phylogeographic structure of the dunes sagebrush …...2020/06/23 · nucleic acids research 33:...
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1
Phylogeographicstructureofthedunessagebrushlizard,anendemichabitat1
specialist2
3
Authors4
LaurenM.Chan,DepartmentofBiology,PacificUniversity,ForestGrove,Oregon,USA*5
CharlesW.Painter,EndangeredSpeciesProgram,NewMexicoDepartmentofGameand6
Fish,SantaFe,NewMexico,USA† 7
MichaelT.Hill,Albuquerque,NewMexico,USA.8
TobyJ.HibbittsBiodiversityResearchandTeachingCollections,DepartmentofWildlife9
andFisheriesSciences,andNaturalResourcesInstitute,TexasA&MUniversity,College10
Station,Texas,USA11
DanielJ.Leavitt,NaturalResourcesProgram,NavalFacilitiesEngineeringCommandSouth12
West,SanDiego,California,USA13
WadeA.Ryberg,NaturalResourcesInstitute,TexasA&MUniversity,CollegeStation,Texas,14
USA15
DanielleWalkup,NaturalResourcesInstitute,TexasA&MUniversity,CollegeStation,Texas,16
USA17
LeeA.Fitzgerald,BiodiversityResearchandTeachingCollections,DepartmentofEcology18
andConservationBiology,andEEBPhDProgram,TexasA&MUniversity,College19
Station,Texas,USA20
21
*Correspondingauthor:[email protected];+1503-352-146922
†deceased23
2
24
Keywords:Sceloporusarenicolus,fragmentation,conservationgenetics,population25
genetics,shinneryoaksanddunes,MescaleroSands,MonahansSandhills.26
27
ShortTitle:PhylogeographyofSceloporusarenicolus 28
3
Abstract29
Phylogeographicdivergenceandpopulationgeneticdiversitywithinspeciesreflect30
theimpactsofhabitatconnectivity,demographics,andlandscapelevelprocessesinboth31
therecentanddistantpast.Characterizingpatternsofdifferentiationacrossthegeographic32
rangeofaspeciesprovidesinsightontherolesoforganismalandenvironmentaltraits,on33
evolutionarydivergence,andfuturepopulationpersistence.Thisisparticularlytrueof34
habitatspecialistswherehabitatavailabilityandresourcedependencemayresultin35
pronouncedgeneticstructureaswellasincreasedpopulationvulnerability.WeuseDNA36
sequencedataaswellasmicrosatellitegenotypestoestimaterange-widephylogeographic37
divergence,historicalpopulationconnectivity,andhistoricaldemographicsinanendemic38
habitatspecialist,thedunessagebrushlizard(Sceloporusarenicolus).Thisspeciesisfound39
exclusivelyinduneblowoutsandpatchesofopensandwithintheshinneryoak-sanddune40
ecosystemofsoutheasternNewMexicoandadjacentTexas.Wefindevidenceof41
phylogeographicstructureconsistentwithbreaksandconstrictionsinsuitablehabitatat42
therange-widescale.Inaddition,wefindsupportforadynamicandvariableevolutionary43
historyacrosstherangeofS.arenicolus.PopulationsintheMonahansSandhillshave44
deeplydivergentlineagesconsistentwithlong-termdemographicstability.Incontrast,45
populationsintheMescaleroSandsarenothighlydifferentiated,thoughwedofind46
evidenceofdemographicexpansioninsomeregionsandrelativedemographicstabilityin47
others.Phylogeographichistoryandpopulationgeneticdifferentiationinthisspecieshas48
beenshapedbytheconfigurationofhabitatpatcheswithinageologicallycomplexand49
historicallydynamiclandscape.Ourfindingsidentifyregionsasgeneticallydistinctive50
4
conservationunitsaswellasunderscorethegeneticanddemographichistoryofdifferent51
lineagesofS.arenicolus.52
53
Introduction54
Patternsofpopulationgeneticdiversitywithinspeciesareshapedbyboth55
evolutionaryandcontemporaryhistory(Rissler,2016).Thoughanthropogenicchangesto56
landscapesalterpatternsofconnectivitythatcanresultinthedivergenceorcoalescenceof57
populations,theseprocessestakeplaceonabackgroundofevolutionaryhistory58
determinedbychance,species’lifehistory,andalsogeologicandclimaticchanges.59
Characterizingthisevolutionaryhistory,andidentifyingtherolethatorganismaltraits,60
evolutionaryprocesses,andecologicalconditionshaveonpatternsofphylogeographic61
divergenceaddstoourunderstandingofevolution,andisalsofundamentaltoconserving62
evolutionarypotentialinthefaceofanthropogenicdisturbanceandclimatechange63
(Olivierietal.,2015).64
Thephylogeographichistoryofspeciescanreflecttherolesthathabitat65
connectivity,geneflow,andpopulationstabilityhaveplayedinaspecies’evolutionary66
persistence.Somespeciesmaybecharacterizedbydeeplydivergentlineages,suggestinga67
historyoflimiteddispersalandlowconnectivityamongsites(e.g.,Richmondetal.,2013,68
2014;Chanetal.,2013),especiallyinecosystemswithsteepenvironmentalgradientsand69
discontinuoushabitat(Vandergastetal.,2008).Plantandanimaltaxainnaturally70
fragmentedlandscapes,forexample,canexhibitstrongpatternsofgeneticpopulation71
structurewithselectionfavoringlimiteddispersal.Phylogeographicanalysesof72
Stenopelmatusspecies(Jerusalemcrickets)insouthwesternNorthAmerica,forexample,73
5
revealedlimiteddispersalamongpopulations,andidentifiedarecentresponseto74
anthropogenicchange(Vandergastetal.,2007).Ameta-analysisofgeneticdiversityamong75
21speciesofterrestrialanimalsidentifiedhotspotsofgeneticdiversitythatmayalsobe76
regionswithhighlevelsoftraitdivergenceduetonaturalselection(Vandergastetal.,77
2008).Alternatively,populationsmaybeonlyweaklydivergentacrossaspecies’range78
indicatinghighconnectivity(e.g.Lippéetal.,2006;ChanandZamudio,2009)eveninthe79
faceofstronglocaldynamics(e.g.Piersonetal.,2013).Identifyingevolutionaryscenarios80
andprocessesthathaveresultedinparticularphylogeographicpatternscanhelpus81
disentangleprocessesthatunderliepopulationgeneticdivergencefromthosethat82
maintaingeneticdiversity.Understandingthedriversofpopulationgeneticstructure83
acrosstherangeofaspeciescanalsohelpuspredicttheresponsetolossofhabitatandthe84
overallvulnerabilityofspeciestoanthropogeniclandscapechange.85
Ecologicalspecialistscanhavegreaterpopulationgeneticandphylogeographic86
