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Detection of genome regulation sequences

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Presentation on theme: "Detection of genome regulation sequences"— Presentation transcript:

1 Detection of genome regulation sequences
Roi Rodríguez González

2 Introduction Regulation of gene expression
Essential for development, cell differentiation, physiological and stress responses. Regulatory elements: Cis-regulatory elements Trans-regulatory elements Promoters, Enhancers, Silencers, etc. Transcription Factors

3 Detection of reg-seq Ideally using raw DNA sequence
Actual understanding too low Functional analyses in laboratory DNase I hypersensive assays In vivo and In vitro ChIP-chip and ChIP-seq Deduce function

4 DNase I hypersensive assays
Promoters, Enhancers, Silencers, Insulators…

5 ChIP-chip and ChIP-seq
Comparable data between species

6 Detection of reg-seq Ideally using raw gen sequence
Current understanding too low Functional analyses in laboratory Requires large known about function and transcription Slow, expensive and low-predictive

7 Detection of reg-seq Current capacity to massive sequencing
Large amount of sequences Laboratory approaches can’t analyse all Comparative computational methods Require functional validation Fast, available and high-predictive

8 Computational methods
Comparison among species Closer enough for functional homologies Enough divergence for identified noise similarities Substitutions per site: Intragenic Intergenic Nucleotide changes, Insertions, Deletions, Duplications…

9 Computational methods
Algorithms find regulatory sequences Locating genes Positional localization of conserved motifs Transcription start points promoter boxes, TFBS… TATA box Transcription start point localization (Eponine algorithm)

10 Computational methods
Algorithms find regulatory sequences Locating genes Positional localization of conserved motifs Transcription start points promoter boxes, TFBS… Physical features of DNA in regulatory sequences Bendability for TFBS (DragonGSF algorithm)

11 Computational methods
Using data bases and de novo sequencing Develop and combination of algorithms Identify regulatory sequences and their Transcription Factor binding sites (TFBS) Predict locations, function Still being necessary functional studies to assure results

12 Thanks for your attention


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