Association between body size and reservoir competence of mammals bearing Borrelia burgdorferi at an endemic site in the northeastern United States
Parasites & Vectors volume 8, Article number: 299 (2015)
The reservoirs for the Lyme disease agent, Borrelia burgdorferi, are dominated by several different small to medium sized mammals in eastern North America.
To experimentally assess the competence of different mammalian species to transmit this pathogen to ticks, we carried out quantitative species-specific PCR of individual nymphal Ixodes scapularis ticks, which had been collected as replete larvae from animals captured at a field site in eastern Connecticut and then allowed to molt in the laboratory. The mammals, in order of increasing body mass, were the white-footed mouse, pine vole, eastern chipmunk, gray squirrel, Virginia opossum, striped skunk, and common raccoon. The prevalence of infection in the nymphs and the counts of spirochetes in infected ticks allometrically scaled with body mass with exponents of −0.28 and −0.29, respectively. By species, the captured animals from the site differed significantly in the mean counts of spirochetes in the ticks recovered from them, but these associations could not be distinguished from an effect of body size per se.
These empirical findings as well as inferences from modeling suggest that small mammals on the basis of their sizes are more competent as reservoirs of B. burgdorferi in this environment than medium-to large-sized mammals.
Borrelia burgdorferi, the predominant agent of Lyme disease in North America, is a generalist microparasite and exploits several different species of mammals and birds as reservoirs . Transmission between vertebrate hosts in the eastern and central United States and adjoining areas of Canada is accomplished by the tick Ixodes scapularis. As a step towards further defining relative contributions of different hosts in B. burgdorferi’s natural cycle, we compared the competence of the white-footed mouse Peromyscus leucopus and selected other mammalian species in transmitting the pathogen to ticks. We used quantitative PCR to identify and measure the burden of B. burgdorferi in the nymphs derived from larvae that had naturally infested and fed on different hosts captured at a field site, Lake Gaillard, in Connecticut . Reservoir competence was defined as the proportion of molted nymphs bearing B. burgdorferi after having fed as larvae upon a B. burgdorferi-infected animal. Quantitation of the spirochetes in each tick provided an additional assessment of competence. Nymphal ticks may be infected, as revealed by qualitative PCR or immunofluorescence, but they may be inadequate as vectors if spirochete counts are low .
Species-specific PCR for B. burgdorferi had been carried out on 1157 flat I. scapularis nymphs which had been recovered as engorged larvae from 62 mammals captured at the field site and then allowed to molt in the laboratory . All trapping and handling procedures were approved by the Yale University Institutional Animal Care and Utilization Committee (Study Protocol 07596). Here we also report results for the relapsing fever agent B. miyamotoi . The overall prevalences of B. burgdorferi and B. miyamotoi were 19.3 and 0.8 %, respectively, with a single (0.09 %) co-infection, the expectation for independence of infections . These nymphal infection prevalences were similar to that reported for questing nymphs at this Connecticut site  and from other areas of the northeastern United States . We carried out quantitation of B. burgdorferi in 641 ticks from 32 mammals, each with ≥4 recovered ticks, one or more of which was bearing ≥5 spirochete cells  (Table 1). The set comprised ticks from 3 eastern chipmunks (Tamias striatus), 14 white-footed mice (P. leucopus), 4 Virginia opossums (Didelphis virginiana), 3 common raccoons (Procyon lotor), 4 gray squirrels (Sciurus carolinensis), and 3 pine voles (Microtus pinetorum) , as well as one striped skunk (Mephitis mephitis). The methods for quantitative PCR and genotyping were as described [5, 7, 8]. The overall prevalence of B. burgdorferi in these examined ticks from infected mammals was 34 % (217 of 641), while infection prevalences in nymphs obtained from individual animals ranged from 4 to 100 %. The spirochete counts in 90 individual infected ticks from 14 mice approximated a log-normal distribution. The median count was 6833, the mean was 17,045, and the 5th and 95th percentile values were 600 and 37,099.
