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Manning JA, Edwards T, Clemons J, Leavitt DJ, Goldberg CS, Culver M. Scat as a source of DNA for population monitoring. Ecol Evol 2022; 12:e9415. [PMID: 36329814 PMCID: PMC9618667 DOI: 10.1002/ece3.9415] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2022] [Revised: 08/22/2022] [Accepted: 09/18/2022] [Indexed: 01/26/2023] Open
Abstract
Sampling fecal droppings (scat) to genetically identify individual animals is an established method for monitoring mammal populations and could be highly useful for monitoring reptile populations. Whereas existing protocols for obtaining DNA from reptile scat focus on analyses of whole, fresh scat deposited during animal handling, the collection of scat naturally deposited by reptiles in situ, as required for non-invasive population monitoring, requires protocols to extract highly degraded DNA. Using surface swabs from such scats can reduce PCR inhibition and increase genotyping success. We report on three related but independently designed studies of DNA analyses from scat swabs of herbivorous reptiles under natural desert conditions: two free-ranging desert tortoise species (Agassiz's desert tortoise, Gopherus agassizii, California, US, and Morafka's desert tortoise, G. morafkai, Arizona, US) and the common chuckwalla (Sauromalus atar) (Arizona, US, and Sonora, MX). We analyzed samples from both tortoise species with the same set of 16 microsatellites and chuckwalla samples with four mtDNA markers; studies also varied in swab preservation medium and DNA extraction method. Microsatellite amplification success per sample, defined as ≥9 loci with amplification, was 15% for the study of Agassiz's desert tortoise and for the study of 42% Morafka's desert tortoise. For chuckwallas, we successfully amplified and sequenced 50% of samples. We recovered fragments up to 400 bp for tortoises and 980 bp for chuckwallas from scat swab samples. This study indicates that genotypes can successfully be obtained from swabs of scat from herbivorous reptiles collected in the field under natural environmental conditions and emphasizes that repeat amplifications are necessary for the genetic identification of individuals from non-invasive samples.
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Affiliation(s)
- Jeffrey A. Manning
- School of the EnvironmentWashington State UniversityPullmanWashingtonUSA
| | - Taylor Edwards
- University of Arizona Genetics Core, University of ArizonaTucsonArizonaUSA
| | - John Clemons
- School of Natural Resources and the Environment, Conservation Genetics LaboratoryUniversity of ArizonaTucsonArizonaUSA
| | - Daniel J. Leavitt
- U.S. Fish and Wildlife ServiceArizona Ecological Services Field OfficePhoenixArizonaUSA
| | - Caren S. Goldberg
- School of the EnvironmentWashington State UniversityPullmanWashingtonUSA
| | - Melanie Culver
- School of Natural Resources and the Environment, Conservation Genetics LaboratoryUniversity of ArizonaTucsonArizonaUSA
- U.S. Geological Survey, Arizona Cooperative Fish and Wildlife Research UnitUniversity of ArizonaTucsonArizonaUSA
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2
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Weitzman CL, Hagerty BE, Sandmeier FC, Tracy CR. Desert Tortoises in Zion National Park Represent a Natural Extension of Their Range. CHELONIAN CONSERVATION AND BIOLOGY 2021. [DOI: 10.2744/ccb-1457.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Affiliation(s)
- Chava L. Weitzman
- Department of Biology, University of Nevada, Reno, Reno, Nevada 89557 USA
| | - Bridgette E. Hagerty
- Department of Biological Sciences, York College of Pennsylvania, York, Pennsylvania 17403 USA []
| | | | - C. Richard Tracy
- Department of Biology, University of Nevada, Reno, Reno, Nevada 89557 USA []
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3
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McKee RK, Buhlmann KA, Moore CT, Hepinstall‐Cymerman J, Tuberville TD. Waif Gopher Tortoise Survival and Site Fidelity Following Translocation. J Wildl Manage 2021. [DOI: 10.1002/jwmg.21998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Rebecca K. McKee
