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Davis RP, Simmons LM, Shaw SL, Sass GG, Sard NM, Isermann DA, Larson WA, Homola JJ. Demographic patterns of walleye ( Sander vitreus) reproductive success in a Wisconsin population. Evol Appl 2024; 17:e13665. [PMID: 38468712 PMCID: PMC10925830 DOI: 10.1111/eva.13665] [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] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Revised: 12/21/2023] [Accepted: 01/17/2024] [Indexed: 03/13/2024] Open
Abstract
Harvest in walleye Sander vitreus fisheries is size-selective and could influence phenotypic traits of spawners; however, contributions of individual spawners to recruitment are unknown. We used parentage analyses using single nucleotide polymorphisms to test whether parental traits were related to the probability of offspring survival in Escanaba Lake, Wisconsin. From 2017 to 2020, 1339 adults and 1138 juveniles were genotyped and 66% of the offspring were assigned to at least one parent. Logistic regression indicated the probability of reproductive success (survival of age-0 to first fall) was positively (but weakly) related to total length and growth rate in females, but not age. No traits analyzed were related to reproductive success for males. Our analysis identified the model with the predictors' growth rate and year for females and the models with year and age and year for males as the most likely models to explain variation in reproductive success. Our findings indicate that interannual variation (i.e., environmental conditions) likely plays a key role in determining the probability of reproductive success in this population and provide limited support that female age, length, and growth rate influence recruitment.
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Affiliation(s)
- Robert P. Davis
- Wisconsin Cooperative Fishery Research UnitUniversity of Wisconsin‐Stevens PointStevens PointWisconsinUSA
| | - Levi M. Simmons
- Wisconsin Cooperative Fishery Research UnitUniversity of Wisconsin‐Stevens PointStevens PointWisconsinUSA
| | - Stephanie L. Shaw
- Office of Applied Science, Wisconsin Department of Natural ResourcesEscanaba Lake Research StationBoulder JunctionWisconsinUSA
| | - Greg G. Sass
- Office of Applied Science, Wisconsin Department of Natural ResourcesEscanaba Lake Research StationBoulder JunctionWisconsinUSA
| | - Nicholas M. Sard
- Department of Biological SciencesState University of New York‐OswegoOswegoNew YorkUSA
| | - Daniel A. Isermann
- U.S. Geological Survey, Wisconsin Cooperative Fishery Research UnitUniversity of Wisconsin‐Stevens PointStevens PointWisconsinUSA
| | - Wesley A. Larson
- National Marine Fisheries Service, Alaska Fisheries Science Center, Auke Bay LaboratoriesNational Oceanic and Atmospheric AdministrationJuneauAlaskaUSA
| | - Jared J. Homola
- U.S. Geological Survey, Wisconsin Cooperative Fishery Research UnitUniversity of Wisconsin‐Stevens PointStevens PointWisconsinUSA
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2
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Dolinski AC, Homola JJ, Jankowski MD, Robinson JD, Owen JC. Host gene expression is associated with viral shedding magnitude in blue-winged teals (Spatula discors) infected with low-path avian influenza virus. Comp Immunol Microbiol Infect Dis 2022; 90-91:101909. [PMID: 36410069 PMCID: PMC10500253 DOI: 10.1016/j.cimid.2022.101909] [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: 08/01/2022] [Revised: 11/02/2022] [Accepted: 11/04/2022] [Indexed: 11/09/2022]
Abstract
Intraspecific variation in host infectiousness affects disease transmission dynamics in human, domestic animal, and many wildlife host-pathogen systems including avian influenza virus (AIV); therefore, identifying host factors related to host infectiousness is important for understanding, controlling, and preventing future outbreaks. Toward this goal, we used RNA-seq data collected from low pathogenicity avian influenza virus (LPAIV)-infected blue-winged teal (Spatula discors) to determine the association between host gene expression and intraspecific variation in cloacal viral shedding magnitude, the transmissible fraction of virus. We found that host genes were differentially expressed between LPAIV-infected and uninfected birds early in the infection, host genes were differentially expressed between shed level groups at one-, three-, and five-days post-infection, host gene expression was associated with LPAIV infection patterns over time, and genes of the innate immune system had a positive linear relationship with cloacal viral shedding. This study provides important insights into host gene expression patterns associated with intraspecific LPAIV shedding variation and can serve as a foundation for future studies focused on the identification of host factors that drive or permit the emergence of high viral shedding individuals.
