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1.
J Infect Dis ; 230(Supplement_1): S76-S81, 2024 Aug 14.
Article in English | MEDLINE | ID: mdl-39140717

ABSTRACT

BACKGROUND: Modified 2-tiered testing (MTTT) for Lyme disease utilizes automatable, high throughput immunoassays (AHTIs) in both tiers without involving western immunoblots, offering performance and practical advantages over standard 2-tiered testing (STTT; first-tier AHTI followed by immunoglobulin M (IgM) and immunoglobulin G (IgG) western immunoblots). For MTTT, Centers for Disease Control and Prevention recommends using AHTI test kits that have been cleared by Food and Drug Administration (FDA) specifically for this intended use. We evaluated performance of FDA-cleared MTTT commercial test kits from 3 manufacturers by comparing with STTT results. METHODS: We performed MTTT (total antibody AHTI with reflex to separate IgM and IgG AHTIs) using test kits from Diasorin, Gold Standard Diagnostics (GSD), and Zeus Scientific on 382 excess serum samples submitted to the clinical laboratory for routine Lyme disease serologic testing in July 2018, measuring agreement between MTTT and STTT using the κ statistic. RESULTS: Overall agreement with STTT was 0.87 (95% confidence interval [CI], .77-.97) using Diasorin assays (almost perfect agreement), 0.80 (95% CI, .68-.93) using GSD assays (substantial agreement) and 0.79 (95% CI, .68-.90) using Zeus assays (substantial agreement). For detection of IgM reactivity, agreement between MTTT and STTT was 0.70 (.51-.90; substantial), 0.63 (95% CI, .44-.82; substantial) and 0.56 (95% CI, .38-.73; moderate), respectively. For detection of IgG reactivity, MTTT/STTT agreement was 0.73 (95% CI,.58-.88), 0.78 (95% CI, .62-.94), and 0.75 (95% CI, .60-.90), respectively (substantial agreement in all cases). CONCLUSIONS: MTTT results obtained using commercial test kits from 3 different manufacturers had substantial to almost perfect agreement with STTT results overall and moderate to substantial agreement for IgM and IgG detection independently. Commercial MTTT tests can be used broadly for the diagnosis of Lyme disease.


Subject(s)
Antibodies, Bacterial , Immunoglobulin G , Immunoglobulin M , Lyme Disease , Reagent Kits, Diagnostic , Serologic Tests , Lyme Disease/diagnosis , Lyme Disease/immunology , Lyme Disease/blood , Humans , Serologic Tests/methods , Immunoglobulin G/blood , Immunoglobulin M/blood , Reagent Kits, Diagnostic/standards , Antibodies, Bacterial/blood , Algorithms , Sensitivity and Specificity , Immunoassay/methods , United States , Borrelia burgdorferi/immunology , Middle Aged , Adult , Female
2.
Nat Commun ; 15(1): 7124, 2024 Aug 20.
Article in English | MEDLINE | ID: mdl-39164226

ABSTRACT

Point-of-care serological and direct antigen testing offers actionable insights for diagnosing challenging illnesses, empowering distributed health systems. Here, we report a POC-compatible serologic test for Lyme disease (LD), leveraging synthetic peptides specific to LD antibodies and a paper-based platform for rapid, and cost-effective diagnosis. Antigenic epitopes conserved across Borrelia burgdorferi genospecies, targeted by IgG and IgM antibodies, are selected to develop a multiplexed panel for detection of LD antibodies from patient sera. Multiple peptide epitopes, when combined synergistically with a machine learning-based diagnostic model achieve high sensitivity without sacrificing specificity. Blinded validation with 15 LD-positive and 15 negative samples shows 95.5% sensitivity and 100% specificity. Blind testing with the CDC's LD repository samples confirms the test accuracy, matching lab-based two-tier results, correctly differentiating between LD and look-alike diseases. This LD diagnostic test could potentially replace the cumbersome two-tier testing, improving diagnosis and enabling earlier treatment while facilitating immune monitoring and surveillance.


Subject(s)
Antibodies, Bacterial , Borrelia burgdorferi , Immunoglobulin G , Immunoglobulin M , Lyme Disease , Sensitivity and Specificity , Serologic Tests , Lyme Disease/diagnosis , Lyme Disease/immunology , Lyme Disease/blood , Lyme Disease/microbiology , Humans , Serologic Tests/methods , Borrelia burgdorferi/immunology , Antibodies, Bacterial/blood , Antibodies, Bacterial/immunology , Immunoglobulin M/blood , Immunoglobulin M/immunology , Immunoglobulin G/blood , Immunoglobulin G/immunology , Antigens, Bacterial/immunology , Machine Learning , Epitopes/immunology , Point-of-Care Testing , Point-of-Care Systems
3.
Clin Exp Rheumatol ; 42(7): 1487-1490, 2024 07.
Article in English | MEDLINE | ID: mdl-38607687

