Package: AmpliconDuo 1.1.1

AmpliconDuo: Statistical Analysis of Amplicon Data of the Same Sample to Identify Artefacts

Increasingly powerful techniques for high-throughput sequencing open the possibility to comprehensively characterize microbial communities, including rare species. However, a still unresolved issue are the substantial error rates in the experimental process generating these sequences. To overcome these limitations we propose an approach, where each sample is split and the same amplification and sequencing protocol is applied to both halves. This procedure should allow to detect likely PCR and sequencing artifacts, and true rare species by comparison of the results of both parts. The AmpliconDuo package, whereas amplicon duo from here on refers to the two amplicon data sets of a split sample, is intended to help interpret the obtained read frequency distribution across split samples, and to filter the false positive reads.

Authors:Anja Lange [aut, cre], Daniel Hoffmann [aut]

AmpliconDuo_1.1.1.tar.gz
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AmpliconDuo_1.1.1.tgz(r-4.4-any)AmpliconDuo_1.1.1.tgz(r-4.3-any)
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AmpliconDuo.pdf |AmpliconDuo.html
AmpliconDuo/json (API)

# Install 'AmpliconDuo' in R:
install.packages('AmpliconDuo', repos = c('https://anla8000.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Datasets:
  • ampliconfreqs - SSU Amplicon Frequencies Of Different Sampling Sites
  • ampliconfreqs - SSU Amplicon Frequencies Of Different Sampling Sites
  • amplicons - Example List of Ampliconduo Data Frames
  • site.f - Sampling Site Short Names

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

8 exports 1.00 score 29 dependencies 3 mentions 15 scripts 226 downloads

Last updated 4 years agofrom:62025005eb. Checks:OK: 3 NOTE: 4. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 28 2024
R-4.5-winNOTEAug 28 2024
R-4.5-linuxNOTEAug 28 2024
R-4.4-winNOTEAug 28 2024
R-4.4-macNOTEAug 28 2024
R-4.3-winOKAug 28 2024
R-4.3-macOKAug 28 2024

Exports:accepted.ampliconsampliconduodiscordance.deltafilter.ampliconduofilter.ampliconduo.setplotAmpliconduoplotAmpliconduo.setplotORdensity

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithrxtable