Daesh fighters have now taken control of large parts of the strategic Anbar town of Al-Baghdadi—55 miles west of the provincial capital Ramadi—amid fears that the jihadist group is seeking to overrun the nearby Ain Al-Assad airbase where US troops are training local forces.