100 results on '"Justin C. Fay"'
Search Results
2. Multiple Changes Underlie Allelic Divergence of CUP2 Between Saccharomyces Species
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Xueying C. Li and Justin C. Fay
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saccharomyces ,cup2 ,copper resistance ,cis-regulatory evolution ,chimeras ,Genetics ,QH426-470 - Abstract
Under the model of micromutationism, phenotypic divergence between species is caused by accumulation of many small-effect changes. While mapping the causal changes to single nucleotide resolution could be difficult for diverged species, genetic dissection via chimeric constructs allows us to evaluate whether a large-effect gene is composed of many small-effect nucleotide changes. In a previously described non-complementation screen, we found an allele difference of CUP2, a copper-binding transcription factor, underlies divergence in copper resistance between Saccharomyces cerevisiae and S. uvarum. Here, we tested whether the allele effect of CUP2 was caused by multiple nucleotide changes. By analyzing chimeric constructs containing four separate regions in the CUP2 gene, including its distal promoter, proximal promoter, DNA binding domain and transcriptional activation domain, we found that all four regions of the S. cerevisiae allele conferred copper resistance, with the proximal promoter showing the largest effect, and that both additive and epistatic effects are likely involved. These findings support a model of multiple changes underlying evolution and suggest an important role of both protein coding and cis-regulatory changes in evolution.
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- 2019
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3. Genetic Basis of Variation in Heat and Ethanol Tolerance in Saccharomyces cerevisiae
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Linda Riles and Justin C. Fay
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quantitative trait ,mapping ,yeast ,natural variation ,Genetics ,QH426-470 - Abstract
Saccharomyces cerevisiae has the capability of fermenting sugar to produce concentrations of ethanol that are toxic to most organisms. Other Saccharomyces species also have a strong fermentative capacity, but some are specialized to low temperatures, whereas S. cerevisiae is the most thermotolerant. Although S. cerevisiae has been extensively used to study the genetic basis of ethanol tolerance, much less is known about temperature dependent ethanol tolerance. In this study, we examined the genetic basis of ethanol tolerance at high temperature among strains of S. cerevisiae. We identified two amino acid polymorphisms in SEC24 that cause strong sensitivity to ethanol at high temperature and more limited sensitivity to temperature in the absence of ethanol. We also identified a single amino acid polymorphism in PSD1 that causes sensitivity to high temperature in a strain dependent fashion. The genes we identified provide further insight into genetic variation in ethanol and temperature tolerance and the interdependent nature of these two traits in S. cerevisiae.
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- 2019
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4. High-throughput analysis of adaptation using barcoded strains of Saccharomyces cerevisiae
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Vincent J. Fasanello, Ping Liu, Carlos A. Botero, and Justin C. Fay
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Saccharomyces cerevisiae ,Yeast ,Experimental Evolution ,Lineage Tracking ,Fitness Assay ,Genetic Barcoding ,Medicine ,Biology (General) ,QH301-705.5 - Abstract
Background Experimental evolution of microbes can be used to empirically address a wide range of questions about evolution and is increasingly employed to study complex phenomena ranging from genetic evolution to evolutionary rescue. Regardless of experimental aims, fitness assays are a central component of this type of research, and low-throughput often limits the scope and complexity of experimental evolution studies. We created an experimental evolution system in Saccharomyces cerevisiae that utilizes genetic barcoding to overcome this challenge. Results We first confirm that barcode insertions do not alter fitness and that barcode sequencing can be used to efficiently detect fitness differences via pooled competition-based fitness assays. Next, we examine the effects of ploidy, chemical stress, and population bottleneck size on the evolutionary dynamics and fitness gains (adaptation) in a total of 76 experimentally evolving, asexual populations by conducting 1,216 fitness assays and analyzing 532 longitudinal-evolutionary samples collected from the evolving populations. In our analysis of these data we describe the strengths of this experimental evolution system and explore sources of error in our measurements of fitness and evolutionary dynamics. Conclusions Our experimental treatments generated distinct fitness effects and evolutionary dynamics, respectively quantified via multiplexed fitness assays and barcode lineage tracking. These findings demonstrate the utility of this new resource for designing and improving high-throughput studies of experimental evolution. The approach described here provides a framework for future studies employing experimental designs that require high-throughput multiplexed fitness measurements.
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- 2020
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5. Comparative Genomics Approaches Accurately Predict Deleterious Variants in Plants
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Thomas J.Y. Kono, Li Lei, Ching-Hua Shih, Paul J. Hoffman, Peter L. Morrell, and Justin C. Fay
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deleterious mutations ,phenotypes ,genome ,training set ,Genetics ,QH426-470 - Abstract
Recent advances in genome resequencing have led to increased interest in prediction of the functional consequences of genetic variants. Variants at phylogenetically conserved sites are of particular interest, because they are more likely than variants at phylogenetically variable sites to have deleterious effects on fitness and contribute to phenotypic variation. Numerous comparative genomic approaches have been developed to predict deleterious variants, but the approaches are nearly always assessed based on their ability to identify known disease-causing mutations in humans. Determining the accuracy of deleterious variant predictions in nonhuman species is important to understanding evolution, domestication, and potentially to improving crop quality and yield. To examine our ability to predict deleterious variants in plants we generated a curated database of 2,910 Arabidopsis thaliana mutants with known phenotypes. We evaluated seven approaches and found that while all performed well, their relative ranking differed from prior benchmarks in humans. We conclude that deleterious mutations can be reliably predicted in A. thaliana and likely other plant species, but that the relative performance of various approaches does not necessarily translate from one species to another.
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- 2018
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6. Hybridization and adaptive evolution of diverse Saccharomyces species for cellulosic biofuel production
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David Peris, Ryan V. Moriarty, William G. Alexander, EmilyClare Baker, Kayla Sylvester, Maria Sardi, Quinn K. Langdon, Diego Libkind, Qi-Ming Wang, Feng-Yan Bai, Jean-Baptiste Leducq, Guillaume Charron, Christian R. Landry, José Paulo Sampaio, Paula Gonçalves, Katie E. Hyma, Justin C. Fay, Trey K. Sato, and Chris Todd Hittinger
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Saccharomyces ,Biodiversity ,Ammonia fiber expansion (AFEX) ,AFEX-pretreated corn stover hydrolysate (ACSH) ,Hybridization ,Bioethanol ,Fuel ,TP315-360 ,Biotechnology ,TP248.13-248.65 - Abstract
Abstract Background Lignocellulosic biomass is a common resource across the globe, and its fermentation offers a promising option for generating renewable liquid transportation fuels. The deconstruction of lignocellulosic biomass releases sugars that can be fermented by microbes, but these processes also produce fermentation inhibitors, such as aromatic acids and aldehydes. Several research projects have investigated lignocellulosic biomass fermentation by the baker’s yeast Saccharomyces cerevisiae. Most projects have taken synthetic biological approaches or have explored naturally occurring diversity in S. cerevisiae to enhance stress tolerance, xylose consumption, or ethanol production. Despite these efforts, improved strains with new properties are needed. In other industrial processes, such as wine and beer fermentation, interspecies hybrids have combined important traits from multiple species, suggesting that interspecies hybridization may also offer potential for biofuel research. Results To investigate the efficacy of this approach for traits relevant to lignocellulosic biofuel production, we generated synthetic hybrids by crossing engineered xylose-fermenting strains of S. cerevisiae with wild strains from various Saccharomyces species. These interspecies hybrids retained important parental traits, such as xylose consumption and stress tolerance, while displaying intermediate kinetic parameters and, in some cases, heterosis (hybrid vigor). Next, we exposed them to adaptive evolution in ammonia fiber expansion-pretreated corn stover hydrolysate and recovered strains with improved fermentative traits. Genome sequencing showed that the genomes of these evolved synthetic hybrids underwent rearrangements, duplications, and deletions. To determine whether the genus Saccharomyces contains additional untapped potential, we screened a genetically diverse collection of more than 500 wild, non-engineered Saccharomyces isolates and uncovered a wide range of capabilities for traits relevant to cellulosic biofuel production. Notably, Saccharomyces mikatae strains have high innate tolerance to hydrolysate toxins, while some Saccharomyces species have a robust native capacity to consume xylose. Conclusions This research demonstrates that hybridization is a viable method to combine industrially relevant traits from diverse yeast species and that members of the genus Saccharomyces beyond S. cerevisiae may offer advantageous genes and traits of interest to the lignocellulosic biofuel industry.
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- 2017
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7. Riding the Rhythm of Melatonin Through Pregnancy to Deliver on Time
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Ronald McCarthy, Emily S. Jungheim, Justin C. Fay, Keenan Bates, Erik D. Herzog, and Sarah K. England
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melatonin ,pregnancy ,gestation ,parturition ,circadian ,chronodisruption ,Diseases of the endocrine glands. Clinical endocrinology ,RC648-665 - Abstract
Pregnancy is influenced by the circadian (“circa” or approximately; diēm or day) system, which coordinates physiology and behavior with predictable daily changes in the environment such as light/dark cycles. For example, most species deliver around a particular time of day. In mammals, circadian rhythms are controlled by the master circadian pacemaker, the suprachiasmatic nucleus. One key way that the suprachiasmatic nucleus coordinates circadian rhythms throughout the body is by regulating production of the sleep-promoting hormone melatonin. Serum melatonin concentration, which peaks at night and is suppressed during the day, is one of the best biological indicators of circadian timing. Circadian misalignment causes maternal disturbances in the temporal organization of many physiological processes including melatonin synthesis, and these disturbances of the circadian system have been linked to an increased risk for pregnancy complications. Here, we review evidence that melatonin helps regulate the maternal and fetal circadian systems and the timing of birth. Finally, we discuss the potential for melatonin-based therapeutic strategies to alleviate poor pregnancy outcomes such as preeclampsia and preterm birth.
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- 2019
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8. Sleep behavior and chronotype before and throughout pregnancy
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Peinan Zhao, Bronwyn S. Bedrick, Kristine E. Brown, Ronald McCarthy, Jessica E. Chubiz, Yo-El S. Ju, Nandini Raghuraman, Justin C. Fay, Emily S. Jungheim, Erik D. Herzog, and Sarah K. England
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Pregnancy ,Surveys and Questionnaires ,Humans ,Female ,Prospective Studies ,General Medicine ,Sleep ,Actigraphy ,Circadian Rhythm - Abstract
To compare sleep behavior before and during pregnancy.In this prospective cohort study, healthy women were followed from pre-pregnancy until delivery. At pre-pregnancy and each trimester, participants completed validated questionnaires of chronotype and sleep quality and timing, including the Munich ChronoType Questionnaire, Epworth Sleepiness Scale, and Pittsburgh Sleep Quality Index. The primary outcomes were sleep period start and end times, sleep duration, sleep midpoint, and social jetlag, compared between pre-pregnancy and each trimester. Wrist actigraphy was used to measure the same outcomes in a subset of participants.Eighty-six women were included in analysis of questionnaires. Of these, 37 provided complete actigraphy data. Questionnaire and actigraphy data indicate that participants had less social jetlag during pregnancy than before pregnancy. Sleep period start times were earlier on both work and free days in the first and second trimesters than pre-pregnancy, and returned to pre-pregnancy times by the third trimester. Actigraphy data revealed that, compared to pre-pregnancy, participants had longer sleep periods in all trimesters on work days and in the first trimester on free days. Sleep surveys revealed that participants had poorer sleep quality in the first and third trimesters and more sleepiness in the first trimester than pre-pregnancy.The first trimester of pregnancy is characterized by earlier sleep period start time, longer sleep duration, and poorer sleep quality than pre-pregnancy. Sleep quality temporarily improves in the second trimester, and sleep period start time returns to pre-pregnancy time by the third trimester.Multiple parameters of sleep have been studied in the context of pregnancy and pregnancy outcomes, but rarely in comparison to pre-pregnancy or longitudinally through pregnancy.Actigraphy and questionnaire data reveal sleep timing and quality change throughout pregnancy. These data on sleep changes in healthy pregnancy can be used as a baseline to identify sleep-related risk factors throughout pregnancy.
