Novel insights into symbiont population structure: Globe‐trotting avian feather mites contradict the specialist–generalist variation hypothesis

Researchers often examine symbiont host specificity as a species‐level pattern, but it can also be key to understanding processes occurring at the population level, which are not as well understood. The specialist–generalist variation hypothesis (SGVH) attempts to explain how host specificity influences population‐level processes, stating that single‐host symbionts (specialists) exhibit stronger population genetic structure than multi‐host symbionts (generalists) because of fewer opportunities for dispersal and more restricted gene flow between populations. However, this hypothesis has not been tested in systems with highly mobile hosts, in which population connectivity may vary temporally and spatially. To address this gap, we tested the SGVH on proctophyllodid feather mites found on migratory warblers (family Parulidae) with contrasting host specificities, Amerodectes protonotaria (a host specialist of Protonotaria citrea) and A. ischyros (a host generalist of 17 parulid species). We used a pooled‐sequencing approach and a novel workflow to analyse genetic variants obtained from whole genome data. Both mite species exhibited fairly weak population structure overall, and contrary to predictions of the SGVH, the generalist was more strongly structured than the specialist. These results may suggest that specialists disperse more freely among conspecifics, whereas generalists sort according to geography. Furthermore, our results may reflect an unexpected period for mite transmission – during the nonbreeding season of migratory hosts – as mite population structure more closely reflects the distributions of hosts during the nonbreeding season. Our findings alter our current understanding of feather mite biology and highlight the potential for studies to explore factors driving symbiont diversification at multiple evolutionary scales.

[1]  A. Wijeratne,et al.  Dispersal-limited Symbionts Exhibit Unexpectedly Wide Variation in Host Specificity. , 2023, Systematic biology.

[2]  A. Wijeratne,et al.  Draft genome sequencing data of a feather mite, Amerodectes protonotaria Hernandes 2018 (Acariformes: Proctophyllodidae) , 2022, Data in brief.

[3]  J. Cox,et al.  Cerulean Warblers exhibit parallel migration patterns and multiple migratory stopovers within the Central American Isthmus , 2022, Ornithological Applications.

[4]  T. Boves,et al.  Differential survival and dispersal of avian feather mites with contrasting host specificities , 2022, Ecological Entomology.

[5]  L. Eguiarte,et al.  Traveler Mites: Population Genetic Structure of the Wing Mites Periglischrus paracaligus (Acari: Mesostigmata: Spinturnicidae) , 2022, Journal of Medical Entomology.

[6]  K. Dittmar,et al.  Phylogenetic and Ecological Trends in Specialization: Disentangling the Drivers of Ectoparasite Host Specificity , 2022, bioRxiv.

[7]  J. Behnke,et al.  A long‐term study of temporal variation in wing feather mite (Acari: Astigmata) infestations on robins, Erithacus rubecula , in Nottinghamshire, UK , 2022, Journal of Zoology.

[8]  P. Klimov,et al.  Genetic variation is predominantly structured by geography rather than host in feather mites (Acariformes: Sarcoptiformes) associated with tanagers (Aves: Thraupidae) in Brazil , 2021, Entomological Communications.

[9]  D. Piñero,et al.  Co-structure analysis and genetic associations reveal insights into pinworms (Trypanoxyuris) and primates (Alouatta palliata) microevolutionary dynamics , 2021, BMC ecology and evolution.

[10]  R. Jovani,et al.  Feather mites at night: an exploration of their feeding, reproduction, and spatial ecology. , 2021, Ecology.

[11]  T. Galloway,et al.  Feather mites of the subfamily Pterodectinae (Acariformes: Proctophyllodidae) from passerines and kingfishers in Canada. , 2021, Zootaxa.

[12]  Mojgan Amirebrahimi,et al.  Cryptic genetic structure and copy‐number variation in the ubiquitous forest symbiotic fungus Cenococcum geophilum , 2021, bioRxiv.

[13]  A. Estoup,et al.  f-statistics estimation and admixture graph construction with Pool-Seq or allele count data using the R package poolfstat , 2021, bioRxiv.

[14]  T. Boves,et al.  Cerulean Warblers in the Ozark region: habitat selection, breeding biology, survival, and space use , 2021 .

[15]  Thomas M. Keane,et al.  Twelve years of SAMtools and BCFtools , 2020, GigaScience.

