[ged] Journal Club next week

Jason Pell jason.pell at gmail.com
Mon Mar 12 11:06:51 PDT 2012


Hi everyone,

Tomorrow QP will be presenting the paper below for journal club. We
will meet at 11am in BPS 2228.

See you there,
Jason

On Tue, Mar 6, 2012 at 8:25 PM, Qingpeng Zhang <qingpeng at msu.edu> wrote:
> I will be presenting the paper "Assessment of metagenomic assembly
> using simulated next generation sequencing data." in next
> week's journal club.
>
> http://www.ncbi.nlm.nih.gov/pubmed/22384016
>
> Assessment of metagenomic assembly using simulated next generation
> sequencing data.
> Mende DR, Waller AS, Sunagawa S, Järvelin AI, Chan MM, Arumugam M,
> Raes J, Bork P.
>
> European Molecular Biology Laboratory, Heidelberg, Germany.
> Abstract
> Due to the complexity of the protocols and a limited knowledge of the
> nature of microbial communities, simulating metagenomic sequences
> plays an important role in testing the performance of existing tools
> and data analysis methods with metagenomic data. We developed
> metagenomic read simulators with platform-specific (Sanger,
> pyrosequencing, Illumina) base-error models, and simulated metagenomes
> of differing community complexities. We first evaluated the effect of
> rigorous quality control on Illumina data. Although quality filtering
> removed a large proportion of the data, it greatly improved the
> accuracy and contig lengths of resulting assemblies. We then compared
> the quality-trimmed Illumina assemblies to those from Sanger and
> pyrosequencing. For the simple community (10 genomes) all sequencing
> technologies assembled a similar amount and accurately represented the
> expected functional composition. For the more complex community (100
> genomes) Illumina produced the best assemblies and more correctly
> resembled the expected functional composition. For the most complex
> community (400 genomes) there was very little assembly of reads from
> any sequencing technology. However, due to the longer read length the
> Sanger reads still represented the overall functional composition
> reasonably well. We further examined the effect of scaffolding of
> contigs using paired-end Illumina reads. It dramatically increased
> contig lengths of the simple community and yielded minor improvements
> to the more complex communities. Although the increase in contig
> length was accompanied by increased chimericity, it resulted in more
> complete genes and a better characterization of the functional
> repertoire. The metagenomic simulators developed for this research are
> freely available.
>
>
> Sincerely yours,
>
> Qingpeng Zhang
> Ph.D. Student
> GED Lab in 2228 BPS Building
> Department of Computer Science and Engineering
> Michigan State University
> East Lansing, MI 48824
>
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