henhaobio
Sign in

bioRxivBioinformatics

PALADIN:Protein Alignment for Functional Profiling Whole Metagenome Shotgun Data

Anthony Westbrook, Jordan Ramsdell, Taruna Aggarwal, Louisa Normington, Daniel Bergeron, W Kelley Thomas, Matthew MacManes

PDFDOIPreprint

Abstract

Whole metagenome shotgun sequencing is a powerful approach for assaying the functional potential of microbial communities. Presently, we lack tools that efficiently and accurately align DNA reads against protein references, the technique necessary for constructing a functional profile. Here, we present PALADIN--a novel modification of Burrows-Wheeler Aligner that provides more accurate alignment and orders-of-magnitude improved efficiency by directly mapping in protein space.

Reproducibility ledger

Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.

Sign in to file a reproducibility report.

Similarity Map
SelectedSame fieldCross-field
THISLaPierre '20Almodaresi '21Brown '17Zhou '18Akhter '16Hera '23
66% semantic matchBioinformatics
Nathan LaPierre, Mohammed Alser, Eleazar Eskin+2 more·Genome biology·Sep 10, 2020· 71 citations