Browsing by Author "Lowe, Craig B"
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Item Open Access 29 mammalian genomes reveal novel exaptations of mobile elements for likely regulatory functions in the human genome.(PloS one, 2012-01) Lowe, Craig B; Haussler, DavidRecent research supports the view that changes in gene regulation, as opposed to changes in the genes themselves, play a significant role in morphological evolution. Gene regulation is largely dependent on transcription factor binding sites. Researchers are now able to use the available 29 mammalian genomes to measure selective constraint at the level of binding sites. This detailed map of constraint suggests that mammalian genomes co-opt fragments of mobile elements to act as gene regulatory sequence on a large scale. In the human genome we detect over 280,000 putative regulatory elements, totaling approximately 7 Mb of sequence, that originated as mobile element insertions. These putative regulatory regions are conserved non-exonic elements (CNEEs), which show considerable cross-species constraint and signatures of continued negative selection in humans, yet do not appear in a known mature transcript. These putative regulatory elements were co-opted from SINE, LINE, LTR and DNA transposon insertions. We demonstrate that at least 11%, and an estimated 20%, of gene regulatory sequence in the human genome showing cross-species conservation was co-opted from mobile elements. The location in the genome of CNEEs co-opted from mobile elements closely resembles that of CNEEs in general, except in the centers of the largest gene deserts where recognizable co-option events are relatively rare. We find that regions of certain mobile element insertions are more likely to be held under purifying selection than others. In particular, we show 6 examples where paralogous instances of an often co-opted mobile element region define a sequence motif that closely matches a transcription factor's binding profile.Item Open Access A high-resolution map of human evolutionary constraint using 29 mammals.(Nature, 2011-10-12) Lindblad-Toh, Kerstin; Garber, Manuel; Zuk, Or; Lin, Michael F; Parker, Brian J; Washietl, Stefan; Kheradpour, Pouya; Ernst, Jason; Jordan, Gregory; Mauceli, Evan; Ward, Lucas D; Lowe, Craig B; Holloway, Alisha K; Clamp, Michele; Gnerre, Sante; Alföldi, Jessica; Beal, Kathryn; Chang, Jean; Clawson, Hiram; Cuff, James; Di Palma, Federica; Fitzgerald, Stephen; Flicek, Paul; Guttman, Mitchell; Hubisz, Melissa J; Jaffe, David B; Jungreis, Irwin; Kent, W James; Kostka, Dennis; Lara, Marcia; Martins, Andre L; Massingham, Tim; Moltke, Ida; Raney, Brian J; Rasmussen, Matthew D; Robinson, Jim; Stark, Alexander; Vilella, Albert J; Wen, Jiayu; Xie, Xiaohui; Zody, Michael C; Broad Institute Sequencing Platform and Whole Genome Assembly Team; Baldwin, Jen; Bloom, Toby; Chin, Chee Whye; Heiman, Dave; Nicol, Robert; Nusbaum, Chad; Young, Sarah; Wilkinson, Jane; Worley, Kim C; Kovar, Christie L; Muzny, Donna M; Gibbs, Richard A; Baylor College of Medicine Human Genome Sequencing Center Sequencing Team; Cree, Andrew; Dihn, Huyen H; Fowler, Gerald; Jhangiani, Shalili; Joshi, Vandita; Lee, Sandra; Lewis, Lora R; Nazareth, Lynne V; Okwuonu, Geoffrey; Santibanez, Jireh; Warren, Wesley C; Mardis, Elaine R; Weinstock, George M; Wilson, Richard K; Genome Institute at Washington University; Delehaunty, Kim; Dooling, David; Fronik, Catrina; Fulton, Lucinda; Fulton, Bob; Graves, Tina; Minx, Patrick; Sodergren, Erica; Birney, Ewan; Margulies, Elliott H; Herrero, Javier; Green, Eric D; Haussler, David; Siepel, Adam; Goldman, Nick; Pollard, Katherine S; Pedersen, Jakob S; Lander, Eric S; Kellis, ManolisThe comparison of related genomes has emerged as a powerful lens for genome interpretation. Here we report the sequencing and comparative analysis of 29 eutherian genomes. We confirm that at least 5.5% of the human genome has undergone purifying selection, and locate constrained elements covering ∼4.2% of the genome. We use evolutionary signatures and comparisons with experimental data sets to suggest candidate functions for ∼60% of constrained bases. These elements reveal a small number of new coding exons, candidate stop codon readthrough events and over 10,000 regions of overlapping synonymous constraint within protein-coding exons. We find 220 candidate RNA structural families, and nearly a million elements overlapping potential promoter, enhancer and insulator regions. We report specific amino acid residues that have undergone positive selection, 280,000 non-coding elements exapted from mobile elements and more than 1,000 primate- and human-accelerated elements. Overlap with disease-associated variants indicates that our findings will be relevant for studies of human biology, health and disease.Item Open Access Adaptive sequence divergence forged new neurodevelopmental enhancers in humans.