Abstract
Background: DNA-binding proteins are of utmost importance to gene regulation. The identification of DNA-binding domains is useful for understanding the regulation mechanisms of DNA-binding proteins. In this study, we proposed a method to determine whether a domain or a protein can has DNA binding capability by considering evolutionary conservation of DNA-binding residues. Results: Our method achieves high precision and recall for 66 families of DNA-binding domains, with a false positive rate less than 5% for 250 non-DNA-binding proteins. In addition, experimental results show that our method is able to identify the different DNA-binding behaviors of proteins in the same SCOP family based on the use of evolutionary conservation of DNA-contact residues. Conclusion: This study shows the conservation of DNA-contact residues in DNA-binding domains. We conclude that the members in the same subfamily bind DNA specifically and the members in different subfamilies often recognize different DNA targets. Additionally, we observe the co-evolution of DNA-contact residues and interacting DNA base-pairs. © 2008 Chang et al; licensee BioMed Central Ltd.
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CITATION STYLE
Chang, Y. L., Tsai, H. K., Kao, C. Y., Chen, Y. C., Hu, Y. J., & Yang, J. M. (2008). Evolutionary conservation of DNA-contact residues in DNA-binding domains. BMC Bioinformatics, 9(SUPPL. 6). https://doi.org/10.1186/1471-2105-9-S6-S3
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