Trans-ancestral genome-wide association study of longitudinal pubertal height growth and shared heritability with adult health outcomes

dc.contributor.authorBradfield JP
dc.contributor.authorKember RL
dc.contributor.authorUlrich A
dc.contributor.authorBalkiyarova Z
dc.contributor.authorAlyass A
dc.contributor.authorAris IM
dc.contributor.authorBell JA
dc.contributor.authorBroadaway KA
dc.contributor.authorChen Z
dc.contributor.authorChai JF
dc.contributor.authorDavies NM
dc.contributor.authorFernandez-Orth D
dc.contributor.authorBustamante M
dc.contributor.authorFore R
dc.contributor.authorGanguli A
dc.contributor.authorHeiskala A
dc.contributor.authorHottenga JJ
dc.contributor.authorÍñiguez C
dc.contributor.authorKobes S
dc.contributor.authorLeinonen J
dc.contributor.authorLowry E
dc.contributor.authorLyytikainen LP
dc.contributor.authorMahajan A
dc.contributor.authorPitkänen N
dc.contributor.authorSchnurr TM
dc.contributor.authorHave CT
dc.contributor.authorStrachan DP
dc.contributor.authorThiering E
dc.contributor.authorVogelezang S
dc.contributor.authorWade KH
dc.contributor.authorWang CA
dc.contributor.authorWong A
dc.contributor.authorHolm LA
dc.contributor.authorChesi A
dc.contributor.authorChoong C
dc.contributor.authorCruz M
dc.contributor.authorElliott P
dc.contributor.authorFranks S
dc.contributor.authorFrithioff-Bøjsøe C
dc.contributor.authorGauderman WJ
dc.contributor.authorGlessner JT
dc.contributor.authorGilsanz V
dc.contributor.authorGriesman K
dc.contributor.authorHanson RL
dc.contributor.authorKaakinen M
dc.contributor.authorKalkwarf H
dc.contributor.authorKelly A
dc.contributor.authorKindler J
dc.contributor.authorKähönen M
dc.contributor.authorLanca C
dc.contributor.authorLappe J
dc.contributor.authorLee NR
dc.contributor.authorMcCormack S
dc.contributor.authorMentch FD
dc.contributor.authorMitchell JA
dc.contributor.authorMononen N
dc.contributor.authorNiinikoski H
dc.contributor.authorOken E
dc.contributor.authorPahkala K
dc.contributor.authorSim X
dc.contributor.authorTeo YY
dc.contributor.authorBaier LJ
dc.contributor.authorvan Beijsterveldt T
dc.contributor.authorAdair LS
dc.contributor.authorBoomsma DI
dc.contributor.authorde Geus E
dc.contributor.authorGuxens M
dc.contributor.authorEriksson JG
dc.contributor.authorFelix JF
dc.contributor.authorGilliland FD
dc.contributor.authorBiobank PM
dc.contributor.authorHansen T
dc.contributor.authorHardy R
dc.contributor.authorHivert MF
dc.contributor.authorHolm JC
dc.contributor.authorJaddoe VWV
dc.contributor.authorJärvelin MR
dc.contributor.authorLehtimäki T
dc.contributor.authorMackey DA
dc.contributor.authorMeyre D
dc.contributor.authorMohlke KL
dc.contributor.authorMykkänen J
dc.contributor.authorOberfield S
dc.contributor.authorPennell CE
dc.contributor.authorPerry JRB
dc.contributor.authorRaitakari O
dc.contributor.authorRivadeneira F
dc.contributor.authorSaw SM
dc.contributor.authorSebert S
dc.contributor.authorShepherd JA
dc.contributor.authorStandl M
dc.contributor.authorSørensen TIA
dc.contributor.authorTimpson NJ
dc.contributor.authorTorrent M
dc.contributor.authorWillemsen G
dc.contributor.authorHypponen E
dc.contributor.authorPower C
dc.contributor.authorEarly Growth Genetics Consortium
dc.contributor.authorMcCarthy MI
dc.contributor.authorFreathy RM
dc.contributor.authorWidén E
dc.contributor.authorHakonarson H
dc.contributor.authorProkopenko I
dc.contributor.authorVoight BF
dc.contributor.authorZemel BS
dc.contributor.authorGrant SFA
dc.contributor.authorCousminer DL
dc.contributor.organizationfi=InFLAMES Lippulaiva|en=InFLAMES Flagship|
dc.contributor.organizationfi=biolääketieteen laitos|en=Institute of Biomedicine|
