Different annotations capture diverse aspects of variant function. Simultaneous use of multiple, varied functional annotations could improve rare variants association analysis power of whole exome and whole genome sequencing studies. Some tools have been developed to enable functionally-informed phenotype-genotype association analysis for common and rare variants by incorporating functional annotations in biobank-scale cohorts.