No. After all, his gun could have been used by someone else and even if they find his fingerprints on it, they would need more evidence. (Because obviously his fingerprints will be on his own gun)
It is, however, quite reasonable circumstantial evidence. If there were, say, a witness who could describe someone similar to him performing the act, then he might be at risk.