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Your Environment. Your Health.

PACE Projects

Pregnancy And Childhood Epigenetics (PACE)

The first PACE project was a meta-analysis of maternal smoking in relation to methylation in newborns and children using the Illumina 450K platform. Cohort-specific results were generated by each group and meta-analyzed by Bonnie Joubert, Ph.D., who began this work as a research fellow in the NIEHS Epidemiology Branch. She now serves as a program director in the NIEHS Extramural Research and Training Division’s Population Health Branch.

We identified more than 6,000 differentially methylated CpG sites in newborns in relation to maternal smoking during pregnancy. Out of this total, nearly 3,000 CpGs, which corresponded to 2,017 genes, were not previously associated with smoking and methylation in either newborns or adults. Some of these genes have been implicated in genetic studies of orofacial clefts, asthma, and lung and colorectal cancer. Notably, many of these signals persist into childhood. The following cohorts participated in this first PACE meta-analysis, which is now in press (Joubert et al., 2016):

After the smoking project began, a number of additional cohorts joined PACE and are listed in a recent publication.

The next PACE publication examined exposure to traffic related air pollution, using NO2 exposure estimated at the residential address, in relation to newborn methylation. Novel associations were identified in three genes related to mitochondrial function. One of these methylation signals could still be seen at age eight years.

A subsequent PACE publication examined maternal body mass index at the start of pregnancy in relation to DNA methylation in 9,340 newborns from 19 cohorts.   After adjustment for cell type there were 86 sites (CpGs) significantly differentially methylated in newborns. In adolescents (four additional cohorts, 1,817 children), at 72 of these 86 sites there was evidence for persistence of these signals related to maternal body mass index at the start of pregnancy.

A PACE project examined maternal alcohol intake in relation to newborn methylation in 3,075 mother-child pairs, including 1,147 mothers who consumed alcohol both before and throughout pregnancy and 1,928 mothers who consumed alcohol before pregnancy and during the first trimester but not during the second and/or third trimester. The amount of alcohol intake during pregnancy was typically low. No CpGs were significantly differentially methylated in newborns in relation to exposure. This paper is in press at Epigenomics. A preprint is available.

With respect to childhood outcomes, ongoing PACE projects examine respiratory and allergic conditions, ear infections, and anthropometry. Pregnancy outcomes under study include gestational hypertension and preeclampsia. PACE scientists are also working together to examine several methodological issues involved in the analysis of the methylation data.

So far, PACE analyses have been self-funded by each cohort with consortium investigators donating their time. London, with funding from the NIEHS intramural program, has furnished the administrative support for organizing the twice-monthly conference calls and 3 in-person meetings that have been held at the campuses of NIEHS and the U.S. Environmental Protection Agency in Research Triangle Park, North Carolina.