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Lineages of B. burgdorferi can be classified by the allele at the highly variable outer surface protein C (ospC) locus. Although the function of OspC is currently unknown, it is required for the initiation of infection in mammalian hosts.12 Most tick populations sampled in the northeastern United States contain 16 of the presently identified distinct B. burgdorferi lineages (called ospC major groups), labeled A through N, T, and U.5,8,13 The population structure of B. burgdorferi is nearly clonal because the rate of horizontal transfer is astoundingly low.14–16 Recent experiments suggest that these lineages are also serotypically different because of the OspC allele present.11 However, differential dissemination is not necessarily caused by variation in the ospC gene used to mark the lineages; the results could be explained by the function of OspC or of a linked gene or genes.
Each mammalian species that is a reservoir for B. burgdorferi transmits only a subset of the 16 recognized genotypes found in the northeastern United States to feeding larval ticks.5,17 For example, Peromyscus leucopus (white-footed mouse) transmits genotypes A, B, D, F, G, I, and K to feeding ticks, and Blarina brevicauda (short-tailed shrew) transmits genotypes A, D, E, F, K, and T. This study assumes that only genotypes found in ticks feeding on an animal have established a disseminated and stable infection in that animal.
Seinost and others7 suggested that only four genotypes, A, B, I, and K, cause disseminated infections in humans. Genotypes were categorized into three groups: those that are found in nymphal ticks but not at the site of the tick bite in human skin (F and L), those found in the skin but not in the blood or cerebrospinal fluid (CSF) (C, D, E, G, H, J, M, N, T, and U), and those found in the blood and CSF (A, B, I, and K). The second group is assumed to give only a transient, localized infection, and the third group is assumed to cause a stable disseminated infection. A similar, although less resolved, pattern of human infection is visible if strains are categorized by polymerase chain reaction (PCR) and restriction fragment length polymorphism (RFLP) analysis of the 16S–23S ribosomal spacer region.18,19 Three distinct RFLP genotypes (RSTs) are found in human skin at similar frequencies, RST1 at 25%, RST2 at 38%, and RST3 at 30%, but in human blood at dramatically different frequencies, RST1 and RST2 at approximately 45% each, and RST3 was found in less than 10% of human patients.18 Thus, B. burgdorferi strains disseminate from the site of the initial infection to the blood with different probabilities, regardless of the genetic marker used to categorize the strains.
However, one cannot assess the lineages transmitted by feeding ticks to determine which lineages can establish stable infections in humans. A strain found in human blood is assumed to disseminate and consequently cause stable infections in humans. However, this idea is also controversial because it has been shown that one lineage that transiently invaded the blood stream did not maintain a stable infection in mice.20 Regardless, only those genotypes regularly found in human blood have been found in human CSF, suggesting that dissemination to blood and establishing a disseminated infection are tightly correlated.
In this report, we present data suggesting that the criteria used to define "invasive" genotypes described by Seinost and others,7 any genotype found in human blood is invasive, should be reconsidered. Recent studies have found genotypes in human blood samples other than those observed by Seinost and others,7 suggesting that at least eight of the 16 genotypes found in the northeastern United States are invasive in humans by these standards.10,11 In understanding the importance of a genotype as a human pathogen, a more important measure is the degree to which these genotypes differ in their ability to disseminate and establish stable infections in humans. In this report, we develop a metric to measure the relative human invasiveness of B. burgdorferi genotypes with the assumption that those lineages that are highly invasive will also form long-term stable infections.
Determination of ospC genotype. The ospC genotype was determined using PCR and reverse line blotting (RLB). Each culture was screened for B. burgdorferi by PCR targeting the ospC locus.5 Positive samples (66 of 67 tested) were subjected to RLB to determine the ospC allele present. The methodology and oligonucleotides used for RLB were described previously.5,7,8 The RLB results from 16 B. burgdorferi isolates were confirmed by sequencing of the PCR amplicon with 100% concordance.
Tick samples. The proportion of blood infections in which genotype i is found is a function of the frequency at which humans are exposed to genotype i through a tick bite, and the probability genotype i will disseminate to the blood given that a person is exposed. To determine the probability genotype i will disseminate given human exposure, we must know both the proportion of blood infections with genotype i, as well as the frequency at which humans are exposed to genotype i through a tick bite. In this report, we assume that the frequency humans are exposed to each genotype through a tick bite is proportional to the frequency at which each genotype is found in the local I. scapularis population. As previously stated, most patients with a disseminated B. burgdorferi infection seen at Westchester Medical Center acquired the Lyme bacteria in the southern counties of New York. Therefore, we used the published genotype frequencies found in eight I. scapularis populations located in southern New York5,8,23 to estimate the frequency at which humans are exposed to each ospC genotype.
