Added-value to SparkBLAST, similarity results were obtained by (i) performing a Reciprocal Best Hit analysis [14, 15] among pairs of species, or orthology inference (Experiment 1) and (ii) searching for potential radiation-resistant homologous proteins in 2 marine metagenome datasets (Experiment 2), as described in the following section.