The 8 different B. burgdorferi genotypes defined by the 16S–23S intergenic spacer (IGS) , and identified previously , did not appreciably differ in their counts in ticks recovered from P. leucopus and bearing a single genotype. The sample’s most frequent genotypes were IGS type 2 (n = 10), 3 (n = 8), and 5 (n = 5). The corresponding mean (95 % confidence interval) spirochete burdens by genotype were 5259 (2958–9352), 3612 (1234–10,571), and 5073 (2357–10,921) (ANOVA F 2,20 = 0.26; p = 0.77). When all genotypes were grouped according to the RST typing scheme  as I (types 1 and 3; n = 11), II (type 2; n = 10, or III (types 4–8; n = 10), the spirochete burdens were 4158 (1804–9583), 5259 (2958–9352), and 8575 (4639–15,850), respectively (F 2,28 = 1.05; p = 0.36).
We noted that species and individual animals represented in this survey varied not only in the prevalence of infections in their ticks but also in the counts of spirochetes in the ticks. For instance, for the majority of infected P. leucopus every tick recovered from an animal had B. burgdorferi and the spirochete burdens in these mouse-derived ticks were 3- to 9-fold higher than the counts in the ticks from opossums, raccoons, squirrels, and the skunk (Table 1). Voles and chipmunks resembled the mice in having high average counts per infected tick but, like the four larger mammals, tended to have lower prevalences of infections among the nymphs than was observed with the mice. The observations suggested an association with size of the mammal. We examined this possible relationship using the midpoint of the ranges of body masses in grams given by the Smithsonian National Museum of Natural History (http://www.mnh.si.edu/mna/main.cfm): vole (25.5), chipmunk (115), squirrel (544), opossum (2800), skunk (3250), and raccoon (6100). The value of 20 g for midpoint mass given for P. leucopus was same value as the mean of 298 adult P. leucopus captured at the field site in other collections (unpublished findings). These values closely corresponded with those provided by the AnAge database (http://genomics.senescence.info/species).
Nymphal infection prevalence (i P ) decreased with body size (w): i P = 1.8w −0.29; R 2 = 0.43; F 1,29 = 21.5; p <0.0001. Spirochete counts (n) in individual infected ticks similarly decreased with w: n = 15,284w −0.28; R 2 = 0.37; F 1,29 = 17.2; p <0.0001. The product of infection prevalence and mean spirochete load normalized the counts across every tick collected from an individual animal of each of the 6 species (Table 1). The log-transformed normalized counts differed by species (ANOVA; R 2 = 0.66; F 6,24 = 7.9; p <0.0001). But the species association for this estimate of reservoir competence was not distinguishable from an equally strong association with body mass alone (Fig. 1).
LoGiudice et al. performed a similar study of mammals and their attached larval ticks, which were collected in New York . B. burgdorferi and B. miyamotoi were detected by genus-specific antibodies and immunofluorescence and not quantitatively, but the study assessed the prevalence of infection in all the ticks obtained from each animal. Analysis of the summarized data shows a similar negative association between body size over several orders of magnitude and a measure the authors called reservoir competence, which effectively was nymphal infection prevalence (Fig. 2). The species represented were, with exception of voles, the same as those examined here, with the addition of the common shrew (Sorex cinereus), short-tailed shrew (Blarina brevicauda), and white-tailed deer (Odocoileus virginianus). In an earlier study, which used the same criterion of reservoir competence, P. leucopus mice had comparatively greater competence than the larger chipmunk in an experimental study of this species and chipmunks .
