1
Results Literature Cited Acknowledgments Abstract Discussion Methods Introduction Seroprevalence of Lyme Disease (Borrelia burgdorferi ) in Birds in Central Illinois Logan J. Bader 1 , Dr. Travis E. Wilcoxen 1,2 , Jane Seitz 2 , & Jacques Nuzzo 2 1 Millikin University Biology Department 2 Illinois Raptor Center Decatur, IL Many zoonotic diseases, such as Lyme disease, can be transmitted from wildlife hosts and vectors to avian populations. Lyme disease is acquired through exposure to the bacterium Borrelia burgdorferi. While past studies of Lyme disease in avian communities remain largely descriptive, this study aims to gain an understanding of the development of antibodies against B. burgdorferi in raptors, songbirds, wading birds, and waterfowl. We hypothesized that birds that forage in grassy habitats would possess the most elevated levels of IgY antibodies against B. burgdorferi due to more exposure to ticks, the primary vector of Lyme. We collected blood samples from 363 birds of 17 various families and performed an enzyme-linked immunosorbent assay (ELISA) to detect the presence of IgY antibodies specific to B. burgdorferi in each sample. Of the sample, 11 of the 17 families possessed IgY to Lyme. Families with the highest seroprevalence of IgY specific to B. burgdorferi included Corvidae (Crows, Jays; 42.8%); Turdidae (Robins, Bluebirds; 28.5%); and Columbidae (Doves, Pigeons; 25%). Overall, we found that variation in the seroprevalence of Lyme was significant among taxonomic groups. While it is clear that songbirds possess the largest number of seropositive individuals, there was no significant association of habitat or season on seroprevalence of B. burgdorferi in our population. There was a significant effect of taxon (Family) on seroprevalence of IgY specific for B. burgdorferi (X 2 = 33.757, df = 16, p = 0.006; Fig. 5). Seroprevalence of IgY was not predicted by habitat (X 2 = 0.117, df = 6, p = 0.679; Fig. 6) or season captured (X 2 = 0.064, df = 3, p = 0.698; Fig. 7). I thank Dr. Wilcoxen for his assistance and input throughout this project. I would also like thank Jane Seitz and Jacques Nuzzo from the Illinois Raptor Center for allowing me to gather samples on site, as well as the Millikin University Biology Department for the opportunity to participate in undergraduate research. Raptor Admissions and Blood Sampling We collected blood samples from each raptor admitted from the year 2015 through Summer 2018 at the Illinois Raptor Center (Decatur, IL), as well as from songbirds captured in mist nets in the Decatur area. All individuals underwent physical examination, including the search for any parasites, specifically ticks as they serve as vectors of B. burgdorferi. We studied a total of 363 birds from 17 families. Enzyme-Linked Immunosorbent Assay (ELISA) Plasma samples were isolated from blood using centrifugation. Each sample was plated onto a well coated with B. burgdorferi antigen as the positive antigen (OSP-A protein) and kidney bean lectin protein (phytohaemagglutinin, PHA) as the negative antigen. All birds with a positive to negative (P/N) antigen ratio of 1.987 or greater were considered “seropositive.” Statistics We assessed differences in quantities of IgY between taxon, habitat type, and season using a generalized linear model. The strength of the seroprevalence (SP) of IgY antibody was indicated based on the percentage of individuals with a positive ELISA result from each family (Table 1): High SP: Significant IgY levels in 25% or more of individuals Intermediate SP: Significant IgY levels in 10 to 25% of individuals Low SP: Significant IgY levels in 10% or less of individuals No detection of IgY specific for B. Burgdorferi. We used a p-value of 0.05 or less to determine statistical significance. Figure 4. An example of a 96-well ELISA plate. This image does not display any