{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,1]],"date-time":"2026-10-01T01:39:29Z","timestamp":1790818769059,"version":"4.1.0"},"reference-count":103,"publisher":"Wiley","issue":"12","license":[{"start":{"date-parts":[[2020,9,16]],"date-time":"2020-09-16T00:00:00Z","timestamp":1600214400000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/100000062","name":"National Institute of Diabetes and Digestive and Kidney Diseases","doi-asserted-by":"publisher","award":["R01 DK112317"],"award-info":[{"award-number":["R01 DK112317"]}],"id":[{"id":"10.13039\/100000062","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000041","name":"American Diabetes Association","doi-asserted-by":"publisher","award":["1\u201017\u2010JDF\u2010031"],"award-info":[{"award-number":["1\u201017\u2010JDF\u2010031"]}],"id":[{"id":"10.13039\/100000041","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/100000135","name":"NIH Blueprint for Neuroscience Research","doi-asserted-by":"publisher","award":["1U54MH091657"],"award-info":[{"award-number":["1U54MH091657"]}],"id":[{"id":"10.13039\/100000135","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["J Neuroendocrinology"],"published-print":{"date-parts":[[2020,12]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Later onset of puberty has been associated with lower body mass index (BMI) in adulthood independent of childhood BMI. However, how the relationship between time of onset of puberty and BMI in adulthood is associated with neurocognitive outcomes is largely unstudied. In the present study, women were sampled from the Human Connectome Project 1200 parcellation, timeseries and netmats1 release (PTN) release. Inclusion criteria were: four (15\u00a0minutes) resting state fMRI scans, current measured BMI, self\u2010reported age at onset of menstruation (a proxy of age at onset of puberty) and no endocrine complications (eg, polycystic ovarian syndrome). The effect of age at onset of menstruation, measured BMI at scan date and the interaction of age at onset of menstruation by BMI on brain functional correlation was modelled using <jats:sc>fslnets<\/jats:sc> (<jats:ext-link xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" xlink:href=\"https:\/\/fsl.fmrib.ox.ac.uk\/fsl\/fslwiki\/FSLNets\">https:\/\/fsl.fmrib.ox.ac.uk\/fsl\/fslwiki\/FSLNets<\/jats:ext-link>) controlling for race and age at scan. Corrected significance was set at a family\u2010wise error probability (pFWE)\u00a0&lt;\u00a00.05. A final sample of n\u00a0=\u00a0510 (age 29.5\u00a0years\u00a0\u00b1\u00a03.6, BMI at scan 25.9\u00a0\u00b1\u00a05.6 and age at onset of menstruation 12.7\u00a0\u00b1\u00a01.6 were included. Age at onset of menstruation was negatively associated with BMI at scan (<jats:italic>r<\/jats:italic>\u00a0=\u00a0\u2212\u00a00.19, <jats:italic>P<\/jats:italic>\u00a0&lt;\u00a00.001). The interaction between age at onset of menstruation and BMI at scan was associated with stronger correlation between a somatosensory and visual network (<jats:italic>t<\/jats:italic>\u00a0=\u00a03.45, pFWE\u00a0=\u00a00.026) and a visual network and cingulo\u2010opercular task control network (<jats:italic>t<\/jats:italic>\u00a0=\u00a04.74, pFWE\u00a0=\u00a00.0002). Post\u2010hoc analyses of behavioural\/cognitive measures showed no effect of the interaction between BMI and age at onset of menstruation on behavioural\/cognitive measures. However, post\u2010hoc analyses of heritability showed adult BMI and the correlation between the visual and somatosensory networks have high heritability. In sum, we report increased correlation between visual, taste\u2010associated and self\u2010control brain regions in women at high BMI with later age at onset of menstruation.<\/jats:p>","DOI":"10.1111\/jne.12891","type":"journal-article","created":{"date-parts":[[2020,7,12]],"date-time":"2020-07-12T09:00:35Z","timestamp":1594544435000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":9,"title":["Earlier onset of menstruation is related to increased body mass index in adulthood and altered functional correlations between visual, task control and somatosensory brain networks"],"prefix":"10.1111","volume":"32","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0450-4404","authenticated-orcid":false,"given":"Grace E.","family":"Shearrer","sequence":"first","affiliation":[{"name":"Department of Nutritional Science University of North Carolina Chapel Hill  Chapel Hill NC