SHI Meng. Abstract Changes in gene expression are thought to underlie many of the phenotypic differences between species. However, large-scale analyses.

Slides:



Advertisements
Similar presentations
Bioinformatics Phylogenetic analysis and sequence alignment The concept of evolutionary tree Types of phylogenetic trees Measurements of genetic distances.
Advertisements

The Concept of Functional Constraint. The intensity of purifying selection is determined by the degree of intolerance characteristic of a site or a genomic.
 Aim in building a phylogenetic tree is to use a knowledge of the characters of organisms to build a tree that reflects the relationships between them.
The Evolutionary Basis of Bioinformatics: An Introduction to Phylogenetics > Sequence 1 GAGGTAGTAATTAGATCCGAAA… > Sequence.
 Species evolve with significantly different morphological and behavioural traits due to genetic drift and other selective pressures.  Example – Homologous.
Transcriptome Sequencing with Reference
Peter Tsai Bioinformatics Institute, University of Auckland
Classification systems have changed over time as information has increased. Section 2: Modern Classification K What I Know W What I Want to Find Out L.
Duplication, rearrangement, and mutation of DNA contribute to genome evolution Chapter 21, Section 5.
Molecular Clock I. Evolutionary rate Xuhua Xia
Genetica per Scienze Naturali a.a prof S. Presciuttini Human and chimpanzee genomes The human and chimpanzee genomes—with their 5-million-year history.
Adaptive evolution of bacterial metabolic networks by horizontal gene transfer Chao Wang Dec 14, 2005.
[Bejerano Fall09/10] 1 Milestones due today. Anything to report?
Phylogenetic Shadowing Daniel L. Ong. March 9, 2005RUGS, UC Berkeley2 Abstract The human genome contains about 3 billion base pairs! Algorithms to analyze.
Chapter 2 Opener How do we classify organisms?. Figure 2.1 Tracing the path of evolution to Homo sapiens from the universal ancestor of all life.
Bioinformatics Genome anatomy Comparisons of some eukaryotic genomes Allignment of long genomic sequences Comparative genomics Oxford Grid Reconstruction.
Topic : Phylogenetic Reconstruction I. Systematics = Science of biological diversity. Systematics uses taxonomy to reflect phylogeny (evolutionary history).
BNFO 602/691 Biological Sequence Analysis Mark Reimers, VIPBG
Active Lecture Questions for BIOLOGY, Eighth Edition Neil Campbell & Jane Reece Questions prepared by Jung Choi, Georgia Institute of Technology Copyright.
Topics covered Overview of similarities between the genetic makeup of humans and chimpanzees. Comparison of brain and speech genes between humans and.
Maryam Daman UOG.
TGCAAACTCAAACTCTTTTGTTGTTCTTACTGTATCATTGCCCAGAATAT TCTGCCTGTCTTTAGAGGCTAATACATTGATTAGTGAATTCCAATGGGCA GAATCGTGATGCATTAAAGAGATGCTAATATTTTCACTGCTCCTCAATTT.
Comparative Genomics II: Functional comparisons Caterino and Hayes, 2007.
BNFO 602/691 Biological Sequence Analysis Mark Reimers, VIPBG
Ultraconserved Elements in the Human Genome Bejerano, G., et.al. Katie Allen & Megan Mosher.
Molecular Clock. Rate of evolution of DNA is constant over time and across lineages Resolve history of species –Timing of events –Relationship of species.
Small RNAs and their regulatory roles. Presented by: Chirag Nepal.
PHYLOGENETICS CONTINUED TESTS BY TUESDAY BECAUSE SOME PROBLEMS WITH SCANTRONS.
TGCAAACTCAAACTCTTTTGTTGTTCTTACTGTATCATTGCCCAGAATAT TCTGCCTGTCTTTAGAGGCTAATACATTGATTAGTGAATTCCAATGGGCA GAATCGTGATGCATTAAAGAGATGCTAATATTTTCACTGCTCCTCAATTT.
Ch. 21 Genomes and their Evolution. New approaches have accelerated the pace of genome sequencing The human genome project began in 1990, using a three-stage.
Click to edit Master title style Click to edit Master subtitle style CLICKER QUESTIONS For CAMPBELL BIOLOGY, NINTH EDITION Jane B. Reece, Lisa A. Urry,
Calculating branch lengths from distances. ABC A B C----- a b c.
The generalized transcription of the genome Víctor Gámez Visairas Genomics Course 2014/15.
Chapter 24: Molecular and Genomic Evolution CHAPTER 24 Molecular and Genomic Evolution.
17.2 Modern Classification
Comp. Genomics Recitation 9 11/3/06 Gene finding using HMMs & Conservation.
Transcriptomics Sequencing. over view The transcriptome is the set of all RNA molecules, including mRNA, rRNA, tRNA, and other non coding RNA produced.
MEME homework: probability of finding GAGTCA at a given position in the yeast genome, based on a background model of A = 0.3, T = 0.3, G = 0.2, C = 0.2.
Mammalian Evolution Using IRBP Gene. Goal: To provide a problem space wherein students can use sequence data using a slowly evolving genes to resolve.
Evidence of Evolution Grade 10 Biology Spring 2011.
Evolution at the Molecular Level. Outline Evolution of genomes Evolution of genomes Review of various types and effects of mutations Review of various.
Ayesha M.Khan Spring Phylogenetic Basics 2 One central field in biology is to infer the relation between species. Do they possess a common ancestor?
Post-Darwinian Facts I. Physics II. Geology/Paleontology III. Genetics.
-1- Module 3: RNA-Seq Module 3 BAMView Introduction Recently, the use of new sequencing technologies (pyrosequencing, Illumina-Solexa) have produced large.
Evolutionary Genome Biology Gabor T. Marth, D.Sc. Department of Biology, Boston College
Phylogeny.
Cladograms or Phylogenetic Trees. Phylogenetic Trees or Cladograms By studying inherited species' characteristics and other historical evidence, we can.
A high-resolution map of human evolutionary constraints using 29 mammals Kerstin Lindblad-Toh et al Presentation by Robert Lewis and Kaylee Wells.
5.4 Cladistics The images above are both cladograms. They show the statistical similarities between species based on their DNA/RNA. The cladogram on the.
Published primate genome sequences - I Published primate genome sequences - II.
Comparative Gene Mapping
Kerstin Lindblad-Toh1 et al.
The Transcriptional Landscape of the Mammalian Genome
Evolutionary genomics can now be applied beyond ‘model’ organisms
Title: Different Types of Evolution
Comparative Genomics.
Pipelines for Computational Analysis (Bioinformatics)
Genome Projects Maps Human Genome Mapping Human Genome Sequencing
KEY CONCEPT Entire genomes are sequenced, studied, and compared.
Gene duplications: evolutionary role
Chapter 4 The Interrupted Gene.
by , Christine G. Elsik, Ross L. Tellam, and Kim C. Worley
Coral Reef Conservation
Volume 85, Issue 4, Pages (February 2015)
Evolutionary Trees.
Unit Genomic sequencing
Complex evolutionary trajectories of sex chromosomes across bird taxa
Evidence for Evolution
Volume 11, Issue 7, Pages (May 2015)
Evolution Biology Mrs. Johnson.
Presentation transcript:

