PhylArray: phylogenetic probe design algorithm for microarray.

MOTIVATION Microbial diversity is still largely unknown in most environments, such as soils. In order to get access to this microbial 'black-box', the development of powerful tools such as microarrays are necessary. However, the reliability of this approach relies on probe efficiency, in particular sensitivity, specificity and explorative power, in order to obtain an image of the microbial communities that is close to reality. RESULTS We propose a new probe design algorithm that is able to select microarray probes targeting SSU rRNA at any phylogenetic level. This original approach, implemented in a program called 'PhylArray', designs a combination of degenerate and non-degenerate probes for each target taxon. Comparative experimental evaluations indicate that probes designed with PhylArray yield a higher sensitivity and specificity than those designed by conventional approaches. Applying the combined PhyArray/GoArrays strategy helps to optimize the hybridization performance of short probes. Finally, hybridizations with environmental targets have shown that the use of the PhylArray strategy can draw attention to even previously unknown bacteria.

[1]  Guy Perrière,et al.  The European ribosomal RNA database , 2004, Nucleic Acids Res..

[2]  Pascal Simonet,et al.  Development and validation of a prototype 16S rRNA-based taxonomic microarray for Alphaproteobacteria. , 2006, Environmental microbiology.

[3]  K. Schleifer,et al.  ARB: a software environment for sequence data. , 2004, Nucleic acids research.

[4]  Heribert Insam,et al.  Design and application of an oligonucleotide microarray for the investigation of compost microbial communities. , 2005, Journal of microbiological methods.

[5]  David R. C. Hill,et al.  GoArrays: highly dynamic and efficient microarray probe design , 2005, Bioinform..

[6]  Michael Wagner,et al.  16S rRNA Gene-Based Oligonucleotide Microarray for Environmental Monitoring of the Betaproteobacterial Order “Rhodocyclales” , 2005, Applied and Environmental Microbiology.

[7]  J. Fry,et al.  PRIMROSE: a computer program for generating and estimating the phylogenetic range of 16S rRNA oligonucleotide probes and primers in conjunction with the RDP-II database. , 2002, Nucleic acids research.

[8]  A. Ehrenreich DNA microarray technology for the microbiologist: an overview , 2006, Applied Microbiology and Biotechnology.

[9]  Jizhong Zhou,et al.  Empirical Establishment of Oligonucleotide Probe Design Criteria , 2005, Applied and Environmental Microbiology.

[10]  D. Tautz,et al.  Tests of rRNA hybridization to microarrays suggest that hybridization characteristics of oligonucleotide probes for species discrimination cannot be predicted , 2006, Nucleic Acids Research.

[11]  Jizhong Zhou,et al.  Microarray Applications in Microbial Ecology Research , 2006, Microbial Ecology.

[12]  Jiasen Lu,et al.  Assessment of the sensitivity and specificity of oligonucleotide (50mer) microarrays. , 2000, Nucleic acids research.

[13]  John J. Kelly,et al.  Optimization of Single-Base-Pair Mismatch Discrimination in Oligonucleotide Microarrays , 2003, Applied and Environmental Microbiology.

[14]  L. Øvreås,et al.  Microbial diversity and function in soil: from genes to ecosystems. , 2002, Current opinion in microbiology.

[15]  L. Bodrossy,et al.  Oligonucleotide microarrays in microbial diagnostics. , 2004, Current opinion in microbiology.

[16]  K. Schleifer,et al.  Phylogenetic identification and in situ detection of individual microbial cells without cultivation. , 1995, Microbiological reviews.

[17]  P. Sassone-Corsi,et al.  Computational Improvements Reveal Great Bacterial Diversity and High Metal Toxicity in Soil , 2022 .

[18]  R. Amann,et al.  Flow Cytometric Analysis of the In Situ Accessibility of Escherichia coli 16S rRNA for Fluorescently Labeled Oligonucleotide Probes , 1998, Applied and Environmental Microbiology.

[19]  John Dunbar,et al.  Levels of Bacterial Community Diversity in Four Arid Soils Compared by Cultivation and 16S rRNA Gene Cloning , 1999, Applied and Environmental Microbiology.

[20]  James R. Cole,et al.  The Ribosomal Database Project (RDP-II): sequences and tools for high-throughput rRNA analysis , 2004, Nucleic Acids Res..

[21]  F. Glöckner,et al.  A DNA Microarray Platform Based on Direct Detection of rRNA for Characterization of Freshwater Sediment-Related Prokaryotic Communities , 2006, Applied and Environmental Microbiology.

[22]  Jason D. Gans,et al.  Computational Improvements Reveal Great Bacterial Diversity and High Metal Toxicity in Soil , 2005, Science.

[23]  Jizhong Zhou,et al.  Selection of optimal oligonucleotide probes for microarrays using multiple criteria, global alignment and parameter estimation , 2005, Nucleic acids research.

[24]  Eoin L. Brodie,et al.  Greengenes, a Chimera-Checked 16S rRNA Gene Database and Workbench Compatible with ARB , 2006, Applied and Environmental Microbiology.

[25]  Gary S. Sayler,et al.  Optimization of Differential Display of Prokaryotic mRNA: Application to Pure Culture and Soil Microcosms , 1998, Applied and Environmental Microbiology.

[26]  Laurent Duret,et al.  ROSO: optimizing oligonucleotide probes for microarrays , 2004, Bioinform..

[27]  C. D. Clegg,et al.  Influence of Inorganic Nitrogen Management Regime on the Diversity of Nitrite-Oxidizing Bacteria in Agricultural Grassland Soils , 2005, Applied and Environmental Microbiology.

[28]  Levente Bodrossy,et al.  Highly parallel microbial diagnostics using oligonucleotide microarrays. , 2006, Clinica chimica acta; international journal of clinical chemistry.

[29]  Eric K. Nordberg,et al.  YODA: selecting signature oligonucleotides , 2005, Bioinform..

[30]  A I Saeed,et al.  TM4: a free, open-source system for microarray data management and analysis. , 2003, BioTechniques.

[31]  Jizhong Zhou,et al.  Evaluation of 50-mer oligonucleotide arrays for detecting microbial populations in environmental samples. , 2004, BioTechniques.

[32]  Kuo-Bin Li,et al.  ClustalW-MPI: ClustalW analysis using distributed and parallel computing , 2003, Bioinform..

[33]  James R. Cole,et al.  The ribosomal database project (RDP-II): introducing myRDP space and quality controlled public data , 2006, Nucleic Acids Res..

[34]  Alexander Schliep,et al.  Decoding non-unique oligonucleotide hybridization experiments of targets related by a phylogenetic tree , 2006, ISMB.

[35]  J. Thompson,et al.  CLUSTAL W: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. , 1994, Nucleic acids research.