Extinction Event 40,000 Years Ago

If going by the new discovery, the scientists suggested that the Neanderthals vanished from the face of Earth around 40,000 years old. They shared the same dust under their feet for thousands of year but somehow we don’t see Neanderthals roaming around with us. So, what happened to the entire species that just vanished into thin air?