SHANGHAI—Troubled oil company CEFC China Energy Co. said it has dropped plans for a major investment in Central Europe, following a statement from the Czech government that the Shanghai-based company’s chairman has been sidelined amid an investigation in China.

In a statement late Monday issued by its Prague office, CEFC said it will no longer pursue plans to lift to 50% its stake in Czech-Slovak holding company J&T Finance Group SE.

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