USA"},{"name":"Biomedical Research Imaging Institute University of North Carolina Chapel Hill  Chapel Hill NC USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jennifer R.","family":"Sadler","sequence":"additional","affiliation":[{"name":"Department of Nutritional Science University of North Carolina Chapel Hill  Chapel Hill NC USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Afroditi","family":"Papantoni","sequence":"additional","affiliation":[{"name":"Department of Nutritional Science University of North Carolina Chapel Hill  Chapel Hill NC USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyle S.","family":"Burger","sequence":"additional","affiliation":[{"name":"Department of Nutritional Science University of North Carolina Chapel Hill  Chapel Hill NC USA"},{"name":"Biomedical Research Imaging Institute University of North Carolina Chapel Hill  Chapel Hill NC USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2020,9,16]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(16)30054-X"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.fertnstert.2017.01.017"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00125-019-4939-5"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1515\/jpem-2019-0105"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1038\/nn1326"},{"key":"e_1_2_9_7_1","doi-asserted-by":"crossref","first-page":"e20171703","DOI":"10.1542\/peds.2017-1703","article-title":"Age at menarche, depression, and antisocial behavior in adulthood","volume":"141","author":"Mendle J","year":"2018","journal-title":"Pediatrics"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep11208"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.1038\/ijo.2012.177"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.2337\/dc11-1365"},{"key":"e_1_2_9_11_1","doi-asserted-by":"publisher","DOI":"10.1038\/sj.ijo.0802422"},{"key":"e_1_2_9_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00431-015-2604-7"},{"key":"e_1_2_9_13_1","doi-asserted-by":"crossref","first-page":"156","DOI":"10.4274\/jcrpe.3370","article-title":"Menarcheal age and risk of type 2 diabetes: a community\u2010based cohort study","volume":"9","author":"Farahmand M","year":"2017","journal-title":"J Clin Res Pediatr Endocrinol"},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.2337\/dc13-0446"},{"key":"e_1_2_9_15_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1002634"},{"key":"e_1_2_9_16_1","doi-asserted-by":"publisher","DOI":"10.1080\/03014460.2018.1470670"},{"key":"e_1_2_9_17_1","doi-asserted-by":"publisher","DOI":"10.1093\/humupd\/dmx025"},{"key":"e_1_2_9_18_1","doi-asserted-by":"publisher","DOI":"10.3322\/caac.21405"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.3390\/ijms18071490"},{"key":"e_1_2_9_20_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41366-018-0048-7"},{"key":"e_1_2_9_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.brainres.2016.08.042"},{"key":"e_1_2_9_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.yhbeh.2009.03.010"},{"key":"e_1_2_9_23_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2016.05.013"},{"key":"e_1_2_9_24_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bandc.2016.04.004"},{"key":"e_1_2_9_25_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2019.102067"},{"key":"e_1_2_9_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physbeh.2016.05.016"},{"key":"e_1_2_9_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.heliyon.2015.e00058"},{"key":"e_1_2_9_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.06.082"},{"key":"e_1_2_9_29_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.23462"},{"key":"e_1_2_9_30_1","doi-asserted-by":"publisher","DOI":"10.1093\/ajcn\/nqy050"},{"key":"e_1_2_9_31_1","doi-asserted-by":"publisher","DOI":"10.1523\/JNEUROSCI.6604-10.2011"},{"key":"e_1_2_9_32_1","doi-asserted-by":"publisher","DOI":"10.1038\/srep08215"},{"key":"e_1_2_9_33_1","article-title":"Accurate neuroimaging biomarkers to predict body mass index in adolescents: a longitudinal study","author":"Park B\u2010Y","year":"2019","journal-title":"Brain Imaging