A Genomic Code for Nucleosome Positioning Authors: Segal E., Fondufe-Mittendorfe Y., Chen L., Thastrom A., Field Y., Moore I. K., Wang J.-P. Z., Widom.

Slides:



Advertisements
Similar presentations
Epigenetics Xiaole Shirley Liu STAT115, STAT215, BIO298, BIST520.
Advertisements

Nucleosomes Chapter The Nucleosome Is the Subunit of All Chromatin Micrococcal nuclease releases individual nucleosomes from chromatin as 11S.
DNA Organization Lec 2. Aims The aims of this lecture is to investigate how cells organize their DNA within the cell nucleus, how is the huge amount of.
Transcriptional regulation in Eukaryotes The regulatory elements of bacterial, yeast, and human genes.
Control of Gene Expression
Nucleosome Positioning Histones and DNA Bending. DNA packaging 3 X 10 9 base pairs in human genome ~1 m if unraveled Compacted into nucleus –100  m in.
Chap. 6 Problem 2 Protein coding genes are grouped into the classes known as solitary (single) genes, and duplicated or diverged genes in gene families.
Nucleosomes: what, why and where? Rob Brewster. Outline What is a nucleosome? - how is DNA packaged/organized in Eukaryotes? Why do nucleosomes form?
The Necessity For DNA Condensation The human genome (haploid) is 3  10 9 base pairs. The helical rise of dsDNA per base pair is 0.3  10 –9 meters. If.
Thermodynamic Models of Gene Regulation Xin He CS598SS 04/30/2009.
Combined analysis of ChIP- chip data and sequence data Harbison et al. CS 466 Saurabh Sinha.
Transcriptional-level control (10) Researchers use the following techniques to find DNA sequences involved in regulation: – Deletion mapping – DNA footprinting.
Centromeres Heterochromatin Kinetochore - spindle fiber attachment
A comprehensive analysis of protein-protein interactions in Saccharomyces cerevisiae Article by Peter Uetz, et.al. Presented by Kerstin Obando.
Genome-wide prediction and characterization of interactions between transcription factors in S. cerevisiae Speaker: Chunhui Cai.
Gene Regulation in Eukaryotes Same basic idea, but more intricate than in prokaryotes Why? 1.Genes have to respond to both environmental and physiological.
Microarrays and Cancer Segal et al. CS 466 Saurabh Sinha.
Protein and DNA interaction How to detect nucleosome position Xuefeng Zhu Department of Medical Biochemistry and Cell Biology
Fuzzy K means.
William S. Klug Michael R. Cummings Charlotte A
REGULATION of GENE EXPRESSION. GENE EXPRESSION all cells in one organism contain same DNA every cell has same genotype phenotypes differ skin cells have.
DNA Structure DNA consists of two molecules that are arranged into a ladder-like structure called a Double Helix. A molecule of DNA is made up of millions.
Regulatory factors 1) Gene copy number 2) Transcriptional control 2-1) Promoters 2-2) Terminators, attenuators and anti-terminators 2-3) Induction and.
Gene Control Chapter 11. Prokaryotic Gene Regulation Operons, specific sets of clustered genes, are the controlling unit Promoter: sequence where RNA.
Ultraconserved Elements in the Human Genome Bejerano, G., et.al. Katie Allen & Megan Mosher.
Eukaryotic Gene Expression The “More Complex” Genome.
The Genome is Organized in Chromatin. Nucleosome Breathing, Opening, and Gaping.
Kristen Horstmann, Tessa Morris, and Lucia Ramirez Loyola Marymount University March 24, 2015 BIOL398-04: Biomathematical Modeling Lee, T. I., Rinaldi,
Regulation of Gene Expression Eukaryotes
발표자 석사 2 년 김태형 Vol. 11, Issue 3, , March 2001 Comparative DNA Sequence Analysis of Mouse and Human Protocadherin Gene Clusters 인간과 마우스의 PCDH 유전자.