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- 2022
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9. Using colony size to measure fitness in Saccharomyces cerevisiae
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James H. Miller, Vincent J. Fasanello, Ping Liu, Emery R. Longan, Carlos A. Botero, and Justin C. Fay
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Competitive fitness assays in liquid culture have been a mainstay for characterizing experimental evolution of microbial populations. Growth of microbial strains has also been extensively characterized by colony size and could serve as a useful alternative if translated to per generation measurements of relative fitness. To examine fitness based on colony size, we established a relationship between cell number and colony size for strains of Saccharomyces cerevisiae robotically pinned onto solid agar plates in a high-density format. This was used to measure growth rates and estimate relative fitness differences between evolved strains and their ancestors. After controlling for edge effects through both normalization and agar-trimming, we found that fitness based on colony size is as sensitive as competitive fitness assays grown in liquid medium. While fitnesses determined from liquid and solid mediums were not equivalent, our results demonstrate that colony size provides a sensitive means of measuring fitness that is particularly well suited to measurements across many environments.
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- 2022
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10. The evolutionary patterns of barley pericentromeric chromosome regions, as shaped by linkage disequilibrium and domestication
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Yun‐Yu Chen, Miriam Schreiber, Micha M. Bayer, Ian K. Dawson, Peter E. Hedley, Li Lei, Alina Akhunova, Chaochih Liu, Kevin P. Smith, Justin C. Fay, Gary J. Muehlbauer, Brian J. Steffenson, Peter L. Morrell, Robbie Waugh, and Joanne R. Russell
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Human Genome ,Plant Biology & Botany ,pericentromeric regions ,Plant Biology ,Hordeum ,Cell Biology ,Plant Science ,Chromosomes ,Linkage Disequilibrium ,diversity ,Domestication ,evolution ,Genetics ,Biochemistry and Cell Biology ,Hordeum vulgare ,SNPs ,Biotechnology - Abstract
The distribution of recombination events along large cereal chromosomes is uneven and is generally restricted to gene-rich telomeric ends. To understand how the lack of recombination affects diversity in the large pericentromeric regions, we analysed deep exome capture data from a final panel of 815 Hordeum vulgare (barley) cultivars, landraces and wild barleys, sampled from across their eco-geographical ranges. We defined and compared variant data across the pericentromeric and non-pericentromeric regions, observing a clear partitioning of diversity both within and between chromosomes and germplasm groups. Dramatically reduced diversity was found in the pericentromeres of both cultivars and landraces when compared with wild barley. We observed a mixture of completely and partially differentiated single-nucleotide polymorphisms (SNPs) between domesticated and wild gene pools, suggesting that domesticated gene pools were derived from multiple wild ancestors. Patterns of genome-wide linkage disequilibrium, haplotype block size and number, and variant frequency within blocks showed clear contrasts among individual chromosomes and between cultivars and wild barleys. Although most cultivar chromosomes shared a single major pericentromeric haplotype, chromosome 7H clearly differentiated the two-row and six-row types associated with different geographical origins. Within the pericentromeric regions we identified 22 387 non-synonymous SNPs, 92 of which were fixed for alternative alleles in cultivar versus wild accessions. Surprisingly, only 29 SNPs found exclusively in the cultivars were predicted to be 'highly deleterious'. Overall, our data reveal an unconventional pericentromeric genetic landscape among distinct barley gene pools, with different evolutionary processes driving domestication and diversification.
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- 2022
11. Macroevolutionary diversity of traits and genomes in the model yeast genus Saccharomyces
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David Peris, Emily J. Ubbelohde, Meihua Christina Kuang, Jacek Kominek, Quinn K. Langdon, Marie Adams, Justin A. Koshalek, Amanda Beth Hulfachor, Dana A. Opulente, David J. Hall, Katie Hyma, Justin C. Fay, Jean-Baptiste Leducq, Guillaume Charron, Christian R. Landry, Diego Libkind, Carla Gonçalves, Paula Gonçalves, José Paulo Sampaio, Qi-Ming Wang, Feng-Yan Bai, Russel L. Wrobel, Chris Todd Hittinger, European Commission, Research Council of Norway, Generalitat Valenciana, National Science Foundation (US), Great Lakes Bioenergy Research Center (US), National Natural Science Foundation of China, UCIBIO - Applied Molecular Biosciences Unit, and DCV - Departamento de Ciências da Vida
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Phylogenetics ,Multidisciplinary ,Chemistry(all) ,Biochemistry, Genetics and Molecular Biology(all) ,Population genetics ,General Physics and Astronomy ,Saccharomyces cerevisiae ,General Chemistry ,Physics and Astronomy(all) ,Food microbiology ,Evolutionary genetics ,General Biochemistry, Genetics and Molecular Biology - Abstract
Species is the fundamental unit to quantify biodiversity. In recent years, the model yeast Saccharomyces cerevisiae has seen an increased number of studies related to its geographical distribution, population structure, and phenotypic diversity. However, seven additional species from the same genus have been less thoroughly studied, which has limited our understanding of the macroevolutionary events leading to the diversification of this genus over the last 20 million years. Here, we show the geographies, hosts, substrates, and phylogenetic relationships for approximately 1,800 Saccharomyces strains, covering the complete genus with unprecedented breadth and depth. We generated and analyzed complete genome sequences of 163 strains and phenotyped 128 phylogenetically diverse strains. This dataset provides insights about genetic and phenotypic diversity within and between species and populations, quantifies reticulation and incomplete lineage sorting, and demonstrates how gene flow and selection have affected traits, such as galactose metabolism. These findings elevate the genus Saccharomyces as a model to understand biodiversity and evolution in microbial eukaryotes., Some computations were performed on Tirant III of the Spanish Supercomputing Network (“Servei d’Informàtica de la Universitat de València”) under the project BCV-2021-1-0001 granted to DP, while others were performed at the Wisconsin Energy Institute and the Center for High-Throughput Computing of the University of Wisconsin–Madison. During a portion of this project, DP was a researcher funded by the European Union’s Horizon 2020 research and innovation program Marie Sklodowska-Curie, grant agreement No. 747775, the Research Council of Norway (RCN) grant Nos. RCN 324253 and 274337, and the Generalitat Valenciana plan GenT grant No. CIDEGENT/2021/039. D.P. is a recipient of an Illumina Grant for Illumina Sequencing Saccharomyces strains in this study. Q.K.L. was supported by the National Science Foundation under Grant No. DGE-1256259 (Graduate Research Fellowship) and the Predoctoral Training Program in Genetics, funded by the National Institutes of Health (5T32GM007133). This material is based upon work supported in part by the Great Lakes Bioenergy Research Center, Office of Science, Office of Biological and Environmental Research under Award Numbers DE-SC0018409 and DE-FC02-07ER64494; the National Science Foundation under Grant Nos. DEB-1253634, DEB−1442148, and DEB-2110403; and the USDA National Institute of Food and Agriculture Hatch Project Number 1020204. C.T.H. is an H. I. Romnes Faculty Fellow, supported by the Office of the Vice Chancellor for Research and Graduate Education with funding from the Wisconsin Alumni Research Foundation. QMW was supported by the National Natural Science Foundation of China (NSFC) under Grant Nos. 31770018 and 31961133020. C.R.L. holds the Canada Research Chair in Cellular Systems and Synthetic Biology, and his research on wild yeast is supported by an NSERC Discovery Grant.
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- 2022
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12. Author response: Cis-regulatory variants affect gene expression dynamics in yeast
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Justin C. Fay and Ching-Hua Shih
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Genetics ,Dynamics (mechanics) ,Gene expression ,Biology ,Affect (psychology) ,Yeast - Published
- 2021
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13. A multidisciplinary Prematurity Research Cohort Study
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Yong Wang, George A. Macones, Sarah K. England, Justin C. Fay, Molly J. Stout, Lihong V. Wang, Alison G. Cahill, Jessica Chubiz, Nandini Raghuraman, Erik D. Herzog, Phillip S. Cuculich, Alan L. Schwartz, Peinan Zhao, Methodius G. Tuuli, and Emily S. Jungheim
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Longitudinal study ,medicine.medical_specialty ,Maternal blood ,Cohort Studies ,Pregnancy ,medicine ,Humans ,Longitudinal Studies ,Prospective Studies ,Multidisciplinary ,medicine.diagnostic_test ,Obstetrics ,business.industry ,Infant, Newborn ,Infant ,Magnetic resonance imaging ,Infant, Low Birth Weight ,medicine.disease ,Cohort ,Gestation ,Premature Birth ,Female ,business ,Live birth ,Cohort study - Abstract
Background Worldwide, 10% of babies are born preterm, defined as a live birth before 37 weeks of gestation. Preterm birth is the leading cause of neonatal death, and survivors face lifelong risks of adverse outcomes. New approaches with large sample sizes are needed to identify strategies to predict and prevent preterm birth. The primary aims of the Washington University Prematurity Research Cohort Study were to conduct three prospective projects addressing possible causes of preterm birth and provide data and samples for future research. Study design Pregnant patients were recruited into the cohort between January 2017 and January 2020. Consenting patients were enrolled into the study before 20 weeks’ gestation and followed through delivery. Participants completed demographic and lifestyle surveys; provided maternal blood, placenta samples, and cord blood; and participated in up to three projects focused on underlying physiology of preterm birth: cervical imaging (Project 1), circadian rhythms (Project 2), and uterine magnetic resonance imaging and electromyometrial imaging (Project 3). Results A total of 1260 participants were enrolled and delivered during the study period. Of the participants, 706 (56%) were Black/African American, 494 (39%) were nulliparous, and 185 (15%) had a previous preterm birth. Of the 1260 participants, 1220 (97%) delivered a live infant. Of the 1220 with a live birth, 163 (14.1%) had preterm birth, of which 74 (6.1%) were spontaneous preterm birth. Of the 1220 participants with a live birth, 841 participated in cervical imaging, 1047 contributed data and/or samples on circadian rhythms, and 39 underwent uterine magnetic resonance imaging. Of the 39, 25 underwent electromyometrial imaging. Conclusion We demonstrate feasibility of recruiting and retaining a diverse cohort in a complex prospective, longitudinal study throughout pregnancy. The extensive clinical, imaging, survey, and biologic data obtained will be used to explore cervical, uterine, and endocrine physiology of preterm birth and can be used to develop novel approaches to predict and prevent preterm birth.
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- 2022
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14. Cis-regulatory variants affect gene expression dynamics in yeast
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Justin C. Fay and Ching-Hua Shih
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QH301-705.5 ,Science ,S. cerevisiae ,Genomics ,Endogeny ,yeast ,Biology ,General Biochemistry, Genetics and Molecular Biology ,Intergenic region ,evolution ,Gene expression ,Biology (General) ,Psychological repression ,Genetics ,Regulation of gene expression ,Evolutionary Biology ,Reporter gene ,General Immunology and Microbiology ,General Neuroscience ,Dynamics (mechanics) ,Genetics and Genomics ,General Medicine ,Yeast ,Medicine ,gene regulation ,Research Article - Abstract
Evolution of cis-regulatory sequences depends on how they effect gene expression and motivates both the identification and prediction of cis-regulatory variants responsible for expression differences within and between species. While much progress has been made in relating cis-regulatory variants to expression levels, the timing of gene activation and repression may also be important to the evolution of cis-regulatory sequences. We investigated allele-specific expression (ASE) dynamics within and between Saccharomyces species during the diauxic shift and found appreciable cis-acting variation in gene expression dynamics. Within species ASE is associated with intergenic variants, but ASE dynamics are more strongly associated with insertions and deletions than ASE levels. To refine these associations we used a high-throughput reporter assay to test promoter regions and individual variants. Within the subset of regions that recapitulated endogenous expression we identified and characterized cis-regulatory variants that affect expression dynamics. Between species, chimeric promoter regions generate novel patterns and indicate constraints on the evolution of gene expression dynamics. We conclude that changes in cis-regulatory sequences can tune gene expression dynamics and that the interplay between expression dynamics and other aspects expression are relevant to the evolution of cis-regulatory sequences.