ABSTRACT

OBJECTIVES: Autoantibodies have been described in the post-infectious state, specifically after Lyme disease and COVID-19. We aimed to describe the prevalence and potential clinical utility of several commercially available autoantibodies after these infections. METHODS: Euroimmun panels (myositis, scleroderma and ANA5) were assayed using sera from patients with Lyme disease with return to health (RTH) (n=70), post-treatment Lyme disease (n=58), COVID-19 RTH (n=47) and post-acute symptoms of COVID-19 (n=22). The post-Lyme questionnaire of symptoms (PLQS) was used to determine symptom burden after Lyme disease. RESULTS: There was no statistically significant difference in autoantibody prevalence across the four groups (p=0.746). A total of 21 different antibodies were found in the Lyme cohorts and 8 different antibodies in the COVID-19 cohorts. The prevalence of scleroderma-associated antibodies was higher after Lyme disease than COVID-19 (12.5% vs. 2.9%, p=0.026). There was no statistically significant difference in symptom burden based on antibody status. CONCLUSIONS: Several autoantibodies were found after Borrelia burgdorferi and SARS-CoV2 infection, although the prevalence was similar in those with persistent symptoms and those who returned to health. While our data show no difference in autoantibody prevalence across the four post-infectious states, we do not imply that autoantibodies are irrelevant in this setting. Rather, this study highlights the need for novel antibody discovery in larger cohorts of well-defined patient populations.


Subject(s)
Autoantibodies , COVID-19 , Lyme Disease , Humans , Autoantibodies/blood , Lyme Disease/immunology , Lyme Disease/epidemiology , Lyme Disease/diagnosis , Lyme Disease/blood , COVID-19/immunology , COVID-19/diagnosis , COVID-19/epidemiology , COVID-19/complications , Female , Male , Middle Aged , Adult , Aged , SARS-CoV-2/immunology
4.
Microbiol Spectr ; 12(6): e0359323, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38682930

ABSTRACT

Lyme arthritis can present similarly to other causes of joint pain and swelling including septic arthritis and other acute and chronic arthropathies of childhood. Septic arthritis, although rare, constitutes an orthopedic emergency and requires early surgical intervention to reduce the risk of permanent joint damage. Currently, results of standard serologic tests to diagnose Lyme disease take days to weeks, which is unhelpful in acute clinical decision-making. Thus, some children with Lyme arthritis are treated empirically for septic arthritis undergoing unnecessary invasive procedures and hospital admission while on inappropriate antibiotic therapy. We retrospectively validated the Quidel Sofia Lyme Fluorescent Immunoassay, a rapid serologic assay that can detect IgG and/or IgM antibodies to Borrelia burgdorferi in 10 minutes, in residual serum samples collected from 51 children who had Lyme arthritis and 55 children with musculoskeletal presentations who were Lyme negative. The sensitivity and specificity of the Sofia IgG to identify cases of Lyme arthritis in children were 100% (95% confidence interval [CI] of 93.0%-100%) and 96.4% (95% CI: 87.5%-99.6%), respectively. The positive likelihood ratio (LR) was 27.5 (95% CI 7-107), and the negative LR was 0.00 (95% LR 0.00-0.15). We propose that the Sofia IgG, a rapid method for identifying Lyme arthritis, may be useful in differentiating Lyme arthritis from other forms of arthritis. Used in conjunction with readily available clinical and laboratory variables, it could help to rapidly identify children who are at low risk of septic arthritis in Lyme-endemic regions. IMPORTANCE: Lyme arthritis is a common manifestation of Lyme disease in children, with clinical features overlapping with other causes of acute and chronic joint pain/swelling in children. We have demonstrated that the Sofia IgG is a reliable test to rule in and rule out the diagnosis of Lyme arthritis in children with musculoskeletal presentations in a Lyme-endemic region. When used in conjunction with clinical and laboratory variables routinely considered when differentiating Lyme arthritis from other diagnoses, the Sofia IgG has the potential to fill an important gap in care, especially when acute decision-making is necessary. The Sofia IgG should be included in prospective research studies examining clinical prediction tools to identify children at low risk of septic arthritis.