Relative invasiveness: a measure of genotype dissemination. We calculate the metric of relative invasiveness in humans of genotype i as the proportion of blood isolates that are genotype i divided by the probability of exposure to genotype i, i.e., the proportion of genotype i found in ticks. Relative invasiveness values above 1 indicate that genotype i is at a higher frequency in the human blood than in tick populations; the opposite is true for values below 1. Assuming that genotype i reaches human skin in proportion to its frequency in tick populations,24 one would expect the same proportion of genotype i in human blood and in ticks if all genotypes disseminated with the same probability (i.e., relative invasiveness would equal 1). However, the tick population from which each patient was exposed is unknown (and likely unsampled). Additionally, the genotype frequency distributions differ significantly (in a statistical sense) among the populations,8,25 potentially biasing our measures of the relative invasiveness for each genotype. Thus, we calculated the relative invasiveness for each genotype from each of the eight populations separately and report the median and range for this metric. We ranked the genotypes according to the invasiveness metric calculated from each of the tick populations. Some genotypes were not assayed for in some of the tick populations; relative invasiveness values of these genotypes were not calculated from these populations.
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The probability that a human will acquire a disseminated B. burgdorferi infection is a function of the probability of dissemination and the probability of exposure, both of which differ considerably among genotypes in humans (Tables 1
and 2
). Our findings suggest that the probability that genotypes A, I, and K will disseminate, given that they are present in ticks, is roughly twice that of genotype B and N; the remaining genotypes detected in our patient sample lag far behind. These latter genotypes appear to disseminate rarely in northeastern patients even though they are readily found in ticks in the lower Hudson Valley,23 although this may change with increased sampling. We propose that all genotypes can enter the bloodstream with some probability but, for many, that probability is low. Genotypes A, B, I, K, and N all appear to disseminate readily into human blood. The predominance of genotypes A and K in human blood compared with other highly invasive genotypes (Table 1
) is likely caused by a higher human exposure rate of these genotypes given their abundance in natural tick populations.
The metric we report, the relative invasiveness of each genotype, shows the change in genotype frequency from ticks to human blood. The range of relative invasiveness values observed in this study indicates that a filter that discriminates among genotypes exists between ticks and the human circulatory system, preferentially rejecting certain genotypes and commonly allowing others through. Genotypes A, I, and K are found in human blood twice as frequently as they are found in tick populations (range = 1.7–4.2x), whereas genotypes B and N are found at approximately the same frequencies in ticks and human blood (range = 0.8–2.3x) (Table 2
). These data indicate that the probability of dissemination from tick to blood is greater for some genotypes than for others.
Alternatively, the frequency of human exposure may be greater for genotypes A, I, and K than expected given their frequencies in ticks, leading to their overrepresentation in human blood. This could occur in a number of scenarios. First, the tick populations sampled were not those from which human patients acquired their infections, potentially biasing our metric of relative invasiveness. For this reason, we calculated this metric using eight tick populations displaying significantly different ospC frequency distributions and the relative invasiveness metric was robust to these variations; the ranks of the invasiveness of the genotypes were relatively constant among the populations. Thus, although ospC frequency distributions differ among locations and from year to year, the predominance of certain genotypes (A, K, and I, and B and N) in human blood overwhelms the effects of this variation.
Second, all of the tick populations used in this study were sampled from state parks, yet most Lyme disease cases are contracted peri-domestically.26,27 The frequency of ospC genotypes in semi-pristine state parks may differ substantially from the frequency distribution found around suburban homes, thus biasing our estimates of relative invasiveness. For this to occur, the ospC frequency distribution in all suburban areas in southern New York would need to be biased toward A, B, I, and K, even though the surrounding areas contained all genotypes at relatively even frequencies.8 This could occur if the animal community composition differed in suburbs, as it likely does,28 and each animal species acts as a different niche for ospC genotypes.5 However, this scenario necessitates the assumption that animal species are infected with different genotypes, which supports the hypothesis that humans would also be infected by different genotypes.7 Additionally, mice, which are the most prevalent small animals around suburban homes, also transmit genotypes D, F, and G in addition to A, B, I, and K,5 yet these genotypes are rarely found in the blood of patients. Regardless, genotypes A, B, I, and K cause most human infections in the northeastern United States and thus should be the primary target for vaccines, prevention measures, and treatments.
