Related Experiment Video
Updated: May 10, 2026
12:37
Pyrosequencing for Microbial Identification and Characterization
Published on: August 22, 2013
AdvISER-PYRO: Amplicon Identification using SparsE Representation of PYROsequencing signal
Jérôme Ambroise1, Anne-Sophie Piette, Cathy Delcorps
1Center for Applied Molecular Technologies, Institut de Recherche Expérimentale et Clinique, Université catholique de Louvain, Clos Chapelle-aux-Champs 30, Brussels, Belgium. jerome.ambroise@uclouvain.be
Bioinformatics (Oxford, England)
|June 18, 2013
Summary
A new algorithm, AdvISER-PYRO, improves pyrosequencing accuracy for low-intensity signals and complex amplicon mixtures. This automated tool enhances nucleotide sequence conversion, overcoming limitations of standard pyrosequencing software.
Area of Science:
- Bioinformatics
- Genomic Sequencing
- Computational Biology
Background:
- Pyrosequencing signal analysis faces challenges with low signal intensities and complex amplicon mixtures, leading to inaccurate nucleotide sequence generation.
- Existing pyrosequencing software often fails in these challenging scenarios, necessitating improved analytical methods.
Purpose of the Study:
- To develop the AdvISER-PYRO algorithm for automated, fast, and reliable analysis of pyrosequencing signals.
- To overcome the limitations of standard software in converting challenging pyrosequencing signals into accurate nucleotide sequences.
Main Methods:
- Development of the AdvISER-PYRO algorithm.
- Implementation of the algorithm in an R package for broad clinical application.
Main Results:
- AdvISER-PYRO significantly outperformed standard pyrosequencing software in converting Single Amplicon Sample (SAS) signals (97.2% vs. 56.5%).
- The algorithm also showed superior performance in translating Multiple Amplicon Sample (MAS) signals into correct sequence pairs (74.5%).
Conclusions:
- AdvISER-PYRO offers a robust solution for accurate pyrosequencing signal analysis, particularly in challenging low-signal or multiplex scenarios.
- The R package implementation makes AdvISER-PYRO accessible for diverse clinical applications, including multiplex pyrosequencing and tumor heterogeneity analysis.
Related Concept Videos
03:21RNA-seq
RNA sequencing, or RNA-Seq, is a high-throughput sequencing technology used to study the transcriptome of a cell. Transcriptomics helps to interpret the functional elements of a genome and identify the molecular constituents of an organism. Additionally, it also helps in understanding the development of an organism and the occurrence of diseases.
Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while microarray-based...
Before the discovery of RNA-seq, microarray-based methods and Sanger sequencing were used for transcriptome analysis. However, while microarray-based...
03:00Next-generation Sequencing
The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features.
Next-Generation Sequencing Methods
Although all next-generation methods use different technologies, they all share a set of standard features.