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- 2021
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15. The structure and diversity of strain-level variation in vaginal bacteria
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Amanda L. Lewis, Justin C. Fay, and Brett A. Tortelli
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Adult ,microbiome ,Atopobium vaginae ,medicine.disease_cause ,Lactobacillus gasseri ,Cohort Studies ,03 medical and health sciences ,Young Adult ,Pregnancy ,vaginal bacteria ,Lactobacillus iners ,medicine ,Gardnerella vaginalis ,Humans ,Microbiome ,Research Articles ,Phylogeny ,030304 developmental biology ,Genetics ,0303 health sciences ,biology ,Lactobacillus crispatus ,Bacteria ,030306 microbiology ,Lactobacillus jensenii ,Microbiota ,population structure ,General Medicine ,biology.organism_classification ,Microbial Communities ,Metagenomics ,Vagina ,Female ,strain diversity ,human activities - Abstract
The vaginal microbiome plays an important role in human health and species of vaginal bacteria have been associated with reproductive disease. Strain-level variation is also thought to be important, but the diversity, structure and evolutionary history of vaginal strains is not as well characterized. We developed and validated an approach to measure strain variation from metagenomic data based on SNPs within the core genomes for six species of vaginal bacteria: Gardnerella vaginalis , Lactobacillus crispatus , Lactobacillus iners , Lactobacillus jensenii , Lactobacillus gasseri and Atopobium vaginae . Despite inhabiting the same environment, strain diversity and structure varies across species. All species except L. iners are characterized by multiple distinct groups of strains. Even so, strain diversity is lower in the Lactobacillus species, consistent with a more recent colonization of the human vaginal microbiome. Both strain diversity and the frequency of multi-strain samples is related to species-level diversity of the microbiome in which they occur, suggesting similar ecological factors influencing diversity within the vaginal niche. We conclude that the structure of strain-level variation provides both the motivation and means of testing whether strain-level differences contribute to the function and health consequences of the vaginal microbiome.
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- 2021
16. The structure and diversity of strain level variation in vaginal bacteria
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Justin C. Fay, Brett A. Tortelli, and Amanda L. Lewis
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Genetics ,Metagenomics ,media_common.quotation_subject ,Strain (biology) ,Niche ,Single-nucleotide polymorphism ,Colonization ,Microbiome ,Biology ,biology.organism_classification ,Bacteria ,Diversity (politics) ,media_common - Abstract
The vaginal microbiome plays an important role in human health and species of vaginal bacteria have been associated with reproductive disease. Strain level variation is also thought to be important, but the diversity, structure and evolutionary history of vaginal strains is not as well characterized. We developed and validated an approach to measure strain variation from metagenomic data based on SNPs within the core-genomes for six species of vaginal bacteria: G. vaginalis, L. crispatus, L. iners, L. jensenii, L. gasseri, and A. vaginae. Despite inhabiting the same environment, strain diversity and structure varies across species. All species except L. iners are characterized by multiple distinct groups of strains. Even so, strain diversity is lower in the Lactobacillus species, consistent with a more recent colonization of the human vaginal microbiome. Both strain diversity and the frequency of multi-strain samples is related to species-level diversity of the microbiome in which they occur, suggesting similar ecological factors influencing diversity within the vaginal niche. We conclude that the structure of strain level variation provides both the motivation and means of testing whether strain level differences contribute to the function and health consequences of the vaginal microbiome.Data SummaryAll vaginal metagenomic sequence data generated for this project can be found on the Sequence Read Archive under BioProject PRJNA639592.
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- 2020
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17. Genetic Basis of Variation in Heat and Ethanol Tolerance in Saccharomyces cerevisiae
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Justin C. Fay and Linda Riles
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0106 biological sciences ,Hot Temperature ,Saccharomyces cerevisiae Proteins ,Carboxy-Lyases ,Saccharomyces cerevisiae ,QH426-470 ,Investigations ,yeast ,01 natural sciences ,quantitative trait ,Mitochondrial Proteins ,03 medical and health sciences ,chemistry.chemical_compound ,Gene Expression Regulation, Fungal ,Genetic variation ,Genetics ,natural variation ,mapping ,Sugar ,Molecular Biology ,Gene ,Genetics (clinical) ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,Ethanol ,biology ,Strain (chemistry) ,030302 biochemistry & molecular biology ,Membrane Proteins ,Drug Tolerance ,biology.organism_classification ,Yeast ,Amino acid ,chemistry ,Biochemistry ,Fermentation ,010606 plant biology & botany - Abstract
Saccharomyces cerevisiae has the capability of fermenting sugar to produce concentrations of ethanol that are toxic to most organisms. Other Saccharomyces species also have a strong fermentative capacity, but some are specialized to low temperatures, whereas S. cerevisiae is the most thermotolerant. Although S. cerevisiae has been extensively used to study the genetic basis of ethanol tolerance, much less is known about temperature dependent ethanol tolerance. In this study, we examined the genetic basis of ethanol tolerance at high temperature among strains of S. cerevisiae. We identified two amino acid polymorphisms in SEC24 that cause strong sensitivity to ethanol at high temperature and more limited sensitivity to temperature in the absence of ethanol. We also identified a single amino acid polymorphism in PSD1 that causes sensitivity to high temperature in a strain dependent fashion. The genes we identified provide further insight into genetic variation in ethanol and temperature tolerance and the interdependent nature of these two traits in S. cerevisiae.
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- 2018
18. Comparative Genomics Approaches Accurately Predict Deleterious Variants in Plants
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Li Lei, Thomas J. Y. Kono, Justin C. Fay, Ching-Hua Shih, Peter L. Morrell, and Paul J. Hoffman
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0301 basic medicine ,Mutant ,Arabidopsis ,Genomics ,deleterious mutations ,Computational biology ,QH426-470 ,Investigations ,training set ,Genome ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,0302 clinical medicine ,Gene Duplication ,Genetic variation ,Genetics ,Arabidopsis thaliana ,Humans ,Polymorphism ,Domestication ,Gene ,Molecular Biology ,genome ,Organism ,Genetics (clinical) ,030304 developmental biology ,Comparative genomics ,0303 health sciences ,biology ,Human Genome ,phenotypes ,food and beverages ,Genetic Variation ,Reproducibility of Results ,Single Nucleotide ,Plant ,Plants ,biology.organism_classification ,Phenotype ,030104 developmental biology ,ROC Curve ,Mutation ,Plant species ,Crop quality ,030217 neurology & neurosurgery ,Genome, Plant - Abstract
Recent advances in genome resequencing have led to increased interest in prediction of the functional consequences of genetic variants. Variants at phylogenetically conserved sites are of particular interest, because they are more likely than variants at phylogenetically variable sites to have deleterious effects on fitness and contribute to phenotypic variation. Numerous comparative genomic approaches have been developed to predict deleterious variants, but they are nearly always judged based on their ability to identify known disease-causing mutations in humans. Determining the accuracy of deleterious variant predictions in nonhuman species is important to understanding evolution, domestication, and potentially to improving crop quality and yield. To examine our ability to predict deleterious variants in plants we generated a curated database of 2,910 Arabidopsis thaliana mutants with known phenotypes. We evaluated seven approaches and found that while all performed well, the single best-performing approach was a likelihood ratio test applied to homologs identified in 42 plant genomes. Although the approaches did not always agree, we found only slight differences in performance when comparing mutations with gross versus biochemical phenotypes, duplicated versus single copy genes, and when using a single approach versus ensemble predictions. We conclude that deleterious mutations can be reliably predicted in A. thaliana and likely other plant species, but that the relative performance of various approaches can depend on the organism to which they are applied.
- Published
- 2018
19. Frequent Gain and Loss of Functional Transcription Factor Binding Sites.
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Scott Doniger and Justin C. Fay
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- 2007
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20. Cis-Regulatory Divergence in Gene Expression between Two Thermally Divergent Yeast Species
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Justin C. Fay and Xueying C. Li
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0301 basic medicine ,cis-regulatory evolution ,interspecific hybrid ,Genomics ,allele-specific expression ,Regulatory Sequences, Nucleic Acid ,Biology ,medicine.disease_cause ,thermotolerance ,Divergence ,Evolution, Molecular ,Saccharomyces ,03 medical and health sciences ,0302 clinical medicine ,Species Specificity ,Gene Expression Regulation, Fungal ,Genetic variation ,Gene expression ,Genetics ,medicine ,Binding site ,Allele ,Promoter Regions, Genetic ,Gene ,Alleles ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,Regulation of gene expression ,0303 health sciences ,Mutation ,Binding Sites ,Temperature ,Genetic Variation ,DNA binding site ,030104 developmental biology ,Regulatory sequence ,Evolutionary biology ,gene expression ,030217 neurology & neurosurgery ,Research Article - Abstract
Gene regulation is a ubiquitous mechanism by which organisms respond to their environment. While organisms are often found to be adapted to the environments they experience, the role of gene regulation in environmental adaptation is not often known. In this study, we examine divergence incis-regulatory effects between twoSaccharomycesspecies,S. cerevisiaeandS. uvarum, that have substantially diverged in their thermal growth profile. We measured allele specific expression (ASE) in the species’ hybrid at three temperatures, the highest of which is lethal toS. uvarumbut not the hybrid orS. cerevisiae. We find thatS. uvarumalleles can be expressed at the same level asS. cerevisiaealleles at high temperature and mostcis-acting differences in gene expression are not dependent on temperature. While a small set of 136 genes show temperature-dependent ASE, we find no indication that signatures of directionalcis-regulatory evolution are associated with temperature. Within promoter regions we find binding sites enriched upstream of temperature responsive genes, but only weak correlations between binding site and expression divergence. Our results indicate that temperature divergence betweenS. cerevisiaeandS. uvarumhas not caused widespread divergence incis-regulatory activity, but point to a small subset of genes where the species’ alleles show differences in magnitude or opposite responses to temperature. The difficulty of explaining divergence incis-regulatory sequences with models of transcription factor binding sites and nucleosome positioning highlights the importance of identifying mutations that underliecis-regulatory divergence between species.