- Warnell School of Forestry and Natural Resources University of Georgia 180 E Green Street Athens GA 30602 USA
| | - Kurt A. Buhlmann
- University of Georgia's Savannah River Ecology Laboratory P.O. Drawer E Aiken SC 29802 USA
| | - Clinton T. Moore
- U.S. Geological Survey, Georgia Cooperative Fish and Wildlife Research Unit, Warnell School of Forestry and Natural Resources University of Georgia 180 E Green Street Athens GA 30602 USA
| | - Jeffrey Hepinstall‐Cymerman
- Warnell School of Forestry and Natural Resources University of Georgia 180 E Green Street Athens GA 30602 USA
| | - Tracey D. Tuberville
- University of Georgia's Savannah River Ecology Laboratory P.O. Drawer E, Aiken SC 29802 USA
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4
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Scott PA, Allison LJ, Field KJ, Averill-Murray RC, Shaffer HB. Individual heterozygosity predicts translocation success in threatened desert tortoises. Science 2020; 370:1086-1089. [DOI: 10.1126/science.abb0421] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Revised: 09/11/2020] [Accepted: 10/20/2020] [Indexed: 12/23/2022]
Affiliation(s)
- Peter A. Scott
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA
- Department of Life, Earth, and Environmental Sciences, West Texas A&M University, Canyon, TX 79016, USA
| | - Linda J. Allison
- U.S. Fish and Wildlife Service, Desert Tortoise Recovery Office, Reno, NV 89502, USA
| | - Kimberleigh J. Field
- U.S. Fish and Wildlife Service, Desert Tortoise Recovery Office, Reno, NV 89502, USA
| | - Roy C. Averill-Murray
- U.S. Fish and Wildlife Service, Desert Tortoise Recovery Office, Reno, NV 89502, USA
| | - H. Bradley Shaffer
- Department of Ecology and Evolutionary Biology, University of California, Los Angeles, CA 90095, USA
- La Kretz Center for California Conservation Science, Institute of the Environment and Sustainability, University of California, Los Angeles, CA 90095, USA
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Sánchez-Ramírez S, Rico Y, Berry KH, Edwards T, Karl AE, Henen BT, Murphy RW. Landscape limits gene flow and drives population structure in Agassiz's desert tortoise (Gopherus agassizii). Sci Rep 2018; 8:11231. [PMID: 30046050 PMCID: PMC6060138 DOI: 10.1038/s41598-018-29395-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2018] [Accepted: 07/09/2018] [Indexed: 12/17/2022] Open
Abstract
Distance, environmental heterogeneity and local adaptation can strongly influence population structure and connectivity. Understanding how these factors shape the genomic landscape of threatened species is a major goal in conservation genomics and wildlife management. Herein, we use thousands (6,859) of single nucleotide polymorphism markers and spatial data from hundreds of individuals (n = 646) to re-evaluate the population structure of Agassiz's desert tortoise (Gopherus agassizii). Analyses resolve from 4 to 8 spatially well-defined clusters across the range. Western, central, and southern populations within the Western Mojave recovery unit are consistent throughout, while analyses sometimes merge other recovery units depending on the level of clustering. Causal modeling consistently associates genetic connectivity with least-cost distance, based on multiple landscape features associated with tortoise habitat, better than geographic distance. Some features include elevation, soil depth, rock volume, precipitation, and vegetation coverage, suggesting that physical, climatic, and biotic landscape features have played a strong evolutionary role restricting gene flow between populations. Further, 12 highly differentiated outlier loci have associated functions that may be involved with neurogenesis, wound healing, lipid metabolism, and possibly vitellogenesis. Together, these findings have important implications for recovery programs, such as translocations, population augmentation, reproduction in captivity and the identification of ecologically important genes, opening new venues for conservation genomics in desert tortoises.
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Affiliation(s)
- Santiago Sánchez-Ramírez
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, M5S 3B2, Toronto, ON, Canada.