structurethangeneralistsbecauseindividualsandpopulationsmayberestrictedto87
spatiallyisolatedpatchesofsuitablehabitat.(Rodericketal.,2012;Schäretal.,2018;Wort88
etal.,2019).Ecologicalspecialistsmayhavenarrowphysiologicaltolerances,specific89
habitatrequirements,andbelocallyabundantbutrareatregionalscales(Devictoretal.,90
2008).Habitatspecialistsusespecificlandscapefeaturesandvegetationassociations91
withintheirrange,andoftenpossesseco-morphologicalandbehavioraladaptations(Miles,92
1994a,1994b).Traitsthatmakehabitatspecialistswell-suitedforanarrowhabitatniche93
alsotendtomakethemrelativelypoordispersers(Clobertetal.,2012).Lowtolerancefor94
unsuitablelandscapesisexpectedtorestrictmovementsamongisolatedpatchesof95
preferredhabitat.Ecologicalstudiesfocusingonthedemographyanddistributionof96
6
habitatspecialistshavefoundtheyaresensitivetolandscapefragmentation(Leavittand97
Fitzgerald,2013;Walkupetal.,2017).98
Localprocessesareoftenlinkedtopatternsobservedacrosslong-term,99
evolutionarytimescalesandatbroaderspatialscales(seereviewsbyCutter,2013;Rissler,100
2016).Thus,inspecialistswithstricthabitatspecificityandlimiteddispersalamong101
populations,wemightexpectphylogeographicstructuretoreflecthistoricalpatternsof102
divergenceandlowpopulationconnectivityoverall(e.g.,Rodericketal.,2012).103
Alternatively,habitatspecialistsmayhavewell-connectedpopulationsthroughouttheir104
range,indicatingastrongrolefordispersalandmigrationthatcountersthedivergenceof105
potentiallyisolatedlocalpopulationsacrosslongertime-scales(Piersonetal.,2013).106
Characterizingevolutionarypatternsofdivergenceandhistoricaldemographicsinhabitat107
specialistscanhelpuspredicttherolethatshortandlong-termdynamicsplayinshaping108
populationgeneticstructure.Inaddition,describingspatialpatternsofdiversityand109
identifyingindependentevolutionaryunits,historicalbarrierstogeneflow,bottlenecks110
andfounderevents,andregionsofhighconnectivityallowstheeffectsofcontemporary111
pressurestobedisentangledfromhistoricaldriversandalsoprovidesimportant112
informationforthefuturemanagementandconservationofspecies.113
Thedunessagebrushlizard,Sceloporusarenicolus,isendemictotheMescaleroand114
MonahansSandhillsecosystemofsoutheasternNewMexicoandadjacentTexas(Fitzgerald115
andPainter,2009;LaurencioandFitzgerald,2010).ThisspeciesispartoftheSceloporus116
graciosusclade(Chanetal.,2013),butincontrasttoothermembersofthisgroupwhich117
tendtobegeographicallywidespreadgeneralists,S.arenicolusisahabitatspecialist.118
Withinthisecosystem,itonlyusesshinnery-oaksandduneformationswithinterconnected119
7
duneblowouts(sandydepressionscreatedbywind)andinsomecasesshinnery120
hummocksinduneswithsteepslopes(Fitzgeraldetal.,1997;LaurencioandFitzgerald,121
2010;Hibbittsetal.,2013).IntheMescalero-MonahansSandhillsEcosystem,dune122
blowoutsareemergentlandformsthataremaintainedbytheinteractionsamongwind,123
movingsand,andtheshinneryoak(Quercushavardii)whichstabilizesthedunes(Ryberg124
andFitzgerald,2016).IndividualS.arenicoluslizardsdemonstrateanestedhierarchyof125
habitatselection(Fitzgeraldetal.,1997),selectingforthermallysuitablemicrohabitatsand126
havingpreferenceforrelativelylargeduneblowouts.Asand-divingspecies,theydonot127
occurinareaswithrelativelyfinesand(Fitzgeraldetal.1997;RybergandFitzgerald128
2015).Atthehighestlevelofhabitatselection,theyareendemictothenarrowly129
distributedMescalero-MonahansSandhills(FitzgeraldandPainter,2009).130
Specialistscanreachhighpopulationdensitiesintheirpreferredhabitat,andcan131
outcompetegeneralistsinthesameareaeveninsomedegradedhabitats(Brown,1984;132
Attumetal.,2006).ThisistruetooforS.arenicolus,wherepopulationsofthisecological133
specialistthrivewheretheconfigurationofkeylandscapefeaturessupportslargergroups134
ofinteractingindividuals,definedasneighborhoods(sensuWright,1946;Rybergetal.,135
2013).Diffusiondispersalthroughoutinterconnectedareasofsuitablehabitatappearkey136
tomaintainingpopulationsincontiguoushabitatoverthelongterm(Rybergetal.,2013).137
Thequantityofhabitatispositivelycorrelatedwiththequalityofhabitat(Smolenskyand138
Fitzgerald,2011),andtheoccurrenceofS.arenicolusisassociatedwithrelativelylargecore139
areasofshinneryoakdunes.140
Sinceatleastthe1930s,anthropogenicdisturbancesfromherbicidespraying,oil141
andgasmining,andmorerecently,sand-mining,haveresultedinfragmentationand142
8
degradationoftheshinneryoakdunes.Long-termmonitoringandextensivefieldworkalso143
demonstratethatfragmentationoftheshinneryoakdunelandsleadsdirectlytopopulation144
collapsebecausequalityofhabitattendstodegradeinresponsetofragmentation,and145
dispersalisdisrupted(LeavittandFitzgerald,2013;Walkupetal.,2017).146
Toadequatelyinformconservationandmanagementactions,itisnecessaryto147
understandtheevolutionaryhistoryofthisspeciesatbothbroadandfine-scales148
throughouttherange.Previousgeneticworkconfirmedthatatbroadspatialscales,S.149
arenicolusiscomprisedofatleastthreedistinctgeneticgroups(Chanetal.,2009).150
However,itisunclearwherethesegeneticbreaksoccurgeographicallyandwhetherthey151
coincidewithputativenaturalorman-madebarrierstomovement.Thepurposeofthis152
studyistocharacterizetheevolutionaryhistoryofthedunessagebrushlizardusing153
completegeographicandgeneticsampling.Toidentifyevolutionarydistinctgeographic154
lineagesandtoreconstructthepopulationhistoryoftheselineages,weevaluate155
mitochondrialandnuclearsequencedataaswellasmultilocusmicrosatellitegenotypes.156
Samplingforindividualsoccurredevenlythroughouttheentireknownrangeofthis157
endemicandthreatenedlizard.158
159
MaterialsandMethods160
Sampling161