result from the study and is intended for visual purposes only. The majority of research involving the acquisition of Lyme disease by birds remains largely descriptive (Loss et al. 2016). Additionally, very few studies have involved raptors (Scott et al. 2014). The causative agent of Lyme is Borrelia burgdorferi, which is identified by its helical shape and expression of a variety of surface proteins (Andone et al. 2013). Specifically, OSP-A is a strong antigen that elicits the immune response in the host (Caimano et al. 2016). The primary vector of Lyme is the tick species Ixodes affinis (Hamer et al. 2011). Onset of infection occurs when B. burgdorferi is ingested by the tick (Magnarelli 2011, Loss et al. 2016, Tilly et al. 2008). I. affinis is generally found in disturbed forest habitat (Nadolny and Gaff 2018). Reservoirs of B. burgdorferi transmit the agent for long periods without showing obvious symptoms of the disease (Isogai et al. 1994). Migratory birds are a known vector of Lyme disease (Andone et al. 2013). The purpose of this study was to analyze whether differences in taxonomy (family), habitat, and season altered the seroprevalence of immunoglobulin Y (IgY) to B. burgdorferi in birds of Central Illinois. Figure 1. The enzootic cycle of B. burgdorferi. Larval ticks must acquire B. burgdorferi by feeding on an infected vertebrate (Caimano et al. 2016). Figure 5. The interaction of family group and the seroprevalence of IgY specific to B. burgdorferi within a population of raptors and songbirds in Central Illinois. Figure 6. A comparison of the seroprevalence of IgY specific for B. burgdorferi among the following habitats: bottomland (BL), tall grass/low woody mix (DG), edge (E), forest (F), open grassland (OG), urban (U), wetland (W). Figure 7. A comparison of the seroprevalence of IgY specific for B. burgdorferi among seasons. We determined that our ELISA was able to detect the presence of IgY antibodies against B. burgdorferi in birds. Positive to negative (P/N) antigen ratio of 1.987 or greater. Samples that were not seropositive often displayed P/N ratios greater than zero. This is reflected in the binding of natural antibodies to the negative antigen. Our hypothesis that seroprevalence of IgY to B. burgdorferi would be highest among grassland and edge habitat types was not supported. Generalist tick species are strongly dependent on host availability and diversity for survival (Leger et al. 2012). Tick density positively impacts spread of vector-borne illnesses across a region. Habitat connectivity may be a stronger predictor of tick density than habitat type (Nadolney and Gaff 2018). Our hypothesis that seroprevalence of IgY antibody vary among seasons was not supported. Variable to consider in the future, as climate change has been forecasted to lead to an overall increase in tick habitat (Nadolney and Gaff 2018). 1. Loss, S., B. Noden, G. Hamer, and S. Hamer. 2016. A quantitative synthesis of the role of birds in carrying ticks and tick-borne pathogens in North America. Oecologia 182(4): 947-959. 2. Scott, J., J. Anderson, and L. Durden. 2014. First detection of Lyme disease spirochete Borrelia burgdorferi in ticks collected from a raptor in Canada. Journal of Wildlife Rehabilitation 34(2): 11-16. 3. Andone, I., C. Daia, O. Berdilă, V. Popa, V., M. Popa, G. Onose, and D. Blendea. 2013. Actual synthetic overview on Boreliosis (Lyme disease). Infectio.Ro 34(2): 18-24. 4. Caimano, M.J., D. Drecktrah, F. Kung, and D.S. Samuels. 2016. Interaction of the Lyme disease spirochete with its tick vector. Cellular Microbiology 18(7): 919–927. 5. Hamer, S.A., G.J. Hickling, J.L. Sidge, M.E. Rosen, E.D. Walker, and J.I. Tsao. 2011. Diverse borrelia burgdorferi strains in a bird-tick cryptic cycle. Applied & Environmental Microbiology 77(6): 1999-2007. 