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1.
J Mol Diagn ; 24(8): 924-934, 2022 08.
Article in English | MEDLINE | ID: mdl-35605901

ABSTRACT

The 2021 WHO Classification of Tumors of the Central Nervous System includes several tumor types and subtypes for which the diagnosis is at least partially reliant on utilization of whole genome methylation profiling. The current approach to array DNA methylation profiling utilizes a reference library of tumor DNA methylation data, and a machine learning-based tumor classifier. This approach was pioneered and popularized by the German Cancer Research Network (DKFZ) and University Hospital Heidelberg. This research group has kindly made their classifier for central nervous system tumors freely available as a research tool via a web-based portal. However, their classifier is not maintained in a clinical testing environment. Therefore, the Northwestern Medicine (NM) classifier was developed and validated. The NM classifier was validated using the same training and validation data sets as the DKFZ group. Using the DKFZ validation data set, the NM classifier's performance showed high concordance (92%) and comparable accuracy (specificity 94.0% versus 84.9% for DKFZ, sensitivity 88.6% versus 94.7% for DKFZ). Receiver-operator characteristic curves showed areas under the curve of 0.964 versus 0.966 for NM and DKFZ classifiers, respectively. In addition, in-house validation was performed and performance was compared using both classifiers. The NM classifier performed comparably well and is currently offered for clinical testing.


Subject(s)
Central Nervous System Neoplasms , Central Nervous System , Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/genetics , DNA Methylation/genetics , Humans , Machine Learning
2.
Parasit Vectors ; 13(1): 247, 2020 May 13.
Article in English | MEDLINE | ID: mdl-32404151

ABSTRACT

BACKGROUND: Both incidence and geographical range of tick-borne disease has increased across the USA. Similar to people, dogs are hosts for Anaplasma spp., Babesia spp., Ehrlichia spp. and Borrelia burgdorferi. Dogs also share our homes and beds, making them both a sentinel for the ticks in our backyards but also increasing our exposure to ticks. Measures to better track, prevent, and/or treat tick-borne diseases in companion animals can lead to better control and prevention of human tick-borne disease. This study identifies demographic and co-infection risk factors for canine seropositivity to tick-borne infections in a cohort of hunting dogs across the USA. RESULTS: Human patterns of tick-borne disease co-infection in the USA have been predominantly driven by the geographical distribution of the tick vector. Dogs who tested seropositive for Anaplasma spp. were 1.40 times more likely (P = 0.0242) to also test seropositive for Babesia spp. and vice versa (1.60 times more likely, P = 0.0014). Dogs living in the West had 5% lower risk (P = 0.0001) for Ehrlichia spp. seropositivity compared to other regions. Controlling for age and Anaplasma spp. seroprevalence, dogs in all three other regions were 2.30 times more likely (P = 0.0216) to test seropositive for B. burgdorferi than dogs in the West. Dogs seropositive for B. burgdorferi were 1.60 times more likely (P = 0.0473) to be seropositive for Anaplasma spp. CONCLUSIONS: Tick geographical distributions have a prominent impact on the regional distribution of hunting dog exposure to tick-borne diseases. Education concerning regional tick prevalence and disease risk is important for everyone, but particularly dog owners, regarding ticks in their region and protection from infection and co-infection of tick-borne pathogens as they travel or move with their dogs. Dogs are sentinel species for human exposure to ticks, and as such surveillance of canine tick-borne infections and understanding the probability that these infections might be seen together as co-infections helps predict emerging areas where people are more likely to be exposed as well.


Subject(s)
Coinfection/veterinary , Ehrlichiosis/veterinary , Lyme Disease/veterinary , Tick-Borne Diseases/veterinary , Working Dogs , Anaplasmosis/epidemiology , Animal Distribution , Animals , Arthropod Vectors , Babesiosis/epidemiology , Cohort Studies , Coinfection/epidemiology , Dog Diseases , Dogs , Ehrlichiosis/epidemiology , Female , Lyme Disease/epidemiology , Male , Risk Factors , Seroepidemiologic Studies , Tick-Borne Diseases/epidemiology , Ticks , United States/epidemiology , Working Dogs/microbiology , Working Dogs/parasitology
3.
Parasit Vectors ; 12(1): 54, 2019 Jan 23.
Article in English | MEDLINE | ID: mdl-30674329

ABSTRACT

BACKGROUND: Visceral leishmaniasis (VL) is a vector borne zoonotic disease endemic in humans and dogs in Brazil. Due to the increased risk of human infection secondary to the presence of infected dogs, public health measures in Brazil mandate testing and culling of infected dogs. Despite this important relationship between human and canine infection, little is known about what makes the dog reservoir progress to clinical illness, significantly tied to infectiousness to sand flies. Dogs in endemic areas of Brazil are exposed to many tick-borne pathogens, which are likely to alter the immune environment and thus control of L. infantum. RESULTS: A cross-sectional study of 223 dogs from an area of Natal, in the Rio Grande do Norte, Brazil, were studied to determine the association between comorbid tick-borne disease and Leishmania infection in this endemic area. The risk of Leishmania seropositivity was 1.68× greater in dogs with tick-borne disease seropositivity compared to those without (Adjusted RR: 1.68, 95% CI: 1.09-2.61, P = 0.019). A longitudinal study of 214 hunting dogs in the USA was conducted to determine the causal relationship between infection with tick-borne diseases and progression of VL. Hunting dogs were evaluated three times across a full tick season to detect incident infection with tick-borne diseases. A logistic regression model with generalized estimating equations to estimate the parameters was used to determine how exposure to tick-borne disease altered VL progression over these three time points when controlling for other variables. Dogs infected with three or more tick-borne diseases were 11× more likely to be associated with progression to clinical VL than dogs with no tick-borne disease (Adjusted RR: 11.64, 95% CI: 1.22-110.99, P = 0.03). Dogs with exposure to both Leishmania spp. and tick-borne diseases were five times more likely to die during the study period (RR: 4.85, 95% CI: 1.65-14.24, P = 0.0051). CONCLUSIONS: Comorbid tick-borne diseases dramatically increased the likelihood that a dog had clinical L. infantum infection, making them more likely to transmit infection to sand flies and people. As an important consequence, reduction of tick-borne disease exposure through topical or oral insecticides may be an important way to reduce progression and transmissibility of Leishmania infection from the canine reservoir to people.