(Cell, 2022-11) Mangan, Riley J; Alsina, Fernando C; Mosti, Federica; Sotelo-Fonseca, Jesús Emiliano; Snellings, Daniel A; Au, Eric H; Carvalho, Juliana; Sathyan, Laya; Johnson, Graham D; Reddy, Timothy E; Silver, Debra L; Lowe, Craig BSearches for the genetic underpinnings of uniquely human traits have focused on human-specific divergence in conserved genomic regions, which reflects adaptive modifications of existing functional elements. However, the study of conserved regions excludes functional elements that descended from previously neutral regions. Here, we demonstrate that the fastest-evolved regions of the human genome, which we term "human ancestor quickly evolved regions" (HAQERs), rapidly diverged in an episodic burst of directional positive selection prior to the human-Neanderthal split, before transitioning to constraint within hominins. HAQERs are enriched for bivalent chromatin states, particularly in gastrointestinal and neurodevelopmental tissues, and genetic variants linked to neurodevelopmental disease. We developed a multiplex, single-cell in vivo enhancer assay to discover that rapid sequence divergence in HAQERs generated hominin-unique enhancers in the developing cerebral cortex. We propose that a lack of pleiotropic constraints and elevated mutation rates poised HAQERs for rapid adaptation and subsequent susceptibility to disease.Item Open Access Detecting differential copy number variation between groups of samples(Genome Research, 2018-02) Lowe, Craig B; Sanchez-Luege, Nicelio; Howes, Timothy R; Brady, Shannon D; Daugherty, Rhea R; Jones, Felicity C; Bell, Michael A; Kingsley, David M© 2018 Lowe et al. We present a method to detect copy number variants (CNVs) that are differentially present between two groups of sequenced samples. We use a finite-state transducer where the emitted read depth is conditioned on the mappability and GC-content of all reads that occur at a given base position. In this model, the read depth within a region is a mixture of binomials, which in simulations matches the read depth more closely than the often-used negative binomial distribution. The method analyzes all samples simultaneously, preserving uncertainty as to the breakpoints and magnitude of CNVs present in an individual when it identifies CNVs differentially present between the two groups. We apply this method to identify CNVs that are recurrently associated with postglacial adaptation of marine threespine stickleback (Gasterosteus aculeatus) to freshwater. We identify 6664 regions of the stickleback genome, totaling 1.7 Mbp, which show consistent copy number differences between marine and freshwater populations. These deletions and duplications affect both protein-coding genes and cis-regulatory elements, including a noncoding intronic telencephalon enhancer of DCHS1. The functions of the genes near or included within the 6664 CNVs are enriched for immunity and muscle development, as well as head and limb morphology. Although freshwater stickleback have repeatedly evolved from marine populations, we show that freshwater stickleback also act as reservoirs for ancient ancestral sequences that are highly conserved among distantly related teleosts, but largely missing from marine stickleback due to recent selective sweeps in marine populations.Item Open Access Divergence, Mutation, Function, Selection: The Evolution of the Human Genome(2023) Mangan, Riley JosephSearches for the genetic underpinnings of uniquely human traits have focused on human-specific divergence in conserved genomic regions, which reflects adaptive modifications of existing functional elements. However, the study of conserved regions excludes novel functional elements that descended from previously neutral regions. In this work, I integrate comparative genomic analyses with human population variation data to reveal that rapid divergence rate is associated with positive selection in human evolutionary