Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations

Individual differences in the chronotype, an attitude that best expresses the individual circadian preference in behavioral and biological rhythms, have been associated with cardiometabolic risk and gut dysbiosis. Up to now, there are no studies evaluating the association between chronotypes and cir...

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Main Authors: Luigi Barrea, Giovanna Muscogiuri, Gabriella Pugliese, Chiara Graziadio, Maria Maisto, Francesca Pivari, Andrea Falco, Gian Carlo Tenore, Annamaria Colao, Silvia Savastano
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Nutrients
Subjects:
Online Access:https://www.mdpi.com/2072-6643/13/5/1671
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spelling doaj-f41f6af00d6548d0b9b43b807f5ac12e2021-06-01T00:03:16ZengMDPI AGNutrients2072-66432021-05-01131671167110.3390/nu13051671Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) ConcentrationsLuigi Barrea0Giovanna Muscogiuri1Gabriella Pugliese2Chiara Graziadio3Maria Maisto4Francesca Pivari5Andrea Falco6Gian Carlo Tenore7Annamaria Colao8Silvia Savastano9Dipartimento di Scienze Umanistiche, Università Telematica Pegaso, 80143 Napoli, ItalyCentro Italiano per la cura e il Benessere del Paziente con Obesità (C.I.B.O), Endocrinology Unit, Department of Clinical Medicine and Surgery, University Federico II, 80131 Naples, ItalyCentro Italiano per la cura e il Benessere del Paziente con Obesità (C.I.B.O), Endocrinology Unit, Department of Clinical Medicine and Surgery, University Federico II, 80131 Naples, ItalyCentro Italiano per la cura e il Benessere del Paziente con Obesità (C.I.B.O), Endocrinology Unit, Department of Clinical Medicine and Surgery, University Federico II, 80131 Naples, ItalyDepartment of Pharmacy, University of Naples “Federico II”, 80131 Naples, ItalyDepartment of Health Sciences, University of Milan, 20142 Milan, ItalyDepartment of Science and Technology (DST), Università del Sannio, 82100 Benevento, ItalyDepartment of Pharmacy, University of Naples “Federico II”, 80131 Naples, ItalyCentro Italiano per la cura e il Benessere del Paziente con Obesità (C.I.B.O), Endocrinology Unit, Department of Clinical Medicine and Surgery, University Federico II, 80131 Naples, ItalyCentro Italiano per la cura e il Benessere del Paziente con Obesità (C.I.B.O), Endocrinology Unit, Department of Clinical Medicine and Surgery, University Federico II, 80131 Naples, ItalyIndividual differences in the chronotype, an attitude that best expresses the individual circadian preference in behavioral and biological rhythms, have been associated with cardiometabolic risk and gut dysbiosis. Up to now, there are no studies evaluating the association between chronotypes and circulating TMAO concentrations, a predictor of cardiometabolic risk and a useful marker of gut dysbiosis. In this study population (147 females and 100 males), subjects with the morning chronotype had the lowest BMI and waist circumference (<i>p</i> < 0.001), and a better metabolic profile compared to the other chronotypes. In addition, the morning chronotype had the highest adherence to the Mediterranean diet (<i>p</i> < 0.001) and the lowest circulating TMAO concentrations (<i>p</i> < 0.001). After adjusting for BMI and adherence to the Mediterranean diet, the correlation between circulating TMAO concentrations and chronotype score was still kept (r = −0.627, <i>p</i> < 0.001). Using a linear regression analysis, higher chronotype scores were mostly associated with lower circulating TMAO concentrations (β = −0.479, <i>t</i> = −12.08, and <i>p</i> < 0.001). Using a restricted cubic spline analysis, we found that a chronotype score ≥59 (<i>p</i> < 0.001, R<sup>2</sup> = −0.824) demonstrated a more significant inverse linear relationship with circulating TMAO concentrations compared with knots <59 (neither chronotype) and <41 (evening chronotype). The current study reported the first evidence that higher circulating TMAO concentrations were associated with the evening chronotype that, in turn, is usually linked to an unhealthy lifestyle mostly characterized by low adherence to the MD.https://www.mdpi.com/2072-6643/13/5/1671chronotypetrimethylamine N-oxide (TMAO)Mediterranean dietdietnutritionist
collection DOAJ
language English
format Article
sources DOAJ
author Luigi Barrea
Giovanna Muscogiuri
Gabriella Pugliese
Chiara Graziadio
Maria Maisto
Francesca Pivari
Andrea Falco
Gian Carlo Tenore
Annamaria Colao
Silvia Savastano
spellingShingle Luigi Barrea
Giovanna Muscogiuri
Gabriella Pugliese
Chiara Graziadio
Maria Maisto
Francesca Pivari
Andrea Falco
Gian Carlo Tenore
Annamaria Colao
Silvia Savastano
Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations
Nutrients
chronotype
trimethylamine N-oxide (TMAO)
Mediterranean diet
diet
nutritionist
author_facet Luigi Barrea
Giovanna Muscogiuri
Gabriella Pugliese
Chiara Graziadio
Maria Maisto
Francesca Pivari
Andrea Falco
Gian Carlo Tenore
Annamaria Colao
Silvia Savastano
author_sort Luigi Barrea
title Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations
title_short Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations
title_full Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations
title_fullStr Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations
title_full_unstemmed Association of the Chronotype Score with Circulating Trimethylamine N-Oxide (TMAO) Concentrations
title_sort association of the chronotype score with circulating trimethylamine n-oxide (tmao) concentrations
publisher MDPI AG
series Nutrients
issn 2072-6643
publishDate 2021-05-01
description Individual differences in the chronotype, an attitude that best expresses the individual circadian preference in behavioral and biological rhythms, have been associated with cardiometabolic risk and gut dysbiosis. Up to now, there are no studies evaluating the association between chronotypes and circulating TMAO concentrations, a predictor of cardiometabolic risk and a useful marker of gut dysbiosis. In this study population (147 females and 100 males), subjects with the morning chronotype had the lowest BMI and waist circumference (<i>p</i> < 0.001), and a better metabolic profile compared to the other chronotypes. In addition, the morning chronotype had the highest adherence to the Mediterranean diet (<i>p</i> < 0.001) and the lowest circulating TMAO concentrations (<i>p</i> < 0.001). After adjusting for BMI and adherence to the Mediterranean diet, the correlation between circulating TMAO concentrations and chronotype score was still kept (r = −0.627, <i>p</i> < 0.001). Using a linear regression analysis, higher chronotype scores were mostly associated with lower circulating TMAO concentrations (β = −0.479, <i>t</i> = −12.08, and <i>p</i> < 0.001). Using a restricted cubic spline analysis, we found that a chronotype score ≥59 (<i>p</i> < 0.001, R<sup>2</sup> = −0.824) demonstrated a more significant inverse linear relationship with circulating TMAO concentrations compared with knots <59 (neither chronotype) and <41 (evening chronotype). The current study reported the first evidence that higher circulating TMAO concentrations were associated with the evening chronotype that, in turn, is usually linked to an unhealthy lifestyle mostly characterized by low adherence to the MD.
topic chronotype
trimethylamine N-oxide (TMAO)
Mediterranean diet
diet
nutritionist
url https://www.mdpi.com/2072-6643/13/5/1671
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