Transcription: Pausing and Backtracking: Error Correction

Similar documents
Lecture 7: Simple genetic circuits I

A Discontinuous Galerkin FEM Approach for Simulation of a Model Describing Transcription in Ribosomal RNA

+ regulation. ribosomes

Computational Cell Biology Lecture 4

The architecture of transcription elongation A crystal structure explains how transcription factors enhance elongation and pausing

3.B.1 Gene Regulation. Gene regulation results in differential gene expression, leading to cell specialization.

13.4 Gene Regulation and Expression

From Gene to Protein

Translation and Operons

Chapter 17. From Gene to Protein. Biology Kevin Dees

1. In most cases, genes code for and it is that

Stochastic Modelling of Gene Expression: From Single Molecules to Populations

Lecture 4: Transcription networks basic concepts

Chemistry Chapter 26

Videos. Bozeman, transcription and translation: Crashcourse: Transcription and Translation -

Genetics 304 Lecture 6

Old FINAL EXAM BIO409/509 NAME. Please number your answers and write them on the attached, lined paper.

Regulation of gene expression. Premedical - Biology

Newly made RNA is called primary transcript and is modified in three ways before leaving the nucleus:

CSEP 590A Summer Tonight MLE. FYI, re HW #2: Hemoglobin History. Lecture 4 MLE, EM, RE, Expression. Maximum Likelihood Estimators

CSEP 590A Summer Lecture 4 MLE, EM, RE, Expression

Gene Regulation and Expression

Chapter 15 Active Reading Guide Regulation of Gene Expression

Three types of RNA polymerase in eukaryotic nuclei

Biology. Biology. Slide 1 of 26. End Show. Copyright Pearson Prentice Hall

SECOND PUBLIC EXAMINATION. Honour School of Physics Part C: 4 Year Course. Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS

Genome Assembly. Sequencing Output. High Throughput Sequencing

Prokaryotic Regulation

Gene regulation II Biochemistry 302. Bob Kelm February 28, 2005

12-5 Gene Regulation

AP Bio Module 16: Bacterial Genetics and Operons, Student Learning Guide

Simulation of Gene Regulatory Networks

Name: SBI 4U. Gene Expression Quiz. Overall Expectation:

Lecture 5: Entropy Rules!

Cells and Tissues PART B

15.2 Prokaryotic Transcription *

GCD3033:Cell Biology. Transcription

Surfing genes. On the fate of neutral mutations in a spreading population

Control of Gene Expression in Prokaryotes

Exhaustive search. CS 466 Saurabh Sinha

More Protein Synthesis and a Model for Protein Transcription Error Rates

2. Mathematical descriptions. (i) the master equation (ii) Langevin theory. 3. Single cell measurements

REGULATION OF GENE EXPRESSION. Bacterial Genetics Lac and Trp Operon

Types of RNA. 1. Messenger RNA(mRNA): 1. Represents only 5% of the total RNA in the cell.

Organic Chemistry Option II: Chemical Biology

GENE REGULATION AND PROBLEMS OF DEVELOPMENT

Stochastic Transcription Elongation via Rule Based Modelling

2. What was the Avery-MacLeod-McCarty experiment and why was it significant? 3. What was the Hershey-Chase experiment and why was it significant?

SECOND PUBLIC EXAMINATION. Honour School of Physics Part C: 4 Year Course. Honour School of Physics and Philosophy Part C C7: BIOLOGICAL PHYSICS

GENE ACTIVITY Gene structure Transcription Transcript processing mrna transport mrna stability Translation Posttranslational modifications

A Simple Protein Synthesis Model

CS-E5880 Modeling biological networks Gene regulatory networks

A. Incorrect! The Cell Cycle contains 4 distinct phases: (1) G 1, (2) S Phase, (3) G 2 and (4) M Phase.

A traffic flow model for bio-polymerization processes

RNA & PROTEIN SYNTHESIS. Making Proteins Using Directions From DNA

9/2/17. Molecular and Cellular Biology. 3. The Cell From Genes to Proteins. key processes

Initiation of translation in eukaryotic cells:connecting the head and tail

Prokaryotic Gene Expression (Learning Objectives)

9 The Process of Translation

Biomolecular Feedback Systems

BME 5742 Biosystems Modeling and Control

GLOBEX Bioinformatics (Summer 2015) Genetic networks and gene expression data

1. Which system has more potential energy? Explain. 2. Which system has more kinetic energy? Explain. 3. Which system has more total energy? Explain.

