MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years

The assessment of body composition in pediatric population is essential for proper nutritional support during hospitalization. However, currently available methods have limitations. This study aims to propose a novel approach for nutrition status assessment and introduce magnetic resonance imaging (...

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Main Authors: Kacper Marunowski, Dominik Świętoń, Włodzimierz Bzyl, Małgorzata Grzywińska, Mariusz Kaszubowski, Piotr Bandosz, Dmitry Khrichenko, Maciej Piskunowicz
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-10-01
Series:Frontiers in Nutrition
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fnut.2021.757274/full
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spelling doaj-42b4c600051c4d7a8581e390fc0ea3272021-10-01T05:45:44ZengFrontiers Media S.A.Frontiers in Nutrition2296-861X2021-10-01810.3389/fnut.2021.757274757274MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 YearsKacper Marunowski0Dominik Świętoń1Włodzimierz Bzyl2Małgorzata Grzywińska3Mariusz Kaszubowski4Piotr Bandosz5Piotr Bandosz6Dmitry Khrichenko7Maciej Piskunowicz8Department of Radiology, Medical University of Gdańsk, Gdańsk, PolandDepartment of Radiology, Medical University of Gdańsk, Gdańsk, PolandFaculty of Mathematics, Physics and Informatics, University of Gdańsk, Gdańsk, PolandDepartment of Human Physiology, Medical University of Gdańsk, Gdańsk, PolandDepartment of Economic Sciences, Faculty of Management and Economics, Institute of Statistics, Gdansk University of Technology, Gdańsk, PolandDepartment of Public Health and Policy, University of Liverpool, Liverpool, United KingdomDepartment of Prevention and Medical Education, Medical University of Gdańsk, Gdańsk, PolandDivision of Body Imaging, Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, PA, United StatesDepartment of Radiology, Medical University of Gdańsk, Gdańsk, PolandThe assessment of body composition in pediatric population is essential for proper nutritional support during hospitalization. However, currently available methods have limitations. This study aims to propose a novel approach for nutrition status assessment and introduce magnetic resonance imaging (MRI)-derived subcutaneous and visceral fat normative reference values. A total of 262 healthy subjects aged from 6 to 18 years underwent MRI examinations and anthropometric measurements. MRI images at the second lumbar vertebrae were used by two radiologists to perform the semi-automatic tissue segmentation. Based on obtained adipose tissue surface areas and body mass index (BMI) scores sex-specific standard percentile curves (3rd, 10th, 25th, 50th, 75th, 90th, 97th) and z-scores were constructed using LMS method. Additionally, 85th and 95th centiles of subcutaneous and visceral adipose tissue were proposed as equivalents of overweight and obesity. Bland-Altman plots revealed an excellent intra-observer reproducibility and inter-observer agreement. In conclusion, our findings demonstrate highly reproducible method and suggest that MRI-derived reference values can be implemented in clinical practice.https://www.frontiersin.org/articles/10.3389/fnut.2021.757274/fullsubcutaneous adipose tissue (SAT)visceral adipose tissue (VAT)magnetic resonance imagingnutritional assessmentage and sex dependent reference valuespercentile charts
collection DOAJ
language English
format Article
sources DOAJ
author Kacper Marunowski
Dominik Świętoń
Włodzimierz Bzyl
Małgorzata Grzywińska
Mariusz Kaszubowski
Piotr Bandosz
Piotr Bandosz
Dmitry Khrichenko
Maciej Piskunowicz
spellingShingle Kacper Marunowski
Dominik Świętoń
Włodzimierz Bzyl
Małgorzata Grzywińska
Mariusz Kaszubowski
Piotr Bandosz
Piotr Bandosz
Dmitry Khrichenko
Maciej Piskunowicz
MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years
Frontiers in Nutrition
subcutaneous adipose tissue (SAT)
visceral adipose tissue (VAT)
magnetic resonance imaging
nutritional assessment
age and sex dependent reference values
percentile charts
author_facet Kacper Marunowski
Dominik Świętoń
Włodzimierz Bzyl
Małgorzata Grzywińska
Mariusz Kaszubowski
Piotr Bandosz
Piotr Bandosz
Dmitry Khrichenko
Maciej Piskunowicz
author_sort Kacper Marunowski
title MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years
title_short MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years
title_full MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years
title_fullStr MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years
title_full_unstemmed MRI-Derived Subcutaneous and Visceral Adipose Tissue Reference Values for Children Aged 6 to Under 18 Years
title_sort mri-derived subcutaneous and visceral adipose tissue reference values for children aged 6 to under 18 years
publisher Frontiers Media S.A.
series Frontiers in Nutrition
issn 2296-861X
publishDate 2021-10-01
description The assessment of body composition in pediatric population is essential for proper nutritional support during hospitalization. However, currently available methods have limitations. This study aims to propose a novel approach for nutrition status assessment and introduce magnetic resonance imaging (MRI)-derived subcutaneous and visceral fat normative reference values. A total of 262 healthy subjects aged from 6 to 18 years underwent MRI examinations and anthropometric measurements. MRI images at the second lumbar vertebrae were used by two radiologists to perform the semi-automatic tissue segmentation. Based on obtained adipose tissue surface areas and body mass index (BMI) scores sex-specific standard percentile curves (3rd, 10th, 25th, 50th, 75th, 90th, 97th) and z-scores were constructed using LMS method. Additionally, 85th and 95th centiles of subcutaneous and visceral adipose tissue were proposed as equivalents of overweight and obesity. Bland-Altman plots revealed an excellent intra-observer reproducibility and inter-observer agreement. In conclusion, our findings demonstrate highly reproducible method and suggest that MRI-derived reference values can be implemented in clinical practice.
topic subcutaneous adipose tissue (SAT)
visceral adipose tissue (VAT)
magnetic resonance imaging
nutritional assessment
age and sex dependent reference values
percentile charts
url https://www.frontiersin.org/articles/10.3389/fnut.2021.757274/full
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