine, Keun, Hector C, Chatzi, Leda
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789316/
https://www.ncbi.nlm.nih.gov/pubmed/35076016
http://dx.doi.org/10.7554/eLife.71332
_version_ 1784639740055650304
author Stratakis, Nikos
Siskos, Alexandros P
Papadopoulou, Eleni
Nguyen, Anh N
Zhao, Yinqi
Margetaki, Katerina
Lau, Chung-Ho E
Coen, Muireann
Maitre, Lea
Fernández-Barrés, Silvia
Agier, Lydiane
Andrusaityte, Sandra
Basagaña, Xavier
Brantsaeter, Anne Lise
Casas, Maribel
Fossati, Serena
Grazuleviciene, Regina
Heude, Barbara
McEachan, Rosemary RC
Meltzer, Helle Margrete
Millett, Christopher
Rauber, Fernanda
Robinson, Oliver
Roumeliotaki, Theano
Borras, Eva
Sabidó, Eduard
Urquiza, Jose
Vafeiadi, Marina
Vineis, Paolo
Voortman, Trudy
Wright, John
Conti, David V
Vrijheid, Martine
Keun, Hector C
Chatzi, Leda
author_facet Stratakis, Nikos
Siskos, Alexandros P
Papadopoulou, Eleni
Nguyen, Anh N
Zhao, Yinqi
Margetaki, Katerina
Lau, Chung-Ho E
Coen, Muireann
Maitre, Lea
Fernández-Barrés, Silvia
Agier, Lydiane
Andrusaityte, Sandra
Basagaña, Xavier
Brantsaeter, Anne Lise
Casas, Maribel
Fossati, Serena
Grazuleviciene, Regina
Heude, Barbara
McEachan, Rosemary RC
Meltzer, Helle Margrete
Millett, Christopher
Rauber, Fernanda
Robinson, Oliver
Roumeliotaki, Theano
Borras, Eva
Sabidó, Eduard
Urquiza, Jose
Vafeiadi, Marina
Vineis, Paolo
Voortman, Trudy
Wright, John
Conti, David V
Vrijheid, Martine
Keun, Hector C
Chatzi, Leda
author_sort Stratakis, Nikos
collection PubMed
description Urinary metabolic profiling is a promising powerful tool to reflect dietary intake and can help understand metabolic alterations in response to diet quality. Here, we used (1)H NMR spectroscopy in a multicountry study in European children (1147 children from 6 different cohorts) and identified a common panel of 4 urinary metabolites (hippurate, N-methylnicotinic acid, urea, and sucrose) that was predictive of Mediterranean diet adherence (KIDMED) and ultra-processed food consumption and also had higher capacity in discriminating children’s diet quality than that of established sociodemographic determinants. Further, we showed that the identified metabolite panel also reflected the associations of these diet quality indicators with C-peptide, a stable and accurate marker of insulin resistance and future risk of metabolic disease. This methodology enables objective assessment of dietary patterns in European child populations, complementary to traditional questionary methods, and can be used in future studies to evaluate diet quality. Moreover, this knowledge can provide mechanistic evidence of common biological pathways that characterize healthy and unhealthy dietary patterns, and diet-related molecular alterations that could associate to metabolic disease.