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- 2017
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21. Hybridization and adaptive evolution of diverse Saccharomyces species for cellulosic biofuel production
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Feng-Yan Bai, Qi Ming Wang, Paula Gonçalves, José Paulo Sampaio, Chris Todd Hittinger, EmilyClare P. Baker, Quinn K. Langdon, Katie E. Hyma, William G. Alexander, Kayla Sylvester, Diego Libkind, Christian R. Landry, Guillaume Charron, Trey K. Sato, Ryan V. Moriarty, Jean-Baptiste Leducq, David Peris, Maria Sardi, and Justin C. Fay
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0301 basic medicine ,BIOETHANOL ,Xylose ,Applied Microbiology and Biotechnology ,Saccharomyces ,Biotecnología Industrial ,chemistry.chemical_compound ,XYLOSE ,Ethanol fuel ,Ammonia fiber expansion (AFEX) ,2. Zero hunger ,biology ,Hydrolysate toxins ,purl.org/becyt/ford/2.9 [https] ,food and beverages ,AMMONIA FIBER EXPANSION (AFEX) ,Biodiversity ,AFEX-PRETREATED CORN STOVER HYDROLYSATE (ACSH) ,General Energy ,Biofuel ,Cellulosic ethanol ,HYDROLYSATE TOXINS ,HYBRIDIZATION ,Biotechnology ,lcsh:Biotechnology ,Saccharomyces cerevisiae ,Lignocellulosic biomass ,Bioethanol ,INGENIERÍAS Y TECNOLOGÍAS ,Management, Monitoring, Policy and Law ,lcsh:Fuel ,03 medical and health sciences ,lcsh:TP315-360 ,lcsh:TP248.13-248.65 ,Hybridization ,Renewable Energy, Sustainability and the Environment ,business.industry ,Research ,biology.organism_classification ,Yeast ,AFEX-pretreated corn stover hydrolysate (ACSH) ,030104 developmental biology ,chemistry ,purl.org/becyt/ford/2 [https] ,BIODIVERSITY ,business ,SACCHAROMYCES - Abstract
Background: Lignocellulosic biomass is a common resource across the globe, and its fermentation offers a promising option for generating renewable liquid transportation fuels. The deconstruction of lignocellulosic biomass releases sugars that can be fermented by microbes, but these processes also produce fermentation inhibitors, such as aromatic acids and aldehydes. Several research projects have investigated lignocellulosic biomass fermentation by the baker's yeast Saccharomyces cerevisiae. Most projects have taken synthetic biological approaches or have explored naturally occurring diversity in S. cerevisiae to enhance stress tolerance, xylose consumption, or ethanol production. Despite these efforts, improved strains with new properties are needed. In other industrial processes, such as wine and beer fermentation, interspecies hybrids have combined important traits from multiple species, suggesting that interspecies hybridization may also offer potential for biofuel research. Results: To investigate the efficacy of this approach for traits relevant to lignocellulosic biofuel production, we generated synthetic hybrids by crossing engineered xylose-fermenting strains of S. cerevisiae with wild strains from various Saccharomyces species. These interspecies hybrids retained important parental traits, such as xylose consumption and stress tolerance, while displaying intermediate kinetic parameters and, in some cases, heterosis (hybrid vigor). Next, we exposed them to adaptive evolution in ammonia fiber expansion-pretreated corn stover hydrolysate and recovered strains with improved fermentative traits. Genome sequencing showed that the genomes of these evolved synthetic hybrids underwent rearrangements, duplications, and deletions. To determine whether the genus Saccharomyces contains additional untapped potential, we screened a genetically diverse collection of more than 500 wild, non-engineered Saccharomyces isolates and uncovered a wide range of capabilities for traits relevant to cellulosic biofuel production. Notably, Saccharomyces mikatae strains have high innate tolerance to hydrolysate toxins, while some Saccharomyces species have a robust native capacity to consume xylose. Conclusions: This research demonstrates that hybridization is a viable method to combine industrially relevant traits from diverse yeast species and that members of the genus Saccharomyces beyond S. cerevisiae may offer advantageous genes and traits of interest to the lignocellulosic biofuel industry. Fil: Peris, David. University of Wisconsin; Estados Unidos Fil: Moriarty, Ryan V.. University of Wisconsin; Estados Unidos Fil: Alexander, William G.. University of Wisconsin; Estados Unidos Fil: Baker, EmilyClare. University of Wisconsin; Estados Unidos Fil: Sylvester, Kayla. University of Wisconsin; Estados Unidos Fil: Sardi, Maria. University of Wisconsin; Estados Unidos Fil: Langdon, Quinn K.. University of Wisconsin; Estados Unidos Fil: Libkind Frati, Diego. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Patagonia Norte. Instituto Andino Patagónico de Tecnologías Biológicas y Geoambientales. Universidad Nacional del Comahue. Instituto Andino Patagónico de Tecnologías Biológicas y Geoambientales.; Argentina Fil: Wang, Qi-Ming. University of Wisconsin; Estados Unidos. Institute Of Microbiology Chinese Academy Of Sciences; China Fil: Bai, Feng-Yan. Institute Of Microbiology Chinese Academy Of Sciences; China Fil: Leducq, Jean Baptiste. University of Montreal; Canadá. Laval University; Canadá Fil: Charron, Guillaume. Laval University; Canadá Fil: Landry, Christian R.. Laval University; Canadá Fil: Sampaio, José Paulo. New University Of Lisbon; Portugal Fil: Gonçalves, Paula. New University Of Lisbon; Portugal Fil: Hyma, Katie E.. Washington University in St. Louis; Estados Unidos Fil: Fay, Justin C.. Washington University in St. Louis; Estados Unidos Fil: Sato, Trey K.. University of Wisconsin; Estados Unidos Fil: Hittinger, Chris Todd. University of Wisconsin; Estados Unidos
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- 2017
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22. Associations between the vaginal microbiome and Candida colonization in women of reproductive age
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Jeffrey F. Peipert, Amanda L. Lewis, Jenifer E. Allsworth, Nadum Member-Meneh, Hilary Reno, Warren G. Lewis, Brett A. Tortelli, Justin C. Fay, and Lynne Foster
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Adult ,Adolescent ,Article ,Microbiology ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Lactobacillus ,Lactobacillus iners ,Medicine ,Humans ,Colonization ,030212 general & internal medicine ,Microbiome ,Candida albicans ,Lactobacillus crispatus ,Candida ,030219 obstetrics & reproductive medicine ,biology ,business.industry ,Microbiota ,food and beverages ,Obstetrics and Gynecology ,biology.organism_classification ,medicine.disease ,Cross-Sectional Studies ,Vagina ,Female ,Nugent score ,Bacterial vaginosis ,business - Abstract
Background The composition of bacteria within the vaginal microbiome has garnered a lot of recent attention and has been associated with reproductive health and disease. Despite the common occurrence of yeast (primarily Candida) within the vaginal microbiome, there is still an incomplete picture of relationships between yeast and bacteria (especially lactobacilli), as well as how such associations are governed. Such relationships could be important to a more holistic understanding of the vaginal microbiome and its connection to reproductive health. Objective The objective of the study was to perform molecular characterization of clinical specimens to define associations between vaginal bacteria (especially Lactobacillus species) and Candida colonization. In vitro studies were conducted to test the 2 most common dominant Lactobacillus species (Lactobacillus crispatus and Lactobacillus iners) in their ability to inhibit Candida growth and to examine the basis for such inhibition. Study design A nested cross-sectional study of reproductive-age women from the Contraceptive CHOICE Project was conducted. Vaginal swabs from 299 women were selected to balance race and bacterial vaginosis status, resulting in a similar representation of black and white women in each of the 3 Nugent score categories (normal [0-3], intermediate [4-6], and bacterial vaginosis [7-10]). Sequencing of the 16S ribosomal gene (V4 region) was used to determine the dominant Lactobacillus species present (primarily Lactobacillus iners and Lactobacillus crispatus), defined as >50% of the community. Subjects without dominance by a single Lactobacillus species were classified as Diverse. A Candida-specific quantitative polymerase chain reaction targeting the internally transcribed spacer 1 was validated using vaginal samples collected from a second cohort of women and used to assess Candida colonization. Two hundred fifty-five nonpregnant women with sufficient bacterial biomass for analysis were included in the final analysis. Generalized linear models were used to evaluate associations between Lactobacillus dominance, sociodemographic and risk characteristics, and vaginal Candida colonization. In separate in vitro studies, the potential of cell-free supernatants from Lactobacillus crispatus and Lactobacillus iners cultures to inhibit Candida growth was evaluated. Results Forty-two women (16%) were vaginally colonized with Candida. Microbiomes characterized as Diverse (38%), Lactobacillus iners-dominant (39%), and Lactobacillus crispatus-dominant (20%) were the most common. The microbiome, race, and Candida colonization co-varied with a higher prevalence of Candida among black women and Lactobacillus iners-dominant communities compared with white women and Lactobacillus crispatus-dominant communities. Lactobacillus iners-dominant communities were more likely to harbor Candida than Lactobacillus crispatus-dominant communities (odds ratio, 2.85, 95% confidence interval, 1.03-7.21; Fisher exact test, P = .048). In vitro, Lactobacillus crispatus produced greater concentrations of lactic acid and exhibited significantly more pH-dependent growth inhibition of Candida albicans, suggesting a potential mechanism for the clinical observations. Conclusion In nonpregnant women, Lactobacillus iners-dominant communities were significantly more likely to harbor Candida than Lactobacillus crispatus-dominant communities, suggesting that Lactobacillus species have different relationships with Candida. In vitro experiments indicate that Lactobacillus crispatus may impede Candida colonization more effectively than Lactobacillus iners through a greater production of lactic acid.
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- 2019
23. Riding the Rhythm of Melatonin Through Pregnancy to Deliver on Time
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Emily S. Jungheim, Keenan Bates, Sarah K. England, Ronald McCarthy, Justin C. Fay, and Erik D. Herzog
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0301 basic medicine ,Endocrinology, Diabetes and Metabolism ,Physiology ,030209 endocrinology & metabolism ,melatonin ,Review ,fetal outcomes ,lcsh:Diseases of the endocrine glands. Clinical endocrinology ,Melatonin ,03 medical and health sciences ,Endocrinology ,0302 clinical medicine ,Rhythm ,gestation ,chronodisruption ,Medicine ,Circadian rhythm ,parturition ,Fetus ,Pregnancy ,lcsh:RC648-665 ,Suprachiasmatic nucleus ,business.industry ,medicine.disease ,030104 developmental biology ,circadian ,Gestation ,pregnancy ,business ,Hormone ,medicine.drug - Abstract
Pregnancy is influenced by the circadian (“circa” or approximately; diēm or day) system, which coordinates physiology and behavior with predictable daily changes in the environment such as light/dark cycles. For example, most species deliver around a particular time of day. In mammals, circadian rhythms are controlled by the master circadian pacemaker, the suprachiasmatic nucleus. One key way that the suprachiasmatic nucleus coordinates circadian rhythms throughout the body is by regulating production of the sleep-promoting hormone melatonin. Serum melatonin concentration, which peaks at night and is suppressed during the day, is one of the best biological indicators of circadian timing. Circadian misalignment causes maternal disturbances in the temporal organization of many physiological processes including melatonin synthesis, and these disturbances of the circadian system have been linked to an increased risk for pregnancy complications. Here, we review evidence that melatonin helps regulate the maternal and fetal circadian systems and the timing of birth. Finally, we discuss the potential for melatonin-based therapeutic strategies to alleviate poor pregnancy outcomes such as preeclampsia and preterm birth.
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- 2019
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24. Pregnancy Induces an Earlier Chronotype in Both Mice and Women
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Carmel A. Martin-Fairey, Till Roenneberg, Leping Wan, Xiaofeng Ma, Sarah K. England, Emily S. Jungheim, Ronald McCarthy, Erik D. Herzog, Peinan Zhao, and Justin C. Fay
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0301 basic medicine ,Adult ,Time Factors ,Physiology ,Photoperiod ,Endogeny ,Article ,Shift work ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Pregnancy ,Physiology (medical) ,Medicine ,Animals ,Humans ,Circadian rhythm ,business.industry ,Chronotype ,Actigraphy ,medicine.disease ,Circadian Rhythm ,CLOCK ,Mice, Inbred C57BL ,030104 developmental biology ,Phenotype ,Female ,Sleep onset ,business ,Sleep ,030217 neurology & neurosurgery ,Locomotion - Abstract
Daily rhythms generated by endogenous circadian mechanisms and synchronized to the light-dark cycle have been implicated in the timing of birth in a wide variety of species. Although chronodisruption (e.g., shift work or clock gene mutations) is associated with poor reproductive outcomes, little is known about circadian timing during pregnancy. This study tested whether daily rhythms change during full-term pregnancies in mice and women. We compared running wheel activity continuously in both nonpregnant ( n = 14) and pregnant ( n = 13) 12- to 24-week-old C57BL/6NJ mice. We also monitored wrist actigraphy in women ( N = 39) for 2 weeks before conception and then throughout pregnancy and measured daily times of sleep onset. We found that on the third day of pregnancy, mice shift their activity to an earlier time compared with nonpregnant dams. Their time of daily activity onset was maximally advanced by almost 4 h around day 7 of pregnancy and then shifted back to the nonpregnant state approximately 1 week before delivery. Mice also showed reduced levels of locomotor activity during their last week of pregnancy. Similarly, in women, the timing of sleep onset was earlier during the first and second trimesters (gestational weeks 4-13 and 14-27) than before pregnancy and returned to the prepregnant state during the third trimester (weeks 28 until delivery). Women also showed reduced levels of locomotor activity throughout pregnancy. These results indicate that pregnancy induces changes in daily rhythms, altering both time of onset and amount of activity. These changes are conserved between mice and women.
