A man has been taken in to police custody after leading police on a multi-state chase. It began around 4 p.m. in Holden, Mass. and went on several major roads including Route 2 and I-495 before continuing on surface roads in New Hampshire. The chase ended just after 5 p.m. in Nashua, New Hampshire when the suspect got out of his car and was taken into police custody after a physical altercation.