There may be a clue on the voice "black box"...if anything was even discussed regarding which runway to take off from...otherwise it will be speculation..
However, if the crew member survives..then perhaps some day he can shed some light also...
There are also ATC tapes. However the NTSB spokeswoman said that the only runway mentioned on the tapes was 22.