preprintbioRxiv (Cold Spring Harbor Laboratory)Jun 15, 2019GREEN OA

PICRUSt2: An improved and customizable approach for metagenome inference

GMGavin M. DouglasVJVincent J. MaffeiJZJesse ZaneveldSNSvetlana N. YurgelJRJames R. Brown

Dalhousie University · Louisiana State University Health Sciences Center New Orleans · +3 more institutions

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Abstract

One major limitation of microbial community marker gene sequencing is that it does not provide direct information on the functional composition of sampled communities. Here, we present PICRUSt2 ( https://github.com/picrust/picrust2 ), which expands the capabilities of the original PICRUSt method 1 to predict the functional potential of a community based on marker gene sequencing profiles. This updated method and implementation includes several improvements over the previous algorithm: an expanded database of gene families and reference genomes, a new approach now compatible with any OTU-picking or denoising algorithm, and novel phenotype predictions. Upon evaluation, PICRUSt2 was more accurate than PICRUSt1…

Citation impact

732
total citations
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30
Citations per year

Authors

8
  • GM
    Gavin M. Douglas

    Dalhousie University

  • VJ
    Vincent J. Maffei

    Louisiana State University Health Sciences Center New Orleans

  • JZ
    Jesse Zaneveld

    University of Washington

  • SN
    Svetlana N. Yurgel

    Dalhousie University

  • JR
    James R. Brown

    GlaxoSmithKline (United States)

Topics & keywords

Keywords
  • Metagenomics
  • Inference
  • Gene prediction
  • DNA sequencing
  • Reference database
  • Genomics
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