Skip to main content
. 2022 Mar 10;130(3):037005. doi: 10.1289/EHP10118

Table 2.

Top CpG sites from adjusted associations of gestational PFAS concentrations with repeated measures of DNA methylation in the HOME Study (at delivery and at 12 years of age) and Project Viva (at delivery and at 7 years of age).

CpG Chr Position CpG location Gene Gene region FANTOM5 enhancers ENCODE DNAse hypersensitivity sites Discovery cohort [β (p-value)] FDR q-value Replication cohort [β (p-value)] Replicateda
PFOA
 cg25869005 14 95048198 Open sea SERPINA5 5′UTR chr14:95047965-95048250 0.101 (5.87×109) 0.003 NA
 cg03707973 12 54826237 Open sea LOC102724050 Body chr12:54826045-54826655 0.072 (3.34×108) 0.008 NA
 cg04042784 7 42884749 Open sea 0.078 (3.94×108) 0.008 NA
 cg09309282 2 236523347 Open sea AGAP1 Body chr2:236523145-236523410 0.051 (9.88×108) 0.015 NA
 cg22971191 13 103719706 Open sea SLC10A2 Promoter 0.121 (1.95×107) 0.023 0.026 (0.435)
 cg01787798 1 175474437 Open sea TNR 5′UTR chr1:175474340-175474655 0.088 (2.30×107) 0.023 0.067 (0.001)
 cg04977784 5 53972541 Open sea LOC102467080 Body chr5:53972314-53972314 chr5:53972220-53972635 0.060 (5.73×107) 0.043 NA
 cg14212748 12 53343703 Shore KRT18 Body chr12:53343445-53343855 0.068 (6.25×107) 0.043 0.010 (0.492)
 cg05195288 3 65582834 Open sea MAGI1 Body 0.073 (7.10×107) 0.043 NA
 cg21821684 15 47686828 Open sea chr15:47686685-47686890 0.104 (7.31×107) 0.043 0.034 (0.379)
 cg16415457 3 23713441 Open sea chr3:23713340-23713815 0.101 (9.57×107) 0.048 0.082 (0.007)
 cg03760072 3 133502685 Island SRPRB Promoter chr3:133502565-133503275 0.130 (9.77×107) 0.048 NA
PFOS
 cg16381104 6 99578913 Open sea chr6:99578800-99579035 0.060 (1.82×108) 0.011 NA
 cg21421331 10 100618466 Open sea HPSE2 Body chr10:100618360-100618610 0.076 (1.01×107) 0.033 NA
PFHxS
 cg02794779 13 100150711 Island 0.142 (1.18×108) 0.007 0.046 (0.106)
 cg11331322 3 42530661 Open sea VIPR1 Promoter 0.086 (6.48×108) 0.018 NA
 cg00983482 10 130083707 Open sea chr10:130082925-130083755 0.082 (1.16×107) 0.022 0.015 (0.440)
 cg26477711 12 39518309 Open sea 0.088 (2.10×107) 0.030 NA
 cg24735489 6 31088352 Open sea CDSN;PSORS1C1 Promoter;5′UTR chr6:31088120-31088430 0.087 (3.88×107) 0.042 0.019 (0.227)
 cg03639671 4 145430689 Open sea 0.085 (4.46×107) 0.042 0.039 (0.087)
 cg00457165 6 31088366 Open sea CDSN;PSORS1C1 Promoter;5′UTR chr6:31088120-31088430 0.064 (5.40×107) 0.043 NA
 cg00647458 4 139760831 Open sea 0.063 (6.57×107) 0.046 NA
PFNA
 cg25601695 16 55690178 Island SLC6A2 5′UTR;Promoter chr16:55689225-55691015 0.094 (2.87×109) 0.002 NA
 cg04509825 14 62162178 Island HIF1A 1stExon;5′UTR chr14:62161865-62162315 0.087 (3.66×108) 0.008 0.002 (0.807)
 cg01713535 14 57046409 Shore C14orf101 Promoter chr14:57046105-57047510 0.091 (4.50×108) 0.008 0.019 (0.525)
 cg11506907 11 118972568 Shore DPAGT1 5′UTR;1stExon chr11:118972040-118973615 0.096 (5.57×108) 0.008 0.005 (0.672)
 cg12967001 18 5544089 Island EPB41L3 Promoter chr18:5543880-5544455 0.084 (6.59×108) 0.008 0.004 (0.681)
 cg05792003 1 95582492 Shore TMEM56 Promoter chr1:95582305-95582570 0.091 (9.34×108) 0.009 0.002 (0.874)
 cg24620436 7 4918906 Shelf RADIL 5′UTR chr7:4918205-4919455 0.209 (1.06×107) 0.009 0.118 (0.055)
 cg09861318 3 149530987 Island RNF13 1stExon;5′UTR chr3:149530185-149531075 0.083 (1.25×107) 0.009 0.011 (0.544)
 cg26975787 12 2613778 Open sea CACNA1C Body 0.083 (4.16×106) 0.029 0.045 (0.010)
 cg24822529 5 134582880 Open sea chr5:134582625-134582950 0.098 (7.53×106) 0.033 0.062 (0.005)
 cg19497517 8 145028257 Island PLEC1 Body;TSS200 chr8:145028185-145028535 0.194 (1.01×105) 0.035 0.073 (0.027)
 cg02842197 17 5389625 Island DERL2;MIS12 TSS200;TSS1500 chr17:5389485-5389890 0.136 (2.04×105) 0.042 0.048 (0.026)

Note: All models were adjusted for child age and sex, annual household income (median income of each category), maternal race/ethnicity (non-Hispanic white, other) and smoking during pregnancy (yes, no), and cell type composition. CpG sites were annotated to a promoter region if they were assigned toTSS200 or TSS1500. Data were complete for all variables. PFAS concentrations below the LOD were replaced with the LOD divided by the square root of 2. We analyzed longitudinal associations between log2-transformed PFAS concentrations and repeated DNA methylation measures using a generalized estimating equations (GEE) approach with an identity link function, a working independence correlation matrix and normal errors. β can be interpreted as the differences in the logits of DNA methylation proportions across the two visits per 2-fold increase in gestational PFAS concentrations. Statistically significant CpG sites were defined as having an FDR q<0.05 (PFOA, PFOS, and PFHxS) or <0.01 (PFNA). —, not annotated to any known gene; 5′UTR, between the TSS and the ATG start site; 1stExon, the first exon of the gene; Chr, chromosome; CpG, cytosine–guanine dinucleotide; Body, between the ATG and stop codon; FDR, false discovery rate; HOME, Health Outcomes and Measures of the Environment; LOD, limit of detection; NA, not available in 450K microarray; PFAS, perfluoroalkyl substances; PFHxS, perfluorohexane sulfonate; PFNA, perfluorononanoate; PFOA, perfluorooctanoate; PFOS, perfluorooctane sulfonate; TSS, transcription start site; TSS200, 200 bases from TSS; TSS1500, 1,500 bases from TSS, UTR, untranslated region.

a

CpGs with a p<0.05 and the same direction of associations observed in the HOME Study were considered as successful replications.