1
|
Yang Y, Braga MV, Dean MD. Insertion-Deletion Events Are Depleted in Protein Regions with Predicted Secondary Structure. Genome Biol Evol 2024; 16:evae093. [PMID: 38735759 PMCID: PMC11102076 DOI: 10.1093/gbe/evae093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2024] [Revised: 04/16/2024] [Accepted: 04/21/2024] [Indexed: 05/14/2024] Open
Abstract
A fundamental goal in evolutionary biology and population genetics is to understand how selection shapes the fate of new mutations. Here, we test the null hypothesis that insertion-deletion (indel) events in protein-coding regions occur randomly with respect to secondary structures. We identified indels across 11,444 sequence alignments in mouse, rat, human, chimp, and dog genomes and then quantified their overlap with four different types of secondary structure-alpha helices, beta strands, protein bends, and protein turns-predicted by deep-learning methods of AlphaFold2. Indels overlapped secondary structures 54% as much as expected and were especially underrepresented over beta strands, which tend to form internal, stable regions of proteins. In contrast, indels were enriched by 155% over regions without any predicted secondary structures. These skews were stronger in the rodent lineages compared to the primate lineages, consistent with population genetic theory predicting that natural selection will be more efficient in species with larger effective population sizes. Nonsynonymous substitutions were also less common in regions of protein secondary structure, although not as strongly reduced as in indels. In a complementary analysis of thousands of human genomes, we showed that indels overlapping secondary structure segregated at significantly lower frequency than indels outside of secondary structure. Taken together, our study shows that indels are selected against if they overlap secondary structure, presumably because they disrupt the tertiary structure and function of a protein.
Collapse
Affiliation(s)
- Yi Yang
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
| | - Matthew V Braga
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA 90089, USA
| |
Collapse
|
2
|
Dean MD, Amaya KA, Hall J, Gupta KM, Panik RT, Gustat J, Cradock AL. Safe streets for some: A review of local active transportation responses across the U.S. during the COVID-19 pandemic. J Transp Health 2023; 30:101603. [PMID: 37069843 PMCID: PMC10060196 DOI: 10.1016/j.jth.2023.101603] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 02/10/2023] [Accepted: 03/14/2023] [Indexed: 06/04/2023]
Abstract
Introduction & research objectives The COVID-19 pandemic significantly disrupted daily travel. This paper contrasts 51 US cities' responses, namely street reallocation criteria and messaging related to physical activity (PA) and active transportation (AT) during the early months of the pandemic. This study can be utilized by cities for aiding in the creation of locally responsive policies that acknowledge and remedy a lack of safe active transportation. Methods A content analysis review was conducted of city orders and documents related to PA or AT for the largest city by population in all 50 US states and the District of Columbia. Authoritative documents issued from each city's public health declaration (ca. March 2020) to September 2020 were reviewed. The study obtained documents from two crowdsourced datasets and municipal websites. Descriptive statistics were used to compare policies and strategies, with a focus on reallocation of street space. Results A total of 631 documents were coded. Considerable variation existed in city responses to COVID-19 that impacted PA and AT. Most cities' stay-at-home orders explicitly permitted outdoor PA (63%) and many encouraged PA (47%). As the pandemic continued, 23 cities (45%) had pilot programs that reallocated street space for non-motorized road users to recreate and travel. Most cities explicitly mentioned a rationale for the programs (e.g., to provide space for exercise (96%) and to alleviate crowding or provide safe AT routes (57%)). Cities used public feedback to guide placement decisions (35%) and several welcomed public input to adjust initial actions. Geographic equity was a criterion in 35% of programs and 57% considered inadequately sized infrastructure in decision-making. Conclusions If cities want to emphasize AT and the health of their citizens, safe access to dedicated infrastructure needs to be prioritized. More than half of study cities did not instate new programs within the first 6 months of the pandemic. Cities should study peer responses and innovations to inform and create locally responsive policies that can acknowledge and remedy a lack of safe AT.
Collapse
Affiliation(s)
- Matthew D Dean
- Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, E. Cockrell Jr. Hall, Austin, TX, 78712, USA
| | - Kaelin A Amaya
- School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, New Orleans, LA, 70112, USA
| | - Jennifer Hall
- Department of Civil, Architectural and Environmental Engineering, The University of Texas at Austin, E. Cockrell Jr. Hall, Austin, TX, 78712, USA
| | - Kalinda Marie Gupta
- School of Public Health, University of Illinois Chicago, 1603 W. Taylor St., Chicago, IL, 60612, USA
| | - Rachael T Panik
- Department of Civil and Environmental Engineering, Georgia Institute of Technology, 790 Atlantic Drive, Atlanta, GA, 30332, USA
| | - Jeanette Gustat
- Department of Epidemiology, School of Public Health and Tropical Medicine, Tulane University, 1440 Canal Street, Suite 2001, New Orleans, LA, 70112, USA
| | - Angie L Cradock
- Department of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, 677 Huntington Avenue, 7th Floor, Boston, MA, 02115, USA
| |
Collapse
|
3
|
Abstract
By March of 2020, most cities worldwide had enacted stay-at-home public health orders to slow the spread of COVID-19. Restrictions on nonessential travel had extensive impacts across the transportation sector in the short term. This study explores the effects of COVID-19 on shared e-scooters by analyzing route trajectory data in the pre- and during-pandemic periods in Austin, TX, from a single provider. Although total shared e-scooter trips decreased during the pandemic, partially owing to vendors pulling out of the market, this study found average trip length increased, and temporal patterns of this mode did not meaningfully change. A count model of average daily trips by road segment found more trips on segments with sidewalks and bus stops during the pandemic than beforehand. More trips were observed on roads with lower vehicle miles traveled and fewer lanes, which might suggest more cautious travel behavior since there were fewer trips in residential neighborhoods. Stay-at-home orders and vendor e-scooter rebalancing operations inherently influence and can limit trip demand, but the unique trajectory data set and analysis provide cities with information on the road design preferences of vulnerable road users.
Collapse
Affiliation(s)
- Matthew D. Dean
- Department of Civil, Architectural and
Environmental Engineering, The University of Texas at Austin, Austin, TX
- Matthew D. Dean,
| | - Natalia Zuniga-Garcia
- Department of Civil, Architectural and
Environmental Engineering, The University of Texas at Austin, Austin, TX
| |
Collapse
|
4
|
Mullis MN, Ghione C, Lough-Stevens M, Goldstein I, Matsui T, Levy SF, Dean MD, Ehrenreich IM. Complex genetics cause and constrain fungal persistence in different parts of the mammalian body. Genetics 2022; 222:6698696. [PMID: 36103708 PMCID: PMC9630980 DOI: 10.1093/genetics/iyac138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 08/26/2022] [Indexed: 12/05/2022] Open
Abstract
Determining how genetic polymorphisms enable certain fungi to persist in mammalian hosts can improve understanding of opportunistic fungal pathogenesis, a source of substantial human morbidity and mortality. We examined the genetic basis of fungal persistence in mice using a cross between a clinical isolate and the lab reference strain of the budding yeast Saccharomyces cerevisiae. Employing chromosomally encoded DNA barcodes, we tracked the relative abundances of 822 genotyped, haploid segregants in multiple organs over time and performed linkage mapping of their persistence in hosts. Detected loci showed a mix of general and antagonistically pleiotropic effects across organs. General loci showed similar effects across all organs, while antagonistically pleiotropic loci showed contrasting effects in the brain vs the kidneys, liver, and spleen. Persistence in an organ required both generally beneficial alleles and organ-appropriate pleiotropic alleles. This genetic architecture resulted in many segregants persisting in the brain or in nonbrain organs, but few segregants persisting in all organs. These results show complex combinations of genetic polymorphisms collectively cause and constrain fungal persistence in different parts of the mammalian body.
Collapse
Affiliation(s)
- Martin N Mullis
- University of Southern California Molecular and Computational Biology Section, Department of Biological Sciences, , Los Angeles, CA 90089, USA
| | - Caleb Ghione
- University of Southern California Molecular and Computational Biology Section, Department of Biological Sciences, , Los Angeles, CA 90089, USA
| | - Michael Lough-Stevens
- University of Southern California Molecular and Computational Biology Section, Department of Biological Sciences, , Los Angeles, CA 90089, USA
| | - Ilan Goldstein
- University of Southern California Molecular and Computational Biology Section, Department of Biological Sciences, , Los Angeles, CA 90089, USA
| | - Takeshi Matsui
- Stanford University Joint Initiative for Metrology in Biology, , CA 94305, USA
- SLAC National Accelerator Laboratory , Menlo Park, CA, 94025, USA
- Stanford University Department of Genetics, , Stanford, CA 94305, USA
| | - Sasha F Levy
- Stanford University Joint Initiative for Metrology in Biology, , CA 94305, USA
- SLAC National Accelerator Laboratory , Menlo Park, CA, 94025, USA
- Stanford University Department of Genetics, , Stanford, CA 94305, USA
| | - Matthew D Dean
- University of Southern California Molecular and Computational Biology Section, Department of Biological Sciences, , Los Angeles, CA 90089, USA
| | - Ian M Ehrenreich
- University of Southern California Molecular and Computational Biology Section, Department of Biological Sciences, , Los Angeles, CA 90089, USA
| |
Collapse
|
5
|
Abstract
An approach that allows scientists to identify regions of the genome that evolved faster in hairless mammals reveals candidate genetic mechanisms that gave rise to hairlessness.
