In a statement released to the Amaq news agency, Isis said 'a detachment' from their group had carried out the attack.
Trump claimed the "loser terrorist" suspect was being monitored by police prior to the attack.
Police confirm 18 people have been injured.
Several people injured after suspected explosive device detonated in West London.
Victims describe a fireball that engulfed the carriage and left people with facial burns.