The state police truck was part of a 15-vehicle convoy when it overturned Monday morning, the agency said.
The agency did not explain what caused the crash. Among the dead were six men and one woman. One of two injured officers later died.
The convoy was on its way to Los Reyes, a town about 485 kilometres west of Mexico City.
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