Collapse
Affiliation(s)
- Matthew D Dean
- Department of Molecular and Computational Biology, University of Southern CaliforniaLos AngelesUnited States
| |
Collapse
|
6
|
Keeble S, Firman RC, Sarver BAJ, Clark NL, Simmons LW, Dean MD. Evolutionary, proteomic, and experimental investigations suggest the extracellular matrix of cumulus cells mediates fertilization outcomes. Biol Reprod 2021; 105:1043-1055. [PMID: 34007991 DOI: 10.1093/biolre/ioab082] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Revised: 01/29/2021] [Accepted: 04/21/2021] [Indexed: 12/20/2022] Open
Abstract
Studies of fertilization biology often focus on sperm and egg interactions. However, before gametes interact, mammalian sperm must pass through the cumulus layer; in mice, this consists of several thousand cells tightly glued together with hyaluronic acid and other proteins. To better understand the role of cumulus cells and their surrounding matrix, we perform proteomic experiments on cumulus oophorus complexes (COCs) in house mice (Mus musculus), producing over 24,000 mass spectra to identify 711 proteins. Seven proteins known to stabilize hyaluronic acid and the extracellular matrix were especially abundant (using spectral counts as an indirect proxy for abundance). Through comparative evolutionary analyses, we show that three of these evolve rapidly, a classic signature of genes that influence fertilization rate. Some of the selected sites overlap regions of the protein known to impact function. In a follow-up experiment, we compared COCs from females raised in two different social environments. Female mice raised in the presence of multiple males produced COCs that were smaller and more resistant to sperm-derived hyaluronidase compared to females raised in the presence of a single male, consistent with a previous study that demonstrated such females produced COCs that were more resistant to fertilization. Although cumulus cells are often thought of as enhancers of fertilization, our evolutionary, proteomic, and experimental investigations implicate their extracellular matrix as a potential mediator of fertilization outcomes.
Collapse
Affiliation(s)
- Sara Keeble
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, California
| | - Renée C Firman
- Centre for Evolutionary Biology, School of Biological Sciences (M092), University of Western Australia, Australia
| | - Brice A J Sarver
- Division of Biological Sciences, University of Montana, Missoula, Montana
| | - Nathan L Clark
- Department of Human Genetics, University of Utah, Salt Lake City, Utah
| | - Leigh W Simmons
- Centre for Evolutionary Biology, School of Biological Sciences (M092), University of Western Australia, Australia
| | - Matthew D Dean
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, California
| |
Collapse
|
7
|
Lough-Stevens M, Ghione CR, Urness M, Hobbs A, Sweeney CM, Dean MD. Male-derived copulatory plugs enhance implantation success in female Mus musculus. Biol Reprod 2021; 104:684-694. [PMID: 33355341 PMCID: PMC7962766 DOI: 10.1093/biolre/ioaa228] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 11/09/2020] [Indexed: 12/11/2022] Open
Abstract
Among a wide diversity of sexually reproducing species, male ejaculates coagulate to form what has been termed a copulatory plug. A number of functions have been attributed to copulatory plugs, including the inhibition of female remating and the promotion of ejaculate movement. Here we demonstrate that copulatory plugs also influence the likelihood of implantation, which occurs roughly 4 days after copulation in mice. Using a bead transfer method to control for differences in ejaculate retention and fertilization rates, we show that implantation rates significantly drop among females mated to genetically engineered males incapable of forming plugs (because they lack functional transglutaminase 4, the main enzyme responsible for its formation). Surprisingly, this result does not correlate with differences in circulating progesterone levels among females, an important hormone involved in implantation. We discuss three models that connect male-derived copulatory plugs to implantation success, including the hypothesis that plugs contribute to a threshold amount of stimulation required for females to become receptive to implantation.
Collapse
Affiliation(s)
- Michael Lough-Stevens
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Caleb R Ghione
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Matthew Urness
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Adelaide Hobbs
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Colleen M Sweeney
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| | - Matthew D Dean
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
8
|
Adams NE, Dean MD, Pauly GB. Morphological Divergence among Populations ofXantusia riversiana,a Night Lizard Endemic to the Channel Islands of California. COPEIA 2018. [DOI: 10.1643/cg-17-693] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
9
|
Maynard MT, Mathieu JE, Gilson LL, R. Sanchez D, Dean MD. Do I Really Know You and Does It Matter? Unpacking the Relationship Between Familiarity and Information Elaboration in Global Virtual Teams. Group & Organization Management 2018. [DOI: 10.1177/1059601118785842] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
We investigate the relationship between personal and professional familiarly, team effectiveness, and viability, and how these relationships are mediated by information elaboration in global virtual teams. We further assess whether virtuality moderates the relationships between both types of familiarity and information elaboration. Based on data collected from 63 global virtual supply chain teams, our results suggest that professional familiarity is positively associated with team information elaboration, which in turn relates positively to both manager-rated team effectiveness and team leader–rated viability. Furthermore, team virtuality enhances the influence of personal familiarity on information elaboration, but dampens the relationship between professional familiarity and information elaboration. Our results suggest that professional familiarity is a more salient antecedent of information elaboration in global virtual teams. We discuss the implications of our results for both theory and practice.
Collapse
|
10
|
Qu J, Hodges E, Molaro A, Gagneux P, Dean MD, Hannon GJ, Smith AD. Corrigendum: Evolutionary expansion of DNA hypomethylation in the mammalian germline genome. Genome Res 2018; 28:766.2. [DOI: 10.1101/gr.236885.118] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
|
11
|
Qu J, Hodges E, Molaro A, Gagneux P, Dean MD, Hannon GJ, Smith AD. Evolutionary expansion of DNA hypomethylation in the mammalian germline genome. Genome Res 2018; 28:145-158. [PMID: 29259021 PMCID: PMC5793779 DOI: 10.1101/gr.225896.117] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2017] [Accepted: 12/14/2017] [Indexed: 01/08/2023]
Abstract
DNA methylation in the germline is among the most important factors influencing the evolution of mammalian genomes. Yet little is known about its evolutionary rate or the fraction of the methylome that has undergone change. We compared whole-genome, single-CpG DNA methylation profiles in sperm of seven species-human, chimpanzee, gorilla, rhesus macaque, mouse, rat, and dog-to investigate epigenomic evolution. We developed a phylo-epigenetic model for DNA methylation that accommodates the correlation of states at neighboring sites and allows for inference of ancestral states. Applying this model to the sperm methylomes, we uncovered an overall evolutionary expansion of the hypomethylated fraction of the genome, driven both by the birth of new hypomethylated regions and by extensive widening of hypomethylated intervals in ancestral species. This expansion shows strong lineage-specific aspects, most notably that hypomethylated intervals around transcription start sites have evolved to be considerably wider in primates and dog than in rodents, whereas rodents show evidence of a greater trend toward birth of new hypomethylated regions. Lineage-specific hypomethylated regions are enriched near sets of genes with common developmental functions and significant overlap across lineages. Rodent-specific and primate-specific hypomethylated regions are enriched for binding sites of similar transcription factors, suggesting that the plasticity accommodated by certain regulatory factors is conserved, despite substantial change in the specific sites of regulation. Overall our results reveal substantial global epigenomic change in mammalian sperm methylomes and point to a divergence in trans-epigenetic mechanisms that govern the organization of epigenetic states at gene promoters.
Collapse
Affiliation(s)
- Jianghan Qu
- Molecular and Computational Biology Section, Division of Biological Sciences, University of Southern California, Los Angeles, California 90089, USA
| | - Emily Hodges
- Department of Biochemistry and Vanderbilt Genetics Institute, Vanderbilt University, Nashville, Tennessee 37232, USA
| | - Antoine Molaro
- Watson School of Biological Sciences, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA
- Division of Basic Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington 98109, USA
| | - Pascal Gagneux
- Division of Comparative Pathology and Medicine, Department of Pathology, Glycobiology Research and Training Center, University of California San Diego, La Jolla, California 92093, USA
| | - Matthew D Dean
- Molecular and Computational Biology Section, Division of Biological Sciences, University of Southern California, Los Angeles, California 90089, USA
| | - Gregory J Hannon
- Watson School of Biological Sciences, Cold Spring Harbor Laboratory, Cold Spring Harbor, New York 11724, USA
- Howard Hughes Medical Institute, Chevy Chase, Maryland 20815, USA
- Cancer Research UK Cambridge Institute, Li Ka Shing Centre, University of Cambridge, Cambridge CB2 0RE, United Kingdom
- The New York Genome Center, New York, New York 10013, USA
| | - Andrew D Smith
- Molecular and Computational Biology Section, Division of Biological Sciences, University of Southern California, Los Angeles, California 90089, USA
| |
Collapse
|
12
|
Lough‐Stevens M, Schultz NG, Dean MD. The baubellum is more developmentally and evolutionarily labile than the baculum. Ecol Evol 2018; 8:1073-1083. [PMID: 29375780 PMCID: PMC5773289 DOI: 10.1002/ece3.3634] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2017] [Accepted: 10/15/2017] [Indexed: 12/19/2022] Open
Abstract
Understanding the evolutionary forces that influence sexual dimorphism is a fundamental goal in biology. Here, we focus on one particularly extreme example of sexual dimorphism. Many mammal species possess a bone in their penis called a baculum. The female equivalent of this bone is called the baubellum and occurs in the clitoris, which is developmentally homologous to the male penis. To understand the potential linkage between these two structures, we scored baculum/baubellum presence/absence across 163 species and analyzed their distribution in a phylogenetic framework. The majority of species (N = 134) shared the same state in males and females (both baculum and baubellum present or absent). However, the baubellum has experienced significantly more transitions, and more recent transitions, so that the remaining 29 species have a baculum but not a well-developed baubellum. Even in species where both bones are present, the baubellum shows more ontogenetic variability and harbors more morphological variation than the baculum. Our study demonstrates that the baculum and baubellum are generally correlated across mammals, but that the baubellum is more evolutionarily and developmentally labile than the baculum. The accumulation of more evolutionary transitions, especially losses in the baubellum, as well as noisier developmental patterns, suggests that the baubellum may be nonfunctional, and lost over time.
