Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome

Pediatric obesity-related metabolic syndrome (MetS) and nonalcoholic fatty liver disease (NAFLD) are increasingly frequent conditions with a still-elusive diagnosis and low-efficacy treatment and monitoring options. In this study, we investigated the salivary metabolomic signature, which has been un...

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Main Authors: Jacopo Troisi, Federica Belmonte, Antonella Bisogno, Luca Pierri, Angelo Colucci, Giovanni Scala, Pierpaolo Cavallo, Claudia Mandato, Antonella Di Nuzzi, Laura Di Michele, Anna Pia Delli Bovi, Salvatore Guercio Nuzio, Pietro Vajro
Format: Article
Language:English
Published: MDPI AG 2019-01-01
Series:Nutrients
Subjects:
Online Access:https://www.mdpi.com/2072-6643/11/2/274
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spelling doaj-ecb3c3316ca947fe9d155092bf2e66432020-11-24T21:46:41ZengMDPI AGNutrients2072-66432019-01-0111227410.3390/nu11020274nu11020274Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic SyndromeJacopo Troisi0Federica Belmonte1Antonella Bisogno2Luca Pierri3Angelo Colucci4Giovanni Scala5Pierpaolo Cavallo6Claudia Mandato7Antonella Di Nuzzi8Laura Di Michele9Anna Pia Delli Bovi10Salvatore Guercio Nuzio11Pietro Vajro12Department of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyHosmotic srl, Via R. Bosco 178, 80069 Vico Equense (NA), ItalyDepartment of Physics, University of Salerno, 84084 Fisciano (Salerno), ItalyDepartment of Pediatrics, Children’s Hospital Santobono-Pausilipon, 80129 Naples, ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyDepartment of Medicine and Surgery and Dentistry, “Scuola Medica Salernitana”, Pediatrics Section University of Salerno, 84081 Baronissi (Salerno), ItalyPediatric obesity-related metabolic syndrome (MetS) and nonalcoholic fatty liver disease (NAFLD) are increasingly frequent conditions with a still-elusive diagnosis and low-efficacy treatment and monitoring options. In this study, we investigated the salivary metabolomic signature, which has been uncharacterized to date. In this pilot-nested case-control study over a transversal design, 41 subjects (23 obese patients and 18 normal weight (NW) healthy controls), characterized based on medical history, clinical, anthropometric, and laboratory data, were recruited. Liver involvement, defined according to ultrasonographic liver brightness, allowed for the allocation of the patients into four groups: obese with hepatic steatosis ([St+], <i>n</i> = 15) and without hepatic steatosis ([St&#8315;], <i>n</i> = 8), and with (<i>n</i> = 10) and without (<i>n</i> = 13) MetS. A partial least squares discriminant analysis (PLS-DA) model was devised to classify the patients&#8217; classes based on their salivary metabolomic signature. Pediatric obesity and its related liver disease and metabolic syndrome appear to have distinct salivary metabolomic signatures. The difference is notable in metabolites involved in energy, amino and organic acid metabolism, as well as in intestinal bacteria metabolism, possibly reflecting diet, fatty acid synthase pathways, and the strict interaction between microbiota and intestinal mucins. This information expands the current understanding of NAFLD pathogenesis, potentially translating into better targeted monitoring and/or treatment strategies in the future.https://www.mdpi.com/2072-6643/11/2/274pediatric obesitynonalcoholic fatty liver diseasemetabolic syndromesalivametabolomicsgas-chromatography mass spectrometry
collection DOAJ
language English
format Article
sources DOAJ
author Jacopo Troisi
Federica Belmonte
Antonella Bisogno
Luca Pierri
Angelo Colucci
Giovanni Scala
Pierpaolo Cavallo
Claudia Mandato
Antonella Di Nuzzi
Laura Di Michele
Anna Pia Delli Bovi
Salvatore Guercio Nuzio
Pietro Vajro
spellingShingle Jacopo Troisi
Federica Belmonte
Antonella Bisogno
Luca Pierri
Angelo Colucci
Giovanni Scala
Pierpaolo Cavallo
Claudia Mandato
Antonella Di Nuzzi
Laura Di Michele
Anna Pia Delli Bovi
Salvatore Guercio Nuzio
Pietro Vajro
Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome
Nutrients
pediatric obesity
nonalcoholic fatty liver disease
metabolic syndrome
saliva
metabolomics
gas-chromatography mass spectrometry
author_facet Jacopo Troisi
Federica Belmonte
Antonella Bisogno
Luca Pierri
Angelo Colucci
Giovanni Scala
Pierpaolo Cavallo
Claudia Mandato
Antonella Di Nuzzi
Laura Di Michele
Anna Pia Delli Bovi
Salvatore Guercio Nuzio
Pietro Vajro
author_sort Jacopo Troisi
title Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome
title_short Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome
title_full Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome
title_fullStr Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome
title_full_unstemmed Metabolomic Salivary Signature of Pediatric Obesity Related Liver Disease and Metabolic Syndrome
title_sort metabolomic salivary signature of pediatric obesity related liver disease and metabolic syndrome
publisher MDPI AG
series Nutrients
issn 2072-6643
publishDate 2019-01-01
description Pediatric obesity-related metabolic syndrome (MetS) and nonalcoholic fatty liver disease (NAFLD) are increasingly frequent conditions with a still-elusive diagnosis and low-efficacy treatment and monitoring options. In this study, we investigated the salivary metabolomic signature, which has been uncharacterized to date. In this pilot-nested case-control study over a transversal design, 41 subjects (23 obese patients and 18 normal weight (NW) healthy controls), characterized based on medical history, clinical, anthropometric, and laboratory data, were recruited. Liver involvement, defined according to ultrasonographic liver brightness, allowed for the allocation of the patients into four groups: obese with hepatic steatosis ([St+], <i>n</i> = 15) and without hepatic steatosis ([St&#8315;], <i>n</i> = 8), and with (<i>n</i> = 10) and without (<i>n</i> = 13) MetS. A partial least squares discriminant analysis (PLS-DA) model was devised to classify the patients&#8217; classes based on their salivary metabolomic signature. Pediatric obesity and its related liver disease and metabolic syndrome appear to have distinct salivary metabolomic signatures. The difference is notable in metabolites involved in energy, amino and organic acid metabolism, as well as in intestinal bacteria metabolism, possibly reflecting diet, fatty acid synthase pathways, and the strict interaction between microbiota and intestinal mucins. This information expands the current understanding of NAFLD pathogenesis, potentially translating into better targeted monitoring and/or treatment strategies in the future.
topic pediatric obesity
nonalcoholic fatty liver disease
metabolic syndrome
saliva
metabolomics
gas-chromatography mass spectrometry
url https://www.mdpi.com/2072-6643/11/2/274
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