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Research Paper

No genome-wide DNA methylation changes found associated with medium-term reduced graphene oxide exposure in human lung epithelial cells

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Pages 283-293 | Received 15 May 2019, Accepted 06 Sep 2019, Published online: 18 Sep 2019

Figures & data

Figure 1. (a) XRD pattern for the rGO; intensity is expressed in arbitrary units (a.u.). (b) Representative SEM images (upper panels) and TEM images (lower panels) of the rGO. (c) High-resolution XPS spectra; intensity is expressed in arbitrary units (a.u.), binding energy (B.E.) is measured in electronvolts (eV). (d) Nitrogen adsorption/desorption isotherm of rGO; P/P0 is the relative pressure.

Figure 1. (a) XRD pattern for the rGO; intensity is expressed in arbitrary units (a.u.). (b) Representative SEM images (upper panels) and TEM images (lower panels) of the rGO. (c) High-resolution XPS spectra; intensity is expressed in arbitrary units (a.u.), binding energy (B.E.) is measured in electronvolts (eV). (d) Nitrogen adsorption/desorption isotherm of rGO; P/P0 is the relative pressure.

Figure 2. (a) Density plot showing DNA methylation β-values from all of the CpG sites analysed by the Illumina MethylationEPIC platform in the BEAS-2B control cells. Highlighted from the density plot are two treemap plots indicating the semantic summaries of gene ontologies found for those genes containing either low- or high-methylation CpG sites. (b) Violin plots indicating the DNA methylation β-value distribution of CpGs mapped to CpG Island-related regions (upper panel) or gene-related regions (lower panel). The median values of the distributions are highlighted by a black dot. (N_Shelf: north shelf, N_Shore: north shore, Island: CpG Island, S_Shelf: south shelf, S_Shore: south shore; TSS1500, TSS200: 1500 or 200 bp from transcription start site, nogene: intergenic).

Figure 2. (a) Density plot showing DNA methylation β-values from all of the CpG sites analysed by the Illumina MethylationEPIC platform in the BEAS-2B control cells. Highlighted from the density plot are two treemap plots indicating the semantic summaries of gene ontologies found for those genes containing either low- or high-methylation CpG sites. (b) Violin plots indicating the DNA methylation β-value distribution of CpGs mapped to CpG Island-related regions (upper panel) or gene-related regions (lower panel). The median values of the distributions are highlighted by a black dot. (N_Shelf: north shelf, N_Shore: north shore, Island: CpG Island, S_Shelf: south shelf, S_Shore: south shore; TSS1500, TSS200: 1500 or 200 bp from transcription start site, nogene: intergenic).

Figure 3. (a) Experimental set-up of the rGO exposure experiments and collapsing of the replicates. (b) Left panel: heatmap depicting Spearman correlation values for the correlation between the profiled β-values of the CpG sites of the different collapsed experimental conditions. Right panel: density scatter plot showing an example of the correlation between the β-values of the CpG sites of the rGO 15-day 1 μg/mL condition and the 15-day control condition. The colour indicates the density of the points, from low (blue) to high (yellow).

Figure 3. (a) Experimental set-up of the rGO exposure experiments and collapsing of the replicates. (b) Left panel: heatmap depicting Spearman correlation values for the correlation between the profiled β-values of the CpG sites of the different collapsed experimental conditions. Right panel: density scatter plot showing an example of the correlation between the β-values of the CpG sites of the rGO 15-day 1 μg/mL condition and the 15-day control condition. The colour indicates the density of the points, from low (blue) to high (yellow).

Figure 4. Line/point plots describing the DNA methylation values of different repeat elements measured by bisulphite pyrosequencing. For each experimental condition, the 2 technical replicates (‘a’ and ‘b’) are plotted as independent lines. For each DNA repeat region, a different number of CpGs were analysed. Values for the 15-day treatments at 0, 1 and 10 μg/mL concentrations and 30-day treatments at 0, 1 and 10 μg/mL concentrations are separated in 2 different plots.

Figure 4. Line/point plots describing the DNA methylation values of different repeat elements measured by bisulphite pyrosequencing. For each experimental condition, the 2 technical replicates (‘a’ and ‘b’) are plotted as independent lines. For each DNA repeat region, a different number of CpGs were analysed. Values for the 15-day treatments at 0, 1 and 10 μg/mL concentrations and 30-day treatments at 0, 1 and 10 μg/mL concentrations are separated in 2 different plots.
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Availability of data and materials

The raw IDAT and preprocessed data generated in this study by Illumina Infinium MethylationEPIC BeadChip technology are available in the ArrayExpress public repository under accession E-MTAB-7719.

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