Collapse
Affiliation(s)
- Michael Lough‐Stevens
- Molecular and Computational BiologyUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Nicholas G. Schultz
- Molecular and Computational BiologyUniversity of Southern CaliforniaLos AngelesCAUSA
| | - Matthew D. Dean
- Molecular and Computational BiologyUniversity of Southern CaliforniaLos AngelesCAUSA
| |
Collapse
|
13
|
Decato BE, Lopez-Tello J, Sferruzzi-Perri AN, Smith AD, Dean MD. DNA Methylation Divergence and Tissue Specialization in the Developing Mouse Placenta. Mol Biol Evol 2017; 34:1702-1712. [PMID: 28379409 DOI: 10.1093/molbev/msx112] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
The placental epigenome plays a vital role in regulating mammalian growth and development. Aberrations in placental DNA methylation are linked to several disease states, including intrauterine growth restriction and preeclampsia. Studying the evolution and development of the placental epigenome is critical to understanding the origin and progression of such diseases. Although high-resolution studies have found substantial variation between placental methylomes of different species, the nature of methylome variation has yet to be characterized within any individual species. We conducted a study of placental DNA methylation at high resolution in multiple strains and closely related species of house mice (Mus musculus musculus, Mus m. domesticus, and M. spretus), across developmental timepoints (embryonic days 15-18), and between two distinct layers (labyrinthine transport and junctional endocrine). We observed substantial genome-wide methylation heterogeneity in mouse placenta compared with other differentiated tissues. Species-specific methylation profiles were concentrated in retrotransposon subfamilies, specifically RLTR10 and RLTR20 subfamilies. Regulatory regions such as gene promoters and CpG islands displayed cross-species conservation, but showed strong differences between layers and developmental timepoints. Partially methylated domains exist in the mouse placenta and widen during development. Taken together, our results characterize the mouse placental methylome as a highly heterogeneous and deregulated landscape globally, intermixed with actively regulated promoter and retrotransposon sequences.
Collapse
Affiliation(s)
- Benjamin E Decato
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA
| | - Jorge Lopez-Tello
- Department of Physiology, Development, and Neuroscience, Centre for Trophoblast Research, University of Cambridge, Cambridge, United Kingdom
| | - Amanda N Sferruzzi-Perri
- Department of Physiology, Development, and Neuroscience, Centre for Trophoblast Research, University of Cambridge, Cambridge, United Kingdom
| | - Andrew D Smith
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA
| | - Matthew D Dean
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, CA
| |
Collapse
|
14
|
Chang PL, Kopania E, Keeble S, Sarver BAJ, Larson E, Orth A, Belkhir K, Boursot P, Bonhomme F, Good JM, Dean MD. Whole exome sequencing of wild-derived inbred strains of mice improves power to link phenotype and genotype. Mamm Genome 2017; 28:416-425. [PMID: 28819774 DOI: 10.1007/s00335-017-9704-9] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 06/23/2017] [Indexed: 12/30/2022]
Abstract
The house mouse is a powerful model to dissect the genetic basis of phenotypic variation, and serves as a model to study human diseases. Despite a wealth of discoveries, most classical laboratory strains have captured only a small fraction of genetic variation known to segregate in their wild progenitors, and existing strains are often related to each other in complex ways. Inbred strains of mice independently derived from natural populations have the potential to increase power in genetic studies with the addition of novel genetic variation. Here, we perform exome-enrichment and high-throughput sequencing (~8× coverage) of 26 wild-derived strains known in the mouse research community as the "Montpellier strains." We identified 1.46 million SNPs in our dataset, approximately 19% of which have not been detected from other inbred strains. This novel genetic variation is expected to contribute to phenotypic variation, as they include 18,496 nonsynonymous variants and 262 early stop codons. Simulations demonstrate that the higher density of genetic variation in the Montpellier strains provides increased power for quantitative genetic studies. Inasmuch as the power to connect genotype to phenotype depends on genetic variation, it is important to incorporate these additional genetic strains into future research programs.
Collapse
Affiliation(s)
- Peter L Chang
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA, 90089, USA
| | - Emily Kopania
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA, 90089, USA.,Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Sara Keeble
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA, 90089, USA.,Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Brice A J Sarver
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Erica Larson
- Division of Biological Sciences, University of Montana, Missoula, MT, USA.,Department of Biological Sciences, University of Denver, Denver, CO, 80210, USA
| | - Annie Orth
- Institut des Sciences de l'Evolution, CNRS UMR554, Université de Montpellier, Montpellier, France
| | - Khalid Belkhir
- Institut des Sciences de l'Evolution, CNRS UMR554, Université de Montpellier, Montpellier, France
| | - Pierre Boursot
- Institut des Sciences de l'Evolution, CNRS UMR554, Université de Montpellier, Montpellier, France
| | - François Bonhomme
- Institut des Sciences de l'Evolution, CNRS UMR554, Université de Montpellier, Montpellier, France
| | - Jeffrey M Good
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA, 90089, USA.
| |
Collapse
|
15
|
Abstract
Modern morphometrics provides powerful methods to quantify size and shape variation. A basic requirement is a list of coordinates that define landmarks; however such coordinates must represent homologous structures across specimens. While many biological objects consist of easily identified landmarks to satisfy the assumption of homology, many lack such structures. One potential solution is to mathematically place semi-landmarks on an object that represent the same morphological region across specimens. Here, we illustrate a recently developed pipeline to mathematically define semi-landmarks from the mouse baculum (penis bone). Our methods should be applicable to a wide range of objects.
Collapse
Affiliation(s)
- Nicholas G Schultz
- Molecular and Computational Biology, University of Southern California (USC)
| | | | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California (USC);
| |
Collapse
|
16
|
Sarver BA, Keeble S, Cosart T, Tucker PK, Dean MD, Good JM. Phylogenomic Insights into Mouse Evolution Using a Pseudoreference Approach. Genome Biol Evol 2017; 9:726-739. [PMID: 28338821 PMCID: PMC5381554 DOI: 10.1093/gbe/evx034] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/20/2017] [Indexed: 12/15/2022] Open
Abstract
Comparative genomic studies are now possible across a broad range of evolutionary timescales, but the generation and analysis of genomic data across many different species still present a number of challenges. The most sophisticated genotyping and down-stream analytical frameworks are still predominantly based on comparisons to high-quality reference genomes. However, established genomic resources are often limited within a given group of species, necessitating comparisons to divergent reference genomes that could restrict or bias comparisons across a phylogenetic sample. Here, we develop a scalable pseudoreference approach to iteratively incorporate sample-specific variation into a genome reference and reduce the effects of systematic mapping bias in downstream analyses. To characterize this framework, we used targeted capture to sequence whole exomes (∼54 Mbp) in 12 lineages (ten species) of mice spanning the Mus radiation. We generated whole exome pseudoreferences for all species and show that this iterative reference-based approach improved basic genomic analyses that depend on mapping accuracy while preserving the associated annotations of the mouse reference genome. We then use these pseudoreferences to resolve evolutionary relationships among these lineages while accounting for phylogenetic discordance across the genome, contributing an important resource for comparative studies in the mouse system. We also describe patterns of genomic introgression among lineages and compare our results to previous studies. Our general approach can be applied to whole or partitioned genomic data and is easily portable to any system with sufficient genomic resources, providing a useful framework for phylogenomic studies in mice and other taxa.
Collapse
Affiliation(s)
- Brice A.J. Sarver
- Division of Biological Sciences, University of Montana, Missoula, MT
| | - Sara Keeble
- Division of Biological Sciences, University of Montana, Missoula, MT
| | - Ted Cosart
- Division of Biological Sciences, University of Montana, Missoula, MT
| | - Priscilla K. Tucker
- Department of Ecology and Evolutionary Biology and Museum of Zoology, University of Michigan, Ann Arbor, MI
| | - Matthew D. Dean
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA
| | - Jeffrey M. Good
- Division of Biological Sciences, University of Montana, Missoula, MT
| |
Collapse
|
17
|
Abstract
The disruption of meiotic sex chromosome inactivation (MSCI) has been proposed to be a major developmental mechanism underlying the rapid evolution of hybrid male sterility. We tested this idea by analyzing cell-specific gene expression across spermatogenesis in two lineages of house mice and their sterile and fertile reciprocal hybrids. We found pervasive disruption of sex chromosome gene expression in sterile hybrids at every stage of spermatogenesis. Failure of MSCI was developmentally preceded by increased silencing of autosomal genes, supporting the hypothesis that divergence at the hybrid incompatibility gene, Prdm9, results in increased rates of autosomal asynapsis which in turn triggers widespread silencing of unsynapsed chromatin. We also detected opposite patterns of postmeiotic overexpression or hyper-repression of the sex chromosomes in reciprocal hybrids, supporting the hypothesis that genomic conflict has driven functional divergence that leads to deleterious X-Y dosage imbalances in hybrids. Our developmental timeline also exposed more subtle patterns of mitotic misregulation on the X chromosome, a previously undocumented stage of spermatogenic disruption in this cross. These results indicate that multiple hybrid incompatibilities have converged on a common regulatory phenotype, the disrupted expression of the sex chromosomes during spermatogenesis. Collectively, these data reveal a composite regulatory basis to hybrid male sterility in mice that helps resolve the mechanistic underpinnings of the well-documented large X-effect in mice speciation. We propose that the inherent sensitivity of spermatogenesis to X-linked regulatory disruption has the potential to be a major driver of reproductive isolation in species with chromosomal sex determination.