6. Magnarelli, L.A. 2011. The role of vertebrate hosts in tick-borne infections. Clinical Microbiology Newsletter 33(3): 17-20. 7. Tilly, K., P.A. Rosa, and P.E. Stewart. 2008. Biology of infection with Borrelia burgdorferi. Infectious Disease Clinics of North America 22: 217-234. 8. Nadolny, R.M. and H.D. Gaff. 2018. Modelling the effects of habitat and hosts on tick invasions. Letters in Biomathematics 5(1): 2-29. 9. Isogai, E., S. Tanaka, I. S. Braga, C. Itakura, H. Isogai, K. Kimura, and N. Fujii. 1994. Experimental Borrelia garinii infection of Japanese quail. Infection and Immunity 62(8): 3580–3582. 10. Leger, E., G. Vourch, L. Vial, C. Chevillon, and K.D. Mccoy. 2012. Changing distributions of ticks: causes and consequences. Experimental and Applied Acarology 59(1-2): 219-244. Hypotheses We hypothesized that IgY seroprevalence specific to B. burgdorferi would vary among taxon (Families), due to variation in behavior and habitat use that might lead to variation in exposure to vectors. We hypothesized that seroprevalence of IgY antibody would vary among habitat, with highest values in grassland and edge habitats where vectors most commonly reside. We hypothesized that seroprevalence of IgY to B. burgdorferi would vary among the season in which the bird was captured, reflecting variation in vector activity. Dependent Variable: IgY result (Y / N) Independent Variables: Taxon (family) Habitat Season Figure 2. Four species (family names in parentheses) analyzed for IgY antibodies; (left to right) Great Horned Owl (Strigidae), Barred Owl (Strigidae), Red-tailed Hawk (Accipitridae), and Northern Cardinal (Cardinalidae). Figure 3. A diagram of the ELISA technique used in this study. The target protein in our study was OSP-A, the antigen elicited by B. burgdorferi. Addition of TMB substrate produces coloration after reaction with the enzyme attached to the secondary antibody. Retrieved from https://ruo.mbl.co.jp/bio/e/support/method/elisa.html. N Y N Y N Y High Seroprevalence (25% or higher) Intermediate Seroprevalence (Between 10 and 25%) Low Seroprevalence (10% or less) Not Detected Corvidae (Crows, Jays; 42.8%) Fringillidae (Finches; 18.8%) Strigidae (Owls; 8.2%) Caprimulgidae (Nighthawks, Whip- poor -whils) Turdidae (Robins, Bluebirds; 28.5%) Picidae (Woodpeckers; 17.6%) Accipitridae (Hawks, Eagles; 8.0%) Cardinalidae (Cardinals, Buntings) Columbidae (Doves, Pigeons; 25.0%) Passeridae (House Sparrows; 16.7%) Emberizidae (Sparrows, Juncos) Carthartidae (Vultures; 14.2%) Falconidae (Falcons, Kestrels) Anatidae (Ducks, Geese; 12.5%) Rallidae (Coots, Rails) Ardeidae (Herons, Egrets; 11.1%) Sittidae (Nuthatches) Table 1. The seroprevalence of IgY antibodies specific to B. burgdorferi in 17 families of birds within Central Illinois. | | | Our hypothesis that IgY seroprevalence to B. burgdorferi would vary among taxon (families) was supported. Highest seroprevalence were among songbird families, including Corvidae, Turdidae, and Columbidae (Fig. 5, Table 1). Raptor species were generally low in IgY seroprevalence with the exception of Carthartidae (vultures; Table 1). Lyme exposure may occur more in birds that frequently forage on the ground; B. burgdorferi is a microaerophilic bacterium (Hamer et al. 2011, Caimano et al. 2016). It is uncommon for raptors to harbor ticks via direct attachment (Loss et al. 2016). Future study considerations I. affinis parasitizes birds as immatures (Nadolney and Gaff 2018). Pathways of B. Burgdorferi transmission other than direct tick attachment: Role of predation on B. burgdorferi infection in birds. Bird to bird interactions, such as feeding, territory defense, etc. Stress hormone quantification in seropositive versus seronegative birds. Although physical symptoms were not easily detectable among seropositive birds, frequent antibody presence suggests that avian families are capable of forming adaptive immune responses to Lyme.