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- 2019
25. Mitochondrial DNA and temperature tolerance in lager yeasts
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Ryan V. Moriarty, Justin C. Fay, Xueying C. Li, David Peris, EmilyClare P. Baker, Chris Todd Hittinger, European Commission, National Institutes of Health (US), National Institute of Food and Agriculture (US), and The Pew Charitable Trusts
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Thermotolerance ,Mitochondrial DNA ,Saccharomyces cerevisiae ,Biology ,DNA, Mitochondrial ,Saccharomyces ,03 medical and health sciences ,Genetics ,Research Articles ,030304 developmental biology ,Hybrid ,0303 health sciences ,Multidisciplinary ,Whole Genome Sequencing ,Strain (chemistry) ,Chimera ,030306 microbiology ,Saccharomyces eubayanus ,technology, industry, and agriculture ,Beer ,SciAdv r-articles ,food and beverages ,biology.organism_classification ,Saccharomyces pastorianus ,Yeast ,Cold Temperature ,Genetic Loci ,Fermentation ,Genome, Mitochondrial ,Hybridization, Genetic ,Adaptation ,Research Article - Abstract
A growing body of research suggests that the mitochondrial genome (mtDNA) is important for temperature adaptation. In the yeast genus Saccharomyces, species have diverged in temperature tolerance, driving their use in high- or low-temperature fermentations. Here, we experimentally test the role of mtDNA in temperature tolerance in synthetic and industrial hybrids (Saccharomyces cerevisiae × Saccharomyces eubayanus or Saccharomyces pastorianus), which cold-brew lager beer. We find that the relative temperature tolerances of hybrids correspond to the parent donating mtDNA, allowing us to modulate lager strain temperature preferences. The strong influence of mitotype on the temperature tolerance of otherwise identical hybrid strains provides support for the mitochondrial climactic adaptation hypothesis in yeasts and demonstrates how mitotype has influenced the world’s most commonly fermented beverage., This work was supported by the USDA National Institute of Food and Agriculture (Hatch project no. 1003258), the NSF (grant no. DEB-1253634), and in part by the DOE Great Lakes Bioenergy Research Center (DOE BER Office of Science; nos. DE-SC0018409 and DE-FC02-07ER64494). E.P.B. was supported by a Louis and Elsa Thomsen Wisconsin Distinguished Graduate Fellowship. C.T.H. is a Pew Scholar in the Biomedical Sciences and a Vilas Faculty Early Career Investigator, supported by the Pew Charitable Trusts and the Vilas Trust Estate. D.P. is a Marie Sklodowska-Curie fellow of the European Union’s Horizon 2020 research and innovation programme (grant agreement no. 747775). J.C.F. was supported by the NIH (no. GM080669)
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- 2019
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26. Mitochondria-encoded genes contribute to evolution of heat and cold tolerance in yeast
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Justin C. Fay, Elaine A. Sia, Xueying C. Li, Chris Todd Hittinger, David Peris, National Institutes of Health (US), National Institute of Food and Agriculture (US), National Science Foundation (US), Great Lakes Bioenergy Research Center (US), The Pew Charitable Trusts, and European Commission
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Thermotolerance ,Mitochondrial DNA ,congenital, hereditary, and neonatal diseases and abnormalities ,Hot Temperature ,Saccharomyces cerevisiae Proteins ,Saccharomyces cerevisiae ,genetic processes ,information science ,Mitochondrion ,urologic and male genital diseases ,Genetic analysis ,DNA, Mitochondrial ,Electron Transport Complex IV ,Evolution, Molecular ,03 medical and health sciences ,Genetics ,Gene ,Research Articles ,Alleles ,030304 developmental biology ,0303 health sciences ,Multidisciplinary ,biology ,Base Sequence ,030306 microbiology ,food and beverages ,SciAdv r-articles ,Reproductive isolation ,biology.organism_classification ,Phenotype ,Yeast ,Cold Temperature ,Genes, Mitochondrial ,Genome, Mitochondrial ,Research Article - Abstract
Genetic analysis of phenotypic differences between species is typically limited to interfertile species. Here, we conducted a genome-wide noncomplementation screen to identify genes that contribute to a major difference in thermal growth profile between two reproductively isolated yeast species, Saccharomyces cerevisiae and Saccharomyces uvarum. The screen identified only a single nuclear-encoded gene with a moderate effect on heat tolerance, but, in contrast, revealed a large effect of mitochondrial DNA (mitotype) on both heat and cold tolerance. Recombinant mitotypes indicate that multiple genes contribute to thermal divergence, and we show that protein divergence in COX1 affects both heat and cold tolerance. Our results point to the yeast mitochondrial genome as an evolutionary hotspot for thermal divergence., This work was supported by the NIH (grant GM080669) to J.C.F. Additional support to C.T.H. was provided by the USDA National Institute of Food and Agriculture (Hatch project 1003258), the National Science Foundation (DEB-1253634), and the DOE Great Lakes Bioenergy Research Center (DOE BER Office of Science DE-SC0018409 and DE-FC02-07ER64494 to T. J. Donohue). C.T.H. is a Pew Scholar in the Biomedical Sciences and a Vilas Faculty Early Career Investigator, supported by the Pew Charitable Trusts and the Vilas Trust Estate, respectively. D.P. is a Marie Sklodowska-Curie fellow of the European Union’s Horizon 2020 research and innovation programme (grant agreement no. 747775).
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- 2019
27. Selective Photonic Disinfection of Cell Culture Using a Visible Ultrashort Pulsed Laser
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Samuel Achilefu, Shaw-Wei D. Tsen, Bert Jacobs, Kong-Thon Tsen, Tatiana P. Ugarova, Justin C. Fay, Karen V. Kibler, and Nataly P. Podolnikova
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0301 basic medicine ,Pulsed laser ,Materials science ,business.industry ,Nanotechnology ,Microbial contamination ,01 natural sciences ,Article ,Atomic and Molecular Physics, and Optics ,Electronic mail ,010309 optics ,03 medical and health sciences ,Broad spectrum ,030104 developmental biology ,Cell culture ,Mammalian cell ,0103 physical sciences ,Electrical and Electronic Engineering ,Photonics ,business - Abstract
Microbial contamination of cell culture is a major problem encountered both in academic labs and in the biotechnology/pharmaceutical industries. A broad spectrum of microbes, including mycoplasma, bacteria, fungi, and viruses are the causative agents of cell-culture contamination. Unfortunately, the existing disinfection techniques lack selectivity and/or lead to the development of drug-resistance, and more importantly there is no universal method to address all the microbes. Here, we report a novel, chemical-free visible ultrashort pulsed laser method for cell-culture disinfection. The ultrashort pulsed laser technology inactivates pathogens with mechanical means, a paradigm shift from the traditional pharmaceutical and chemical approaches. We demonstrate that ultrashort pulsed laser treatment can efficiently inactivate mycoplasma, bacteria, yeast, and viruses with good preservation of mammalian cell viability. Our results indicate that this ultrashort pulsed laser technology has the potential to serve as a universal method for the disinfection of cell culture.
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- 2016
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28. A polyploid admixed origin of beer yeasts derived from European and Asian wine populations
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Maitreya J. Dunham, Gareth A. Cromie, Ping Liu, Catherine L. Ludlow, Giang T. Ong, Eric W. Jeffery, Aimée M. Dudley, and Justin C. Fay
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0301 basic medicine ,Heredity ,Wine ,Yeast and Fungal Models ,Genome ,Geographical Locations ,0302 clinical medicine ,Short Reports ,Medicine and Health Sciences ,Biology (General) ,Genetics ,0303 health sciences ,education.field_of_study ,biology ,General Neuroscience ,Alcoholic Beverages ,food and beverages ,Beer ,Eukaryota ,Europe ,Genetic Mapping ,Experimental Organism Systems ,General Agricultural and Biological Sciences ,Asia ,QH301-705.5 ,Animal Types ,Saccharomyces cerevisiae ,Population ,Research and Analysis Methods ,General Biochemistry, Genetics and Molecular Biology ,Polyploidy ,Beverages ,03 medical and health sciences ,Saccharomyces ,Model Organisms ,Polyploid ,Animals ,Domestic Animals ,Allele ,Domestication ,education ,Alleles ,030304 developmental biology ,Nutrition ,General Immunology and Microbiology ,Haplotype ,Organisms ,Fungi ,Biology and Life Sciences ,biology.organism_classification ,Yeast ,Diet ,030104 developmental biology ,Haplotypes ,Genetic Loci ,Fermentation ,People and Places ,Animal Studies ,Departures from Diploidy ,Zoology ,030217 neurology & neurosurgery - Abstract
Strains of Saccharomyces cerevisiae used to make beer, bread, and wine are genetically and phenotypically distinct from wild populations associated with trees. The origins of these domesticated populations are not always clear; human-associated migration and admixture with wild populations have had a strong impact on S. cerevisiae population structure. We examined the population genetic history of beer strains and found that ale strains and the S. cerevisiae portion of allotetraploid lager strains were derived from admixture between populations closely related to European grape wine strains and Asian rice wine strains. Similar to both lager and baking strains, ale strains are polyploid, providing them with a passive means of remaining isolated from other populations and providing us with a living relic of their ancestral hybridization. To reconstruct their polyploid origin, we phased the genomes of two ale strains and found ale haplotypes to both be recombinants between European and Asian alleles and to also contain novel alleles derived from extinct or as yet uncharacterized populations. We conclude that modern beer strains are the product of a historical melting pot of fermentation technology., Brewer's yeast has been used to make fermented beverages for millennia. A genome analysis of beer and other yeast strains shows that beer yeast have a polyploid admixed origin derived from European and Asian wine populations., Author summary The budding yeast Saccharomyces cerevisiae has long been used to make beer. Yeast strains used to make ales are known to differ genetically and phenotypically from strains used to make wine and from strains isolated from nature, such as oak isolates. Beer strains are also known to be polyploid, having more than two copies of their genome per cell. To determine the ancestry of beer strains, we compared the genomes of beer strains with the genomes of a large collection of strains isolated from diverse sources and geographic locations. We found ale, baking, and the S. cerevisiae portion of lager strains to have ancestry that is a mixture of European grape wine strains and Asian rice wine strains and that they carry novel alleles from an extinct or uncharacterized population. The mixed ancestry of beer strains has been maintained in a polyploid state, which provided a means of strain diversification through gain or loss of genetic variation within a strain but also a means of maintaining brewing characteristics by reducing or eliminating genetic exchange with other strains. Our results show that ale strains emerged from a mixture of previously used fermentation technology.
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- 2018
29. The fate of deleterious variants in a barley genomic prediction population
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Chaochih Liu, Thomas J. Y. Kono, Justin C. Fay, Kevin P. Smith, Emily E Vonderharr, Peter L. Morrell, and Daniel Koenig
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0106 biological sciences ,Genotype ,Population ,Single-nucleotide polymorphism ,Investigations ,Biology ,Polymorphism, Single Nucleotide ,01 natural sciences ,Genome ,DNA Resequencing ,03 medical and health sciences ,Gene Frequency ,Gene density ,Genetics ,Exome ,Allele ,Codon ,education ,Allele frequency ,Selection (genetic algorithm) ,030304 developmental biology ,0303 health sciences ,education.field_of_study ,Phylogenetic tree ,Homozygote ,Genetic Variation ,Hordeum ,Genomics ,Sequence Analysis, DNA ,Plant Breeding ,Genetics, Population ,Biological Variation, Population ,Mutation (genetic algorithm) ,010606 plant biology & botany - Abstract
Targeted identification and purging of deleterious genetic variants has been proposed as a novel approach to animal and plant breeding. This strategy is motivated, in part, by the observation that demographic events and strong selection associated with cultivated species pose a “cost of domestication.” This includes an increase in the proportion of genetic variants where a mutation is likely to reduce fitness. Recent advances in DNA resequencing and sequence constraint-based approaches to predict the functional impact of a mutation permit the identification of putatively deleterious SNPs (dSNPs) on a genome-wide scale. Using exome capture resequencing of 21 barley 6-row spring breeding lines, we identify 3,855 dSNPs among 497,754 total SNPs. In order to polarize SNPs as ancestral versus derived, we generated whole genome resequencing data ofHordeum murinumssp.glaucumas a phylogenetic outgroup. The dSNPs occur at higher density in portions of the genome with a higher recombination rate than in pericentromeric regions with lower recombination rate and gene density. Using 5,215 progeny from a genomic prediction experiment, we examine the fate of dSNPs over three breeding cycles. Average derived allele frequency is lower for dSNPs than any other class of variants. Adjusting for initial frequency, derived alleles at dSNPs reduce in frequency or are lost more often than other classes of SNPs. The highest yielding lines in the experiment, as chosen by standard genomic prediction approaches, carry fewer homozygous dSNPs than randomly sampled lines from the same progeny cycle. In the final cycle of the experiment, progeny selected by genomic prediction have a mean of 5.6% fewer homozygous dSNPs relative to randomly chosen progeny from the same cycle.Author SummaryThe nature of genetic variants underlying complex trait variation has been the source of debate in evolutionary biology. Here, we provide evidence that agronomically important phenotypes are influenced by rare, putatively deleterious variants. We use exome capture resequencing and a hypothesis-based test for codon conservation to predict deleterious SNPs (dSNPS) in the parents of a multi-parent barley breeding population. We also generated whole-genome resequencing data ofHordeum murinum, a phylogenetic outgroup to barley, to polarize dSNPs by ancestral versus derived state. dSNPs occur disproportionately in the gene-rich chromosome arms, rather than in the recombination-poor pericentromeric regions. They also decrease in frequency more often than other variants at the same initial frequency during recurrent selection for grain yield and disease resistance. Finally, we identify a region on chromosome 4H that strongly associated with agronomic phenotypes in which dSNPs appear to be hitchhiking with favorable variants. Our results show that targeted identification and removal of dSNPs from breeding programs is a viable strategy for crop improvement, and that standard genomic prediction approaches may already contain some information about unobserved segregating dSNPs.
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- 2018
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30. Chronodisruption: An untimely cause of preterm birth?
