Trust, vulnerable populations, and genetic data sharing

Recent policies and proposed regulations, including the Notice of Proposed Rulemaking for the Common Rule and the 2014 NIH Genetic Data Sharing Policy, seek to improve research subject protections. Protections for subjects whose genetic data is shared are critical to reduce risks such as loss of confidentiality, stigma, and discrimination. In the article 'It depends whose data are being shared: considerations for genomic data sharing policies', Robinson et al. provide a response to our article, 'The Growth and Gaps of Genetic Data Sharing Policies'. Robinson et al. highlight the importance of individual and group preferences. In this article, we extend the conversation on models for improving protections which will mitigate consequences for individuals and groups that are vulnerable to stigma and discrimination.