MacrolactoneDB is a central repository of macrolactones and their bioactivities. It enables machine learning to inform synthetic biology and medicinal chemistry efforts for designing new/better drugs. Our new paper in Nature Scientific Reports is the result of a collaboration with Phyo Phyo Kyaw Zin and Sean Ekins (Collaborations Pharmaceuticals).