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Page 1: Seroprevalence of Lyme Disease (Borrelia burgdorferi) in ... · Figure 4. An example of a 96-well ELISA plate. This image does not display any result from the study and is intended

Results

Literature Cited

Acknowledgments

Abstract DiscussionMethods

Introduction

SeroprevalenceofLymeDisease(Borreliaburgdorferi) inBirdsinCentralIllinoisLoganJ.Bader1,Dr.TravisE.Wilcoxen1,2,JaneSeitz2,&JacquesNuzzo2

1MillikinUniversityBiologyDepartment2IllinoisRaptorCenterDecatur,IL

Manyzoonoticdiseases,suchasLymedisease,canbetransmittedfromwildlifehostsandvectorstoavianpopulations.LymediseaseisacquiredthroughexposuretothebacteriumBorreliaburgdorferi. WhilepaststudiesofLymediseaseinaviancommunitiesremainlargelydescriptive,thisstudyaimstogainanunderstandingofthedevelopmentofantibodiesagainstB.burgdorferi inraptors,songbirds,wadingbirds,andwaterfowl.WehypothesizedthatbirdsthatforageingrassyhabitatswouldpossessthemostelevatedlevelsofIgYantibodiesagainstB.burgdorferiduetomoreexposuretoticks,theprimaryvectorofLyme.Wecollectedbloodsamplesfrom363birdsof17variousfamiliesandperformedanenzyme-linkedimmunosorbentassay(ELISA)todetectthepresenceofIgYantibodiesspecifictoB.burgdorferiineachsample.Ofthesample,11ofthe17familiespossessedIgYtoLyme.FamilieswiththehighestseroprevalenceofIgYspecifictoB.burgdorferi includedCorvidae (Crows,Jays;42.8%); Turdidae (Robins,Bluebirds;28.5%);and Columbidae (Doves,Pigeons;25%).Overall,wefoundthatvariationintheseroprevalenceofLymewassignificantamongtaxonomicgroups.Whileitisclearthatsongbirdspossessthelargestnumberofseropositiveindividuals,therewasnosignificantassociationofhabitatorseasononseroprevalenceofB.burgdorferiinourpopulation.

• Therewasasignificanteffectoftaxon(Family)onseroprevalenceofIgYspecificforB.burgdorferi (X2 =33.757,df =16,p=0.006;Fig.5).

• SeroprevalenceofIgYwasnotpredictedbyhabitat(X2 =0.117,df =6,p=0.679;Fig.6)orseasoncaptured(X2 =0.064,df =3,p=0.698;Fig.7).

IthankDr.Wilcoxenforhisassistanceandinputthroughoutthisproject.IwouldalsolikethankJaneSeitzandJacquesNuzzo fromtheIllinoisRaptorCenterforallowingmetogathersamplesonsite,aswellastheMillikinUniversityBiologyDepartmentfortheopportunitytoparticipateinundergraduateresearch.

RaptorAdmissionsandBloodSampling• Wecollectedbloodsamplesfromeachraptoradmittedfromtheyear

2015throughSummer2018attheIllinoisRaptorCenter(Decatur,IL),aswellasfromsongbirdscapturedinmistnetsintheDecaturarea.

• Allindividualsunderwentphysicalexamination,includingthesearchforanyparasites,specificallyticksastheyserveasvectorsofB.burgdorferi.

• Westudiedatotalof363birdsfrom17families.

Enzyme-LinkedImmunosorbentAssay(ELISA)• Plasmasampleswereisolatedfrombloodusingcentrifugation.• EachsamplewasplatedontoawellcoatedwithB.burgdorferi antigenas

thepositiveantigen(OSP-Aprotein)andkidneybeanlectinprotein(phytohaemagglutinin,PHA)asthenegativeantigen.

• Allbirdswithapositivetonegative(P/N)antigenratioof1.987orgreaterwereconsidered“seropositive.”

Statistics• WeassesseddifferencesinquantitiesofIgYbetweentaxon,habitattype,

andseasonusingageneralizedlinearmodel.

• Thestrengthoftheseroprevalence(SP)ofIgYantibodywasindicatedbasedonthepercentageofindividualswithapositiveELISAresultfromeachfamily(Table1):

• HighSP:SignificantIgYlevelsin25%ormoreofindividuals• IntermediateSP:SignificantIgYlevelsin10to25%ofindividuals• LowSP:SignificantIgYlevelsin10%orlessofindividuals• NodetectionofIgYspecificforB.Burgdorferi.

• Weusedap-valueof0.05orlesstodeterminestatisticalsignificance.

Figure4.Anexampleofa96-wellELISAplate.Thisimagedoesnotdisplayanyresultfromthestudyandisintendedforvisualpurposesonly.

• ThemajorityofresearchinvolvingtheacquisitionofLymediseasebybirdsremainslargelydescriptive(Lossetal.2016).Additionally,veryfewstudieshaveinvolvedraptors(Scottetal.2014).

• ThecausativeagentofLymeisBorreliaburgdorferi,whichisidentifiedbyitshelicalshapeandexpressionofavarietyofsurfaceproteins(Andone etal.2013).Specifically,OSP-Aisastrongantigenthatelicitstheimmuneresponseinthehost(Caimano etal.2016).

• TheprimaryvectorofLymeisthetickspeciesIxodesaffinis(Hameretal.2011).OnsetofinfectionoccurswhenB.burgdorferiisingestedbythetick(Magnarelli2011,Lossetal.2016,Tillyetal.2008).