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Affiliation(s)
- Amanda C Dolinski
- Michigan State University, Department of Fisheries and Wildlife, 480 Wilson Rd., Room 13, East Lansing, MI 48824, USA
| | - Jared J Homola
- Michigan State University, Department of Fisheries and Wildlife, 480 Wilson Rd., Room 13, East Lansing, MI 48824, USA
| | - Mark D Jankowski
- Michigan State University, Department of Fisheries and Wildlife, 480 Wilson Rd., Room 13, East Lansing, MI 48824, USA; US Environmental Protection Agency, Region 10, Seattle, WA 98101, USA
| | - John D Robinson
- Michigan State University, Department of Fisheries and Wildlife, 480 Wilson Rd., Room 13, East Lansing, MI 48824, USA
| | - Jennifer C Owen
- Michigan State University, Department of Fisheries and Wildlife, 480 Wilson Rd., Room 13, East Lansing, MI 48824, USA; Michigan State University, Department of Large Animal Clinical Sciences, 736 Wilson Road, East Lansing, MI 48824, USA.
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3
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Shi Y, Homola JJ, Euclide PT, Isermann DA, Caroffino DC, McPhee MV, Larson WA. High‐density genomic data reveal fine‐scale population structure and pronounced islands of adaptive divergence in lake whitefish (
Coregonus clupeaformis
) from Lake Michigan. Evol Appl 2022; 15:1776-1791. [DOI: 10.1111/eva.13475] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 08/12/2022] [Accepted: 08/14/2022] [Indexed: 11/28/2022] Open
Affiliation(s)
- Yue Shi
- College of Fisheries and Ocean Sciences University of Alaska Fairbanks Juneau AK USA
- Wisconsin Cooperative Fishery Research Unit College of Natural Resources, University of Wisconsin‐Stevens Point Stevens Point WI USA
| | - Jared J. Homola
- U.S. Geological Survey, Wisconsin Cooperative Fishery Research Unit College of Natural Resources, University of Wisconsin‐Stevens Point Stevens Point WI USA
| | - Peter T. Euclide
- Wisconsin Cooperative Fishery Research Unit College of Natural Resources, University of Wisconsin‐Stevens Point Stevens Point WI USA
| | - Daniel A. Isermann
- U.S. Geological Survey, Wisconsin Cooperative Fishery Research Unit College of Natural Resources, University of Wisconsin‐Stevens Point Stevens Point WI USA
| | - David C. Caroffino
- Michigan Department of Natural Resources, Charlevoix Research Station Charlevoix MI USA
| | - Megan V. McPhee
- College of Fisheries and Ocean Sciences University of Alaska Fairbanks Juneau AK USA
| | - Wesley A. Larson
- U.S. Geological Survey, Wisconsin Cooperative Fishery Research Unit College of Natural Resources, University of Wisconsin‐Stevens Point Stevens Point WI USA
- National Oceanic and Atmospheric Administration, National Marine Fisheries Service, Alaska Fisheries Science Center, Auke Bay Laboratories Juneau AK USA
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4
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Dolinski AC, Homola JJ, Jankowski MD, Robinson JD, Owen JC. Differential gene expression reveals host factors for viral shedding variation in mallards ( Anas platyrhynchos) infected with low-pathogenic avian influenza virus. J Gen Virol 2022; 103:10.1099/jgv.0.001724. [PMID: 35353676 PMCID: PMC10519146 DOI: 10.1099/jgv.0.001724] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [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] [Indexed: 12/13/2022] Open
Abstract
Intraspecific variation in pathogen shedding impacts disease transmission dynamics; therefore, understanding the host factors associated with individual variation in pathogen shedding is key to controlling and preventing outbreaks. In this study, ileum and bursa of Fabricius tissues of wild-bred mallards (Anas platyrhynchos) infected with low-pathogenic avian influenza (LPAIV) were evaluated at various post-infection time points to determine genetic host factors associated with intraspecific variation in viral shedding. By analysing transcriptome sequencing data (RNA-seq), we found that LPAIV-infected wild-bred mallards do not exhibit differential gene expression compared to uninfected birds, but that gene expression was associated with cloacal viral shedding quantity early in the infection. In both tissues, immune gene expression was higher in high/moderate shedding birds compared to low shedding birds, and significant positive relationships with viral shedding were observed. In the ileum, expression for host genes involved in viral cell entry was lower in low shedders compared to moderate shedders at 1 day post-infection (DPI), and expression for host genes promoting viral replication was higher in high shedders compared to low shedders at 2 DPI. Our findings indicate that viral shedding is a key factor for gene expression differences in LPAIV-infected wild-bred mallards, and the genes identified in this study could be important for understanding the molecular mechanisms driving intraspecific variation in pathogen shedding.
