AN ITERATIVE ALGORITHM FOR CORRECTING SEQUENCING ERRORS IN DNA CODINGREGIONS

Citation
Y. Xu et al., AN ITERATIVE ALGORITHM FOR CORRECTING SEQUENCING ERRORS IN DNA CODINGREGIONS, Journal of computational biology, 3(3), 1996, pp. 333-344
Citations number
11
Categorie Soggetti
Biology,"Biochemical Research Methods",Mathematics
ISSN journal
10665277
Volume
3
Issue
3
Year of publication
1996
Pages
333 - 344
Database
ISI
SICI code
1066-5277(1996)3:3<333:AIAFCS>2.0.ZU;2-G
Abstract
Insertion and deletion (indel) sequencing errors in DNA coding regions disrupt DNA-to-protein translation frames, and hence make most frame- sensitive coding recognition approaches fail, This paper extends the a uthors' previous work on indel detection and ''correction'' algorithms , and presents a more effective algorithm for localizing indels that a ppear in DNA coding regions and ''correcting'' the located indels by i nserting or deleting DNA bases. The algorithm localizes indels by disc overing changes of the preferred translation frames within presumed co ding regions, and then ''corrects'' them to restore a consistent trans lation frame within each coding region, An iterative strategy is explo ited to repeatedly localize and ''correct'' indels until no more indel s can be found, Test results have shown that this improved algorithm c an detect and ''correct'' more indels while not worsening the rate of introduction of false indels when compared to the authors' previous wo rk.