Subject(s)
Antibodies, Bacterial , Arthritis, Infectious , Borrelia burgdorferi , Immunoglobulin G , Lyme Disease , Sensitivity and Specificity , Humans , Lyme Disease/diagnosis , Lyme Disease/blood , Child , Retrospective Studies , Male , Female , Antibodies, Bacterial/blood , Adolescent , Borrelia burgdorferi/immunology , Child, Preschool , Arthritis, Infectious/diagnosis , Arthritis, Infectious/microbiology , Diagnosis, Differential , Immunoglobulin G/blood , Immunoglobulin M/blood , Serologic Tests/methods
5.
J Clin Microbiol ; 62(5): e0013924, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38597655

ABSTRACT

We compared the performance of a new modified two-tier testing (MTTT) platform, the Diasorin Liaison chemiluminescent immunoassay (CLIA), to the Zeus enzyme-linked immunoassay (ELISA) MTTT and to Zeus ELISA/Viramed immunoblot standard two-tier testing (STTT) algorithm. Of 537 samples included in this study, 91 (16.9%) were positive or equivocal by one or more screening tests. Among these 91 samples, only 57 samples were concordant positive by first-tier screening tests, and only 19 of 57 were concordant by the three second-tier methods. For IgM results, positive percent agreement (PPA) was 68.1% for Diasorin versus 89.4% for Zeus compared to immunoblot. By contrast, the PPA for IgG for both Diasorin and Zeus was 100%. Using a 2-out-of-3 consensus reference standard, the PPAs for IgM were 75.6%, 97.8%, and 95.6% for Diasorin, Zeus, and immunoblot, respectively. The difference between Zeus MTTT and Diasorin MTTT for IgM detection was significant (P = 0.0094). PPA for both Diasorin and Zeus MTTT IgG assays was 100% but only 65.9% for immunoblot STTT (P = 0.0005). In total, second-tier positive IgM and/or IgG results were reported for 57 samples by Diasorin MTTT, 63 by Zeus MTTT, and 54 by Viramed STTT. While Diasorin CLIA MTTT had a much more rapid, automated, and efficient workflow, Diasorin MTTT was less sensitive for the detection of IgM than Zeus MTTT and STTT including in 5 early Lyme cases that were IgM negative but IgG positive. IMPORTANCE: The laboratory diagnosis of Lyme disease relies upon the detection of antibodies to Borrelia species. Standard two tier testing (STTT) methods rely upon immunoblots which have clinical and technical limitations. Modified two-tier testing (MTTT) methods have recently become available and are being widely adopted. There are limited independent data available assessing the performance of MTTT and STTT methods.


Subject(s)
Algorithms , Antibodies, Bacterial , Immunoglobulin G , Immunoglobulin M , Lyme Disease , Sensitivity and Specificity , Serologic Tests , Humans , Lyme Disease/diagnosis , Lyme Disease/immunology , Lyme Disease/blood , Immunoglobulin M/blood , Immunoglobulin G/blood , Serologic Tests/methods , Serologic Tests/standards , Antibodies, Bacterial/blood , Luminescent Measurements/methods , Immunoblotting/methods
6.
Ticks Tick Borne Dis ; 14(1): 102081, 2023 01.
Article in English | MEDLINE | ID: mdl-36403322

ABSTRACT

In North America, Lyme disease is primarily caused by the spirochetal bacterium Borrelia burgdorferi sensu stricto (Bb), which is transmitted between multiple vertebrate hosts and ixodid ticks, and is a model commonly used to study host-pathogen interactions. While Bb is consistently observed in its mammalian and avian reservoirs, the bacterium is rarely isolated from North American reptiles. Two closely related lizard species, the eastern fence lizard (Sceloporus undulatus) and the western fence lizard (Sceloporus occidentalis), are examples of reptiles parasitized by Ixodes ticks. Vertebrates are known to generate complement as an innate defense mechanism, which can be activated before Bb disseminate to distal tissues. Complement from western fence lizards has proven lethal against one Bb strain, implying the role of complement in making those lizards unable to serve as hosts to Bb. However, Bb DNA is occasionally identified in distal tissues of field-collected eastern fence lizards, suggesting some Bb strains may overcome complement-mediated clearance in these lizards. These findings raise questions regarding the role of complement and its impact on Bb interactions with North American lizards. In this study, we found Bb seropositivity in a small population of wild-caught eastern fence lizards and observed Bb strain-specific survivability in lizard sera. We also found that a Bb outer surface protein, OspE, from Bb strains viable in sera, promotes lizard serum survivability and binds to a complement inhibitor, factor H, from eastern fence lizards. Our data thus identify bacterial and host determinants of eastern fence lizard complement evasion, providing insights into the role of complement influencing Bb interactions with North American lizards.


