Ralph Haygood
Duke University
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Publication
Featured researches published by Ralph Haygood.
Nature Genetics | 2007
Ralph Haygood; Olivier Fedrigo; Brian Hanson; Ken-Daigoro Yokoyama; Gregory A. Wray
Surveys of protein-coding sequences for evidence of positive selection in humans or chimpanzees have flagged only a few genes known to function in neural or nutritional processes, despite pronounced differences between humans and chimpanzees in behavior, cognition and diet. It may be that most such differences are due to changes in gene regulation rather than protein structure. Here, we present the first survey of promoter (5′-flanking) regions, which are rich in cis-regulatory sequences, for evidence of positive selection in humans. Our results indicate that positive selection has targeted the regulation of many genes known to be involved in neural development and function, both in the brain and elsewhere in the nervous system, and in nutrition, particularly in glucose metabolism.
Proceedings of the National Academy of Sciences of the United States of America | 2010
Ralph Haygood; Courtney C. Babbitt; Olivier Fedrigo; Gregory A. Wray
Changes in non–protein-coding regulatory DNA sequences have been proposed to play distinctive roles in adaptive evolution. We analyzed correlations between gene functions and evidence for positive selection in a common statistical framework across several large surveys of coding and noncoding sequences throughout the human genome. Strong correlations with both classifications in gene ontologies and measurements of gene expression indicate that neural development and function have adapted mainly through noncoding changes. In contrast, adaptation via coding changes is dominated by immunity, olfaction, and male reproduction. Genes with highly tissue-specific expression have undergone more adaptive coding changes, suggesting that pleiotropic constraints inhibit such changes in broadly expressed genes. In contrast, adaptive noncoding changes do not exhibit this pattern. Our findings underscore the probable importance of noncoding changes in the evolution of human traits, particularly cognitive traits.
PLOS Biology | 2013
David A. Garfield; Daniel E. Runcie; Courtney C. Babbitt; Ralph Haygood; William J. Nielsen; Gregory A. Wray
Changes in the nature of gene interactions during development help explain the robustness of early development and the basis for developmental evolution.
Genome Biology and Evolution | 2010
Thomas A. Oliver; David A. Garfield; Mollie K. Manier; Ralph Haygood; Gregory A. Wray; Stephen R. Palumbi
Comparisons of genomic sequence between divergent species can provide insight into the action of natural selection across many distinct classes of proteins. Here, we examine the extent of positive selection as a function of tissue-specific and stage-specific gene expression in two closely-related sea urchins, the shallow-water Strongylocentrotus purpuratus and the deep-sea Allocentrotus fragilis, which have diverged greatly in their adult but not larval habitats. Genes that are expressed specifically in adult somatic tissue have significantly higher dN/dS ratios than the genome-wide average, whereas those in larvae are indistinguishable from the genome-wide average. Testis-specific genes have the highest dN/dS values, whereas ovary-specific have the lowest. Branch-site models involving the outgroup S. franciscanus indicate greater selection (ωFG) along the A. fragilis branch than along the S. purpuratus branch. The A. fragilis branch also shows a higher proportion of genes under positive selection, including those involved in skeletal development, endocytosis, and sulfur metabolism. Both lineages are approximately equal in enrichment for positive selection of genes involved in immunity, development, and cell–cell communication. The branch-site models further suggest that adult-specific genes have experienced greater positive selection than those expressed in larvae and that ovary-specific genes are more conserved (i.e., experienced greater negative selection) than those expressed specifically in adult somatic tissues and testis. Our results chart the patterns of protein change that have occurred after habitat divergence in these two species and show that the developmental or functional context in which a gene acts can play an important role in how divergent species adapt to new environments.
