Several followers who quickly logged in to see the tweet from the official account noticed that it had already been taken down just minutes after it was published.
The Olympic Committee has not yet commented on the gaffe, although social media is now rife with outraged twitter users on Wednesday night.
Some saw the funny side of the gaffe, including Deivid Jhovany, who tweeted: 'Like when God told Lazarus, "Get up and walk".'
But the vast majority criticised the tweet, with many calling it 'a scandal'.
The Paralympic Games involves athletes with a range of disabilities, including impaired muscle power, impaired movement, limb deficiency, short stature, vision impairment and intellectual impairment.
There are Winter and Summer Paralympic Games and they are held almost immediately after the Olympic Games every four years.
This year's events are taking place in the Brazilian city of Rio De Janeiro.