A Co-expression Analysis of the Placental Transcriptome in Association With Maternal Pre-pregnancy BMI and Newborn Birth Weight

被引:30
作者
Cox, Bianca [1 ]
Tsamou, Maria [1 ]
Vrijens, Karen [1 ]
Neven, Kristof Y. [1 ]
Winckelmans, Ellen [1 ]
de Kok, Theo M. [2 ]
Plusquin, Michelle [1 ]
Nawrot, Tim S. [1 ,3 ]
机构
[1] Hasselt Univ, Ctr Environm Sci, Hasselt, Belgium
[2] Maastricht Univ, Dept Toxicogen, Maastricht, Netherlands
[3] Leuven Univ, KU Leuven, Environm & Hlth Unit, Dept Publ Hlth, Leuven, Belgium
基金
欧洲研究理事会; 比利时弗兰德研究基金会;
关键词
maternal pre-pregnancy BMI; birth weight; placenta; transcriptome; microarray; WGCNA; BLOOD-BRAIN-BARRIER; BODY-MASS INDEX; GENE-EXPRESSION; GROWTH RESTRICTION; IMMUNE-RESPONSE; OBESITY; PREGNANCY; WEBGESTALT; DISEASE; IMPACT;
D O I
10.3389/fgene.2019.00354
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Maternal body mass index (BMI) before pregnancy is known to affect both fetal growth and later-life health of the newborn, yet the implicated molecular mechanisms remain largely unknown. As the master regulator of the fetal environment, the placenta is a valuable resource for the investigation of processes involved in the developmental programming of metabolic health. We conducted a genome-wide placental transcriptome study aiming at the identification of functional pathways representing the molecular link between maternal BMI and fetal growth. We used RNA microarray (Agilent 8 x 60 K), medical records, and questionnaire data from 183 mother-newborn pairs from the ENVIRONAGE birth cohort study (Flanders, Belgium). Using a weighted gene co-expression network analysis, we identified 17 correlated gene modules. Three of these modules were associated with both maternal pre-pregnancy BMI and newborn birth weight. A gene cluster enriched for genes involved in immune response and myeloid cell differentiation was positively associated with maternal BMI and negatively with low birth weight. Two other gene modules, upregulated in association with maternal BMI as well as birth weight, were involved in processes related to organ and tissue development, with blood vessel morphogenesis and extracellular matrix structure as top Gene Ontology terms. In line with this, erythrocyte-, angiogenesis-, and extracellular matrix-related genes were among the identified hub genes. The association between maternal BMI and newborn weight was significantly mediated by gene expression for 5 of the hub genes (FZD4, COL15A1, GPR124, COL6A1, and COL1A1). As some of the identified hub genes have been linked to obesity in adults, our observation in placental tissue suggests that biological processes may be affected from prenatal life onwards, thereby identifying new molecular processes linking maternal BMI and fetal metabolic programming.
引用
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页数:13
相关论文
共 56 条
[1]   The T-box Transcription Factor Tbx2: Its Role in Development and Possible Implication in Cancer [J].
Abrahams, Amaal ;
Parker, M. Iqbal ;
Prince, Sharon .
IUBMB LIFE, 2010, 62 (02) :92-102
[2]   Gene Expression in Placentas From Nondiabetic Women Giving Birth to Large for Gestational Age Infants [J].
Ahlsson, F. ;
Akerud, H. ;
Schijven, D. ;
Olivier, J. ;
Sundstrom-Poromaa, I. .
REPRODUCTIVE SCIENCES, 2015, 22 (10) :1281-1288
[3]   Maternal Pre-Pregnancy Obesity Is Associated with Altered Placental Transcriptome [J].
Altmae, Signe ;
Segura, Maria Teresa ;
Esteban, Francisco J. ;
Bartel, Sabine ;
Brandi, Pilar ;
Irmler, Martin ;
Beckers, Johannes ;
Demmelmair, Hans ;
Lopez-Sabater, Carmen ;
Koletzko, Berthold ;
Krauss-Etschmann, Susanne ;
Campoy, Cristina .
PLOS ONE, 2017, 12 (01)
[4]  
Ashworth A, 1998, EUR J CLIN NUTR, V52, pS34
[5]   Maternal Body Mass Index and the Risk of Fetal Death, Stillbirth, and Infant Death A Systematic Review and Meta-analysis [J].
Aune, Dagfinn ;
Saugstad, Ola Didrik ;
Henriksen, Tore ;
Tonstad, Serena .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2014, 311 (15) :1536-1546
[6]   PLACENTAL ORIGINS OF CHRONIC DISEASE [J].
Burton, Graham J. ;
Fowden, Abigail L. ;
Thornburg, Kent L. .
PHYSIOLOGICAL REVIEWS, 2016, 96 (04) :1509-1565
[7]   Impact of a stepwise introduction of smoke-free legislation on the rate of preterm births: analysis of routinely collected birth data [J].
Cox, Bianca ;
Martens, Evelyne ;
Nemery, Benoit ;
Vangronsveld, Jaco ;
Nawrot, Tim S. .
BMJ-BRITISH MEDICAL JOURNAL, 2013, 346
[8]   The Human Placenta in Diabetes and Obesity: Friend or Foe? The 2017 Norbert Freinkel Award Lecture [J].
Desoye, Gernot .
DIABETES CARE, 2018, 41 (07) :1362-1369
[9]   Alpha-hemoglobin-stabilizing protein (AHSP) in hemolysis, elevated liver enzyme, and low platelet (HELLP) syndrome, intrauterine growth restriction (IUGR) and fetal death [J].
Emanuelli, Monica ;
Sartini, Davide ;
Rossi, Valentina ;
Corradetti, Alessandra ;
Landi, Beatrice ;
Vianna, Claudia Regina ;
Giannubilo, Stefano ;
Tranquilli, Andrea Luigi .
CELL STRESS & CHAPERONES, 2008, 13 (01) :67-71
[10]  
Ezzati M, 2017, LANCET, V390, P2627, DOI [10.1016/s0140-6736(17)32129-3, 10.1016/S0140-6736(17)32129-3]