Childhood waist growth curves and adult diabetes
Our primary objectives are to empirically identify distinct childhood groups based on trajectories of waist circumference (WC) and waist circumference index measurements, and then to estimate associations between these groups and adult diabetes incidence, as well as other outcomes, including blood p...
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Veröffentlicht in: | Journal of developmental origins of health and disease 2022-10, Vol.13 (5), p.656-662 |
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creator | Carli, Matthew M. Sabo, Roy T. Sun, Shumei S. |
description | Our primary objectives are to empirically identify distinct childhood groups based on trajectories of waist circumference (WC) and waist circumference index measurements, and then to estimate associations between these groups and adult diabetes incidence, as well as other outcomes, including blood pressure, body size, body composition, and hemoglobin levels. Childhood WC and height measurements as well as various adult measurements are taken from participants in the Fels Longitudinal Study. Childhood groups are identified using group-based trajectory modeling. Associations between the resulting group probabilities and adult outcomes are examined using mixed models. Our results show that distinct childhood groups are identifiable for both waist size measurements, with growth curves exhibited by these groups becoming distinguishably separate at around 4 years of age. Higher probabilities for groups exhibiting the larger waist size for either measurement were estimated to have higher risks of developing diabetes in adulthood. Associations were also observed between group probabilities and systolic blood pressure, diastolic blood pressure, and various anthropomorphic measurements, with most associations consistently occurring in early adulthood. These findings expand upon the existing literature, showing that childhood trends in waist size, distinguishable at ages as early as 4 years, are associated with adult Type-2 diabetes. |
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Childhood WC and height measurements as well as various adult measurements are taken from participants in the Fels Longitudinal Study. Childhood groups are identified using group-based trajectory modeling. Associations between the resulting group probabilities and adult outcomes are examined using mixed models. Our results show that distinct childhood groups are identifiable for both waist size measurements, with growth curves exhibited by these groups becoming distinguishably separate at around 4 years of age. Higher probabilities for groups exhibiting the larger waist size for either measurement were estimated to have higher risks of developing diabetes in adulthood. Associations were also observed between group probabilities and systolic blood pressure, diastolic blood pressure, and various anthropomorphic measurements, with most associations consistently occurring in early adulthood. These findings expand upon the existing literature, showing that childhood trends in waist size, distinguishable at ages as early as 4 years, are associated with adult Type-2 diabetes.</description><identifier>ISSN: 2040-1744</identifier><identifier>EISSN: 2040-1752</identifier><identifier>DOI: 10.1017/S2040174421000544</identifier><identifier>PMID: 34551850</identifier><language>eng</language><publisher>Cambridge, UK: Cambridge University Press</publisher><subject>Adult ; Age ; Anthropomorphism ; Blood pressure ; Blood Pressure - physiology ; Body composition ; Body fat ; Body Mass Index ; Child ; Child, Preschool ; Childhood ; Diabetes ; Diabetes Mellitus, Type 2 - epidemiology ; Disease ; Hemoglobin ; Humans ; Longitudinal Studies ; Original Article ; Risk Factors ; Trends ; Waist Circumference - physiology</subject><ispartof>Journal of developmental origins of health and disease, 2022-10, Vol.13 (5), p.656-662</ispartof><rights>The Author(s), 2021. 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Childhood WC and height measurements as well as various adult measurements are taken from participants in the Fels Longitudinal Study. Childhood groups are identified using group-based trajectory modeling. Associations between the resulting group probabilities and adult outcomes are examined using mixed models. Our results show that distinct childhood groups are identifiable for both waist size measurements, with growth curves exhibited by these groups becoming distinguishably separate at around 4 years of age. Higher probabilities for groups exhibiting the larger waist size for either measurement were estimated to have higher risks of developing diabetes in adulthood. Associations were also observed between group probabilities and systolic blood pressure, diastolic blood pressure, and various anthropomorphic measurements, with most associations consistently occurring in early adulthood. These findings expand upon the existing literature, showing that childhood trends in waist size, distinguishable at ages as early as 4 years, are associated with adult Type-2 diabetes.