We study the finite generation of homotopy groups of closed manifolds and finite CW-complexes by relating it to the cohomology of their fundamental groups. Our main theorems are as follows: when is a finite CW-complex of dimension and is virtually a Poincar'e duality group of dimension , then is not finitely generated for some unless is homotopy equivalent to the Eilenberg–MacLane space ; when is an -dimensional closed manifold and is virtually a Poincar'e duality group of dimension , then for some , is not finitely generated, unless itself is an aspherical manifold. These generalize theorems of M. Damian from polycyclic groups to any virtually Poincar'e duality groups. When is not a virtually Poincar'e duality group, we also obtained similar results. As a by-product we showed that if a group is of type F and is finitely generated for any , then is a Poincar'e duality group. This recovers partially a theorem of Farrell.

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