Evolution and Genetic Architecture of Chromatin Accessibility and Function in Yeast

Chromatin accessibility is an important functional genomics phenotype that influences transcription factor binding and gene expression. Genome-scale technologies allow chromatin accessibility to be mapped with high-resolution, facilitating detailed analyses into the genetic architecture and evolution of chromatin structure within and between species. We performed Formaldehyde-Assisted Isolation of Regulatory Elements sequencing (FAIRE-Seq) to map chromatin accessibility in two parental haploid yeast species, Saccharomyces cerevisiae and Saccharomyces paradoxus and their diploid hybrid. We show that although broad-scale characteristics of the chromatin landscape are well conserved between these species, accessibility is significantly different for 947 regions upstream of genes that are enriched for GO terms such as intracellular transport and protein localization exhibit. We also develop new statistical methods to investigate the genetic architecture of variation in chromatin accessibility between species, and find that cis effects are more common and of greater magnitude than trans effects. Interestingly, we find that cis and trans effects at individual genes are often negatively correlated, suggesting widespread compensatory evolution to stabilize levels of chromatin accessibility. Finally, we demonstrate that the relationship between chromatin accessibility and gene expression levels is complex, and a significant proportion of differences in chromatin accessibility might be functionally benign.

[1]  R. Britten,et al.  Repetitive and Non-Repetitive DNA Sequences and a Speculation on the Origins of Evolutionary Novelty , 1971, The Quarterly Review of Biology.

[2]  M. King,et al.  Evolution at two levels in humans and chimpanzees. , 1975, Science.

[3]  Gerald R. Fink,et al.  Methods in Yeast Genetics: A Laboratory Course Manual , 1987 .

[4]  M. Grunstein,et al.  Nucleosome loss activates yeast downstream promoters in vivo , 1988, Cell.

[5]  Fred Winston,et al.  Methods in Yeast Genetics: A Laboratory Course Manual , 1990 .

[6]  D. S. Gross,et al.  A critical role for heat shock transcription factor in establishing a nucleosome‐free region over the TATA‐initiation site of the yeast HSP82 heat shock gene. , 1993, The EMBO journal.

[7]  C. Tournamille,et al.  Disruption of a GATA motif in the Duffy gene promoter abolishes erythroid gene expression in Duffy–negative individuals , 1995, Nature Genetics.

[8]  B. Magasanik,et al.  Role of the GATA factors Gln3p and Nil1p of Saccharomyces cerevisiae in the expression of nitrogen-regulated genes. , 1995, Proceedings of the National Academy of Sciences of the United States of America.

[9]  L. Wodicka,et al.  Regional and strain-specific gene expression mapping in the adult mouse brain. , 2000, Proceedings of the National Academy of Sciences of the United States of America.

[10]  Michael Primig,et al.  Analysis of the Meiotic Transcriptome in Genetically Distinct Budding Yeasts Using High Density Oligonucleotide Arrays , 2000 .

[11]  Ronald W. Davis,et al.  The core meiotic transcriptome in budding yeasts , 2000, Nature Genetics.

[12]  A. Di Rienzo,et al.  Detection of the signature of natural selection in humans: evidence from the Duffy blood group locus. , 2000, American journal of human genetics.

[13]  Krishnamurthy Natarajan,et al.  Gcn4p, a Master Regulator of Gene Expression, Is Controlled at Multiple Levels by Diverse Signals of Starvation and Stress , 2002, Eukaryotic Cell.

[14]  L. Kruglyak,et al.  Genetic Dissection of Transcriptional Regulation in Budding Yeast , 2002, Science.

[15]  Leena Peltonen,et al.  Identification of a variant associated with adult-type hypolactasia , 2002, Nature Genetics.

[16]  B. Birren,et al.  Sequencing and comparison of yeast species to identify genes and regulatory elements , 2003, Nature.

[17]  John D. Storey,et al.  Statistical significance for genomewide studies , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[18]  D. Schluter,et al.  Genetic and developmental basis of evolutionary pelvic reduction in threespine sticklebacks , 2004, Nature.

[19]  Andrew G. Clark,et al.  Evolutionary changes in cis and trans gene regulation , 2004, Nature.

[20]  D. Haussler,et al.  Aligning multiple genomic sequences with the threaded blockset aligner. , 2004, Genome research.

[21]  Peter R. Grant,et al.  Bmp4 and Morphological Variation of Beaks in Darwin's Finches , 2004, Science.

[22]  S. Pääbo,et al.  Parallel Patterns of Evolution in the Genomes and Transcriptomes of Humans and Chimpanzees , 2005, Science.

[23]  Leonid Kruglyak,et al.  Local Regulatory Variation in Saccharomyces cerevisiae , 2005, PLoS genetics.

[24]  J. Lieb,et al.  Cell Cycle–Specified Fluctuation of Nucleosome Occupancy at Gene Promoters , 2006, PLoS genetics.

[25]  Robert S. Harris,et al.  Improved pairwise alignment of genomic dna , 2007 .

[26]  William Stafford Noble,et al.  Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project , 2007, Nature.

