Skip to main content
. 2021 Apr 2;17(3):253–268. doi: 10.1080/15592294.2021.1897059

Table 2.

Gene ontology biological processes associated (~1,000 CpG sites ranked by minimum p-value) with single CpG sites and individual trace metals, using the covariate modela

Rank
GO ID
GO term
p-Value
q-Value
Cd        
1 GO:0007156 homophilic cell adhesion via plasma membrane adhesion molecules 1.0 × 10−7 0.002
2 GO:0050851 antigen receptor-mediated signaling pathway 3.1 × 10−5 0.17
3 GO:0032226 positive regulation of synaptic transmission, dopaminergic 2.5 × 10−4 0.86
4 GO:0005509 calcium ion binding 3.0 × 10−4 0.86
5 GO:0002376 immune system process 1.2 × 10−3 >0.9
6 GO:0008142 oxysterol binding 1.4 × 10−3 >0.9
7 GO:0022410 circadian sleep/wake cycle process 1.6 × 10−3 >0.9
8 GO:2000107 negative regulation of leukocyte apoptotic process 1.7 × 10−3 >0.9
9 GO:0004571 mannosyl-oligosaccharide 1,2-alpha-mannosidase activity 2.5 × 10−3 >0.9
10 GO:0042053 regulation of dopamine metabolic process 2.5 × 10−3 >0.9
Mn        
1 GO:0034641 cellular nitrogen compound metabolic process 1.4 × 10−6 0.002
2 GO:0022402 cell cycle process 1.5 × 10−5 0.02
3 GO:0090304 nucleic acid metabolic process 5.3 × 10−5 0.06
4 GO:0006139 nucleobase-containing compound metabolic process 5.7 × 10−5 0.06
5 GO:2001021 negative regulation of response to DNA damage stimulus 7.1 × 10−5 0.08
6 GO:0006725 cellular aromatic compound metabolic process 1.1 × 10−4 0.1
7 GO:0044237 cellular metabolic process 1.3 × 10−4 0.12
8 GO:1901360 organic cyclic compound metabolic process 1.5 × 10−4 0.12
9 GO:0046483 heterocycle metabolic process 1.5 × 10−4 0.12
10 GO:0048534 hematopoietic or lymphoid organ development 2.9 × 10−4 0.21
Pb        
1 GO:0007156 homophilic cell adhesion via plasma membrane adhesion molecules 6.2 × 10–17 1.4 × 10–12
2 GO:0007399 nervous system development 1.2 × 10−9 6.6 × 10−6
3 GO:0022610 biological adhesion 3.5 × 10−8 10.0× 10−5
4 GO:0032502 developmental process 9.6 × 10−8 2.4 × 10−4
5 GO:0005509 calcium ion binding 1.5 × 10−5 0.02
6 GO:0045165 cell fate commitment 5.6 × 10−5 0.07
7 GO:0051410 detoxification of nitrogen compound 1.6 × 10−4 0.2
8 GO:0032501 multicellular organismal process 1.8 × 10−4 0.2
9 GO:0001656 metanephros development 1.9 × 10−4 0.2
10 GO:0022010 central nervous system myelination 1.9 × 10−4 0.2
Se        
1 GO:0034062 5'-3' RNA polymerase activity 1.1 × 10−4 >0.9
2 GO:0031957 very long-chain fatty acid-CoA ligase activity 4.4 × 10−4 >0.9
3 GO:1905898 positive regulation of response to endoplasmic reticulum stress 5.2 × 10−4 >0.9
4 GO:1905214 regulation of RNA binding 6.5 × 10−4 >0.9
5 GO:0051276 chromosome organization 9.1 × 10−4 >0.9
6 GO:0001784 phosphotyrosine residue binding 1.2 × 10−3 >0.9
7 GO:0071340 skeletal muscle acetylcholine-gated channel clustering 1.3 × 10−3 >0.9
8 GO:0010836 negative regulation of protein ADP-ribosylation 1.8 × 10−3 >0.9
9 GO:0016233 telomere capping 2.1 × 10−3 >0.9
10 GO:0033044 regulation of chromosome organization 2.4 × 10−3 >0.9
Hg        
1 GO:0009887 animal organ morphogenesis 2.2 × 10−7 0.005
2 GO:0035295 tube development 2.6 × 10−6 0.03
3 GO:0009888 tissue development 4.8 × 10−6 0.04
4 GO:0009952 anterior/posterior pattern specification 1.5 × 10−5 0.07
5 GO:0001502 cartilage condensation 2.8 × 10−5 0.09
6 GO:0098743 cell aggregation 3.2 × 10−5 0.09
7 GO:0007267 cell-cell signaling 3.7 × 10−5 0.09
8 GO:0060541 respiratory system development 4.4 ×10−5 0.09
9 GO:0003401 axis elongation 6.4 × 10−5 0.11
10 GO:0007389 pattern specification process 8.2 × 10−5 0.11

aCovariate model adjusted for cell type principal components 1 and 2, maternal age, foetal sex, and hybridization date.