A cell and its population of genes :. DNA forms double strands by a process called hybridization:

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cell and its population of genes:

Transcript of A cell and its population of genes :. DNA forms double strands by a process called hybridization:

Page 1: A cell and its population of genes :. DNA forms double strands by a process called hybridization:

A cell and its population of genes:

Page 2: A cell and its population of genes :. DNA forms double strands by a process called hybridization:

DNA forms double strands by a process calledhybridization:

Page 3: A cell and its population of genes :. DNA forms double strands by a process called hybridization:

Labeling

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Hybridization

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m109 oligo

placenta complex

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2 color fluoresent dye labeled mRNA

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Affymetrix oligonucleotide arrays

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• Illumina flyer

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SNP detection

(slide from NCBI,http://www.ncbi.nlm.nih.gov/projects/genome/probe/doc/TechBeadArray.shtml

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RNA-seq

From:RNA-Seq: a revolutionary tool for transcriptomicsZhong Wang, Mark Gerstein & Michael SnyderNature Reviews Genetics 10, 57-63

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Estimation of gene expression from RNA-seq: RPKM values

Number of reads which map per kilobase of exon per million mapped reads for each gene

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Theoretical Bioinformatics Dr. Benedikt Brors

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Two samples from the same kidney carcinoma

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Cancer – normal comparison

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Cancer-normal comparison: significance?

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MA-plot: Minus vs. Average

(Wikipedia)

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Questions

• Differential genes between two conditions (e.g., healthy/diseased)

• Coexpressed genes: pathways, coregulation

• Genes characteristic for particular conditions (e.g., tumor staging)