format Online
Article
Text
id pubmed-8789316
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher eLife Sciences Publications, Ltd
record_format MEDLINE/PubMed
spelling pubmed-87893162022-01-27 Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health Stratakis, Nikos Siskos, Alexandros P Papadopoulou, Eleni Nguyen, Anh N Zhao, Yinqi Margetaki, Katerina Lau, Chung-Ho E Coen, Muireann Maitre, Lea Fernández-Barrés, Silvia Agier, Lydiane Andrusaityte, Sandra Basagaña, Xavier Brantsaeter, Anne Lise Casas, Maribel Fossati, Serena Grazuleviciene, Regina Heude, Barbara McEachan, Rosemary RC Meltzer, Helle Margrete Millett, Christopher Rauber, Fernanda Robinson, Oliver Roumeliotaki, Theano Borras, Eva Sabidó, Eduard Urquiza, Jose Vafeiadi, Marina Vineis, Paolo Voortman, Trudy Wright, John Conti, David V Vrijheid, Martine Keun, Hector C Chatzi, Leda eLife Epidemiology and Global Health Urinary metabolic profiling is a promising powerful tool to reflect dietary intake and can help understand metabolic alterations in response to diet quality. Here, we used (1)H NMR spectroscopy in a multicountry study in European children (1147 children from 6 different cohorts) and identified a common panel of 4 urinary metabolites (hippurate, N-methylnicotinic acid, urea, and sucrose) that was predictive of Mediterranean diet adherence (KIDMED) and ultra-processed food consumption and also had higher capacity in discriminating children’s diet quality than that of established sociodemographic determinants. Further, we showed that the identified metabolite panel also reflected the associations of these diet quality indicators with C-peptide, a stable and accurate marker of insulin resistance and future risk of metabolic disease. This methodology enables objective assessment of dietary patterns in European child populations, complementary to traditional questionary methods, and can be used in future studies to evaluate diet quality. Moreover, this knowledge can provide mechanistic evidence of common biological pathways that characterize healthy and unhealthy dietary patterns, and diet-related molecular alterations that could associate to metabolic disease. eLife Sciences Publications, Ltd 2022-01-25 /pmc/articles/PMC8789316/ /pubmed/35076016 http://dx.doi.org/10.7554/eLife.71332 Text en © 2022, Stratakis et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Epidemiology and Global Health
Stratakis, Nikos
Siskos, Alexandros P
Papadopoulou, Eleni
Nguyen, Anh N
Zhao, Yinqi
Margetaki, Katerina
Lau, Chung-Ho E
Coen, Muireann
Maitre, Lea
Fernández-Barrés, Silvia
Agier, Lydiane
Andrusaityte, Sandra
Basagaña, Xavier
Brantsaeter, Anne Lise
Casas, Maribel
Fossati, Serena
Grazuleviciene, Regina
Heude, Barbara
McEachan, Rosemary RC
Meltzer, Helle Margrete
Millett, Christopher
Rauber, Fernanda
Robinson, Oliver
Roumeliotaki, Theano
Borras, Eva
Sabidó, Eduard
Urquiza, Jose
Vafeiadi, Marina
Vineis, Paolo
Voortman, Trudy
Wright, John
Conti, David V
Vrijheid, Martine
Keun, Hector C
Chatzi, Leda
Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health
title Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health
title_full Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health
title_fullStr Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health
title_full_unstemmed Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health
title_short Urinary metabolic biomarkers of diet quality in European children are associated with metabolic health
title_sort urinary metabolic biomarkers of diet quality in european children are associated with metabolic health
topic Epidemiology and Global Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8789316/
https://www.ncbi.nlm.nih.gov/pubmed/35076016
http://dx.doi.org/10.7554/eLife.71332
work_keys_str_mv AT stratakisnikos urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT siskosalexandrosp urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT papadopouloueleni urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT nguyenanhn urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT zhaoyinqi urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT margetakikaterina urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT lauchunghoe urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT coenmuireann urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT maitrelea urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT fernandezbarressilvia urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT agierlydiane urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT andrusaitytesandra urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT basaganaxavier urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT brantsaeterannelise urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT casasmaribel urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT fossatiserena urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT grazulevicieneregina urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT heudebarbara urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT mceachanrosemaryrc urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT meltzerhellemargrete urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT millettchristopher urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT rauberfernanda urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT robinsonoliver urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT roumeliotakitheano urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT borraseva urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT sabidoeduard urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT urquizajose urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT vafeiadimarina urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT vineispaolo urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT voortmantrudy urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT wrightjohn urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT contidavidv urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT vrijheidmartine urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT keunhectorc urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth
AT chatzileda urinarymetabolicbiomarkersofdietqualityineuropeanchildrenareassociatedwithmetabolichealth