NMR residual dipolar couplings have great potential to provide rapid struct
ural information for proteins in the solution state. This information even
at low resolution may be used to advantage in proteomics projects that seek
to annotate large numbers of gene products for entire genomes. In this pap
er, we describe a novel approach to the structural interpretation of dipola
r couplings which is based on structural motif pattern recognition, where a
predefined gapless structural template for a motif is used to search a set
of residual dipolar couplings for good matches. We demonstrate the applica
bility of the method using synthetic and experimental data. We also provide
an analysis of the statistical power of the method and the effects of orde
r tensor frame orientation, motif size, and structural complexity on motif
detection. Finally, we discuss remaining problems that must be overcome bef
ore the method can be used routinely to identify protein homologies.