Subject(s)
Antigens, Bacterial , Bacterial Outer Membrane Proteins , Borrelia burgdorferi , Complement System Proteins , Immune Evasion , Lipoproteins , Lizards , Lyme Disease , Animals , Borrelia burgdorferi/immunology , Lizards/blood , Lizards/immunology , Lizards/microbiology , North America , Antigens, Bacterial/blood , Antigens, Bacterial/immunology , Bacterial Outer Membrane Proteins/blood , Bacterial Outer Membrane Proteins/immunology , Lipoproteins/blood , Lipoproteins/immunology , Complement System Proteins/immunology , Lyme Disease/blood , Lyme Disease/immunology , Lyme Disease/microbiology , Lyme Disease/virology
8.
Sci Rep ; 12(1): 1478, 2022 01 27.
Article in English | MEDLINE | ID: mdl-35087163

ABSTRACT

We provide a pipeline for data preprocessing, biomarker selection, and classification of liquid chromatography-mass spectrometry (LCMS) serum samples to generate a prospective diagnostic test for Lyme disease. We utilize tools of machine learning (ML), e.g., sparse support vector machines (SSVM), iterative feature removal (IFR), and k-fold feature ranking to select several biomarkers and build a discriminant model for Lyme disease. We report a 98.13% test balanced success rate (BSR) of our model based on a sequestered test set of LCMS serum samples. The methodology employed is general and can be readily adapted to other LCMS, or metabolomics, data sets.


Subject(s)
Lyme Disease/diagnosis , Metabolomics/methods , Biomarkers/blood , Biomarkers/metabolism , Case-Control Studies , Chromatography, High Pressure Liquid/methods , Datasets as Topic , Healthy Volunteers , Humans , Lyme Disease/blood , Mass Spectrometry/methods , Support Vector Machine
9.
Eur J Clin Microbiol Infect Dis ; 41(1): 21-27, 2022 Jan.
Article in English | MEDLINE | ID: mdl-34417687

ABSTRACT

To characterize Lyme arthritis, with a focus on management, and outcome. Observational retrospective multicentre study in Western France, of all consecutive cases of Lyme arthritis, documented by Borrelia burgdorferi IgG on ELISA serological testing, confirmed by Western blot, with or without positive Borrelia PCR in synovial fluid, with no alternative diagnosis. We enrolled 52 patients (29 males), with a mean age of 43 ± 19.4 years. Most patients had monoarthritis (n = 43, 82.7%), involving the knee (n = 51, 98.1%), with a median delay between symptoms onset and Lyme arthritis diagnosis of 5 months (interquartile range, 1.5-8). Synovial fluid analysis yielded median white cell count of 16,000/mm3 (9230-40,500), and positive PCR in 16 cases (39%), for B. burgdorferi sensu stricto (n = 5), B. garinii (n = 5), B. afzelii (n = 3), and undetermined (n = 3). All patients received antibiotics, for a median duration of 28 days (21-30), with doxycycline (n = 44, 84.6%), ceftriaxone (n = 6, 11.5%), or amoxicillin (n = 2). Twelve patients (23.1%) also received intra-articular injection of glucocorticoids as first-line treatment. Of 47 patients with follow-up, 35 (74.5%) had complete resolution of Lyme arthritis. Lyme arthritis in Western Europe may be due to B. burgdorferi ss, B. afzelii, or B. garinii. Clinical presentation is similar to Lyme arthritis in North America (i.e. chronic knee monoarthritis), with low sensitivity of synovial fluid PCR (39%).


Subject(s)
Borrelia burgdorferi Group/isolation & purification , Lyme Disease/epidemiology , Adult , Anti-Bacterial Agents/therapeutic use , Antibodies, Bacterial/blood , Borrelia burgdorferi Group/classification , Borrelia burgdorferi Group/genetics , Borrelia burgdorferi Group/immunology , Doxycycline/therapeutic use , Europe/epidemiology , Humans , Lyme Disease/blood , Lyme Disease/drug therapy , Lyme Disease/microbiology , Male , Middle Aged , Polymerase Chain Reaction , Retrospective Studies , Serologic Tests , Synovial Fluid/microbiology , Young Adult
10.
Ann Agric Environ Med ; 28(3): 397-403, 2021 Sep 16.
Article in English | MEDLINE | ID: mdl-34558260

ABSTRACT

OBJECTIVES: The aim of the study was to analyze some metalloproteinases, cytokines, and chemokines in LB patients and healthy seropositive subjects. The presence of IgM/IgG antibodies against specific Borreliella antigens was analyzed in the presence or absence of clinical manifestations of LB. MATERIAL AND METHODS: The study involved 38 patients diagnosed with LB and arthralgia and/or arthritis symptoms, and 57 foresters presenting no clinical symptoms of LB. The ELISA test was applied for general screening of anti-Borreliella IgM/IgG. Western blot was used for confirmatory diagnosis of LB for the positive and borderline results. Serum IL-2, IL-4, IL-6, IL-10, IL-17A, IFN-γ, TNF, IL-8, CCL5, CXCL9/MIG, CCL2/MCP-1, CXCL10/IP-10 concentrations were measured with the use of the Human Cytometric CBA test. The concentration of MMP-2 and MMP-9 in the serum was determined with the use of ELISA tests. RESULTS: Analysis of the cytokines and chemokines revealed that only the concentration of IL-2 was significantly higher (2.4 pg/m; p=0.00641) in patients with LB symptoms than in the seropositive individuals (0.4 pg/ml). The MMP2 concentration was significantly higher (233.3 ng/ml; p=0.00294) in patients with clinical manifestations of LB than in those occupationally exposed to tick bites, but did not have anti-Borreliella antibodies (192.0 ng/ml). CONCLUSIONS: The presence of IgG antibodies against a number of Borreliella antigens and the differences in the IL-2 and MMP2 levels in seropositive or seronegative individuals and symptomatic LB patients, may indicate differences in the intensity of the immune response to the infection and, consequently, may induce development of clinical manifestations of the disease in seropositive and seronegative individuals.