[27]  J. Akey,et al.  The Evolution of Gene Expression QTL in Saccharomyces cerevisiae , 2007, PloS one.

[28]  G. Wray The evolutionary significance of cis-regulatory mutations , 2007, Nature Reviews Genetics.

[29]  Holly M. Mortensen,et al.  Convergent adaptation of human lactase persistence in Africa and Europe , 2007, Nature Genetics.

[30]  A. Clark,et al.  Regulatory changes underlying expression differences within and between Drosophila species , 2008, Nature Genetics.

[31]  Daniel A. Skelly,et al.  Inherited variation in gene expression. , 2009, Annual review of genomics and human genetics.

[32]  Robert P. Davey,et al.  Population genomics of domestic and wild yeasts , 2008, Nature.

[33]  A Yeast Hybrid Provides Insight into the Evolution of Gene Expression Regulation , 2009, Science.

[34]  William Stafford Noble,et al.  Global mapping of protein-DNA interactions in vivo by digital genomic footprinting , 2009, Nature Methods.

[35]  Gonçalo R. Abecasis,et al.  The Sequence Alignment/Map format and SAMtools , 2009, Bioinform..

[36]  Richard Durbin,et al.  Sequence analysis Fast and accurate short read alignment with Burrows – Wheeler transform , 2009 .

[37]  A. Visel,et al.  Genomic Views of Distant-Acting Enhancers , 2009, Nature.

[38]  Mikael Bodén,et al.  MEME Suite: tools for motif discovery and searching , 2009, Nucleic Acids Res..

[39]  Howard Y. Chang,et al.  Genome-wide views of chromatin structure. , 2009, Annual review of biochemistry.

[40]  E. Birney,et al.  Heritable Individual-Specific and Allele-Specific Chromatin Signatures in Humans , 2010, Science.

[41]  Aviv Regev,et al.  The Role of Nucleosome Positioning in the Evolution of Gene Regulation , 2010, PLoS biology.

[42]  Henry Horng-Shing Lu,et al.  Natural selection on cis and trans regulation in yeasts. , 2010, Genome research.

[43]  A. Riebler,et al.  Bayesian bivariate meta‐analysis of diagnostic test studies using integrated nested Laplace approximations , 2010, Statistics in medicine.

[44]  W. Huber,et al.  which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. MAnorm: a robust model for quantitative comparison of ChIP-Seq data sets , 2011 .

[45]  Joseph K. Pickrell,et al.  Understanding mechanisms underlying human gene expression variation with RNA sequencing , 2010, Nature.

[46]  Joaquín Dopazo,et al.  Babelomics: an integrative platform for the analysis of transcriptomics, proteomics and genomic data with advanced functional profiling , 2010, Nucleic Acids Res..

[47]  E. Birney,et al.  Allele-specific and heritable chromatin signatures in humans. , 2010, Human molecular genetics.

[48]  J. Wakefield,et al.  Bayesian inference for generalized linear mixed models. , 2010, Biostatistics.

[49]  Thomas J. Nicholas,et al.  Tracking footprints of artificial selection in the dog genome , 2010, Proceedings of the National Academy of Sciences.

[50]  Daniel A. Skelly,et al.  A powerful and flexible statistical framework for testing hypotheses of allele-specific gene expression from RNA-seq data. , 2011, Genome research.

[51]  Kevin J. Painter,et al.  Cryptic Patterning of Avian Skin Confers a Developmental Facility for Loss of Neck Feathering , 2011, PLoS biology.

[52]  Joseph K. Pickrell,et al.  DNaseI sensitivity QTLs are a major determinant of human expression variation , 2011, Nature.

[53]  J. Lieb,et al.  In Vivo Effects of Histone H3 Depletion on Nucleosome Occupancy and Position in Saccharomyces cerevisiae , 2012, PLoS genetics.

[54]  Stephen C. J. Parker,et al.  Extensive Evolutionary Changes in Regulatory Element Activity during Human Origins Are Associated with Altered Gene Expression and Positive Selection , 2012, PLoS genetics.

[55]  Nathan C. Sheffield,et al.  The accessible chromatin landscape of the human genome , 2012, Nature.

[56]  Raymond K. Auerbach,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[57]  Shane J. Neph,et al.  Systematic Localization of Common Disease-Associated Variation in Regulatory DNA , 2012, Science.

[58]  ENCODEConsortium,et al.  An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.

[59]  P. Giresi,et al.  A Detailed Protocol for Formaldehyde‐Assisted Isolation of Regulatory Elements (FAIRE) , 2013, Current protocols in molecular biology.

[60]  Inkyung Jung,et al.  Genetic Landscape of Open Chromatin in Yeast , 2013, PLoS genetics.

[61]  Shane J. Neph,et al.  Developmental Fate and Cellular Maturity Encoded in Human Regulatory DNA Landscapes , 2013, Cell.

[62]  Dan Xie,et al.  Extensive Variation in Chromatin States Across Humans , 2013, Science.

[63]  William Stafford Noble,et al.  Integrative phenomics reveals insight into the structure of phenotypic diversity in budding yeast , 2013, Genome research.