Comparing ultraconserved elements and exons for phylogenomic analyses of Middle American cichlids: When data agree to disagree

Choosing among types of genomic markers to be used in a phylogenomic study can have a major influence on the cost, design, and results of a study. Yet few attempts have been made to compare categories of next-generation sequence markers limiting our ability to compare the suitability of these different genomic fragment types. Here we explore properties of different genomic markers to find if they vary in the accuracy of component phylogenetic trees and to clarify the causes of conflict obtained from different datasets or inference methods. As a test case, we explore the causes of discordance between phylogenetic hypotheses obtained using a novel dataset of ultraconserved elements (UCEs) and a recently published exon dataset of the cichlid tribe Heroini. Resolving relationships among heroine cichlids has historically been difficult, and the processes of diversification and colonization of Middle America and the Greater Antilles are not yet well understood. Despite differences in informat...