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Bioinformatic Workflows

Small variant analysis

Single-nucleotide polymorphisms (SNPs) and small insertions/deletions (indels) are the two most common types of genetic variants found in genomes.

Workflow

Step 1

Short variant discovery

Variant calling is a method of identification of the differences between the aligned sequenced reads and the reference genome. A wide range of variant callers can be found in the literature aimming to mask alignment and sequencing artifacts, two of the main issues driving the missidentification of variants.

Step 2

Filtration of variants

After the variant calling stage, raw SNV and indels in the Variant Call Format (VCF) are obtained. At this stage it is usually recommended either setting hard filters on the data or performing other more complex methodologies (e.g. GATK's Variant Quality Score Recalibration).

Step 3

Variant annotation

At last, the set of filtered variants are functionaly annotated regarding their gene(s)/transcript(s), assessing their influence on protein sequence, and equating the variant with known genomic annotations. Using bioinformatic tools, the seriousness and impact of variants will be quantified.

Available pipelines