Thursday, June 30, 2011

Phylop vs Phastcons

PhastCons (region) (which has been used in previous Conservation tracks) is a hidden Markov model-based method that estimates the probability that each nucleotide belongs to a conserved element, based on the multiple alignment. It considers not just each individual alignment column, but also its flanking columns.

By contrast, phyloP (position) separately measures conservation at individual columns, ignoring the effects of their neighbors. As a consequence, the phyloP plots have a less smooth appearance than the phastCons plots, with more "texture" at individual sites. The two methods have different strengths and weaknesses. PhastCons is sensitive to "runs" of conserved sites, and is therefore effective for picking out conserved elements. PhyloP, on the other hand, is more appropriate for evaluating signatures of selection at particular nucleotides or classes of nucleotides (e.g., third codon positions, or first positions of miRNA target sites).

http://compgen.bscb.cornell.edu/phast/faq.php
http://genome.ucsc.edu/cgi-bin/hgTrackUi?hgsid=200695383&g=cons30way#a_cfg_phastcons 

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