MLTreeMap--accurate Maximum Likelihood placement of environmental DNA sequences into taxonomic and functional reference phylogenies.

Abstract:

BACKGROUND:Shotgun sequencing of environmental DNA is an essential technique for characterizing uncultivated microbes in situ. However, the taxonomic and functional assignment of the obtained sequence fragments remains a pressing problem. RESULTS:Existing algorithms are largely optimized for speed and coverage; in contrast, we present here a software framework that focuses on a restricted set of informative gene families, using Maximum Likelihood to assign these with the best possible accuracy. This framework ('MLTreeMap'; http://mltreemap.org/) uses raw nucleotide sequences as input, and includes hand-curated, extensible reference information. CONCLUSIONS:We discuss how we validated our pipeline using complete genomes as well as simulated and actual environmental sequences.

journal_name

BMC Genomics

journal_title

BMC genomics

authors

Stark M,Berger SA,Stamatakis A,von Mering C

doi

10.1186/1471-2164-11-461

subject

Has Abstract

pub_date

2010-08-05 00:00:00

pages

461

issn

1471-2164

pii

1471-2164-11-461

journal_volume

11

pub_type

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