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Affiliation(s)
- Amanda C. Dolinski
- Department of Fisheries and Wildlife, Michigan State
University, East Lansing, MI
| | - Jared J. Homola
- Department of Fisheries and Wildlife, Michigan State
University, East Lansing, MI
| | - Mark D. Jankowski
- Department of Fisheries and Wildlife, Michigan State
University, East Lansing, MI
- U.S. Environmental Protection Agency, Region 10, Seattle,
WA 98101
| | - John D. Robinson
- Department of Fisheries and Wildlife, Michigan State
University, East Lansing, MI
| | - Jennifer C. Owen
- Department of Fisheries and Wildlife, Michigan State
University, East Lansing, MI
- Department of Large Animal Clinical Sciences, Michigan
State University, East Lansing, MI, USA
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5
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Lorencen BM, Homola JJ, Robinson JD, Scribner KT. Quantifying nonlinear temporal effects of ethanol preservation on round goby (Neogobius melanostomus) anatomical traits. J Morphol 2021; 282:1772-1784. [PMID: 34652032 DOI: 10.1002/jmor.21420] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 10/04/2021] [Accepted: 10/10/2021] [Indexed: 11/10/2022]
Abstract
Geometric morphometrics provides a powerful means of evaluating differences in phenotypic traits among specimens. However, inferences of trait variability can be confounded when measurements are based on preserved samples. We evaluated effects of ethanol preservation on morphology over a 22-week time period for a Laurentian Great Lakes invasive fish, round goby (Neogobius melanostomus, Pallas 1814), using sets of 17 lateral and six dorsal landmarks. We tested whether ethanol preservation affected the magnitude of inter-population variation between individuals collected from lake and river habitats. Generalized least square regression determined that length did not significantly vary through the preservation time series for fish from either population, while mass decreased significantly. Body shape variation was summarized using principal component analysis, which revealed that most preservation-associated changes occurred in the first 14 days. The lateral shape experienced a large magnitude change during the first 24 h in ethanol then only minor changes for the remainder of the study. The dorsal shape began to revert to pre-preservation measurements about 14 days following preservation. Additionally, differences in shape were apparent between the two populations throughout the experiment; however, the magnitude of differences between populations varied depending on whether dorsal or lateral landmarks were considered. Our study demonstrates that tissue responses to ethanol preservation can be more complex than a simple loss of mass, resulting in difficult to predict consequences for geometric morphometric analyses, including variable responses depending on the anatomical region being analyzed.
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Affiliation(s)
- Bailey M Lorencen
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - Jared J Homola
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - John D Robinson
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA
| | - Kim T Scribner
- Department of Fisheries and Wildlife, Michigan State University, East Lansing, Michigan, USA.,Department of Integrative Biology, Michigan State University, East Lansing, Michigan, USA
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6
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Wood ZT, Wiegardt AK, Barton KL, Clark JD, Homola JJ, Olsen BJ, King BL, Kovach AI, Kinnison MT. Meta-analysis: Congruence of genomic and phenotypic differentiation across diverse natural study systems. Evol Appl 2021; 14:2189-2205. [PMID: 34603492 PMCID: PMC8477602 DOI: 10.1111/eva.13264] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [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: 12/01/2020] [Revised: 06/02/2021] [Accepted: 06/06/2021] [Indexed: 01/17/2023] Open
Abstract
Linking genotype to phenotype is a primary goal for understanding the genomic underpinnings of evolution. However, little work has explored whether patterns of linked genomic and phenotypic differentiation are congruent across natural study systems and traits. Here, we investigate such patterns with a meta-analysis of studies examining population-level differentiation at subsets of loci and traits putatively responding to divergent selection. We show that across the 31 studies (88 natural population-level comparisons) we examined, there was a moderate (R 2 = 0.39) relationship between genomic differentiation (F ST ) and phenotypic differentiation (P ST ) for loci and traits putatively under selection. This quantitative relationship between P ST and F ST for loci under selection in diverse taxa provides broad context and cross-system predictions for genomic and phenotypic adaptation by natural selection in natural populations. This context may eventually allow for more precise ideas of what constitutes "strong" differentiation, predictions about the effect size of loci, comparisons of taxa evolving in nonparallel ways, and more. On the other hand, links between P ST and F ST within studies were very weak, suggesting that much work remains in linking genomic differentiation to phenotypic differentiation at specific phenotypes. We suggest that linking genotypes to specific phenotypes can be improved by correlating genomic and phenotypic differentiation across a spectrum of diverging populations within a taxon and including wide coverage of both genomes and phenomes.