* only 17% of SNPs implicated in freshwater adaptation map to coding sequences Many, many mapping studies find prevalent noncoding QTLs.
DNA double helix Nucleosomes Chromosome Felsenfeld & Groudine, Nature (2003) Chromatin structure and cancer epigenetics 30 nm fiber.
ChIP-on-Chip and Differential Location Analysis Junguk Hur School of Informatics October 4, 2005.
The genomic code for nucleosome positioning DNA double helix Nucleosomes Chromosome Felsenfeld & Groudine, Nature (2003)
DNA PACKAGING. 8 histones make up the nucleosome core DNA wraps twice around the 8 histones Histone 1 helps maintain the nucleosome DNA is negatively.
Chromosomes and chromatin
Regulating Eukaryotic Gene Expression. Why change gene expression? Different cells need different components Responding to the environment Replacement.
Control of Gene Expression Year 13 Biology. Exceptions to the usual Protein Synthesis Some viruses contain RNA and no DNA. RNA is therefore replicated.
Nucleosome structure. Histones Most of the protein in eukaryotic chromatin consists of histones, of which there are five families, or classes: H2A, H2B,
Eukaryotic Genomes  The Organization and Control of Eukaryotic Genomes.
REVIEW SESSION 5:30 PM Wednesday, September 15 5:30 PM SHANTZ 242 E.
Controlling Chromatin Structure
Control of Gene Expression Chapter 16. Contolling Gene Expression What does that mean? Regulating which genes are being expressed  transcribed/translated.
Control of Gene Expression Chapter DNA RNA Protein replication (mutation!) transcription translation (nucleotides) (amino acids) (nucleotides) Nucleic.
A biophysical approach to predicting intrinsic and extrinsic nucleosome positioning signals Alexandre V. Morozov Department of Physics & Astronomy and.
Introduction to Molecular Cell Biology Transcription Regulation Dr. Fridoon Jawad Ahmad HEC Foreign Professor King Edward Medical University Visiting Professor.
Molecular Genetics Introduction to
A genomic code for nucleosome positioning DNA double helix Nucleosomes Chromosome Felsenfeld & Groudine, Nature (2003)
Centromeres Heterochromatin Kinetochore - spindle fiber attachment
Finding genes in the genome
DNA-Protein Interactions & Complexes. Prokaryotic promoter Consensus sequence is not present in majority of prokaryotic promoters. Sequence motifs.
Javad Jamshidi Fasa University of Medical Sciences, November 2015 Genes, Genomes and Chromatin Organization.
Molecules and mechanisms of epigenetics. Adult stem cells know their fate! For example: myoblasts can form muscle cells only. Hematopoetic cells only.
Aim: How is DNA organized in a eukaryotic cell?. Why is the control of gene expression more complex in eukaryotes than prokaryotes ? Eukaryotes have:
Regulation of Gene Expression
The Transcriptional Landscape of the Mammalian Genome
A genomic code for nucleosome positioning
Chromatin Regulation September 20, 2017.
Albert Xue, Binbin Huang, Jianrong Wang
Controlling Chromatin Structure
Introduction to Bioinformatics II
THE ORGANIZATION AND CONTROL OF EUKARYOTIC GENOMES
Volume 23, Issue 10, Pages (October 2016)
Presented by, Jeremy Logue.
Nucleosomes Nucleosomes consist of DNA tightly wrapped around proteins called histones 75-90% of DNA is believed to be present in nucleosomes From faculty.
The Structure of the Genome
Presented by, Jeremy Logue.
Eukaryotic Gene Regulation
Genome-wide “Re”-Modeling of Nucleosome Positions
Tips for writing papers
Presentation transcript:

