ArticlePloS one2013
PSI: a comprehensive and integrative approach for accurate plant subcellular localization prediction.
Article in PloS one, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 24 papers.
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Who cites it
24 citing papers in PubMed.
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- Genome-wide identification, classification, and characterization of lectin gene superfamily in sweet orange (Citrus sinensis L.).PloS one · 2023Article
- Genome-Wide Identification and Characterisation of Cytokinin-O-Glucosyltransferase (CGT) Genes of Rice Specific to Potential Pathogens.Plants (Basel, Switzerland) · 2022Article
- Robustification of GWAS to explore effective SNPs addressing the challenges of hidden population stratification and polygenic effects.Scientific reports · 2021Article
- Isolation and molecular characterization of MYB60 in Solanum lycopersicum.Molecular biology reports · 2021Article
- Comparative Analysis of Transcriptome and sRNAs Expression Patterns in theInternational journal of molecular sciences · 2021Article
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- SsPsaH, a H subunit of the photosystem I reaction center of Suaeda salsa, confers the capacity of osmotic adjustment in tobacco.Genes & genomics · 2020Article
- Distribution and Classification of Dehydrins in Selected Plant Species Using Bioinformatics Approach.Iranian journal of biotechnology · 2020Article
- The ArathEULS3 Lectin Ends up in Stress Granules and Can Follow an Unconventional Route for Secretion.International journal of molecular sciences · 2020Article
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- Interactome Analysis and Docking Sites of MutS Homologs Reveal New Physiological Roles inMolecules (Basel, Switzerland) · 2019Article
- Identification of epistasis loci underlying rice flowering time by controlling population stratification and polygenic effect.DNA research : an international journal for rapid publication of reports on genes and genomes · 2019Article
- Genome-wide identification, characterization and phylogenetic analysis of Dicer-like (DCL) gene family in Coffea arabica.Bioinformation · 2019Article
- Further Elucidation of the Argonaute and Dicer Protein Families in the Model Grass SpeciesFrontiers in plant science · 2019Article
- Dynamin-Like Proteins Are Potentially Involved in Membrane Dynamics within Chloroplasts and Cyanobacteria.Frontiers in plant science · 2018Article
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4 authors.
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Abstract
Predicting the subcellular localization of proteins conquers the major drawbacks of high-throughput localization experiments that are costly and time-consuming. However, current subcellular localization predictors are limited in scope and accuracy. In particular, most predictors perform well on certain locations or with certain data sets while poorly on others. Here, we present PSI, a novel high accuracy web server for plant subcellular localization prediction. PSI derives the wisdom of multiple specialized predictors via a joint-approach of group decision making strategy and machine learning methods to give an integrated best result. The overall accuracy obtained (up to 93.4%) was higher than best individual (CELLO) by ~10.7%. The precision of each predicable subcellular location (more than 80%) far exceeds that of the individual predictors. It can also deal with multi-localization proteins. PSI is expected to be a powerful tool in protein location engineering as well as in plant sciences, while the strategy employed could be applied to other integrative problems. A user-friendly web server, PSI, has been developed for free access at http://bis.zju.edu.cn/psi/.
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