“…Given that siRNA genes are not highly ubiquitously expressed in D. innubila ( Hill et al, 2019 ), that DiNV reduces host fecundity ( Unckless, 2011 ), and that a close relative of DiNV infects the host ovaries ( Palmer et al, 2018 ), DiNV could interact with chorion proteins during oogenesis, and piRNAs could be suppressing DiNV ( Lewis et al, 2018 ). Consistent with the arms race model, host genes we suspect are interacting with DiNV (such as the association study hits, AMPs, chorion genes, piRNA genes, and extracellular genes) show elevated levels of substitutions fixed by selection compared to background genes in D. innubila ( Figure 4 and Figure 4—figure supplement 1 , GLM p-value<0.05) ( Hill and Unckless, 2020 ). Finally, differentially expressed chorion genes, extracellular genes and AMPs have significantly more adaptive substitutions than non-differentially expressed genes in the same categories ( Figure 4 , blue dots, differentially expressed versus all other T-test: D. innubila t-value = 4.755, p-value=0.000671).…”