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A rapid method for detection of putative RNAi target genes in genomic data
Yair Horesh1, Amihood Amir, Shulamit Michaeli
1Department of Computer Science and Faculty of Life Sciences Bar-Ilan University, Ramat-Gan, Israel.
Bioinformatics (Oxford, England)
|October 10, 2003
Summary
RNA interference (RNAi) may be a natural cellular control mechanism, potentially acting as a primitive immune response. This study developed a method to identify genes regulated by RNAi, finding potential regulation in 7% of C. elegans and 3% of C. briggsae genes.
Area of Science:
- Genetics
- Molecular Biology
- Bioinformatics
Background:
- RNA interference (RNAi) is a powerful laboratory tool for gene function studies.
- Evidence suggests RNAi may be a natural cellular control mechanism, possibly an ancient immune response against RNA viruses and retroposons.
- RNAi mechanisms can involve messenger RNA (mRNA) degradation.
Purpose of the Study:
- To develop a systematic method for genome-wide identification of RNAi elements and their target genes.
- To investigate the potential for natural RNAi control in C. elegans and C. briggsae genomes.
- To identify specific genes likely regulated by natural RNAi.
Main Methods:
- Utilized a modified suffix tree data structure for efficient genome scanning.
- Identified repeated and inverted repeated sequences of 20 base pairs or more as potential RNAi elements.
- Employed expressed sequence tags (ESTs) and cross-species synteny analysis to validate potential RNAi targets.
Main Results:
- A significant percentage of genes in C. elegans (approx. 7%) and C. briggsae (approx. 3%) were predicted to be under natural RNAi control.
- Identified approximately 70 genes with supportive evidence for RNAi regulation.
- Examples of potentially regulated genes include those encoding transposase, hormone receptors, homeobox proteins, defensin, actins, and collagens.
Conclusions:
- The developed computational method effectively identifies potential targets of natural RNAi.
- The findings suggest a substantial role for RNAi in natural gene regulation and defense.
- Further experimental validation is warranted to confirm the identified cases of natural RNAi control.