110
Views
3
CrossRef citations to date
0
Altmetric
Review

Toll-like receptor cascade and gene polymorphism in host–pathogen interaction in Lyme disease

, , , &
Pages 91-102 | Published online: 31 May 2016

Abstract

Lyme disease (LD) risk occurs in North America and Europe where the tick vectors of the causal agent Borrelia burgdorferi sensu lato are found. It is associated with local and systemic manifestations, and has persistent posttreatment health complications in some individuals. The innate immune system likely plays a critical role in both host defense against B. burgdorferi and disease severity. Recognition of B. burgdorferi, activation of the innate immune system, production of proinflammatory cytokines, and modulation of the host adaptive responses are all initiated by Toll-like receptors (TLRs). A number of Borrelia outer-surface proteins (eg, OspA and OspB) are recognized by TLRs. Specifically, TLR1 and TLR2 were identified as the receptors most relevant to LD. Several functional single-nucleotide polymorphisms have been identified in TLR genes, and are associated with varying cytokines types and synthesis levels, altered pathogen recognition, and disruption of the downstream signaling cascade. These single-nucleotide polymorphism-related functional alterations are postulated to be linked to disease development and posttreatment persistent illness. Elucidating the role of TLRs in LD may facilitate a better understanding of disease pathogenesis and can provide an insight into novel therapeutic targets during active disease or postinfection and posttreatment stages.

Introduction

Lyme disease (LD) is a tick-borne disease caused by spirochetes of the bacterial species complex Borrelia burgdorferi sensu lato.Citation1 Risk from LD, also known as Lyme borreliosis, occurs primarily in forested areas across North America, Asia, and parts of Europe where the tick vectors (black-legged ticks Ixodes scapularis and I. pacificus) and natural wild-animal hosts (eg, mice, chipmunks, gray squirrels, opossums, and raccoons) of the ticks and bacterium are found. A number of species of B. burgdorferi sensu lato cause LD in humans, including B. burgdorferi sensu stricto, B. afzelii, B. bissettii, B. bavariensis, and B. garinii. Among these, B. burgdorferi sensu stricto (hitherto termed B. burgdorferi) is the primary confirmed cause of LD in North America, while the others are responsible for LD in Europe and Asia.Citation2

In the US, there were over 36,000 confirmed and probable cases in 2013,Citation3,Citation4 with an estimated number of approximately 300,000 true cases every year.Citation4 Risk of infection is found where populations of black-legged ticks occur. These ticks are found in distinct regions of eastern, midwestern, and western North America, although the geographic footprint of risk is expanding: northward geographic expansion of the geographic range of infected ticks has recently driven LD expansion in Canada, and this has been attributed to climate change.Citation5Citation8 Although the incidence of LD is not as high in Canada compared to the USA, there was a twofold rise in cases reported in Canada from 315 in 2012 to 682 in 2013.Citation9,Citation10

Early LD can be manifested as the characteristic erythema migrans rash, with or without a range of common symptoms, such as fatigue, chills, fever, headache, muscle and joint pain, swollen lymph nodes, and numbness or tingling.Citation11 The skin infection can be localized close to the site of the tick bite or become disseminated systemically within days or weeks.Citation12 However, as the diagnostic erythema migrans rash occurs in ∼70%–80% of infected subjects, various other early and late symptoms may arise without the rash.Citation12,Citation13 If untreated or not treated adequately, the early form of the disease can progress to the disseminated phase, which is characterized by neurologic complications of the central or peripheral nervous system, cardiac manifestations, and Lyme arthritis.Citation14,Citation15 A small percentage of patients can also be affected by posttreatment LD syndrome despite antibiotic treatment, in which such symptoms as fatigue, neurological problems, disabling musculoskeletal aches, paralysis, and persistent Lyme arthritis are observed and can last from months to years.Citation13

Exposure to foreign microbial, chemical, or physical agents causes the activation of the host innate immune system. This is the first line of defense, and results in a wide range of inflammatory reactions to allow for the repair of incurred damage, isolation, or elimination of the infectious agent and reestablishment of homeostasis.Citation16,Citation17 In order to initiate inflammatory reactions following infection, host innate immunity relies on pattern-recognition receptors (PRRs), such as the Toll-like receptors (TLRs). TLRs are type I transmembrane proteins that have an extracellular domain containing leucine-rich repeats and a cytoplasmic tail with a conserved Toll/IL-1 receptor (TIR) domain, and they are expressed by such cells as macrophages and dendritic cells.Citation18 PRRs recognize structurally conserved pathogen-derived molecules, eg, triacetylated lipoproteins, peptidoglycans, and lipopolysaccharides,Citation19,Citation20 triggering a downstream proinflammatory signaling cascade leading to the nuclear translocation of the transcription factor NFκB. This process initiates cytokine production, the expression of an array of adhesion molecules and generation of reactive oxygen species.Citation21Citation24 Of the ten human TLRs, TLR2 and TLR4 were the first members of the PRRs to be recognized as involved in antibacterial defense.Citation25

Interaction of TLRs with the immunogenic B. burgdorferi outer-surface proteins (Osps) plays an important role in the initial stages of LD pathogenesis.Citation2,Citation26Citation28 This interaction was proposed to mediate both short-lasting and severe Lyme arthritis and Lyme carditis in animal models.Citation29Citation31 More recent evidence, however, suggests that a number of single-nucleotide polymorphisms (SNPs) in the TLR genes may modulate the host response to infection with B. burgdorferi. For example, SNPs in TLR8 can lead to immunodeficiency syndromes and cause an increased risk of severe clinical manifestations associated with B. burgdorferi infection.Citation32,Citation33

This review explores our current knowledge of the interaction between B. burgdorferi surface lipoproteins and the TLR-related signaling cascade in humans. We used such terms as “Lyme disease”, “toll-like receptors”, “Borrelia lipoproteins”, and “genetic polymorphisms” to identify key studies relevant to this article from the Ovid and PubMed databases. Special emphasis is directed to understanding the critical function of TLR genetic polymorphisms in LD manifestations, and their possible role as mediators of pathogen–host interaction in disease symptomatology and severity.