dc.contributor.organizationfi=sydäntutkimuskeskus|en=Cardiovascular Medicine (CAPC)|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organizationfi=väestötutkimuskeskus|en=Centre for Population Health Research (POP Centre)|
dc.contributor.organization-code1.2.246.10.2458963.20.35734063924
dc.contributor.organization-code1.2.246.10.2458963.20.42471027641
dc.contributor.organization-code1.2.246.10.2458963.20.68445910604
dc.contributor.organization-code1.2.246.10.2458963.20.77952289591
dc.contributor.organization-code2607008
dc.converis.publication-id387205213
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/387205213
dc.date.accessioned2025-08-27T22:56:16Z
dc.date.available2025-08-27T22:56:16Z
dc.description.abstract<p><strong>Background: </strong>Pubertal growth patterns correlate with future health outcomes. However, the genetic mechanisms mediating growth trajectories remain largely unknown. Here, we modeled longitudinal height growth with Super-Imposition by Translation And Rotation (SITAR) growth curve analysis on ~ 56,000 trans-ancestry samples with repeated height measurements from age 5 years to adulthood. We performed genetic analysis on six phenotypes representing the magnitude, timing, and intensity of the pubertal growth spurt. To investigate the lifelong impact of genetic variants associated with pubertal growth trajectories, we performed genetic correlation analyses and phenome-wide association studies in the Penn Medicine BioBank and the UK Biobank.</p><p><strong>Results: </strong>Large-scale growth modeling enables an unprecedented view of adolescent growth across contemporary and 20th-century pediatric cohorts. We identify 26 genome-wide significant loci and leverage trans-ancestry data to perform fine-mapping. Our data reveals genetic relationships between pediatric height growth and health across the life course, with different growth trajectories correlated with different outcomes. For instance, a faster tempo of pubertal growth correlates with higher bone mineral density, HOMA-IR, fasting insulin, type 2 diabetes, and lung cancer, whereas being taller at early puberty, taller across puberty, and having quicker pubertal growth were associated with higher risk for atrial fibrillation.</p><p><strong>Conclusion: </strong>We report novel genetic associations with the tempo of pubertal growth and find that genetic determinants of growth are correlated with reproductive, glycemic, respiratory, and cardiac traits in adulthood. These results aid in identifying specific growth trajectories impacting lifelong health and show that there may not be a single "optimal" pubertal growth pattern.</p>
dc.identifier.eissn1474-760X
dc.identifier.jour-issn1474-7596
dc.identifier.olddbid203073
dc.identifier.oldhandle10024/186100
dc.identifier.urihttps://www.utupub.fi/handle/11111/49070
dc.identifier.urlhttps://doi.org/10.1186/s13059-023-03136-z
dc.identifier.urnURN:NBN:fi-fe2025082785952
dc.language.isoen
dc.okm.affiliatedauthorKannisto, Niina
dc.okm.affiliatedauthorPitkänen, Niina
dc.okm.affiliatedauthorRaitakari, Olli
dc.okm.affiliatedauthorNiinikoski, Harri
dc.okm.affiliatedauthorPahkala, Katja
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline318 Medical biotechnologyen_GB
dc.okm.discipline318 Lääketieteen bioteknologiafi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisher.countryUnited Kingdomen_GB
dc.publisher.countryBritanniafi_FI
dc.publisher.country-codeGB
dc.relation.articlenumber24
dc.relation.doi10.1186/s13059-023-03136-z
dc.relation.ispartofjournalGenome Biology
dc.relation.issue1
dc.relation.volume25
dc.source.identifierhttps://www.utupub.fi/handle/10024/186100
dc.titleTrans-ancestral genome-wide association study of longitudinal pubertal height growth and shared heritability with adult health outcomes
dc.year.issued2024

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