Evidence-based decision making often relies on meta-analyzing multiple studies, which enables more precise estimation and investigation of generalizability. Integrative analysis heterogeneous studies is, however, highly challenging in the ultra high dimensional setting. The challenge is even pronounced when individual level data cannot be shared across known as DataSHIELD constraint (Wolfson et...