• I.affinisisgenerallyfoundindisturbedforesthabitat(Nadolny andGaff2018).

• ReservoirsofB.burgdorferitransmittheagentforlongperiodswithoutshowingobvioussymptomsofthedisease(Isogai etal.1994).

• MigratorybirdsareaknownvectorofLymedisease(Andone etal.2013).

• Thepurposeofthisstudywastoanalyzewhetherdifferencesintaxonomy(family),habitat,andseasonalteredtheseroprevalenceofimmunoglobulinY(IgY)toB.burgdorferi inbirdsofCentralIllinois.

Figure1.TheenzooticcycleofB.burgdorferi.LarvalticksmustacquireB.burgdorferibyfeedingonaninfectedvertebrate(Caimano etal.2016).

Figure5.TheinteractionoffamilygroupandtheseroprevalenceofIgYspecifictoB.burgdorferiwithinapopulationofraptorsandsongbirdsinCentralIllinois.

Figure6.AcomparisonoftheseroprevalenceofIgYspecificforB.burgdorferiamongthefollowinghabitats:bottomland(BL),tallgrass/lowwoodymix(DG),edge(E),forest(F),opengrassland(OG),urban(U),wetland(W).

Figure7.AcomparisonoftheseroprevalenceofIgYspecificforB.burgdorferiamongseasons.

• WedeterminedthatourELISAwasabletodetectthepresenceofIgYantibodiesagainstB.burgdorferi inbirds.

• Positivetonegative(P/N)antigenratioof1.987orgreater.• SamplesthatwerenotseropositiveoftendisplayedP/Nratios

greaterthanzero.Thisisreflectedinthebindingofnaturalantibodiestothenegativeantigen.

• OurhypothesisthatseroprevalenceofIgYtoB.burgdorferi wouldbehighestamonggrasslandandedgehabitattypeswasnotsupported.

• Generalisttickspeciesarestronglydependentonhostavailabilityanddiversityforsurvival(Legeretal.2012).

• Tickdensitypositivelyimpactsspreadofvector-borneillnessesacrossaregion.Habitatconnectivitymaybeastrongerpredictoroftickdensitythanhabitattype(Nadolney andGaff2018).

• OurhypothesisthatseroprevalenceofIgYantibodyvaryamongseasonswasnotsupported.

• Variabletoconsiderinthefuture,asclimatechangehasbeenforecastedtoleadtoanoverallincreaseintickhabitat(NadolneyandGaff2018).

1. Loss,S.,B.Noden,G.Hamer,andS.Hamer.2016.Aquantitativesynthesisoftheroleofbirdsincarryingticksandtick-bornepathogensinNorthAmerica. Oecologia 182(4):947-959.

2. Scott,J.,J.Anderson,andL.Durden. 2014.FirstdetectionofLymediseasespirocheteBorreliaburgdorferiintickscollectedfromaraptorinCanada. JournalofWildlifeRehabilitation 34(2):11-16.

3. Andone,I.,C.Daia,O.Berdilă,V.Popa,V.,M.Popa,G.Onose,andD.Blendea.2013.ActualsyntheticoverviewonBoreliosis (Lymedisease). Infectio.Ro 34(2):18-24.

4. Caimano,M.J.,D.Drecktrah,F.Kung,andD.S.Samuels.2016.InteractionoftheLymediseasespirochetewithitstickvector. CellularMicrobiology 18(7):919–927.

5. Hamer,S.A.,G.J.Hickling,J.L.Sidge,M.E.Rosen,E.D.Walker,andJ.I.Tsao.2011.Diverseborreliaburgdorferistrainsinabird-tickcrypticcycle. Applied&EnvironmentalMicrobiology 77(6):1999-2007.

6. Magnarelli,L.A.2011.Theroleofvertebratehostsintick-borneinfections. ClinicalMicrobiologyNewsletter 33(3):17-20.

7. Tilly,K.,P.A.Rosa,andP.E.Stewart.2008.BiologyofinfectionwithBorreliaburgdorferi.InfectiousDiseaseClinicsofNorthAmerica 22:217-234.

