Horseshoe<unk>  is a fairly common condition among other renal fusion abnormalities. Males cases are twice more common than female cases. Although it has been seen in members of same families, but no any particular gene has been found to cause this disease.
Horseshoe kidney epidemiology and demographics
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Horseshoe kidney pathophysiology
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Horseshoe kidney classification