Borrelia lipoproteins in diseases pathogenesis

B. burgdorferi expresses a wide variety of surface lipoproteins that allow for adaptation to hosts and tick vectors throughout the bacterium’s life cycle, including infectivity and dissemination within hosts. B. burgdorferi is a Gram-negative bacterium that lacks the highly immunogenic surface glycolipid lipopolysaccharide (LPS) present in most other Gram-negative bacteria. Therefore, immune-system modulation can be mediated primarily via the bacterial surface lipoproteins.Citation34 These lipoproteins can be categorized into three main subclasses: 1) Osps interacting with the innate immune system via PRRs,Citation34 2) lipoproteins that mediate attachment to the extracellular matrix (ECM),Citation35 and 3) lipoproteins that influence complement and acquired immune-response inactivation to prolong bacterial survival.Citation36

Outer-surface proteins in B. burgdorferi

When bacteria enter the tick, the new environment activates the Rrp2–RpoN–RpoS pathway, a novel regulatory network that governs the differential expression of numerous genes of B. burgdorferi, including lipoproteins and the two major virulence genes OSPA and OSPC, allowing for bacterial survival within the arthropod vector.Citation37 Following infection of the tick after feeding on an infected host, B. burgdorferi persists in the tick gut, at which time OspA and OspB are expressed, allowing attachment to the midgut endothelium.Citation2 Expression of surface lipoproteins BptA74Citation38 and BB690Citation39 is also critical for bacterial colonization and prolonged residence in the tick midgut. Feeding activates bacterial translocation from the midgut to the tick’s salivary glands, which is facilitated by interaction between such lipoproteins as BBE31Citation40 and BBA52.Citation41 At this stage, OspA is downregulated and replaced with OspC.Citation42 This allows B. burgdorferi to migrate to the salivary glands and bind the Salp15 protein, which has immunosuppressive properties and likely aids bacterial survival during the early stage of infection of vertebrate hosts.Citation43 OspC has been shown to play a significant role in invading the salivary glands and thus the subsequent transmission of B. burgdorferi from the tick to the vertebrate host.Citation44 OspC has plasminogen-binding activity, which likely facilitates the migration of bacteria within the host by destroying intercellular junctions.Citation45 OspC is not the only B. burgdorferi lipoprotein that has plasminogen-binding activity: OspA, ErpA/C/PCitation46 and CRASP1Citation47 have also exhibited varying binding affinities to human plasminogen. Hijacking of the plasminogen proteolytic system leads to the secretion of urokinase, which is thought to be synthesized as a result of TLR-related signaling activation.Citation48 Plasminogen activation mediates a downstream cascade of activation of several host proteases that digest the ECM.Citation49

While OspA expression diminishes during the early stages of infection, anti-OspA antibodies have been observed in patients with rheumatoid arthritis, suggesting that OspA may also play a role in the manifestation of persistent disease outcomes.Citation50 Scheckelhoff et alCitation51 reported that when recognized by B. burgdorferi, host adrenergic stress hormones lead to OspA expression for what was hypothesized to be a reentry stage into a tick vector during the bacterial life cycle. The role of OspA in persistent disease was in part determined by its homology to LFA1, an adhesion molecule mediating cell–cell interactions during inflammation and found only in B. burgdorferi sensu stricto. This homology results in autoimmune reactions responsible for some posttreatment LD syndromes.Citation52 IgG antibody titers to OspA in persistent Lyme arthritis patients correlate with the severity of this condition.Citation53

B. burgdorferi attachment to extracellular matrix

In order to establish initial infection, B. burgdorferi binds to various components of the host ECM. One of the pathways involves bacterial binding to glycosaminoglycans (GAGs) on the host cell surface. The GAG-binding protein Bgp attaches to host cells and inactivates toxic metabolites, allowing bacterial growth.Citation35 The DbpA and DbpB proteins bind decorin, which is a type I collagen-associated GAG.Citation54 Since the Bgp and Dbp proteins complement each other during establishment of infection within the host, constant expression of either is not necessary.Citation35

The P66 adhesin protein has been shown to bind the cell-surface integrins αIIβ3 and αvβ3, causing upregulation of surface-adhesion molecules.Citation55 Fibronectin, another component of the ECM, has been identified as an additional ligand for the B. burgdorferi lipoproteins BBK32Citation56 and RevA/RevB. Furthermore, RevA,Citation57 along with ErpXCitation58 and Bmp,Citation59 bind laminin within the host ECM.Citation60 BmpA can be directly involved in Lyme arthritis, due to its spatial and temporal upregulation in the joints, which coincides with the development of inflammation.Citation60 Not all adhesin proteins are expressed to the same extent, and lack of one type is usually compensated for by upregulated expression of another.Citation61

Complement inactivation in Lyme disease

The complement system is a major component of the innate immune system, which acts as a first defense against pathogenic invasion. Complement comprises a complex of more than 30 proteins that through different pathways lead to the conversion of C3 to C3a and C3b by C3-convertase proteins. C3b aids in opsonization of pathogens, thereby attracting immune cells that directly kill pathogens. The complement system is tightly regulated by employing several C3-convertase regulators that either directly dissociate C3 convertase or degrade the reaction products.Citation62 B. burgdorferi uses such complement C3-convertase regulators to its own advantage, where various surface lipoproteins bind factor H, which is responsible for mediating cleavage of C3b.Citation63,Citation64 By binding B. burgdorferi factor H, the bacteria facilitate further cleavage of C3b and downregulate the overall activation of the immune system.Citation36 CRASP1 or CspA has been identified as a critical component in immune-system evasion by B. burgdorferi, where complement sensitivity was increased in human sera with CspA-knockout bacteria.Citation36 Although binding of host complement regulators is the main mechanism of bypassing complement-mediated killing, CspA has also been found to bind late complement products like C7, C8, and C9 in the absence of regulators and interfere with assembly of the membrane attack complex.Citation65 Furthermore, CspA has also been shown to take part in host cell adhesion by binding to various ECM proteins. This seems to occur, however, at a different binding site, and thereby CspA can simultaneously bind factor H, downregulate host defenses, and enhance tissue invasion.Citation47

B. burgdorferi and corresponding TLR signaling

There are ten different human TLRs (),Citation16,Citation17,Citation32 but only a few of these are capable of recognizing and mounting a response to B. burgdorferi. TLR3, TLR7, and TLR8 do not respond to B. burgdorferi lipoproteins, as they are intracellular sensors that recognize viral single- and double-stranded nucleic acids. Nonetheless, some studies have indicated a link between B. burgdorferi and TLR7Citation66 and TLR8Citation67 that induce the synthesis of type I IFNs.Citation68 TLR9 recognizes bacterial CpG DNA, and might play a role in B. burgdorferi infection when the bacterial DNA is made accessible via lysis or degradation.Citation26 TLR2 and TLR4 are extracellular receptors that recognize bacterial ligands, and have been demonstrated to play a role in B. burgdorferi infection.Citation68