Reading Assignments. A. Genes and the Synthesis of Polypeptides. Lecture Series 7 From DNA to Protein: Genotype to Phenotype

Eukaryotic Gene Expression: Basics and Benefits Prof. P N RANGARAJAN Department of Biochemistry Indian Institute of Science Bangalore

Introduction. Gene expression is the combined process of :

arxiv: v1 [cond-mat.stat-mech] 10 Jul 2018

REVIEW SESSION. Wednesday, September 15 5:30 PM SHANTZ 242 E

Transport between cytosol and nucleus

Evolutionary analysis of the well characterized endo16 promoter reveals substantial variation within functional sites

Biological Pathways Representation by Petri Nets and extension

AP Biology Gene Regulation and Development Review

Cell Division: the process of copying and dividing entire cells The cell grows, prepares for division, and then divides to form new daughter cells.

56:198:582 Biological Networks Lecture 8

RNA Synthesis and Processing

CHAPTER : Prokaryotic Genetics

Prokaryotic Gene Expression (Learning Objectives)

Complete all warm up questions Focus on operon functioning we will be creating operon models on Monday

Mitosis vs Meiosis. Mitosis and Meiosis -- Internet Tutorial

Gene Control Mechanisms at Transcription and Translation Levels

CHAPTER 13 PROKARYOTE GENES: E. COLI LAC OPERON

RNA Processing: Eukaryotic mrnas

Lecture 18 June 2 nd, Gene Expression Regulation Mutations

Organization of Genes Differs in Prokaryotic and Eukaryotic DNA Chapter 10 p

Approximate inference for stochastic dynamics in large biological networks

From gene to protein. Premedical biology

Honors Biology Reading Guide Chapter 11

Computational Identification of Rho-Independent Terminators in the Genomes of Mycobacterium Tuberculosis

Frequently Asked Questions (FAQs)

The Riboswitch is functionally separated into the ligand binding APTAMER and the decision-making EXPRESSION PLATFORM

PROTEIN SYNTHESIS INTRO

UNIT 5. Protein Synthesis 11/22/16

Lesson Overview. Gene Regulation and Expression. Lesson Overview Gene Regulation and Expression

Modeling and Systems Analysis of Gene Regulatory Networks

Chapters 12&13 Notes: DNA, RNA & Protein Synthesis

2015 FALL FINAL REVIEW

Name Period The Control of Gene Expression in Prokaryotes Notes

Bacterial proteins: A structural switch leads to multifunctionality in gene expression

9/11/18. Molecular and Cellular Biology. 3. The Cell From Genes to Proteins. key processes

Enzymes: Basic Principles

Transcription:

Transcription: Pausing and Backtracking: Error Correction Mamata Sahoo and Stefan Klumpp Theory and Bio-systems group, Max Planck Institute of Colloids and Interfaces, Potsdam, Germany

Transcription Transcription is the efficient regulatory process in cells,organisms and tissues Control the complex form of gene expression. what happens? The genetic information stored in DNA RNA transcript. How? Transcription RNA polymerase moves along the length of a DNA template by a single base pair per stochastic nucleotide addition creating a complementary RNA.

Transcriptional pausing 1 Heterogeneity in transcription rate Transcription is not continuous interrupted by pausing events. Pauses:RNAP gets halt for times forms inactive configuration. 2 Two general classes of Pauses most frequent. 1 K. Adelman et al., PNAS 99, 13538(2002) 2 I.Artsimovitch et al., PNAS 97, 7090(2000)

Backtracking during transcription: Backtracking pauses 3 Backtracking occurs in three phases. Phase 1: Backtracking Phase 2: Sliding diffusional in nature. Phase 3: Recovery of transcription 3 J.W. Shaevitz, et al., Nature 426, 684(2003)

Questions Addressed? What happens to the transcription pause and backtracking? Pauses have negative effect on transcription High transcription rate requires the pausing events to be suppressed. Backtracking pauses automatically suppressed by the trailing RNAP from behind. However, backtracking is required for the error correction and further recovery of transcription. Making a pause creating an error, Cleaving the transcript Correcting the error. Questions?? What fraction of errors are corrected?? How the efficiency of error correction limited controlled?? How the accuracy can be improved??

