You are confusing isometries of a lattice, and isometries fixing the identity. Each lattice in $\Bbb R^n$, considered as a point set, has infinitely many isometries, since each translation by a lattice vector is an isometry.
What is more interesting is studying the isometries that fix the origin. They form a finite group, always non-trivial, as the map $x\mapsto-x$ is a (central) isometry. The first Conway group is obtained by taking the group of Leech lattice isometries fixing $0$, and factoring out the two-element group generated by $x\mapsto-x$.
In $\Bbb Z^n$ the group of isometries fixing $0$ has $2^nn!$ elements, and are the monomial matrices with nonzero entries either $1$ or $-1$.