What do you mean by "multiple "runs" will be merged at some point in the analysis pipeline"? How can I merge them?
I want to analyze a chip-seq data set in GEO (GSE11431), and I have two questions:
Its SRA file in each of GSM have multiple files/"runs", what does it mean? is it replicates or what? Do I just download all of them and run bowtie individually using same reference genome, and then combine them afterward?
Another question is where can I download mouse reference gene (mm9 version) for bowtie?
Thank you very much for any idea and help!!
1 answer
each time the sequencer is operated to sequence a set of samples is called a "run". So, some samples will be sequenced in multiple "runs", which can be treated as technical replicates. The samples that are sequenced in multiple "runs" will be merged at some point in the analysis pipeline.
There are pre built indexes for bowtie and bowtie2 on their website. http://bowtie-bio.sourceforge.net/index.shtml
If you are looking for annotations as well, tophat website provides a set of genomes and annotations, but the file size will be huge (14-20g).
You can merge the raw fastq files before performing any analysis or you can merge the bam files after alignment. It depends on the type of analysis you are doing. Merging after alignment would be good as you can compare the differences between multiple runs after alignment and then merge.
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