Model studied for transcription D D D k c D D 1 k c α p ǫ ǫ ǫ ǫ

Transcription with pausing and backtracking J 0.012 0.01 0.008 0.006 D 1 =0.28, D=0.07 K c =0.07 without Pausing with pause+backtracking P=0.0 P=0.00007 P=0.0007 P=0.007 0.004 0.002 0 0 0.02 0.04 0.06 0.08 0.1 α Both initiation and elongation limited. 4 Low density and maximal current phase. At high transcription intiation rate transcription starts limiting by elongation. Strongly affected by pausing events elongation limited regime. Suppresses with pausing and backtracking. 4 L.B. Shaw, et al., Phys.Rev.E 68, 021910(2003)

D1 Single RNAP transcription: Efficiency of error correction (fec) D D D kc kc p ǫ ǫ ǫ ǫ Efficiency of error correction,fec = For single RNAP transcription,fec = 1 Following the relation,fec = K ca K ca+ǫ 1 (1 a) ; P m=1 KcPm P m=1 KcPm+ǫ 1P m 1 ǫ 1+ P 1 m=1 KcPm a = (1 + Kc 2D ) 2D 1 (4D 2 +Kc 2 +4K c D 4DD 1 ). = (1 + Kc 2D ) Kc 2D (1 + 4D K c ) (ford=d 1 ).

Fec with diffusive rate (D) 1 0.9 0.8 K c =0.07 D 1 =0.28, D=0.007 D 1 =0.28, D=0.07 D 1 =0.28, D=0.2 D 1 =0.28, D=0.4 fec 0.7 0.6 0.5 0.4 0.3 0 0.025 0.05 0.075 0.1 α 0.125 0.15 0.175 0.2 Fec is also both initiation and elongation limited. Increase of D affect strongly in the elongation limited regime. Strong diffusivity suppresses the error correction RNAP spends much time in diffusive manner in any of the backtracked sites.

Fec with backward stepping rate(d 1 ): Single RNAP and Multi-RNAP transcription 1 1 0.9 0.8 0.7 0.6 K c =D/10=0.007 α=0.0 α=1.0 0.9 0.8 0.7 0.6 K c =D=0.07 α=0.0 α=1.0 fec 0.5 fec 0.5 0.4 0.4 0.3 0.3 0.2 0.2 0.1 0.1 0 0 0.1 0.2 0.3 0.4 0.5 0.6 D 1 0 0 0.05 0.1 0.15 0.2 0.25 0.3 0.35 0.4 0.45 0.5 0.55 0.6 0.65 D 1 Fec in multi-rnap transcription is always reduced comparatively with single-rnap transcription Lack of free spaces that restricts diffusion of backtracked RNAP. The difference is strongly affected for higherd 1 regime. Further increase ofk c reduces the difference between both cases Push back effect of the trailing RNAP from behind in the multi-rnap transcription.

Fec with the cleavage rate(k c ):Single-RNAP and Multi-RNAP transcription 1 1 0.8 0.6 D=D 1 =0.07 α=0.0 α=1.0 0.8 0.6 D 1 =0.28, D=0.07 α=0.0 α=1.0 fec fec 0.4 0.4 0.2 0.2 0 0 0.1 0.2 0.3 0.4 0.5 0.6 K c 0 0 0.1 0.2 0.3 0.4 0.5 0.6 K c Fec for single-rnap transcription is always above the fec for multi-rnap transcription Available free spaces for error correction. Fec for multi-rnap transcription is always reduced Dense traffic effect. Error correction in multi-rnap case is improved for higher K c. Further improvement is achieved with increase ind 1.

Fec with both cleavage rate(k c ) and backward stepping rate(d 1 ) D 1 0.1 α=0.0 0.1 α=1.0 0.01 0.01 0.1 0.01 0.01 0.1 K c Fec is strongly controlled both byd 1 andk c. Error correction Strongly improved increasing both by backward stepping rate,d 1 and cleavage rate,k c.

Fec with distance(l) between an active RNAP and a paused RNAP 1 0.9 0.8 0.7 Simulation Analytical 0.6 fec 0.5 0.4 D1=D=K c =0.07 0.3 0.2 0.1 0 0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 L fec(l) =fec single max {1 exp( (L/L 0 ))} Approximation:L 0 = ǫ K c. Gap distribution,p(l) = ( α ǫ )(ǫ α ǫ ) L. fec increases with the distance: More free space available for error correction. Larger gap size Better error correction.

Efficiency of error correction:multi-rnap transcription fec 1 0.9 0.8 0.7 0.6 0.5 0.4 0.3 0.2 D=D 1 =K c =0.07 α c =0.04 α c =0.08 Simulation Analytical 0.1 0 0 0.025 0.05 0.075 0.1 0.125 0.15 0.175 0.2 0.225 0.25 0.275 α Analytical results valid for low value of α Semianalytical. The deviation starts from the crictical value,α c =0.04 where the density starts saturating. Beyond α c, the error correction may depend on other parameters.

Summary Transcription rate suppressed both by pausing and backtracking (reduced saturated density effect). We exactly calculate the efficiency of error correction for a single-rnap and multi-rnap transcription in a semi-analytical way. Error correction can be strongly improved by increasing both the backward stepping rate and the transcript cleavage rate.

THANK YOU