000 | 02071nam a2200157Ia 4500 | ||
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999 |
_c293623 _d293623 |
||
020 | _a9781405127356 | ||
082 | _a572.8633 CAU-M | ||
100 | _a Helen C Causton | ||
245 | _aMicroarry Gene Expression Data Analysis | ||
260 |
_a Malden, MA _bBlackwell _c2003 |
||
300 | _a viii, 160 pages : illustrations (some color) ; 24 cm | ||
505 | _aThe central dogma of molecular biology -- What are microarrays and how do they work? -- Gene function and drug discovery -- Data generation, processing and analysis: an overview -- Data management -- Experimental design -- Experimental objectives and features of microarray data -- General principles of experimental design -- Reducing the number of variables -- Time courses vs. independent data points -- Replicates and repeated measurements -- Reference samples -- Exogenous ('spiked-in') controls -- Dual labelling/dye swapping -- Validation of results -- Choice and preparation of samples -- Obtaining the appropriate sample -- Strain background -- Mutants -- Reagents -- Sample and sample composition -- Small amounts of sample: RNA amplification and pooling -- Preparation of the labelled extract -- Assessing the quality of the labelled extract -- Choice and design of arrays -- Choice of array platform -- Oligonucleotides vs. PCR products -- Replicate, guide and control features -- Cross-hybridisation -- Hybridisation, scanning and quality control -- Long-term considerations -- Record keeping -- Standardisation -- Image processing, normalisation and data transformation -- Preliminary processing of the data -- Image analysis -- Measuring and reporting expression -- Saturated pixels -- The appropriate number of pixels -- Estimating background -- Reporting expression with Affymetrix GeneChips -- Expression ratios: the starting point for sample comparison -- Transformations of the expression ratio. | ||
650 | _a DNA microarrays. Gene expression -- Research -- Methodology. Oligonucleotide Array Sequence Analysis -- methods. | ||
700 | _a John Quackenbush; Alvis Brazma | ||
942 | _cBK |