Literature DB >> 33568057

GalaxyTrakr: a distributed analysis tool for public health whole genome sequence data accessible to non-bioinformaticians.

Jayanthi Gangiredla1, Hugh Rand2, Daniel Benisatto3, Justin Payne2, Charles Strittmatter2, Jimmy Sanders4, William J Wolfgang5, Kevin Libuit6,7, James B Herrick8, Melanie Prarat9, Magaly Toro10, Thomas Farrell2, Errol Strain11.   

Abstract

BACKGROUND: Processing and analyzing whole genome sequencing (WGS) is computationally intense: a single Illumina MiSeq WGS run produces ~ 1 million 250-base-pair reads for each of 24 samples. This poses significant obstacles for smaller laboratories, or laboratories not affiliated with larger projects, which may not have dedicated bioinformatics staff or computing power to effectively use genomic data to protect public health. Building on the success of the cloud-based Galaxy bioinformatics platform ( http://galaxyproject.org ), already known for its user-friendliness and powerful WGS analytical tools, the Center for Food Safety and Applied Nutrition (CFSAN) at the U.S. Food and Drug Administration (FDA) created a customized 'instance' of the Galaxy environment, called GalaxyTrakr ( https://www.galaxytrakr.org ), for use by laboratory scientists performing food-safety regulatory research. The goal was to enable laboratories outside of the FDA internal network to (1) perform quality assessments of sequence data, (2) identify links between clinical isolates and positive food/environmental samples, including those at the National Center for Biotechnology Information sequence read archive ( https://www.ncbi.nlm.nih.gov/sra/ ), and (3) explore new methodologies such as metagenomics. GalaxyTrakr hosts a variety of free and adaptable tools and provides the data storage and computing power to run the tools. These tools support coordinated analytic methods and consistent interpretation of results across laboratories. Users can create and share tools for their specific needs and use sequence data generated locally and elsewhere.
RESULTS: In its first full year (2018), GalaxyTrakr processed over 85,000 jobs and went from 25 to 250 users, representing 53 different public and state health laboratories, academic institutions, international health laboratories, and federal organizations. By mid-2020, it has grown to 600 registered users and processed over 450,000 analytical jobs. To illustrate how laboratories are making use of this resource, we describe how six institutions use GalaxyTrakr to quickly analyze and review their data. Instructions for participating in GalaxyTrakr are provided.
CONCLUSIONS: GalaxyTrakr advances food safety by providing reliable and harmonized WGS analyses for public health laboratories and promoting collaboration across laboratories with differing resources. Anticipated enhancements to this resource will include workflows for additional foodborne pathogens, viruses, and parasites, as well as new tools and services.

Entities:  

Keywords:  Biosurveillance; Food safety; Galaxy; GenomeTrakr; Genomic surveillance; Public health; Whole genome sequencing

Mesh:

Year:  2021        PMID: 33568057      PMCID: PMC7877046          DOI: 10.1186/s12864-021-07405-8

Source DB:  PubMed          Journal:  BMC Genomics        ISSN: 1471-2164            Impact factor:   3.969


  25 in total

1.  Using Galaxy to perform large-scale interactive data analyses.

Authors:  Jennifer Hillman-Jackson; Dave Clements; Daniel Blankenberg; James Taylor; Anton Nekrutenko
Journal:  Curr Protoc Bioinformatics       Date:  2012-06

Review 2.  Ten recommendations for supporting open pathogen genomic analysis in public health.

Authors:  Allison Black; Duncan R MacCannell; Thomas R Sibley; Trevor Bedford
Journal:  Nat Med       Date:  2020-06-11       Impact factor: 53.440

3.  Determination of Genomic Epidemiology of Historical Clostridium perfringens Outbreaks in New York State by Use of Two Web-Based Platforms: National Center for Biotechnology Information Pathogen Detection and FDA GalaxyTrakr.

Authors:  Jaclyn Carey; Jocelyn Cole; Sai Laxmi Gubbala Venkata; Hannah Hoyt; Lisa Mingle; David Nicholas; Kimberlee A Musser; William J Wolfgang
Journal:  J Clin Microbiol       Date:  2021-01-21       Impact factor: 5.948

4.  Galaxy CloudMan: delivering cloud compute clusters.

Authors:  Enis Afgan; Dannon Baker; Nate Coraor; Brad Chapman; Anton Nekrutenko; James Taylor
Journal:  BMC Bioinformatics       Date:  2010-12-21       Impact factor: 3.169

5.  Buying in to bioinformatics: an introduction to commercial sequence analysis software.

Authors:  David Roy Smith
Journal:  Brief Bioinform       Date:  2014-09-01       Impact factor: 11.622

6.  Harnessing cloud computing with Galaxy Cloud.

Authors:  Enis Afgan; Dannon Baker; Nate Coraor; Hiroki Goto; Ian M Paul; Kateryna D Makova; Anton Nekrutenko; James Taylor
Journal:  Nat Biotechnol       Date:  2011-11-08       Impact factor: 54.908

7.  The International Nucleotide Sequence Database Collaboration.

Authors:  Guy Cochrane; Ilene Karsch-Mizrachi; Toshihisa Takagi
Journal:  Nucleic Acids Res       Date:  2015-12-10       Impact factor: 16.971