Table 1 Characteristics of the Toll-like receptors and their gene polymorphism-related infectious diseases

TLR2 has a broad range of ligands, due to its ability to form heterodimer receptors with other TLRs. When TLR2 associates as a heterodimer with TLR6, it can recognize peptidoglycan and diacylated lipopeptides. The TLR2/1 heterodimer, on the other hand, recognizes bacterial lipoproteins, such as OspA. However, an innate immune response to B. burgdorferi was still observed in TLR1- and TLR2-knockout mice,Citation69 indicating an alternative mechanism(s) for B. burgdorferi recognition. TLR4 normally responds to the highly immunogenic surface glycolipid LPS of Gram- negative bacteria (see ) that is lacking in B. burgdorferi. TLR2 and TLR4 downstream cascades are similar, where TIRAP is involved in the MyD88-dependent pathway via both receptors,Citation16 which may account for the similarity in innate immune response to B. burgdorferi lipoproteins and response to LPS. Both TLR2 and TLR4 employ the CD14 co-receptor to enhance the detection of LPS and recognize other pathogen-associated molecular patterns (PAMPs), such as lipoteichoic acid.Citation34 CD14 is a surface receptor on neutrophils and monocytes/macrophages, binds to and facilitates signaling by LPS, and is also the signaling receptor for B. burgdorferi lipoproteins and can bind to both OspA and OspC.Citation70 A loss of this CD14 or its function was found to result in a severe inflammatory response to B. burgdorferi infection.Citation34 The role of TLR5 in Borrelia infection is somewhat unclear. Although this TLR is known to respond to the flagellin protein (), B. burgdorferi has endoflagella that are not surface-exposed. In other similar pathogenic spirochetes, eg, Treponema phagedenis, TLR5 activation could occur due to transient gaps in the outer membrane.Citation71 Despite the fact that the presence of these gaps is yet to be fully characterized in B. burgdorferi, they might provide an explanation for the reported involvement of TLR5 in modulating innate immune responses to the pathogen.Citation72

TLR cascade in Lyme disease

The innate immune system can be activated by a wide range of pathogenic molecules, due to its ability to recognize PAMPs by PRRs (). PAMPs are molecular signatures of pathogens that are conserved for infectivity and/or survival across various classes of microorganisms that are not expressed by host cells.Citation73 Although their downstream cascades and terminal effectors are quite similar, the ten human TLRs respond differently to different PAMPs.Citation68

Each TLR has an extracellular domain, which contains binding sites for ligands, and a cytoplasmic domain involved in signal transmission. However, the cytoplasmic domains of TLRs are too short to transduce signals, and require additional proteins to carry out this function.Citation16 The TIR component of cytoplasmic domains functions by recruiting adapter proteins like MyD88, TIRAP, TRIF, or TRAM, and facilitates dimerization of different TLRs.Citation16,Citation17 The first step in signal transduction is recruitment of the MyD88 adapter, which triggers the assembly of several IRAK scaffold proteins to form an MyD88–IRAK complex (myddosome). The IRAK complex subsequently recruits TRAF6 and TAKs to phosphorylate IKK.Citation16 Upon phosphorylation, IKK dissociates from the NFκB transcription factor, allowing for its translocation into the nucleus and activation of a number of genes that code for a variety of proinflammatory cytokines, chemokines, and other effectors.Citation17,Citation74 Expression of TNF and IL-1β lead to activation of the endothelium and local upregulation of cell surface-adhesion molecules, allowing for tethering of immune cells to the site of infection.Citation17 IL-1β and IL-6 act together in liver cells to produce acute-phase reactants, which in turn activate the complement cascade and enhance opsonization of the pathogen. Signaling through TLRs also leads to direct killing of the pathogen via production and secretion of antimicrobial peptides into the intracellular phagocytic compartments of immune cells.Citation75 The following subsections emphasize on and explain the role of TLRs and related signaling, as well as pathogen–host interaction along this pathway, in LD susceptibility and early and long-term complications.

TLRs relevant to Lyme disease

A number of TLRs have been shown to play a significant role in the susceptibility and risk of LD. The involvement of TLRs in LD pathogenesis occurs through: 1) proinflammatory reactions mediated by the endosomal TLRs (TLR3, TLR7, TLR8, and TLR9) upon phagocytosis of the bacterium, or 2) the interaction of B. burgdorferi lipoproteins with plasma membrane TLRs (TLR1, TLR2, TLR4, TLR5, and TLR6).Citation67,Citation76 The ensuing inflammatory reactions induced by these processes differ both quantitatively and qualitatively.Citation67,Citation76 For example, internalization of live spirochetes leads to a higher synthesis of different proinflammatory cytokines than when the pathogen lipoproteins interact with cell-surface TLRs.Citation77 Furthermore, different cytokines can be induced by different host TLRs.Citation67 Taken together, these observations may at least partially explain interindividual variability in response to B. burgdorferi infection and in LD symptomatology.

Numerous studies have examined the involvement of TLR2 in the response to B. burgdorferi independently or as a heterodimer with TLR1 and TLR6.Citation78,Citation79 TLR2 recognizes B. burgdorferi OspA, as demonstrated in human peripheral blood mononuclear cells (PBMCs)Citation66 and in OspA-vaccinated mice,Citation68 leading to the expression of NFκB-dependent cytokines. Neutrophils from patients with LD exhibited elevated expression of TLR2 messenger RNA and protein together with an excessive synthesis of IL-6 and IL-1β.Citation80 In contrast, TLR2-deficient mice had an impaired innate immune response to B. burgdorferi OspA and a diminished cytokine synthesis from their bone marrow-derived macrophages.Citation81,Citation82 Moreover, B. burgdorferi-infected TLR2−/− mice had 50- to 250-fold higher numbers of spirochetes and severe arthritisCitation81,Citation83,Citation84 and inflammatory carditisCitation85 compared to their wild-type homozygous or heterozygous counterparts. This effect was also noted to a lesser extent in TLR2−/+ mice,Citation86 demonstrating that one nonfunctional allele of TLR2 may be enough to impair cytokine synthesis and influence disease susceptibility upon exposure to B. burgdorferi. Some evidence suggests that TRIF and MYD88 adapters are essential to the inflammatory function of TLR2, and may have a more critical role than TLR2 in LD pathogenesis. TRIF-deficient mice had lower cytokine production in response to B. burgdorferi compared to their wild-type counterparts,Citation87 whereas MyD88 had a more marked effect on phagocytosis of the bacterium than TLR2.Citation67,Citation82

