Abstract
Establishing conservation priorities requires an understanding of the diversity within and among taxa. Land snails in the subgenus Monadenia consist of six species, three of which are recognized in Oregon, M. fidelis, M. chaceana and a recently discovered M. infumata found north of its presumed range limits in Northern California. Further, M. fidelis is composed of at least six named subspecies, one of which is a candidate for federal listing, and extensive sampling and expert assessments of shell morphology have uncovered even more distinct forms. Still, it is unknown if these morphological variants are truly distinctive units of diversity or rather reflect environmentally driven plasticity. Here we investigate whether there are multiple, structured units of diversity in Washington, Oregon, and California Monadenia. We used COI, a mitochondrial barcode gene, a ddRAD-based genome-wide SNP dataset, along with expert-assessment of morphology, to better delimit diversity of Monadenia in Oregon and in parts of Washington and California to inform conservation strategies for this group. Morphological analyses confirm the existence of distinctive morphotypes, but genomic data show widespread admixture, even at the species level. Still, we do find limited geographic structuring between samples collected in the northern versus southern portions of the study area and possibly weak structuring between populations in the Coast Ranges compared to the Cascade Mountains. Genetic differentiation was similar among the morphotypes in the north–south grouping, but pairwise estimates of differentiation were much greater among some morphotypes and species. Our finding of admixture and gene flow across Monadenia, even at the species level, complicates assessment of individuated units of diversity critical for establishing conservation prioritization. Further work is still necessary, such as including more Monadenia taxa, in order to evaluate species limits and investigate mechanisms underlying the morphological diversity in this group.
Similar content being viewed by others
Data availability
COI data is deposited on NCBI GenBank (MZ558785-MZ559288). The ddRAD data can be found on NCBI SRA (PRJNA719865, accession numbers SAMN18674863-SAMN18674973). Accession numbers can be found in Supplementary File 1. Monadenia vouchers were deposited at the Oregon State Arthropod Collection (Accession # OSAC_AC_2021_06_30_001-01; 655 specimens: OSAC_0001258622 — OSAC_0001259277).
Code availability
Code is available through various R package documentation and is available upon request.
Change history
30 November 2021
On page 8, left column: the word “MMultilocus” replaced with “Multilocus”
References
Balashov IA, Neiber MT, Hausdorf B (2020) Phylogeny, species delimitation and population structure of the steppe-inhabiting land snail genus Helicopsis in Eastern Europe. Zool J Linn Soc. https://doi.org/10.1093/zoolinnean/zlaa156
Berry SS (1940) Nine new snails of the genus Monadenia. J Entomol Zool 32:1–17
Carstens BC, Brunsfeld SJ, Demboski JR, Good JM, Sullivan J (2007) Investigating the evolutionary history of the Pacific Northwest mesic forest ecosystem: Hypothesis testing within a comparative phylogeographic framework. Evol 59:1639–1652
Chafin TK, Martin BT, Mussmann SM, Douglas MR, Douglas ME (2018) FRAGMATIC: in silico locus prediction and its utility in optimizing ddRADseq project. Conserv Genet Resour 10:325–328
Chifman J, Kubatko L (2014) Quartet inference from SNP data under the coalescent. Bioinformatics 30:3317–3324
Chifman J, Kubatko L (2015) Identifiability of the unrooted species tree topology under the coalescent model with time-reversible substitution processes. J Theor Biol 374:35–47