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Justin C. Fay, Sarah K. England, Emily S. Jungheim, Lauren D. Reschke, Ronald McCarthy, and Erik D. Herzog
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0301 basic medicine ,business.industry ,Obstetrics and Gynecology ,Endogeny ,General Medicine ,Multiple species ,Chronobiology Disorders ,Circadian Rhythm ,03 medical and health sciences ,Human health ,030104 developmental biology ,0302 clinical medicine ,Pregnancy ,Medicine ,Animals ,Humans ,Labor Onset ,Premature Birth ,Female ,Circadian rhythm ,business ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Circadian rhythms, endogenous and entrainable adaptations to 24-hour cycles of light and dark, influence almost all physiologic functions. Emerging evidence suggests that the disruption of normal circadian rhythms, termed chronodisruption, could affect a wide range of disease-related processes. In this review, we describe the molecular generation of circadian rhythms, the effects of chronodisruption on human health, the circadian timing of birth in multiple species, the possible effects of chronodisruption on preterm birth, and some of the open questions in this field.
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- 2018
31. Mouse models of preterm birth: suggested assessment and reporting guidelines
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Jeff Reese, Carmel A. Martin-Fairey, Sarah K. England, Jennifer L. Herington, Dorothy K. Sojka, Justin C. Fay, Mala Mahendroo, Erin J. Plosa, Ronald McCarthy, Elaine L. Shelton, Emily S. Jungheim, Erik D. Herzog, and Molly J. Stout
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0301 basic medicine ,medicine.medical_specialty ,Obstetric Labor ,MEDLINE ,Review ,Biology ,03 medical and health sciences ,Mice ,Obstetric Labor, Premature ,gestation ,Pregnancy ,medicine ,Animals ,Humans ,mouse models ,parturition ,High rate ,Health consequences ,Extramural ,Obstetrics ,preterm birth ,Cell Biology ,General Medicine ,medicine.disease ,3. Good health ,Disease Models, Animal ,030104 developmental biology ,Reproductive Medicine ,Gestation ,Female - Abstract
Preterm birth affects approximately 1 out of every 10 births in the United States, leading to high rates of mortality and long-term negative health consequences. To investigate the mechanisms leading to preterm birth so as to develop prevention strategies, researchers have developed numerous mouse models of preterm birth. However, the lack of standard definitions for preterm birth in mice limits our field's ability to compare models and make inferences about preterm birth in humans. In this review, we discuss numerous mouse preterm birth models, propose guidelines for experiments and reporting, and suggest markers that can be used to assess whether pups are premature or mature. We argue that adoption of these recommendations will enhance the utility of mice as models for preterm birth., To improve reporting of mouse models of preterm birth, a set of universal guidelines and simple assays of developmental markers are proposed to distinguish between mature and premature pups.
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- 2018
32. A multi-phase approach to select new wine yeast strains with enhanced fermentative fitness and glutathione production
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Francesco Mezzetti, Luciana De Vero, Justin C. Fay, Paolo Giudici, and Tommaso Bonciani
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0301 basic medicine ,Genotype ,Performance ,Saccharomyces cerevisiae ,Adaptive evolution ,Wine ,Context (language use) ,Computational biology ,Biology ,Genetic recombination ,Applied Microbiology and Biotechnology ,03 medical and health sciences ,Phylogeny ,Selection (genetic algorithm) ,Winemaking ,Molybdenum ,Strain (biology) ,General Medicine ,biology.organism_classification ,Glutathione ,Yeast in winemaking ,Phenotype ,030104 developmental biology ,Fermentation ,Trait ,Biotechnology - Abstract
The genetic improvement of winemaking yeasts is a virtually infinite process, as the design of new strains must always cope with varied and ever-evolving production contexts. Good wine yeasts must feature both good primary traits, which are related to the overall fermentative fitness of the strain, and secondary traits, which provide accessory features augmenting its technological value. In this context, the superiority of "blind," genetic improvement techniques, as those based on the direct selection of the desired phenotype without prior knowledge of the genotype, was widely proven. Blind techniques such as adaptive evolution strategies were implemented for the enhancement of many traits of interest in the winemaking field. However, these strategies usually focus on single traits: this possibly leads to genetic tradeoff phenomena, where the selection of enhanced secondary traits might lead to sub-optimal primary fermentation traits. To circumvent this phenomenon, we applied a multi-step and strongly directed genetic improvement strategy aimed at combining a strong fermentative aptitude (primary trait) with an enhanced production of glutathione (secondary trait). We exploited the random genetic recombination associated to a library of 69 monosporic clones of strain UMCC 855 (Saccharomyces cerevisiae) to search for new candidates possessing both traits. This was achieved by consecutively applying three directional selective criteria: molybdate resistance (1), fermentative aptitude (2), and glutathione production (3). The strategy brought to the selection of strain 21T2-D58, which produces a high concentration of glutathione, comparable to that of other glutathione high-producers, still with a much greater fermentative aptitude.
- Published
- 2018
33. Phylogeny based discovery of regulatory elements.
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Jason Gertz, Justin C. Fay, and Barak A. Cohen
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- 2006
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34. Patterns of Gene Conversion in Duplicated Yeast Histones Suggest Strong Selection on a Coadapted Macromolecular Complex
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Gavin C. Conant, Kathy Scienski, and Justin C. Fay
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Genetics ,Concerted evolution ,Saccharomyces cerevisiae Proteins ,gene conversion ,Saccharomyces cerevisiae ,Biology ,Genome ,Evolution, Molecular ,Histones ,Phylogenetic Pattern ,Gene Duplication ,Gene cluster ,Gene duplication ,genome duplication ,Gene family ,Gene conversion ,Selection, Genetic ,Gene ,Ecology, Evolution, Behavior and Systematics ,Research Article - Abstract
We find evidence for interlocus gene conversion in five duplicated histone genes from six yeast species. The sequences of these duplicated genes, surviving from the ancient genome duplication, show phylogenetic patterns inconsistent with the well-resolved orthology relationships inferred from a likelihood model of gene loss after the genome duplication. Instead, these paralogous genes are more closely related to each other than any is to its nearest ortholog. In addition to simulations supporting gene conversion, we also present evidence for elevated rates of radical amino acid substitutions along the branches implicated in the conversion events. As these patterns are similar to those seen in ribosomal proteins that have undergone gene conversion, we speculate that in cases where duplicated genes code for proteins that are a part of tightly interacting complexes, selection may favor the fixation of gene conversion events in order to maintain high protein identities between duplicated copies.
- Published
- 2015
35. Cori meets Dobzhansky: Evolution and Gene Expression in St. Louis
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David N. Arnosti, Justin C. Fay, and Julia Zeitlinger
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Regulation of gene expression ,Natural selection ,Evolutionary biology ,Biology ,humanities ,General Biochemistry, Genetics and Molecular Biology ,Biochemical mechanism ,St louis - Abstract
St. Louis and its famous Gateway Arch were the setting of the Special Symposium: Evolution and Core Processes in Gene Regulation, sponsored by the American Society for Biochemistry and Molecular Biology. Biochemists and evolutionary biologists highlighted growing connections between studies of biochemical mechanism and natural selection on gene expression.
- Published
- 2015
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36. Disease consequences of human adaptation
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Justin C. Fay
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Trade-offs ,lcsh:QH426-470 ,Evolution ,Pharmaceutical Science ,Review ,Disease ,Biology ,03 medical and health sciences ,0302 clinical medicine ,Allele ,Adaptation ,Set (psychology) ,Molecular Biology ,030304 developmental biology ,Genetics ,0303 health sciences ,Natural selection ,Phenotype ,3. Good health ,Genetic hitchhiking ,lcsh:Genetics ,Evolutionary biology ,Health ,Human genome ,030217 neurology & neurosurgery ,Biotechnology ,Hitchhiking - Abstract
Adaptive evolution has provided us with a unique set of characteristics that define us as humans, including morphological, physiological and cellular changes. Yet, natural selection provides no assurances that adaptation is without human health consequences; advantageous mutations will increase in frequency so long as there is a net gain in fitness. As such, the current incidence of human disease can depend on previous adaptations. Here, I review genome-wide and gene-specific studies in which adaptive evolution has played a role in shaping human genetic disease. In addition to the disease consequences of adaptive phenotypes, such as bipedal locomotion and resistance to certain pathogens, I review evidence that adaptive mutations have influenced the frequency of linked disease alleles through genetic hitchhiking. Taken together, the links between human adaptation and disease highlight the importance of their combined influence on functional variation within the human genome and offer opportunities to discover and characterize such variation., Highlights • I review evidence that adaptive evolution has shaped human genetic disease. • Adaptive phenotypes are linked to human health problems. • Balancing selection acts on disease alleles.-Disease alleles hitchhike with recent adaptive substitutions. • Positively selected genes can have human health consequences.
- Published
- 2013
37. Genomic Sequence Diversity and Population Structure ofSaccharomyces cerevisiaeAssessed by RAD-seq
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Catherine L. Ludlow, Angela A. Huang, Justin C. Fay, Gareth A. Cromie, Patrick May, Teresa L. Gilbert, Katie E. Hyma, Aimée M. Dudley, and Cecilia Garmendia-Torres
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Heterozygote ,Saccharomyces cerevisiae ,Population ,Investigations ,yeast ,Genome ,RAD-seq ,DNA sequencing ,03 medical and health sciences ,0302 clinical medicine ,Genotype ,Genetic variation ,Genetics ,education ,Molecular Biology ,Genetics (clinical) ,030304 developmental biology ,2. Zero hunger ,0303 health sciences ,Genetic diversity ,education.field_of_study ,Multiple sequence alignment ,biology ,Genetic Variation ,population structure ,Sequence Analysis, DNA ,genetic diversity ,biology.organism_classification ,phylogenetics ,Phylogeography ,Genetics, Population ,Genome, Fungal ,030217 neurology & neurosurgery - Abstract
The budding yeast Saccharomyces cerevisiae is important for human food production and as a model organism for biological research. The genetic diversity contained in the global population of yeast strains represents a valuable resource for a number of fields, including genetics, bioengineering, and studies of evolution and population structure. Here, we apply a multiplexed, reduced genome sequencing strategy (restriction site−associated sequencing or RAD-seq) to genotype a large collection of S. cerevisiae strains isolated from a wide range of geographical locations and environmental niches. The method permits the sequencing of the same 1% of all genomes, producing a multiple sequence alignment of 116,880 bases across 262 strains. We find diversity among these strains is principally organized by geography, with European, North American, Asian, and African/S. E. Asian populations defining the major axes of genetic variation. At a finer scale, small groups of strains from cacao, olives, and sake are defined by unique variants not present in other strains. One population, containing strains from a variety of fermentations, exhibits high levels of heterozygosity and a mixture of alleles from European and Asian populations, indicating an admixed origin for this group. We propose a model of geographic differentiation followed by human-associated admixture, primarily between European and Asian populations and more recently between European and North American populations. The large collection of genotyped yeast strains characterized here will provide a useful resource for the broad community of yeast researchers.
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- 2013
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38. Mixing of vineyard and oak-tree ecotypes ofSaccharomyces cerevisiaein North American vineyards
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Justin C. Fay and Katie E. Hyma
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Gene Flow ,Genotype ,education ,Population genetics ,Wine ,Saccharomyces cerevisiae ,Vineyard ,Article ,Trees ,Gene flow ,Quercus ,Botany ,Genetics ,Saccharomyces paradoxus ,DNA, Fungal ,Phylogeny ,Soil Microbiology ,Ecology, Evolution, Behavior and Systematics ,Isolation by distance ,Base Sequence ,biology ,Ecotype ,Ecology ,Beer ,Genetic Variation ,food and beverages ,Bread ,Sequence Analysis, DNA ,biology.organism_classification ,Sympatric speciation ,visual_art ,North America ,Plant Bark ,visual_art.visual_art_medium ,Bark ,Sequence Alignment - Abstract
Humans have had a significant impact on the distribution and abundance of Saccharomyces cerevisiae through its widespread use in beer, bread and wine production. Yet, similar to other Saccharomyces species, S. cerevisiae has also been isolated from habitats unrelated to fermentations. Strains of S. cerevisiae isolated from grapes, wine must and vineyards worldwide are genetically differentiated from strains isolated from oak-tree bark, exudate and associated soil in North America. However, the causes and consequences of this differentiation have not yet been resolved. Historical differentiation of these two groups may have been influenced by geographic, ecological or human-associated barriers to gene flow. Here, we make use of the relatively recent establishment of vineyards across North America to identify and characterize any active barriers to gene flow between these two groups. We examined S. cerevisiae strains isolated from grapes and oak trees within three North American vineyards and compared them to those isolated from oak trees outside of vineyards. Within vineyards, we found evidence of migration between grapes and oak trees and potential gene flow between the divergent oak-tree and vineyard groups. Yet, we found no vineyard genotypes on oak trees outside of vineyards. In contrast, Saccharomyces paradoxus isolated from the same sources showed population structure characterized by isolation by distance. The apparent absence of ecological or genetic barriers between sympatric vineyard and oak-tree populations of S. cerevisiae implies that vineyards play an important role in the mixing between these two groups.
