Deep flanking sequence engineering for efficient promoter design using DeepSEED
Deep flanking sequence engineering for efficient promoter design using DeepSEED
About this item
Full title
Author / Creator
Zhang, Pengcheng , Wang, Haochen , Xu, Hanwen , Wei, Lei , Liu, Liyang , Hu, Zhirui and Wang, Xiaowo
Publisher
London: Nature Publishing Group UK
Journal title
Language
English
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Publication information
Publisher
London: Nature Publishing Group UK
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Scope and Contents
Contents
Designing promoters with desirable properties is essential in synthetic biology. Human experts are skilled at identifying strong explicit patterns in small samples, while deep learning models excel at detecting implicit weak patterns in large datasets. Biologists have described the sequence patterns of promoters via transcription factor binding sit...
Alternative Titles
Full title
Deep flanking sequence engineering for efficient promoter design using DeepSEED
Authors, Artists and Contributors
Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_997de74c05aa4d88b09ec82d5559fe75
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_997de74c05aa4d88b09ec82d5559fe75
Other Identifiers
ISSN
2041-1723
E-ISSN
2041-1723
DOI
10.1038/s41467-023-41899-y
