The Real-time PCR Data Markup Language (RDML) is a structured and universal data standard for exchanging quantitative PCR (qPCR) data. Together with the accompanying guidelines for Minimal Information (MIQPCR), the data standard should contain sufficient information to understand the experimental setup, re-analyse the data and interpret the results. The data standard is a flat text file in Extensible Markup Language (XML) and enables transparent exchange of annotated qPCR data between instrument software and third-party data analysis packages, between colleagues and collaborators, and between authors, peer reviewers, journals and readers. To support the public acceptance of this standard, both an on-line RDML file generator is available for end users, as well as RDML software libraries to be used by software developers, enabling import and export of RDML data files.



The RDML-consortium was founded to develop a universal data format for real-time PCR data, named RDML (Real-time PCR Data Markup Language). The intention to design an universal data format is based on the experience that it is difficult to share qPCR data between different laboratories and users, or exchange data between different software packages or analysis tools.

The problem is founded in the data collection software packages that, depending on the company that provides these with their instrument(s), save data in a proprietary format and allow to export information in various file formats (.CSV, .TXT, .XLS), with different layout and data field terminology.

A common universal format would allow easy exchange of raw annotated data between different laboratories. It would make it possible to include qPCR data in scientific papers, allowing both reviewers and readers to re-analyse the data, similar to the MIAME guidelines propose for microarray experiments (Brazma et al., Nat Genet., 2001; see publication below).

In principle, the universal data format should contain sufficient information to understand the experimental setup, re-analyse the data and interpret the results. The data format is a flat text file in Extensible Markup Language (XML), termed RDML, an acronym for "Real-time PCR Data Markup Language". The file extension is *.rdml or *.rdm. The format is independent of computer hardware, operating system or available software package, and can be extended in the future to include additional information if required.

You can find the RDML schema  here.

Contact information  here



Minimum information about a microarray experiment (MIAME)-toward standards for microarray data.

Brazma A, Hingamp P, Quackenbush J, Sherlock G, Spellman P, Stoeckert C, Aach J, Ansorge W, Ball CA, Causton HC, Gaasterland T, Glenisson P, Holstege FC, Kim IF, Markowitz V, Matese JC, Parkinson H, Robinson A, Sarkans U, Schulze-Kremer S, Stewart J, Taylor R, Vilo J, Vingron M.
Nat Genet. 2001 29(4): 365-3671

Comment in:  Nat Genet. 2001 Dec;29(4):373. Nat Genet. 2006 38(10):1089.


European Bioinformatics Institute, EMBL outstation, Wellcome Trust Genome Campus, Hinxton, Cambridge CB10 1SD, UK.

Microarray analysis has become a widely used tool for the generation of gene expression data on a genomic scale. Although many significant results have been derived from microarray studies, one limitation has been the lack of standards for presenting and exchanging such data. Here we present a proposal, the Minimum Information About a Microarray Experiment (MIAME), that describes the minimum information required to ensure that microarray data can be easily interpreted and that results derived from its analysis can be independently verified. The ultimate goal of this work is to establish a standard for recording and reporting microarray-based gene expression data, which will in turn facilitate the establishment of databases and public repositories and enable the development of data analysis tools. With respect to MIAME, we concentrate on defining the content and structure of the necessary information rather than the technical format for capturing it.


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