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Affiliation(s)
- Zachary T. Wood
- School of Biology and EcologyUniversity of MaineOronoMEUSA
- Maine Center for Genetics in the EnvironmentOronoMEUSA
| | - Andrew K. Wiegardt
- Department of Natural Resources and the EnvironmentUniversity of New HampshireDurhamNHUSA
| | - Kayla L. Barton
- Department of Molecular & Biomedical SciencesUniversity of MaineOronoMEUSA
| | - Jonathan D. Clark
- Department of Natural Resources and the EnvironmentUniversity of New HampshireDurhamNHUSA
| | - Jared J. Homola
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMIUSA
| | - Brian J. Olsen
- Maine Center for Genetics in the EnvironmentOronoMEUSA
- Department of Wildlife, Fisheries, and Conservation BiologyUniversity of MaineOronoMEUSA
| | - Benjamin L. King
- Department of Molecular & Biomedical SciencesUniversity of MaineOronoMEUSA
| | - Adrienne I. Kovach
- Department of Natural Resources and the EnvironmentUniversity of New HampshireDurhamNHUSA
| | - Michael T. Kinnison
- School of Biology and EcologyUniversity of MaineOronoMEUSA
- Maine Center for Genetics in the EnvironmentOronoMEUSA
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7
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Homola JJ, Loftin CS, Cammen KM, Helbing CC, Birol I, Schultz TF, Kinnison MT. Replicated Landscape Genomics Identifies Evidence of Local Adaptation to Urbanization in Wood Frogs. J Hered 2020; 110:707-719. [PMID: 31278891 PMCID: PMC6785938 DOI: 10.1093/jhered/esz041] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [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: 12/12/2018] [Accepted: 06/28/2019] [Indexed: 12/20/2022] Open
Abstract
Native species that persist in urban environments may benefit from local adaptation to novel selection factors. We used double-digest restriction-side associated DNA (RAD) sequencing to evaluate shifts in genome-wide genetic diversity and investigate the presence of parallel evolution associated with urban-specific selection factors in wood frogs (Lithobates sylvaticus). Our replicated paired study design involved 12 individuals from each of 4 rural and urban populations to improve our confidence that detected signals of selection are indeed associated with urbanization. Genetic diversity measures were less for urban populations; however, the effect size was small, suggesting little biological consequence. Using an FST outlier approach, we identified 37 of 8344 genotyped single nucleotide polymorphisms with consistent evidence of directional selection across replicates. A genome-wide association study analysis detected modest support for an association between environment type and 12 of the 37 FST outlier loci. Discriminant analysis of principal components using the 37 FST outlier loci produced correct reassignment for 87.5% of rural samples and 93.8% of urban samples. Eighteen of the 37 FST outlier loci mapped to the American bullfrog (Rana [Lithobates] catesbeiana) genome, although none were in coding regions. This evidence of parallel evolution to urban environments provides a powerful example of the ability of urban landscapes to direct evolutionary processes.
