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Contents
Contents
QoRTs Package User Manual
Stephen Hartley
National Human Genome Research Institute
National Institutes of Health
Contents
Overview
Requirements
Recommendations
Preparations
Alignment
Sorting
Quick Start
Dataset Organization
Example data
Processing of aligned RNA-Seq data
Memory Usage
Visualization
Reading the QC data into R
Generating all default plots
Plotting by sample, lane, or group
Summary Plots
Colored by Sample
Colored by Lane/Batch
Colored by Group/Phenotype
Basic Sample Highlight
Sample Highlight, Colored by Lane
Description of Individual Plots
Phred Quality Score
GC Content
Clipping Profile
Cigar Op Profile
Cigar Length Distribution
Insert Size
N-Rate
Gene-Body Coverage
Cumulative Gene Diversity
Nucleotide Rates, by Cycle
Aligned Nucleotide Rates, by Cycle
Leading Clipped Nucleotide Rates
Trailing Clipped Nucleotide Rates
Mapping location rates
Splice Junction Loci
Number of Splice Junction Events
Splice Junction Event Rates per Read-Pair
Breakdown of Splice Junction Events
Breakdown of Splice Junction Events, by locus type
Strandedness test
Mapping stats
Chromosome counts
Normalization Factors
Normalization Factor Ratio
Read drop rate
Gene Biotype Rates
Summary Tables
Identifying Problems
Example 1: Sequencer Hiccup
Example 2: Badly Degraded RNA
Secondary Utilities
Generating a flattened annotation file
Merging Count Data
Generating genome browser tracks
Generating wiggle tracks
Merging wiggle tracks
Generating splice-junction tracks
Merging splice-junction tracks
Orphaned/Ambiguous junction tracks
Importing data into other tools
DEXSeq compatibility
Bibliography
Session Information
Legal
About this document ...
Dr Stephen William Hartley 2015-11-06