</description><subject>Adult</subject><subject>Age</subject><subject>Anthropomorphism</subject><subject>Blood pressure</subject><subject>Blood Pressure - physiology</subject><subject>Body composition</subject><subject>Body fat</subject><subject>Body Mass Index</subject><subject>Child</subject><subject>Child, Preschool</subject><subject>Childhood</subject><subject>Diabetes</subject><subject>Diabetes Mellitus, Type 2 - epidemiology</subject><subject>Disease</subject><subject>Hemoglobin</subject><subject>Humans</subject><subject>Longitudinal Studies</subject><subject>Original Article</subject><subject>Risk Factors</subject><subject>Trends</subject><subject>Waist Circumference - physiology</subject><issn>2040-1744</issn><issn>2040-1752</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><recordid>eNp1kUtLAzEUhYMoKrU_wI0MuHFTvXk1k40gxRcUXKjrkEySdmQ6qcmM4r83xVpfuAg35H7n3FwOQocYTjFgcXZPgOXKGMEAwBnbQvurpxEWnGxv7oztoWFKT5kBilmW7KI9yjjHJYd9BJN53dh5CLZ41XXqilkMr928qPr44lKhW1to2zddYWttXOfSAdrxukluuK4D9Hh1-TC5GU3vrm8nF9NRxQTuRtxjiZ0gRDLpXVUJ74wmZW6W3ljrgXpXgsEUPPbU6FJLzCVxYwpgjJd0gM4_fJe9WThbubaLulHLWC90fFNB1-pnp63nahZeVCkZCMqywcnaIIbn3qVOLepUuabRrQt9UoQLXlIqpcjo8S_0KfSxzespIkCW-YwhU_iDqmJIKTq_-QwGtYpE_Ykka46-b7FRfAaQAbo21QsTaztzX7P_t30H8vSVCA</recordid><startdate>20221001</startdate><enddate>20221001</enddate><creator>Carli, Matthew M.</creator><creator>Sabo, Roy T.</creator><creator>Sun, Shumei S.</creator><general>Cambridge University Press</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7X7</scope><scope>7XB</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>K9.</scope><scope>M0S</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-9159-4876</orcidid></search><sort><creationdate>20221001</creationdate><title>Childhood waist growth curves and adult diabetes</title><author>Carli, Matthew M. ; Sabo, Roy T. ; Sun, Shumei S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c471t-5f191e722949fecc7feba28c478fbddf03fe80b130f1f3ba8a91592e6300bbf93</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Adult</topic><topic>Age</topic><topic>Anthropomorphism</topic><topic>Blood pressure</topic><topic>Blood Pressure - physiology</topic><topic>Body composition</topic><topic>Body fat</topic><topic>Body Mass Index</topic><topic>Child</topic><topic>Child, Preschool</topic><topic>Childhood</topic><topic>Diabetes</topic><topic>Diabetes Mellitus, Type 2 - epidemiology</topic><topic>Disease</topic><topic>Hemoglobin</topic><topic>Humans</topic><topic>Longitudinal Studies</topic><topic>Original Article</topic><topic>Risk Factors</topic><topic>Trends</topic><topic>Waist Circumference - physiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Carli, Matthew M.</creatorcontrib><creatorcontrib>Sabo, Roy T.</creatorcontrib><creatorcontrib>Sun, Shumei S.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Health and Medical</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Hospital Premium Collection</collection><collection>Hospital Premium Collection (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>Health Research Premium Collection</collection><collection>Health Research Premium Collection (Alumni)</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Health & Medical Collection (Alumni Edition)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Journal of developmental origins of health and disease</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Carli, Matthew M.</au><au>Sabo, Roy T.</au><au>Sun, Shumei S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Childhood waist growth curves and adult diabetes</atitle><jtitle>Journal of developmental origins of health and disease</jtitle><addtitle>J Dev Orig Health Dis</addtitle><date>2022-10-01</date><risdate>2022</risdate><volume>13</volume><issue>5</issue><spage>656</spage><epage>662</epage><pages>656-662</pages><issn>2040-1744</issn><eissn>2040-1752</eissn><abstract>Our primary objectives are to empirically identify distinct childhood groups based on trajectories of waist circumference (WC) and waist circumference index measurements, and then to estimate associations between these groups and adult diabetes incidence, as well as other outcomes, including blood pressure, body size, body composition, and hemoglobin levels. Childhood WC and height measurements as well as various adult measurements are taken from participants in the Fels Longitudinal Study. Childhood groups are identified using group-based trajectory modeling. Associations between the resulting group probabilities and adult outcomes are examined using mixed models. Our results show that distinct childhood groups are identifiable for both waist size measurements, with growth curves exhibited by these groups becoming distinguishably separate at around 4 years of age. Higher probabilities for groups exhibiting the larger waist size for either measurement were estimated to have higher risks of developing diabetes in adulthood. Associations were also observed between group probabilities and systolic blood pressure, diastolic blood pressure, and various anthropomorphic measurements, with most associations consistently occurring in early adulthood. 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subjects | Adult Age Anthropomorphism Blood pressure Blood Pressure - physiology Body composition Body fat Body Mass Index Child Child, Preschool Childhood Diabetes Diabetes Mellitus, Type 2 - epidemiology Disease Hemoglobin Humans Longitudinal Studies Original Article Risk Factors Trends Waist Circumference - physiology |
title | Childhood waist growth curves and adult diabetes |
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