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Affiliation(s)
- Jared J Homola
- School of Biology and Ecology, University of Maine, Orono, ME.,Department of Fisheries and Wildlife, Michigan State University, East Lansing, MI
| | - Cynthia S Loftin
- the US Geological Survey, Maine Cooperative Fish and Wildlife Research Unit, Orono, ME
| | | | - Caren C Helbing
- the Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada
| | - Inanc Birol
- the Canada's Michael Smith Genome Sciences Centre, British Columbia Cancer Agency, Vancouver, BC, Canada
| | - Thomas F Schultz
- the Division of Marine Science and Conservation, Nicholas School of the Environment, Duke University, Beaufort, NC
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8
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Sard NM, Smith SR, Homola JJ, Kanefsky J, Bravener G, Adams JV, Holbrook CM, Hrodey PJ, Tallon K, Scribner KT. RAPTURE (RAD capture) panel facilitates analyses characterizing sea lamprey reproductive ecology and movement dynamics. Ecol Evol 2020; 10:1469-1488. [PMID: 32076528 PMCID: PMC7029094 DOI: 10.1002/ece3.6001] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [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: 05/01/2019] [Revised: 12/16/2019] [Accepted: 12/18/2019] [Indexed: 12/18/2022] Open
Abstract
Genomic tools are lacking for invasive and native populations of sea lamprey (Petromyzon marinus). Our objective was to discover single nucleotide polymorphism (SNP) loci to conduct pedigree analyses to quantify reproductive contributions of adult sea lampreys and dispersion of sibling larval sea lampreys of different ages in Great Lakes tributaries. Additional applications of data were explored using additional geographically expansive samples. We used restriction site-associated DNA sequencing (RAD-Seq) to discover genetic variation in Duffins Creek (DC), Ontario, Canada, and the St. Clair River (SCR), Michigan, USA. We subsequently developed RAD capture baits to genotype 3,446 RAD loci that contained 11,970 SNPs. Based on RAD capture assays, estimates of variance in SNP allele frequency among five Great Lakes tributary populations (mean F ST 0.008; range 0.00-0.018) were concordant with previous microsatellite-based studies; however, outlier loci were identified that contributed substantially to spatial population genetic structure. At finer scales within streams, simulations indicated that accuracy in genetic pedigree reconstruction was high when 200 or 500 independent loci were used, even in situations of high spawner abundance (e.g., 1,000 adults). Based on empirical collections of larval sea lamprey genotypes, we found that age-1 and age-2 families of full and half-siblings were widely but nonrandomly distributed within stream reaches sampled. Using the genomic scale set of SNP loci developed in this study, biologists can rapidly genotype sea lamprey in non-native and native ranges to investigate questions pertaining to population structuring and reproductive ecology at previously unattainable scales.
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Affiliation(s)
- Nicholas M. Sard
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
- Biology DepartmentSUNY OswegoOswegoNew York
| | - Seth R. Smith
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
| | - Jared J. Homola
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
| | - Jeannette Kanefsky
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
| | | | - Jean V. Adams
- Great Lakes Science CenterU.S. Geological SurveyAnn ArborMichigan
| | - Christopher M. Holbrook
- Great Lakes Science CenterHammond Bay Biological StationU.S. Geological SurveyMillersburgMichigan
| | | | - Kevin Tallon
- Fisheries and Oceans CanadaSault Ste. MarieONCanada
| | - Kim T. Scribner
- Department of Fisheries and WildlifeMichigan State UniversityEast LansingMichigan
- Department of Integrative BiologyState UniversityEast LansingMichigan
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9
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Homola JJ, Loftin CS, Kinnison MT. Landscape genetics reveals unique and shared effects of urbanization for two sympatric pool-breeding amphibians. Ecol Evol 2019; 9:11799-11823. [PMID: 31695889 PMCID: PMC6822048 DOI: 10.1002/ece3.5685] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [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: 04/28/2019] [Revised: 08/26/2019] [Accepted: 08/30/2019] [Indexed: 01/05/2023] Open
Abstract
Metapopulation-structured species can be negatively affected when landscape fragmentation impairs connectivity. We investigated the effects of urbanization on genetic diversity and gene flow for two sympatric amphibian species, spotted salamanders (Ambystoma maculatum) and wood frogs (Lithobates sylvaticus), across a large (>35,000 km2) landscape in Maine, USA, containing numerous natural and anthropogenic gradients. Isolation-by-distance (IBD) patterns differed between the species. Spotted salamanders showed a linear and relatively high variance relationship between genetic and geographic distances (r = .057, p < .001), whereas wood frogs exhibited a strongly nonlinear and lower variance relationship (r = 0.429, p < .001). Scale dependence analysis of IBD found gene flow has its most predictable influence (strongest IBD correlations) at distances up to 9 km for spotted salamanders and up to 6 km for wood frogs. Estimated effective migration surfaces revealed contrasting patterns of high and low genetic diversity and gene flow between the two species. Population isolation, quantified as the mean IBD residuals for each population, was associated with local urbanization and less genetic diversity in both species. The influence of geographic proximity and urbanization on population connectivity was further supported by distance-based redundancy analysis and multiple matrix regression with randomization. Resistance surface modeling found interpopulation connectivity to be influenced by developed land cover, light roads, interstates, and topography for both species, plus secondary roads and rivers for wood frogs. Our results highlight the influence of anthropogenic landscape features within the context of natural features and broad spatial genetic patterns, in turn supporting the premise that while urbanization significantly restricts interpopulation connectivity for wood frogs and spotted salamanders, specific landscape elements have unique effects on these two sympatric species.
