High levels of sleep disturbance across early childhood increases cardiometabolic disease risk index in early adolescence: longitudinal sleep analysis using the Health Outcomes and Measures of the Environment study
Abstract Study Objectives This study examines the impact of sleep duration, bedtime, and sleep disturbance during early childhood on the risk of cardiometabolic disorder (CMD) in early adolescence. Methods Within the Health Outcomes and Measures of Environment Study, we examined sleep patterns of 33...
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creator | Duraccio, Kara McRae Xu, Yingying Beebe, Dean W Lanphear, Bruce Chen, Aimin Braun, Joseph M Kalkwarf, Heidi Cecil, Kim M Yolton, Kimberly |
description | Abstract
Study Objectives
This study examines the impact of sleep duration, bedtime, and sleep disturbance during early childhood on the risk of cardiometabolic disorder (CMD) in early adolescence.
Methods
Within the Health Outcomes and Measures of Environment Study, we examined sleep patterns of 330 children from ages 2 to 8 years and the relationship of these sleep patterns with cardiometabolic risk measures at age 12 (N = 220). We used a group-based semi-parametric mixture model to identify distinct trajectories in sleep duration, bedtime timing, and sleep disturbance for the entire sample. We then examined the associations between sleep trajectories and CMD risk measures using general linear models using both an unadjusted model (no covariates) and an adjusted model (adjusting for child pubertal stage, child sex, duration of breastfeeding, household income, maternal education, and maternal serum cotinine).
Results
In the unadjusted and adjusted models, we found significant differences in CMD risk scores by trajectories of sleep disturbance. Children in the “high” disturbance trajectory had higher CMD risk scores than those in the ‘low’ disturbance trajectory (p’s = 0.002 and 0.039, respectively). No significant differences in CMD risk were observed for bedtime timing or total sleep time trajectories in the unadjusted or adjusted models.
Conclusions
In this cohort, caregiver-reported sleep disturbance in early childhood was associated with more adverse cardiometabolic profiles in early adolescence. Our findings suggest that trials to reduce CMD risk via sleep interventions—which have been conducted in adolescents and adults—may be implemented too late.
Graphical Abstract
Graphical Abstract |
doi_str_mv | 10.1093/sleep/zsad318 |
format | Article |
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Study Objectives
This study examines the impact of sleep duration, bedtime, and sleep disturbance during early childhood on the risk of cardiometabolic disorder (CMD) in early adolescence.
Methods
Within the Health Outcomes and Measures of Environment Study, we examined sleep patterns of 330 children from ages 2 to 8 years and the relationship of these sleep patterns with cardiometabolic risk measures at age 12 (N = 220). We used a group-based semi-parametric mixture model to identify distinct trajectories in sleep duration, bedtime timing, and sleep disturbance for the entire sample. We then examined the associations between sleep trajectories and CMD risk measures using general linear models using both an unadjusted model (no covariates) and an adjusted model (adjusting for child pubertal stage, child sex, duration of breastfeeding, household income, maternal education, and maternal serum cotinine).
Results
In the unadjusted and adjusted models, we found significant differences in CMD risk scores by trajectories of sleep disturbance. Children in the “high” disturbance trajectory had higher CMD risk scores than those in the ‘low’ disturbance trajectory (p’s = 0.002 and 0.039, respectively). No significant differences in CMD risk were observed for bedtime timing or total sleep time trajectories in the unadjusted or adjusted models.
Conclusions
In this cohort, caregiver-reported sleep disturbance in early childhood was associated with more adverse cardiometabolic profiles in early adolescence. Our findings suggest that trials to reduce CMD risk via sleep interventions—which have been conducted in adolescents and adults—may be implemented too late.
