The evolutionary relationships of four eukaryotic kingdoms-Animalia, P
lantae, Fungi, and Protista-remain unclear. In particular, statistical
support for the closeness of animals to fungi rather than to plants i
s lacking, and a preferred branching order of these and other eukaryot
ic lineages is still controversial even though molecular sequences fro
m diverse eukaryotic taxa have been analyzed. We report a statistical
analysis of 214 sequences of nuclear small-subunit ribosomal RNA (srRN
A) gene undertaken to clarify these evolutionary relationships. We hav
e considered the variability of substitution rates and the nonindepend
ence of nucleotide substitution across sites in the srRNA gene in test
ing alternative hypotheses regarding the branching pat terns of eukary
ote phylogeny. We find that the rates of evolution among sites in the
srRNA sequences vary substantially and are approximately gamma distrib
uted with size and shape parameter equal to 0.76. Our results suggest
that (1) the animals and true fungi are indeed closer to each other th
an to any other ''crown'' group in the eukaryote tree, (2) red algae a
re the closest relatives of animals, true fungi, and green plants, and
(3) the heterokonts and alveolates probably evolved prior to the dive
rgence of red algae and animal-fungus-green-plant Lineages. Furthermor
e, our analyses indicate that the branching order of the eukaryotic li
neages that diverged prior to the evolution of alveolates may be gener
ally difficult to resolve with the srRNA sequence data.