Subject(s)
Lyme Disease/blood , Adult , Aged , Aged, 80 and over , Animals , Antibodies, Bacterial/blood , Asymptomatic Infections , Borrelia/immunology , Borrelia/physiology , Chemokines/blood , Cytokines/blood , Enzyme-Linked Immunosorbent Assay , Female , Humans , Immunoglobulin G/blood , Immunoglobulin M/blood , Lyme Disease/diagnosis , Lyme Disease/microbiology , Male , Matrix Metalloproteinase 2/blood , Matrix Metalloproteinase 9/blood , Middle Aged , Tick Bites/blood , Tick Bites/diagnosis , Tick Bites/microbiology , Ticks/physiology , Young Adult
11.
Sci Rep ; 11(1): 15745, 2021 08 03.
Article in English | MEDLINE | ID: mdl-34344917

ABSTRACT

In Europe, Ixodes ricinus is the most important vector of human infectious diseases, most notably Lyme borreliosis and tick-borne encephalitis virus. Multiple non-natural hosts of I. ricinus have shown to develop immunity after repeated tick bites. Tick immunity has also been shown to impair B. burgdorferi transmission. Most interestingly, multiple tick bites reduced the likelihood of contracting Lyme borreliosis in humans. A vaccine that mimics tick immunity could therefore potentially prevent Lyme borreliosis in humans. A yeast surface display library (YSD) of nymphal I. ricinus salivary gland genes expressed at 24, 48 and 72 h into tick feeding was constructed and probed with antibodies from humans repeatedly bitten by ticks, identifying twelve immunoreactive tick salivary gland proteins (TSGPs). From these, three proteins were selected for vaccination studies. An exploratory vaccination study in cattle showed an anti-tick effect when all three antigens were combined. However, immunization of rabbits did not provide equivalent levels of protection. Our results show that YSD is a powerful tool to identify immunodominant antigens in humans exposed to tick bites, yet vaccination with the three selected TSGPs did not provide protection in the present form. Future efforts will focus on exploring the biological functions of these proteins, consider alternative systems for recombinant protein generation and vaccination platforms and assess the potential of the other identified immunogenic TSGPs.


Subject(s)
Antigens/isolation & purification , Ixodes/immunology , Lyme Disease/transmission , Salivary Glands/immunology , Salivary Proteins and Peptides/immunology , Tick Bites/immunology , Tick Infestations/immunology , Animals , Antigens/blood , Antigens/immunology , Borrelia burgdorferi/isolation & purification , Cattle , Cell Surface Display Techniques/methods , Female , Humans , Immunization , Lyme Disease/blood , Lyme Disease/parasitology , Male , Peptide Fragments/immunology , Peptide Library , Rabbits , Saccharomyces cerevisiae , Tick Infestations/parasitology
12.
J Vet Diagn Invest ; 33(4): 736-739, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34041969

ABSTRACT

The blacklegged tick (Ixodes scapularis), which transmits Borrelia burgdorferi, the causative agent of Lyme disease, has undergone rapid range expansion in Ontario. In horses, Lyme disease remains an enigmatic disease, with limited understanding of the pathogenesis and many issues pertaining to selection and interpretation of laboratory tests. We evaluated B. burgdorferi seropositivity in naturally exposed horses over a 12-mo period and compared paired samples with 2 common serologic tests. Serum samples were collected in 2017, ~1 y after initial testing, from a cohort of 22 horses that were seropositive in a 2016 seroprevalence study. Samples were tested using a C6 ELISA and a multiplex ELISA targeting outer surface proteins A, C, and F. 1 y after initial testing, 14 of 22 (64%) horses remained seropositive; 7 (32%) were positive on the multiplex ELISA, 2 (9%) on C6 ELISA, and 5 (23%) on both tests. Repeatability was 100% for the C6 ELISA, and 95% for the multiplex ELISA, with no significant difference between paired sample multiplex titer values. Our results indicate strong intra-test reliability, although further investigation is required to determine the clinical significance of serologic testing.