- Department of Natural History, Royal Ontario Museum, 100 Queen's Park, M5S 2C6, Toronto, ON, Canada.
| | - Yessica Rico
- CONACYT, Red de Diversidad Biológica del Occidente Mexicano, Instituto de Ecología, A. C., Av. Lázaro Cárdenas, 61600, Pátzcuaro, Michoácan, Mexico
| | - Kristin H Berry
- U.S. Geological Survey, Western Ecological Research Center, 21803 Cactus Avenue, Suite F, Riverside, CA, 92518, USA
| | - Taylor Edwards
- University of Arizona Genetics Core, Thomas W. Keating, Bioresearch Building, 1657 E. Helen Street, Room 111, Tucson, AZ, 85721, USA
| | - Alice E Karl
- Alice E. Karl & Associates, 19476 County Road 89, Winters, CA, 9569, USA
| | - Brian T Henen
- Environmental Affairs, MAGTFTC MCAGCC, Twentynine Palms, CA, 92278, USA
| | - Robert W Murphy
- Department of Ecology and Evolutionary Biology, University of Toronto, 25 Willcocks Street, M5S 3B2, Toronto, ON, Canada.
- Department of Natural History, Royal Ontario Museum, 100 Queen's Park, M5S 2C6, Toronto, ON, Canada.
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Lovich JE, Averill-Murray RC, Agha M, Ennen JR, Austin M. Variation in Annual Clutch Phenology of Sonoran Desert Tortoises (Gopherus morafkai) in Central Arizona. HERPETOLOGICA 2017. [DOI: 10.1655/herpetologica-d-17-00007.1] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Jeffrey E. Lovich
- US Geological Survey, Southwest Biological Science Center, 2255 North Gemini Drive, MS-9394, Flagstaff, AZ 86001, USA
| | | | - Mickey Agha
- Department of Wildlife, Fish, and Conservation Biology, University of California, Davis, One Shields Avenue, Davis, CA 95616, USA
| | - Joshua R. Ennen
- Tennessee Aquarium Conservation Institute, 175 Baylor School Road, Chattanooga, TN 37405, USA
| | - Meaghan Austin
- Trileaf Environmental Corporation, 2121 West Chandler Boulevard, Suite 203, Chandler, AZ 85224, USA
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Tollis M, DeNardo DF, Cornelius JA, Dolby GA, Edwards T, Henen BT, Karl AE, Murphy RW, Kusumi K. The Agassiz's desert tortoise genome provides a resource for the conservation of a threatened species. PLoS One 2017; 12:e0177708. [PMID: 28562605 PMCID: PMC5451010 DOI: 10.1371/journal.pone.0177708] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2016] [Accepted: 05/02/2017] [Indexed: 12/30/2022] Open
Abstract
Agassiz's desert tortoise (Gopherus agassizii) is a long-lived species native to the Mojave Desert and is listed as threatened under the US Endangered Species Act. To aid conservation efforts for preserving the genetic diversity of this species, we generated a whole genome reference sequence with an annotation based on deep transcriptome sequences of adult skeletal muscle, lung, brain, and blood. The draft genome assembly for G. agassizii has a scaffold N50 length of 252 kbp and a total length of 2.4 Gbp. Genome annotation reveals 20,172 protein-coding genes in the G. agassizii assembly, and that gene structure is more similar to chicken than other turtles. We provide a series of comparative analyses demonstrating (1) that turtles are among the slowest-evolving genome-enabled reptiles, (2) amino acid changes in genes controlling desert tortoise traits such as shell development, longevity and osmoregulation, and (3) fixed variants across the Gopherus species complex in genes related to desert adaptations, including circadian rhythm and innate immune response. This G. agassizii genome reference and annotation is the first such resource for any tortoise, and will serve as a foundation for future analysis of the genetic basis of adaptations to the desert environment, allow for investigation into genomic factors affecting tortoise health, disease and longevity, and serve as a valuable resource for additional studies in this species complex.
