She missed the marathon because her knee was injured during training.

training 是动词 train 的动名词形式。train 本意是"训练、锻炼"，指为特定目的进行的系统性练习或准备活动。 training 在这里指为参加马拉松比赛而进行的跑步训练和体能准备。