Subject(s)
Borrelia burgdorferi/isolation & purification , Enzyme-Linked Immunosorbent Assay/veterinary , Horse Diseases/diagnosis , Lyme Disease/veterinary , Serologic Tests/veterinary , Animals , Enzyme-Linked Immunosorbent Assay/methods , Horse Diseases/blood , Horse Diseases/microbiology , Horses , Ixodes/microbiology , Lyme Disease/blood , Lyme Disease/diagnosis , Reproducibility of Results , Seroepidemiologic Studies
13.
Front Immunol ; 12: 636289, 2021.
Article in English | MEDLINE | ID: mdl-33763080

ABSTRACT

Although widely prevalent, Lyme disease is still under-diagnosed and misunderstood. Here we followed 73 acute Lyme disease patients and uninfected controls over a period of a year. At each visit, RNA-sequencing was applied to profile patients' peripheral blood mononuclear cells in addition to extensive clinical phenotyping. Based on the projection of the RNA-seq data into lower dimensions, we observe that the cases are separated from controls, and almost all cases never return to cluster with the controls over time. Enrichment analysis of the differentially expressed genes between clusters identifies up-regulation of immune response genes. This observation is also supported by deconvolution analysis to identify the changes in cell type composition due to Lyme disease infection. Importantly, we developed several machine learning classifiers that attempt to perform various Lyme disease classifications. We show that Lyme patients can be distinguished from the controls as well as from COVID-19 patients, but classification was not successful in distinguishing those patients with early Lyme disease cases that would advance to develop post-treatment persistent symptoms.


Subject(s)
Leukocytes, Mononuclear/immunology , Lyme Disease/genetics , Adult , COVID-19/genetics , COVID-19/immunology , Cytokines/genetics , Cytokines/immunology , Female , Follow-Up Studies , Humans , Leukocytes, Mononuclear/chemistry , Lyme Disease/blood , Lyme Disease/immunology , Machine Learning , Male , Middle Aged , Prospective Studies , RNA-Seq
14.
Clin Biochem ; 91: 59-62, 2021 May.
Article in English | MEDLINE | ID: mdl-33617846

ABSTRACT

BACKGROUND: Laboratory diagnosis of Lyme disease (LD) relies on a two-tier protocol. We have observed disproportionate equivocal serologies in children requiring reflex western blot (WB) using manufacturer-provided ranges based on adult studies. We aimed to determine appropriate ranges for our pediatric population. METHODS: We performed a one-year retrospective institutional review of all 2755 children with LD testing with the Vidas® Lyme IgM II/IgG II immunoassays with reflex to WB for equivocal/positive serologies. Results were assessed by frequency distributions, optimization via percent agreement analysis, and clinical adjudication. RESULTS: The proposed ranges for IgM (negative ≤0.20, equivocal ≥0.21 to <0.32, positive ≥0.32) and IgG (negative ≤0.50, positive >0.50) allowed for a decrease in the IgM equivocal rate (7% to 2%) and IgG positive rate (15% to 13%). There was a decrease in the positive percent agreement between tiers (95% to 83% and 98% to 95%) with increase in the negative (32% to 63% and 70% to 81%) and overall (65% to 73% and 85% to 88%) percent agreements for IgM and IgG, respectively. Of 15 IgM serologies reclassified as negative with a positive WB and not positive for IgG, 8 were clinically negative, 5 were clinically positive, and two had insufficient history. Of the 10 IgG serologies reclassified as negative with a positive WB 3 were clinically positive, 6 were clinically negative and one had insufficient history. CONCLUSIONS: Our modified ranges are more suitable for our pediatric population while reducing overdiagnosis, unnecessary treatment, diagnostic uncertainty, and turnaround time.


Subject(s)
Antibodies, Bacterial/blood , Clinical Decision-Making , Immunoglobulin G/blood , Immunoglobulin M/blood , Lyme Disease/blood , Child , Female , Humans , Male , Retrospective Studies , Serologic Tests
15.
Eur J Clin Microbiol Infect Dis ; 40(6): 1161-1168, 2021 Jun.
Article in English | MEDLINE | ID: mdl-33409833

