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448 protocols using infinium humanmethylation450 beadchip

1

Genome-wide DNA Methylation Profiling

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DNA methylation profiles for ALSPAC children were generated using the Illumina Infinium HumanMethylation450 BeadChip as part of the Accessible Resource for Integrated Epigenomic Studies (ARIES)
29 (link). DNA was bisulphite-converted using the Zymo EZ DNA Methylation
TM kit (Zymo, Irvine, CA). Infinium HumanMethylation450 BeadChips (Illumina, Inc.) and used to measure genome-wide DNA methylation levels at over 485,000 CpG sites. The arrays were scanned using an Illumina iScan, with initial quality review using
GenomeStudio (version 2011.1). This assay detects methylation of cytosine at CpG islands using one probe to detect the methylated and one to detect the unmethylated loci. Single-base extension of the probes incorporated a labelled chain-terminating ddNTP, which was then stained with a fluorescence reagent. The ratio of fluorescent signals from the methylated site versus the unmethylated site determines the level of methylation at the locus.
Quality control and normalization of the profiles was performed using the
meffil R package (version 1.1.0) as previously described
30 (link). The level of methylation is expressed as a percentage (β-value) ranging from 0 (no cytosine methylation) to 1 (complete cytosine methylation). Finally, to reduce influence of outliers in statistical models, normalized β-values were 90%-Winsorized.
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2

Genome-wide DNA methylation analysis

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Extraction of genomic DNA from blood was performed using the AllPrep DNA/RNA/protein kit (QIAGEN, Hilden, Germany). Sodium bisulphite conversion for Infinium HumanMethylation450 beadchip was performed using the EZ-DNA methylation-gold kit and the EZ-96 DNA methylation kit, respectively, and genome-wide DNA methylation was analyzed using the Infinium HumanMethylation450 beadchip (Illumina, San Diego, CA) following the manufacturer’s instructions. Arrays were scanned by HiScan (Illumina).
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3

Methylation Profile for Pancreatic Cancer

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The methylation data for the training dataset was obtained from the TGCA database (accessed on 5th June 2018; cancer.gov/tcga), which were based on the Illumina Infinium Human Methylation 450 BeadChip platform. There were a total of 184 samples, 168 of which included prognostic information [mean age, 64.89±11.24 years (range: 40–88); male: female, 94/75; average overall survival time, 17.09±15.22 months; death: survival, 88/80]. The methylation data for the validation training set was obtained from the European Bioinformatics Institute ArrayExpress database (ebi.ac.uk/arrayexpress/), specifically the E-MTAB-5008 and E-MTAB-5571 datasets. The E-MTAB-5008 dataset consisted of 29 PAAD samples with prognostic information and the E-MTAB-5571 dataset consisted of 24 PAAD samples which prognostic information. Both of these datasets were sequenced on the platform of Illumina Infinium Human Methylation 450 BeadChip.
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4

DNA Extraction and DNA Methylation Analysis

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Extraction of genomic DNA from PBMCs was performed using the AllPrep DNA/RNA/protein kit (QIAGEN, Hilden, Germany). Sodium bisulphite conversion for Infinium HumanMethylation450 BeadChip was performed using the EZ-DNA Methylation-Gold Kit and the EZ-96 DNA Methylation Kit respectively Genome-wide DNA methylation was analyzed using the Infinium HumanMethylation450 BeadChip (Illumina, San Diego, CA) following manufacturer's instructions. Arrays were scanned by HiScan (Illumina). GenomeStudio (Illumina) was used to perform background subtraction.
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DNA Methylation Analysis of Immune Checkpoint Genes

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TCGA methylation data were generated using the Infinium HumanMethylation450 BeadChip (Illumina, Inc., San Diego, CA, USA). Relative DNA methylation levels were calculated as previously described for each locus (Meller et al., 2016 (link)). In brief, HumanMethylation450 data of level 2 including background-corrected methylated (Intensity_M) and unmethylated (Intensity_U) summary intensities (beads cg15837913, cg02823866, cg14305799, cg13474877, cg19724470 [PD-L1]; cg07211259 [PD-L2]; cg20805133, cg00795812, cg27051683, cg17322655, cg03889044 [PD-1]; cg05074138 and cg08460026 [CTLA4]) were downloaded and extracted by the R package ‘methylumi’. Methylation values for each bead were calculated with the formula: methylation [%] = 100% × Intensity_M / (Intensity_M + Intensity_U). Results from all beads from one gene were mean averaged. The genomic organization of the genes and the target regions of the analyzed beads are shown in Fig. 1.

Genomic location and organization of CD274 (PD-L1) and PDCD1LG2 (PD-L2) on chromosome 9, PDCD1 (PD-1) on chromosome 2, and CTLA4 on chromosome 2. Analyzed cg-beads from the Illumina Infinium HumanMethylation450 BeadChip are illustrated. Figure information is based on the Genome Reference Consortium Human Build 38 patch release 7 (GRCh38.p7) illustrated by http://www.ensembl.org.