Chueca LJ, Schell T, Pfenninger M (2021) Whole-genome re-sequencing data to infer historical demography and speciation processes in land snails: the study of two Candidula sister species. Philos Trans R Soc B 376:1825
Cognato AI, Sari G, Smith SM et al (2020) The essential role of taxonomic expertise in the creation of DNA databases for the identification and delimitation of Southeast Asian ambrosia beetle species (Curculionidae: Scolytinae: Xyleborini). Front Ecol Evol 8:27
Daïnou K, Blanc-Jolivet C, Degen B, Kimani P, Ndiade-Bourobou D, Donkpegan ASL, Tosso F, Kaymak E, Bourland N, Doucet J-L, Hardy OJ (2016) Revealing hidden species diversity in closely related species using nuclear SNPs, SSRs and DNA sequences—a case study in the tree genus Milicia. BMC Evol Biol 16:259
Daly EE, Walker KJ, Morgan-Richards M, Trewick SA (2019) Spatial genetics of a high elevation lineage of Rhytididae land snails in New Zealand: the Powelliphanta Kawatiri complex. Molluscan Res 39:280–289
Danecek P, Auton A, Abecasis G, Albers CA, Banks E, DePristo MA, Handsaker RE, Lunter G, Marth GT, Sherry ST, McVean G, Durbin R, 1000 Genomes Project Analysis Group (2011) The variant call format and VCFtools. Bioinformatics 27:2156-2158
Earl DA, vonHoldt BM (2011) Structure harvester: a website and program for visualizing STRUCTURE output and implementing the Evanno method. Conserv Genet Resour 4:359–361
Evanno G, Regnaut S, Goudet J (2005) Detecting the number of clusters of individuals using the software structure: a simulation study. Mol Ecol 14:2611–2620
Frichot E, François O (2015) LEA: an R package for landscape and ecological association studies. Methods Ecol Evol 6:925–929
Frichot E, Mathieu F, Trouillon T, Bouchard G, François O (2014) Fast and efficient estimation of individual ancestry coefficients. Genetics 196:973–983
Goodfriend GA (1986) Variation in land-snail shell form and size and its causes: a review. Syst Zool 35:204–223
Goudet J, Jombart T (2015) hierfstat: Estimation and tests of hierarchical F‐statistics. R package version 0.04–22,10
Gould AA (1855) New species of land and fresh-water shells from Western (N). Am Proc Bost Soc Nat Hist 5:127–130
Gouy M, Guindon S, Gascuel O (2010) SeaView version 4: a multiplatform graphical user interface for sequence alignment and phylogenetic tree building. Mol Biol Evol 27:221–224
Gray JE (1834) Land and freshwater shells hitherto undescribed. Proc Zool Soc London 1834:63–68
Hijmans RJ (2017) geosphere: Spherical trigonometry. R package version 1.5–7. https://CRAN.R-project.org/package=geosphere
Hirano T, Saito T, Tsunamoto Y et al (2019) Enigmatic incongruence between mtDNA and nDNA revealed by multi-locus phylogenomic analyses in freshwater snails. Sci Rep 9:6223
Hapke A, Thiele D (2016) GIbPSs: a toolkit for fast and accurate analyses of genotyping-by-sequencing data without a reference genome. Mol Ecol Resour 16:979–990
Hohenlohe PA, Day MD, Amish SJ, Miller MR, Kamps-Hughes N, Boyer MC, Muhlfeld CC, Allendorf FW, Johnson EA, Luikart G (2013) Genomic patterns of introgression in rainbow and westslope cutthroat trout illuminated by overlapping paired-end RAD sequencing. Mol Ecol 222:3002–3013
Jakobsson M, Rosenberg NA (2007) CLUMPP: a cluster matching and permutation program for dealing with label switching and multimodality in analysis of population structure. Bioinformatics 23:1801–1806
Jombart T (2008) adegenet: a R package for the multivariate analysis of genetic markers. Bioinformatics 24:1403–1405. https://doi.org/10.1093/bioinformatics/btn129
Jombart T, Ahmed I (2011) adegenet 1.3-1: New tools for the analysis of genome-wide SNP data. Bioinformatics 7:3070–3071. https://doi.org/10.1093/bioinformatics/btr521