ABSTRACT

Interpretation of serological findings in suspected Lyme borreliosis (LB) may be challenging and IgM reactivities in serum are often unspecific (false positive). There is a risk for overdiagnosis of LB, inadequate use of antibiotics, and potential delay of proper diagnosis. In this study, we evaluated the diagnostic value of IgM analysis in serum and IgM antibody index (AI) in LB diagnosis. This was a retrospective observational study regarding Borrelia-specific antibodies in serum and Borrelia-specific AI in LB investigations being made during 2017 in Jönköping County, Sweden. Medical records of 610 patients with detectable anti-Borrelia antibodies in serum (IgM and/or IgG) and 15 patients with elevated Borrelia-specific AI were retrospectively scrutinized, and the compliance to current European recommendations was assessed. Among the 610 patients, only 30% were tested according to the European recommendations. Within this group of tests taken correctly, 50% of the LB diagnoses in patients with isolated IgM reactivity in serum were retrospectively assessed as incorrect (LB unlikely). Three pediatric patients with clinical and laboratory findings suggestive of Lyme neuroborreliosis (LNB) had elevated IgM AI alone. Serological testing without distinct clinical signs/symptoms consistent with LB contributes to most misdiagnoses. Isolated IgM positivity in serum shows limited clinical value and needs further assessment before being reported by the laboratory. Detection of IgM in combination with IgG antibodies in serum shows no clinical enhancement for correct LB diagnosis compared to isolated IgG positivity. However, Borrelia-specific IgM AI may be important for sensitivity in early LNB.


Subject(s)
Antibodies, Bacterial/blood , Borrelia/immunology , Immunoglobulin M/blood , Lyme Disease/blood , Lyme Disease/diagnosis , Borrelia/classification , Borrelia/genetics , Borrelia/isolation & purification , Humans , Immunoglobulin G/blood , Lyme Disease/microbiology , Retrospective Studies , Serologic Tests , Sweden
17.
J Microbiol Methods ; 180: 106122, 2021 01.
Article in English | MEDLINE | ID: mdl-33326821

ABSTRACT

The cut-off values used in C6 peptide-based enzyme immunoassay (EIA), a widely used test in Lyme borreliosis (LB) serology, have not been thoroughly analysed. The objective of the study was to examine the performance of the C6 EIA, and to determine optimal cut-off values for the test. The analysed data contained results of 1368 serum samples. C6 EIA index values were compared statistically with the immunoblot (IB) test results. The identified cut-off values were further tested in a well-defined LB patient cohort. Cut-off value 1.6 appeared to be optimal when C6 EIA was used as a stand-alone test. When using C6 EIA as the first-tier test, the optimal cut-off values were 0.9 and 2.4 for negative and positive results. When C6 EIA was used as a second-tier test, samples yielding C6 index values ≥3.0 could be considered positive. The identified cut-off values had also a high sensitivity to identify seropositivity among definite LB patients. The identified cut-off values refine the role of C6 EIA in LB serology. Importantly, the use of C6 EIA leads to a reduction in the number of samples that need to be analysed using an IB, thus also reducing the costs. Two alternative workflows for LB serology including the C6 EIA are suggested.


Subject(s)
Immunoenzyme Techniques/methods , Lyme Disease/blood , Lyme Disease/diagnosis , Peptides , Serologic Tests/methods , Adolescent , Adult , Aged , Aged, 80 and over , Antibodies, Bacterial/blood , Antibodies, Bacterial/isolation & purification , Bacteriological Techniques/methods , Borrelia burgdorferi/isolation & purification , Child , Child, Preschool , Female , Finland , Humans , Immunoblotting , Immunoglobulin G/blood , Immunoglobulin M/blood , Infant , Infant, Newborn , Male , Middle Aged , Retrospective Studies , Young Adult
18.
PLoS One ; 15(12): e0243950, 2020.
Article in English | MEDLINE | ID: mdl-33370341

ABSTRACT

The western blacklegged tick, Ixodes pacificus, an important vector in the western United States of two zoonotic spirochetes: Borrelia burgdorferi (also called Borreliella burgdorferi), causing Lyme disease, and Borrelia miyamotoi, causing a relapsing fever-type illness. Human cases of Lyme disease are well-documented in California, with increased risk in the north coastal areas and western slopes of the Sierra Nevada range. Despite the established presence of B. miyamotoi in the human-biting I. pacificus tick in California, clinical cases with this spirochete have not been well studied. To assess exposure to B. burgdorferi and B. miyamotoi in California, and to address the hypothesis that B. miyamotoi exposure in humans is similar in geographic range to B. burgdorferi, 1,700 blood donor sera from California were tested for antibodies to both pathogens. Sampling was from high endemic and low endemic counties for Lyme disease in California. All sera were screened using the C6 ELISA. All C6 positive and equivocal samples and nine randomly chosen C6 negative samples were further analyzed for B. burgdorferi antibody using IgG western blot and a modified two ELISA test system and for B. miyamotoi antibody using the GlpQ ELISA and B. miyamotoi whole cell sonicate western blot. Of the 1,700 samples tested in series, eight tested positive for antibodies to B. burgdorferi (0.47%, Exact 95% CI: 0.20, 0.93) and two tested positive for antibodies to B. miyamotoi (0.12%, Exact 95% CI: 0.01, 0.42). There was no statistically significant difference in seroprevalence for either pathogen between high and low Lyme disease endemic counties. Our results confirm a low frequency of Lyme disease and an even lower frequency of B. miyamotoi exposure among adult blood donors in California; however, our findings reinforce public health messaging that there is risk of infection by these emerging diseases in the state.