8.  The international nucleotide sequence database collaboration.

Authors:  Ilene Karsch-Mizrachi; Toshihisa Takagi; Guy Cochrane
Journal:  Nucleic Acids Res       Date:  2018-01-04       Impact factor: 16.971

9.  Mobyle: a new full web bioinformatics framework.

Authors:  Bertrand Néron; Hervé Ménager; Corinne Maufrais; Nicolas Joly; Julien Maupetit; Sébastien Letort; Sébastien Carrere; Pierre Tuffery; Catherine Letondal
Journal:  Bioinformatics       Date:  2009-08-17       Impact factor: 6.937

10.  SKESA: strategic k-mer extension for scrupulous assemblies.

Authors:  Alexandre Souvorov; Richa Agarwala; David J Lipman
Journal:  Genome Biol       Date:  2018-10-04       Impact factor: 13.583

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  8 in total

1.  Phylogenomic Analysis of Salmonella enterica subsp. enterica Serovar Bovismorbificans from Clinical and Food Samples Using Whole Genome Wide Core Genes and kmer Binning Methods to Identify Two Distinct Polyphyletic Genome Pathotypes.

Authors:  Gopal R Gopinath; Hyein Jang; Junia Jean-Gilles Beaubrun; Jayanthi Gangiredla; Mark K Mammel; Andrea Müller; Sandeep Tamber; Isha R Patel; Laura Ewing; Leah M Weinstein; Caroline Z Wang; Samantha Finkelstein; Flavia Negrete; Tim Muruvanda; Marc Allard; Donald C Sockett; Franco Pagotto; Ben D Tall; Roger Stephan
Journal:  Microorganisms       Date:  2022-06-11

2.  Genomics of Environmental Salmonella: Engaging Students in the Microbiology and Bioinformatics of Foodborne Pathogens.

Authors:  Noah A Greenman; Sophie K Jurgensen; Charles P Holmes; Curtis J Kapsak; Raechel E Davis; William M Maza; Desiree Edemba; Bethany A Esser; Selena M Hise; Tara N Keen; Hunter G Larson; Dominique J Lockwood; Brian Wang; Joseph A Harsh; James B Herrick
Journal:  Front Microbiol       Date:  2021-04-22       Impact factor: 5.640

3.  The Galaxy platform for accessible, reproducible and collaborative biomedical analyses: 2022 update.

Authors: 
Journal:  Nucleic Acids Res       Date:  2022-04-21       Impact factor: 19.160

4.  Species-Specific Quality Control, Assembly and Contamination Detection in Microbial Isolate Sequences with AQUAMIS.

Authors:  Carlus Deneke; Holger Brendebach; Laura Uelze; Maria Borowiak; Burkhard Malorny; Simon H Tausch
Journal:  Genes (Basel)       Date:  2021-04-26       Impact factor: 4.096

5.  Establishment of a Publicly Available Core Genome Multilocus Sequence Typing Scheme for Clostridium perfringens.

Authors:  Mostafa Y Abdel-Glil; Prasad Thomas; Jörg Linde; Keith A Jolley; Dag Harmsen; Lothar H Wieler; Heinrich Neubauer; Christian Seyboldt
Journal:  Microbiol Spectr       Date:  2021-10-27

6.  Characterization of Cronobacter sakazakii Strains Originating from Plant-Origin Foods Using Comparative Genomic Analyses and Zebrafish Infectivity Studies.

Authors:  Hyein Jang; Athmanya Eshwar; Angelika Lehner; Jayanthi Gangiredla; Isha R Patel; Junia Jean-Gilles Beaubrun; Hannah R Chase; Flavia Negrete; Samantha Finkelstein; Leah M Weinstein; Katie Ko; Nicole Addy; Laura Ewing; Jungha Woo; Youyoung Lee; Kunho Seo; Ziad Jaradat; Shabarinath Srikumar; Séamus Fanning; Roger Stephan; Ben D Tall; Gopal R Gopinath
Journal:  Microorganisms       Date:  2022-07-11

Review 7.  The power, potential, benefits, and challenges of implementing high-throughput sequencing in food safety systems.

Authors:  Behzad Imanian; John Donaghy; Tim Jackson; Sanjay Gummalla; Balasubramanian Ganesan; Robert C Baker; Matthew Henderson; Emily K Butler; Yingying Hong; Brendan Ring; Clare Thorp; Ramin Khaksar; Mansour Samadpour; Kahlil A Lawless; Iain MacLaren-Lee; Heather A Carleton; Renmao Tian; Wei Zhang; Jason Wan
Journal:  NPJ Sci Food       Date:  2022-08-16

8.  Genomic Study on Blood Culture Isolates From Patients With Staphylococcus Infection-associated Glomerulonephritis.

Authors:  Pranav S J B Rana; Jihad Aljabban; Melanie Prarat; Preeti Pancholi; Joan Miquel Balada-Llasat; Julie Stephens; Amy Webb; Liang Chen; Sergey V Brodsky; Tibor Nadasdy; Yan Zhang; Samir V Parikh; Daniel J Wozniak; Shu-Hua Wang; Michael Olson; Anjali A Satoskar
Journal:  Kidney Int Rep       Date:  2022-08-05
  8 in total

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