WesurveyedforSceloporusarenicolusthroughouttheirrange(Figure1).Liveror162
muscletissuewascollectedfromvoucheredspecimensdepositedintheBiodiversity163
ResearchandTeachingCollections(symboliccode:TCWC),orMuseumofSouthwestern164
Biology(MSB).Additionally,toeand/ortailtipswerecollectednon-destructivelyfrom165
9
animalscaughtinthefieldthatweresubsequentlyreleased.Alltissuesampleswerestored166
in95%EtOH.WholegenomicDNAwasextractedfromtissuesusingtheDNeasyBloodand167
Tissuekit(Qiagen).168
169
DNAsequencedata170
WetargetedtwomitochondrialandfournuclearlociforDNAsequencing.PCR171
amplificationofthemitochondriallociNADH-dehydrogenase1(ND1)andcytochrome-b172
(cyt-b)andtwoproteincodingnuclearlociprolactinreceptor(PRLR)andR35used173
previouslypublishedprimers(Irwinetal.,1991;LeachéandMcGuire,2006;Leaché,2010).174
Weusedtwoadditionalanonymousnuclearlocidesignedfromagenomiclibraryenriched175
formicrosatelliterepeats:sarANL298(scar298anl.F:5’-ATGGGAAGGCTTAAAATGAATC;176
scar298anl.R:5’-TGTGACTTAGGGAACTGGGTATGT)andsarANL875(scar875anl.F5’-177
CTTACCATTCAACCCTTCCTTG;scar875anl.R5’-CTAGAGCAGACCAGTTCAATGTAAT).All178
PCRwereconductedin10µltotalvolume.Annealingtemperatureforthenewnuclearloci179
was54°C.180
Weused0.4µlExoSAP-IT(USB/Affymetrix)and1.6µlwatertoclean5µlofPCR181
product.OneµlofcleanPCRtemplatewasusedineachcyclo-sequencingreactionusingthe182
samelocus-specificprimersusedinamplification.Sequencingreactionswerecleanedand183
runonanABI3730xlattheDukeSequencingFacilityortheBiotechnologyResources184
CenterofCornellUniversity.ChromatogramswereverifiedandcleanedinGeneiousR9185
(https://www.geneious.com).Heterozygoussitesinnuclearsequenceswerecalledwith186
theappropriateambiguitycode.SequencesateachlocuswerealignedusingtheMAFFT187
(Katoh,2005)plug-ininGeneious.AllsequencedatawillbesubmittedtoGenBank.188
10
Becausethemitochondrionisinheritedasasingleunitwithoutrecombination,we189
concatenatedthetwoloci(ND1andCyt-b)intoasinglealignment.Eachofthefournuclear190
lociweretreatedindependently.AllsequencesateachlocuswerealignedinGeneiousand191
allelesatnuclearlociweredeterminedusingtheprogramPHASE(Stephensetal.,2001)192
andthehelperprogramSeqPHASE(Flot,2010).193
194
Microsatellitegenotypedata195
Nuclearmicrosatellitelociweredevelopedfroma454-libraryenrichedfor196
microsatellitemotifsdevelopedatCornellUniversityEvolutionaryGeneticsCoreFacility.197
Afterinitialscreeningofloci,weusedtheQiagenType-ItmicrosatellitePCRkittogenotype198
individualsattheselociinfivemultiplexreactions(Supp.Mat.Table1).Forwardprimers199
foralllociweretaggedwithafluorescentdyeandsamplesweregenotypedonan200
ABI3730xlattheBiotechnologyResourceCenterofCornellUniversitywithGeneScan500201
LIZsizestandard(ThermoScientific).Alleleswerecalledandverifiedforallindividuals202
usingGeneMarker2.6.Priortosubsequentgeneticanalyses,allvariablelociweretested203
forthepresenceofnullallelesandselectionbytestingforHardy-WeinbergEquilibrium204
(HWE)andforevidenceoflinkagedisequilibriumusingGenePop(Rousset,2007).Thefinal205
datasetincludedgenotypesforallindividualsat27variableandneutrallyevolvingnuclear206
microsatelliteloci.207
208
Dataanalysis209
Summarystatistics210
11
WeusedPAUP(Swofford,2002)todeterminethenumberofparsimonyinformative211
sitesforeachsequencealignmentandDNAspv6(Rozasetal.,2017)tocalculatethe212
numberofuniquehaplotypes,thenumberofsegregatingsites(S),nucleotidediversity(π),213
andtheaveragenumberofnucleotidedifferences(k)foreachsequencealignment.214
215
Haplotypenetworks216
WeconstructedparsimonynetworksinTCS(Clementetal.,2000)forcomplete217
mtDNAhaplotypesforS.arenicolus.Becausetheresultsgeneratedbynetworkmethodscan218
bestronglyinfluencedbymissingdata(Jolyetal.,2007),wefirstomittedallindividuals219
withmissingsequencedataforoneofthetwomitochondrialloci.Weadditionallyomitted220
individualsforwhichwedidnothavelocalityinformation.Thefinalhaplotypenetworkfor221
mtDNAcontained195individuals.Weadditionallyconstructedparsimonynetworksfor222
thephasedallelesateachnuclearlocus.223
224
Phylogeneticanalysis225
ForthemitochondrialDNA,weestimatedthephylogeneticrelationshipsamongS.226
arenicolusunderbothmaximumlikelihoodandBayesianframeworks.Urosaurusornatus,227
Utastansburiana,Phrynosomacoronatum,Sceloporusjarrovii,S.merriami,S.occidentalis,228
andnineindividualsofS.graciosuswereusedasoutgroups(followingChanetal.,2013).229
ConcatenatedmtDNAalignmentswerefirstreducedtouniquesequencesusingaPython230
scriptfromBioPython(sequence_cleaner.py).Weestimatedthebest-fitmodelofsequence231
evolutionateachcodonpositionofeachgeneinDT-ModSel(Mininetal.,2003)and232
partitionedphylogeneticanalysesbygeneandcodonposition.ThebestfitmodelsbyDT-233
12
ModSelwereaSYM+Gforthefirstcodonpositionofeachgene,HKY+Iforthesecondcodon234
positionofeachgene,andTrN+I+GandTrN+GforthethirdcodonpositionofND1and235
Cyt-brespectively.WeestimatedthephylogenyunderaBayesianframeworkinMrBayes236
v3.2.6(RonquistandHuelsenbeck,2003;Ronquistetal.,2012)excludingindividualswith237
missingdata.TrNmodelswereexpandedtoGTRforBayesiananalysesandthefinal238
analysisconsistedoftwoindependentrunseachof50milliongenerationssampledevery239
5,000generations.Allparameterswerecheckedforadequatemixingandconvergence,and240
themaximumcladecredibilitytreewassummarizedinMrBayes.241
242
Populationgeneticanalysis243
WeestimatedwithinpopulationdiversityandamongpopulationpairwiseFSTfor244
mtDNAaswellasmicrosatellitedataassumingmembershiptothephylogroupsbasedon245
theBayesianphylogeny.EstimatesofFSTweredoneinArlequin(ExcoffierandLischer,246
2010)formtDNAandinFSTATformicrosatellitedata.Becausesamplesweredistributed247
