Buti, believed to be in his 90s, was a staunch supporter of President Bashar al-Assad and the Imam of Damascus's historic Ummayyad Mosque.
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More than 400 people have died in a week of bombardment in rebel-held eastern Ghouta in Syria.
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The band's hit singles include You To Me Are Everything, Can You Feel The Force?, and Can't Get By Without You.