pre-DNA human genetic technique

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how sophisticated could human genetic experiments get prior to understanding DNA?
if a 19th century state had a breeding program, what could that produce?
if you were industrious, could you develop viable "genetic" techniques (maybe histones, methylation, radiation) with sufficient slaves/criminals/powerless?