evenlythroughouttherangeofS.arenicolus,weadditionallyconductedpopulationgenetic248
analyseswithoutanyassumptionofpopulationmembershipusingassignmentmethodsin249
Structure2.3.4(Pritchardetal.,2000).InStructure,wetestedassignmentofallindividuals250
toKpopulationsfromK=1to10.AteachKweconducted10replicaterunseachconsisting251
of1milliongenerationswiththefirst50%discardedasburn-in.Weused252
StructureHarvester(EarlandvonHoldt,2011)toexamineallrunsandCLUMPP(Jakobsson253
andRosenberg,2007)andDISTRUCT(Rosenberg,2004)tovisualizepopulation254
membership.StructurerunswithallindividualssupportedK=2,sosubsequentruns255
investigatedfurtherpartitioningwitheachmajorgroup.Foreachsubsetofdata,wetested256
13
K=1to5eachwith10replicaterunsateachKeachconsistingof2millionrunswiththe257
first50%discardedasburn-in.258
259
Demographicanalyses260
Weestimatedthehistoricaldemographicsforeachoffiveprimaryphylogeographic261
regions(A-E)identifiedinmtDNAanalyses.Weusedmultilocussequencedatatoconstruct262
extendedBayesianskylineplotsinBEAST2.5.0(Drummondetal.,2005,2012;Heledand263
Drummond,2008).EachdatasetincludedconcatenatedmtDNAalignmentsinadditionto264
phasedgenotypesforeachofthefournuclearloci.Substitutionmodelsforeachlocuswere265
setbasedonMrModeltest(Nylander,2004;Supp.Mat.Table2).Allrunsassumedarelaxed266
molecularclockwithalog-normaldistributionforthemtDNApartitionandstrict267
molecularclocksforthenuclearpartitions.TherateformtDNAwassetwithalognormal268
distributionwithmeanof1x10-8substitutions/site/yearandSDof0.27following(Chanet269
al.,2013).ParametertrendswereexaminedinTracertocheckforadequatemixingwithin270
runsandconvergenceacrossruns.Finalrunswere50millionstepssampledevery5,000271
stepsforregionsB,C,andE.ThefinalrunsforregionsAandDwere100and200million272
stepssampledevery10,000and20,000steps,respectively.ExtendedBayesianskyline273
plotswegeneratedafterdiscardingthefirst25%sampledstepsasburn-in.274
275
Hypothesistesting276
Basedontheresultsofphylogeneticanalysesandassignmenttests,wetestedthree277
alternativehypothesesofdivergenceandpopulationexpansionamongthreegeographic278
groups(NorthernMescaleroSands,SouthernMescaleroSands,andMonahansSandhills)279
14
assumingthattheMonahansSandhillspopulationswereancestralandofconstant280
populationsize(Chanetal.,2009;Supp.Mat.Figure1).WeusedapproximateBayesian281
computationtoevaluatesupportforthesemodelsandestimatedemographicparameters282
ofthebestsupportedmodelinDIYABC(Cornuetetal.,2008).AnalysesincludedmtDNA283
andphasednuclearsequences.Locusparameterswerespecifiedafterestimationof284
substitutionmodelsforeachlocusinDT-ModSel.ThepriorforthemtDNAmutationrate285
wassetasanormaldistributionwithameanof1x10-8substitutionspersiteperyearand286
nuclearsubstitutionratesweresetasuniformdistributions.Initialrunswereusedto287
determineadequatepriorsfordemographicparameters.Thefinalanalysisincluded2288
millionsamplesforeachdivergencemodel(6milliontotal)withalinearregressionstepto289
extracttheclosest1%ofsamplesanddeterminethebestsupportedmodelofthethree.For290
thebestsupportedmodel,weusedthesameselection/rejectionprocesstoestimate291
divergencetimesanddemographicparametersfromtheclosest1%ofthe2million292
samples.293
294
Results295
Summarystatistics296
Samplesizes,alignmentlengths,thenumberofuniquehaplotypes,numberof297
segregatingsites,averagenucleotidedifferences,andnucleotidediversityarereportedin298
Supp.Mat.Table3.Asexpected,nuclearlociwerelessvariablethanmtDNAthough299
nucleotidediversitywassimilarformtDNAandtwonuclearloci.Wealsorecovered300
multilocusgenotypesfor237individualsat27microsatellitelocithatconformedtoHWE301
15
expectationsanddidnotshowanyevidenceoflinkageornullalleles.Theaveragenumber302
ofallelesperlocuswas16.4witharangefrom3to35(Supp.Mat.Table4).303
304
Haplotypenetworksandphylogenetics305
Mitochondrialhaplotypenetworksrevealedgeographicallyassociatedhaplotype306
groupsformtDNAthatlargelycorrespondtoregionsofgrosslycontiguoushabitat(Figure307
2).IntheNorthernMescaleroSands,therearethreemainhaplotypegroupscorresponding308
largelywiththeAregions(Figure1;AAandAB),theBregions(BAandBB),andtheC309
region,thoughthegeneticdivergenceamongthesethreegroupsissmall.Common310
haplotypesaresharedacrossregions,butderivedhaplotypesareuniquetoeachregion.311
RegionsABandBBhavegeneticdiversitythatisprimarilyasubsetofthediversityfoundin312
AAandBA,respectively.TheSouthernMescaleroSands(RegionsDAandDB)are313
geneticallydivergentfromtheNorthernMescaleroSandspopulationswiththebarrier314
betweenthetwogroupsreflectingawest-eastconstrictioninthedistributionofpotentially315
suitablehabitat(referredhereafteras“theSkinnyZone”).AmongtheSouthernMescalero316
SandsindividualsinregionDA,wefindasinglewidespreadhaplotypeandmultiplederived317
haplotypes.Inaddition,regionDBatsouthernmosttipoftheSouthernMescaleroSands318
containsaclusterofderivedhaplotypes.319
PopulationsintheMonahansSandhillsaregeneticallydistinctfromallotherS.320
arenicoluspopulations,butdonotformasinglehaplotypegroup.Thereishighsequence321
divergenceamonghaplotypesfromtheMonahansSandhillsdespiteoccurringina322
relativelyrestrictedgeographicareaandtheyaredistantlyrelatedtoMescaleroSands323
haplotypes.TheEAandECareaseachhaveuniquehaplotypeswithoutasingle,most324
16
commonhaplotype.TheEBhaplotypesfalloutintotwomaingroups,onethatisequally325
distanttonorthernandsouthernMescaleroSandshaplotypesandonethatisdistantly326
relatedtoallotherrecoveredhaplotypes(Figure2).327
Ingeneral,nucleargeneregionshadmuchlowergeneticdiversitywithverylittle328
geneticstructure(Supp.Mat.Figure2).Acrossallfournuclearloci,wefoundasimilar329
patternwiththemostcommonhaplotypesoccurringinmost,orallregions.AtPRLRand330
