Grapevine downy mildew, caused by the oomycete Plasmopara viticola, is a globally destructive disease that particularly affect the Eurasian wine grape V. vinifera. While genetically resis- tant varieties are becoming more accessible, populations of P. viticola are demonstrating rapid adaptability, successfully over- coming these resistances. Here we aimed to identify the aviru- lence genes involved in the interaction with the Rpv3.1-mediated resistance in grapevine. We sequenced the full genome of 136 P. viticola strains sampled in a natural population of Bordeaux (France) and characterized their development on both resis- tant and sensitive cultivars. The genome-wide association study allowed the identification of a genomic region associated with the breakdown of Rpv3.1 grapevine resistance (avrRpv3.1 lo- cus). A diploid-aware reassembly of the P. viticola INRA-Pv221 genome allowed to detect structural variations in this locus, in- cluding a major 30 Kbp deletion. At the avrRpv3.1 locus, vir- ulent P. viticola strains presented deletion on both haplotypes indicating that avirulence is recessive. The deletion involves two closely-related genes that encode proteins containing 800- 900 amino acids with a signal peptide. The structure of the predicted proteins contains repeats of the LWY-fold structural modules, typical of oomycete effectors. Moreover, when these proteins were transiently expressed, they induced cell death in grapevines carrying Rpv3.1 resistance, confirming their aviru- lence nature. The first description of candidate effectors of P. viticola involved in the interaction with resistance gene provides valuable insights into the genetic mechanisms that enable P. viti- cola to adapt to grapevine resistance, laying a foundation for developing strategies to manage this damaging crop pathogen.