history. Encouraged by this finding, I identified 1581 Human Ancestor Quickly Evolved Regions (HAQERs), which represent the fastest-evolved regions of the human genome. HAQERs rapidly diverged in an episodic burst of directional positive selection prior to the human-Neanderthal split before transitioning to constraint within hominins. HAQERs are enriched for bivalent chromatin states, particularly in gastrointestinal and neurodevelopmental tissues, and genetic variants linked to neurodevelopmental disease. I led a collaborative effort to develop scSTARR-seq as a multiplex single-cell in vivo enhancer assay to discover that rapid sequence divergence in HAQERs generated hominin-unique enhancers in the developing cerebral cortex. I propose that a lack of pleiotropic constraints and elevated mutation rates poised HAQERs for rapid adaptation and subsequent susceptibility to disease.
Item Open Access Endangered species hold clues to human evolution.(The Journal of heredity, 2010-07) Lowe, Craig B; Bejerano, Gill; Salama, Sofie R; Haussler, DavidWe report that 18 conserved, and by extension functional, elements in the human genome are the result of retroposon insertions that are evolving under purifying selection in mammals. We show evidence that 1 of the 18 elements regulates the expression of ASXL3 during development by encoding an alternatively spliced exon that causes nonsense-mediated decay of the transcript. The retroposon that gave rise to these functional elements was quickly inactivated in the mammalian ancestor, and all traces of it have been lost due to neutral decay. However, the tuatara has maintained a near-ancestral version of this retroposon in its extant genome, which allows us to connect the 18 human elements to the evolutionary events that created them. We propose that conservation efforts over more than 100 years may not have only prevented the tuatara from going extinct but could have preserved our ability to understand the evolutionary history of functional elements in the human genome. Through simulations, we argue that species with historically low population sizes are more likely to harbor ancient mobile elements for long periods of time and in near-ancestral states, making these species indispensable in understanding the evolutionary origin of functional elements in the human genome.Item Open Access Feather development genes and associated regulatory innovation predate the origin of Dinosauria.(Molecular biology and evolution, 2015-01) Lowe, Craig B; Clarke, Julia A; Baker, Allan J; Haussler, David; Edwards, Scott VThe evolution of avian feathers has recently been illuminated by fossils and the identification of genes involved in feather patterning and morphogenesis. However, molecular studies have focused mainly on protein-coding genes. Using comparative genomics and more than 600,000 conserved regulatory elements, we show that patterns of genome evolution in the vicinity of feather genes are consistent with a major role for regulatory innovation in the evolution of feathers. Rates of innovation at feather regulatory elements exhibit an extended period of innovation with peaks in the ancestors of amniotes and archosaurs. We estimate that 86% of such regulatory elements and 100% of the nonkeratin feather gene set were present prior to the origin of Dinosauria. On the branch leading to modern birds, we detect a strong signal of regulatory innovation near insulin-like growth factor binding protein (IGFBP) 2 and IGFBP5, which have roles in body size reduction, and may represent a genomic signature for the miniaturization of dinosaurian body size preceding the origin of flight.Item Open Access Gonomics: Uniting high performance and readability for genomics with Go.(Bioinformatics (Oxford, England), 2023-08) Au, Eric H; Fauci, Christiana; Luo, Yanting; Mangan, Riley J; Snellings, Daniel A; Shoben, Chelsea R; Weaver, Seth; Simpson, Shae K; Lowe, Craig BMany existing software libraries for genomics require researchers to pick between competing considerations: the performance of compiled languages and the accessibility of interpreted languages. Go, a modern compiled language, provides an opportunity to address this conflict. We introduce Gonomics, an open-source collection of command line programs and bioinformatic libraries implemented in Go that unites readability and performance for genomic analyses. Gonomics contains packages to read, write, and