Knaus BJ, Grünwald NJ (2016) VcfR: an R package to manipulate and visualize VCF format data. BioRxiv. https://doi.org/10.1101/041277
Knaus BJ, Grünwald NJ (2017) vcfr: A package to manipulate and visualize variant call format data in R. Mol Ecol Resour 17:44–53
Korunes KL, Samuk K (2021) pixy: Unbiased estimation of nucleotide diversity and divergence in the presence of missing data. Mol Ecol Resour. https://doi.org/10.1111/1755-0998.13326
Kulsantiwong J, Prasopdee S, Ruangsittichai J, Ruangjirachuporn W, Boonmars T, Viyanant V, Pierossi P, Hebert PDN, Tesana S (2013) DNA barcode identification of freshwater snails in the family Bithyniidae from Thailand. PLoS ONE 8:e79144
Linscott TM, Weaver K, Morales V, Parent CE (2020) Assessing species number and genetic diversity of the mountainsnails (Oreohelicidae). Conserv Genet 21:971–985
Mantel N (1967) The detection of disease clustering and a generalized regression approach. Cancer Res 27:209–220
McKinney GJ, Waples RK, Seeb LW, Seeb JE (2017) Paralogs are revealed by proportion of heterozygotes and deviations in read ratios in genotyping-by-sequencing data from natural populations. Mol Ecol Resour 17:656–669
McKinney GJ, Waples RK, Pascal CE, Seeb LW, Seeb JE (2018) Resolving allele dosage in duplicated loci using genotyping-by-sequencing data: a path forward for population genetic analysis. Mol Ecol Resour 18:570–579
Nei M (1972) Genetic distance between populations. Am Nat 106:283–292. https://doi.org/10.1086/282771
Ohmann JL, Spies TA (1998) Regional gradient analysis and spatial pattern of woody plant communities of Oregon forests. Ecol Monogr 68:151–182
Ortiz EM (2019) vcf2phylip v2.0: convert a VCF matrix into several matrix formats for phylogenetic analysis. https://doi.org/10.5281/zenodo.2540861
Paradis E (2010) pegas: An R package for population genetics with an integrated–modular approach. Bioinformatics 26:419–420. https://doi.org/10.1093/bioinformatics/btp696
Perez KE, Cordeiro JR (2008) A guide for terrestrial Gastropod identification. In: Proceedings of the terrestrial gastropod identification workshop. Southern Illinois University, Carbondale, IL
Peterson BK, Weber JN, Kay EH, Fisher HS, Hoekstra HE (2012) Double digest RADseq: An inexpensive method for de novo SNP discovery and genotyping in model and non-model species. PLoS ONE 7:e37135
Pfenninger M, Cordellier M, Streit B (2006) Comparing the efficacy of morphologic and DNA-based taxonomy in the freshwater gastropod genus Radix (Basommatophora, Pulmonata). BMC Evol Biol 6:100
Pilsbry HA (1895) Index to helices. Manual Conchol Ser 2(9):1–126
Pilsbry HA (1939) Land Mollusca of North America (north of Mexico). Proc Acad Nat Sci Philadelphia 3:267
Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959
Proćków M, Kuźnik-Kowalska E, Mackiewicz P (2017) Phenotypic plasticity can explain evolution of sympatric polymorphism in the hairy snail Trochulus hispidus (Linnaeus, 1758). Curr Zool 63:389–402
Puechmaille SJ (2016) The program STRUCTURE does not reliably recover the correct population structure when sampling is uneven: Subsampling and new estimators alleviate the problem. Mol Ecol Resour 16:608–627
Puritz JB, Hollenbeck CM, Gold JR (2014a) dDocent: a RADseq, variant-calling pipeline designed for population genomics of non-model organisms. PeerJ 2:e431
Puritz JB, Matz MV, Toonen RJ, Weber JN, Bolnick DI, Bird CE (2014b) Comment: Demystifying the RAD fad. Mol Ecol 23:5937–5942. https://doi.org/10.1111/mec.12965
R Development Core Team (2019) R: a language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing.
Rambaut A (2010) FigTree v1.3.1. Institute of Evolutionary Biology. University of Edinburgh, Edinburgh.
