We use whole exome (WES) or whole genome sequencing (WGS) data from one or multiple human samples to detect single nucleotide polymorphisms (SNPs) and small insertions and deletions. The variant calling relies on a community-developed pipeline from bcbio-nextgen. The resulting list of variants is first annotated and then filtered based on the predicted effect of the change and the frequency of the variant in the general population.