TY - JOUR
T1 - Maternal plasma metabolic markers of neonatal adiposity and associated maternal characteristics
T2 - The GUSTO study
AU - Chia, Ai Ru
AU - de Seymour, Jamie V.
AU - Wong, Gerard
AU - Sulek, Karolina
AU - Han, Ting Li
AU - McKenzie, Elizabeth J.
AU - Aris, Izzuddin M.
AU - Godfrey, Keith M.
AU - Yap, Fabian
AU - Tan, Kok Hian
AU - Shek, Lynette Pei Chi
AU - Lee, Yung Seng
AU - Kramer, Michael S.
AU - Karnani, Neerja
AU - Chong, Mary Foong Fong
AU - Baker, Philip N.
N1 - Funding Information:
L.P.-C.S. and K.M.G. have received reimbursement for speaking at conferences sponsored by companies selling nutritional products. They are part of an academic consortium that has received research funding from Abbott Nutrition, Nestle, and Danone. The other authors have no potential conflicts of interest to disclose.
Funding Information:
All authors thank the GUSTO study group, GUSTO study team, Department of Diagnostic and Interventional Imaging, KKH, Department of Diagnostic Imaging, NUH and the study participants; parents and their neonates for their valuable contribution in this study. The GUSTO study group includes Allan Sheppard, Amutha Chinnadurai, Anne Eng Neo Goh, Anne Rifkin-Graboi, Anqi Qiu, Arijit Biswas, Bee Wah Lee, Birit F.P. Broekman, Boon Long Quah, Borys Shuter, Chai Kiat Chng, Cheryl Ngo, Choon Looi Bong, Christiani Jeyakumar Henry, Cornelia Yin Ing Chee, Yam Thiam Daniel Goh, Doris Fok, Fabian Yap, George Seow Heong Yeo, Helen Chen, Hugo P S van Bever, Iliana Magiati, Inez Bik Yun Wong, Ivy Yee-Man Lau, Jeevesh Kapur, Jenny L. Richmond, Jerry Kok Yen Chan, Joanna D. Holbrook, Joshua J. Gooley, Keith M. Godfrey, Kenneth Kwek, Kok Hian Tan, Krishnamoorthy Niduvaje, Leher Singh, Lin Lin Su, Lourdes Mary Daniel, Lynette Pei-Chi Shek, Marielle V. Fortier, Mark Hanson, Mary Foong-Fong Chong, Mary Rauff, Mei Chien Chua, Michael Meaney, Mya Thway Tint, Neerja Karnani, Ngee Lek, Oon Hoe Teoh, P. C. Wong, Peter D. Gluckman, Pratibha Agarwal, Rob M. van Dam, Salome A. Rebello, Seang-Mei Saw, Shang Chee Chong, Shirong Cai, Shu-E Soh, Sok Bee Lim, Chin-Ying Stephen Hsu, Victor Samuel Rajadurai, Walter Stunkel, Wee Meng Han, Wei Wei Pang, Yap-Seng Chong, Yin Bun Cheung, Yiong Huak Chan and Yung Seng Lee. This research is supported by the Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore; and the Ministry of Business, Innovation, and Employment (MBIE), New Zealand, through the International Relationships Fund. GUSTO is financially supported under Translational Clinical Research (TCR) Flagship Programme on Developmental Pathways to Metabolic Disease (NMRC/TCR/004-NUS/2008; NMRC/TCR/012-NUHS/2014) funded by the National Research Foundation (NRF) and administered by the National Medical Research Council (NMRC), Singapore. Additional funding is provided by the Singapore Institute for Clinical Sciences, A*STAR, Singapore. K.M.G. is supported by the National Institute for Health Research through the NIHR Southampton Biomedical Research Centre and the European Union’s Erasmus+ Capacity-building ENeASEA Project and Seventh Framework Programme (FP7/2007–2013), projects EarlyNutrition and ODIN (grant numbers 289346 and 613977). Study sponsors were not involved in the design of the study, statistical analysis and results interpretation.
Publisher Copyright:
© 2020, The Author(s).
PY - 2020/12/1
Y1 - 2020/12/1
N2 - Infant adiposity may be related to later metabolic health. Maternal metabolite profiling reflects both genetic and environmental influences and allows elucidation of metabolic pathways associated with infant adiposity. In this multi-ethnic Asian cohort, we aimed to (i) identify maternal plasma metabolites associated with infant adiposity and other birth outcomes and (ii) investigate the maternal characteristics associated with those metabolites. In 940 mother-offspring pairs, we performed gas chromatography-mass spectrometry and identified 134 metabolites in maternal fasting plasma at 26–28 weeks of gestation. At birth, neonatal triceps and subscapular skinfold thicknesses were measured by trained research personnel, while weight and length measures were abstracted from delivery records. Gestational age was estimated from first-trimester dating ultrasound. Associations were assessed by multivariable linear regression, with p-values corrected using the Benjamini-Hochberg approach. At a false discovery rate of 5%, we observed associations between 28 metabolites and neonatal sum of skinfold thicknesses (13 amino acid-related, 4 non-esterified fatty acids, 6 xenobiotics, and 5 unknown compounds). Few associations were observed with gestational duration, birth weight, or birth length. Maternal ethnicity, pre-pregnancy BMI, and diet quality during pregnancy had the strongest associations with the specific metabolome related to infant adiposity. Further studies are warranted to replicate our findings and to understand the underlying mechanisms.
AB - Infant adiposity may be related to later metabolic health. Maternal metabolite profiling reflects both genetic and environmental influences and allows elucidation of metabolic pathways associated with infant adiposity. In this multi-ethnic Asian cohort, we aimed to (i) identify maternal plasma metabolites associated with infant adiposity and other birth outcomes and (ii) investigate the maternal characteristics associated with those metabolites. In 940 mother-offspring pairs, we performed gas chromatography-mass spectrometry and identified 134 metabolites in maternal fasting plasma at 26–28 weeks of gestation. At birth, neonatal triceps and subscapular skinfold thicknesses were measured by trained research personnel, while weight and length measures were abstracted from delivery records. Gestational age was estimated from first-trimester dating ultrasound. Associations were assessed by multivariable linear regression, with p-values corrected using the Benjamini-Hochberg approach. At a false discovery rate of 5%, we observed associations between 28 metabolites and neonatal sum of skinfold thicknesses (13 amino acid-related, 4 non-esterified fatty acids, 6 xenobiotics, and 5 unknown compounds). Few associations were observed with gestational duration, birth weight, or birth length. Maternal ethnicity, pre-pregnancy BMI, and diet quality during pregnancy had the strongest associations with the specific metabolome related to infant adiposity. Further studies are warranted to replicate our findings and to understand the underlying mechanisms.
UR - http://www.scopus.com/inward/record.url?scp=85086342713&partnerID=8YFLogxK
U2 - 10.1038/s41598-020-66026-5
DO - 10.1038/s41598-020-66026-5
M3 - Journal article
C2 - 32523012
AN - SCOPUS:85086342713
SN - 2045-2322
VL - 10
JO - Scientific Reports
JF - Scientific Reports
IS - 1
M1 - 9422
ER -