[16]  P. Klimov,et al.  Feather mites of the new genus Bernierinyssus gen. n. (Acariformes: Pteronyssidae) from endemic Malagasy warblers (Passeriformes: Bernieridae)—a lineage showing symbiotic cospeciation with their avian hosts , 2020, Systematic and Applied Acarology.

[17]  C. Matthee The Influence of Host Dispersal on the Gene Flow and Genetic Diversity of Generalist and Specialist Ectoparasites‡ , 2020, African Zoology.

[18]  A. Poole,et al.  Prothonotary Warbler (Protonotaria citrea) , 2020, Birds of the World.

[19]  P. Marra,et al.  Using stable isotopes to estimate migratory connectivity for a patchily distributed, wetland-associated Neotropical migrant , 2019, The Condor.

[20]  Kohske Takahashi,et al.  Welcome to the Tidyverse , 2019, J. Open Source Softw..

[21]  R. Irizarry ggplot2 , 2019, Introduction to Data Science.

[22]  R. Jovani,et al.  Persistence of single species of symbionts across multiple closely-related host species , 2019, Scientific Reports.

[23]  K. Hindar,et al.  Host specificity drives genetic structure in a freshwater mussel , 2019, Scientific Reports.

[24]  E. Heitlinger,et al.  Generalist Eimeria species in rodents: Multilocus analyses indicate inadequate resolution of established markers , 2019, bioRxiv.

[25]  L. Bulluck,et al.  Concentration of a widespread breeding population in a few critically important nonbreeding areas: Migratory connectivity in the Prothonotary Warbler , 2019, The Condor.

[26]  L. Bulluck,et al.  Population assignment reveals low migratory connectivity in a weakly structured songbird , 2019, Molecular ecology.

[27]  A. Sweet,et al.  The role of parasite dispersal in shaping a host–parasite system at multiple evolutionary scales , 2018, Molecular ecology.

[28]  Richard M. Clark,et al.  Long-Term Population Studies Uncover the Genome Structure and Genetic Basis of Xenobiotic and Host Plant Adaptation in the Herbivore Tetranychus urticae , 2018, Genetics.

[29]  V. Hypša,et al.  Host specificity driving genetic structure and diversity in ectoparasite populations: Coevolutionary patterns in Apodemus mice and their lice , 2018, Ecology and evolution.

[30]  S. Bensch,et al.  Generalist haemosporidian parasites are better adapted to a subset of host species in a multiple host community , 2018, Molecular ecology.

[31]  C. Matthee,et al.  Comparative phylogeography of parasitic Laelaps mites contribute new insights into the specialist-generalist variation hypothesis (SGVH) , 2018, BMC Evolutionary Biology.

[32]  T. Boves,et al.  Prothonotary Warbler demography and nest site selection in natural and artificial cavities in bottomland forests of Arkansas, USA , 2018 .

[33]  K. McCoy,et al.  “More Than Meets the Eye”: Cryptic Diversity and Contrasting Patterns of Host-Specificity in Feather Mites Inhabiting Seabirds , 2018, Front. Ecol. Evol..

[34]  D. Clayton,et al.  Phoretic dispersal influences parasite population genetic structure , 2018, Molecular ecology.

[35]  T. Boves,et al.  Four new feather mite species of the genus Amerodectes Valim & Hernandes (Acariformes: Proctophyllodidae) from New World warblers (Passeriformes: Parulidae) in the USA , 2018, Systematic and Applied Acarology.

[36]  Raphael LaFrance,et al.  aTRAM 2.0: An Improved, Flexible Locus Assembler for NGS Data , 2018, Evolutionary bioinformatics online.

[37]  R. Jovani,et al.  Feather mites play a role in cleaning host feathers: New insights from DNA metabarcoding and microscopy , 2018, Molecular ecology.

[38]  M. Gautier,et al.  Measuring Genetic Differentiation from Pool-seq Data , 2018, Genetics.

[39]  P. Klimov,et al.  Cophylogenetic assessment of New World warblers (Parulidae) and their symbiotic feather mites (Proctophyllodidae) , 2018 .

[40]  R. Jovani,et al.  Host specificity, infrequent major host switching and the diversification of highly host-specific symbionts: The case of vane-dwelling feather mites , 2018 .

[41]  I. de la Hera,et al.  High diversity and low genetic structure of feather mites associated with a phenotypically variable bird host , 2018, Parasitology.

[42]  Jeffery L. Larkin,et al.  Feather mite abundance varies but symbiotic nature of mite‐host relationship does not differ between two ecologically dissimilar warblers , 2017, Ecology and evolution.