Collapse
Affiliation(s)
- Erica L Larson
- Division of Biological Sciences, University of Montana, Missoula, MT
| | - Sara Keeble
- Division of Biological Sciences, University of Montana, Missoula, MT
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA
| | - Dan Vanderpool
- Division of Biological Sciences, University of Montana, Missoula, MT
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA
| | - Jeffrey M Good
- Division of Biological Sciences, University of Montana, Missoula, MT
| |
Collapse
|
18
|
Abstract
The rapid evolution of male genitalia is a nearly ubiquitous pattern across sexually reproducing organisms, likely driven by the evolutionary pressures of male-male competition, male-female interactions, and perhaps pleiotropic effects of selection. The penis of many mammalian species contains a baculum, a bone that displays astonishing morphological diversity. The evolution of baculum size and shape does not consistently correlate with any aspects of mating system, hindering our understanding of the evolutionary processes affecting it. One potential explanation for the lack of consistent comparative results is that the baculum is not actually a homologous structure. If the baculum of different groups evolved independently, then the assumption of homology inherent in comparative studies is violated. Here, we specifically test this hypothesis by modeling the presence/absence of bacula of 954 mammalian species across a well-established phylogeny and show that the baculum evolved a minimum of nine times, and was lost a minimum of ten times. Three different forms of bootstrapping show our results are robust to species sampling. Furthermore, groups with a baculum show evidence of higher rates of diversification. Our study offers an explanation for the inconsistent results in the literature, and provides insight into the evolution of this remarkable structure.
Collapse
Affiliation(s)
- Nicholas G Schultz
- *Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089, USA
| | - Michael Lough-Stevens
- *Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089, USA
| | - Eric Abreu
- West Adams Preparatory High School, 1500 W Washington Blvd, Los Angeles, CA 90007, USA
| | - Teri Orr
- Department of Biology, University of Utah, 257 South 1400 East, Salt Lake City, UT 84112-0840, USA
| | - Matthew D Dean
- *Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089, USA
| |
Collapse
|
19
|
Schneider MR, Mangels R, Dean MD. The molecular basis and reproductive function(s) of copulatory plugs. Mol Reprod Dev 2016; 83:755-767. [PMID: 27518218 DOI: 10.1002/mrd.22689] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2016] [Accepted: 08/10/2016] [Indexed: 12/12/2022]
Abstract
In many animals, male ejaculates coagulate to form what has been termed a copulatory plug, a structure that varies in size and shape but often fills and seals the female's reproductive tract. The first published observation of a copulatory plug in a mammal was made more than 160 years ago, and questions about its formation and role in reproduction continue to endear evolutionary and population geneticists, behavioral ecologists, and molecular, reproductive, and developmental biologists alike. Here, we review the current knowledge of copulatory plugs, focusing on rodents and asking two main questions: how is it formed and what does it do? An evolutionary biology perspective helps us understand the latter, potentially leading to insights into the selective regimes that have shaped the diversity of this structure. Mol. Reprod. Dev. 83: 755-767, 2016 © 2016 Wiley Periodicals, Inc.
Collapse
Affiliation(s)
| | - Rachel Mangels
- Molecular and Computational Biology, University of Southern California, Los Angeles, California
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, Los Angeles, California.
| |
Collapse
|
20
|
Mangels R, Tsung K, Kwan K, Dean MD. Copulatory plugs inhibit the reproductive success of rival males. J Evol Biol 2016; 29:2289-2296. [PMID: 27488082 DOI: 10.1111/jeb.12956] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2016] [Revised: 07/19/2016] [Accepted: 07/31/2016] [Indexed: 11/29/2022]
Abstract
Ejaculated proteins play important roles in reproductive fitness. In many species, seminal fluid coagulates and forms what has been referred to as a copulatory plug in the female's reproductive tract. In mice, previous work demonstrated that knockout males missing a key seminal fluid protein were unable to form a plug and less successful at siring litters in noncompetitive matings (one female, one male), probably the result of reduced sperm transport or insufficient stimulation of the female. Here, we extend these previous studies to competitive matings (one female, two males) and make two key insights. First, when first males were unable to form a plug, they lost almost all paternity to second males to mate. Thus, the copulatory plugs of second males could not rescue the reduced fertility of first males. Second, we showed that the copulatory plug of first males effectively blocked fertilization by second males, even if first males were vasectomized. Taken together, our experiments demonstrated that first males lost almost all paternity if they never formed a plug. We discuss our results in the context of natural populations, where in spite of the strong effects seen here, pregnant female mice regularly carry litters fertilized by more than one male.
Collapse
Affiliation(s)
- Rachel Mangels
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089
| | - Kathleen Tsung
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089
| | - Kelly Kwan
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA 90089
| |
Collapse
|
21
|
Dean MD, Payne DM, Landry BJ. Data mining: an ethical baseline for online privacy policies. Journal of Enterprise Information Management 2016. [DOI: 10.1108/jeim-04-2014-0040] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Purpose
– The purpose of this paper is to advocate for and provide guidance for the development of a code of ethical conduct surrounding online privacy policies, including those concerning data mining. The hope is that this research generates thoughtful discussion on the issue of how to make data mining more effective for the business stakeholder while at the same time making it a process done in an ethical way that remains effective for the consumer. The recognition of the privacy rights of data mining subjects is paramount within this discussion.
Design/methodology/approach
– The authors derive foundational principles for ethical data mining. First, philosophical literature on moral principles is used as the theoretical foundation. Then, using existing frameworks, including legislation and regulations from a range of jurisdictions, a compilation of foundational principles was derived. This compilation was then evaluated and honed through the integration of stakeholder perspective and the assimilation of moral and philosophical precepts. Evaluating a sample of privacy policies hints that current practice does not meet the proposed principles, indicating a need for changes in the way data mining is performed.
Findings
– A comprehensive framework for the development a contemporary code of conduct and proposed ethical practices for online data mining was constructed.
Research limitations/implications
– This paper provides a configuration upon which a code of ethical conduct for performing data mining, tailored to meet the particular needs of any organization, can be designed.
Practical implications
– The implications of data mining, and a code of ethical conduct regulating it, are far-reaching. Implementation of such principles serve to improve consumer and stakeholder confidence, ensure the enduring compliance of data providers and the integrity of its collectors, and foster confidence in the security of data mining.
Originality/value
– Existing legal mandates alone are insufficient to properly regulate data mining, therefore supplemental reference to ethical considerations and stakeholder interest is required. The adoption of a functional code of general application is essential to address the increasing proliferation of apprehension regarding online privacy.
Collapse
|
22
|
Crisci JL, Dean MD, Ralph P. Adaptation in isolated populations: when does it happen and when can we tell? Mol Ecol 2016; 25:3901-11. [DOI: 10.1111/mec.13729] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2015] [Revised: 05/06/2016] [Accepted: 05/11/2016] [Indexed: 11/30/2022]
Affiliation(s)
- Jessica L. Crisci
- Molecular and Computational Biology Department of Biological Sciences University of Southern California 1050 Childs Way Los Angeles CA 90089 USA
| | - Matthew D. Dean
- Molecular and Computational Biology Department of Biological Sciences University of Southern California 1050 Childs Way Los Angeles CA 90089 USA
| | - Peter Ralph
- Molecular and Computational Biology Department of Biological Sciences University of Southern California 1050 Childs Way Los Angeles CA 90089 USA
| |
Collapse
|
23
|
Schultz NG, Ingels J, Hillhouse A, Wardwell K, Chang PL, Cheverud JM, Lutz C, Lu L, Williams RW, Dean MD. The Genetic Basis of Baculum Size and Shape Variation in Mice. G3 (Bethesda) 2016; 6:1141-51. [PMID: 26935419 PMCID: PMC4856068 DOI: 10.1534/g3.116.027888] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2015] [Accepted: 02/05/2016] [Indexed: 01/01/2023]
Abstract
The rapid divergence of male genitalia is a preeminent evolutionary pattern. This rapid divergence is especially striking in the baculum, a bone that occurs in the penis of many mammalian species. Closely related species often display diverse baculum morphology where no other morphological differences can be discerned. While this fundamental pattern of evolution has been appreciated at the level of gross morphology, nearly nothing is known about the genetic basis of size and shape divergence. Quantifying the genetic basis of baculum size and shape variation has been difficult because these structures generally lack obvious landmarks, so comparing them in three dimensions is not straightforward. Here, we develop a novel morphometric approach to quantify size and shape variation from three-dimensional micro-CT scans taken from 369 bacula, representing 75 distinct strains of the BXD family of mice. We identify two quantitative trait loci (QTL) that explain ∼50% of the variance in baculum size, and a third QTL that explains more than 20% of the variance in shape. Together, our study demonstrates that baculum morphology may diverge relatively easily, with mutations at a few loci of large effect that independently modulate size and shape. Based on a combination of bioinformatic investigations and new data on RNA expression, we prioritized these QTL to 16 candidate genes, which have hypothesized roles in bone morphogenesis and may enable future genetic manipulation of baculum morphology.