8. Nadolny,R.M.andH.D.Gaff.2018.Modellingtheeffectsofhabitatandhostsontickinvasions.LettersinBiomathematics5(1):2-29.

9. Isogai,E.,S.Tanaka,I.S.Braga,C.Itakura,H.Isogai,K.Kimura,andN.Fujii.1994.ExperimentalBorreliagarinii infectionofJapanesequail. InfectionandImmunity 62(8):3580–3582.

10. Leger,E.,G.Vourch,L.Vial,C.Chevillon,andK.D.Mccoy.2012.Changingdistributionsofticks:causesandconsequences.ExperimentalandAppliedAcarology 59(1-2):219-244.

Hypotheses• WehypothesizedthatIgYseroprevalencespecifictoB.burgdorferi wouldvary

amongtaxon(Families),duetovariationinbehaviorandhabitatusethatmightleadtovariationinexposuretovectors.

• WehypothesizedthatseroprevalenceofIgYantibodywouldvaryamonghabitat,withhighestvaluesingrasslandandedgehabitatswherevectorsmostcommonlyreside.

• WehypothesizedthatseroprevalenceofIgYtoB.burgdorferi wouldvaryamongtheseasoninwhichthebirdwascaptured,reflectingvariationinvectoractivity.

DependentVariable:• IgYresult(Y/N)

IndependentVariables:• Taxon(family)• Habitat• Season

Figure2.Fourspecies(familynamesinparentheses)analyzedforIgYantibodies;(lefttoright)GreatHornedOwl(Strigidae),BarredOwl(Strigidae),Red-tailedHawk(Accipitridae),andNorthernCardinal(Cardinalidae).

Figure3.AdiagramoftheELISAtechniqueusedinthisstudy.ThetargetproteininourstudywasOSP-A,theantigenelicitedbyB.burgdorferi.AdditionofTMBsubstrateproducescolorationafterreactionwiththeenzymeattachedtothesecondaryantibody.Retrievedfromhttps://ruo.mbl.co.jp/bio/e/support/method/elisa.html.

NY

NY

NY

HighSeroprevalence(25%orhigher)

IntermediateSeroprevalence(Between10and25%)

LowSeroprevalence(10%orless)

NotDetected

Corvidae (Crows,Jays;42.8%) Fringillidae(Finches;18.8%) Strigidae(Owls;8.2%) Caprimulgidae (Nighthawks,Whip-poor-whils)

Turdidae (Robins,Bluebirds;28.5%)

Picidae(Woodpeckers;17.6%) Accipitridae(Hawks,Eagles;8.0%)

Cardinalidae (Cardinals,Buntings)

Columbidae (Doves,Pigeons;25.0%)

Passeridae(HouseSparrows;16.7%) Emberizidae (Sparrows,Juncos)

Carthartidae(Vultures;14.2%) Falconidae (Falcons,Kestrels)

Anatidae(Ducks,Geese;12.5%) Rallidae (Coots,Rails)

Ardeidae(Herons,Egrets;11.1%) Sittidae (Nuthatches)

Table1.TheseroprevalenceofIgYantibodiesspecifictoB.burgdorferi in17familiesofbirdswithinCentralIllinois.

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• OurhypothesisthatIgYseroprevalencetoB.burgdorferi wouldvaryamongtaxon(families)wassupported.

• Highestseroprevalencewereamongsongbirdfamilies,includingCorvidae,Turdidae,andColumbidae (Fig.5,Table1).

• RaptorspeciesweregenerallylowinIgYseroprevalencewiththeexceptionofCarthartidae (vultures;Table1).

• Lymeexposuremayoccurmoreinbirdsthatfrequentlyforageontheground;B.burgdorferiisamicroaerophilicbacterium(Hameretal.2011,Caimano etal.2016).

• Itisuncommonforraptorstoharborticksviadirectattachment(Lossetal.2016).

• Futurestudyconsiderations• I.affinisparasitizesbirdsasimmatures(Nadolney andGaff2018).• PathwaysofB.Burgdorferi transmissionotherthandirecttick

attachment:• RoleofpredationonB.burgdorferiinfectioninbirds.• Birdtobirdinteractions,suchasfeeding,territory

defense,etc.• Stresshormonequantificationinseropositiveversus

seronegativebirds.

• Althoughphysicalsymptomswerenoteasilydetectableamongseropositivebirds,frequentantibodypresencesuggeststhatavianfamiliesarecapableofformingadaptiveimmuneresponsestoLyme.