Graphical Abstract
Graphical Abstract</description><identifier>ISSN: 0161-8105</identifier><identifier>ISSN: 1550-9109</identifier><identifier>EISSN: 1550-9109</identifier><identifier>DOI: 10.1093/sleep/zsad318</identifier><identifier>PMID: 38092369</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Adolescence ; Adolescent ; Adult ; Body Mass Index ; Breast feeding ; Cardiovascular agents ; Cardiovascular Diseases - epidemiology ; Cardiovascular Diseases - etiology ; Child ; Child development ; Child, Preschool ; Childhood ; Children ; Diseases ; Female ; Humans ; Outcome Assessment, Health Care ; Risk Factors ; Sleep ; Sleep disorders ; Sleep Wake Disorders - complications ; Sleep Wake Disorders - epidemiology ; Sleep, Health, and Disease</subject><ispartof>Sleep (New York, N.Y.), 2024-03, Vol.47 (3), p.1</ispartof><rights>The Author(s) 2023. Published by Oxford University Press on behalf of Sleep Research Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com 2023</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of Sleep Research Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.</rights><rights>COPYRIGHT 2024 Oxford University Press</rights><rights>The Author(s) 2023. Published by Oxford University Press on behalf of Sleep Research Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c433t-a570cd16296c3d4bbab0ee83c66fbd23e9d38f38ce9a641b8b353aed21a3dd7f3</cites><orcidid>0000-0001-5671-0317 ; 0000-0001-9030-8401 ; 0000-0001-5740-8769 ; 0000-0001-5247-3721 ; 0000-0002-5239-3235 ; 0000-0001-8233-5485</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,776,780,881,1578,27901,27902</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38092369$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Duraccio, Kara McRae</creatorcontrib><creatorcontrib>Xu, Yingying</creatorcontrib><creatorcontrib>Beebe, Dean W</creatorcontrib><creatorcontrib>Lanphear, Bruce</creatorcontrib><creatorcontrib>Chen, Aimin</creatorcontrib><creatorcontrib>Braun, Joseph M</creatorcontrib><creatorcontrib>Kalkwarf, Heidi</creatorcontrib><creatorcontrib>Cecil, Kim M</creatorcontrib><creatorcontrib>Yolton, Kimberly</creatorcontrib><title>High levels of sleep disturbance across early childhood increases cardiometabolic disease risk index in early adolescence: longitudinal sleep analysis using the Health Outcomes and Measures of the Environment study</title><title>Sleep (New York, N.Y.)</title><addtitle>Sleep</addtitle><description>Abstract
Study Objectives
This study examines the impact of sleep duration, bedtime, and sleep disturbance during early childhood on the risk of cardiometabolic disorder (CMD) in early adolescence.
Methods
Within the Health Outcomes and Measures of Environment Study, we examined sleep patterns of 330 children from ages 2 to 8 years and the relationship of these sleep patterns with cardiometabolic risk measures at age 12 (N = 220). We used a group-based semi-parametric mixture model to identify distinct trajectories in sleep duration, bedtime timing, and sleep disturbance for the entire sample. We then examined the associations between sleep trajectories and CMD risk measures using general linear models using both an unadjusted model (no covariates) and an adjusted model (adjusting for child pubertal stage, child sex, duration of breastfeeding, household income, maternal education, and maternal serum cotinine).
Results
In the unadjusted and adjusted models, we found significant differences in CMD risk scores by trajectories of sleep disturbance. Children in the “high” disturbance trajectory had higher CMD risk scores than those in the ‘low’ disturbance trajectory (p’s = 0.002 and 0.039, respectively). No significant differences in CMD risk were observed for bedtime timing or total sleep time trajectories in the unadjusted or adjusted models.
Conclusions
In this cohort, caregiver-reported sleep disturbance in early childhood was associated with more adverse cardiometabolic profiles in early adolescence. Our findings suggest that trials to reduce CMD risk via sleep interventions—which have been conducted in adolescents and adults—may be implemented too late.
Graphical Abstract
Graphical Abstract</description><subject>Adolescence</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Body Mass Index</subject><subject>Breast feeding</subject><subject>Cardiovascular agents</subject><subject>Cardiovascular Diseases - epidemiology</subject><subject>Cardiovascular Diseases - etiology</subject><subject>Child</subject><subject>Child development</subject><subject>Child, Preschool</subject><subject>Childhood</subject><subject>Children</subject><subject>Diseases</subject><subject>Female</subject><subject>Humans</subject><subject>Outcome Assessment, Health Care</subject><subject>Risk Factors</subject><subject>Sleep</subject><subject>Sleep disorders</subject><subject>Sleep Wake Disorders - complications</subject><subject>Sleep Wake Disorders - epidemiology</subject><subject>Sleep, Health, and Disease</subject><issn>0161-8105</issn><issn>1550-9109</issn><issn>1550-9109</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNqFkk1v1DAQhiMEoqVw5IosceGS1o7zZS6oqgqLVNQLnK2JPdm4OPZiJyuWH8rvwdkuLUVIKJKTeJ55X894suwlo6eMCn4WLeLm7EcEzVn7KDtmVUVzkUKPs2PKapa3jFZH2bMYb2j6LwV_mh3xloqC1-I4-7ky64FY3KKNxPdkL0e0idMcOnAKCajgYyQIwe6IGozVg_eaGKcCQsRIFARt_IgTdN4atSQvARJM_Jowjd_TesgH7S1GhUn4LbHerc00a-PAHowhfe6iiWSOxq3JNCBZIdhpINfzpJJJTIgmn5LBHHB_4oW5dFsTvBvRTSSdXO-eZ096sBFfHN4n2Zf3l58vVvnV9YePF-dXuSo5n3KoGqo0qwtRK67LroOOIrZc1XXf6YKj0LzteatQQF2yru14xQF1wYBr3fT8JHt3q7uZuxF1KmwKYOUmmBHCTnow8mHEmUGu_VamCyoqUdZJ4c1BIfhvM8ZJjiY1yFpw6OcoC0EL0RSMNwl9_Rd64-eQOhYlZ0VLWVOK8p5ag0VpXO-TsVpE5XnTNnUjqnaxPf0HlR6No1HeYW_S_oOE_DZhPw4B-7siGV2q4XJ_g_IwiYl_9Wdn7ujfo3dfuJ83_9H6BS9A8F0</recordid><startdate>20240311</startdate><enddate>20240311</enddate><creator>Duraccio, Kara McRae</creator><creator>Xu, Yingying</creator><creator>Beebe, Dean W</creator><creator>Lanphear, Bruce</creator><creator>Chen, Aimin</creator><creator>Braun, Joseph M</creator><creator>Kalkwarf, Heidi</creator><creator>Cecil, Kim M</creator><creator>Yolton, Kimberly</creator><general>Oxford 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>K9.</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0001-5671-0317</orcidid><orcidid>https://orcid.org/0000-0001-9030-8401</orcidid><orcidid>https://orcid.org/0000-0001-5740-8769</orcidid><orcidid>https://orcid.org/0000-0001-5247-3721</orcidid><orcidid>https://orcid.org/0000-0002-5239-3235</orcidid><orcidid>https://orcid.org/0000-0001-8233-5485</orcidid></search><sort><creationdate>20240311</creationdate><title>High levels of sleep disturbance across early childhood increases cardiometabolic disease risk index in early adolescence: longitudinal sleep analysis using the Health Outcomes and Measures of the Environment study</title><author>Duraccio, Kara McRae ; Xu, Yingying ; Beebe, Dean W ; Lanphear, Bruce ; Chen, Aimin ; Braun, Joseph M ; Kalkwarf, Heidi ; Cecil, Kim M ; Yolton, Kimberly</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c433t-a570cd16296c3d4bbab0ee83c66fbd23e9d38f38ce9a641b8b353aed21a3dd7f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adolescence</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Body Mass Index</topic><topic>Breast feeding</topic><topic>Cardiovascular agents</topic><topic>Cardiovascular Diseases - epidemiology</topic><topic>Cardiovascular Diseases - etiology</topic><topic>Child</topic><topic>Child development</topic><topic>Child, Preschool</topic><topic>Childhood</topic><topic>Children</topic><topic>Diseases</topic><topic>Female</topic><topic>Humans</topic><topic>Outcome Assessment, Health Care</topic><topic>Risk Factors</topic><topic>Sleep</topic><topic>Sleep disorders</topic><topic>Sleep Wake Disorders - complications</topic><topic>Sleep Wake Disorders - epidemiology</topic><topic>Sleep, Health, and Disease</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Duraccio, Kara McRae</creatorcontrib><creatorcontrib>Xu, Yingying</creatorcontrib><creatorcontrib>Beebe, Dean W</creatorcontrib><creatorcontrib>Lanphear, Bruce</creatorcontrib><creatorcontrib>Chen, Aimin</creatorcontrib><creatorcontrib>Braun, Joseph M</creatorcontrib><creatorcontrib>Kalkwarf, Heidi</creatorcontrib><creatorcontrib>Cecil, Kim M</creatorcontrib><creatorcontrib>Yolton, Kimberly</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 Health & Medical Complete (Alumni)</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Sleep (New York, N.Y.