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
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.
02 /Specification & Classification
Click any tag to browse matching papers- Assay
- Research Focus
- Approach
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.
Related papers
- Metalign: Efficient alignment-based metagenomic profiling via containment min hash
Nathan LaPierre, Mohammed Alser, … Serghei Mangul·Genome biologyPeer-reviewed·Sep 10, 2020
- Puffaligner: An Efficient and Accurate Aligner Based on the Pufferfish Index
Fatemeh Almodaresi, Mohsen Zakeri, Rob Patro·BioinformaticsPeer-reviewed·Jun 11, 2021
- Fast functional annotation of metagenomic shotgun data by DNA alignment to a microbial gene catalog
Stuart M. Brown, Yuhan Hao, … Zhiheng Pei·bioRxiv·Mar 25, 2017
- ReprDB and panDB: minimalist databases with maximal microbial representation
Wei Lan Zhou, Nicole R. Gay, Julia Oh·MicrobiomePeer-reviewed·Jan 18, 2018
- Qudaich: A smart sequence aligner
Sajia Akhter, Robert A Edwards·bioRxiv·Jun 24, 2016
- Fast, lightweight, and accurate metagenomic functional profiling using FracMinHash sketches
Mahmudur Rahman Hera, Shaopeng Liu, … David Koslicki·bioRxiv·Nov 6, 2023