manipulate a wide array of file formats (e.g. FASTA, FASTQ, BED, BEDPE, SAM, BAM, and VCF), and can convert and interface between these formats. Furthermore, our modular library structure provides a flexible platform for researchers developing their own software tools to address specific questions. These commands can be combined and incorporated into complex pipelines to meet the growing need for high-performance bioinformatic resources. Gonomics is implemented in the Go programming language. Source code, installation instructions, and documentation are freely available at https://github.com/vertgenlab/gonomics.Item Open Access GREAT improves functional interpretation of cis-regulatory regions.(Nature biotechnology, 2010-05-02) McLean, Cory Y; Bristor, Dave; Hiller, Michael; Clarke, Shoa L; Schaar, Bruce T; Lowe, Craig B; Wenger, Aaron M; Bejerano, GillWe developed the Genomic Regions Enrichment of Annotations Tool (GREAT) to analyze the functional significance of cis-regulatory regions identified by localized measurements of DNA binding events across an entire genome. Whereas previous methods took into account only binding proximal to genes, GREAT is able to properly incorporate distal binding sites and control for false positives using a binomial test over the input genomic regions. GREAT incorporates annotations from 20 ontologies and is available as a web application. Applying GREAT to data sets from chromatin immunoprecipitation coupled with massively parallel sequencing (ChIP-seq) of multiple transcription-associated factors, including SRF, NRSF, GABP, Stat3 and p300 in different developmental contexts, we recover many functions of these factors that are missed by existing gene-based tools, and we generate testable hypotheses. The utility of GREAT is not limited to ChIP-seq, as it could also be applied to open chromatin, localized epigenomic markers and similar functional data sets, as well as comparative genomics sets.Item Open Access Species-specific endogenous retroviruses shape the transcriptional network of the human tumor suppressor protein p53(Proceedings of the National Academy of Sciences, 2007-11-20) Wang, Ting; Zeng, Jue; Lowe, Craig B; Sellers, Robert G; Salama, Sofie R; Yang, Min; Burgess, Shawn M; Brachmann, Rainer K; Haussler, DavidItem Open Access The genome of the green anole lizard and a comparative analysis with birds and mammals.(Nature, 2011-08-31) Alföldi, Jessica; Di Palma, Federica; Grabherr, Manfred; Williams, Christina; Kong, Lesheng; Mauceli, Evan; Russell, Pamela; Lowe, Craig B; Glor, Richard E; Jaffe, Jacob D; Ray, David A; Boissinot, Stephane; Shedlock, Andrew M; Botka, Christopher; Castoe, Todd A; Colbourne, John K; Fujita, Matthew K; Moreno, Ricardo Godinez; ten Hallers, Boudewijn F; Haussler, David; Heger, Andreas; Heiman, David; Janes, Daniel E; Johnson, Jeremy; de Jong, Pieter J; Koriabine, Maxim Y; Lara, Marcia; Novick, Peter A; Organ, Chris L; Peach, Sally E; Poe, Steven; Pollock, David D; de Queiroz, Kevin; Sanger, Thomas; Searle, Steve; Smith, Jeremy D; Smith, Zachary; Swofford, Ross; Turner-Maier, Jason; Wade, Juli; Young, Sarah; Zadissa, Amonida; Edwards, Scott V; Glenn, Travis C; Schneider, Christopher J; Losos, Jonathan B; Lander, Eric S; Breen, Matthew; Ponting, Chris P; Lindblad-Toh, KerstinThe evolution of the amniotic egg was one of the great evolutionary innovations in the history of life, freeing vertebrates from an obligatory connection to water and thus permitting the conquest of terrestrial environments. Among amniotes, genome sequences are available for mammals and birds, but not for non-avian reptiles. Here we report the genome sequence of the North American green anole lizard, Anolis carolinensis. We find that A. carolinensis microchromosomes are highly syntenic with chicken microchromosomes, yet do not exhibit the high GC and low repeat content that are characteristic of avian microchromosomes. Also, A. carolinensis mobile elements are very young and diverse-more so than in any other sequenced amniote genome. The GC content of this lizard genome is also unusual in its homogeneity, unlike the regionally variable GC content found in mammals and birds. We describe and assign sequence to the previously unknown A. carolinensis X chromosome. Comparative gene analysis shows that amniote egg proteins have evolved significantly more rapidly than other proteins. An anole phylogeny resolves basal branches to illuminate the history of their repeated adaptive radiations.Item Open Access Thousands of human mobile element fragments undergo strong purifying selection near developmental genes.