1. Maternal haemoglobin levels in pregnancy and child DNA methylation: a study in the pregnancy and childhood epigenetics consortium
- Author
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Mariona Bustamante, Sebastian Rauschert, Anette-G. Ziegler, Isabella Annesi-Maesano, Guadalupe Estrada Gutierrez, Nour Baïz, Marjo-Riitta Järvelin, Debbie A Lawlor, Marja Vääräsmäki, Justiina Ronkainen, Sandra Hummel, Giancarlo Pesce, Marta Vives-Usano, Elisabeth B. Binder, Doretta Caramaschi, Tuomas Kvist, Estelle Lowry, Phillip E. Melton, Allan C. Just, Eero Kajantie, Sylvain Sebert, Munawar Hussain Soomro, Nadine Hummel, Sanna Mustaniemi, Elina Keikkala, Janine F. Felix, Anni Heiskala, Florianne O.L. Vehmeijer, Allison Kupsco, Rae-Chi Huang, Jonathan A Heiss, Mònica Guxens, Darina Czamara, Katri Räikkönen, Martine Vrijheid, Stephanie J. London, Jari Lahti, Pediatrics, Child and Adolescent Psychiatry / Psychology, Department of Psychology and Logopedics, Developmental Psychology Research Group, University of Helsinki, HUS Children and Adolescents, Lastentautien yksikkö, Clinicum, Children's Hospital, and Faculty of Medicine
- Subjects
Epigenomics ,0301 basic medicine ,Cancer Research ,Physiology ,HYPOXIA ,Haemoglobin levels ,0601 Biochemistry and Cell Biology ,Epigenesis, Genetic ,Epigenome ,Hemoglobins ,0302 clinical medicine ,DESIGN ,3123 Gynaecology and paediatrics ,Pregnancy ,Child ,health care economics and organizations ,Genetics & Heredity ,DNA methylation ,ASSOCIATION ,Methylation ,Fetal Blood ,3. Good health ,1101 Medical Biochemistry and Metabolomics ,Child, Preschool ,030220 oncology & carcinogenesis ,Cord blood ,Female ,pregnancy ,Life Sciences & Biomedicine ,Research Article ,Research Paper ,Biochemistry & Molecular Biology ,Adolescent ,BIRTH ,Dna Methylation ,Maternal Haemoglobin ,Developmental Programming ,Offspring ,education ,Biology ,Maternal haemoglobin ,03 medical and health sciences ,SDG 3 - Good Health and Well-being ,developmental programming ,medicine ,Humans ,Epigenetics ,Molecular Biology ,0604 Genetics ,Fetus ,Science & Technology ,Infant, Newborn ,medicine.disease ,030104 developmental biology ,DISCOVERY ,Developmental Biology - Abstract
Altered maternal haemoglobin levels during pregnancy are associated with pre-clinical and clinical conditions affecting the fetus. Evidence from animal models suggests that these associations may be partially explained by differential DNA methylation in the newborn with possible long-term consequences. To test this in humans, we meta-analyzed the epigenome-wide associations of maternal haemoglobin levels during pregnancy with offspring DNA methylation in 3,967 newborn cord blood and 1,534 children and 1,962 adolescent whole-blood samples derived from 10 cohorts. DNA methylation was measured using Illumina Infinium Methylation 450K or MethylationEPIC arrays covering 450,000 and 850,000 methylation sites, respectively. There was no statistical support for the association of maternal haemoglobin levels with offspring DNA methylation either at individual methylation sites or clustered in regions. For most participants, maternal haemoglobin levels were within the normal range in the current study, whereas adverse perinatal outcomes often arise at the extremes. Thus, this study does not rule out the possibility that associations with offspring DNA methylation might be seen in studies with more extreme maternal haemoglobin levels. Study-specific funding information can be found in the Supplementary Methods. JR, AH, EL, and SS were supported by the European Union’s Horizon 2020 research and innovation program [grant numbers 633595 (DynaHEALTH) and 733206 (LifeCycle)], Academy of Finland [grant number 285547 (EGEA)] and the Biocenter Oulu. ACJ was funded by the National Institute of Environmental Health Sciences [grant number R00ES023450]. AK was supported by the National Institute of Environmental Health Sciences [grant number R01ES021357]. DCa was funded by the UK Medical Research Council [grant number MC_UU_00011/7]. EKa received funding from the Horizon2020 grant for RECAP Research on Children and Adults Born Preterm [grant number 733280], Academy of Finland [grant number 315690], Foundation for Pediatric Research, Novo Nordisk Foundation, Signe and Ane Gyllenberg Foundation and Sigrid Jusélius Foundation. EKe received funding from the Finnish Medical Association. MG was supported by Miguel Servet fellowship from the Institute of Health Carlos III [grant numbers MS13/00054, CP18/00018]. MVä received funding from the Research Funds of Oulu University Hospital, Juho Vainio Foundation and Signe and Ane Gyllenberg Foundation. RCH was supported by the National Health and Medical Research Council Fellowship Grants [grant number 1053384]. SJL was supported by the intramural research program of the National Institutes of Health, National Institute of Environmental Health Sciences. SM received funding from the University of Oulu Graduate School. SR was supported by National Health and Medical Research Council EU [grant number 1142858] and the Department of Health, Western Australia FutureHealth fund in connection with the European Union’s Horizon 2020 [grant number 733206].
- Published
- 2021
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