Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201612861> ?p ?o ?g. }
- W3201612861 endingPage "907" @default.
- W3201612861 startingPage "894" @default.
- W3201612861 abstract "Sumoylation of proteins is an important reversible post-translational modification of proteins and mediates a variety of cellular processes. Sumo-modified proteins can change their subcellular localization, activity, and stability. In addition, it also plays an important role in various cellular processes such as transcriptional regulation and signal transduction. The abnormal sumoylation is involved in many diseases, including neurodegeneration and immune-related diseases, as well as the development of cancer. Therefore, identification of the sumoylation site (SUMO site) is fundamental to understanding their molecular mechanisms and regulatory roles. In contrast to labor-intensive and costly experimental approaches, computational prediction of sumoylation sites in silico has also attracted much attention for its accuracy, convenience, and speed. At present, many computational prediction models have been used to identify SUMO sites, but their contents have not been comprehensively summarized and reviewed. Therefore, the research progress of relevant models is summarized and discussed in this paper. We have briefly summarized the development of bioinformatics methods for sumoylation site prediction by mainly focusing on the benchmark dataset construction, feature extraction, machine learning method, published results, and online tools. We hope that this review will provide more help for wet-experimental scholars." @default.
- W3201612861 created "2021-09-27" @default.
- W3201612861 creator A5042945598 @default.
- W3201612861 creator A5062628676 @default.
- W3201612861 creator A5076619069 @default.
- W3201612861 date "2022-02-01" @default.
- W3201612861 modified "2023-10-16" @default.
- W3201612861 title "Recent Development of Machine Learning Methods in Sumoylation Sites Prediction" @default.
- W3201612861 cites W1223058609 @default.
- W3201612861 cites W1974680823 @default.
- W3201612861 cites W1983727026 @default.
- W3201612861 cites W1984060532 @default.
- W3201612861 cites W1995285602 @default.
- W3201612861 cites W2000042427 @default.
- W3201612861 cites W2000152746 @default.
- W3201612861 cites W2001349696 @default.
- W3201612861 cites W2002745879 @default.
- W3201612861 cites W2008767710 @default.
- W3201612861 cites W2013108773 @default.
- W3201612861 cites W2022285303 @default.
- W3201612861 cites W2023540360 @default.
- W3201612861 cites W2024213882 @default.
- W3201612861 cites W2027514285 @default.
- W3201612861 cites W2042396800 @default.
- W3201612861 cites W2052929547 @default.
- W3201612861 cites W2058434102 @default.
- W3201612861 cites W2060817283 @default.
- W3201612861 cites W2062849515 @default.
- W3201612861 cites W2068858732 @default.
- W3201612861 cites W2100984467 @default.
- W3201612861 cites W2110725112 @default.
- W3201612861 cites W2116062594 @default.
- W3201612861 cites W2119493141 @default.
- W3201612861 cites W2119939131 @default.
- W3201612861 cites W2135893370 @default.
- W3201612861 cites W2153240444 @default.
- W3201612861 cites W2154053567 @default.
- W3201612861 cites W2154492443 @default.
- W3201612861 cites W2156125289 @default.
- W3201612861 cites W2158714788 @default.
- W3201612861 cites W2167734476 @default.
- W3201612861 cites W2168012258 @default.
- W3201612861 cites W2208826165 @default.
- W3201612861 cites W2289599127 @default.
- W3201612861 cites W2427753924 @default.
- W3201612861 cites W2470414691 @default.
- W3201612861 cites W2513786151 @default.
- W3201612861 cites W2518983308 @default.
- W3201612861 cites W2553132141 @default.
- W3201612861 cites W2586543490 @default.
- W3201612861 cites W2587688848 @default.
- W3201612861 cites W2592644437 @default.
- W3201612861 cites W2593867025 @default.
- W3201612861 cites W2601826861 @default.
- W3201612861 cites W2604799008 @default.
- W3201612861 cites W2606314633 @default.
- W3201612861 cites W2625461439 @default.
- W3201612861 cites W2733568508 @default.
- W3201612861 cites W2734430678 @default.
- W3201612861 cites W2751257723 @default.
- W3201612861 cites W2780936345 @default.
- W3201612861 cites W2783049948 @default.
- W3201612861 cites W2792246829 @default.
- W3201612861 cites W2800333284 @default.
- W3201612861 cites W2806146459 @default.
- W3201612861 cites W2810614960 @default.
- W3201612861 cites W2884557428 @default.
- W3201612861 cites W2884581375 @default.
- W3201612861 cites W2887293266 @default.
- W3201612861 cites W2889300381 @default.
- W3201612861 cites W2891290193 @default.
- W3201612861 cites W2891888787 @default.
- W3201612861 cites W2892079508 @default.
- W3201612861 cites W2894836881 @default.
- W3201612861 cites W2895798038 @default.
- W3201612861 cites W2897702642 @default.
- W3201612861 cites W2898240595 @default.
- W3201612861 cites W2898355747 @default.
- W3201612861 cites W2900891475 @default.
- W3201612861 cites W2901628348 @default.
- W3201612861 cites W2901754076 @default.
- W3201612861 cites W2903924846 @default.
- W3201612861 cites W2910596642 @default.
- W3201612861 cites W2916888356 @default.
- W3201612861 cites W2923490814 @default.
- W3201612861 cites W2936064937 @default.
- W3201612861 cites W2937145808 @default.
- W3201612861 cites W2942801317 @default.
- W3201612861 cites W2944021362 @default.
- W3201612861 cites W2945027804 @default.
- W3201612861 cites W2948476060 @default.
- W3201612861 cites W2949453554 @default.
- W3201612861 cites W2949488210 @default.
- W3201612861 cites W2950355539 @default.
- W3201612861 cites W2963614249 @default.
- W3201612861 cites W2964443466 @default.
- W3201612861 cites W2966917770 @default.
- W3201612861 cites W2967387109 @default.