title: GPR-Analyzer: a simple tool for quantitative analysis of hierarchical multispecies microarrays.
abstract: Monitoring of marine microalgae is important to predict and manage harmful algae blooms. It currently relies mainly on light-microscopic identification and enumeration of algal cells, yet several molecular tools are currently being developed to complement traditional methods. MIcroarray Detection of Toxic ALgae (MIDTAL) is an FP7-funded EU project aiming to establish a hierarchical multispecies microarray as one of these tools. Prototype arrays are currently being tested with field samples, yet the analysis of the large quantities of data generated by these arrays presents a challenge as suitable analysis tools or protocols are scarce. This paper proposes a two-part protocol for the analysis of the MIDTAL and other hierarchical multispecies arrays: Signal-to-noise ratios can be used to determine the presence or absence of signals and to identify potential false-positives considering parallel and hierarchical probes. In addition, normalized total signal intensities are recommended for comparisons between microarrays and in order to relate signals for specific probes to cell concentrations using external calibration curves. Hybridization- and probe-specific detection limits can be calculated to help evaluate negative results. The suggested analyses were implemented in "GPR-Analyzer", a platform-independent and graphical user interface-based application, enabling non-specialist users to quickly and quantitatively analyze hierarchical multispecies microarrays. It is available online at http://folk.uio.no/edvardse/gpranalyzer .
authors: Marine Biology, Department of Biology, University of Oslo, P.O. Box 1066, Blindern, 0316, Oslo, Norway, simon.dittami@bio.uio.no.
authors: Simon M
authors: SM
authors: Dittami
authors: Bente
authors: B
authors: Edvardsen
mesh_terms: D004784:Environmental Monitoring / Q000295:instrumentation / Q000379:methods*; D020869:Gene Expression Profiling / Q000379:methods; D057097:Harmful Algal Bloom; D058086:Microalgae / Q000145:classification / Q000235:genetics* / Q000254:growth & development; D009693:Nucleic Acid Hybridization; D020411:Oligonucleotide Array Sequence Analysis; D059629:Signal-To-Noise Ratio; D014876:Water Pollution / Q000032:analysis