The musician was diagnosed with the brain disorder five years ago.
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Celebrities took to social media to send hope and healing to the legendary singer-songwriter.
The music icon made the stunning announcement on Tuesday, just one day shy of his 77th birthday.
The legendary singer announced his retirement from touring on Monday, and Barry Manilow quickly tweeted out support.