PMID- 37831898 OWN - NLM STAT- MEDLINE DCOM- 20240214 LR - 20240214 IS - 1464-3685 (Electronic) IS - 0300-5771 (Print) IS - 0300-5771 (Linking) VI - 53 IP - 1 DP - 2024 Feb 1 TI - Partitioning genetic effects on birthweight at classical human leukocyte antigen loci into maternal and fetal components, using structural equation modelling. LID - 10.1093/ije/dyad142 [doi] LID - dyad142 AB - BACKGROUND: Single nucleotide polymorphisms in the human leukocyte antigen (HLA) region in both maternal and fetal genomes have been robustly associated with birthweight (BW) in previous genetic association studies. However, no study to date has partitioned the association between BW and classical HLA alleles into maternal and fetal components. METHODS: We used structural equation modelling (SEM) to estimate the maternal and fetal effects of classical HLA alleles on BW. Our SEM leverages the data structure of the UK Biobank (UKB), which includes approximately 270 000 participants' own BW and/or the BW of their firstborn child. RESULTS: We show via simulation that our model yields asymptotically unbiased estimates of the maternal and fetal allelic effects on BW and appropriate type I error rates, in contrast to simple regression models. Asymptotic power calculations show that we have sufficient power to detect moderate-sized maternal or fetal allelic effects of common HLA alleles on BW in the UKB. Applying our SEM to imputed classical HLA alleles and own and offspring BW from the UKB replicated the previously reported association at the HLA-C locus and revealed strong evidence for maternal (HLA-A*03:01, B*35:01, B*39:06, P <0.001) and fetal allelic effects (HLA-B*39:06, P <0.001) of non-HLA-C alleles on BW. CONCLUSIONS: Our model yields asymptotically unbiased estimates, appropriate type I error rates and appreciable power to estimate maternal and fetal effects on BW. These novel allelic associations between BW and classical HLA alleles provide insight into the immunogenetics of fetal growth in utero. CI - (c) The Author(s) 2023. Published by Oxford University Press on behalf of the International Epidemiological Association. FAU - Wang, Geng AU - Wang G AUID- ORCID: 0000-0003-2478-2919 AD - Frazer Institute, Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia. AD - Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia. FAU - Warrington, Nicole M AU - Warrington NM AD - Frazer Institute, Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia. AD - Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia. AD - Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK. AD - K.G. Jebsen Center for Genetic Epidemiology, Department of Public Health and Nursing, Norwegian University of Science and Technology, Trondheim, Norway. FAU - Evans, David M AU - Evans DM AUID- ORCID: 0000-0003-0663-4621 AD - Frazer Institute, Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia. AD - Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD, Australia. AD - Medical Research Council Integrative Epidemiology Unit, University of Bristol, Bristol, UK. LA - eng GR - University of Queensland Graduate School Scholarship (Australian Government Research Training Program Scholarship)/ GR - APP2008723/National Health and Medical Research Council (Australia) Investigator grant/ GR - APP2017942/Australian National Health and Medical Research Council Investigator grant/ GR - GNT1157714/NHMRC project grants/ PT - Journal Article PL - England TA - Int J Epidemiol JT - International journal of epidemiology JID - 7802871 RN - 0 (HLA Antigens) SB - IM MH - Child MH - Humans MH - Birth Weight/genetics MH - Latent Class Analysis MH - *HLA Antigens/genetics MH - *Family MH - Polymorphism, Single Nucleotide MH - Alleles PMC - PMC10859143 OTO - NOTNLM OT - Genetic association OT - UK Biobank OT - birthweight OT - human leukocyte antigen OT - structural equation modelling COIS- None declared. EDAT- 2023/10/13 18:43 MHDA- 2024/02/11 16:42 PMCR- 2023/10/13 CRDT- 2023/10/13 15:03 PHST- 2022/08/28 00:00 [received] PHST- 2023/10/03 00:00 [accepted] PHST- 2024/02/11 16:42 [medline] PHST- 2023/10/13 18:43 [pubmed] PHST- 2023/10/13 15:03 [entrez] PHST- 2023/10/13 00:00 [pmc-release] AID - 7311792 [pii] AID - dyad142 [pii] AID - 10.1093/ije/dyad142 [doi] PST - ppublish SO - Int J Epidemiol. 2024 Feb 1;53(1):dyad142. doi: 10.1093/ije/dyad142.