ArticleBMC bioinformatics2008
MPDA: microarray pooled DNA analyzer.
Article in BMC bioinformatics, 2008. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- An integrated analysis tool for analyzing hybridization intensities and genotypes using new-generation population-optimized human arrays.BMC genomics · 2016Article
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- UPDG: utilities package for data analysis of pooled DNA GWAS.BMC genetics · 2012Article
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- The efficacy of detecting variants with small effects on the Affymetrix 6.0 platform using pooled DNA.Human genetics · 2011Article
- GPFrontend and GPGraphics: graphical analysis tools for genetic association studies.BMC bioinformatics · 2010Article
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- Rapid assessment of genetic ancestry in populations of unknown origin by genome-wide genotyping of pooled samples.PLoS genetics · 2010Article
- Statistical comparison framework and visualization scheme for ranking-based algorithms in high-throughput genome-wide studies.Journal of computational biology : a journal of computational molecular cell biology · 2009Article
- The SNPMaP package for R: a framework for genome-wide association using DNA pooling on microarrays.Bioinformatics (Oxford, England) · 2009Article
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Authors and funding
9 authors.
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Abstract
backgroundMicroarray-based pooled DNA experiments that combine the merits of DNA pooling and gene chip technology constitute a pivotal advance in biotechnology. This new technique uses pooled DNA, thereby reducing costs associated with the typing of DNA from numerous individuals. Moreover, use of an oligonucleotide gene chip reduces costs related to processing various DNA segments (e.g., primers, reagents). Thus, the technique provides an overall cost-effective solution for large-scale genomic/genetic research. However, few publicly shared tools are available to systematically analyze the rapidly accumulating volume of whole-genome pooled DNA data.
resultsWe propose a generalized concept of pooled DNA and present a user-friendly tool named Microarray Pooled DNA Analyzer (MPDA) that we developed to analyze hybridization intensity data from microarray-based pooled DNA experiments. MPDA enables whole-genome DNA preferential amplification/hybridization analysis, allele frequency estimation, association mapping, allelic imbalance detection, and permits integration with shared data resources online. Graphic and numerical outputs from MPDA support global and detailed inspection of large amounts of genomic data. Four whole-genome data analyses are used to illustrate the major functionalities of MPDA. The first analysis shows that MPDA can characterize genomic patterns of preferential amplification/hybridization and provide calibration information for pooled DNA data analysis. The second analysis demonstrates that MPDA can accurately estimate allele frequencies. The third analysis indicates that MPDA is cost-effective and reliable for association mapping. The final analysis shows that MPDA can identify regions of chromosomal aberration in cancer without paired-normal tissue.
conclusionMPDA, the software that integrates pooled DNA association analysis and allelic imbalance analysis, provides a convenient analysis system for extensive whole-genome pooled DNA data analysis. The software, user manual and illustrated examples are freely available online at the MPDA website listed in the Availability and requirements section.
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