Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
  • DOI references
    Found 2 DOI reference(s) in README
  • Academic publication links
    Links to: pubmed.ncbi, ncbi.nlm.nih.gov
  • Committers with academic emails
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (11.8%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

Basic Info
  • Host: GitHub
  • Owner: CDCgov
  • License: apache-2.0
  • Language: Groovy
  • Default Branch: master
  • Size: 4.43 MB
Statistics
  • Stars: 2
  • Watchers: 2
  • Forks: 3
  • Open Issues: 2
  • Releases: 3
Created over 3 years ago · Last pushed over 2 years ago
Metadata Files
Readme Contributing License Code of conduct Citation

README.md

CDCgov GitHub Organization Open Source Project

General disclaimer This repository was created for use by CDC programs to collaborate on public health related projects in support of the CDC mission. GitHub is not hosted by the CDC, but is a third party website used by CDC and its partners to share information and collaborate on software. CDC use of GitHub does not imply an endorsement of any one particular service, product, or enterprise.

Organization:
CDC/NCEZID/DVBD

Contact:
Lynn M Osikowicz
vir5@cdc.gov

Overview

This bioinformatics pipeline identifies and summarizes amplicon sequences produced by the multiplex PCR amplicon sequencing (MPAS) described by Hojgaard et. al (2020). The MPAS assay was originally designed to detect microbial genera that contain known human pathogens found in Ixodes ticks (Borrelia spp. Babesia spp., Anaplasma spp. Ehrlichia spp.). This pipeline is implemented in Nextflow and performs QC analysis, primer trimming, error correction, alignment to reference sequences, NCBI BLAST of unaligned sequences, phylogenetic tree creation of aligned sequences, and report generation.

To run this pipeline, see pipeline instructions

This pipeline was developed by Mark Stenglein from Colorado State University in collaboration with Lynn Osikowicz, Sarah Maes, Andrias Hojgaard, and Becky Eisen from the CDC's Division of Vector-Borne Diseases.

Public Domain Standard Notice

This repository constitutes a work of the United States Government and is not subject to domestic copyright protection under 17 USC § 105. This repository is in the public domain within the United States, and copyright and related rights in the work worldwide are waived through the CC0 1.0 Universal public domain dedication. All contributions to this repository will be released under the CC0 dedication. By submitting a pull request you are agreeing to comply with this waiver of copyright interest.

License Standard Notice

The repository utilizes code licensed under the terms of the Apache Software License and therefore is licensed under ASL v2 or later.

This source code in this repository is free: you can redistribute it and/or modify it under the terms of the Apache Software License version 2, or (at your option) any later version.

This source code in this repository is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the Apache Software License for more details.

You should have received a copy of the Apache Software License along with this program. If not, see http://www.apache.org/licenses/LICENSE-2.0.html

The source code forked from other open source projects will inherit its license.

Privacy Standard Notice

This repository contains only non-sensitive, publicly available data and information. All material and community participation is covered by the Disclaimer and Code of Conduct. For more information about CDC's privacy policy, please visit http://www.cdc.gov/other/privacy.html.

Contributing Standard Notice

Anyone is encouraged to contribute to the repository by forking and submitting a pull request. (If you are new to GitHub, you might start with a basic tutorial.) By contributing to this project, you grant a world-wide, royalty-free, perpetual, irrevocable, non-exclusive, transferable license to all users under the terms of the Apache Software License v2 or later.

All comments, messages, pull requests, and other submissions received through CDC including this GitHub page may be subject to applicable federal law, including but not limited to the Federal Records Act, and may be archived. Learn more at http://www.cdc.gov/other/privacy.html.

Records Management Standard Notice

This repository is not a source of government records, but is a copy to increase collaboration and collaborative potential. All government records will be published through the CDC web site.

Additional Standard Notices

Please refer to CDC's Template Repository for more information about contributing to this repository, public domain notices and disclaimers, and code of conduct.

Pipeline References

Hojgaard, A., Osikowicz, L. M., Eisen, L., & Eisen, R. J. (2020). Evaluation of a novel multiplex PCR amplicon sequencing assay for detection of human pathogens in Ixodes ticks. Ticks and tick-borne diseases, 11(6), 101504. doi:10.1016/j.ttbdis.2020.101504. PMID: 32993925.

Osikowicz LM, Hojgaard A, Maes S, Eisen RJ, Stenglein MD. A bioinformatics pipeline for a tick pathogen surveillance multiplex amplicon sequencing assay. Ticks Tick Borne Dis. 2023 Sep;14(5):102207. doi: 10.1016/j.ttbdis.2023.102207. Epub 2023 May 27. PMID: 37247570.

Owner

  • Name: Centers for Disease Control and Prevention
  • Login: CDCgov
  • Kind: organization
  • Email: data@cdc.gov
  • Location: Atlanta, GA

CDC's collaborative software projects to protect America from health, safety, and security threats, both foreign and in the U.S.

Citation (CITATIONS.md)

# Citations

## [The MPAS amplicon sequencing strategy](https://pubmed.ncbi.nlm.nih.gov/32993925/)

> Hojgaard A, Osikowicz LM, Eisen L, Eisen RJ. Evaluation of a novel multiplex PCR amplicon sequencing assay for detection of human pathogens in Ixodes ticks.  Ticks Tick Borne Dis. 2020 Nov;11(6):101504. doi: 10.1016/j.ttbdis.2020.101504.  Epub 2020 Jul 2. PMID: 32993925.  

