criterion for filtering lncRNA
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9.6 years ago

I was going through some papers on criterion for filtering lcnrna. but I do not get answer to some questions

  1. why bp length is set to <= 200?
  2. orf length >120
  3. why blast against swissprot?
  4. why evalue for blast is only <0.001?

here are some such papers : http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0043047

http://genome.cshlp.org/content/13/6b/1301.full

sequencing • 2.6k views
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9.6 years ago
vahapel ▴ 210

Hi,

200 base length and ORF length (>100) is not exact cut off value for lncRNAs, It is just because that some lncRNAs have potential to encode micropeptides and to eliminate such a probability it serve a starting point for lncRNA identification in RNA-Seq dataset. Swisprot and UniRef100 is a large protein collection database and all potential lncRNAs must be aligned to the protein sequences deposited in these database, can be sure whether it encode a protein or not.

These can not be enough, you also evaluate your candidate lncRNAs to be sure it is bona fide lncRNAs using protein coding potential tools such as; Coding Potential Calculator (CPC) (Kong et al., 2007), PhyloCSF (Lin et al., 2011), and the Coding-Potential Assessment Tool (CPAT) (Wang et al., 2013).

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If you goal is to just confirm that your sequence does not match a coding gene, rather than annotation, I would recommend not using SwissProt or the UniRef databases and instead using a larger database (uniprot/refseq). SwissProt and UniRef are very well curated, but are far from complete and are very biased in terms of species.

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+1 for using a tool like CPAT

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