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Affiliation(s)
- Marc Tollis
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
| | - Dale F. DeNardo
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
| | - John A. Cornelius
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
| | - Greer A. Dolby
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
| | - Taylor Edwards
- University of Arizona Genetics Core, University of Arizona, Tucson, Arizona, United States of America
| | - Brian T. Henen
- Natural Resources and Environmental Affairs, Marine Air Ground Task Force Training Command, Marine Corps Air Ground Combat Center, Twentynine Palms, California, United States of America
| | - Alice E. Karl
- Alice E. Karl and Associates, Davis, California, United States of America
| | - Robert W. Murphy
- Centre for Biodiversity and Conservation Biology, Royal Ontario Museum, Toronto, Canada
| | - Kenro Kusumi
- School of Life Sciences, Arizona State University, Tempe, Arizona, United States of America
- * E-mail:
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Edwards T, Tollis M, Hsieh P, Gutenkunst RN, Liu Z, Kusumi K, Culver M, Murphy RW. Assessing models of speciation under different biogeographic scenarios; an empirical study using multi-locus and RNA-seq analyses. Ecol Evol 2016; 6:379-96. [PMID: 26843925 PMCID: PMC4729248 DOI: 10.1002/ece3.1865] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2015] [Revised: 11/01/2015] [Accepted: 11/02/2015] [Indexed: 12/30/2022] Open
Abstract
Evolutionary biology often seeks to decipher the drivers of speciation, and much debate persists over the relative importance of isolation and gene flow in the formation of new species. Genetic studies of closely related species can assess if gene flow was present during speciation, because signatures of past introgression often persist in the genome. We test hypotheses on which mechanisms of speciation drove diversity among three distinct lineages of desert tortoise in the genus Gopherus. These lineages offer a powerful system to study speciation, because different biogeographic patterns (physical vs. ecological segregation) are observed at opposing ends of their distributions. We use 82 samples collected from 38 sites, representing the entire species' distribution and generate sequence data for mtDNA and four nuclear loci. A multilocus phylogenetic analysis in *BEAST estimates the species tree. RNA‐seq data yield 20,126 synonymous variants from 7665 contigs from two individuals of each of the three lineages. Analyses of these data using the demographic inference package ∂a∂i serve to test the null hypothesis of no gene flow during divergence. The best‐fit demographic model for the three taxa is concordant with the *BEAST species tree, and the ∂a∂i analysis does not indicate gene flow among any of the three lineages during their divergence. These analyses suggest that divergence among the lineages occurred in the absence of gene flow and in this scenario the genetic signature of ecological isolation (parapatric model) cannot be differentiated from geographic isolation (allopatric model).
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Affiliation(s)
- Taylor Edwards
- School of Natural Resources and the Environment The University of Arizona Tucson Arizona 85721; University of Arizona Genetics Core University of Arizona Tucson Arizona 85721
| | - Marc Tollis
- School of Life Sciences Arizona State University Tempe Arizona 85287
| | - PingHsun Hsieh
- Department of Ecology and Evolutionary Biology The University of Arizona Tucson Arizona 85721
| | - Ryan N Gutenkunst
- Department of Ecology and Evolutionary Biology The University of Arizona Tucson Arizona 85721; Department of Molecular and Cellular Biology The University of Arizona Tucson Arizona 85721
| | - Zhen Liu
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming 650223 China
| | - Kenro Kusumi
- School of Life Sciences Arizona State University Tempe Arizona 85287
| | - Melanie Culver
- School of Natural Resources and the Environment The University of Arizona Tucson Arizona 85721; Arizona Cooperative Fish & Wildlife Research Unit USGS University of Arizona Tucson Arizona 85721
| | - Robert W Murphy
- State Key Laboratory of Genetic Resources and Evolution Kunming Institute of Zoology Chinese Academy of Sciences Kunming 650223 China; Centre for Biodiversity and Conservation Biology Royal Ontario Museum Toronto ON Canada