Subject(s)
Blood Donors , Borrelia burgdorferi/pathogenicity , Borrelia/pathogenicity , Lyme Disease/blood , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Borrelia/isolation & purification , Borrelia burgdorferi/isolation & purification , California/epidemiology , Female , Humans , Lyme Disease/epidemiology , Lyme Disease/parasitology , Lyme Disease/transmission , Male , Middle Aged , Seroepidemiologic Studies , Young Adult
19.
PLoS One ; 15(11): e0235372, 2020.
Article in English | MEDLINE | ID: mdl-33253179

ABSTRACT

Lyme disease patients would greatly benefit from a timely, sensitive, and specific molecular diagnostic test that can detect the causal agent Borrelia burgdorferi at the onset of symptoms. Currently available diagnostic methods recommended by the Centers for Disease Control and Prevention for Lyme disease involve indirect serological tests that rely on the detection of a host-antibody response, which often takes more than three weeks to develop. With this process, many positive cases are not detected within a timely manner, preventing a complete cure. In this study, we have developed a digital polymerase chain reaction (PCR) assay that detects Lyme disease on clinical presentation with a sensitivity two-fold higher than that of the currently available diagnostic methods, using a cohort of patient samples collected from the Lyme disease endemic state of Connecticut, USA, in 2016-2018. Digital PCR technology was chosen as it is more advanced and sensitive than other PCR techniques in detecting rare targets. The analytical detection sensitivity of this diagnostic assay is approximately three genome copies of B. burgdorferi. The paucity of spirochetes in the bloodstream of Lyme disease patients has hindered the clinical adoption of PCR-based diagnostic tests. However, this drawback was overcome by using a comparatively larger sample volume, applying pre-analytical processing to the blood samples, and implementing a pre-amplification step to enrich for B. burgdorferi-specific gene targets before the patient samples are analyzed via digital PCR technology. Pre-analytical processing of blood samples from acute patients revealed that the best sample type for Lyme disease detection is platelet-rich plasma rather than whole blood. If detected in a timely manner, Lyme disease can be completely cured, thus limiting antibiotic overuse and associated morbidities.


Subject(s)
Borrelia burgdorferi/genetics , DNA, Bacterial/blood , Lyme Disease/diagnosis , Molecular Diagnostic Techniques/methods , Polymerase Chain Reaction/methods , Serologic Tests/methods , Borrelia burgdorferi/isolation & purification , DNA, Bacterial/genetics , Humans , Lyme Disease/blood , Lyme Disease/epidemiology
20.
Sci Rep ; 10(1): 18085, 2020 10 22.
Article in English | MEDLINE | ID: mdl-33093502

ABSTRACT

Current serological immunoassays have inherent limitations for certain infectious diseases such as Lyme disease, a bacterial infection caused by Borrelia burgdorferi in North America. Here we report a novel method of manufacturing high-density multiplexed protein microarrays with the capacity to detect low levels of antibodies accurately from small blood volumes in a fully automated system. A panel of multiple serological markers for Lyme disease are measured using a protein microarray system, Lyme Immunochip, in a single step but interpreted adhering to the standard two-tiered testing algorithm (enzyme immunoassay followed by Western blot). Furthermore, an enhanced IgM assay was supplemented to improve the test's detection sensitivity for early Lyme disease. With a training cohort (n = 40) and a blinded validation cohort (n = 90) acquired from CDC, the Lyme Immunochip identified a higher proportion of Lyme disease patients than the two-tiered testing (82.4% vs 70.6% in the training set, 66.7% vs 60.0% in the validation set, respectively). Additionally, the Immunochip improved sensitivity to 100% while having a lower specificity of 95.2% using a set of investigational antigens which are being further evaluated with a large cohort of blinded samples from the CDC and Columbia University. This universal microarray platform provides an unprecedented opportunity to resolve a broad range of issues with diagnostic tests, including multiplexing, workflow simplicity, and reduced turnaround time and cost.


Subject(s)
Bacterial Proteins/immunology , Biomarkers/blood , Borrelia burgdorferi/immunology , Borrelia burgdorferi/isolation & purification , High-Throughput Screening Assays/methods , Lyme Disease/diagnosis , Protein Array Analysis/methods , Algorithms , Case-Control Studies , Cohort Studies , Humans , Lyme Disease/blood , Lyme Disease/immunology , Lyme Disease/microbiology , Serologic Tests
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