scar875,severalderivedlociwereuniquetoMonahansSandhillspopulationsand331
MonahansSandhillsplusSouthernMescaleroSandspopulations.Withoneexception(AB332
locusR35)regionsAA,AB,andBBdidnothaveanyuniquenuclearalleles.333
Phylogeneticreconstructionslargelycorroboratedthegroupsfoundinthenetwork334
analyses(Figure3).WerecoverS.arenicolusasmonophyletic(PP=1).MonahansSandhills335
populationswereparaphyleticwithrespecttoMescaleroSandspopulationswiththe336
southern-mostMonahansSandhillsindividualsformingaweaklysupportedclade(PP=337
0.8657)sistertoallotherS.arenicolus.Amongtheremainingindividuals,thereisstrong338
supportforaNorthernMescaleroSandscladeincludingindividualsnorthoftheskinny339
zone(PP=0.9758)andmoderatesupportforaSouthernMescaleroSands–Monahans340
Sandhillscladethatincludesindividualssouthoftheskinnyzoneandthenorthernand341
centralMonahansSandhills(PP=0.9345).WithintheNorthernMescaleroSandsclade,we342
recoversupportforsomeclustersofindividuals,butdonotfindwell-supportedclades343
correspondingtodistinctgeographicregions.IndividualsfromregionA,atthenorthern344
endoftherange,formabasalpolytomyrelativetootherwisewell-supportedclades345
containingmostindividualsfromregionsBandC,andseveralfromregionAandonefrom346
D(TCWC94831).SupportforacladethatincludesmostBindividualsishigh(PP=0.9639)347
17
asissupportfortwodifferentcladesthateachprimarilyincludeindividualsfromC(PP=348
1).Wedonotrecoververymuchgeneticresolutionforindividualssouthoftheskinnyzone349
intheSouthernMescaleroSandsorthenorthernorcentralMonahansSandhills.Notably,350
individualsfromMonahansSandhillsareparaphyleticandtheirrelationshipslargely351
unresolved.Whilemostindividualsfromregionsclusterwithotherindividualsfromthe352
sameregion,asexpectedfromthehaplotypenetwork,thereareafewindividualsthatfall353
outwithindividualsfromdifferentregions.354
355
Demographicestimates356
ExtendedBayesianskylineplotsmatchtheinferencesmadefromthehaplotype357
networks(Supp.Mat.Figure3).Weseeevidenceofrecentpopulationexpansioninregion358
DanddemographicstabilityinregionE.RegionsA,B,andCshowsomeevidenceof359
populationexpansionthoughthecredibleintervalsaroundthemostrecentpopulation360
sizesislargeanddoesnotexcludethepossibilityofdemographicstability.361
362
PopulationGenetics363
PairwiseFSTamongpopulationswashighamongregionswithvaluessignificantly364
differentfromzerorangingfrom0.099to0.904formtDNAand0.026to0.236basedon365
microsatelliteloci(Table1).366
Assignmenttestsbasedonmicrosatellitedatarevealnestedstructureatmultiple367
spatialscales(Figure4).Acrossallsamples,ouranalysesrecovertwogroupswithsome368
admixture.ThegeographicbreakbetweenthesetwogroupscorrespondedtotheSkinny369
ZoneoftheMescaleroSandswithsomeindividualsinthisareabeingadmixed.Further370
18
assignmenttestsinStructurewithnestedsubsetsofthedataindicatethattheseadmixed371
individualsarealignedwithindividualsintheSouthernMescaleroSands.Werecover372
distinctivegroupsintheNorthernMescaleroSandswithsomeadmixtureaswell.RegionA373
individualsaredistinctfromregionB+Cindividualsalthough,assignmentplotssuggest374
someadmixturebetweenwesternApopulations(AA)andpopulationsinregionC,375
corroboratingresultsfromthemtDNAhaplotypenetworks.AnalysisoftheAA-ABgroups376
recoverABasgeneticallydistinctcorroboratingFSTestimates(Table1).AnalysisoftheBA-377
BB-CgroupsupportsBBandCasdistinctfromoneanotherwithBAhavinggenetic378
affinitiestoboth.TogethertheseresultsshowacleargeneticbreakbetweentheSouthern379
MescaleroSandsandMonahansSandhillspopulations.FortheSouthernMescaleroSands380
populationsthereisanadditionalgeneticbreakbetweenregionsDAandDBcoinciding381
withanotherconstrictioninsuitablehabitat.AmongMonahansSandhillssamples,EA382
individualsarelargelydistinctfromEB+EC.IndividualsfromEBandECaresomewhat383
distinctfromoneanotherthoughnotallindividualswithinaregionclusterunambiguously384
withothersinthegroup.385
386
Hypothesistesting387
Werecoverstrongestsupport(PP=0.9991)foradivergencescenariothatinvolved388
colonizationoftheNorthernMescaleroSandsfromMonahansSandhillspopulations389
around34.8Kya(CI17.7-108Kya)followedbycolonizationoftheSouthernMescalero390
SandsfromMonahansSandhillspopulationsmorerecently,around16.3Kya(CI7.9-41391
Kya;Figure5).ItispossiblethattheinitialcolonizationofNorthernMescaleroSands392
includedcolonizationoftheSouthernMescaleroSands,withsubsequentlocalextinction393
19
andrecolonization,orgeneticreplacement.Itisimportanttonotethatthe95%credible394
intervalsforallestimatesofdivergencetimeandpopulationsizearebroad.Infact,though395
thetimeofexpansionintheNorthernMescaleroSands(Texp1)wasconstrainedinindividual396
ABCsimulationstooccurafterthedivergencebetweentheNorthernMescaleroSandsand397
theotherregions(Tanc),themedianestimatefortheformerTexp1precedesthemedian398
divergencetime,Tanc(Figure5),thoughbothestimateshaveextremelybroadand399
overlappingcredibleintervals.400
401
Discussion402
SamplingofS.arenicolusthroughouttheentirerangeprovidesgreaterresolutionof403
theevolutionarypatternsofdivergenceofthisnarrowlydistributedhabitatspecialist.We404
findsupportformultiplegeneticgroupswithinS.arenicolussuggestinglimitedmigration405
inthishabitatspecialist.Inparticular,wefindgeneticstructurebeyondthethree406
mitochondrialgroupsdescribedinChanetal.(2009).Patternsofdivergencerecoveredby407
mtDNAcorroboratenuclearmicrosatellitedataanddemonstratetheimportanceofthe408
landscape-scaleconfigurationofareasofhabitatonthephylogeographicstructureofthis409
habitatspecialist.Withthoroughgeographicsamplingweareabletoidentifyregionsthat410
haveservedasbarrierstopopulationconnectivityandcharacterizehistorical411