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Berry KH, Coble AA, Yee JL, Mack JS, Perry WM, Anderson KM, Brown MB. Distance to human populations influences epidemiology of respiratory disease in desert tortoises. J Wildl Manage 2014. [DOI: 10.1002/jwmg.816] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Kristin H. Berry
- U.S. Geological Survey; Western Ecological Research Center; 21803 Cactus Avenue; Suite F, Riverside; CA 92518 USA
| | - Ashley A. Coble
- U.S. Geological Survey; Western Ecological Research Center; 21803 Cactus Avenue; Suite F, Riverside; CA 92518 USA
| | - Julie L. Yee
- U.S. Geological Survey; Western Ecological Research Center; 800 Business Park Drive; Suite D, Dixon; CA 95620 USA
| | - Jeremy S. Mack
- U.S. Geological Survey; Western Ecological Research Center; 21803 Cactus Avenue; Suite F, Riverside; CA 92518 USA
| | - William M. Perry
- U.S. Geological Survey; Western Ecological Research Center; 800 Business Park Drive; Suite D, Dixon; CA 95620 USA
| | | | - Mary B. Brown
- Department of Infectious Diseases and Pathology; College of Veterinary Medicine; University of Florida; Gainesville FL 32611-0880 USA
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Edwards T, Cox EC, Buzzard V, Wiese C, Hillard LS, Murphy RW. Genetic assessments and parentage analysis of captive Bolson tortoises (Gopherus flavomarginatus) inform their "rewilding" in New Mexico. PLoS One 2014; 9:e102787. [PMID: 25029369 PMCID: PMC4100913 DOI: 10.1371/journal.pone.0102787] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2014] [Accepted: 06/24/2014] [Indexed: 11/18/2022] Open
Abstract
The Bolson tortoise (Gopherus flavomarginatus) is the first species of extirpated megafauna to be repatriated into the United States. In September 2006, 30 individuals were translocated from Arizona to New Mexico with the long-term objective of restoring wild populations via captive propagation. We evaluated mtDNA sequences and allelic diversity among 11 microsatellite loci from the captive population and archived samples collected from wild individuals in Durango, Mexico (n = 28). Both populations exhibited very low genetic diversity and the captive population captured roughly 97.5% of the total wild diversity, making it a promising founder population. Genetic screening of other captive animals (n = 26) potentially suitable for reintroduction uncovered multiple hybrid G. flavomarginatus×G. polyphemus, which were ineligible for repatriation; only three of these individuals were verified as purebred G. flavomarginatus. We used these genetic data to inform mate pairing, reduce the potential for inbreeding and to monitor the maintenance of genetic diversity in the captive population. After six years of successful propagation, we analyzed the parentage of 241 hatchlings to assess the maintenance of genetic diversity. Not all adults contributed equally to successive generations. Most yearly cohorts of hatchlings failed to capture the diversity of the parental population. However, overlapping generations of tortoises helped to alleviate genetic loss because the entire six-year cohort of hatchlings contained the allelic diversity of the parental population. Polyandry and sperm storage occurred in the captives and future management strategies must consider such events.
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Affiliation(s)
- Taylor Edwards
- University of Arizona Genetics Core, University of Arizona, Tucson, Arizona, United States of America
- * E-mail:
| | - Elizabeth Canty Cox
- University of Arizona Genetics Core, University of Arizona, Tucson, Arizona, United States of America
| | - Vanessa Buzzard
- Department of Ecology and Evolutionary Biology, University of Arizona, Tucson, Arizona, United States of America
| | - Christiane Wiese
- Turner Endangered Species Fund, Ladder Ranch, Caballo, New Mexico, United States of America
| | - L. Scott Hillard
- Turner Endangered Species Fund, Ladder Ranch, Caballo, New Mexico, United States of America
- Department of Ecology and Evolutionary Biology, University of California Los Angeles, Los Angeles, California, United States of America
| | - Robert W. Murphy
- Centre for Biodiversity and Conservation Biology, Royal Ontario Museum, Toronto, Canada
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11
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Averill-Murray RC, Hagerty BE. Translocation Relative to Spatial Genetic Structure of the Mojave Desert Tortoise,Gopherus agassizii. CHELONIAN CONSERVATION AND BIOLOGY 2014. [DOI: 10.2744/ccb-1050.1] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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