[43]  R. Jovani,et al.  Cophylogenetic analyses reveal extensive host-shift speciation in a highly specialized and host-specific symbiont system. , 2017, Molecular phylogenetics and evolution.

[44]  R. Jovani,et al.  Vertical transmission in feather mites: insights into its adaptive value , 2017 .

[45]  Thomas K. F. Wong,et al.  ModelFinder: Fast Model Selection for Accurate Phylogenetic Estimates , 2017, Nature Methods.

[46]  Hadley Wickham,et al.  ggplot2 - Elegant Graphics for Data Analysis (2nd Edition) , 2017 .

[47]  B. Titus,et al.  Specialist and generalist symbionts show counterintuitive levels of genetic diversity and discordant demographic histories along the Florida Reef Tract , 2017, Coral Reefs.

[48]  R. Jovani,et al.  Global associations between birds and vane-dwelling feather mites. , 2016, Ecology.

[49]  D. Clayton,et al.  Coevolution of Life on Hosts: Integrating Ecology and History , 2015 .

[50]  G. Kerth,et al.  Host and parasite life history interplay to yield divergent population genetic structures in two ectoparasites living on the same bat species , 2015, Molecular ecology.

[51]  A. von Haeseler,et al.  IQ-TREE: A Fast and Effective Stochastic Algorithm for Estimating Maximum-Likelihood Phylogenies , 2014, Molecular biology and evolution.

[52]  S. Coulson,et al.  Differences in speciation progress in feather mites (Analgoidea) inhabiting the same host: the case of Zachvatkinia and Alloptes living on arctic and long-tailed skuas , 2014, Experimental and Applied Acarology.

[53]  Carson C Chow,et al.  Second-generation PLINK: rising to the challenge of larger and richer datasets , 2014, GigaScience.

[54]  C. Schlötterer,et al.  Sequencing pools of individuals — mining genome-wide polymorphism data without big funding , 2014, Nature Reviews Genetics.

[55]  R. Jovani,et al.  Climate-Driven Variation in the Intensity of a Host-Symbiont Animal Interaction along a Broad Elevation Gradient , 2014, PloS one.

[56]  A. Cutter,et al.  Specialist versus generalist life histories and nucleotide diversity in Caenorhabditis nematodes , 2014, Proceedings of the Royal Society B: Biological Sciences.

[57]  G. Kerth,et al.  The effect of host social system on parasite population genetic structure: comparative population genetics of two ectoparasitic mites and their bat hosts , 2014, BMC Evolutionary Biology.

[58]  M. Pérez-Enciso,et al.  Population genomics from pool sequencing , 2013, Molecular ecology.

[59]  C. Matthee,et al.  Biogeography and host‐related factors trump parasite life history: limited congruence among the genetic structures of specific ectoparasitic lice and their rodent hosts , 2013, Molecular ecology.

[60]  D. Buehler,et al.  Cerulean Warbler (Setophaga cerulea) , 2013, Birds of the World.

[61]  T. Giraud,et al.  Cospeciation vs host-shift speciation: methods for testing, evidence from natural associations and relation to coevolution. , 2013, The New phytologist.

[62]  R. J. Robertson,et al.  Minimal Genetic Structure in the Cerulean Warbler Despite Evidence for Ecological Differentiation Among Populations , 2013 .

[63]  W. Schelsky,et al.  Juvenile Survival in a Neotropical Migratory Songbird Is Lower than Expected , 2013, PloS one.

[64]  Sergey I. Nikolenko,et al.  SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing , 2012, J. Comput. Biol..

[65]  Thibaut Jombart,et al.  adegenet 1.3-1: new tools for the analysis of genome-wide SNP data , 2011, Bioinform..

[66]  Marcel Martin Cutadapt removes adapter sequences from high-throughput sequencing reads , 2011 .

[67]  M. DePristo,et al.  The Genome Analysis Toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. , 2010, Genome research.

[68]  David H. Alexander,et al.  Fast model-based estimation of ancestry in unrelated individuals. , 2009, Genome research.

[69]  F. Perfectti,et al.  Local adaptation and maladaptation to pollinators in a generalist geographic mosaic. , 2009, Ecology letters.

[70]  J. Bosch,et al.  A geographic selection mosaic in a generalized plant–pollinator–herbivore system , 2009 .

