Ns126:Calendar/NOTES/2016-1-5
Jump to navigation
Jump to search
Collection RRBS Dataset From Richard Myers, HAIB (Encode Project)
Data Description
- RRBS Protocol: File:Myers Lab RRBS Protocol 6-18-2010.pdf
- RRBS Analysis Protocol: File:RRBS Guide-Baraham.pdf
- Normal tissues from RRBS data were downloaded from the ENCODE USCS genome browser [1]. Raw sequence data from 16 tissues were collected (Supplementary Table). Sequences were mapped to the bisulfite-converted human genome (NCBI hg19) using Bismark [2], after trimming the first three nucleotides, using the following parameters: --bowtie2 --phred64-quals --fastq -L 20 -N 1.
- 1.RRBS and ENCODE, http://hgdownload.cse.ucsc.edu/goldenPath/hg19/encodeDCC/wgEncodeHaibMethylRrbs/.
- 2.Krueger, F. and S.R. Andrews, Bismark: a flexible aligner and methylation caller for Bisulfite-Seq applications. Bioinformatics, 2011. 27(11): p. 1571-2.
- Main important tissues were selected and merge to prediction model
ENCFF000LWX | RRBS | uterus | adult | female | 44 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LXB | RRBS | uterus | adult | female | 44 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVO | RRBS | lung | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVR | RRBS | lung | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVA | RRBS | kidney | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVB | RRBS | kidney | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LUT | RRBS | breast | adult | female | 21 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LUV | RRBS | breast | adult | female | 21 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LUQ | RRBS | brain | adult | male | 66 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LUU | RRBS | brain | adult | male | 66 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LWS | RRBS | stomach | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LWW | RRBS | stomach | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVU | RRBS | pancreas | adult | male | 71 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVW | RRBS | pancreas | adult | male | 71 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LWO | RRBS | zone of skin | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LWP | RRBS | zone of skin | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVI | RRBS | mononuclear cell | adult | unknown | 54 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVK | RRBS | mononuclear cell | adult | unknown | 54 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVJ | RRBS | liver | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
ENCFF000LVN | RRBS | liver | adult | female | 83 year | 36bp | Illumina Genome Analyzer IIx |
Fastq Download
- Fastq donwload address: File:Haib.download.files.txt
- Sample Information:excel
xargs -n 1 curl -O -L < haib.download.files.txt
Check Phred Score
perl ~/bin/checkphred.pl *fastq
Fastq Quality Control
- trim_galore can used gz compressed fastq file as the input (so as the bismark)
# trim_galore --phred64 --fastqc --illumina --non_directional --rrbs *.fastq trim_galore --phred64 --fastqc --illumina --rrbs *.fastq
Fastq Alignment
- bismark can used gz compressed fastq file as the input (so as the trim_galore)
bismark --bowtie2 --phred64-quals --fastq -L 30 -N 1 /home/shg047/db/aligndb/hg19/bismark -1 ENCFF000MLM_trimmed.fq -o ../bam
Methylation haploinfo
bismark_methylation_extractor \ --single-end \ --bedGraph \ --buffer_size 2G \ --remove_spaces \ --zero_based \ --merge_non_CpG \ --comprehensive \ --output ../methyfreq \ ENCFF000MLM_trimmed.fq_bismark_bt2.bam
bismark_methylation_extractor --single-end --bedGraph --buffer_size 2G --remove_spaces --zero_based --merge_non_CpG --comprehensive --output ../methyfreq ENCFF000MLM_trimmed.fq_bismark_bt2.bam
Methylfreq Data Output
- Bismark Run Perl Beginning Script
#/usr/bin/perl use strict; use Cwd; my $dir=getcwd; chdir $dir; my @file=glob("*.fastq"); foreach my $file(@file){ open OUT,">$file.bismark.sh"; print OUT "cd $dir\n"; chomp(my $phredcheck=`perl /home/shg047/bin/checkphred.pl $file`); my ($phred)=split /\s+/,$phredcheck; my $phred="--phred$phred"; print OUT "trim_galore $phred --fastqc --illumina --non_directional --rrbs $file\n"; print OUT "bismark --bowtie2 --phred64-quals --fastq -L 30 -N 1 /home/shg047/db/aligndb/hg19/bismark -1 $file\_qual_trimmed.fastq -o ../bam\n"; print OUT "bismark_methylation_extractor --single-end --bedGraph --buffer_size 2G --remove_spaces --zero_based --merge_non_CpG --comprehensive -- output ../me }
- Bismark Alignment Information Collection Script
- Mapping efficency: File:BismarkAlignment.txt
Methylation Haplotype Load Matrix
- methylation haplotype load for Haib data were save in TSCC
/home/shg047/oasis/Haib/haploinfo/methHapLoad.matrix.txt
Evaluation of the data quality
- cluster analysis