Homology relationship between connected manifold and complement of point in it

Statement

Suppose $M$ is a connected manifold of dimension $n$ and $p$ is a point in $M$. The relationship between the homology groups of $M$ and the homology groups of $M\setminus \{p\}$ is as described below.