[71]  J. Burdon,et al.  Life history determines genetic structure and evolutionary potential of host-parasite interactions. , 2008, Trends in ecology & evolution.

[72]  R. Page,et al.  Lack of host‐dependent genetic structure in ectoparasites of Calonectris shearwaters , 2007, Molecular ecology.

[73]  Anne-Béatrice Dufour,et al.  The ade4 Package: Implementing the Duality Diagram for Ecologists , 2007 .

[74]  R. Tinsley Evolutionary Ecology of Parasites, 2nd Edn. By Robert Poulin, pp. 332. Princeton University Press, Princeton, New Jersey USA, 2007. ISBN 13-978-0-691-12085-0. £26.95 (US$39.50). , 2007, Parasitology.

[75]  Paul D N Hebert,et al.  DNA barcodes reveal cryptic host-specificity within the presumed polyphagous members of a genus of parasitoid flies (Diptera: Tachinidae). , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[76]  D. Huson,et al.  Application of phylogenetic networks in evolutionary studies. , 2006, Molecular biology and evolution.

[77]  R. Poulin,et al.  Speciation in parasites: a population genetics approach. , 2005, Trends in parasitology.

[78]  J. Thompson The Geographic Mosaic of Coevolution , 2005 .

[79]  R. J. Robertson,et al.  Population genetic structure and dispersal across a fragmented landscape in cerulean warblers (Dendroica cerulea) , 2005, Conservation Genetics.

[80]  H. Proctor Feather mites (Acari: Astigmata): ecology, behavior, and evolution. , 2003, Annual review of entomology.

[81]  Jeffrey P Hoover Decision rules for site fidelity in a migratory bird , 2003 .

[82]  K. Katoh,et al.  MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform. , 2002, Nucleic acids research.

[83]  M. Forbes,et al.  Host range and local parasite adaptation , 2002, Proceedings of the Royal Society of London. Series B: Biological Sciences.

[84]  Susan M. Haig,et al.  Links between worlds: unraveling migratory connectivity , 2002 .

[85]  R. Jovani,et al.  Are Hippoboscid Flies a Major Mode of Transmission of Feather Mites? , 2001, The Journal of parasitology.

[86]  Owens,et al.  Mites and birds: diversity, parasitism and coevolution. , 2000, Trends in ecology & evolution.

[87]  S. V. Mironov,et al.  Origin and Evolution of Feather Mites (Astigmata) , 1999, Experimental & Applied Acarology.

[88]  F. Rousset Genetic differentiation and estimation of gene flow from F-statistics under isolation by distance. , 1997, Genetics.

[89]  Matthias Leu,et al.  High Parasite Load in House Finches (Carpodacus mexicanus) is Correlated with Reduced Expression of a Sexually Selected Trait , 1997, The American Naturalist.

[90]  S. Nadler Microevolution and the genetic structure of parasite populations. , 1995, The Journal of parasitology.

[91]  K. Gaede,et al.  Water vapour uptake from the atmosphere and critical equilibrium humidity of a feather mite , 1987, Experimental & Applied Acarology.

[92]  T. Boves,et al.  Female Prothonotary Warblers Protonotaria citrea sing during the mate acquisition period , 2017 .

[93]  I. Literák,et al.  Host generalists and specialists emerging side by side: an analysis of evolutionary patterns in the cosmopolitan chewing louse genus Menacanthus. , 2015, International journal for parasitology.

[94]  A. Rodewald,et al.  Advancing our understanding of the non-breeding distribution of Cerulean Warbler ( Setophaga cerulea ) in the Andes , 2012 .

[95]  D. Gustafsson,et al.  Flyway homogenisation or differentiation? Insights from the phylogeny of the sandpiper (Charadriiformes: Scolopacidae: Calidrinae) wing louse genus Lunaceps (Phthiraptera: Ischnocera). , 2012, International journal for parasitology.

[96]  Sequence analysis Advance Access publication June 7, 2011 The variant call format and VCFtools , 2010 .

[97]  Jason M. Jones,et al.  GUIDELINES TO THE USE OF WILD BIRDS IN RESEARCH , 2010 .

[98]  R. Poulin,et al.  Parasitism, commensalism, and mutualism: exploring the many shades of symbioses , 2008 .

[99]  E. Morton,et al.  Roosting behavior of prothonotary warblers in the non-breeding season , 1995 .

[100]  Heng Li,et al.  BIOINFORMATICS ORIGINAL PAPER , 2022 .