R-loops consist of an RNA-DNA hybrid and a displaced single-stranded DNA strand that play a central role in several biological processes. However, as the presence of aberrant R-loops forms a significant threat to genome stability, R-loop formation and resolution is strictly controlled by RNAse H and helicases. In a screening for RNA helicases, previously described as RNA-DNA hybrid interactors, that control genome integrity, we identified for the first time DDX37 and DDX50. Depletion of DDX37 and DDX50 promotes DNA damage, as demonstrated by H2AX phosphorylation and increased comet tail length. In addition, knock down of these RNA helicases decreases the DNA replication track length and leads to RPA focus formation, results that are indicative of replication stress. Downregulation of DDX37 and DDX50 triggers an increase in RNA-DNA hybrids, that can be reverted by the overexpression of RNase H1. Interestingly, inhibition of transcription prevented the increased RNA-DNA hybrid formation and DNA damage upon DDX37 or DDX50 depletion. Together these results demonstrate that DDX37 and DDX50 are important for resolving RNA-DNA hybrids appearing during transcription and thereby preventing DNA damage by replication stress.