demographicsacrossevolutionarytimescales.412
LineagesofS.arenicolusintheMescaleroSandsandMonahansSandhillshave413
independentanddistincthistoriesthatareassociatedwiththetimingofsanddeposition414
andduneformationinthesesub-regions.Indeed,theMescaleroSandsandMonahans415
Sandhillshaverelated,butdistinguishablegeologichistories(MuhsandHolliday,2001;416
20
RichandStokes,2011;Muhs,2017).BothMescaleroSandsandMonahansSandhillsare417
sandsheetsoftheSouthernHighPlainsdepositedoverolder,compacteoliandeposits418
comprisingtheBlackWaterDrawformation(204-43Kya;RichandStokes,2011).Sand419
accumulationandduneformationhasoccurredrepeatedlywithcurrentsandsheetage420
estimatesforMescaleroandMonahansas29.2and22.2Kyarespectivelyandwithamore421
recentdeposition~7.5Kya(RichandStokes,2011).ThoughS.arenicolussampledfrom422
theMonahansSandhillsdonotformamonophyleticgroup,itisclearthattheyaredistinct423
fromMescaleroSandspopulationswithestimatedinitialdivergencebetweenthesetwo424
regionsoccurringlongago(34.8Kya,CI108-17.7Kya;Figure5).Whiletheestimated425
divergenceisolderthantheestimatedageofthemostrecentsanddeposition,thisisa426
dynamiclandscapethathasundergonecyclesofsanddepositionduringperiodsofaridity427
(Holliday,1989;RichandStokes,2011)suchthatthisdivergenceismostlikelyassociated428
withpreviousepisodesofsedimentationandduneformation.TherearebroadCIaround429
estimatesofdivergenceandpopulationexpansion,buttheseestimatesgenerallycoincide430
withthesandageofNorthernMescaleroSands.Furthermore,theestimateofthemost431
recentdepositionfallswithintheCIforcolonizationandexpansiontimesfortheSouthern432
MescaleroSands.433
Thelocationandmovementofsandduneformationshaschangedovermillennia434
(MuhsandHolliday,1995,2001;Muhs,2017).Whilethepresenceofsanddunesalonedoes435
notindicatethepresenceofshinneryoak-sandduneecosystem,thedistributionofhabitat436
suitabletoS.arenicolushaslikelyshiftedinitsoccurrenceandconnectivityovergeologic437
time.GiventhedynamicnatureofthelandscapetowhichS.arenicolusisendemic,itstands438
toreasonthatdynamichistoriesalsocharacterizethephylogeographicandpopulation439
21
geneticstructureinthisspecies.ThoughtheageoftheMescaleroSandsandMonahans440
Sandhillsgeologicformationsareuncertain,ourdatasuggestthatMonahansSandhillswas441
thesourcepopulationfromwhichMescaleroSandsS.arenicoluspopulationswere442
colonized.MescaleroSandspopulations,whichlietothenorthoftheMonahansSandhills,443
arecomprisedofatleasttwodistinctlineages,butnuclearmicrosatellitedataandABC444
analysessuggestthattheSouthernMescaleroSandspopulationsaremorecloselyrelated445
totheMonahansSandhillspopulationsthantonorthernMescaleroSandspopulations.The446
twosandformationsarenotcurrentlyconnectedbysuitablehabitat(Figure1),but447
presumablywereconnectedinthepastfacilitatingthecolonizationofMescaleroSands448
fromMonahansSandhills.byS.arenicolus.Thecurrentrangemap(Figure1)isinformedby449
currentlyoccupiedhabitat,butgiventhedynamichistoryoftheshinneryoak-sanddune450
ecosystem,potentiallysuitablehabitatconnectingregionsmayhaveoccurredinthepast.451
Theconfigurationofavailablehabitatisvariesacrosstimewhichpresumablycauses452
concordantshiftsinspecies’distributions.453
Ourgeneticdatasuggestthatthecolonizationeventassociatedwiththecurrent454
SouthernMescaleroSandspopulationsoccurredseparatelyfromtheeventthatresultedin455
theNorthernMescaleroSandspopulations.ColonizationoftheNorthernMescaleroSands456
anddivergencefromtheMonahansSandhillsourcepopulationisestimatedtohave457
occurredapproximately34Kyafollowedbypopulationexpansion(Figure5;Supp.Mat.458
Figure3).Whilerecognizingthattherearebroadconfidenceintervalsaroundthe459
estimatedtimeofthisevent,itisplausiblethatthisdivergencewasassociatedwiththe460
depositionoflooseaeoliansandsovertheBlackwaterDrawFormation(RichandStokes,461
2011).TheseconddivergencewasbetweenthesouthernMescaleroSandsandMonahans462
22
Sandhillsoccurringlater,around16.3Kya.Thisissimilartotheageofmorerecentsand463
depositsintheMescaleroSands,andsubsequentpopulationexpansionwithamedian464
estimateof9.9Kyacoincidesroughlywiththeagesofthemostrecentaeoliandeposits.465
ThisresultsuggeststhatafterthecolonizationoftheMescaleroSands34KyabyS.466
arenicolus,habitatbetweentheMescaleroSandsandMonahansSandhillscontractedor467
thatSouthernMescaleroSandspopulationsbecameextirpatedandthisareawaslater468
recolonized.BothscenariosseemplausiblegivenwhatweknowaboutS.arenicolusecology469
andthedynamicnatureofthissystem.470
Sceloporusarenicolusrequiresinterconnectedshinnery-oakblowoutstosupport471
populations(Rybergetal.,2013;LeavittandFitzgerald,2013).Shinneryoakflatsor472
isolatedduneblowoutsimpedemovementsandisolatepopulations.Thedivergencesthat473
weseeacrosstheMescaleroSandsandMonahansSandhillscorrespondlargelywiththe474
geographicextentofpotentiallysuitablehabitatidentifiedinseveralstudiesofS.arenicolus475
(Fitzgeraldetal.,1997;LaurencioandFitzgerald,2010;Walkupetal.,2018).Wearealso476
abletoreconstructhistoricalpopulationdemographyandrecovervariable,andsometimes477
dynamic,historiesacrosspopulationsofS.arenicolus.Forinstance,wefindsupportfora478
majorgeneticbreakthatcoincideswiththeSkinnyZone,anarrowconstriction(~3km479
wide)inthecentralMescaleroSands.ThisnarrowzoneofhabitatforS.arenicolusis480
indicativeofalong-standingbarriertodispersalandisnowapointofsecondarycontact481
betweendivergentNorthernandSouthernMescaleroSandspopulations.482
Wefindshallowdivergence,butdistinctgeneticdiversityamongtheNorthern483
MescaleroSandsregionsindicatingthathabitatsuitabilityalsoimpactspopulationgenetic484
