[mira_talk] Re: 454 homopolymers

  • From: Leonor Palmeira <mlpalmeira@xxxxxxxxx>
  • To: mira_talk@xxxxxxxxxxxxx
  • Date: Wed, 23 Mar 2011 13:26:56 +0100

On 23/03/11 10:11, Leonor Palmeira wrote:
On 22/03/11 20:29, Sandrine Moreira wrote:
Hi,

Has anyone try to use some denoiser tools such as Ampliconnoise ?

No, I haven't tried using PyroNoise (the actual tool for noise reduction
in Ampliconnoise). I'll have a look at that.

The way I understand PyroNoise works is that it creates an alignment of similar flowgrams and then infers a consensus sequence based on the flowgrams of the alignment. This gives a reduced denoised dataset where similar reads are merged into one "denoised-read".

Using the data as output by PyroNoise will therefore not do the job, as the coverage estimation will be severely underestimated for regions where a denoised-read summarizes a large number of original reads. This is not good for MIRA, where the coverage estimation is a key step.

We could of course re-build a dataset where each denoised-read will be present as many times as the reads it is inferred from. But then comes my second concern: PyroNoise does not seem to output a quality file for the "denoised-reads". This seems much more problematic...

Has anyone had any experience with PyroNoise, namely on these two issues?

Leonor.
--
Leonor Palmeira, PhD

Phone: +32 4 366 42 69
Email: mlpalmeira AT ulg DOT ac DOT be
http://sites.google.com/site/leonorpalmeira

Immunology-Vaccinology, Bat. B43b
Faculty of Veterinary Medicine
Boulevard de Colonster, 20
University of Liege, B-4000 Liege (Sart-Tilman)
Belgium

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