Other members of the TLR family were also implicated in the susceptibility to LD and its complications. A status of enhanced pathogen lipoprotein recognition was elicited upon the heterodimerization of TLR1 with TLR2.Citation88 In addition, TLR5 exhibits a transcriptional upregulation upon B. burgdorferi phagocytosis, although a receptor for bacterial flagellin is lacking in B. burgdorferi.Citation26 Moreover, the expression of endosomal TLR7 and TLR9, mediators of type I IFN synthesis in dendritic cells, was downregulated upon exposure to B. burgdorferi,Citation66 together with the synthesis of IFNα,Citation89 IFNγ1,Citation66 and the transcription of IFN-induced genes.Citation89 Similarly, downregulation of TLR8, which influences the synthesis of IFNβ, inhibits cytokine release in cells that have phagocytosed B. burgdorferi.Citation67,Citation90

Genetic polymorphisms of TLRs in Lyme disease etiology

A number of SNPs have been identified in the TLR genes and their downstream factorsCitation91,Citation92 (). These polymorphisms are known to alter TLR-signaling patterns, and have been linked to changes in clinical manifestations caused by bacterial, fungal, and viral infections.Citation76 For example, TLR1 Ile602Ser was linked to elevated synthesis of proinflammatory cytokines and a more effective TH1-like response in patients with LD.Citation72 On the other hand, TLR2 Arg677Trp and Arg753Gln were associated with lepromatous leprosyCitation93 and tuberculosis.Citation94Citation96 In LD, however, the TLR2 Arg753Gln polymorphism provides protection against the development of late-stage disease.Citation86 Compared to wild-type PBMCs from healthy individuals, cells with TLR1 Arg80Thr, Asn248Ser, Ile602Ser, and TLR6 Ser249Pro had a significantly lower synthesis of proinflammatory cytokines when heterodimerized with TLR2.Citation97

TLR1 T1805G (Ile602Ser), TLR2 G2258A (Arg753Gln), and TLR5 C1174T (Arg395Stop) were examined in patients with different LD-associated clinical symptoms, including erythema migrans, antibiotic-responsive arthritis, and antibiotic-refractory arthritis.Citation72 These SNPs were associated with an impairment of downstream signaling and reduced cytokine production by decreasing the number of plasma membrane TLRs (TLR1 T1805G and TLR2 G2258A) or with abrogation of the cellular flagellin-signaling pathway (TLR5 C1174T). Subjects with antibiotic-refractory arthritis had approximately twofold-higher frequency of TLR1 Ile602Ser (T1805G) compared to subjects with erythema migrans (odds ratio [OR] 1.9, P=0.05)Citation72 (). The status of antibiotic-refractory Lyme arthritis occurs when there is persistence of synovitis for at least 3 months after antibiotic treatment, despite expulsion of viable B. burgdorferi from the affected area.Citation98

Table 2 Impact of TLR1 T1805G (Ile602Ser) and TLR2 A2258G (Arg753Gln) alleles on late-stage Lyme disease

In contrast to the possible increased risk of Lyme arthritis associated with TLR1 Ile602Ser (T1805G), TLR2 Arg293Gln (A2258G) was shown in one study to be protective.Citation86 The arginine residue at the 753 position of TLR2, located within the signal-transduction domain of the receptor, is critical for the stable formation of the TLR1TLR2 heterodimer.Citation86,Citation91 The frequency of TLR2 Arg753Gln (A2258G) was lower in LD patients compared to matched controls (OR 0.39, 95% confidence interval 0.17–0.89; P=0.03). In this study, patients with stage III LD (late persistent disease with Lyme arthritis) had a further lower frequency of Arg753Gln (A2258G) compared to their matched controls (OR 0.15, 95% confidence interval 0.03–0.65; P=0.003)Citation86 (). These findings substantiated a protective effect of TLR2 Arg293Gln against Lyme arthritis, a clinical symptom in the late stages of LD.

Functional effects of TLR polymorphisms

A number of genotype–phenotype matching studies were carried out to elucidate the functional effects of gene polymorphisms in TLRs on host cytokine synthesis in response to B. burgdorferi infection (). Patients showing erythema migrans who were carriers of the TLR1 T1805G allele and infected with the RST1 strain of B. burgdorferi had higher levels of IL-6 and the IFNγ-inducible chemokines CXCL9 and CXCL10 in their PBMCs compared to wild-type carriers.Citation72 These subjects also exhibited elevated serum cytokine and chemokine levels than patients infected with the RST2 or RST3 strains. Similar findings were observed for the TLR2 Arg753Gln and TLR5 Arg395Stop SNPs (). The RST1 strain of B. burgdorferi-carrying genes for OspC major group A is known to be associated with stimulation of macrophages to release higher levels of IL-6, IL-8, CCL3, CCL4, TNF, and IL-1β than RST2 and RST3 strains.Citation99,Citation100

Table 3 Summary of TLR-gene polymorphisms’ functional significance in Lyme disease and their role in host–pathogen interactions

Similarly to patients with erythema migrans, subjects with Lyme arthritis exhibited elevated TH1-like adaptive cytokines and chemokines in the synovial fluid of individuals with the TLR1 T1805G compared to wild-type carriers.Citation72 Evidence for the association of the TLR1 T1805G with this stage of LD was substantiated from observations demonstrating that patients with antibiotic-refractory arthritis had approximately 15- and twofold-higher CXCL9 and CXCL10 chemokine levels, respectively, than subjects with erythema migrans and antibiotic-responsive arthritis.Citation72 CXCL9 and CXCL10 chemokines act as chemoattractants for CD4+ and CD8+ T-cells, the main infiltrating cell types that cause chronic synovial inflammation in antibiotic-refractory Lyme arthritis,Citation101 suggesting a role for these factors in symptom persistence despite antibiotic therapy at the late disease stages. Further studies on three different TLR1 polymorphisms in PBMCs from individuals homozygous for Arg80Thr, Asn248Ser, and Ser602Ile demonstrated that stimulation with the Pam3Cys ligand can significantly lower cytokine production compared to that in the wild-type carrier cells.Citation97 Arg80Thr influenced the synthesis of IL-1β, whereas Asn248Ser and Ile602Ser affected that of IL-6, IL8, TNFα, and IL-10. The three TLR1 SNPs affected the production of IFNγ and IL-17.Citation72,Citation97

