Prediction of protein subcellular localization
National Yang Ming Chiao Tung University
Abstract
Because the protein's function is usually related to its subcellular localization, the ability to predict subcellular localization directly from protein sequences will be useful for inferring protein functions. Recent years have seen a surging interest in the development of novel computational tools to predict subcellular localization. At present, these approaches, based on a wide range of algorithms, have achieved varying degrees of success for specific organisms and for certain localization categories. A number of authors have noticed that sequence similarity is useful in predicting subcellular localization. For example, Nair and Rost (Protein Sci 2002;11:2836-2847) have carried out extensive analysis of the…
Citation impact
- FWCI
- 9.40
- Percentile
- 100%
- References
- 38
Authors
4Topics & keywords
- Support vector machine
- Subcellular localization
- Benchmark (surveying)
- Artificial intelligence
- Classifier (UML)
- Computer science
- Protein sequencing
- Similarity (geometry)
- Peace, Justice and strong institutions