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Background: Sequence similarity to characterized proteins provides testable functional hypotheses for less than 50% of the proteins identified by genome sequencing projects. With structural genomics it is believed that structural similarities may give functional hypotheses for many of the remaining proteins.

Methodology/principal Findings: We provide a systematic analysis of the structure-function relationship in proteins using the novel concept of local descriptors of protein structure.

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