The effect of the TLR2 Arg753Gln SNP on the inflammatory responses in blood samples from heterozygous and wild-type carrier subjects has been studied.Citation86 Upon stimulation with B. burgdorferi lysate, the SNP carriers exhibited decreased synthesis of TNFα and IFNγ compared to their wild-type counterparts.Citation86 This observation was thought to be related to the influence of the nonfunctional allele on stabilizing the TLR2–TLR1 heterodimer that interacts with triacylated B. burgdorferi lipoproteins. Further studies on the human kidney embryo epithelial cell line HEK293 (heterozygous for TLR2 Arg293Gln) stimulated with the synthetic diacylated lipopeptide Pam2Cys or with B. burgdorferi lysate demonstrated the ability of TLR2 Arg293Gln to induce ∼50% lowering in cytokine synthesis and downregulate the innate immune response compared to the wild-type allele.Citation86 The nonsynonymous Ser249Pro in TLR6, another coreceptor of TLR2, causes a malfunction of its extracellular domain.Citation97 Although stimulation with the specific TLR2–TLR6 ligand FSL1 in PBMCs from Ser249Pro carriers did not change the levels of IL-1β, IL-6, IL-8, IL-10, or TNFα, lower levels were observed with B. burgdorferi treatment.Citation97 This observation indicates a limited role of TLR6 in cytokines response to B. burgdorferi infection and LD risk, severity, and complications.

Conclusion

Although several in vitro and animal studies have demonstrated a role of TLRs 1, 2, and 4–9 in LD, the consensus of available information particularly implicates TLRs 1 and 2 in the process of disease risk and severity. The nature of TLR interaction with pathogen lipoproteins and the ensuing pattern of cytokine synthesis differs depending on the cellular location of the TLRsCitation67,Citation77 and the presence or absence of a polymorphism in their regulating genes.Citation72,Citation86 This effect may be linked to the involvement of receptors and their downstream signaling at different stages of LD.

A number of functional TLR SNPs were recently reported to include differential cytokine synthesis and level, altered pathogen recognition, and disruption of the downstream signaling cascade.Citation72,Citation97 However, contradictory results may preclude a definitive conclusion about the effect of a particular TLR SNP(s) on host–pathogen interaction in LD etiology. For example, following cell exposure to B. burgdorferi lysate, TLR2 Arg753Gln did not significantly affect basal chemokine/cytokine levels in one study,Citation72 although it was linked to a marked reduction in the synthesis of these factors in another report.Citation86 The effects of the TLR6 Ser-249Pro polymorphism on cytokine synthesis in response to B. burgdorferi were similarly inconsistent.Citation97 While this SNP results in disruption of the extracellular TLR6 domain and influences the TLR2–TLR6 heterodimeric structure, it does not affect cytokine synthesis in cells exposed to FSL1 (a TLR2–TLR6 ligand), but only in those treated with live B. burgdorferi.Citation97 Although the contradictory findings for each of TLR2 Arg753GlnCitation72,Citation86 and TLR6 Ser249ProCitation97 may be simply attributed to the differences in the types of treated cells and/or administered B. burgdorferi components, it highlights the need to develop further studies to elucidate the genotype–phenotype relationship of various polymorphisms along the TLR cascade and their function in LD risk, severity, and complications.

Several approaches can be considered to identify TLR SNPs and their functional effect in LD. For instance, the candidate-gene approach could be employed, given its ability to evaluate directly the effects of specific gene variants (even those with small effects) in disease causation and progression.Citation102 This approach can be limited by the small number of relevant SNPs that have been already identified in LD in human, animal, and cell-culture models. However, evaluating TLR SNPs examined for their role in other infectious diseases (eg, those mentioned in ) can provide an initial guide for these types of studies. Genome-wide association studies can be similarly considered as a feasible approach to identify novel candidate TLRs and other SNPs throughout the human genome that may play a role in disease risk and severity.Citation103 Developing these types of studies however, can be hampered by the requirement for large sample sizes in order to identify associations between SNPs and disease outcomes. Ideally, meta-analysis would have been used here to study the role of TLR SNPs in LD as an alternative to candidate-gene studies or genome-wide association-study approaches. However, in our literature search we found only three studies addressing the role of TLR polymorphisms in human disease, and there were inconsistent findings and significant limitations in methodologies in these studies.Citation72,Citation86,Citation97 This inadequate number of reports is not sufficient or comprehensive enough for meta-analyses at this time.

A recombinant OspA Lyme vaccine was approved by the US Food and Drug Administration in 1998, and had approximately 80% efficacy in adults. In 2002, the manufacturer voluntarily withdrew this vaccine product for fears of vaccine side effects and declining sales. Currently, no vaccine is available for LD. Antibiotics and extended-treatment plans are the available options now for mitigating early and chronic LD, respectively. Indeed, before attempting to utilize TLRs in the prevention of LD, large-scale studies addressing the role of TLR SNPs in host–pathogen interaction should be generated. In this respect, it is necessary to consider a systematic and more robust research approach in human subjects. One possibility can be adopted from studies that recently defined the role of TLR SNPs in influencing the inflammatory response in obstructive pulmonary disease.Citation104 In that report, nine different TLR2 and 17 TLR4 SNPs were identified in a longitudinal study by employing SNP tagging while analyzing their effect on lung function and inflammatory reactions. In this manner, the roles of the polymorphisms in disease severity and progression were determined. In parallel, it will be imperative to develop prospective cohort studies nationally and/or internationally of patients at different stages of LD. These would enable the design of multiple candidate-gene studies (aided by animal or cell-culture models) or genome-wide association studies to identify particular TLR polymorphisms related to disease risk, severity, and complications. These studies have the potential to provide not only a better understanding of disease pathogenesis but also an insight into novel, therapeutic targets during active disease or postinfection and posttreatment complications, as well as disease-preventive targets aiding in vaccine development.

Author contributions

AB conceived the study idea and design. AB, SR, and MS prepared the first draft of the manuscript. NHO and RL helped in drafting the article and contributed to study design. All authors critically reviewed the manuscript, approved the final draft, and agreed to be accountable for all aspects of the work.

Acknowledgments

The authors thank Dr Paul Arora for discussing the manuscript. This work was supported by a fund from the Public Health Agency of Canada.

Disclosure

The authors report no conflicts of interest in this work.

