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      Fat-free/lean body mass in children with insulin resistance or metabolic syndrome: a systematic review and meta-analysis

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          Abstract

          Background

          Lean / Fat Free Body Mass (LBM) is metabolically involved in active processes such as resting energy expenditure, glucose uptake, and myokine secretion. Nonetheless, its association with insulin sensitivity / resistance / glucose tolerance and metabolic syndrome remains unclear in childhood.

          Methods

          The current investigation aimed to examine the differences in fat-free mass /lean body mass according to the presence of insulin sensitivity/insulin resistance/glucose tolerance/metabolic syndrome in children.

          A systematic search was carried out in Medline/PubMed, Embase, Scopus, Web of Science, and SciELO, covering the period from each database’s respective start to 21 June 2021. Two researchers evaluated 7111 studies according to the inclusion criteria: original human studies, written in English or Spanish, evaluating fat-free mass/lean body mass in children and adolescents including both with and without insulin sensitivity/insulin resistance /glucose tolerance and metabolic syndrome and reported the differences between them in terms of fat free mass/lean body mass.

          The results of the studies were combined with insulin sensitivity, insulin, resistance, glucose tolerance and metabolic syndrome. The standardized mean difference (SMD) in each study was calculated and combined using the random-effects model. Heterogeneity between studies was tested using the index of heterogeneity (I 2), leave-one-out sensitivity analyses were performed, and publication bias was assessed using the Egger and Begg tests.

          Results

          Finally, 15 studies which compared groups defined according to different glucose homeostasis criteria or metabolic syndrome out of 103 eligible studies were included in this systematic review and 12 studies in the meta-analysis. Meta-analysis showed lower fat-free mass/lean body mass percentage in participants with insulin resistance/glucose tolerance/metabolic syndrome (SMD -0.47; 95% CI, − 0.62 to − 0.32) while in mass units (kg), higher values were found in the same group (SMD, 1.01; 95% CI, 0.43 to 1.60).

          Conclusions

          Our results identified lower values of fat-free mass/lean body mass (%) in children and adolescents with insulin resistance/glucose tolerance/metabolic syndrome and higher values of fat-free mass/lean body mass when these are expressed in kg. The evidence of the impact of lean mass on children’s glucose homeostasis or metabolic syndrome is limited, so future studies research should focus on explaining the effect of fat-free mass/lean body mass on different metabolic outcomes. Moreover, it may be interesting to evaluate the quality (muscle density) or functional (muscle strength) outcomes in addition to both absolute (kg) and relative (%) values in future studies.

          The systematic review was prospectively registered at PROSPERO (registration number CRD42019124734; available at: http://www.crd.york.ac.uk/prospero [accessed: 05 April 2019]).

          Supplementary Information

          The online version contains supplementary material available at 10.1186/s12887-021-03041-z.

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          Most cited references166

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          Measuring inconsistency in meta-analyses.

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            The Cochrane Collaboration’s tool for assessing risk of bias in randomised trials

            Flaws in the design, conduct, analysis, and reporting of randomised trials can cause the effect of an intervention to be underestimated or overestimated. The Cochrane Collaboration’s tool for assessing risk of bias aims to make the process clearer and more accurate
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              The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration

              Systematic reviews and meta-analyses are essential to summarise evidence relating to efficacy and safety of healthcare interventions accurately and reliably. The clarity and transparency of these reports, however, are not optimal. Poor reporting of systematic reviews diminishes their value to clinicians, policy makers, and other users. Since the development of the QUOROM (quality of reporting of meta-analysis) statement—a reporting guideline published in 1999—there have been several conceptual, methodological, and practical advances regarding the conduct and reporting of systematic reviews and meta-analyses. Also, reviews of published systematic reviews have found that key information about these studies is often poorly reported. Realising these issues, an international group that included experienced authors and methodologists developed PRISMA (preferred reporting items for systematic reviews and meta-analyses) as an evolution of the original QUOROM guideline for systematic reviews and meta-analyses of evaluations of health care interventions. The PRISMA statement consists of a 27-item checklist and a four-phase flow diagram. The checklist includes items deemed essential for transparent reporting of a systematic review. In this explanation and elaboration document, we explain the meaning and rationale for each checklist item. For each item, we include an example of good reporting and, where possible, references to relevant empirical studies and methodological literature. The PRISMA statement, this document, and the associated website (www.prisma-statement.org/) should be helpful resources to improve reporting of systematic reviews and meta-analyses.
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                Author and article information

                Contributors
                d.cordoba@javeriana.edu.co
                iglesia@unizar.es
                bruton@unizar.es
                gerard@unizar.es
                joseant@unizar.es
                hmorales@javeriana.edu.co
                lmoreno@unizar.es
                Journal
                BMC Pediatr
                BMC Pediatr
                BMC Pediatrics
                BioMed Central (London )
                1471-2431
                22 January 2022
                22 January 2022
                2022
                : 22
                : 58
                Affiliations
                [1 ]GRID grid.41312.35, ISNI 0000 0001 1033 6040, Departamento de Nutrición y Bioquímica, Facultad de Ciencias, , Pontificia Universidad Javeriana, ; Bogotá, DC Colombia
                [2 ]GRID grid.11205.37, ISNI 0000 0001 2152 8769, Growth, Exercise, Nutrition and Development (GENUD) Research Group, , Universidad de Zaragoza, ; Zaragoza, Spain
                [3 ]GRID grid.11205.37, ISNI 0000 0001 2152 8769, Instituto Agroalimentario de Aragón (IA2), Instituto de Investigación Sanitaria Aragón (IIS Aragón), ; Zaragoza, Spain
                [4 ]GRID grid.413448.e, ISNI 0000 0000 9314 1427, Red de Salud Materno Infantil y del Desarrollo (SAMID), , Instituto de Salud Carlos III, ; Madrid, Spain
                [5 ]GRID grid.11205.37, ISNI 0000 0001 2152 8769, Faculty of Health and Sport Sciences (FCSD), Department of Physiatry and Nursing, , University of Zaragoza, ; Zaragoza, Spain
                [6 ]GRID grid.413448.e, ISNI 0000 0000 9314 1427, Centro de Investigación Biomédica en Red de Fisiopatología de la Obesidad y Nutrición (CIBERObn), , Instituto de Salud Carlos III, ; Madrid, Spain
                [7 ]GRID grid.11205.37, ISNI 0000 0001 2152 8769, Departamento de Pediatría, , Universidad de Zaragoza, ; Zaragoza, Spain
                [8 ]GRID grid.41312.35, ISNI 0000 0001 1033 6040, Biblioteca General Alfonso Borrero Cabal, , Pontificia Universidad Javeriana, ; Bogotá, Colombia
                Author information
                https://orcid.org/0000-0002-7034-8796
                https://orcid.org/0000-0002-2219-3646
                https://orcid.org/0000-0002-0520-1640
                https://orcid.org/0000-0002-7985-9912
                https://orcid.org/0000-0002-7215-6931
                https://orcid.org/0000-0002-8895-7864
                https://orcid.org/0000-0003-0454-653X
                Article
                3041
                10.1186/s12887-021-03041-z
                8783460
                35065638
                0dcc0a55-bf1d-4ea6-9b61-23e4fd997d06
                © The Author(s) 2022

                Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.

                History
                : 8 February 2021
                : 18 November 2021
                Categories
                Research
                Custom metadata
                © The Author(s) 2022

                Pediatrics
                body composition,insulin resistance,metabolic syndrome,infant,child,adolescent
                Pediatrics
                body composition, insulin resistance, metabolic syndrome, infant, child, adolescent

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