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[[File:Gotcloud.puzzles.v2.png|500px]]
 
[[File:Gotcloud.puzzles.v2.png|500px]]
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=== Getting Help with GotCloud ===
 
=== Getting Help with GotCloud ===
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The fastq files are processed using the [[GotCloud: Alignment Pipeline|alignment pipeline]] which finds the most likely genomic location for each read and stores that information in a [[BAM|BAM (Binary Sequence Alignment/Map format) file]].  In addition to the sequence and base quality information contained in FASTQ files, a BAM file also contains the genomic location and some additional information about the mapping.  As part of the [[GotCloud: Alignment Pipeline|alignment pipeline]], the base qualities are adjusted to more accurately reflect the likelihood that the base is correct.  
 
The fastq files are processed using the [[GotCloud: Alignment Pipeline|alignment pipeline]] which finds the most likely genomic location for each read and stores that information in a [[BAM|BAM (Binary Sequence Alignment/Map format) file]].  In addition to the sequence and base quality information contained in FASTQ files, a BAM file also contains the genomic location and some additional information about the mapping.  As part of the [[GotCloud: Alignment Pipeline|alignment pipeline]], the base qualities are adjusted to more accurately reflect the likelihood that the base is correct.  
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The [[GotCloud: Alignment Pipeline|alignment pipeline]] can be skipped if you already have Deduped and Recalibrated BAM files.
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The [[GotCloud: Alignment Pipeline|alignment pipeline]] can be skipped if you already have Deduped and Recalibrated BAM files.  If you have BAMs, but they needed to be deduped and recalibrated, you can use our [[GotCloud:_Alignment_Sub-Pipelines#recabQC_2|recabQC pipeline]].
    
The [[GotCloud: Variant Calling Pipeline|variant calling pipeline]] processes the deduped and recalibrated BAM files produced by the alignment pipeline or that you provide it, generating an initial list of polymorphic sites and genotypes stored in a [http://www.1000genomes.org/wiki/Analysis/Variant%20Call%20Format/vcf-variant-call-format-version-41 VCF (Variant Call Format) file].  The [[GotCloud: Variant Calling Pipeline|variant calling pipeline]] then filters the  variants using both hard filters and a [[SVM Filtering|Support Vector Machine (SVM)]].  It then uses haplotype information to refine these genotypes in an updated VCF file.
 
The [[GotCloud: Variant Calling Pipeline|variant calling pipeline]] processes the deduped and recalibrated BAM files produced by the alignment pipeline or that you provide it, generating an initial list of polymorphic sites and genotypes stored in a [http://www.1000genomes.org/wiki/Analysis/Variant%20Call%20Format/vcf-variant-call-format-version-41 VCF (Variant Call Format) file].  The [[GotCloud: Variant Calling Pipeline|variant calling pipeline]] then filters the  variants using both hard filters and a [[SVM Filtering|Support Vector Machine (SVM)]].  It then uses haplotype information to refine these genotypes in an updated VCF file.
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[[File:GotCloudDiagram.jpg|500px]]
 
[[File:GotCloudDiagram.jpg|500px]]
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== Publication ==
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If you use GotCloud, please cite our publication:
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[http://genome.cshlp.org/content/early/2015/04/14/gr.176552.114.abstract Jun, Goo, et al. "An efficient and scalable analysis framework for variant extraction and refinement from population scale DNA sequence data." Genome research (2015): gr-176552.]
    
== GotCloud Setup ==
 
== GotCloud Setup ==

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