A Genomic Code for Nucleosome Positioning Authors: Segal E., Fondufe-Mittendorfe Y., Chen L., Thastrom A., Field Y., Moore I. K., Wang J.-P. Z., Widom J. Presented by Apostol Gramada

DNA organization – Chromatin Taken from:

Nucleosome organization

An octamer of 8 histone chains, 2 of each of the following: H2A, H2B, H3, H4. H3, H4 highly conserved in eukaryots. 147 bp per nucleosome DNA sharply bent and tightly wrapped in approx 1.7 turns around the histone core. DNA bends discontinuously with the periodicity of the helical repeat. Bending is facilitated by certain dinucleotides placed at the right positions.

Nucleosome organization DNA in nucleosomes is far more sharply bent than in unstressed naked DNA => significant free energy cost needed for stability. Particular DNA sequence could reduce this cost by either having an inherent bendedness being more easily bendable (more flexible). The later seems to be more supported by evidence. The ~10 bp periodicity of AA/TT, TA, GC seems to be an especially flexible sequence motif.

Nucleosome positioning DNA sequences differ in their ability to bend sharply. This affects the DNA binding affinity of the histone octamer. In vitro studies show a wide range of affinities with respect to sequence variability (approx 1000-fold). Some sequences highly preferred. Is this mechanism used to control the access to specific binding sites? The positions of the nucleosomes may have important inhibitory or facilitatory roles in regulating gene expression.

Nucleosome positioning – current views Sequence preferences is over-ridden by nucleosome remodeling complexes which move them to new locations whenever needed. Opposing view: the remodeling complexes only enable the nucleosomes to sample rapidly alternative positions and therefore compete efficiently with DNA binding proteins. They do not determine their destination however. Then, the genome would encode a nucleosome organization intrinsic to the DNA sequence alone, comprising sequences with both regions of low and high affinity for nucleosomes. The high affinity regions will be occupied in vivo and the detailed distribution of nucleosome positions will significantly influence the chromosome functions genome-wide.

Validating a nucleosome-DNA interaction model The data: 199 mono-nucleosome DNA sequences ( bp) from yeast. Used to construct a probabilistic model measuring the sequence preferences of yeast nucleosome: Generate distribution functions at each site on the nucleosome for all dinucloetides, from the population of the 199 sequences. A probability can then be assigned to each sequence of 147 bp. Derive a thermodynamic model for predicting the nucleosome positions genome-wide from all legal configurations of nucleosomes (no overlap, at least 10 bp away).

Validating a nucleosome-DNA interaction model

Predicting nucleosome organization in genomic DNA sequence Resulting intrinsic nucleosome organizations: mutually exclusive organization dominate, a single organization dominate, none dominates => may reveal potential regulatory role of nucleosomes.

Predicted nucleosome organization reflects in vivo data Orange Data in vivo. 54% within 35 bp (only 39% by chance).

Predicted nucleosome organization reflects in vivo data Comparison to three genome-wide measurements reveals: significant correspondence between predicted and experimental nucleosome-depleted coding and intergenic regions: 68% of 57 depleted coding regions and 76% of 294 depleted intergenic regions. strong correspondence with a higher resolution nucleosome map: 45% within 35bp distance (32% by chance).

Predicted nucleosome organization reflects in vivo data Compared prediction of yeast model with one using only nucleosome- bound sequence from chicken

Predicted nucleosome organization reflects in vivo data

Global features of intrinsic nucleosome organization in yeast From ~ 11 mil positions => ~15800 stable ncls. => cover 20% of genome.  array? Fig d shows the distribution of pairwise distances between stable ncls. => periodicity of ~ 177 bp extending over ~ six positions  higher level chromatin organization?

Nucleosome organization varies by type of genomic region Centromer function requires enhanced stability => max occupancy Highly expressed Ribosomal RNA and transfer RNA => low predicted occupancy Genes that very their expression levels (Ribosomal protein) in different conditions requires other mechanisms.

Nucleosomes facilitate their own remodeling Analyzing ~1900 genes from a gene annotation database and various studies shows significance association with either high or low predicted occupancy In particular, the chromatin remodeling complex RSC is associated with low occupancy => genomes facilitate their own remodeling

Low nucleosome occupancy encoded at functional binding sites Stable ncls. over non-functional sites => decrease accessibility to transcription factors. Tests showed: for 37% (out of 46) occupancy was lower over functional sites than for non-functional sites.

Low nucleosome occupancy encoded at transcription start sites

Conclusions Nucleosome organization is encoded in eukaryotic genome The limited predictive power (~50% of in vivo nucleosome organization) is explained by a too crude model yet: a more accurate nucleosome-DNA interaction model no account for favorable interactions and for steric hindrances implied by the 3D ncls structure no account for competition with binding proteins.

Math W c [S] = statistical weight of sequence S with nucleosome configuration c. “Legal” nucleosome configuration

Math