(Proceedings of the National Academy of Sciences of the United States of America, 2007-05) Lowe, Craig B; Bejerano, Gill; Haussler, DavidAt least 5% of the human genome predating the mammalian radiation is thought to have evolved under purifying selection, yet protein-coding and related untranslated exons occupy at most 2% of the genome. Thus, the majority of conserved and, by extension, functional sequence in the human genome seems to be nonexonic. Recent work has highlighted a handful of cases where mobile element insertions have resulted in the introduction of novel conserved nonexonic elements. Here, we present a genome-wide survey of 10,402 constrained nonexonic elements in the human genome that have all been deposited by characterized mobile elements. These repeat instances have been under strong purifying selection since at least the boreoeutherian ancestor (100 Mya). They are most often located in gene deserts and show a strong preference for residing closest to genes involved in development and transcription regulation. In particular, constrained nonexonic elements with clear repetitive origins are located near genes involved in cell adhesion, including all characterized cellular members of the reelin-signaling pathway. Overall, we find that mobile elements have contributed at least 5.5% of all constrained nonexonic elements unique to mammals, suggesting that mobile elements may have played a larger role than previously recognized in shaping and specializing the landscape of gene regulation during mammalian evolution.Item Open Access Three periods of regulatory innovation during vertebrate evolution.(Science (New York, N.Y.), 2011-08) Lowe, Craig B; Kellis, Manolis; Siepel, Adam; Raney, Brian J; Clamp, Michele; Salama, Sofie R; Kingsley, David M; Lindblad-Toh, Kerstin; Haussler, DavidThe gain, loss, and modification of gene regulatory elements may underlie a substantial proportion of phenotypic changes on animal lineages. To investigate the gain of regulatory elements throughout vertebrate evolution, we identified genome-wide sets of putative regulatory regions for five vertebrates, including humans. These putative regulatory regions are conserved nonexonic elements (CNEEs), which are evolutionarily conserved yet do not overlap any coding or noncoding mature transcript. We then inferred the branch on which each CNEE came under selective constraint. Our analysis identified three extended periods in the evolution of gene regulatory elements. Early vertebrate evolution was characterized by regulatory gains near transcription factors and developmental genes, but this trend was replaced by innovations near extracellular signaling genes, and then innovations near posttranslational protein modifiers.Item Open Access Uncovering causal noncoding variants among nervous system disease linked variants with evolutionary analysis, epigenomic annotation, and in vivo scSTARR-seq(2023-04) Simpson, ShaeIntegrating information from multiple sources of genomic data, including inferred evolutionary history, epigenomic annotation, and high throughput in vivo assays, can help expand from the conclusions drawn from Genome-Wide Association Studies (GWAS) to provide causal insight into human genomic variation. I collected all nervous system disease-associated variation from the human GWAS catalog and identified variants linked to human ancestor quickly evolved regions (HAQERs), regions that rapidly evolved under positive selection and are enriched in neurodevelopmental functional elements. I identified variants located in putative enhancer elements based on open chromatin and 3-dimensional chromosome contacts with nearby promotors. To facilitate in vivo testing of these variants, I implemented haplotypeGenerator, an open-source program that infers haplotype sequences from individual variation data. I evaluated the efficiency of multiple methods of input library preparation and identified bulk transformation with maxiprep DNA isolation, as well as content validation by sequencing, as the most efficient method. The methods outlined in this work provide a framework for deeper interpretation of disease-linked variation and facilitate better understandings of the genetic determinants of human disease.