Collapse
Affiliation(s)
- Nicholas G Schultz
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089
| | - Jesse Ingels
- University of Tennessee, Health Science Center, Memphis, Tennessee 38163
| | - Andrew Hillhouse
- Texas A & M, Veterinary Medicine and Biomedical Sciences, College Station, Texas 77845
| | | | - Peter L Chang
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089
| | - James M Cheverud
- Loyola University, Department of Biology, Chicago, Illinois 60626
| | | | - Lu Lu
- University of Tennessee, Health Science Center, Memphis, Tennessee 38163
| | - Robert W Williams
- University of Tennessee, Health Science Center, Memphis, Tennessee 38163
| | - Matthew D Dean
- Molecular and Computational Biology, Department of Biological Sciences, University of Southern California, Los Angeles, California 90089
| |
Collapse
|
24
|
|
25
|
Mangels R, Young B, Keeble S, Ardekani R, Meslin C, Ferreira Z, Clark NL, Good JM, Dean MD. Genetic and phenotypic influences on copulatory plug survival in mice. Heredity (Edinb) 2015; 115:496-502. [PMID: 26103947 PMCID: PMC4806896 DOI: 10.1038/hdy.2015.50] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2015] [Revised: 04/23/2015] [Accepted: 04/27/2015] [Indexed: 02/07/2023] Open
Abstract
Across a diversity of animals, male seminal fluid coagulates upon ejaculation to form a hardened structure known as a copulatory plug. Previous studies suggest that copulatory plugs evolved as a mechanism for males to impede remating by females, but detailed investigations into the time course over which plugs survive in the female's reproductive tract are lacking. Here, we cross males from eight inbred strains to females from two inbred strains of house mice (Mus musculus domesticus). Plug survival was significantly affected by male genotype. Against intuition, plug survival time was negatively correlated with plug size: long-lasting plugs were small and relatively more susceptible to proteolysis. Plug size was associated with divergence in major protein composition of seminal vesicle fluid, suggesting that changes in gene expression may play an important role in plug dynamics. In contrast, we found no correlation to genetic variation in the protein-coding regions of five genes thought to be important in copulatory plug formation (Tgm4, Svs1, Svs2, Svs4 and Svs5). Our study demonstrates a complex relationship between copulatory plug characteristics and survival. We discuss several models to explain unexpected variation in plug phenotypes.
Collapse
Affiliation(s)
- R Mangels
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA, USA
| | - B Young
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA, USA
| | - S Keeble
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA, USA
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - R Ardekani
- Translational Imaging Center, University of Southern California, Los Angeles, CA, USA
| | - C Meslin
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Z Ferreira
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - N L Clark
- Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - J M Good
- Division of Biological Sciences, University of Montana, Missoula, MT, USA
| | - M D Dean
- Molecular and Computational Biology, University of Southern California, Los Angeles, CA, USA
| |
Collapse
|
26
|
Young BW, Dean MD. To be, or not to be, related: how female guppies bias sperm usage. Mol Ecol 2015; 24:4039-41. [PMID: 26255978 DOI: 10.1111/mec.13272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2015] [Accepted: 06/11/2015] [Indexed: 11/29/2022]
Affiliation(s)
- Brent W Young
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, 90089, CA, USA
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, 90089, CA, USA
| |
Collapse
|
27
|
Dines JP, Mesnick SL, Ralls K, May-Collado L, Agnarsson I, Dean MD. A trade-off between precopulatory and postcopulatory trait investment in male cetaceans. Evolution 2015; 69:1560-1572. [PMID: 25929734 DOI: 10.1111/evo.12676] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2014] [Accepted: 04/21/2015] [Indexed: 11/30/2022]
Abstract
Mating with multiple partners is common across species, and understanding how individual males secure fertilization in the face of competition remains a fundamental goal of evolutionary biology. Game theory stipulates that males have a fixed budget for reproduction that can lead to a trade-off between investment in precopulatory traits such as body size, armaments, and ornaments, and postcopulatory traits such as testis size and spermatogenic efficiency. Recent theoretical and empirical studies have shown that if males can monopolize access to multiple females, they will invest disproportionately in precopulatory traits and less in postcopulatory traits. Using phylogenetically controlled comparative methods, we demonstrate that across 58 cetacean species with the most prominent sexual dimorphism in size, shape, teeth, tusks, and singing invest significantly less in relative testes mass. In support of theoretical predictions, these species tend to show evidence of male contests, suggesting there is opportunity for winners to monopolize access to multiple females. Our approach provides a robust dataset with which to make predictions about male mating strategies for the many cetacean species for which adequate behavioral observations do not exist.
Collapse
Affiliation(s)
- James P Dines
- Mammalogy, Natural History Museum of Los Angeles County, 900 Exposition Boulevard, Los Angeles, California, 90007.,Integrative and Evolutionary Biology, University of Southern California, Los Angeles, California, 90089
| | - Sarah L Mesnick
- Marine Mammal and Turtle Division, Southwest Fisheries Science Center, National Marine Fisheries Service, National Oceanic and Atmospheric Administration, 8901 La Jolla Shores Drive, La Jolla, California, 92037
| | - Katherine Ralls
- Smithsonian Conservation Biology Institute, National Zoological Park, 3001 Connecticut Ave NW, Washington, DC, 20008
| | - Laura May-Collado
- Department of Biology, University of Vermont, 109 Carrigan Drive, Burlington, Vermont, 05405
| | - Ingi Agnarsson
- Department of Biology, University of Vermont, 109 Carrigan Drive, Burlington, Vermont, 05405
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California, Los Angeles, California, 90089
| |
Collapse
|
28
|
Payne D, Landry BJL, Dean MD. Data Mining and Privacy: An Initial Attempt at a Comprehensive Code of Conduct for Online Business. CAIS 2015. [DOI: 10.17705/1cais.03734] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/14/2022]
|
29
|
Dines JP, Otárola-Castillo E, Ralph P, Alas J, Daley T, Smith AD, Dean MD. Sexual selection targets cetacean pelvic bones. Evolution 2014; 68:3296-306. [PMID: 25186496 DOI: 10.1111/evo.12516] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2014] [Accepted: 08/07/2014] [Indexed: 02/07/2023]
Abstract
Male genitalia evolve rapidly, probably as a result of sexual selection. Whether this pattern extends to the internal infrastructure that influences genital movements remains unknown. Cetaceans (whales and dolphins) offer a unique opportunity to test this hypothesis: since evolving from land-dwelling ancestors, they lost external hind limbs and evolved a highly reduced pelvis that seems to serve no other function except to anchor muscles that maneuver the penis. Here, we create a novel morphometric pipeline to analyze the size and shape evolution of pelvic bones from 130 individuals (29 species) in the context of inferred mating system. We present two main findings: (1) males from species with relatively intense sexual selection (inferred by relative testes size) tend to evolve larger penises and pelvic bones compared to their body length, and (2) pelvic bone shape has diverged more in species pairs that have diverged in inferred mating system. Neither pattern was observed in the anterior-most pair of vertebral ribs, which served as a negative control. This study provides evidence that sexual selection can affect internal anatomy that controls male genitalia. These important functions may explain why cetacean pelvic bones have not been lost through evolutionary time.
Collapse
Affiliation(s)
- James P Dines
- Mammalogy, Natural History Museum of Los Angeles County, 900 Exposition Boulevard, Los Angeles, California, 90007; Integrative and Evolutionary Biology, University of Southern California, Los Angeles, California, 90089
| | | | | | | | | | | | | |
Collapse
|
30
|
Kessler MD, Dean MD. Effective population size does not predict codon usage bias in mammals. Ecol Evol 2014; 4:3887-900. [PMID: 25505518 PMCID: PMC4242573 DOI: 10.1002/ece3.1249] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2014] [Revised: 08/04/2014] [Accepted: 08/07/2014] [Indexed: 12/20/2022] Open
Abstract
Synonymous codons are not used at equal frequency throughout the genome, a phenomenon termed codon usage bias (CUB). It is often assumed that interspecific variation in the intensity of CUB is related to species differences in effective population sizes (Ne), with selection on CUB operating less efficiently in species with small Ne. Here, we specifically ask whether variation in Ne predicts differences in CUB in mammals and report two main findings. First, across 41 mammalian genomes, CUB was not correlated with two indirect proxies of Ne (body mass and generation time), even though there was statistically significant evidence of selection shaping CUB across all species. Interestingly, autosomal genes showed higher codon usage bias compared to X-linked genes, and high-recombination genes showed higher codon usage bias compared to low recombination genes, suggesting intraspecific variation in Ne predicts variation in CUB. Second, across six mammalian species with genetic estimates of Ne (human, chimpanzee, rabbit, and three mouse species: Mus musculus, M. domesticus, and M. castaneus), Ne and CUB were weakly and inconsistently correlated. At least in mammals, interspecific divergence in Ne does not strongly predict variation in CUB. One hypothesis is that each species responds to a unique distribution of selection coefficients, confounding any straightforward link between Ne and CUB.