References

  • TillyKRosaPAStewartPEBiology of infection with Borrelia burgdorferiInfect Dis Clin North Am200822221723418452798
  • BerendeAOostingMKullbergBJNeteaMGJoostenLAActivation of innate host defense mechanisms by BorreliaEur Cytokine Netw201021171820146985
  • No authors listedLyme disease in Canada: Q and A for paediatriciansPaediatr Child Health200914210310819436561
  • MeadPSEpidemiology of Lyme diseaseInfect Dis Clin North Am201529218721025999219
  • HoKMelansonMDesaiJABell palsy in Lyme disease-endemic regions of Canada: a cautionary case of occult bilateral peripheral facial nerve palsy due to Lyme diseaseCJEM201214532132422967702
  • OgdenNHBouchardCKurtenbachKActive and passive surveillance and phylogenetic analysis of Borrelia burgdorferi elucidate the process of Lyme disease risk emergence in CanadaEnviron Health Perspect2010118790991420421192
  • KoffiJKLeightonPAPelcatYPassive surveillance for I. scapularis ticks: enhanced analysis for early detection of emerging Lyme disease riskJ Med Entomol201249240040922493860
  • OgdenNHKoffiJKPelcatYLindsayREnvironmental risk from Lyme disease in central and eastern Canada: a summary of recent surveillance informationCan Commun Dis Rep20144057482
  • HatchetteTIanDJohnstonLLyme disease: clinical diagnosis and treatmentCCDR20144011194208
  • HatchetteTFJohnstonBLSchleihaufEEpidemiology of Lyme disease, Nova Scotia, Canada, 2002–2013Emerg Infect Dis201521101751175826401788
  • AucottJMorrisonCMunozBRowePCSchwarzwalderAWestSKDiagnostic challenges of early Lyme disease: lessons from a community case seriesBMC Infect Dis200997919486523
  • SteereACCoburnJGlicksteinLThe emergence of Lyme diseaseJ Clin Invest200411381093110115085185
  • ShapiroEDAuwaerterPBorrelia burgdorferi (Lyme disease)LongSSPickeringLKProberCGPrinciples and Practice of Pediatric Infectious DiseasesNew YorkChurchill Livingstone1997
  • OgdenNHLindsayLRMorshedMSockettPNArtsobHThe emergence of Lyme disease in CanadaCMAJ2009180121221122419506281
  • WormserGPDattwylerRJShapiroEDThe clinical assessment, treatment, and prevention of Lyme disease, human granulocytic anaplasmosis, and babesiosis: clinical practice guidelines by the Infectious Diseases Society of AmericaClin Infect Dis20064391089113417029130
  • TakedaKAkiraSTLR signaling pathwaysSemin Immunol20041613914751757
  • BeutlerBInnate immunity: an overviewMol Immunol2004401284585914698223
  • ChoeJKelkerMSWilsonIACrystal structure of human Toll-like receptor 3 (TLR3) ectodomainScience2005309573458158515961631
  • AlbigerBDahlbergSHenriques-NormarkBNormarkSRole of the innate immune system in host defence against bacterial infections: focus on the Toll-like receptorsJ Intern Med2007261651152817547708
  • KumarSIngleHPrasadDVKumarHRecognition of bacterial infection by innate immune sensorsCrit Rev Microbiol201339322924622866947
  • WootenRMModurVRMcIntyreTMWeisJJBorrelia burgdorferi outer membrane protein A induces nuclear translocation of nuclear factor-κB and inflammatory activation in human endothelial cellsJ Immunol199615710458445908906837
  • MaYWeisJJBorrelia burgdorferi outer surface lipoproteins OspA and OspB possess B-cell mitogenic and cytokine-stimulatory propertiesInfect Immun1993619384338538359905
  • MaYSeilerKPTaiKFYangLWoodsMWeisJJOuter surface lipoproteins of Borrelia burgdorferi stimulate nitric oxide production by the cytokine-inducible pathwayInfect Immun1994629366336717520417
  • MorrisonTBWeisJHWeisJJBorrelia burgdorferi outer surface protein A (OspA) activates and primes human neutrophilsJ Immunol199715810483848459144499
  • SchnareMRöllinghoffMQureshiSToll-like receptors: sentinels of host defence against bacterial infectionInt Arch Allergy Immunol20061391758516319494
  • BernardinoALMyersTAAlvarezXHasegawaAPhilippMTToll-like receptors: insights into their possible role in the pathogenesis of Lyme neuroborreliosisInfect Immun200876104385439518694963
  • PetzkeMMBrooksAKrupnaMAMordueDSchwartzIRecognition of Borrelia burgdorferi, the Lyme disease spirochete, by TLR7 and TLR9 induces a type I IFN response by human immune cellsJ Immunol200918385279529219794067
  • RadolfJDCaimanoMJStevensonBHuLTOf ticks, mice and men: understanding the dual-host lifestyle of Lyme disease spirochaetesNat Rev Microbiol2012102879922230951
  • BatsfordSDunnJMihatschMOuter surface lipoproteins of Borrelia burgdorferi vary in their ability to induce experimental joint injuryArthritis Rheum20045072360236915248237
  • DuChateauBKMunsonELEnglandDMMacrophages interact with enriched populations of distinct T lymphocyte subsets for the induction of severe destructive Lyme arthritisJ Leukoc Biol199965216217010088598
  • BriglMBryLKentSCGumperzJEBrennerMBMechanism of CD1d-restricted natural killer T cell activation during microbial infectionNat Immunol20034121230123714578883
  • LinYTVermaAHodgkinsonCPToll-like receptors and human disease: lessons from single nucleotide polymorphismsCurr Genomics201213863364523730203
  • CervantesJLHawleyKLBenjaminSJWeinermanBLuuSMSalazarJCPhagosomal TLR signaling upon Borrelia burgdorferi infectionFront Cell Infect Microbiol201445524904837
  • BenhniaMRWroblewskiDAkhtarMNSignaling through CD14 attenuates the inflammatory response to Borrelia burgdorferi, the agent of Lyme diseaseJ Immunol200517431539154815661914
  • ParveenNCornellKABonoJLChamberlandCRosaPLeongJMBgp, a secreted glycosaminoglycan-binding protein of Borrelia burgdorferi strain N40, displays nucleosidase activity and is not essential for infection of immunodeficient miceInfect Immun20067453016302016622242
  • KraiczyPSkerkaCKirschfinkMBradeVZipfelPFImmune evasion of Borrelia burgdorferi by acquisition of human complement regulators FHL-1/reconectin and factor HEur J Immunol20013161674168411385611
  • XuHHeMHeJJYangXFRole of the surface lipoprotein BBA07 in the enzootic cycle of Borrelia burgdorferiInfect Immun20107872910291820421380
