SWAMPy: Simulating SARS-CoV-2 Wastewater Amplicon Metagenomes with Python
William BoultoniD, Fatma Rabia FidaniD, Hubert DeniseiD, Nicola De MaioiD, Nick GoldmaniD
Abstract
MotivationTracking SARS-CoV-2 variants through genomic sequencing has been an important part of the global response to the pandemic. As well as whole-genome sequencing of clinical samples, this surveillance effort has been aided by amplicon sequencing of wastewater samples, which proved effective in real case studies. Because of its relevance to public healthcare decisions, testing and benchmarking wastewater sequencing analysis methods is also crucial, which necessitates a simulator. Although metagenomic simulators exist, none are fit for the purpose of simulating the metagenomes produced through amplicon sequencing of wastewater. ResultsOur new simulation tool, SWAMPy (Simulating SARS-CoV-2 Wastewater Amplicon Metagenomes with Python), is intended to provide realistic simulated SARS-CoV-2 wastewater sequencing datasets with which other programs that rely on this type of data can be evaluated and improved. AvailabilityThe code for this project is available at https://github.com/goldman-gp-ebi/SWAMPy It can be installed on any Unix-based operating system and is available under the GPL-v3 license.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 0
- 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
- Comparison of three tiled amplicon sequencing approaches for SARS-CoV-2 variant detection from wastewater
Megan E. J. Lott, Amanda H. Sullivan, … Erin K. Lipp·bioRxiv·Jun 16, 2024
- Tracking SARS-CoV-2 variants of concern in wastewater: an assessment of nine computational tools using simulated genomic data
Steven G. Sutcliffe, Susanne A. Kraemer, … B. Jesse Shapiro·Microbial GenomicsPeer-reviewed·May 24, 2024
- Performance of amplicon and capture based next-generation sequencing approaches for the epidemiological surveillance of Omicron SARS-CoV-2 and other variants of concern.
C. Davina-Nunez, S. Perez, … B. Regueiro-Garcia·bioRxiv·Jul 14, 2023
- A Rapid, Cost-Effective Tailed Amplicon Method for Sequencing SARS-CoV-2
Daryl M. Gohl, John Garbe, … Kenneth B. Beckman·BMC GenomicsPeer-reviewed·Dec 1, 2020
- Impact of reference design on estimating SARS-CoV-2 lineage abundances from wastewater sequencing data
Eva Aßmann, Shelesh Agrawal, … Martin Hölzer·GigaSciencePeer-reviewed·Jan 1, 2024
- DNA spike-ins enable confident interpretation of SARS-CoV-2 genomic data from amplicon-based sequencing
Kim A. Lagerborg, Erica Normandin, … Katherine J. Siddle·bioRxiv·Mar 16, 2021