Importing Real-Time Thermo Cycler (qPCR) Data from RDML Format Files

Imports real-time thermo cycler (qPCR) data from Real-time PCR Data Markup Language (RDML) and transforms to the appropriate formats of the 'qpcR' and 'chipPCR' packages. Contains a dendrogram visualization for the structure of RDML object and GUI for RDML editing.

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The RDML package is published in Oxford Bioinformatics: Stefan Rödiger, Michał Burdukiewicz, Andrej-Nikolai Spiess, Konstantin Blagodatskikh; Enabling reproducible real-time quantitative PCR research: the RDML package, Bioinformatics, (see also citation()).

Imports qPCR data from RDML v1.1 format files (Lefever et al. 2009) and transforms it to the appropriate format of the qpcR package (Ritz et al. 2008, Spiess et al. 2008) or chipPCR package. RDML (Real-time PCR Data Markup Language) is the recommended file format element in the Minimum Information for Publication of Quantitative Real-Time PCR Experiments (MIQE) guidelines (Bustin et al. 2009).

The stable version of the RDML package for R is hosted on CRAN and can be installed as any R package.

You can install the latest development version of the code using the devtools R package.

# Install devtools, if you haven't already.


The manual is available online.


RDML imports various data formats (CSV, XMLX) besides the RDML format. Provided that the raw data have a defined structure (as described in the vignette) the import should be done by a few clicks. The example below shows the import of amplification curve data, which were stored in a CSV file. The function rdmlEdit() was used in the RKWard IDE/GUI for further processing. rdmlEdit may be also accessed as a web server (

Data Import

Once imported enables rdmlEdit() and other functions from the RDML package complex data visualization and processing in the R statistical computing environment.

Data View


Reference manual

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1.0 by Konstantin A. Blagodatskikh, a year ago

Browse source code at

Authors: Konstantin A. Blagodatskikh [cre, aut] , Stefan Roediger [aut] , Michal Burdukiewicz [aut] , Andrej-Nikolai Spiess [aut]

Documentation:   PDF Manual  

MIT + file LICENSE license

Imports checkmate, data.table, pipeR, readxl, rlist, R6, stringr, tools, xml2, lubridate

Suggests chipPCR, magrittr, reshape2, qpcR, dplyr, ggplot2, knitr, kfigr, MBmca, shiny, shinyjs, shinythemes, shinyMolBio, V8, testthat

Imported by shinyMolBio.

Suggested by PCRedux, chipPCR.

See at CRAN