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- 2013
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39. Understanding genetic changes underlying the molybdate resistance and the glutathione production inSaccharomyces cerevisiaewine strains using an evolution-based strategy
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Francesco Mezzetti, Justin C. Fay, Luciana De Vero, and Paolo Giudici
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Genetics ,biology ,Strain (biology) ,Saccharomyces cerevisiae ,Glutathione ,biology.organism_classification ,Phenotype ,Genetic recombination ,chemistry.chemical_compound ,Biochemistry ,chemistry ,Genotype ,Gene expression ,Gene - Abstract
In this work we have investigated the genetic changes underlying the high glutathione (GSH) production showed by the evolvedSaccharomyces cerevisiaestrain UMCC 2581, selected in a molybdate-enriched environment after sexual recombination of the parental wine strain UMCC 855. To reach our goal, we first generated strains with the desired phenotype, and then we mapped changes underlying adaptation to molybdate by using a whole-genome sequencing. Moreover, we carried out the RNA-seq that allowed an accurate measurement of gene expression and an effective comparison between the transcriptional profiles of parental and evolved strains, in order to investigate the relationship between genotype and high GSH production phenotype.Among all genes evaluated only two genes,MED2andRIM15both related to oxidative stress response, presented new mutations in the UMCC 2581 strain sequence and were potentially related to the evolved phenotype.Regarding the expression of high GSH production phenotype, it included over-expression of amino acids permeases and precursor biosynthetic enzymes rather than the two GSH metabolic enzymes, whereas GSH production and metabolism, transporter activity, vacuolar detoxification and oxidative stress response enzymes were probably added resulting in the molybdate resistance phenotype. This work provides an example of a combination of an evolution-based strategy to successful obtain yeast strain with desired phenotype and inverse engineering approach to genetic characterize the evolved strain. The obtained genetic information could be useful for further optimization of the evolved strains and for providing an even more rapid approach to identify new strains, with a high GSH production, through a marked-assisted selection strategy.
- Published
- 2016
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40. Genetic variation and expression changes associated with molybdate resistance from a glutathione producing wine strain of Saccharomyces cerevisiae
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Francesco Mezzetti, Luciana De Vero, Justin C. Fay, and Paolo Giudici
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0301 basic medicine ,Candidate gene ,lcsh:Medicine ,Gene Expression ,Wine ,Yeast and Fungal Models ,Genetic analysis ,Biochemistry ,Gene Expression Regulation, Fungal ,Medicine and Health Sciences ,Amino Acids ,lcsh:Science ,Winemaking ,Fermentation in winemaking ,Multidisciplinary ,Chromosome Biology ,Organic Compounds ,Strain (biology) ,Gene Ontologies ,Alcoholic Beverages ,food and beverages ,Genomics ,Glutathione ,Chromosome 12 ,Chemistry ,Experimental Organism Systems ,Physical Sciences ,Research Article ,Saccharomyces cerevisiae ,Genes, Fungal ,Biology ,Research and Analysis Methods ,Chromosomes ,Beverages ,03 medical and health sciences ,Saccharomyces ,Model Organisms ,Drug Resistance, Fungal ,Genetic variation ,Genetics ,Sulfur Containing Amino Acids ,Cysteine ,Nutrition ,Molybdenum ,030102 biochemistry & molecular biology ,lcsh:R ,Organic Chemistry ,Organisms ,Fungi ,Chemical Compounds ,Genetic Variation ,Biology and Life Sciences ,Computational Biology ,Chromosome 1 ,Proteins ,Cell Biology ,biology.organism_classification ,Genome Analysis ,Chromosome Pairs ,Yeast ,Diet ,030104 developmental biology ,lcsh:Q - Abstract
Glutathione (GSH) production during wine fermentation is a desirable trait as it can limit must and wine oxidation and protect various aromatic compounds. UMCC 2581 is a Saccharomyces cerevisiae wine strain with enhanced GSH content at the end of wine fermentation. This strain was previously derived by selection for molybdate resistance following a sexual cycle of UMCC 855 using an evolution-based strategy. In this study, we examined genetic and gene expression changes associated with the derivation of UMCC 2581. For genetic analysis we sporulated the diploid UMCC 855 parental strain and found four phenotype classes of segregants related to molybdate resistance, demonstrating the presence of segregating variation from the parental strain. Using bulk segregant analysis we mapped molybdate traits to two loci. By sequencing both the parental and evolved strain genomes we identified candidate mutations within the two regions as well as an extra copy of chromosome 1 in UMCC 2581. Combining the mapped loci with gene expression profiles of the evolved and parental strains we identified a number of candidate genes with genetic and/or gene expression changes that could underlie molybdate resistance and increased GSH levels. Our results provide insight into the genetic basis of GSH production relevant to winemaking and highlight the value of enhancing wine strains using existing variation present in wine strains.
- Published
- 2016
41. Changes in the relative abundance of two Saccharomyces species from oak forests to wine fermentations
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Jure Piškur, Lorena Butinar, Justin C. Fay, Ping Liu, Sofia Dashko, and Helena Volk
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0301 basic medicine ,Microbiology (medical) ,030106 microbiology ,Rare species ,lcsh:QR1-502 ,microbiome ,Wine ,yeast ,Vineyard ,Saccharomyces ,Paradoxus ,Microbiology ,lcsh:Microbiology ,03 medical and health sciences ,Abundance (ecology) ,Saccharomyces paradoxus ,Dominance (ecology) ,Relative species abundance ,030304 developmental biology ,Original Research ,0303 health sciences ,biology ,Ecology ,030306 microbiology ,fungi ,15. Life on land ,biology.organism_classification ,Sympatric speciation ,Fermentation ,Saccharomyces kudriavzevii - Abstract
Saccharomyces cerevisiae and its sibling species Saccharomyces paradoxus are known to inhabit temperate arboreal habitats across the globe. Despite their sympatric distribution in the wild, S. cerevisiae is predominantly associated with human fermentations. The apparent ecological differentiation of these species is particularly striking in Europe where S. paradoxus is abundant in forests and S. cerevisiae is abundant in vineyards. However, ecological differences may be confounded with geographic differences in species abundance. To compare the distribution and abundance of these two species we isolated Saccharomyces strains from over 1200 samples taken from vineyard and forest habitats in Slovenia. We isolated numerous strains of S. cerevisiae and S. paradoxus, as well as a small number of Saccharomyces kudriavzevii strains, from both vineyard and forest environments. We find S. cerevisiae less abundant than S. paradoxus on oak trees both within and outside the vineyard, but more abundant on grapevines and associated substrates. Analysis of the uncultured microbiome shows, that both S. cerevisiae and S. paradoxus are rare species in soil and bark samples, but can be much more common in grape must. In contrast to S. paradoxus, European strains of S. cerevisiae have acquired multiple traits thought to be important for life in the vineyard and dominance of wine fermentations. We conclude, that S. cerevisiae and S. paradoxus currently share both vineyard and non-vineyard habitats in Slovenia and we discuss factors relevant to their global distribution and relative abundance.
- Published
- 2016
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42. Weighing the evidence for adaptation at the molecular level
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Justin C. Fay
- Subjects
Genetics ,Genome evolution ,Natural selection ,Bacteria ,Models, Genetic ,Adaptation, Biological ,Population genetics ,Epistasis, Genetic ,Biology ,Article ,Evolution, Molecular ,Genetic hitchhiking ,Evolutionary biology ,Molecular evolution ,Mutation ,Animals ,Humans ,Drosophila ,Genetic Fitness ,Selection, Genetic ,Neutral theory of molecular evolution ,Selection (genetic algorithm) ,Neutral mutation - Abstract
The abundance of genome polymorphism and divergence data has provided unprecedented insight into how mutation, drift and natural selection shape genome evolution. Application of the McDonald–Kreitman (MK) test to such data indicates a pervasive influence of positive selection, particularly in Drosophila species. However, evidence for positive selection in other species ranging from yeast to humans is often weak or absent. Although evidence for positive selection could be obscured in some species, there is also reason to believe that the frequency of adaptive substitutions could be overestimated as a result of epistatic fitness effects or hitchhiking of deleterious mutations. Based on these considerations it is argued that the common assumption of independence among sites must be relaxed before abandoning the neutral theory of molecular evolution.
- Published
- 2011
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43. Preventing preterm birth: the past limitations and new potential of animal models
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Louis J. Muglia, Christine K. Ratajczak, and Justin C. Fay
- Subjects
Systems biology ,ved/biology.organism_classification_rank.species ,Neuroscience (miscellaneous) ,Medicine (miscellaneous) ,Biology ,Bioinformatics ,General Biochemistry, Genetics and Molecular Biology ,Mice ,Species Specificity ,Immunology and Microbiology (miscellaneous) ,Pregnancy ,Risk Factors ,medicine ,Animals ,Model organism ,High rate ,ved/biology ,Parturition ,Intensive care management ,Cognition ,medicine.disease ,United States ,Models, Animal ,Premature Birth ,Gestation ,Female ,Public Health - Abstract
The high rate of preterm birth in the USA and many other countries is a potential target for improving children’s immediate health and reducing the medical problems they face as adults. The acute complications for infants born prematurely often require intensive care management and are followed by long-lasting cognitive, sensory, motor, and cardiovascular deficits that substantially limit adult capabilities and survival. The inability to effectively reduce preterm birth stems from the failure to understand normal mechanisms of parturition in humans. Although studies from several model organisms help define the physiology of maintenance and termination of pregnancy, there are fundamental differences between species. For example, species regulate their production of progesterone, the crucial hormone in sustaining pregnancy, differently. This limits the extent to which models can provide meaningful information about the physiological mechanisms of human gestation. The growing wealth of sequenced mammalian genomes, computational comparative genomic tools and systems biology approaches provides new potential to utilize the divergence of DNA sequences and physiology between species to understand the genetic underpinnings of preterm birth.
- Published
- 2010
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44. Is Transcription Factor Binding Site Turnover a Sufficient Explanation for Cis-Regulatory Sequence Divergence?
- Author
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Justin C. Fay and Sandeep Venkataram
- Subjects
Sequence analysis ,Molecular Sequence Data ,Sequence alignment ,Saccharomyces cerevisiae ,yeast ,Regulatory Sequences, Nucleic Acid ,Biology ,Conserved sequence ,Evolution, Molecular ,Open Reading Frames ,03 medical and health sciences ,0302 clinical medicine ,Sequence Homology, Nucleic Acid ,Yeasts ,evolution ,Genetics ,Consensus sequence ,Binding site ,Research Articles ,Conserved Sequence ,Ecology, Evolution, Behavior and Systematics ,030304 developmental biology ,0303 health sciences ,Binding Sites ,Models, Genetic ,regulation ,DNA binding site ,Sequence logo ,Regulatory sequence ,DNA, Intergenic ,Genome, Fungal ,Sequence Alignment ,030217 neurology & neurosurgery ,Protein Binding ,Transcription Factors - Abstract
The molecular evolution of cis-regulatory sequences is not well understood. Comparisons of closely related species show that cis-regulatory sequences contain a large number of sites constrained by purifying selection. In contrast, there are a number of examples from distantly related species where cis-regulatory sequences retain little to no sequence similarity but drive similar patterns of gene expression. Binding site turnover, whereby the gain of a redundant binding site enables loss of a previously functional site, is one model by which cis-regulatory sequences can diverge without a concurrent change in function. To determine whether cis-regulatory sequence divergence is consistent with binding site turnover, we examined binding site evolution within orthologous intergenic sequences from 14 yeast species defined by their syntenic relationships with adjacent coding sequences. Both local and global alignments show that nearly all distantly related orthologous cis-regulatory sequences have no significant level of sequence similarity but are enriched for experimentally identified binding sites. Yet, a significant proportion of experimentally identified binding sites that are conserved in closely related species are absent in distantly related species and so cannot be explained by binding site turnover. Depletion of binding sites depends on the transcription factor but is detectable for a quarter of all transcription factors examined. Our results imply that binding site turnover is not a sufficient explanation for cis-regulatory sequence evolution.
