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7 protocols using feature extraction v9

1

Genome-wide DNA Methylation Analysis

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Methylated regions of the genome from liver genomic DNA were isolated and labeled as described in the Agilent Microarray Analysis of Methylated DNA Immunoprecipitation protocol (http://www.agilent.com/cs/library/usermanuals/public/G4170-90012_Methylation_2.3.pdf). The labeled DNAs were then hybridized onto the Agilent mouse CpG Island 2×105k microarray (Agilent G4811A). Data was obtained using an Agilent scanner at 5 μm resolution, followed by processing using the Agilent Feature Extraction (v9.5) software.
Examination of the distribution of the raw probe signals and analysis of background revealed that one of the samples was a clear outlier, so this sample and its sibling control were dropped from the analysis (mice pair #2). In addition, probes were removed from the analysis if called absent in less then four of the five remaining pairs or flagged as poor quality in any of the arrays. For the remaining samples, data was log2 transformed, and the difference between the Cy3 and Cy5 samples was determined. Differential methylation was then assessed using the limma package in Bioconductor. A list of differentially methylated promoter probes between −Zn and +Zn mice was selected on the basis of the probe being located in the promoter and a P<0.01. This list was then used for Gene Ontology Analysis using Web-Gestalt (Wang et al 2013 (link)).
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2

miRNA Microarray Analysis Protocol

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Total RNA (100 ng) was hybridized on an Agilent 8x15K human miRNA microarray, following the manufacturer’s instructions (Agilent Technologies) [30 (link)]. Scanning was carried out immediately using the Agilent G2565AA Microarray Scanner System (Agilent Technologies) and data were collected with Feature Extraction v9.5 software (Agilent Technologies). Significant miRNAs (p<0.05) were represented by a cluster using Babelomics 4.2 software (http://babelomics.bioinfo.cipf.es). The microarray is available at the Gene Expression Omnibus under accession number GSE109421.
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3

Profiling SND1-regulated Transcriptome

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RNA was extracted from indicated tumor cells under CPT (50 μM) treatment and analyzed with Agilent Whole Mouse Genome 4×44k arrays. RNA samples were labeled with Cy5 using the Agilent Low RNA Input Linear Amplification Kit and hybridized along with the Cy3-labeled Mouse Universal Reference RNA (Stratagene). Arrays were scanned with an Agilent G2565BA scanner and analyzed with the Agilent Feature Extraction v9.5 software. The Cy5/Cy3 ratios were calculated using the feature medium signal and normalized by the array median. Genes with > 2 average fold changes and Student’s t-test p values < 0.05 were included as SND1-regualated genes.
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4

Genome-wide DNA Copy Number Analysis

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The DNA was labeled according to the Agilent Technologies protocol. For each tumor sample and gender-matched pooled normal control DNA from Promega (Human Genomic DNA), 500 ng of DNA was fragmented by heating. The tumor DNA and the control DNA were enzymatically labeled using an Agilent Genomic DNA Labeling Kit PLUS (Agilent, 5188–5309). The tumor samples were labeled with ULS-Cy5 and the control DNA with ULS-Cy3, and then hybridized to 244 K Human Whole-Genome arrays (G441B) from Agilent at 65°C for 48 h in a rotating chamber at 20 rpm.
After washing, the slides were scanned with an Agilent G2505B DNA Microarray Scanner at a resolution of 5 µm, using default parameters. The acquisition of signals from the resulting scanned images and normalization were performed with Feature Extraction v9.5 software (Agilent Technologies), using default parameters. The normalized data were recentralized using a custom in-house script and then analyzed with CGH Analytics v3.4.40 software, using the ADM-2 segmentation method with a threshold setting of 6. The probes were mapped on the human genome build 36 (UCSC hg18, March 2006).
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5

Genome-wide Array CGH Analysis

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All experiments were done with genomic DNA extracted from blood samples. Array CGH for family 1, 3, and 4 was carried out using a whole genome 1 M oligonucleotide array (Agilent, Santa Clara, CA). 1 M arrays were analyzed by Feature Extraction v9.5.3.1 and CGH Analytics v3.4.40 software or Cytogenomics v2.5.8.11, respectively (Agilent, Santa Clara, CA). Family 2 was tested on Roche NimbleGen platform with use of 1.4 M oligo arrays according to standard protocols provided by the manufacturer. Analysis settings: aberration algorithm: ADM-2; threshold: 6.0; window size: 0.2 Mb; filter: 5probes, log2ratio = 0.29. The genomic profile was visualized by the SignalMap software (SignalMap v1.9.0.03, NimbleGen Systems Inc.). Data were submitted to the DECIPHER database (http://decipher.sanger.ac.uk); accession numbers: BER284939, BER284938, BER284937, and BER285016.
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6

Comparative Genomic Hybridization via Array

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Microarray-based comparative genomic hybridization (array CGH) for family 2 was carried out using a whole-genome 1-M oligonucleotide array (Agilent); 1 M arrays were analyzed by feature extraction v9.5.3.1 and CGH analytics v3.4.40 software or cytogenomics v2.5.8.11, respectively (Agilent). Analysis settings were as follows: aberration algorithm, ADM-2; threshold, 6.0; window size, 0.2 Mb; filter, 5probes; log2ratio = 0.29. The genomic profile was visualized by the SignalMap software (SignalMap v1.9.0.03, NimbleGen Systems).
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7

Profiling miRNA Transcriptome via Microarray

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Total RNAs were extracted from the TRIzol reagent-dissolved tissues using a miRVana miRNA Isolation Kit (Ambion, Austin, TX, USA) according to the manufacturer instructions, and were quantified using a NanoDrop ND-1000 spectrophotometer (NanoDrop Technologies, Wilmington, DE, USA). miRNA samples then were hybridized to Affymetrix GeneChip miRNA arrays using a FlashTag Biotin RNA labeling kit (Genisphere, Hatfield, PA, USA) according to the manufacturer instructions. The microarray message was analyzed using Feature Extraction v.9.5.3.1 (Agilent, Santa Clara, CA, USA).
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