The mtDNA Dr Paabo sequenced suggested humans split from Neanderthals about 500,000 years ago - which fits neatly with the fossil record. It also suggested Neanderthals did not interbreed with our ancestors.
Another interpretation might be that they were of "contaminated" DNA and were wiped out by the flood.