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AmpliconDuo (version 1.1.1)

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

Description

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.

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Version

Install

install.packages('AmpliconDuo')

Monthly Downloads

229

Version

1.1.1

License

GPL (>= 3)

Maintainer

Anja Lange

Last Published

May 25th, 2020

Functions in AmpliconDuo (1.1.1)

plotAmpliconduo.set

Frequeny-Frequency Plot Arrangement Focusing On Significant Deviations In Amplicon Occurences
plotORdensity

Probability Density Plot Of Odds Ratios
ampliconfreqs

SSU Amplicon Frequencies Of Different Sampling Sites (Short Version)
site.f

Sampling Site Short Names
plotAmpliconduo

Frequeny-Frequency Plot Focusing On Significant Deviations In Amplicon Occurences
ampliconfreqs.long

SSU Amplicon Frequencies Of Different Sampling Sites
amplicons

Example List of Ampliconduo Data Frames
filter.ampliconduo

AmpliconDuo Amplicon Filter
ampliconduo

Apply Fisher's Exact Tests To Two Amplicon Frequency Sets Of The Same Sample
filter.ampliconduo.set

AmpliconDuo List Amplicon Filter
discordance.delta

Measure Of Discordance Between Two Amplicon Data Sets
AmpliconDuo-package

Statistical Analysis Of Amplicon Data Of The Same Sample To Identify Spurious Amplicons
accepted.amplicons

List Of Amplicon Indices That Passed Filter Criteria