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Duraccio, Kara McRae</au><au>Xu, Yingying</au><au>Beebe, Dean W</au><au>Lanphear, Bruce</au><au>Chen, Aimin</au><au>Braun, Joseph M</au><au>Kalkwarf, Heidi</au><au>Cecil, Kim M</au><au>Yolton, Kimberly</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>High levels of sleep disturbance across early childhood increases cardiometabolic disease risk index in early adolescence: longitudinal sleep analysis using the Health Outcomes and Measures of the Environment study</atitle><jtitle>Sleep (New York, N.Y.)</jtitle><addtitle>Sleep</addtitle><date>2024-03-11</date><risdate>2024</risdate><volume>47</volume><issue>3</issue><spage>1</spage><pages>1-</pages><issn>0161-8105</issn><issn>1550-9109</issn><eissn>1550-9109</eissn><abstract>Abstract
Study Objectives
This study examines the impact of sleep duration, bedtime, and sleep disturbance during early childhood on the risk of cardiometabolic disorder (CMD) in early adolescence.
Methods
Within the Health Outcomes and Measures of Environment Study, we examined sleep patterns of 330 children from ages 2 to 8 years and the relationship of these sleep patterns with cardiometabolic risk measures at age 12 (N = 220). We used a group-based semi-parametric mixture model to identify distinct trajectories in sleep duration, bedtime timing, and sleep disturbance for the entire sample. We then examined the associations between sleep trajectories and CMD risk measures using general linear models using both an unadjusted model (no covariates) and an adjusted model (adjusting for child pubertal stage, child sex, duration of breastfeeding, household income, maternal education, and maternal serum cotinine).
Results
In the unadjusted and adjusted models, we found significant differences in CMD risk scores by trajectories of sleep disturbance. Children in the “high” disturbance trajectory had higher CMD risk scores than those in the ‘low’ disturbance trajectory (p’s = 0.002 and 0.039, respectively). No significant differences in CMD risk were observed for bedtime timing or total sleep time trajectories in the unadjusted or adjusted models.
Conclusions
In this cohort, caregiver-reported sleep disturbance in early childhood was associated with more adverse cardiometabolic profiles in early adolescence. Our findings suggest that trials to reduce CMD risk via sleep interventions—which have been conducted in adolescents and adults—may be implemented too late.
Graphical Abstract
Graphical Abstract</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>38092369</pmid><doi>10.1093/sleep/zsad318</doi><orcidid>https://orcid.org/0000-0001-5671-0317</orcidid><orcidid>https://orcid.org/0000-0001-9030-8401</orcidid><orcidid>https://orcid.org/0000-0001-5740-8769</orcidid><orcidid>https://orcid.org/0000-0001-5247-3721</orcidid><orcidid>https://orcid.org/0000-0002-5239-3235</orcidid><orcidid>https://orcid.org/0000-0001-8233-5485</orcidid></addata></record> |
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subjects | Adolescence Adolescent Adult Body Mass Index Breast feeding Cardiovascular agents Cardiovascular Diseases - epidemiology Cardiovascular Diseases - etiology Child Child development Child, Preschool Childhood Children Diseases Female Humans Outcome Assessment, Health Care Risk Factors Sleep Sleep disorders Sleep Wake Disorders - complications Sleep Wake Disorders - epidemiology Sleep, Health, and Disease |
title | High levels of sleep disturbance across early childhood increases cardiometabolic disease risk index in early adolescence: longitudinal sleep analysis using the Health Outcomes and Measures of the Environment study |
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