Complex sentence: The party maintained a shadowy existence for some years before most of its support transferred over to the Movement for Democratic Change in Zimbabwe.
Split into simpler sentences: The party maintained a shadowy existence for some years. Some observers think that its supporters transferred to the Movement for Democratic Change in Zimbabwe.