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Identifying novel c...
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Garber, Manuel
(författare)
Identifying novel constrained elements by exploiting biased substitution patterns
- Artikel/kapitelEngelska2009
Förlag, utgivningsår, omfång ...
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2009-05-27
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Oxford University Press (OUP),2009
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printrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:uu-148838
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https://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-148838URI
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https://doi.org/10.1093/bioinformatics/btp190DOI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:art swepub-publicationtype
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Motivation: Comparing the genomes from closely related species provides a powerful tool to identify functional elements in a reference genome. Many methods have been developed to identify conserved sequences across species; however, existing methods only model conservation as a decrease in the rate of mutation and have ignored selection acting on the pattern of mutations. Results: We present a new approach that takes advantage of deeply sequenced clades to identify evolutionary selection by uncovering not only signatures of rate-based conservation but also substitution patterns characteristic of sequence undergoing natural selection. We describe a new statistical method for modeling biased nucleotide substitutions, a learning algorithm for inferring site-specific substitution biases directly from sequence alignments and a hidden Markov model for detecting constrained elements characterized by biased substitutions. We show that the new approach can identify significantly more degenerate constrained sequences than rate-based methods. Applying it to the ENCODE regions, we identify as much as 10.2% of these regions are under selection.
Ämnesord och genrebeteckningar
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human genome
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functional elements
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vertebrate
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genomes
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sequence-analysis
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identification
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discovery
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1-percent
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browser
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mammals
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family
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MEDICINE
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MEDICIN
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Guttman, Mitchell
(författare)
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Clamp, Michele
(författare)
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Zody, Michael C.Uppsala universitet,Institutionen för medicinsk biokemi och mikrobiologi(Swepub:uu)miczo266
(författare)
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Friedman, Nir
(författare)
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Xie, Xiaohui
(författare)
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Uppsala universitetInstitutionen för medicinsk biokemi och mikrobiologi
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:Bioinformatics: Oxford University Press (OUP)25:12, s. I54-I621367-48031367-4811
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