Linking obesity-associated genotype to child language development: the role of early-life neurology-related proteomics and brain myelinationResearch in context
Jian Huang,
Jinyi Che,
Michelle Z.L. Kee,
Ai Peng Tan,
Evelyn C. Law,
Patricia Pelufo Silveira,
Irina Pokhvisneva,
Sachin Patel,
Keith M. Godfrey,
Lourdes Mary Daniel,
Kok Hian Tan,
Yap Seng Chong,
Shiao-Yng Chan,
Johan G. Eriksson,
Dennis Wang,
Jonathan Yinhao Huang
Affiliations
Jian Huang
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Bioinformatics Institute, Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Human Potential Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; Department of Epidemiology and Biostatistics, School of Public Health, Imperial College London, Norfolk Place, London, UK; Corresponding author. Institute for Human Development and Potential (IHDP), Brenner Centre for Molecular Medicine, 30 Medical Drive, 117609, Republic of Singapore.
Jinyi Che
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Bioinformatics Institute, Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore
Michelle Z.L. Kee
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore
Ai Peng Tan
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Department of Diagnostic Imaging, National University Hospital, Singapore, Republic of Singapore; Department of Diagnostic Radiology, Yong Loo Lin School of Medicine, NUS, Singapore, Republic of Singapore
Evelyn C. Law
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; Department of Paediatrics, Khoo Teck Puat-National University Children's Medical Institute, National University Hospital, Singapore, Republic of Singapore
Patricia Pelufo Silveira
Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; Department of Psychiatry, Faculty of Medicine and Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Centre, McGill University, Montreal, Canada
Irina Pokhvisneva
Department of Psychiatry, Faculty of Medicine and Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Centre, McGill University, Montreal, Canada
Sachin Patel
Department of Psychiatry, Faculty of Medicine and Ludmer Centre for Neuroinformatics and Mental Health, Douglas Hospital Research Centre, McGill University, Montreal, Canada
Keith M. Godfrey
MRC Lifecourse Epidemiology Centre and NIHR Southampton Biomedical Research Centre, University of Southampton & University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom
Lourdes Mary Daniel
Department of Child Development, KK Women's and Children's Hospital, Singapore, Republic of Singapore
Kok Hian Tan
Department of Maternal Fetal Medicine, KK Women's and Children's Hospital, Singapore, Republic of Singapore
Yap Seng Chong
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Republic of Singapore
Shiao-Yng Chan
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Human Potential Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Republic of Singapore
Johan G. Eriksson
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Human Potential Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; Department of Obstetrics & Gynaecology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Republic of Singapore; Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland; Folkhälsan Research Center, Helsinki, Finland
Dennis Wang
Institute for Human Development and Potential (IHDP), Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Bioinformatics Institute, Agency for Science, Technology and Research (A∗STAR), Singapore, Republic of Singapore; Human Potential Translational Research Program, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Republic of Singapore; National Heart and Lung Institute, Imperial College London, London, UK; Department of Computer Science, University of Sheffield, Sheffield, UK
Jonathan Yinhao Huang
Centre for Quantitative Medicine, Duke-NUS Medical School, Singapore, Republic of Singapore; Thompson School of Social Work & Public Health, Office of Public Health Studies, University of Hawai'i at Mānoa, Honolulu, Hawaii, USA
Summary: Background: The association between childhood obesity and language development may be confounded by socio-environmental factors and attributed to comorbid pathways. Methods: In a longitudinal Singaporean mother-offspring cohort, we leveraged trans-ancestry polygenic predictions of body mass index (BMI) to interrogate the causal effects of early-life BMI on child language development and its effects on molecular and neuroimaging measures. Leveraging large genome-wide association studies, we examined whether the link between obesity and language development is causal or due to a shared genetic basis. Findings: We found an inverse association between polygenic risk for obesity, which is less susceptible to confounding, and language ability assessed at age 9. Our findings suggested a shared genetic basis between obesity and language development rather than a causal effect of obesity on language development. Interrogating early-life mechanisms including neurology-related proteomics and language-related white matter microstructure, we found that EFNA4 and VWC2 expressions were associated with language ability as well as fractional anisotropy of language-related white matter tracts, suggesting a role in brain myelination. Additionally, the expression of the EPH-Ephrin signalling pathway in the hippocampus might contribute to language development. Polygenic risk for obesity was nominally associated with EFNA4 and VWC2 expression. However, we did not find support for mediating mechanisms via these proteins. Interpretation: This study demonstrates the potential of examining early-life proteomics in conjunction with deep genotyping and phenotyping and provides biological insights into the shared genomic links between obesity and language development. Funding: Singapore National Research Foundation and Agency for Science, Technology and Research.