connectivityatthesefinerspatialscales.Populationsinsomeoftheseregions,likeABand485
23
BB,havedivergedinisolation,suggestingafoundereffectinlinewiththemajordirection486
ofsanddunemovement(Muhs,2017).Weadditionallyconfirmarecentcolonizationand487
subsequentrapidpopulationexpansioninthesouthernportionoftheMescaleroSands488
(RegionD).Finally,amongtheMonahansSandhillssampleswedocumentedhighly489
divergentalleles,deepdivergenceamongpopulations,andrelativepopulationstability.We490
recoveredatleastthreedivergentgroupsamongtheMonahansSandhillsindividuals491
indicatinglimitedmovementamongolderpopulationsretainingancestralgeneticdiversity.492
Thehistoricaldemographyandpatternsofdivergencearereflectedinthe493
microsatellitedataaswellasthemoreslowlyevolvingmtDNAsequencedataindicating494
thatpopulationstructureistheresultoflongstandinghabitatdynamicsandrestrictionsto495
geneflowatmultiplespatialscales,notjustmorerecentanthropogenicchange.496
DemographicstudiesofS.arenicolushaveemphasizedtheimportanceofanetworkof497
suitablehabitatatmultiplespatialscalestosupportmetapopulationdynamicsand498
populationpersistence(Rybergetal.,2014).Landscape-ecologicalanalysesofpresence499
andabsenceoflizardcommunitymembershipacrosstheMescaleroSandsdemonstrated500
thatlandscapeheterogeneity,notdispersal,explainedcommunityassemblyandmeta-501
communitystructure(RybergandFitzgerald,2015,2016).Theoccurrenceofthehabitat502
specialistS.arenicoluswasadriverofthispattern.Assuch,becausethefine-scale503
distributionofsuitablehabitatiscriticalforlocalpresenceofS.arenicolus,wesuggestthe504
compositionandconfigurationofthelandscapewithrespecttounsuitablehabitattypes505
determinespatternsofgeneticconnectivityacrosstherange.Thedivergenceswedetect506
reinforcethatextensivehabitatmaybenecessarytosupportgeneflowamongpopulations507
andthathabitatqualityandhabitatconfigurationatfinerscalesmaybeofcritical508
24
importancetoidentifyingpotentialcorridors.Importantly,itisclearthattheshinneryoak-509
sandduneecosystemisadynamiclandscapewheretheconfigurationofhabitatpatches510
canchangeoverdecadesandmillennia.Weknowfromphylogeographicstudiesthat511
specialistsinchangingenvironmentsundergorepeatedepisodesofisolationand512
divergence(Rodericketal.,2012).Whileitisimpossibletoreconstructthespecific,513
chronologicalhabitatconfigurationfortheMescaleroSandsandMonahansSandhills,itis514
likelythatnetworksofsuitablehabitathavedivergedandcoalescedrepeatedlyovertime515
(e.g.,Dzialaketal.,2013).Source-sinkdynamicsareimportantatlocalandcontemporary516
spatialandtemporalscales(Rybergetal.,2013;Walkupetal.,2019),andthismay517
translatetoevolutionarypatternsofpopulationgeneticstructureatbroaderspatialscales518
andlongertimescales.Underthismodel,habitatpatchesshiftintheirextentand519
distributionovertimeduetogeologicalprocesses.Thedivergenceandcoalescenceof520
habitatpatchesacrosstimeresultsinrepeatedlocalextinction,populationdivergence,and521
recolonization.Insupportofthisscenario,wefindpopulationgeneticanddemographic522
patternsthatreflectsuchdynamicprocessesandtheirvariabilityacrossthelandscape.For523
instance,theSouthernMescaleroSandsisamorerapidlyshiftingsandduneformation524
(MuhsandHolliday,1995,2001;Muhs,2017)incomparisontothesandsheetsofthe525
MonahansSandhillsformationwhicharemorestableandlessdynamic(Machenberg,526
1984).TheSouthernMescaleroSandsmaybecharacterizedbylocalextinctionand527
recolonizationwhereastheslowermovementoftheMonahansSandhillsmaymaintain528
demographicallystableandisolatedpopulationsoverlongertimeperiods.529
ThepatternsofdivergenceandgeneflowthatweseeinS.arenicolusarenot530
surprisingofahabitatspecialistinhabitingadynamiclandscape.Basedondemographic531
25
studies(LeavittandFitzgerald,2013;Walkupetal.,2019)andobservationsofS.arenicolus532
(Rybergetal.,2012;LeavittandAcre,2014;Walkupetal.,2018,p.2018;Youngetal.,533
2018),individualsdonotmovelargedistances.Theirstricthabitatrequirements,andthe534
naturallypatchyandtemporallydynamicqualitiesofthishabitat,suggeststhatpopulations535
shouldbesubdivided.ThenestednessofgeneticstructureinS.arenicolusmirrorsthe536
hierarchicalnatureoftheirhabitatpreference:individualsrequiresuitableblowouts537
withinamatrixofshinneryoak,andpopulationsaresupportedbyanetworkofconnected538
shinneryoak-sanddunecomplexes.Whilethegeneticconsequencesofmetapopulation539
dynamicshavetypicallybeenexploredatfinespatialandtemporalscales,our540
phylogeographicstudyshowsthatthesemetapopulationdynamicsmayalsoleavetheir541
signatureatbroaderspatialscales,inthiscase,acrosstherangeofthisendemiclizard.542
543
Conservation544
Theshinneryoak-sanddunehabitatsofMescaleroSandsandMonahansSandhills545
haveexperiencedseverehabitatdegradationandfragmentation,particularlyinthe546
southernportionsoftherangeofS.arenicolus(LeavittandFitzgerald,2013;Walkupetal.,547
2017).Recentongoingfragmentationduetohumanactivities(e.g.highwaysandcaliche548
roadsbuiltforoilfielddevelopment)isknowntodecreaseconnectivityamongpopulations549
andinterruptmetapopulationdynamicsleadingtoextinctionoflocalpopulations(Ryberg550
etal.,2013,2014;LeavittandFitzgerald,2013;Walkupetal.,2017).Fragmentationofthe551
shinneryoak-sandduneecosystemincreasesthelikelihoodthatancestraldiversityand552
uniqueevolutionarylineageswillbelost.Ourfindingshighlightregionstobeconsideredas553
26
geneticallydistinctiveconservationunitsaswellasunderscoretheuniquegeneticand554
demographichistoryofdifferentregionswithintherangeofS.arenicolus.555
556
Acknowledgments557
ThankyoutoJ.T.Giermakowski(MSB),R.Macey,C.Spencer(MVZ),andJ.Vindum(CAS)558
foraccesstotissuesamples.Wethankthemanyresearchassistantswhohelpedwithtissue559