- Published
- 2010
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45. A Combined-Cross Analysis Reveals Genes With Drug-Specific and Background-Dependent Effects on Drug Sensitivity in Saccharomyces cerevisiae
- Author
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Justin C. Fay and Hyun Seok Kim
- Subjects
Drug ,Saccharomyces cerevisiae Proteins ,Genotype ,media_common.quotation_subject ,Genes, Fungal ,Quantitative Trait Loci ,Saccharomyces cerevisiae ,Cystathionine beta-Synthase ,Single-nucleotide polymorphism ,Investigations ,Quantitative trait locus ,Aquaporins ,Xenobiotics ,Drug Resistance, Fungal ,Genetic linkage ,Genetics ,Gene ,Crosses, Genetic ,media_common ,Models, Genetic ,biology ,Chromosome Mapping ,Epistasis, Genetic ,biology.organism_classification ,Phenotype ,Chromosomes, Fungal - Abstract
Effective pharmacological therapy is often inhibited by variable drug responses and adverse drug reactions. Dissecting the molecular basis of different drug responses is difficult due to complex interactions involving multiple genes, pathways, and cellular processes. We previously found a single nucleotide polymorphism within cystathionine β-synthase (CYS4) that causes multi-drug sensitivity in a vineyard strain of Saccharomyces cerevisiae. However, not all variation was accounted for by CYS4. To identify additional genes influencing drug sensitivity, we used CYS4 as a covariate and conducted both single- and combined-cross linkage mapping. After eliminating numerous false-positive associations, we identified 16 drug-sensitivity loci, only 3 of which had been previously identified. Of 4 drug-sensitivity loci selected for validation, 2 showed replicated associations in independent crosses, and two quantitative trait genes within these regions, AQY1 and MKT1, were found to have drug-specific and background-dependent effects. Our results suggest that drug response may often depend on interactions between genes with multi-drug and drug-specific effects.
- Published
- 2009
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46. Identification of deleterious mutations within three human genomes
- Author
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Sung Chun and Justin C. Fay
- Subjects
Genomics ,Biology ,medicine.disease_cause ,Genome ,Gene Frequency ,Databases, Genetic ,Methods ,Genetics ,medicine ,Animals ,Humans ,Allele frequency ,Genetics (clinical) ,Comparative genomics ,Likelihood Functions ,Mutation ,Genome, Human ,business.industry ,Computational Biology ,Human genetics ,Vertebrates ,Human genome ,Personalized medicine ,business ,Gene Deletion - Abstract
Each human carries a large number of deleterious mutations. Together, these mutations make a significant contribution to human disease. Identification of deleterious mutations within individual genome sequences could substantially impact an individual’s health through personalized prevention and treatment of disease. Yet, distinguishing deleterious mutations from the massive number of nonfunctional variants that occur within a single genome is a considerable challenge. Using a comparative genomics data set of 32 vertebrate species we show that a likelihood ratio test (LRT) can accurately identify a subset of deleterious mutations that disrupt highly conserved amino acids within protein-coding sequences, which are likely to be unconditionally deleterious. The LRT is also able to identify known human disease alleles and performs as well as two commonly used heuristic methods, SIFT and PolyPhen. Application of the LRT to three human genomes reveals 796–837 deleterious mutations per individual, ;40% of which are estimated to be at
- Published
- 2009
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47. Association of cohesin and Nipped-B with transcriptionally active regions of the Drosophila melanogaster genome
- Author
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Tatyana G. Kahn, Maria Gause, Ziva Misulovin, Mark D. Biggin, Stewart MacArthur, Vincenzo Pirrotta, Dale Dorsett, Michael B. Eisen, Xiao-Yong Li, Yuri B. Schwartz, and Justin C. Fay
- Subjects
Chromatin Immunoprecipitation ,Cohesin complex ,Chromosomal Proteins, Non-Histone ,Genome, Insect ,Cell Cycle Proteins ,RNA polymerase II ,Article ,Genetics ,Animals ,Drosophila Proteins ,Gene ,Cells, Cultured ,Genetics (clinical) ,Oligonucleotide Array Sequence Analysis ,Homeodomain Proteins ,Cohesin loading ,biology ,Cohesin ,Gene Expression Regulation, Developmental ,Nuclear Proteins ,Chromatin ,DNA-Binding Proteins ,Establishment of sister chromatid cohesion ,Meiosis ,Drosophila melanogaster ,biology.protein ,RNA Polymerase II ,biological phenomena, cell phenomena, and immunity ,Chromatin immunoprecipitation - Abstract
The cohesin complex is a chromosomal component required for sister chromatid cohesion that is conserved from yeast to man. The similarly conserved Nipped-B protein is needed for cohesin to bind to chromosomes. In higher organisms, Nipped-B and cohesin regulate gene expression and development by unknown mechanisms. Using chromatin immunoprecipitation, we find that Nipped-B and cohesin bind to the same sites throughout the entire non-repetitive Drosophila genome. They preferentially bind transcribed regions and overlap with RNA polymerase II. This contrasts sharply with yeast, where cohesin binds almost exclusively between genes. Differences in cohesin and Nipped-B binding between Drosophila cell lines often correlate with differences in gene expression. For example, cohesin and Nipped-B bind the Abd-B homeobox gene in cells in which it is transcribed, but not in cells in which it is silenced. They bind to the Abd-B transcription unit and downstream regulatory region and thus could regulate both transcriptional elongation and activation. We posit that transcription facilitates cohesin binding, perhaps by unfolding chromatin, and that Nipped-B then regulates gene expression by controlling cohesin dynamics. These mechanisms are likely involved in the etiology of Cornelia de Lange syndrome, in which mutation of one copy of the NIPBL gene encoding the human Nipped-B ortholog causes diverse structural and mental birth defects.
- Published
- 2007
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48. Independent Origins of Yeast Associated with Coffee and Cacao Fermentation
- Author
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Michelle Hays, Amy Sirr, Gareth A. Cromie, Justin C. Fay, Cecilia Garmendia-Torres, Catherine L. Ludlow, Eric W. Jeffery, Aimée M. Dudley, and Colburn Field
- Subjects
0301 basic medicine ,Theobroma ,030106 microbiology ,Niche ,Transportation ,Saccharomyces cerevisiae ,Coffee ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,Botany ,Winemaking ,Wine ,Cacao ,biology ,Geography ,Amazon rainforest ,Human migration ,business.industry ,Coffea ,food and beverages ,biology.organism_classification ,Yeast ,030104 developmental biology ,Fermentation ,General Agricultural and Biological Sciences ,business - Abstract
Modern transportation networks have facilitated the migration and mingling of previously isolated populations of plants, animals, and insects. Human activities can also influence the global distribution of microorganisms. The best-understood example is yeasts associated with winemaking. Humans began making wine in the Middle East over 9,000 years ago [1, 2]. Selecting favorable fermentation products created specialized strains of Saccharomyces cerevisiae [3, 4] that were transported along with grapevines. Today, S. cerevisiae strains residing in vineyards around the world are genetically similar, and their population structure suggests a common origin that followed the path of human migration [3-7]. Like wine, coffee and cacao depend on microbial fermentation [8, 9] and have been globally dispersed by humans. Theobroma cacao originated in the Amazon and Orinoco basins of Colombia and Venezuela [10], was cultivated in Central America by Mesoamerican peoples, and was introduced to Europeans by Hernan Cortes in 1530 [11]. Coffea, native to Ethiopia, was disseminated by Arab traders throughout the Middle East and North Africa in the 6(th) century and was introduced to European consumers in the 17(th) century [12]. Here, we tested whether the yeasts associated with coffee and cacao are genetically similar, crop-specific populations or genetically diverse, geography-specific populations. Our results uncovered populations that, while defined by niche and geography, also bear signatures of admixture between major populations in events independent of the transport of the plants. Thus, human-associated fermentation and migration may have affected the distribution of yeast involved in the production of coffee and chocolate.
- Published
- 2015
49. The role of deleterious substitutions in crop genomes
- Author
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Kevin P. Smith, Justin C. Fay, Chaochih Liu, Fengli Fu, Robert M. Stupar, Peter L. Morrell, Mohsen Mohammadi, Thomas J. Y. Kono, Paul J. Hoffman, and Peter Tiffin
- Subjects
0301 basic medicine ,Crops, Agricultural ,0106 biological sciences ,Mutation rate ,Demographic history ,Population ,Genetic Fitness ,deleterious mutations ,Single-nucleotide polymorphism ,Biology ,Polymorphism, Single Nucleotide ,01 natural sciences ,Genome ,Evolution, Molecular ,03 medical and health sciences ,Gene Frequency ,Mutation Rate ,Genetic variation ,Genetics ,education ,Domestication ,Molecular Biology ,Exome ,Ecology, Evolution, Behavior and Systematics ,Discoveries ,bioinformatics ,030304 developmental biology ,resequencing ,2. Zero hunger ,0303 health sciences ,education.field_of_study ,Chromosome Mapping ,Computational Biology ,Genetic Variation ,Hordeum ,Sequence Analysis, DNA ,crops ,Phenotype ,Plant Breeding ,030104 developmental biology ,Amino Acid Substitution ,SNP annotation ,Mutation ,Soybeans ,Genome, Plant ,010606 plant biology & botany - Abstract
Populations continually incur new mutations with fitness effects ranging from lethal to adaptive. While the distribution of fitness effects (DFE) of new mutations is not directly observable, many mutations likely have either no effect on organismal fitness or are deleterious. Historically, it has been hypothesized that a population may carry many mildly deleterious variants as segregating variation, which reduces the mean absolute fitness of the population. Recent advances in sequencing technology and sequence conservation-based metrics for inferring the functional effect of a variant permit examination of the persistence of deleterious variants in populations. The issue of segregating deleterious variation is particularly important for crop improvement, because the demographic history of domestication and breeding allows deleterious variants to persist and reach moderate frequency, potentially reducing crop productivity. In this study, we use exome resequencing of fifteen barley accessions and genome resequencing of eight soybean accessions to investigate the prevalence of deleterious SNPs in the protein-coding regions of the genomes of two crops. We conclude that individual cultivars carry hundreds of deleterious SNPs on average, and that nonsense variants make up a minority of deleterious SNPs. Our approach annotates known phenotype-altering variants as deleterious more frequently than the genome-wide average, suggesting that putatively deleterious variants are likely to affect phenotypic variation. We also report the implementation of a SNP annotation tool (BAD_Mutations) that makes use of a likelihood ratio test based on alignment of all currently publicly available Angiosperm genomes.
- Published
- 2015
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50. Divergent MLS1 promoters lie on a fitness plateau for gene expression
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Andrew C. Bergen, Gerilyn M. Olsen, and Justin C. Fay
- Subjects
0301 basic medicine ,Transcriptional Activation ,Saccharomyces cerevisiae Proteins ,Genes, Fungal ,Saccharomyces cerevisiae ,Genetic Fitness ,yeast ,MLS1 ,Evolution, Molecular ,03 medical and health sciences ,Basal (phylogenetics) ,0302 clinical medicine ,Gene Expression Regulation, Fungal ,Malate synthase ,evolution ,expression ,Gene expression ,Genetics ,DNA, Fungal ,Promoter Regions, Genetic ,Molecular Biology ,Transcription factor ,Psychological repression ,Ecology, Evolution, Behavior and Systematics ,Discoveries ,030304 developmental biology ,Regulation of gene expression ,0303 health sciences ,binding sites ,biology ,Malate Synthase ,Promoter ,biology.organism_classification ,Yeast ,030104 developmental biology ,biology.protein ,030217 neurology & neurosurgery ,Transcription Factors - Abstract
Qualitative patterns of gene activation and repression are often conserved despite an abundance of quantitative variation in expression levels within and between species. A major challenge to interpreting patterns of expression divergence is knowing which changes in gene expression affect fitness. To characterize the fitness effects of gene expression divergence we placed orthologous promoters from eight yeast species upstream of malate synthase (MLS1) in Saccharomyces cerevisiae. As expected, we found these promoters varied in their expression level under activated and repressed conditions as well as in their dynamic response following loss of glucose repression. Despite these differences, only a single promoter driving near basal levels of expression caused a detectable loss of fitness. We conclude that the MLS1 promoter lies on a fitness plateau whereby even large changes in gene expression can be tolerated without a substantial loss of fitness.
- Published
- 2015
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