In this article, necessary and suffcient conditions for the cone nonnegativity of Moore-Penrose inverses of unbounded Gram operators are derived. These conditions include statements on acuteness of certain closed convex cones in infinite-dimensional real Hilbert spaces. © 2016 Tusi Mathematical Research Group.