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Affiliation(s)
| | - Cynthia S. Loftin
- Maine Cooperative Fish and Wildlife Research UnitU.S. Geological SurveyOronoMEUSA
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10
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Tanaka KR, Belknap SL, Homola JJ, Chen Y. A statistical model for monitoring shell disease in inshore lobster fisheries: A case study in Long Island Sound. PLoS One 2017; 12:e0172123. [PMID: 28196150 PMCID: PMC5308772 DOI: 10.1371/journal.pone.0172123] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [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: 07/13/2016] [Accepted: 01/31/2017] [Indexed: 11/24/2022] Open
Abstract
The expansion of shell disease is an emerging threat to the inshore lobster fisheries in the northeastern United States. The development of models to improve the efficiency and precision of existing monitoring programs is advocated as an important step in mitigating its harmful effects. The objective of this study is to construct a statistical model that could enhance the existing monitoring effort through (1) identification of potential disease-associated abiotic and biotic factors, and (2) estimation of spatial variation in disease prevalence in the lobster fishery. A delta-generalized additive modeling (GAM) approach was applied using bottom trawl survey data collected from 2001-2013 in Long Island Sound, a tidal estuary between New York and Connecticut states. Spatial distribution of shell disease prevalence was found to be strongly influenced by the interactive effects of latitude and longitude, possibly indicative of a geographic origin of shell disease. Bottom temperature, bottom salinity, and depth were also important factors affecting the spatial variability in shell disease prevalence. The delta-GAM projected high disease prevalence in non-surveyed locations. Additionally, a potential spatial discrepancy was found between modeled disease hotspots and survey-based gravity centers of disease prevalence. This study provides a modeling framework to enhance research, monitoring and management of emerging and continuing marine disease threats.
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Affiliation(s)
- Kisei R. Tanaka
- School of Marine Sciences, University of Maine, Orono, Maine, United States of America
- Climate Change Institute, University of Maine, Orono, Maine, United States of America
| | - Samuel L. Belknap
- Climate Change Institute, University of Maine, Orono, Maine, United States of America
- Department of Anthropology, University of Maine, Orono, Maine, United States of America
| | - Jared J. Homola
- Climate Change Institute, University of Maine, Orono, Maine, United States of America
- School of Biology and Ecology, University of Maine, Orono, Maine, United States of America
| | - Yong Chen
- School of Marine Sciences, University of Maine, Orono, Maine, United States of America
- Climate Change Institute, University of Maine, Orono, Maine, United States of America
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11
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Homola JJ, Ruetz CR, Kohler SL, Thum RA. Complex postglacial recolonization inferred from population genetic structure of mottled sculpin Cottus bairdii in tributaries of eastern Lake Michigan, U.S.A. J Fish Biol 2016; 89:2234-2250. [PMID: 27616022 DOI: 10.1111/jfb.13101] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/08/2015] [Accepted: 06/27/2016] [Indexed: 06/06/2023]
Abstract
This study used analyses of the genetic structure of a non-game fish species, the mottled sculpin Cottus bairdii to hypothesize probable recolonization routes used by cottids and possibly other Laurentian Great Lakes fishes following glacial recession. Based on samples from 16 small streams in five major Lake Michigan, U.S.A., tributary basins, significant interpopulation differentiation was documented (overall FST = 0·235). Differentiation was complex, however, with unexpectedly high genetic similarity among basins as well as occasionally strong differentiation within basins, despite relatively close geographic proximity of populations. Genetic dissimilarities were identified between eastern and western populations within river basins, with similarities existing between eastern and western populations across basins. Given such patterns, recolonization is hypothesized to have occurred on three occasions from more than one glacial refugium, with a secondary vicariant event resulting from reduction in the water level of ancestral Lake Michigan. By studying the phylogeography of a small, non-game fish species, this study provides insight into recolonization dynamics of the region that could be difficult to infer from game species that are often broadly dispersed by humans.
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Affiliation(s)
- J J Homola
- Robert B. Annis Water Resources Institute, Grand Valley State University, 740 W. Shoreline Drive, Muskegon, MI, 49441, U.S.A..
| | - C R Ruetz
- Robert B. Annis Water Resources Institute, Grand Valley State University, 740 W. Shoreline Drive, Muskegon, MI, 49441, U.S.A
| | - S L Kohler
- Department of Biological Sciences and Environmental and Sustainability Studies Program, Western Michigan University, Kalamazoo, MI, 49008, U.S.A
| | - R A Thum
- Department of Plant Sciences & Plant Pathology, Montana State University, P. O. Box 173150, Bozeman, MT, 59717, U.S.A
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