We do not discount the roles of demography or life history, nor various species-specific resistances and susceptibilities to infection , in accounting for the observations reported here and by others. But appreciative of the heuristic tool of Occam’s Razor, i.e. among competing hypotheses, the one with the fewest assumptions should be selected, we propose consideration of an allometric explanation as well. One way in which body size may cash out in reservoir competence is in differing time periods for a vertebrate to achieve a state of infectiousness for ticks, namely, to reach a tissue or blood density above which feeding ticks would acquire the pathogen . Noting that minimal infectious doses of B. burgdorferi appear to be 200 bacteria or fewer for dogs, laboratory rats, and mice [12–14], we posit that inocula required for acquiring this pathogen do not appreciably scale with body size of the host. With a discrete deterministic model we estimated the time (t) in days it took for a pathogen to reach a particular density (c) per gram of body mass when infections began with one organism. For this exercise, body size, w, was in grams and the pathogen’s doubling rate, v, was in hours.
Figure 3 shows the association between body size and time to infectiousness in this simple model for growth rates that ranged from a 6 h doubling time typical of in vitro cultivation of B. burgdorferi  to 1 of 12 h, which may more accurately represent proliferation in a naïve vertebrate host . The target density was 105 spirochetes per gram of tissue, which was the median density of spirochetes in ear tissue in naturally-infected white-footed mice . The body sizes were those for species of this study. Between the smallest and largest animals there was a difference of 1.5 to 4 days before the putative threshold for infectiousness in this model was reached, depending on the in vivo growth rate.
In a dynamical model of epidemics of De Leo and Dobson, transmission scaled allometrically with body size, increasing with size when transmission was density-dependent and decreasing with size for frequency-dependent transmission, which more suitably applies to vector-borne infections . The empirically-determined scaling exponents of −0.29 for prevalence of infection and −0.28 for bacterial counts per infected tick were close to the body size exponent of −0.26 for the account of frequency-dependent transmission in De Leo and Dobson’s model. The importance of body size of either the host or the macroparasite on the epidemiology of an infection was also explored by Morand and Poulin  and by Bolzoni et al. . Taken together with these other perspectives on the phenomenon, our findings prompt further study of the effect of body size on reservoir competence. A priority is on examining this relationship with other vector-borne pathogens and their natural hosts.
Piesman J, Schwan TG. Ecology of borreliae and their arthropod vectors. In: Samuels DS, Radolf JD, editors. Borrelia. Molecular biology, host interaction, and pathogensis. Norfolk, UK: Caister Academic Press; 2010. p. 251–78.
Hanincová K, Kurtenbach K, Diuk-Wasser M, Brei B, Fish D. Epidemic spread of Lyme borreliosis, northeastern United States. Emerg Infect Dis. 2006;12(4):604.
Tsao J, Barbour AG, Luke CJ, Fikrig E, Fish D. OspA immunization decreases transmission of Borrelia burgdorferi spirochetes from infected Peromyscus leucopus mice to larval Ixodes scapularis ticks. Vector-borne Zoonotic Dis. 2001;1(1):65–74.
Kurtenbach K, Hanincová K, Tsao JI, Margos G, Fish D, Ogden NH. Fundamental processes in the evolutionary ecology of Lyme borreliosis. Nature Rev Microbiol. 2006;4(9):660–9. doi:10.1038/nrmicro1475.
Barbour AG, Bunikis J, Travinsky B, Hoen AG, Diuk-Wasser MA, Fish D, et al. Niche partitioning of Borrelia burgdorferi and Borrelia miyamotoi in the same tick vector and mammalian reservoir species. Am J Trop Med Hyg. 2009;81(6):1120–31. doi:10.4269/ajtmh.2009.09-0208.
Tsao JI, Wootton JT, Bunikis J, Luna MG, Fish D, Barbour AG. An ecological approach to preventing human infection: vaccinating wild mouse reservoirs intervenes in the Lyme disease cycle. Proc Natl Acad Sci U S A. 2004;101(52):18159–64. doi:10.1073/pnas.0405763102.
Travinsky B, Bunikis J, Barbour AG. Geographic differences in genetic locus linkages for Borrelia burgdorferi. Emerg Infect Dis. 2010;16(7):1147–50.
Baum E, Hue F, Barbour AG. Experimental infections of the reservoir species Peromyscus leucopus with diverse strains of Borrelia burgdorferi, a Lyme disease agent. MBio. 2012;3(6):e00434–12. doi:10.1128/mBio.00434-12.
