An Ecuadorean court dealt the plaintiffs a setback Tuesday in a $27 billion environmental contamination lawsuit against Chevron Corp., accepting the presiding judge’s request to be removed from the case.

Judge Juan Evangelista Nunez asked to be recused earlier this month so the government could investigate Chevron’s allegations that he was involved in a bribery scheme.