Brain Behavior and Evolution | 2011
Olivier Fedrigo; Adam D. Pfefferle; Courtney C. Babbitt; Ralph Haygood; Christine E. Wall; Gregory A. Wray
Differences in cognitive abilities and the relatively large brain are among the most striking differences between humans and their closest primate relatives. The energy trade-off hypothesis predicts that a major shift in energy allocation among tissues occurred during human origins in order to support the remarkable expansion of a metabolically expensive brain. However, the molecular basis of this adaptive scenario is unknown. Two glucose transporters (SLC2A1 and SLC2A4) are promising candidates and present intriguing mutations in humans, resulting, respectively, in microcephaly and disruptions in whole-body glucose homeostasis. We compared SLC2A1 and SLC2A4 expression between humans, chimpanzees and macaques, and found compensatory and biologically significant expression changes on the human lineage within cerebral cortex and skeletal muscle, consistent with mediating an energy trade-off. We also show that these two genes are likely to have undergone adaptation and participated in the development and maintenance of a larger brain in the human lineage by modulating brain and skeletal muscle energy allocation. We found that these two genes show human-specific signatures of positive selection on known regulatory elements within their 5′-untranslated region, suggesting an adaptation of their regulation during human origins. This study represents the first case where adaptive, functional and genetic lines of evidence implicate specific genes in the evolution of human brain size.
Evolution & Development | 2012
David A. Garfield; Ralph Haygood; William J. Nielsen; Gregory A. Wray
Despite the fact that noncoding sequences comprise a substantial fraction of functional sites within all genomes, the evolutionary mechanisms that operate on genetic variation within regulatory elements remain poorly understood. In this study, we examine the population genetics of the core, upstream cis‐regulatory regions of eight genes (AN, CyIIa, CyIIIa, Endo16, FoxB, HE, SM30 a, and SM50) that function during the early development of the purple sea urchin, Strongylocentrotus purpuratus. Quantitative and qualitative measures of segregating variation are not conspicuously different between cis‐regulatory and closely linked “proxy neutral” noncoding regions containing no known functional sites. Length and compound mutations are common in noncoding sequences; conventional descriptive statistics ignore such mutations, under‐representing true genetic variation by approximately 28% for these loci in this population. Patterns of variation in the cis‐regulatory regions of six of the genes examined (CyIIa, CyIIIa, Endo16, FoxB, AN, and HE) are consistent with directional selection. Genetic variation within annotated transcription factor binding sites is comparable to, and frequently greater than, that of surrounding sequences. Comparisons of two paralog pairs (CyIIa/CyIIIa and AN/HE) suggest that distinct evolutionary processes have operated on their cis‐regulatory regions following gene duplication. Together, these analyses provide a detailed view of the evolutionary mechanisms operating on noncoding sequences within a natural population, and underscore how little is known about how these processes operate on cis‐regulatory sequences.
Brain Research | 2009
Lisa R. Warner; Courtney C. Babbitt; Alexander Primus; Tonya F. Severson; Ralph Haygood; Gregory A. Wray
Tyrosine hydroxylase, the rate-limiting enzyme in catecholamine synthesis, is known to contain naturally occurring genetic variation in its promoter region that associates with a number of neuropsychological disorders. As such, examining non-coding regions is important for understanding tyrosine hydroxylase function in human health and disease. We examined approximately 2 kb upstream of the translation start site within humans and non-human primates to obtain a fine resolution map of evolutionarily and functionally relevant cis-regulatory differences. Our study investigated Macaca mulatta, Pan troglodytes, Gorilla gorilla, and Homo sapiens haplotypes using transient dual-luciferase transfection in three neuroblastoma cell lines to assay the impact of naturally occurring sequence variation on expression level. In addition to trans effects between cell lines, there are several significant expression differences between primate species, but the most striking difference was seen between human haplotypes in one cell line. Underlying this variation are numerous sequence polymorphisms, two of which influence expression within humans in a non-additive and cell line-specific manner. This study highlights functional consequences of tyrosine hydroxylase genetic variation in primates. Additionally, the results emphasize the importance of examining more than one cell line, the existence of multiple functional variants in a given promoter region and the presence of non-additive cis-interactions.Tyrosine hydroxylase, the rate-limiting enzyme in catecholamine synthesis, is known to contain naturally occurring genetic variation in its promoter region that associates with a number of neuropsychological disorders. As such, examining non-coding regions is important for understanding tyrosine hydroxylase function in human health and disease. We examined approximately 2 kb upstream of the translation start site within humans and non-human primates to obtain a fine resolution map of evolutionarily and functionally relevant cis-regulatory differences. Our study investigated Macaca mulatta, Pan troglodytes, Gorilla gorilla, and Homo sapiens haplotypes using transient dual-luciferase transfection in three neuroblastoma cell lines to assay the impact of naturally occurring sequence variation on expression level. In addition to trans effects between cell lines, there are several significant expression differences between primate species, but the most striking difference was seen between human haplotypes in one cell line. Underlying this variation are numerous sequence polymorphisms, two of which influence expression within humans in a non-additive and cell line-specific manner. This study highlights functional consequences of tyrosine hydroxylase genetic variation in primates. Additionally, the results emphasize the importance of examining more than one cell line, the existence of multiple functional variants in a given promoter region and the presence of non-additive cis-interactions.