Relative invasiveness indicates that there are significant differences among genotypes in their ability to cause disseminated human infections. An alternative explanation is that genotypes with relatively high invasiveness are actually able to persist in human blood for more time than the less "invasive" genotypes and are thus more likely to be sampled. In the field, genotype A appears to produce a persistent infection in P. leucopus, but genotype E does not.5 Experimentally, both genotypes A and E can disseminate into mouse blood,20 but only genotype A forms a stable, persistent infection; genotype E is eradicated from all mice. It is conceivable that genotype E was rarely seen in the study of Brisson and Dykhuizen5 because it did not persist from the infection in late spring to the late summer sampling. Thus, the strains characterized in the current study as having high relative invasiveness may only produce a spirochetemia of greater duration in humans. However, only genotypes A, B, I, K, and N have been found in CSF, suggesting that these types do disseminate in humans with a higher probability than other genotypes.7,11
Nymphal ticks transmit most infections to humans,21 yet our statistic uses both nymphal and adult tick populations. However, genotype frequencies do not differ among nymphal and adult ticks except for genotypes K and N. Genotype K is slightly lower in adult ticks (
2 = 4.9, P ~0.025), and the frequency of genotype N is substantially higher (
2 = 10.1, P ~ 0.001). Consequently, if most human infections are caused by nymphal ticks, the relative invasiveness of genotype K may be slightly lower than we report and that of genotype N may be dramatically higher, putting genotype N on par with genotypes A, I, and K as one of the most invasive genotypes.
Although genotype N disseminates with a relatively high probability, it was not detected in the 32 human patients with blood or CSF infections examined by Seinost and others,7 even though three patients with erythema migrans had genotype N in their skin. Assuming that the true frequency of type N in the blood or CSF of humans in the northeastern United States is 4 in 66 (Table 1
), we expect that in a random sample of 32 patients none will be infected by genotype N 13.5% of the time (1 – (4/66)32 = 0.135). Thus, it is likely that genotype N was missed by chance from the small sample of 32 patients. With the much larger sample of 120 patients, the probability of not identifying a highly invasive genotype has become exceedingly low. However, human invasive genotypes not present in the northeastern United States may be found in patients from other Lyme disease foci such as Europe, the Midwest, or the west coast of the United States.29
The impact of an ospC genotype on human health is the result of both the invasiveness of that genotype and the frequency of human exposure. Genotypes A and K, in addition to being highly invasive in humans, are also the most common genotypes found in tick populations in the northeast United States, resulting in the preponderance of genotypes A and K found in human blood (76 of 120 [63%] [Table 1
]). Genotypes I and N, and also highly invasive in humans, are less common in tick populations than A and K. Other Lyme disease foci, such as the mid-Atlantic, upper Midwest, Pacific coast, and Europe, may have a different frequency distribution of genotypes, which will result in a proportional difference in the frequency of genotypes found in human blood.10,11 Vaccines to control the Lyme disease epidemic may need to differ by region depending on the invasive genotypes that are common in local tick populations.
Received August 15, 2007. Accepted for publication January 11, 2008.
Acknowledgment: We thank Klara Hanincova for helpful comments.
Financial support: This study was supported by Public Health Service grants GM31912 (Daniel E. Dykhuizen) and AR41511 (Ira Schwartz).
* Address correspondence to Dustin Brisson, Department of Biology, University of Pennsylvania, Leidy 326 Philadelphia, PA 19104-6018. E-mail: dbrisson{at}sas.upenn.edu ![]()
Authors addresses: Daniel E. Dykhuizen, Department of Ecology and Evolution, Stony Brook University, Stony Brook, NY 11794. Dustin Brisson, Department of Biology, University of Pennsylvania, Philadelphia, PA 19104. Sabina Sandigursky and Ira Schwartz, Department of Microbiology and Immunology, New York Medical College, Valhalla, NY 10595. Gary P. Wormser, John Nowakowski, and Robert B. Nadelman, Division of Infectious Diseases, Department of Medicine, New York Medical College, Valhalla, NY 10595
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