SHI Meng

Abstract Changes in gene expression are thought to underlie many of the phenotypic differences between species. However, large-scale analyses of gene expression evolution were until recently prevented by technological limitations. Here we report the sequencing of polyadenylated RNA from six organs across ten species that represent all major mammalian lineages (placentals,marsupials and monotremes) and birds (the evolutionary outgroup),with the goal of understanding the dynamics ofmammalian transcriptome evolution.We show that the rate of gene expression evolution varies among organs, lineages and chromosomes, owing to differences in selective pressures: transcriptome change was slow in nervous tissues and rapid in testes, slower in rodents than in apes and monotremes, and rapid for the X chromosome right after its formation.Although gene expression evolution inmammalswas strongly shaped by purifying selection,we identify numerous potentially selectively driven expression switches, which occurred at different rates across lineages and tissues and which probably contributed to the specific organ biology of various mammals.

Background Regulatory mutations affecting gene expression probably explain many or even most phenotypic differences between species RNA-seq protocols now allows for accurate and sensitive assessments of expression levels

Data RNA-seq data –3.2 billion Illumina Genome Analyser IIx reads of 76 base pairs Tissues: –fraction of brain, cerebellum, heart, kidney, liver and testis Species: –placental mammals: great apes, including humans; rhesus macaque; mouse –marsupials: grey short-tailed opossum –monotremes: platypus –bird: red jungle fowl

Procedure refined existing Ensembl genome annotations remapped RNA-seq reads and resolved read mapping ambiguities comparative analyses of expression levels of protein-coding genes

RNA-seq and genome reannotation modified boundaries for 31,000 – 44,500 exons 20,000 – 34,500 new exons 66,000 – 125,000 new splice junctions thousands of multi-exonic transcribed loci lower levels and significantly less conserved

11 – 30% of the total genomic length is covered by unambiguously mapped RNA-seq reads 34 – 61% of amniote genomes are transcribed ten amniote species: 5,636 1:1 orthologues six primates: 13,277 1:1 orthologues RNA-seq and genome reannotation

Mammalian gene expression phylogenies

Neighbour-joining trees distance: 1-ρ(Spearman ’ s correlation coefficient)

Mammalian gene expression phylogenies Primate expression phylogenies

Rates of expression change in lineages and organs The branch lengths from the common ancestor of all species to the tips of the tree are remarkably similar the branches leading to mouse are significantly shorter in several tissues: strong purifying selection total branch lengths of the trees vary widely among tissues

Gene expression evolution on the X chromosome compared rates of expression change for genes that are X- linked in both eutherians and marsupials and autosomal genes in the common ancestor of therian mammals: faster on the X chromosome more recently: similar to that of autosomes

Modular gene expression change Modular: groups of genes that have coherent expression patterns over subsets of samples –639 modules in the all-amniote data –197 modules in the primate-specific data 33 organ-specific modules with conserved expression levels among species –typical processes, define common primate/mammalian organ functions 145 modules specific to an organ with distinct lineage-specific expression patterns –25 nervous tissue modules

Modular gene expression change Internal branches of the mammalian phylogeny –8 out of 32 modules in brain, cerebellumand/or testis are highly enriched with X-linked genes and became strongly down-regulated Modular expression changes between mammals and chicken –neural tissues and in kidney and liver –4 significantly enriched with X-linked genes Humans only lineage with brain-specific expression modules in the primate data set –neuron insulation

Modular gene expression change

Expression shifts of individual genes a maximum-likelihood framework for modelling gene expression evolution along a phylogeny 9,255 significant expression changes 63% tested amniote orthologues and 33% tested primate orthologues experienced at least one significant expression shift the testis: largest number; the brain: few (except for the primate ancestral branch)

Expression shifts of individual genes

Conclusion refines previous hypotheses provides many new clues to the function and evolution of mammalian genomes exploitation of the reported transcriptome data

Thank you!