Collapse
Affiliation(s)
- Michael D Kessler
- Molecular and Computational Biology, University of Southern California 1050 Childs Way, Los Angeles, California, 90089
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California 1050 Childs Way, Los Angeles, California, 90089
| |
Collapse
|
31
|
Maynard MT, Luciano MM, D'Innocenzo L, Mathieu JE, Dean MD. Modeling time-lagged reciprocal psychological empowerment–performance relationships. Journal of Applied Psychology 2014; 99:1244-53. [DOI: 10.1037/a0037623] [Citation(s) in RCA: 46] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
|
32
|
Young B, Conti DV, Dean MD. Sneaker "jack" males outcompete dominant "hooknose" males under sperm competition in Chinook salmon (Oncorhynchus tshawytscha). Ecol Evol 2013; 3:4987-97. [PMID: 24455130 PMCID: PMC3892362 DOI: 10.1002/ece3.869] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2013] [Revised: 09/29/2013] [Accepted: 10/02/2013] [Indexed: 02/05/2023] Open
Abstract
In a variety of taxa, males deploy alternative reproductive tactics to secure fertilizations. In many species, small "sneaker" males attempt to steal fertilizations while avoiding encounters with larger, more aggressive, dominant males. Sneaker males usually face a number of disadvantages, including reduced access to females and the higher likelihood that upon ejaculation, their sperm face competition from other males. Nevertheless, sneaker males represent an evolutionarily stable strategy under a wide range of conditions. Game theory suggests that sneaker males compensate for these disadvantages by investing disproportionately in spermatogenesis, by producing more sperm per unit body mass (the "fair raffle") and/or by producing higher quality sperm (the "loaded raffle"). Here, we test these models by competing sperm from sneaker "jack" males against sperm from dominant "hooknose" males in Chinook salmon. Using two complementary approaches, we reject the fair raffle in favor of the loaded raffle and estimate that jack males were ∼1.35 times as likely as hooknose males to fertilize eggs under controlled competitive conditions. Interestingly, the direction and magnitude of this skew in paternity shifted according to individual female egg donors, suggesting cryptic female choice could moderate the outcomes of sperm competition in this externally fertilizing species.
Collapse
Affiliation(s)
- Brent Young
- Molecular and Computational Biology, University of Southern California Ray R. Irani Building room 304A, 1050 Childs Way, Los Angeles, California, 90089
| | - David V Conti
- Department of Preventive Medicine, Keck School of Medicine, University of Southern California 2001 N. Soto Street 202S, Los Angeles, California, 90089
| | - Matthew D Dean
- Molecular and Computational Biology, University of Southern California Ray R. Irani Building room 304A, 1050 Childs Way, Los Angeles, California, 90089
| |
Collapse
|
33
|
|
34
|
Campbell P, Good JM, Dean MD, Tucker PK, Nachman MW. The contribution of the Y chromosome to hybrid male sterility in house mice. Genetics 2012; 191:1271-81. [PMID: 22595240 PMCID: PMC3416006 DOI: 10.1534/genetics.112.141804] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2012] [Accepted: 05/10/2012] [Indexed: 12/18/2022] Open
Abstract
Hybrid sterility in the heterogametic sex is a common feature of speciation in animals. In house mice, the contribution of the Mus musculus musculus X chromosome to hybrid male sterility is large. It is not known, however, whether F1 male sterility is caused by X-Y or X-autosome incompatibilities or a combination of both. We investigated the contribution of the M. musculus domesticus Y chromosome to hybrid male sterility in a cross between wild-derived strains in which males with a M. m. musculus X chromosome and M. m. domesticus Y chromosome are partially sterile, while males from the reciprocal cross are reproductively normal. We used eight X introgression lines to combine different X chromosome genotypes with different Y chromosomes on an F1 autosomal background, and we measured a suite of male reproductive traits. Reproductive deficits were observed in most F1 males, regardless of Y chromosome genotype. Nonetheless, we found evidence for a negative interaction between the M. m. domesticus Y and an interval on the M. m. musculus X that resulted in abnormal sperm morphology. Therefore, although F1 male sterility appears to be caused mainly by X-autosome incompatibilities, X-Y incompatibilities contribute to some aspects of sterility.
Collapse
Affiliation(s)
- Polly Campbell
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona 85721, USA.
| | | | | | | | | |
Collapse
|
35
|
Maynard MT, Marshall D, Dean MD. Crew resource management and teamwork training in health care: a review of the literature and recommendations for how to leverage such interventions to enhance patient safety. Adv Health Care Manag 2012; 13:59-91. [PMID: 23265067 DOI: 10.1108/s1474-8231(2012)0000013008] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
PURPOSE In an attempt to enhance patient safety, health care facilities are increasingly turning to crew resource management (CRM) and other teamwork training interventions. However, there is still quite a bit about such training interventions that remain unclear. Accordingly, our primary intent herein is to provide some clarity by providing a review of the literature, in hopes of highlighting the current state of the literature as well as identifying the areas that should be addressed by researchers in this field going forward. DESIGN/METHODOLOGY/APPROACH We searched various electronic databases and utilized numerous relevant search terms to maximize the likelihood of identifying all empirical research related to the use of CRM training within health care. Additionally, we conducted a manual search of the most relevant journals and also conducted a legacy search to identify even more articles. Furthermore, given that as a research team we have experience with CRM initiatives, we also integrate the lessons learned through this experience. FINDINGS Based on our review of the literature, CRM and teamwork training programs generally appear beneficial to individual employees, the groups and teams within such settings, and overall health care organizations. ORIGINALITY/VALUE In addition to reviewing the literature that addressed CRM and teamwork training, we also highlight some of the more critical aspects of CRM training programs in order for such initiatives to be as successful as possible. Additionally, we detail various factors that appear essential to sustaining any benefits of CRM over the long haul.
Collapse
Affiliation(s)
- M Travis Maynard
- College of Business, Colorado State University, Fort Collins, CO, USA
| | | | | |
Collapse
|
36
|
Dean MD, Findlay GD, Hoopmann MR, Wu CC, MacCoss MJ, Swanson WJ, Nachman MW. Identification of ejaculated proteins in the house mouse (Mus domesticus) via isotopic labeling. BMC Genomics 2011; 12:306. [PMID: 21663664 PMCID: PMC3144466 DOI: 10.1186/1471-2164-12-306] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2011] [Accepted: 06/10/2011] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Seminal fluid plays an important role in successful fertilization, but knowledge of the full suite of proteins transferred from males to females during copulation is incomplete. The list of ejaculated proteins remains particularly scant in one of the best-studied mammalian systems, the house mouse (Mus domesticus), where artificial ejaculation techniques have proven inadequate. Here we investigate an alternative method for identifying ejaculated proteins, by isotopically labeling females with 15N and then mating them to unlabeled, vasectomized males. Proteins were then isolated from mated females and identified using mass spectrometry. In addition to gaining insights into possible functions and fates of ejaculated proteins, our study serves as proof of concept that isotopic labeling is a powerful means to study reproductive proteins. RESULTS We identified 69 male-derived proteins from the female reproductive tract following copulation. More than a third of all spectra detected mapped to just seven genes known to be structurally important in the formation of the copulatory plug, a hard coagulum that forms shortly after mating. Seminal fluid is significantly enriched for proteins that function in protection from oxidative stress and endopeptidase inhibition. Females, on the other hand, produce endopeptidases in response to mating. The 69 ejaculated proteins evolve significantly more rapidly than other proteins that we previously identified directly from dissection of the male reproductive tract. CONCLUSION Our study attempts to comprehensively identify the proteins transferred from males to females during mating, expanding the application of isotopic labeling to mammalian reproductive genomics. This technique opens the way to the targeted monitoring of the fate of ejaculated proteins as they incubate in the female reproductive tract.
Collapse
Affiliation(s)
- Matthew D Dean
- Molecular and Computational Biology, University of Southern California, 1050 Childs Way, Los Angeles, CA, USA
- Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| | - Geoffrey D Findlay
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Michael R Hoopmann
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Christine C Wu
- Department of Cell Biology, University of Pittsburgh, Pittsburgh, PA, USA
| | - Michael J MacCoss
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Willie J Swanson
- Department of Genome Sciences, University of Washington, Seattle, WA, USA
| | - Michael W Nachman
- Ecology and Evolutionary Biology, University of Arizona, Tucson, AZ, USA
| |
Collapse
|
37
|
Abstract
The X chromosome often plays a central role in hybrid male sterility between species, but it is unclear if this reflects underlying regulatory incompatibilities. Here we combine phenotypic data with genome-wide expression data to directly associate aberrant expression patterns with hybrid male sterility between two species of mice. We used a reciprocal cross in which F1 males are sterile in one direction and fertile in the other direction, allowing us to associate expression differences with sterility rather than with other hybrid phenotypes. We found evidence of extensive over-expression of the X chromosome during spermatogenesis in sterile but not in fertile F1 hybrid males. Over-expression was most pronounced in genes that are normally expressed after meiosis, consistent with an X chromosome-wide disruption of expression during the later stages of spermatogenesis. This pattern was not a simple consequence of faster evolutionary divergence on the X chromosome, because X-linked expression was highly conserved between the two species. Thus, transcriptional regulation of the X chromosome during spermatogenesis appears particularly sensitive to evolutionary divergence between species. Overall, these data provide evidence for an underlying regulatory basis to reproductive isolation in house mice and underscore the importance of transcriptional regulation of the X chromosome to the evolution of hybrid male sterility. The X chromosome plays an important role in the development of reproductive isolation between species, but the basis for this has remained unclear. One possible explanation is that sperm development is sensitive to disruption of X-linked gene regulation. In mice, evidence linking abnormal gene expression on the X chromosome with reproductive isolation has been lacking until now. Here we use experimental crosses within and between species of mice and genome-wide expression data to identify aberrant expression patterns associated with hybrid male sterility. We observed chromosome-wide over-expression of the X chromosome during spermatogenesis in sterile hybrid males and developmentally localized this breakdown to an apparent disruption of X-inactivation. Collectively, these results highlight the importance of gene regulation to the evolution of reproductive isolation and support the hypothesis that improper expression of the X chromosome during spermatogenesis is an important mechanism contributing to the rapid evolution of hybrid male sterility.