Behav"},{"key":"e_1_2_9_34_1","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhx008"},{"key":"e_1_2_9_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.041"},{"key":"e_1_2_9_36_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.05.039"},{"key":"e_1_2_9_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2013.04.127"},{"key":"e_1_2_9_38_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.05.069"},{"key":"e_1_2_9_39_1","doi-asserted-by":"publisher","DOI":"10.1002\/mrm.23097"},{"key":"e_1_2_9_40_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0015710"},{"key":"e_1_2_9_41_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2003.822821"},{"key":"e_1_2_9_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.07.051"},{"key":"e_1_2_9_43_1","doi-asserted-by":"publisher","DOI":"10.1109\/72.761722"},{"key":"e_1_2_9_44_1","doi-asserted-by":"crossref","first-page":"62","DOI":"10.1186\/s12905-017-0420-0","article-title":"The reproducibility of self\u2010reported age at menarche: the Troms\u00f8 Study","volume":"17","author":"Lundblad MW","year":"2017","journal-title":"BMC Womens Health"},{"key":"e_1_2_9_45_1","doi-asserted-by":"crossref","DOI":"10.4172\/2325-9795.1000240","article-title":"Reliability of self\u2010reported weight, age at menarche and menopause, and reason for absence of menses. A cohort study","volume":"5","author":"Pokrzywniak AS","year":"2016","journal-title":"J Womens Health Issues Care"},{"key":"e_1_2_9_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2014.01.060"},{"key":"e_1_2_9_47_1","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhu239"},{"key":"e_1_2_9_48_1","doi-asserted-by":"publisher","DOI":"10.1152\/jn.00338.2011"},{"key":"e_1_2_9_49_1","volume-title":"R: A Language and Environment for Statistical Computing","author":"R Core Team","year":"2019"},{"key":"e_1_2_9_50_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10985-013-9244-x"},{"key":"e_1_2_9_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2015.01.014"},{"key":"e_1_2_9_52_1","doi-asserted-by":"publisher","DOI":"10.1038\/nature18933"},{"key":"e_1_2_9_53_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-5468\/2008\/10\/P10008"},{"key":"e_1_2_9_54_1","doi-asserted-by":"publisher","DOI":"10.3389\/neuro.11.037.2009"},{"key":"e_1_2_9_55_1","volume-title":"R: A Language and Environment for Statistical Computing","author":"R Foundation for Statistical Computing RCT","year":"2019"},{"key":"e_1_2_9_56_1","doi-asserted-by":"publisher","DOI":"10.1542\/peds.111.1.110"},{"key":"e_1_2_9_57_1","doi-asserted-by":"publisher","DOI":"10.1177\/0049124104268644"},{"key":"e_1_2_9_58_1","doi-asserted-by":"publisher","DOI":"10.1038\/pr.2016.253"},{"key":"e_1_2_9_59_1","doi-asserted-by":"publisher","DOI":"10.1127\/anthranz\/2019\/0920"},{"key":"e_1_2_9_60_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0705843104"},{"key":"e_1_2_9_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.appet.2015.03.024"},{"key":"e_1_2_9_62_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2019.07.008"},{"key":"e_1_2_9_63_1","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhs124"},{"key":"e_1_2_9_64_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.physbeh.2012.04.011"},{"key":"e_1_2_9_65_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.pneurobio.2012.10.002"},{"key":"e_1_2_9_66_1","doi-asserted-by":"crossref","first-page":"7909684","DOI":"10.1155\/2018\/7909684","article-title":"How visual body perception influences somatosensory plasticity","volume":"2018","author":"Kuehn E","year":"2018","journal-title":"Neural Plast"},{"key":"e_1_2_9_67_1","doi-asserted-by":"publisher","DOI":"10.1097\/00001756-200207020-00016"},{"key":"e_1_2_9_68_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnbeh.2014.00270"},{"key":"e_1_2_9_69_1","first-page":"323","article-title":"Is puberty a risk factor for eating disorders?","volume":"146","author":"Killen JD","year":"1992","journal-title":"Am J Dis Child"},{"key":"e_1_2_9_70_1","first-page":"326","article-title":"Associations between socio\u2010demographic characteristics and pubertal status with disordered eating among primary school children in Selangor, Malaysia","volume":"26","author":"Chong LS","year":"2017","journal-title":"Asia Pac J Clin Nutr"},{"key":"e_1_2_9_71_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.yhbeh.2007.06.005"},{"key":"e_1_2_9_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/S1054-139X(01)00195-1"},{"key":"e_1_2_9_73_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adolescence.2016.10.011"},{"key":"e_1_2_9_74_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2008.01.001"},{"key":"e_1_2_9_75_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.21268"},{"key":"e_1_2_9_76_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.nicl.2016.07.005"},{"key":"e_1_2_9_77_1","doi-asserted-by":"crossref","first-page":"2624","DOI":"10.1093\/cercor\/bhy130","article-title":"Functional