## Paper describing the pipeline

[This paper desribes the pipeline and its validation](https://pubmed.ncbi.nlm.nih.gov/37247570/) 

> Osikowicz LM, Hojgaard A, Maes S, Eisen RJ, Stenglein MD. A bioinformatics pipeline for a tick pathogen surveillance multiplex amplicon sequencing assay.  Ticks Tick Borne Dis. 2023 Sep;14(5):102207. doi: 10.1016/j.ttbdis.2023.102207.  Epub 2023 May 27. PMID: 37247570.

## [Nextflow](https://pubmed.ncbi.nlm.nih.gov/28398311/)

> Di Tommaso P, Chatzou M, Floden EW, Barja PP, Palumbo E, Notredame C. Nextflow enables reproducible computational workflows. Nat Biotechnol. 2017 Apr 11;35(4):316-319. doi: 10.1038/nbt.3820. PubMed PMID: 28398311.

## Pipeline tools

- [FastQC](https://www.bioinformatics.babraham.ac.uk/projects/fastqc/)

- [MultiQC](https://pubmed.ncbi.nlm.nih.gov/27312411/)

  > Ewels P, Magnusson M, Lundin S, Käller M. MultiQC: summarize analysis results for multiple tools and samples in a single report. Bioinformatics. 2016 Oct 1;32(19):3047-8. doi: 10.1093/bioinformatics/btw354. Epub 2016 Jun 16. PubMed PMID: 27312411; PubMed Central PMCID: PMC5039924.

- [Cutadapt](https://journal.embnet.org/index.php/embnetjournal/article/view/200/479)

  > Marcel, M. Cutadapt removes adapter sequences from high-throughput sequencing reads. EMBnet. journal 17.1 (2011): pp-10. doi: 10.14806/ej.17.1.200.

- [DADA2](https://pubmed.ncbi.nlm.nih.gov/27214047/)

  > Callahan BJ, McMurdie PJ, Rosen MJ, Han AW, Johnson AJ, Holmes SP. DADA2: High-resolution sample inference from Illumina amplicon data. Nat Methods. 2016 Jul;13(7):581-3. doi: 10.1038/nmeth.3869. Epub 2016 May 23. PMID: 27214047; PMCID: PMC4927377.

- [BLAST](https://pubmed.ncbi.nlm.nih.gov/2231712/)

  > Altschul SF, Gish W, Miller W, Myers EW, Lipman DJ. Basic local alignment search tool. J Mol Biol. 1990 Oct 5;215(3):403-10. doi: 10.1016/S0022-2836(05)80360-2. PMID: 2231712.

  > See also: [Full list of BLAST references](https://blast.ncbi.nlm.nih.gov/doc/blast-help/references.html#references)

- [MAFFT](https://pubmed.ncbi.nlm.nih.gov/23329690/)

  > Katoh K, Standley DM. MAFFT multiple sequence alignment software version 7: improvements in performance and usability. Mol Biol Evol. 2013 Apr;30(4):772-80. doi: 10.1093/molbev/mst010. Epub 2013 Jan 16. PMID: 23329690; PMCID: PMC3603318.

- [IQ-TREE](https://pubmed.ncbi.nlm.nih.gov/25371430/)

  >  Nguyen LT, Schmidt HA, von Haeseler A, Minh BQ. IQ-TREE: a fast and effective stochastic algorithm for estimating maximum-likelihood phylogenies. Mol Biol Evol. 2015 Jan;32(1):268-74. doi: 10.1093/molbev/msu300. Epub 2014 Nov 3. PMID: 25371430; PMCID: PMC4271533.

GitHub Events

Total
  • Release event: 1
  • Push event: 1
  • Fork event: 2
Last Year
  • Release event: 1
  • Push event: 1
  • Fork event: 2

Committers

Last synced: 8 months ago

All Time
  • Total Commits: 18
  • Total Committers: 2
  • Avg Commits per committer: 9.0
  • Development Distribution Score (DDS): 0.056
Past Year
  • Commits: 0
  • Committers: 0
  • Avg Commits per committer: 0.0
  • Development Distribution Score (DDS): 0.0
Top Committers
Name Email Commits
Lynn Osikowicz 1****5 17
Brian Lee b****e@g****m 1

Issues and Pull Requests

Last synced: 8 months ago

All Time
  • Total issues: 0
  • Total pull requests: 3
  • Average time to close issues: N/A
  • Average time to close pull requests: less than a minute
  • Total issue authors: 0
  • Total pull request authors: 2
  • Average comments per issue: 0
  • Average comments per pull request: 0.0
  • Merged pull requests: 1
  • Bot issues: 0
  • Bot pull requests: 2
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Top Authors
Issue Authors
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  • dependabot[bot] (2)
  • vir5 (1)
Top Labels
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dependencies (2)

Dependencies

lib/requirements.txt pypi
  • Pillow ==9.5.0
  • arrow ==1.2.3
  • certifi ==2023.5.7
  • charset-normalizer ==3.1.0
  • custom-inherit ==2.4.1
  • et-xmlfile ==1.1.0
  • future ==0.18.3
  • idna ==3.4
  • multipledispatch ==0.6.0
  • numpy ==1.22.1
  • openpyxl ==3.0.10
  • pandas ==1.3.5
  • pypng ==0.20220715.0
  • python-dateutil ==2.8.2
  • pytz ==2023.3
  • reportlab ==3.6.13
  • requests ==2.30.0
  • six ==1.16.0
  • toyplot ==1.0.1
  • toytree ==2.0.1
  • urllib3 ==2.0.2