Deputies were called to the Hard Rock Hotel and Casino around 8 a.m. along Highway 50 in the California-Nevada border.
Three men were in a casino bar together and an argument broke out before the shooting, police said.
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The casino was locked down with visitors ordered to shelter in place while police searched for the gunman.
He and the other man were arrested about 20 miles from the scene.
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