  • RevelATBlevinsJSAlmazánCBptA (bbe16) is essential for the persistence of the Lyme disease spirochete, Borrelia burgdorferi, in its natural tick vectorProc Natl Acad Sci U S A2005102196972697715860579
  • LiXPalURamamoorthiNThe Lyme disease agent Borrelia burgdorferi requires BB0690, a Dps homologue, to persist within ticksMol Microbiol200763369471017181780
  • ZhangLZhangYAdusumilliSMolecular interactions that enable movement of the Lyme disease agent from the tick gut into the hemolymphPLoS Pathog201176e100207921695244
  • KumarMKaurSKariuTBorrelia burgdorferi BBA52 is a potential target for transmission blocking Lyme disease vaccineVaccine201129489012901921945261
  • TokarzRAndertonJMKatonaLIBenachJLCombined effects of blood and temperature shift on Borrelia burgdorferi gene expression as determined by whole genome DNA arrayInfect Immun20047295419543215322040
  • MarchalCMLuftBJYangXSibiliaJJaulhacBBoulangerNMDefensin is suppressed by tick salivary gland extract during the in vitro interaction of resident skin cells with Borrelia burgdorferiJ Invest Dermatol2009129102515251719340008
  • PalUYangXChenMOspC facilitates Borrelia burgdorferi invasion of Ixodes scapularis salivary glandsJ Clin Invest2004113222023014722614
  • LagalVPortnoïDFaureGPosticDBarantonGBorrelia burgdorferi sensu stricto invasiveness is correlated with OspC-plasminogen affinityMicrobes Infect20068364565216513394
  • FlodenAMWattJABrissetteCABorrelia burgdorferi enolase is a surface-exposed plasminogen binding proteinPLoS One2011611e2750222087329
  • HallströmTHauptKKraiczyPComplement regulator-acquiring surface protein 1 of Borrelia burgdorferi binds to human bone morphogenic protein 2, several extracellular matrix proteins, and plasminogenJ Infect Dis2010202349049820565259
  • ColemanJLBenachJLThe urokinase receptor can be induced by Borrelia burgdorferi through receptors of the innate immune systemInfect Immun200371105556556414500474
  • ColemanJLRoemerEJBenachJLPlasmin-coated Borrelia burgdorferi degrades soluble and insoluble components of the mammalian extracellular matrixInfect Immun19996783929393610417158
  • HsiehYFLiuHWHsuTCSerum reactivity against Borrelia burgdorferi OspA in patients with rheumatoid arthritisClin Vaccine Immunol200714111437144117881508
  • ScheckelhoffMRTelfordSRWesleyMHuLTBorrelia burgdorferi intercepts host hormonal signals to regulate expression of outer surface protein AProc Natl Acad Sci U S A2007104177247725217438273
  • GrossDMHuberBTCellular and molecular aspects of Lyme arthritisCell Mol Life Sci200057111562156911092451
  • GhoshSHuberBTClonal diversification in OspA-specific antibodies from peripheral circulation of a chronic Lyme arthritis patientJ Immunol Methods20073211–212113417307198
  • SaloJLoimarantaVLahdennePViljanenMKHytönenJDecorin binding by DbpA and B of Borrelia garinii, Borrelia afzelii, and Borrelia burgdorferi sensu strictoJ Infect Dis20112041657321628660
  • LaFranceMEPierceJVAntonaraSCoburnJThe Borrelia burgdorferi integrin ligand P66 affects gene expression by human cells in cultureInfect Immun20117983249326121576330
  • FikrigEFengWBartholdSWTelfordSRFlavellRAArthropod-and host-specific Borrelia burgdorferi bbk32 expression and the inhibition of spirochete transmissionJ Immunol2000164105344535110799897
  • BrissetteCABykowskiTCooleyAEBowmanAStevensonBBorrelia burgdorferi RevA antigen binds host fibronectinInfect Immun20097772802281219398540
  • BrissetteCAVermaABowmanACooleyAEStevensonBThe Borrelia burgdorferi outer-surface protein ErpX binds mammalian lamininMicrobiology2009155386387219246757
  • VermaABrissetteCABowmanAStevensonBBorrelia burgdorferi BmpA is a laminin-binding proteinInfect Immun200977114940494619703983
  • PulzovaLBhideMOuter surface proteins of Borrelia: peerless immune evasion toolsCurr Protein Pept Sci2014151758824555888
  • YangXIzadiHColemanASBorrelia burgdorferi lipoprotein BmpA activates pro-inflammatory responses in human synovial cells through a protein moietyMicrobes Infect20081012–131300130818725314
  • EkdahlKNHenningssonAJSandholmKForsbergPErnerudhJEkerfeltCImmunity in borreliosis with special emphasis on the role of complementAdv Exp Med Biol200759819821317892213
  • McDowellJVWolfgangJTranEMettsMSHamiltonDMarconiRTComprehensive analysis of the factor H binding capabilities of Borrelia species associated with Lyme disease: delineation of two distinct classes of factor H binding proteinsInfect Immun20037163597360212761145
  • KraiczyPHellwageJSkerkaCComplement resistance of Borrelia burgdorferi correlates with the expression of BbCRASP-1, a novel linear plasmid-encoded surface protein that interacts with human factor H and FHL-1 and is unrelated to Erp proteinsJ Biol Chem200427942421242914607842
  • HammerschmidtCKoenigsASiegelCVersatile roles of CspA orthologs in complement inactivation of serum-resistant Lyme disease spirochetesInfect Immun201482138039224191298
  • LoveACSchwartzIPetzkeMMBorrelia burgdorferi RNA induces type I and III interferons via Toll-like receptor 7 and contributes to production of NF-κB-dependent cytokinesInfect Immun20148262405241624664510
  • CervantesJLDunham-EmsSMLa VakeCJPhagosomal signaling by Borrelia burgdorferi in human monocytes involves Toll-like receptor (TLR) 2 and TLR8 cooperativity and TLR8-mediated induction of IFN-βProc Natl Acad Sci U S A201110893683368821321205
  • SinghSKGirschickHJToll-like receptors in Borrelia burgdorferi-induced inflammationClin Microbiol Infect200612870571716842565
  • AlexopoulouLThomasVSchnareMHyporesponsiveness to vaccination with Borrelia burgdorferi OspA in humans and in TLR1-and TLR2-deficient miceNat Med20028887888412091878
  • WootenRMMorrisonTBWeisJHWrightSDThieringerRWeisJJThe role of CD14 in signaling mediated by outer membrane lipoproteins of Borrelia burgdorferiJ Immunol199816011548554929605151
