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  • Jean
    Member
    • Nov 2008
    • 37

    #1

    Microbiome Profiling by Illumina Sequencing of Combinatorial Sequence-Tagged PCR

    Our group has come up with a method to multiplex hundreds of microbiota samples in a single Illumina lane run (300-500 sample per run) resulting in a drastic cost reduction for microbial community profiling. The method paper was recently published in PLoS ONE:

    Gloor GB, Hummelen R, Macklaim JM, Dickson RJ, Fernandes AD, et al. 2010 Microbiome Profiling by Illumina Sequencing of Combinatorial Sequence-Tagged PCR Products. PLoS ONE 5(10): e15406. doi:10.1371/journal.pone.0015406


    Abstract
    We developed a low-cost, high-throughput microbiome profiling method that uses combinatorial sequence tags attached to PCR primers that amplify the rRNA V6 region. Amplified PCR products are sequenced using an Illumina paired-end protocol to generate millions of overlapping reads. Combinatorial sequence tagging can be used to examine hundreds of samples with far fewer primers than is required when sequence tags are incorporated at only a single end. The number of reads generated permitted saturating or near-saturating analysis of samples of the vaginal microbiome. The large number of reads allowed an in-depth analysis of errors, and we found that PCR-induced errors composed the vast majority of non-organism derived species variants, an observation that has significant implications for sequence clustering of similar high-throughput data. We show that the short reads are sufficient to assign organisms to the genus or species level in most cases. We suggest that this method will be useful for the deep sequencing of any short nucleotide region that is taxonomically informative; these include the V3, V5 regions of the bacterial 16S rRNA genes and the eukaryotic V9 region that is gaining popularity for sampling protist diversity.



    Since there are several individuals and groups who might be interested in trying this method on their microbiota samples but may not have 400 samples to make the sequencing cost-effective, we're offering a cost-recovery academic service aimed to pool samples together from different sources for a single run. All you need to send is your isolated DNA!

    The service is linked off of Dr. Greg Gloor's faculty page here:
  • boetsie
    Senior Member
    • Feb 2010
    • 245

    #2
    Dear Jean,

    I am reading your article, but I do not fully understand the assignment of OTUs to Taxonomic Groups. Reading through that section on page 7, I understand that 100% matches can be identified at a species level, but what do you do if one read has multiple species hits at 100%? In addition, what about those reads that have matches <100%. How do you treat for instance a case where one read has 3 hits (2 at 98% and 1 at 97%) and different species or worse different genuses? A very last question, how do you get the hierarchy (family - genus - species etc) from a taxonomy-ID in an automatic script?

    Many thanks in advance,

    Boetsie

    Comment

    • Jean
      Member
      • Nov 2008
      • 37

      #3
      Hi boetsie,
      If there were multiple hits at 100% coverage and 100% identity we did one of two things: 1) Retain a higher shared taxonomy so, for example, if all the 100% hits were Gammaproteobacteria we would call it that. 2) OR we would retain multiple species/strain designations so that taxonomic resolution was not lost. An example for this: we knew that Lactobacillus gasseri and Lactobacillus johnsonii had the same V6 sequence so instead of calling this sequence the less informative "Lactobacillus" we would call it Lactobacillus gasseri/johnsonii.

      If we had hits at less than 100% they had to be evaluated at a case-by-case basis. If for example there were two 98% hits to different genera, this would have to be an unknown bacteria (this happened very rarely). If the hit was 98% to a certain genus we would call it "98% identity to Prevotella" for example. This is to provide some relational information because in this case it was very distant from everything but Prevotella, but there was no perfect match so we would not call a definitive taxonomy.

      The taxonomy information can be pulled from NCBI via command line using fastacmd (a BLAST tool).

      Hope that helps.
      Jean

      Comment

      • boetsie
        Senior Member
        • Feb 2010
        • 245

        #4
        Hi Jean,

        thank you for your quick reply. It is clear to me!

        Kind regards,
        Boetsie

        Comment

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