collection,DNAsequencing,andgenotyping,includingJ.Moberg,E.Gibson,D.Cavero,and560
T.Caspi.SequencingwasconductedattheGenomeSequencing&AnalysisCoreResourceof561
theDukeInstituteforGenomeSciencesandPolicy.Genotypingofmicrosatellitelociwas562
completedattheBiotechnologyCoreFacilityofCornellUniversity.Portionsofthis563
researchwereprovidedbytheDunesSagebrushLizard/LesserPrairieChickenCandidate564
ConservationAgreement(CCA)ResearchFundadministeredbyCEHMM,Carlsbad,New565
Mexico,andbyUSABureauofLandManagement,andbytheStateofTexasComptrollerof566
PublicAccounts.ThisiscontributionnumberxxxxoftheBiodiversityResearchand567
TeachingCollections,TexasA&MUniversity.568
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756 757
31
Tables758
759
Table1.PairwiseFSTvaluesamongregionsformicrosatellitegenotypes(abovediagonal)760
andmitochondrialsequencedata(belowdiagonal).Valuessignificantlydifferentfromzero761
(atalpha<0.05)areindicatedinbold.Thesignificanceofsomevalueswasnotabletobe762
determinedbecauseoflowgeneticvariability,indicatedwithitalics.763
AA AB BA BB C DA DB EA EB ECAA 0.0807 0.0349 0.0689 0.0358 0.1443 0.1723 0.1488 0.1654 0.1457
AB 0.0279 0.1077 0.1911 0.0749 0.1988 0.2374 0.2080 0.2356 0.2010BA 0.3389 0.3151 0.0512 0.0264 0.1337 0.1594 0.1349 0.1388 0.1033
BB 0.6593 0.7667 0.2147 0.0807 0.1643 0.2116 0.1688 0.1830 0.1592
C 0.4102 0.3688 0.4605 0.6583 0.1271 0.1523 0.1213 0.1350 0.1071
DA 0.8466 0.8584 0.8083 0.8687 0.8503 0.0411 0.0882 0.1188 0.0990
DB 0.8381 0.8395 0.7483 0.8439 0.8173 0.3311 0.1213 0.1554 0.1302EA 0.7984 0.7723 0.7372 0.7842 0.7858 0.5767 0.4206 0.1188 0.1017
EB 0.5554 0.4000 0.5021 0.4513 0.5523 0.6668 0.4663 0.5302 0.0701EC 0.8406 0.8125 0.7540 0.8216 0.8099 0.8872 0.8424 0.8108 0.4119 764 765
32
FigureLegends766
Figure1.CollectionlocalitiesforsamplesofS.arenicolusfromNewMexicoincludedinthis767
studyandtheoutlineofthespecies’rangeandsuitableshinneryoak-sanddunehabitat768
(fromLaurencioandFitzgerald,2010).SpecificlocalitiesarenotshownforTexasdueto769
legalconfidentialityagreementswithlandowners.Coloredportionsofthespecies’range770
correspondtophylogroupsandgeographicregionsreferredtointext.Brownindicates771
potentialhabitatinTexaswhereS.arenicolushasnotbeenfound;onelocalityexistsinthis772
regionfrom1970.Presence/absencedataandhabitatsuitabilitymapscouldbeusedto773
morepreciselydelineategeographicboundariesofthephylogroupswithinareasofsuitable774
habitat.775
776
Figure2.HaplotypenetworksbasedonconcatenatedmtDNAsequences.Circlesrepresent777
uniquehaplotypeswiththesizeofthecirclecorrespondingtotherelativeabundanceand778
thecolorreferringtotheregionoforiginofindividualswiththathaplotype(seeboxesin779
upperleftrepresentinggeographicapproximationsofeachregion).Linesconnecting780
haplotypesrepresentonemutationalstep.Smallwhitecirclesrepresentunsampled781
haplotypes.[Alternateversionforindividualswithcolorvisiondeficienciesincluded].782
783
Figure3.Majority-rulesconsensustreefromBayesianphylogeneticanalysisof784
concatenatedmtDNAsequencedata.Posteriorprobabilityforallnodesis1unless785
otherwiseindicated.Tipsarelabeledwithasamplenamefollowedbythenumberof786
sampleswithanidenticalhaplotype.Regionsofcollectionareindicatedverticallywith787
severalexceptionslistedparentheticallyinterminalname.788
33
789
Figure4.IndividualassignmentplotsfromnestedBayesianassignmenttestsin790
STRUCTURE.ResultsatalternatevaluesofKareshownforsomesubsetsofindividuals.791
792
Figure5.Estimatesofdivergenceandexpansiontimesaswellascurrentandhistorical793
effectivepopulationsizesforthebestsupportedmodelfromABCanalysisofthecomplete794
geneticdataset.795
103°0'0"W104°0'0"W
33°0'0"N
32°0'0"N
0 20 40 60 8010
Kilometers
AB
AA
BA
BB
C
DA
DB
EA
EB
EC
Figure 1
New Mexico
Texas
29 31
41
22
AABBBA
C
DA
EAEBEC
AB
DB
Figure 2
AABBBA
C
DA
EAEBEC
AB
DB
Figure 2 (alternate version)
0.005
ESP9606
TCWC93505
SCAR10.2
ESP9325_ 3 (BA)DJL286_3
TJH2880
TJH2927_2
TJH2918
TJH2840
TCWC92573
TX2012.001
TX2011.241
ESP9057_2
ESP9451
ESP9070_9
TJH2939_2
TJH2846
DJL297_2
TX2011.286
SAR0229
MSB57694
SAR0023
SAR0361
ESP9485
MSB57705
SAR0226SAR0227
ESP9557
LAF10450_3
DED075
0.974
0.918
0.976
0.866
0.984
0.874
0.910
0.964
TJH2971_6CSA059
CSA043_8
TJH3000_2
TJH2984CSA061
TJH2966_3
TJH3033
0.977
0.943
0.945
0.560
MTH270
NM12.09
NM12.04NM12.07
NM12.08
ESP9196_8 (1 BA)
ESP9174
TCWC 94831 (D)
MTH468
ESP9417ESP9232
MTH275
MSB57684
ESP9186
ESP9208
0.989
0.526
MTH474
MTH489_4MTH470
SCAR31
ESP9179
SCAR09
ESP9261
SCAR35
ESP9273_2
MTH472
MTH478
SAR0003_2
MTH490
ESP9064
MTH475_5
SCAR33
SCAR08
SCAR34
ESP9264_7
ESP9480
SAR0200
MTH469
0.981
0.973
0.913
0.956
0.951
0.964
0.935
DL916
SAR0204
DJL868_36
SAR0252_2
DED046_2
ESP9340
DL914
SAR0351
DED051
ESP9351
SAR0264
DJL869_3
SAR0379
DJL878
DED049
ESP9258
ESP9357
ESP9147_2
ESP9245_2
ESP9092
DL902
SAR0262
ESP9621
ESP9202_2
SAR0259
TCWC91345
DJL870
LMC10.02_2
2010.7_3
SAR0383
SAR0261
DJL872
SAR0381
0.788
0.877 0.973
0.887
0.985
0.967
0.865
0.984
0.1
S. merriami
Phyrnosoma
S. occidentalis
Uta
S. jarrovii
Urosaurus
MVZ149956
S. graciosus
CAS223822
SGR3MVZ241596
JWA470CAS229140
SGR4
MVZ237413JWA338
0.976
0.7353
0.8084
0.9881
S. arenicolus (see below)
Region A
Region B
Region C
Region D
Regions
EA
, EB
, EC
Figure 3
AA
AB
BA
BB
C
A
B
C
Skinny
D
E
A
B
C
SkinnyD
Skinny
D
E EA
EB
EC
AA
AB
BA
BB
C
Skinny
DA
DB
K=2 K=3
K=2 K=3
K=4
K=2 K=3 K=4
K=2
K=2
K=2
K=2
K=2
Figure 4
N. Mescalero MonahansS. Mescalero
Texp136.7 Kya
(15.7-90.4 Kya)
Texp29.91 Kya
(1.51-32.4 Kya)
Tanc34.8 Kya
(17.7-108 Kya)
Tdiv16.3 Kya
(7.9-41.8 Kya)
Ne anc155k
(103-195k)
Ne N1129k
(28.5-195k)
Ne N2263k
(198-297k)
Ne S168.2k
(15.9-150k)
Ne S2166k
108-198k
Figure 5