Chinese shares closed lower on Tuesday, with the benchmark Shanghai Composite Index down 0.10 percent, or 2.14 points, to finish at 2,050.73. The Shenzhen Component Index lost 0.11 percent, or 7.83 points, to close at 7,310.31.