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CSS-Palm 2.0: An updated software for palmitoylation sites prediction

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Protein palmitoylation is an essential post-translational lipid modification of proteins, and reversibly orchestrates a variety of cellular processes. Identification of palmitoylated proteins with their sites is the foundation for understanding molecular mechanisms and regulatory roles of palmitoylation. Contrasting to the labor-intensive and time-consuming experimental approaches, in silico prediction of palmitoylation sites has attracted much attention as a popular strategy. In this work, we updated our previous CSS-Palm into version 2.0. An updated clustering and scoring strategy (CSS) algorithm was employed with great improvement. The leave-one-out validation and 4-, 6-, 8- and 10-fold cross-validations were adopted to evaluate the prediction performance of CSS-Palm 2.0. Also, an additional new data set not included in training was used to test the robustness of CSS-Palm 2.0. By comparison, the performance of CSS-Palm was much better than previous tools. As an application, we performed a small-scale annotation of palmitoylated proteins in budding yeast. The online service and local packages of CSS-Palm 2.0 were freely available at: http://bioinformatics.lcd-ustc.org/css_palm.
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... An example of such PTM is palmitoylation and such a regulation of redox activity of mammalian PRDX5 was demonstrated [109]. In yeast mitochondria, Ycp4 is a palmitoylated flavodoxin-like protein and may undergo a similar regulation [110]. The suppression by fmp40Δ the hydrogen peroxide sensitivity of ycp4Δ strain to the level typical for fmp40Δ single mutant suggests that Ycp4 works in the same biological process as Fmp40. ...
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