Cell | 2007
Courtney C. Babbitt; Ralph Haygood; Gregory A. Wray
Gene duplication and divergence has long been considered an important route to adaptation and phenotypic evolution. Reporting in Nature, Hittinger and Carroll (2007) provide the first clear example of adaptations in both regulatory regions and protein-coding regions after gene duplication. This combination of evolutionary changes appears to have resolved an adaptive conflict, leading to increased organismal fitness.
Molecular Biology and Evolution | 2009
Jenny Tung; Olivier Fedrigo; Ralph Haygood; Sayan Mukherjee; Gregory A. Wray
Variation in gene expression is an important contributor to phenotypic diversity within and between species. Although this variation often has a genetic component, identification of the genetic variants driving this relationship remains challenging. In particular, measurements of gene expression usually do not reveal whether the genetic basis for any observed variation lies in cis or in trans to the gene, a distinction that has direct relevance to the physical location of the underlying genetic variant, and which may also impact its evolutionary trajectory. Allelic imbalance measurements identify cis-acting genetic effects by assaying the relative contribution of the two alleles of a cis-regulatory region to gene expression within individuals. Identification of patterns that predict commonly imbalanced genes could therefore serve as a useful tool and also shed light on the evolution of cis-regulatory variation itself. Here, we show that sequence motifs, polymorphism levels, and divergence levels around a gene can be used to predict commonly imbalanced genes in a human data set. Reduction of this feature set to four factors revealed that only one factor significantly differentiated between commonly imbalanced and nonimbalanced genes. We demonstrate that these results are consistent between the original data set and a second published data set in humans obtained using different technical and statistical methods. Finally, we show that variation in the single allelic imbalance-associated factor is partially explained by the density of genes in the region of a target gene (allelic imbalance is less probable for genes in gene-dense regions), and, to a lesser extent, the evenness of expression of the gene across tissues and the magnitude of negative selection on putative regulatory regions of the gene. These results suggest that the genomic distribution of functional cis-regulatory variants in the human genome is nonrandom, perhaps due to local differences in evolutionary constraint.
Developmental Biology | 2008
Jenna Walters; Elaine Binkley; Ralph Haygood; Laura A. Romano
An evolutionary analysis of transcriptional regulation is essential to understanding the molecular basis of phenotypic diversity. The sea urchin is an ideal system in which to explore the functional consequence of variation in cis-regulatory sequences. We are particularly interested in the evolution of genes involved in the patterning and synthesis of its larval skeleton. This study focuses on the cis-regulatory region of SM50, which has already been characterized to a considerable extent in the purple sea urchin, Strongylocentrotus purpuratus. We have isolated the cis-regulatory region from 15 individuals of S. purpuratus as well as seven closely related species in the family Strongylocentrotidae. We have performed a variety of statistical tests and present evidence that the cis-regulatory elements upstream of the SM50 gene have been subject to positive selection along the lineage leading to S. purpuratus. In addition, we have performed electrophoretic mobility shift assays (EMSAs) and demonstrate that nucleotide substitutions within Element C affect the ability of nuclear proteins to bind to this cis-regulatory element among members of the family Strongylocentrotidae. We speculate that such changes in SM50 and other genes could accumulate to produce altered patterns of gene expression with functional consequences during skeleton formation.