Let G be a graph and T a spanning tree of G. For an edge e in G−T, there is a cycle in T∪{e}. We call those edges cycle-edges and those cycles tree-cycles. The intersection of two tree-cycles is the set of all edges in common. If the intersection of two distinct tree-cycles is not empty, we regard that as an intersection. The tree intersection number of T is the number of intersections among all tree-cycles of T. The Minimum Spanning Tree Cycle Intersection (MSTCI) problem aims to find a spanning tree with minimum tree intersection number among all possible spanning trees. In this thesis, we prove the conjecture, posed by Dubinsky et al., which states that if a graph admits a star spanning tree in which one vertex is adjacent to all other vertices, then the star spanning tree has the minimum tree intersection number and investigate the possibility of generalizing the conjecture.