Collapse
Affiliation(s)
- Jeffrey M Good
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, United States of America.
| | | | | | | |
Collapse
|
38
|
Dean MD, Clark NL, Findlay GD, Karn RC, Yi X, Swanson WJ, MacCoss MJ, Nachman MW. Proteomics and comparative genomic investigations reveal heterogeneity in evolutionary rate of male reproductive proteins in mice (Mus domesticus). Mol Biol Evol 2009; 26:1733-43. [PMID: 19420050 PMCID: PMC2734151 DOI: 10.1093/molbev/msp094] [Citation(s) in RCA: 85] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 04/11/2009] [Indexed: 12/28/2022] Open
Abstract
Male reproductive fitness is strongly affected by seminal fluid. In addition to interacting with the female environment, seminal fluid mediates important physiological characteristics of sperm, including capacitation and motility. In mammals, the male reproductive tract shows a striking degree of compartmentalization, with at least six distinct tissue types contributing material that is combined with sperm in an ejaculate. Although studies of whole ejaculates have been undertaken in some species, we lack a comprehensive picture of the specific proteins produced by different accessory tissues. Here, we perform proteomic investigations of six regions of the male reproductive tract in mice -- seminal vesicles, anterior prostate, dorsolateral prostate, ventral prostate, bulbourethral gland, and bulbourethral diverticulum. We identify 766 proteins that could be mapped to 506 unique genes and compare them with a high-quality human seminal fluid data set. We find that Gene Ontology functions of seminal proteins are largely conserved between mice and humans. By placing these data in an evolutionary framework, we show that seminal vesicle proteins have experienced a significantly higher rate of nonsynonymous substitution compared with the genome, which could be the result of adaptive evolution. In contrast, proteins from the other five tissues showed significantly lower nonsynonymous substitution, revealing a previously unappreciated level of evolutionary constraint acting on the majority of male reproductive proteins.
Collapse
Affiliation(s)
- Matthew D Dean
- Department of Ecology and Evolutionary Biology, University of Arizona, AZ, USA.
| | | | | | | | | | | | | | | |
Collapse
|
39
|
Abstract
Barriers to gene flow can arise at any stage in the reproductive sequence. Most studies of reproductive isolation focus on premating or postzygotic phenotypes, leaving the importance of differences in fertilization rate overlooked. Two closely related species of house mice, Mus domesticus and M. musculus, form a narrow hybrid zone in Europe, suggesting that one or more isolating factors operate in the face of ongoing gene flow. Here, we test for differences in fertilization rate using laboratory matings as well as in vitro sperm competition assays. In noncompetitive matings, we show that fertilization occurs significantly faster in conspecific versus heterospecific matings and that this difference arises after mating and before zygotes form. To further explore the mechanisms underlying this conspecific advantage, we used competitive in vitro assays to isolate gamete interactions. Surprisingly, we discovered that M. musculus sperm consistently outcompeted M. domesticus sperm regardless of which species donated ova. These results suggest that in vivo fertilization rate is mediated by interactions between sperm, the internal female environment, and/or contributions from male seminal fluid. We discuss the implications of faster conspecific fertilization in terms of reproductive isolation among these two naturally hybridizing species.
Collapse
Affiliation(s)
- Matthew D Dean
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona 85721, USA.
| | | |
Collapse
|
40
|
Good JM, Dean MD, Nachman MW. A complex genetic basis to X-linked hybrid male sterility between two species of house mice. Genetics 2008; 179:2213-28. [PMID: 18689897 PMCID: PMC2516092 DOI: 10.1534/genetics.107.085340] [Citation(s) in RCA: 132] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2007] [Accepted: 06/13/2008] [Indexed: 11/18/2022] Open
Abstract
The X chromosome plays a central role in the evolution of reproductive isolation, but few studies have examined the genetic basis of X-linked incompatibilities during the early stages of speciation. We report the results of a large experiment focused on the reciprocal introgression of the X chromosome between two species of house mice, Mus musculus and M. domesticus. Introgression of the M. musculus X chromosome into a wild-derived M. domesticus genetic background produced male-limited sterility, qualitatively consistent with previous experiments using classic inbred strains to represent M. domesticus. The genetic basis of sterility involved a minimum of four X-linked factors. The phenotypic effects of major sterility QTL were largely additive and resulted in complete sterility when combined. No sterility factors were uncovered on the M. domesticus X chromosome. Overall, these results revealed a complex and asymmetric genetic basis to X-linked hybrid male sterility during the early stages of speciation in mice. Combined with data from previous studies, we identify one relatively narrow interval on the M. musculus X chromosome involved in hybrid male sterility. Only a handful of spermatogenic genes are within this region, including one of the most rapidly evolving genes on the mouse X chromosome.
Collapse
Affiliation(s)
- Jeffrey M Good
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona 85721, USA
| | | | | |
Collapse
|
41
|
Dean MD, Good JM, Nachman MW. Adaptive evolution of proteins secreted during sperm maturation: an analysis of the mouse epididymal transcriptome. Mol Biol Evol 2007; 25:383-92. [PMID: 18056076 DOI: 10.1093/molbev/msm265] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
A common pattern observed in molecular evolution is that reproductive genes tend to evolve rapidly. However, most previous studies documenting this rapid evolution are based on genes expressed in just a few male reproductive organs. In mammals, sperm become motile and capable of fertilization only after leaving the testis, during their transit through the epididymis. Thus, genes expressed in the epididymis are expected to play important roles in male fertility. Here, we performed evolutionary genetic analyses on the epididymal transcriptome of mice. Overall, epididymis-expressed genes showed evidence of strong evolutionary constraint, a finding that contrasts with most previous analyses of genes expressed in other male reproductive organs. However, a subset of epididymis-specialized, secreted genes showed several signatures of adaptive evolution, including an increased rate of nonsynonymous evolution. Furthermore, this subset of genes was overrepresented on the X chromosome. Immunity and protein modification functions were significantly overrepresented among epididymis-specialized, secreted genes. These analyses identified a group of genes likely to be important in male reproductive success.
Collapse
Affiliation(s)
- Matthew D Dean
- Department of Ecology and Evolutionary Biology, University of Arizona, USA.
| | | | | |
Collapse
|
42
|
Laurie CC, Nickerson DA, Anderson AD, Weir BS, Livingston RJ, Dean MD, Smith KL, Schadt EE, Nachman MW. Linkage disequilibrium in wild mice. PLoS Genet 2007; 3:e144. [PMID: 17722986 PMCID: PMC1950958 DOI: 10.1371/journal.pgen.0030144] [Citation(s) in RCA: 97] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2007] [Accepted: 07/10/2007] [Indexed: 11/19/2022] Open
Abstract
Crosses between laboratory strains of mice provide a powerful way of detecting quantitative trait loci for complex traits related to human disease. Hundreds of these loci have been detected, but only a small number of the underlying causative genes have been identified. The main difficulty is the extensive linkage disequilibrium (LD) in intercross progeny and the slow process of fine-scale mapping by traditional methods. Recently, new approaches have been introduced, such as association studies with inbred lines and multigenerational crosses. These approaches are very useful for interval reduction, but generally do not provide single-gene resolution because of strong LD extending over one to several megabases. Here, we investigate the genetic structure of a natural population of mice in Arizona to determine its suitability for fine-scale LD mapping and association studies. There are three main findings: (1) Arizona mice have a high level of genetic variation, which includes a large fraction of the sequence variation present in classical strains of laboratory mice; (2) they show clear evidence of local inbreeding but appear to lack stable population structure across the study area; and (3) LD decays with distance at a rate similar to human populations, which is considerably more rapid than in laboratory populations of mice. Strong associations in Arizona mice are limited primarily to markers less than 100 kb apart, which provides the possibility of fine-scale association mapping at the level of one or a few genes. Although other considerations, such as sample size requirements and marker discovery, are serious issues in the implementation of association studies, the genetic variation and LD results indicate that wild mice could provide a useful tool for identifying genes that cause variation in complex traits.
