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<p>&nbsp;Lady Gaga was forced to cancel a concert on Thursday just minutes before she was due to take the stage after she found herself struggling to breathe. The hitmaker was scheduled to perform at Purdue University in Indiana but pulled out at the last minute after paramedics discovered her heart was beating irregularly.</p>