Nazar's father was Jemshid Umirzakoglu, a silk merchant of Margilan whose family had been engaged in silk production for many centuries.
During the 1930s prominent Turkestani poets and writers, and later the local Communist Party leadership, were denounced by the Soviet authorities and either exiled and imprisoned or placed on trial: Nazar followed such trials closely in his hometown.