Jonathan de Guzman scored the winner on the stroke of half-time, while Paul Verhaegh was sent off for Vitesse in stoppage-time.
VVV Venlo gave their Eredivisie survival hopes a major boost with a 4-1 thrashing of UEFA Cup hopefuls FC Utrecht.
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