fractionation of the Cingulo\u2010opercular network: alerting insula and updating cingulate","volume":"29","author":"Han SW","year":"2019","journal-title":"Cereb Cortex"},{"key":"e_1_2_9_78_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2018.07.017"},{"key":"e_1_2_9_79_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neurobiolaging.2018.09.014"},{"key":"e_1_2_9_80_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neuroimage.2018.09.058"},{"key":"e_1_2_9_81_1","first-page":"80","article-title":"Differential development of the ventral visual cortex extends through adolescence","volume":"3","author":"Golarai G","year":"2010","journal-title":"Front Hum Neurosci"},{"key":"e_1_2_9_82_1","doi-asserted-by":"publisher","DOI":"10.1146\/annurev-neuro-071013-014030"},{"key":"e_1_2_9_83_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41583-019-0212-7"},{"key":"e_1_2_9_84_1","doi-asserted-by":"publisher","DOI":"10.1038\/oby.2011.119"},{"key":"e_1_2_9_85_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0010-9452(08)70415-5"},{"key":"e_1_2_9_86_1","doi-asserted-by":"publisher","DOI":"10.1093\/cercor\/bhn021"},{"issue":"8","key":"e_1_2_9_87_1","first-page":"S1","article-title":"Childhood predictors of adult obesity: a systematic review","volume":"23","author":"Parsons TJ","year":"1999","journal-title":"Int J Obes Relat Metab Disord"},{"key":"e_1_2_9_88_1","article-title":"Alterations in ventral attention network connectivity in individuals with prediabetes","author":"Sadler JR","year":"2019","journal-title":"Nutr Neurosci"},{"key":"e_1_2_9_89_1","doi-asserted-by":"publisher","DOI":"10.1002\/oby.21713"},{"key":"e_1_2_9_90_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.orcp.2014.05.001"},{"key":"e_1_2_9_91_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2019.08.021"},{"key":"e_1_2_9_92_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pmed.1002641"},{"key":"e_1_2_9_93_1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1718206115"},{"key":"e_1_2_9_94_1","doi-asserted-by":"publisher","DOI":"10.1375\/136905203770326367"},{"key":"e_1_2_9_95_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.metabol.2018.10.007"},{"key":"e_1_2_9_96_1","doi-asserted-by":"publisher","DOI":"10.1038\/oby.2008.240"},{"key":"e_1_2_9_97_1","doi-asserted-by":"publisher","DOI":"10.1001\/jamapediatrics.2018.1508"},{"key":"e_1_2_9_98_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopsych.2018.09.010"},{"key":"e_1_2_9_99_1","first-page":"R1365","article-title":"Dysregulation of arcuate nucleus preproneuropeptide Y mRNA in diet\u2010induced obese rats","volume":"272","author":"Levin BE","year":"1997","journal-title":"Am J Physiol"},{"key":"e_1_2_9_100_1","doi-asserted-by":"publisher","DOI":"10.1002\/hbm.24377"},{"key":"e_1_2_9_101_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.neubiorev.2005.04.016"},{"key":"e_1_2_9_102_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dcn.2018.03.005"},{"key":"e_1_2_9_103_1","doi-asserted-by":"publisher","DOI":"10.1136\/jech.2005.043182"},{"key":"e_1_2_9_104_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11113-017-9441-5"}],"container-title":["Journal of Neuroendocrinology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.wiley.com\/onlinelibrary\/tdm\/v1\/articles\/10.1111%2Fjne.12891","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/jne.12891","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/full-xml\/10.1111\/jne.12891","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/jne.12891","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,3]],"date-time":"2023-09-03T07:21:24Z","timestamp":1693725684000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1111\/jne.12891"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,9,16]]},"references-count":103,"journal-issue":{"issue":"12","published-print":{"date-parts":[[2020,12]]}},"alternative-id":["10.1111\/jne.12891"],"URL":"https:\/\/doi.org\/10.1111\/jne.12891","archive":["Portico"],"relation":{},"ISSN":["0953-8194","1365-2826"],"issn-type":[{"value":"0953-8194","type":"print"},{"value":"1365-2826","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,9,16]]},"assertion":[{"value":"2019-09-26","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-07-08","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2020-09-16","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e12891"}}