Wormser GP, Liveris D, Nowakowski J, Nadelman RB, Cavaliere LF, McKenna D, et al. Association of specific subtypes of Borrelia burgdorferi with hematogenous dissemination in early Lyme disease. J Infect Dis. 1999;180(3):720–5.
LoGiudice K, Ostfeld RS, Schmidt KA, Keesing F. The ecology of infectious disease: effects of host diversity and community composition on Lyme disease risk. Proc Natl Acad Sci U S A. 2003;100(2):567–71. doi:10.1073/pnas.0233733100.
Mather TN, Wilson ML, Moore SI, Ribiero JM, Spielman A. Comparing the relative potential of rodents as reservoirs of the Lyme disease spirochete (Borrelia burgdorferi). Am J Epidemiol. 1989;130(1):143–50.
Burgess EC. Experimental inoculation of dogs with Borrelia burgdorferi. Zentralbl Bakteriol Mikrobiol Hyg A. 1986;263(1–2):49–54.
Moody KD, Barthold SW. Relative infectivity of Borrelia burgdorferi in Lewis rats by various routes of inoculation. Am J Trop Med Hyg. 1991;44(2):135–9.
Barthold SW. Infectivity of Borrelia burgdorferi relative to route of inoculation and genotype in laboratory mice. J Infect Dis. 1991;163(2):419–20.
Barbour AG. Laboratory aspects of Lyme borreliosis. Clin Microbiol Rev. 1988;1(4):399–414.
Barthold SW, Cadavid D, Phillip MT. Animal models of borreliosis. In: Radolf JD, Samuels DS, editors. Borrelia. Molecular biology, host interaction, and pathogenesis. Norfolk, UK: Caister Academic Press; 2010. p. 359–412.
De Leo GA, Dobson AP. Allometry and simple epidemic models for microparasites. Nature. 1996;379(6567):720–2. doi:10.1038/379720a0.
Morand S, Poulin R. Body size-density relationships and species diversity in parasitic nematodes: patterns and likely processes. Evol Ecol Res. 2002;4(7):951–61.
Bolzoni L, De Leo GA, Gatto M, Dobson AP. Body-size scaling in an SEI model of wildlife diseases. Theor Popul Biol. 2008;73(3):374–82. doi:10.1016/j.tpb.2007.12.003.
We thank Maria Diuk-Wasser for her contribution to the earlier phase of the study, which was reported in ref. , and Hany Mattous for technical assistance. The paper is dedicated to the memories of Brandon Brei and Klaus Kurtenbach, who were important contributors to the earlier phase of the study. The work was supported by NIH grants AI-37248 and AI-065359 (AGB and JB) and by US Department of Agriculture/Agriculture Research Service Cooperative Agreements 58-0790-7-073 and 58-079-5-068, and a grant from the G. Harold and Leila Y. Mathers Charitable Foundation (DF and KH). The funding bodies had no role in the design, collection, analysis, and interpretation of the data; in the writing of the manuscript; or in the decision to submit the manuscript for publication.
The authors declare that they have no competing interests.
KH conceived of the field-based study, carried out the mammal collections, managed the recovered ticks, extracted the DNA, performed the PCR, and participated in the analysis of the data. JB designed and developed the quantitative PCR assay, performed the PCR, and participated in the analysis of the data. DF contributed to the design of the field-based study, provided for the collection and maintenance of ticks, and participated in the analysis of the data. AB conceived of the design of the analysis reported here, performed the statistical analysis and modeling, and drafted the manuscript. All authors read and approved the final manuscript.
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Barbour, A.G., Bunikis, J., Fish, D. et al. Association between body size and reservoir competence of mammals bearing Borrelia burgdorferi at an endemic site in the northeastern United States. Parasites Vectors 8, 299 (2015). https://doi.org/10.1186/s13071-015-0903-5
- Lyme disease
- Lyme borreliosis
- Borrelia miyamotoi