Chlamydia trachomatis is a medically important pathogen that encodes a relatively high percentage of proteins with unknown function. The three-dimensional structure of a protein can be very informative regarding the protein's functional characteristics; however, determining protein structures experimentally can be very challenging. Computational methods that model protein structures with sufficient accuracy to facilitate functional studies have had notable successes. To evaluate the accuracy and potential impact of computational protein structure modeling of hypothetical proteins encoded by Chlamydia, a successful computational method termed I-TASSER was utilized to model the three-dimensional structure of a hypothetical protein encoded by open reading frame (ORF) CT296. CT296 has been reported to exhibit functional properties of a divalent cation transcription repressor (DcrA), with similarity to the Escherichia coli iron-responsive transcriptional repressor, Fur. Unexpectedly, the I-TASSER model of CT296 exhibited no structural similarity to any DNAinteracting proteins or motifs. To validate the I-TASSER-generated model, the structure of CT296 was solved experimentally using X-ray crystallography. Impressively, the ab initio I-TASSER-generated model closely matched (2.72-Å C ␣ root mean square deviation [RMSD]) the high-resolution (1.8-Å) crystal structure of CT296. Modeled and experimentally determined structures of CT296 share structural characteristics of non-heme Fe(II) 2-oxoglutarate-dependent enzymes, although key enzymatic residues are not conserved, suggesting a unique biochemical process is likely associated with CT296 function. Additionally, functional analyses did not support prior reports that CT296 has properties shared with divalent cation repressors such as Fur.Chlamydia trachomatis is an obligate intracellular bacterial pathogen that is the leading sexually transmitted bacterial infection and cause of nonheritable blindness worldwide (6, 32). These phylogenetically distant bacteria are maintained through a characteristic biphasic developmental cycle that is intrinsically linked to these organisms' ability to cause disease. Despite its immense impact on public health, the factors that control the growth and pathogenesis of Chlamydia are still relatively poorly understood. Progress to gain a better understanding of these factors has been hindered by several experimental constraints, including the absence of an established method for genetic exchange and inability to cultivate the organism axenically. Another critical factor is the inherent restraint presented by the phylogenetic distance between C. trachomatis and better-characterized bacterial systems, such as Escherichia coli and Bacillus subtilis. This distance dramatically reduces the utility of protein function assignments as inferred by sequence similarity. As a result, Chlamydia trachomatis encodes a relative overabundance (ϳ25%) of proteins with little or no sequence similarity to functionally defined proteins (i.e., hypothetical proteins...