Fig. 1
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6

DNA Methylation Profiling Protocols

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From the YFS, genome-wide DNA methylation levels were obtained using the Illumina Infinium MethylationEPIC BeadChip or the Illumina Infinium HumanMethylation450 BeadChip, following the protocol by Illumina. DNA methylation profiling was successful for 312 individuals from the 1986 follow-up and for 1,714 from the 2011 follow-up, with 309 samples overlapping. From the KORA cohort, DNA methylation profiling was successful for 1,727 individuals of the F4 study and for 1,888 of the FF4 study, with 988 individuals overlapping. Methylation was assessed with the Illumina Infinium HumanMethylation450 BeadChip for F4 [56 (link), 57 (link)] and with the Illumina Infinium MethylationEPIC BeadChip array for FF4. The epigenetic status of the 6 iPSC lines from d0 (iPSCs) and d19 (hepatocytes) and of 12 samples from the YFS cohort was assed using Agena’s Epityper method and the MassArray Analyzer Compact Maldi-TOF-instrument.
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7

Genome-wide DNA Methylation Analysis in Malignant Pleural Mesothelioma

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Whole-genome DNA methylation was analyzed for 62 MPM and 6 samples of normal pleura using the Illumina Infinium HumanMethylation450 Beadchip. Integragen SA (Evry, France) carried out experiments following the manufacturer’s instructions. Illumina GenomeStudio software was used to extract the beta-value DNA methylation score for each locus. We removed data from probes that contained SNPs or that overlapped with either a repetitive element or regions of insertion and deletion in the human genome. InfiniumPurify R package43 (link),44 (link) was used to obtain a matrix of purified beta-values.
The CpG Island Methylator Phenotype (CIMP) index was determined using methylation Illumina Infinium HumanMethylation450 Beadchip based on previous work45 (link). In brief, all CpGs in CpG islands found to be unmethylated (<30% Beta-value) in the 6 pleural samples from our series were selected. The CIMP index was calculated independently for each sample as the proportion of methylated (>30% Beta-value) CpGs among the selected normally unmethylated islands CpGs.
Methylation data are available through ArrayExpress (http://www.ebi.ac.uk/arrayexpress) under accession E-MTAB-6884.
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8

Genome-wide DNA Methylation Analysis

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Genome-wide DNA methylation analysis was performed by using Infinium HumanMethylation450 BeadChip (Illumina) as previously described12 . Briefly, bisulphite conversion was performed by using the Zymo EZ DNA Methylation Kit (Zymo Research, Irvine, CA, USA) with 500 ng of genomic DNA for each sample. Whole genome amplification, labelling, hybridisation, and scanning were performed according to the manufacturer’s protocols. Overlapping probes of histone modification changed regions were extracted with Bedtools. The Infinium HumanMethylation450 BeadChip (Illumina) contains approximately 485,000 individual CpG sites, covering 99% of RefSeq genes with an average of 17 CpG sites per gene. In each CpG site, the ratio of the fluorescent signal, so-called β value, was measured by a methylated probe relative to the sum of both methylated and unmethylated probe. The β values range from 0.00 to 1.00 and reflect the methylation level of each CpG site, from low to high.
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9

DNA Methylation Profiling Using Infinium HumanMethylation450

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DNA was isolated using a DNeasy Blood & Tissue Kit (Qiagen, Hilden, Germany, Cat No. 69504), the DNA samples were quantified, and their quality was examined. The DNA samples from each group were mixed together for further detection. An Infinium® HumanMethylation450 BeadChip (Illumina Inc, San Diego, CA, USA) was used for the transformation, amplification and labeling hybridization experiments. The procedures were conducted according to the Illumina Infinium® HumanMethylation450 BeadChip operating manual. Then, bioinformatics analyses were performed followed the flowchart as shown in Figure 7.
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10

Genome-wide DNA Methylation Analysis

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500 ng of DNA from each sample was bisulfite converted using the EZ DNA Methylation™ Kit (Zymo Research, USA) as previously described [6 (link)]. DNA methylation was evaluated by hybridizing bisulfite-converted DNA to the Infinium HumanMethylation450 BeadChips (Illumina, USA) according to manufacturer’s directions. The Infinium array interrogates over 485,000 methylation sites across the human genome, covering 96 % of CpG islands, shores and flanking regions as well as 99 % of RefSeq genes with an average of 17 CpG sites per gene region. The array covers the promoter, 5′-untranslated region, first exon, gene body, and 3′-untranslated region of each gene. Array hybridization of the bisulfite-converted DNA was performed at the University of Michigan DNA Sequencing Core.
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