With the globalization of biomedical research and growing concerns about possible pandemics of diseases such as HIV, SARS, and Ebola, international data-sharing practices are of growing interest to the biomedical science community. A new special journal issue presents guidelines, protocols, models, and new resources to improve data sharing across the globe.