  • BlancoDRRadolfJDLovettMAMillerJNThe antigenic interrelationship between the endoflagella of Treponema phagedenis biotype Reiter and Treponema pallidum Nichols strain. I. Treponemicidal activity of cross-reactive endoflagellar antibodies against T. pallidumJ Immunol19861379297329793531343
  • StrleKShinJJGlicksteinLJSteereACAssociation of a Toll-like receptor 1 polymorphism with heightened Th1 inflammatory responses and antibiotic-refractory Lyme arthritisArthritis Rheum20126451497150722246581
  • TeixeiraMMAlmeidaICGazzinelliRTIntroduction: innate recognition of bacteria and protozoan parasitesMicrobes Infect20024988388612106780
  • BadawiAKlipAHaddadPType 2 diabetes mellitus and inflammation: prospects for biomarkers of risk and nutritional interventionDiabetes Metab Syndr Obes2010317318621437087
  • MedzhitovRRecognition of microorganisms and activation of the immune responseNature2007449716481982617943118
  • FrazãoJBErrantePRCondino-NetoAToll-like receptors’ pathway disturbances are associated with increased susceptibility to infections in humansArch Immunol Ther Exp (Warsz)201361642744324057516
  • SalazarJCDuhnam-EmsSLa VakeCActivation of human monocytes by live Borrelia burgdorferi generates TLR2-dependent and-independent responses which include induction of IFN-βPLoS Pathog200955e100044419461888
  • TakeuchiOSatoSHoriuchiTCutting edge: role of Toll-like receptor 1 in mediating immune response to microbial lipoproteinsJ Immunol20021691101412077222
  • BulutYFaureEThomasLEquilsOArditiMCooperation of Toll-like receptor 2 and 6 for cellular activation by soluble tuberculosis factor and Borrelia burgdorferi outer surface protein A lipoprotein: role of Toll-interacting protein and IL-1 receptor signaling molecules in Toll-like receptor 2 signalingJ Immunol2001167298799411441107
  • JablonskaEMarcinczykMTLR2 expression in relation to IL-6 and IL-1 β and their natural regulators production by PMN and PBMC in patients with Lyme diseaseMediators Inflamm2006200613207116864901
  • WootenRMMaYYoderRAToll-like receptor 2 is required for innate, but not acquired, host defense to Borrelia burgdorferiJ Immunol2002168134835511751980
  • ShinOSIsbergRRAkiraSUematsuSBeheraAKHuLTDistinct roles for MyD88 and Toll-like receptors 2, 5, and 9 in phagocytosis of Borrelia burgdorferi and cytokine inductionInfect Immun20087662341235118378636
  • BolzDDSundsbakRSMaYMyD88 plays a unique role in host defense but not arthritis development in Lyme diseaseJ Immunol200417332003201015265935
  • LiuNMontgomeryRRBartholdSWBockenstedtLKMyeloid differentiation antigen 88 deficiency impairs pathogen clearance but does not alter inflammation in Borrelia burgdorferi-infected miceInfect Immun20047263195320315155621
  • WangGMaYBuyukAMcClainSWeisJJSchwartzIImpaired host defense to infection and Toll-like receptor 2-independent killing of Borrelia burgdorferi clinical isolates in TLR2-deficient C3H/HeJ miceFEMS Microbiol Lett2004231221922514987768
  • SchröderNWDiterichIZinkeAHeterozygous Arg753Gln polymorphism of human TLR-2 impairs immune activation by Borrelia burgdorferi and protects from late stage Lyme diseaseJ Immunol200517542534254016081826
  • Petnicki-OcwiejaTChungEAcostaDITRIF mediates Toll-like receptor 2-dependent inflammatory responses to Borrelia burgdorferiInfect Immun201381240241023166161
  • FarhatKRiekenbergSHeineHHeterodimerization of TLR2 with TLR1 or TLR6 expands the ligand spectrum but does not lead to differential signalingJ Leukoc Biol200883369270118056480
  • SatoshiUShizuoAToll-like receptors and type I interferonsJ Biol Chem2009282211531915324
  • CervantesJLLa VakeCJWeinermanBHuman TLR8 is activated upon recognition of Borrelia burgdorferi RNA in the phagosome of human monocytesJ Leukoc Biol20139461231124123906644
  • GautamJKComeauLDKruegerJKSmithMFStructural and functional evidence for the role of the TLR2 DD loop in TLR1/TLR2 heterodimerization and signalingJ Biol Chem200628140301323014216893894
  • HawnTRMischEDunstanSJA common human TLR1 polymorphism regulates the innate immune response to lipopeptidesEur J Immunol20073782280228917595679
  • KangTJChaeGTDetection of Toll-like receptor 2 (TLR2) mutation in the lepromatous leprosy patientsFEMS Immunol Med Microbiol2001311535811476982
  • Ben-AliMBarboucheMRBousninaSChabbouADellagiKToll-like receptor 2 Arg677Trp polymorphism is associated with susceptibility to tuberculosis in Tunisian patientsClin Diagn Lab Immunol200411362562615138193
  • DalgicNTekinDKayaaltiZArg753Gln polymorphism of the human Toll-like receptor 2 gene from infection to disease in pediatric tuberculosisHum Immunol201172544044521320563
  • WuHYangLArg753Gln polymorphisms in Toll-like receptor 2 gene are associated with tuberculosis risk: a meta-analysisMed Sci Monit2015212196220226220088
  • OostingMTer HofstedeHSturmPTLR1/TLR2 heterodimers play an important role in the recognition of Borrelia spirochetesPLoS One2011610e2599821998742
  • SellatiTJSahayBWormserGPThe toll of a TLR1 polymorphism in Lyme disease: a tale of mice and menArthritis Rheum20126451311131522246662
  • StrleKJonesKLDrouinEELiXSteereACBorrelia burgdorferi RST1 (OspC type A) genotype is associated with greater inflammation and more severe Lyme diseaseAm J Pathol201117862726273921641395
  • JonesKLMcHughGAGlicksteinLJSteereACAnalysis of Borrelia burgdorferi genotypes in patients with Lyme arthritis: high frequency of ribosomal RNA intergenic spacer type 1 strains in antibiotic-refractory arthritisArthritis Rheum20096072174218219565522
  • SteereACDurayPHButcherECSpirochetal antigens and lymphoid cell surface markers in Lyme synovitisArthritis Rheum19883144874953258751
  • KwonJMGoateAMThe candidate gene approachAlcohol Res Health200024316416811199286
  • BushWSMooreJHChapter 11: Genome-wide association studiesPLoS Comput Biol2012812e100282223300413
  • BudulacSEBoezenHMHiemstraPSToll-like receptor (TLR2 and TLR4) polymorphisms and chronic obstructive pulmonary diseasePLoS One201278e4312422952638