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The two victims were being transported to hospital from Noblesville West Middle School in a suburb of the state capital Indianapolis, according to state police.
"Those families have been notified. Suspect in custody," police spokesman John Perrine said on twitter.
Local media reported that the injured were a teenager and an adult.