Download e-book for kindle: Analysis of Microarray Gene Expression Data by Mei-Ling Ting Lee

By Mei-Ling Ting Lee

ISBN-10: 1402077882

ISBN-13: 9781402077883

After genomic sequencing, microarray know-how has emerged as a frequent platform for genomic experiences within the lifestyles sciences. Microarray expertise offers a scientific technique to survey DNA and RNA version. With the abundance of knowledge made out of microarray stories, even if, the final word impression of the reviews on biology will count seriously on facts mining and statistical research. The contribution of this ebook is to supply readers with an built-in presentation of assorted themes on studying microarray data.

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The scanner software then displays a composite colored image for multidye hybridizations. The goal is to measure, for each spot on the array, the relative amount of fluorescence from each dye hybridized with its target. Next, the probe spots have to be identified and the fluorescence intensities quantified from the high-resolution image. The process of scanning spotted cDNA microarray images can be sep­ arated into three tasks, including gridding, segmentation, and intensity extraction. Gridding or addressing is the process of assigning coordinates to each of the spots.

The choice of target labeling strategy for both spotted ar­ rays and in-situ oligonucleotide arrays must ensure that the probes and the labeled targets are complementary. In the simplest labeling strat­ egy, a fluorescent dye-modified nucleotide is incorporated in the reverse transcription of mRNA to cDNA. The reverse transcription needs to be primed by a hybridized short oligonucleotide primer. The primer can be either an oligo-dT (usually 12-18 nucleotides long) that anneals to the poly-A tail of eukaryotic mRNAs or a random primer (typically 6 nucleotides long) that will initiate reverse transcription at random sites along the mRNA.

Other genes may be rendered unreadable or, to suit the functions of the organism, readable only at particular moments and under particular external conditions. The signal that masks or unmasks a gene may come from outside the cell; for example, from a nutrient or a hormone. Special regulatory sequences in the DNA dictate whether a gene will respond to the signals, and they in turn affect the transcription 16 ANALYSIS OF MICROARRAY GENE EXPRESSION DATA of the protein-encoding gene. Understanding which genes are expressed under which condition gives invaluable information about the biological processes in the cell.

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Analysis of Microarray Gene Expression Data by Mei-Ling Ting Lee

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