Collapse
Affiliation(s)
- Cathy C Laurie
- Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
- Rosetta Inpharmatics, Seattle, Washington, United States of America
| | - Deborah A Nickerson
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Amy D Anderson
- Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
| | - Bruce S Weir
- Department of Biostatistics, University of Washington, Seattle, Washington, United States of America
| | - Robert J Livingston
- Department of Genome Sciences, University of Washington, Seattle, Washington, United States of America
| | - Matthew D Dean
- Department of Ecology and Evolution, University of Arizona, Tucson, Arizona, United States of America
| | - Kimberly L Smith
- Department of Ecology and Evolution, University of Arizona, Tucson, Arizona, United States of America
| | - Eric E Schadt
- Rosetta Inpharmatics, Seattle, Washington, United States of America
| | - Michael W Nachman
- Department of Ecology and Evolution, University of Arizona, Tucson, Arizona, United States of America
- * To whom correspondence should be addressed. E-mail:
| |
Collapse
|
43
|
Abstract
Sexual selection is an important force driving the evolution of morphological and genetic traits. To determine the importance of male-male, postcopulatory sexual selection in natural populations of house mice, we estimated the frequency of multiple paternity, defined as the frequency with which a pregnant female carried a litter fertilized by more than one male. By genotyping eight microsatellite markers from 1095 mice, we found evidence of multiple paternity from 33 of 143. Evidence for multiple paternity was especially strong for 29 of these litters. Multiple paternity was significantly more common in higher-density vs. lower-density populations. Any estimate of multiple paternity will be an underestimate of the frequency of multiple mating, defined as the frequency with which a female mates with more than a single male during a single oestrus cycle. We used computer simulations to estimate the frequency of multiple mating, incorporating observed reductions in heterozygosity and levels of allele sharing among mother and father. These simulations indicated that multiple mating is common, occurring in at least 20% of all oestrus cycles. The exact estimate depends on the competitive skew among males, a parameter for which we currently have no data from natural populations. This study suggests that sperm competition is an important aspect of postcopulatory sexual selection in house mice.
Collapse
Affiliation(s)
- M D Dean
- University of Arizona, Ecology and Evolution, 333 Biosciences West, Tucson, AZ 85721, USA.
| | | | | |
Collapse
|
44
|
Abstract
The alpha-proteobacteria Wolbachia infect a number of insect species and influence host reproduction to favour the spread of infected females through a population. The fitness effect of this infection is important in understanding the spread and maintenance of Wolbachia within and among host populations. However, a full elucidation of fitness effect requires careful control of host genetic background. Here, I transferred a single clone of Wolbachia (the wHa strain) into three genetically distinct isofemale lines of the fly Drosophila simulans using microinjection methodology. These lines carried one of the three described mitochondrial haplogroups (siI, siII or siIII) and differ in nuclear genome as well. Population cage assays showed that wHa-infected siIII flies enjoyed a dramatic fitness benefit compared to uninfected siIII. In contrast, wHa did not affect the fitness of siI or siII flies. This study points to the importance of host-by-symbiont interaction terms that may play an important role in organismal-fitness.
Collapse
Affiliation(s)
- Matthew D Dean
- University of Iowa, 202 Biology Building, Iowa City, IA 52242, USA.
| |
Collapse
|
45
|
Dean MD, Ballard JWO. High divergence among Drosophila simulans mitochondrial haplogroups arose in midst of long term purifying selection. Mol Phylogenet Evol 2005; 36:328-37. [PMID: 15955513 DOI: 10.1016/j.ympev.2005.02.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2004] [Revised: 02/09/2005] [Accepted: 02/21/2005] [Indexed: 10/25/2022]
Abstract
We characterize the type of selection acting within and among mitochondrial lineages in five closely related Drosophila species. We focus on D. simulans, where three genetically distinct mitochondrial haplogroups show high interhaplogroup divergence and low intrahaplogroup polymorphism. Using maximum likelihood models we find that the branches leading to these three distinct mitochondrial groups show a significantly reduced rate of nonsynonymous relative to synonymous substitution. This interhaplogroup rate is significantly reduced compared to the intrahaplogroup rate, and closely resembles the rate observed between distinct species. The data suggest that slightly deleterious mutations segregating within D. simulans haplogroups are removed by selection prior to their fixation among haplogroups. We explore several hypotheses to explain how lineages within a single species can be compatible with this model of slightly deleterious mutation. The most likely hypothesis is that D. simulans haplogroups have persisted in isolation, perhaps due to association with the bacterial symbiont Wolbachia and/or demographic history, introducing a bias against the fixation of slightly deleterious mutations.
Collapse
Affiliation(s)
- Matthew D Dean
- University of Iowa, 208 Biology Building, Iowa City, IA 52242, USA.
| | | |
Collapse
|
46
|
Laurie CC, Nickerson DA, Anderson AD, Weir B, Livingston RJ, Dean MD, Smith KL, Schadt EE, Nachman MW. Linkage disequilibrium in wild mice. PLoS Genet 2005. [DOI: 10.1371/journal.pgen.0030144.eor] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
|
47
|
Dean MD, Ballard JWO. Linking phylogenetics with population genetics to reconstruct the geographic origin of a species. Mol Phylogenet Evol 2004; 32:998-1009. [PMID: 15288072 DOI: 10.1016/j.ympev.2004.03.013] [Citation(s) in RCA: 52] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2003] [Revised: 03/18/2004] [Indexed: 10/26/2022]
Abstract
Reconstructing ancestral geographic origins is critical for understanding the long-term evolution of a species. Bayesian methods have been proposed to test biogeographic hypotheses while accommodating uncertainty in phylogenetic reconstruction. However, the problem that certain taxa may have a disproportionate influence on conclusions has not been addressed. Here, we infer the geographic origin of Drosophila simulans using 2,014 bp of the period locus from 63 lines collected from 18 countries. We also analyze two previously published datasets, alcohol dehydrogenase related and NADH:ubiquinone reductase 75 kDa subunit precursor. Phylogenetic inferences of all three loci support Madagascar as the geographic origin of D. simulans. Our phylogenetic conclusions are robust to taxon resampling and to the potentially confounding effects of recombination. To test our phylogenetically derived hypothesis we develop a randomization test of the population genetics prediction that sequences from the geographic origin should contain more genetic polymorphism than those from derived populations. We find that the Madagascar population has elevated genetic polymorphism relative to non-Madagascar sequences. These data are corroborated by mitochondrial DNA sequence data.
Collapse
Affiliation(s)
- Matthew D Dean
- University of Iowa, 202 Biology Building, Iowa City, IA 52242, USA.
| | | |
Collapse
|
48
|
Abstract
AbstractDrosophila simulans is hypothesized to have originated in continental East Africa or Madagascar. In this study, we investigated evolutionary forces operating on mitochondrial DNA (mtDNA) in populations of D. simulans from Zimbabwe, Malawi, Tanzania, and Kenya. Variation in mtDNA may be affected by positive selection, background selection, demographic history, and/or any maternally inherited factor such as the bacterial symbiont Wolbachia. In East Africa, the wRi and wMa Wolbachia strains associate with the siII or siIII mitochondrial haplogroups, respectively. To ask how polymorphism relates to Wolbachia infection status, we sequenced 1776 bp of mitochondrial DNA and 1029 bp of the X-linked per locus from 79 lines. The two southern populations were infected with wRi and exhibited significantly reduced mtDNA variation, while Wolbachia-uninfected siII flies from Tanzania and Kenya showed high levels of mtDNA polymorphism. These are the first known populations of D. simulans that do not exhibit reduced mtDNA variation. We observed no mitochondrial variation in the siIII haplogroup regardless of Wolbachia infection status, suggesting positive or background selection. These populations offer a unique opportunity to monitor evolutionary dynamics in ancestral populations that harbor multiple strains of Wolbachia.
Collapse
Affiliation(s)
- Matthew D Dean
- Department of Biological Sciences, University of Iowa, Iowa City, Iowa 52242-1324, USA
| | | | | | | |
Collapse
|
49
|
James AC, Dean MD, McMahon ME, Ballard JWO. Dynamics of double and single Wolbachia infections in Drosophila simulans from New Caledonia. Heredity (Edinb) 2002; 88:182-9. [PMID: 11920119 DOI: 10.1038/sj.hdy.6800025] [Citation(s) in RCA: 43] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2001] [Accepted: 10/31/2001] [Indexed: 11/08/2022] Open
Abstract
The bacterial symbiont Wolbachia can cause cytoplasmic incompatibility in Drosophila simulans flies: if an infected male mates with an uninfected female, or a female with a different strain of Wolbachia, there can be a dramatic reduction in the number of viable eggs produced. Here we explore the dynamics associated with double and single Wolbachia infections in New Caledonia. Doubly infected females were compatible with all males in the population, explaining the high proportion of doubly infected flies. In this study, males that carry only wHa or wNo infections showed reduced incompatibility when mated to uninfected females, compared with previous reports. These data suggest that either the DNA of these bacterial isolates have diverged from those previously collected, or the genetic background of the host has lead to a reduction in the phenotype of incompatibility. Mitochondrial sequence polymorphism at two sites within the host genome was assayed to investigate population structure related to infection types. There was no correlation between sequence polymorphism and infection type suggesting that double infections are the stable type, with singly infected and uninfected flies arising from stochastic segregation of bacterial strains. Finally, we discuss the nomenclature of Wolbachia strain designation.
Collapse
Affiliation(s)
- A C James
- Department of Biology, University of Iowa, Iowa City, IA 52242, USA.
| | | | | | | |
Collapse
|
50
|
Abstract
Within an individual, mitochondria must function in a range of tissue specific environments that are largely governed by expression of a particular suite of nuclear genes. Furthermore, mitochondrial proteins form large complexes with nuclear-encoded proteins to form the electron-transport system. These dynamics between mitochondrial and nuclear genomes have important implications in studies of within and among species genetic variation, and interpretation of disease phenotypes. Experimentally disrupting naturally occurring combinations of nuclear and mitochondrial genomes should provide insights into the coevolutionary dynamics among genomes.
Collapse
Affiliation(s)
- J W Ballard
- Department of Biological Sciences University of Iowa, Iowa City, Iowa 52242, USA.
| | | |
Collapse
|