Rankin AM, Wilke T, Lucid M, Leonard W, Espíndola A, Smith ML, Carstens BC, Sullivan J (2019) Complex interplay of ancient vicariance and recent patterns of geographical speciation in north-western North American temperate rainforests explains the phylogeny of jumping slugs (Hemphillia Spp.). Biol J Linn Soc Lond 127:876–889
Razkin O, Sonet G, Breugelmans K, Madeira MJ, Gómez-Moliner BJ, Backeljau T (2016) Species limits, interspecific hybridization and phylogeny in the cryptic land snail complex Pyramidula: the power of RADseq data. Mol Phylogenet Evol 101:267–278
Raposo MA, Kirwan GM, Lourenço ACC, Sobral G, Bockmann FA, Stopiglia R (2020) On the notions of taxonomic “impediment”, “gap”, “inflation” and “anarchy”, and their effects on the field of conservation. Syst Biodivers. https://doi.org/10.1080/14772000.2020.1829157
Roth B (2014) Identification and distribution of the land snail Monadenia chaceana and similar species. Unpublished report to the United States Department of Agriculture, Forest Service. 51
Roth B, Sadeghian PS (2006) Checklist of the land snails and slugs of California, 2nd edn. Santa Barbara Museum of Natural History Contribution in Science
Stamatakis A (2006) RAxML-VI-HPC: maximum likelihood-based phylogenetic analyses with thousands of taxa and mixed models. Bioinformatics 22:2688–2690. https://doi.org/10.1093/bioinformatics/btl446
Stankowski S, Westram AM, Zagrodzka ZB, Eyres I, Broquet T, Johannesson K, Butlin RK (2020) The evolution of strong reproductive isolation between sympatric intertidal snails. Philos Trans R Soc B 375:20190545
Steele CA, Carstens BC, Storfer A, Sullivan J (2005) Testing hypotheses of speciation timing in Dicamptodon copei and Dicamptodon aterrimus (Caudata: Dicamptodontidae). Mol Phylogenet Evol 36:90–100
Swofford DL (2003) PAUP*. Phylogenetic analysis using parsimony (* and other methods). Version 4. Sinauer Associates, Sunderland.
Walton ML (1970) Longevity in Ashmunella, Monadenia, and Sonorella. Nautilus 83:109–112
Wellner CA (1989) Classification of habitat types in the western United States. In Proceedings—land classifications based on vegetation: applications for resource management. (Compilers: Ferguson DE, Morgan P, Johnson FD.) U.S. Forest Service General Technical Report INT-257
Wright S (1943) Isolation by distance. Genetics 28:114–138
Acknowledgements
We thank Ryan Terrill and Bryan McLean for figure and ddRAD advice; and John Slapcinsky and the Florida Museum for the M. f. infumata tissue sample. Chris Marshall from the Oregon State Arthropod Collection (OSAC) has kindly offered to house the full collection. Field sampling was conducted by a host of people including Bonnie Allison, Molly Brewer, Emily Burke, Dave Clayton, Matt D’Agrosa, Nancy Duncan, Candace Fallon, Dave Gonnella, Carol Hughes, Sarah Malaby, Steve Sheehy, Bryce Smith, Jesse Soy, Nick Stenkamp, Brenda Tippin, Michelle Trombino, and Joe Whiteman. Special thanks to Kevin and Kelly Velarde for allowing access to their property to collect specimens from the M. chaceana type locality.
Funding
This study was funded by BLM L16AC00095, USFS AG-046W-P-17-0084, and USFS 12046W18P0054.
Author information
Authors and Affiliations
Contributions
BR, DRP, KVN, RPG conceived and designed the study. JAO and CM performed laboratory work. JAO, TMF, JMA performed and/or guided the genomic data analyses. BR identified all Monadenia samples. DRP, KVN led field work initiatives. All authors contributed towards data interpretation and writing of the manuscript. All authors gave final approval for publication and agree to be held accountable for the work performed herein.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflicts of interest.
Ethics approval
Washington Department of Fish and Wildlife, Washington State Scientific Collection Permit numbers: VAN NORMAN 16–352 and VAN NORMAN 18–127. Permits are not required in Oregon. California collections were made on private land with permission of landowner, Kevin and Kelly Velarde, Yreka, CA.
Consent to participate
Not applicable.
Consent for publication
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Oswald, J.A., Roth, B., Faske, T.M. et al. Population genomics of Monadenia (Gastropoda: Stylommatophora: Xanthonychidae) land snails reveals structuring but gene-flow across distinct species and morphotypes. Conserv Genet 23, 299–311 (2022). https://doi.org/10.1007/s10592-021-01410-w
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s10592-021-01410-w