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An international workshop was held in Leuven, Belgium, on June 19–20, 2023, to discuss the communication of genetic risk information within families in the context of personalized prevention. Organized as part of the Horizon Europe project PROPHET (PeRsOnalised Prevention roadmap for the future HEalThcare in Europe), the event gathered interdisciplinary stakeholders to explore the benefits and challenges of various policy approaches for returning genetic test results with implications for family members. Five key themes emerged from the discussions: (1) recognizing family communication as an ongoing process, (2) adopting a family-centered approach rather than an individual one, (3) clarifying roles and responsibilities in the communication process, (4) addressing the lack of clear guidelines and policies, and (5) ensuring sufficient resources. To enhance family communication of genetic risk information, participants emphasized the importance of improving pre-test counseling and follow-up procedures, implementing policies to clarify roles and responsibilities, and providing training for healthcare professionals both within and outside genetic services.