Subject(s)
Dog Diseases/parasitology , Endemic Diseases/veterinary , Leishmaniasis, Visceral/veterinary , Tick-Borne Diseases/veterinary , Animals , Brazil/epidemiology , Comorbidity , Cross-Sectional Studies , Disease Progression , Disease Reservoirs/parasitology , Dog Diseases/epidemiology , Dog Diseases/mortality , Dogs , Leishmania infantum/isolation & purification , Leishmaniasis, Visceral/complications , Leishmaniasis, Visceral/mortality , Longitudinal Studies , Risk Factors , Tick-Borne Diseases/complications , Tick-Borne Diseases/mortality , United States/epidemiology
4.
Vaccine ; 36(43): 6433-6441, 2018 10 15.
Article in English | MEDLINE | ID: mdl-30219369

ABSTRACT

Better tools are necessary to eliminate visceral leishmaniasis (VL). Modeling studies for regional Leishmania elimination indicate that an effective vaccine is a critical tool. Dogs are the reservoir host of L. infantum in Brazil and the Mediterranean basin, and therefore are an important target for public health interventions as well as a relevant disease model for human VL. No vaccine has been efficacious as an immunotherapy to prevent progression of already diagnostically positive individuals to symptomatic leishmaniasis. We performed a double-blinded, block-randomized, placebo-controlled, vaccine immunotherapy trial testing the efficacy of a recombinant Leishmania A2 protein, saponin-adjuvanted, vaccine, LeishTec®, in owned hunting dogs infected with L. infantum. The primary outcome was reduction of clinical progression, with reduction of mortality as a secondary outcome. Vaccination as an immunotherapy reduced the risk of progression to clinically overt leishmaniasis by 25% in asymptomatic dogs (RR: 1.33 95% C.I. 1.009-1.786 p-value: 0.0450). Receiving vaccine vs. placebo reduced all-cause mortality in younger asymptomatic dogs by 70% (RR: 3.19 95% C.I.: 1.185-8.502 p-value = 0.0245). Vaccination of infected-healthy animals with an anti-Leishmania vaccine significantly reduced clinical progression and decreased all-cause mortality. Use of vaccination in infected-healthy dogs can be a tool for Leishmania control.


Subject(s)
Antigens, Protozoan/immunology , Dog Diseases/therapy , Immunotherapy/veterinary , Leishmaniasis Vaccines/therapeutic use , Leishmaniasis, Visceral/veterinary , Vaccination/veterinary , Adjuvants, Immunologic/therapeutic use , Animals , Antibodies, Protozoan/blood , Asymptomatic Infections/therapy , Brazil , Disease Progression , Disease Reservoirs/veterinary , Dog Diseases/parasitology , Dogs/immunology , Dogs/parasitology , Leishmania infantum , Leishmaniasis, Visceral/therapy , Random Allocation , Zoonoses/parasitology
5.
Am J Trop Med Hyg ; 98(5): 1332-1338, 2018 05.
Article in English | MEDLINE | ID: mdl-29512486

ABSTRACT

In Leishmania infantum-endemic countries, controlling infection within dogs, the domestic reservoir, is critical to public health. There is a need for safe vaccines that prevent canine progression with disease and transmission to others. Protective vaccination against Leishmania requires mounting a strong, inflammatory, Type 1 response. Three commercially available canine vaccines on the global veterinary market use saponin or inflammatory antigen components (Letifend) as a strong pro-inflammatory adjuvant. There is very little information detailing safety of saponin as an adjuvant in field trials. Safety analyses for the use of vaccine as an immunotherapeutic in asymptomatically infected animals are completely lacking. Leishmania infantum, the causative agent of canine leishmaniasis, is enzootic within U.S. hunting hounds. We assessed the safety of LeishTec® after use in dogs from two different clinical states: 1) without clinical signs and tested negative on polymerase chain reaction and serology or 2) without clinical signs and positive for at least one Leishmania diagnostic test. Vaccine safety was assessed after all three vaccinations to quantify the number and severity of adverse events. Vaccinated animals had an adverse event rate of 3.09%, whereas placebo animals had 0.68%. Receiving vaccine was correlated with the occurrence of mild, site-specific, reactions. Occurrence of severe adverse events was not associated with having received vaccine. Infected, asymptomatic animals did not have a higher rate of adverse events. Use of vaccination is, therefore, likely to be safe in infected, asymptomatic animals.


Subject(s)
Dog Diseases/prevention & control , Leishmania infantum/immunology , Leishmaniasis Vaccines/immunology , Leishmaniasis, Cutaneous/veterinary , Animals , Body Size , Dogs , Female , Leishmaniasis Vaccines/adverse effects , Leishmaniasis Vaccines/therapeutic use , Leishmaniasis, Cutaneous/prevention & control , Leishmaniasis, Cutaneous/therapy , Male , Random Allocation
6.
Parasit Vectors ; 10(1): 239, 2017 May 16.
Article in English | MEDLINE | ID: mdl-28511704

ABSTRACT

BACKGROUND: Leishmaniasis is a neglected disease caused by many Leishmania species, belonging to subgenera Leishmania (Leishmania) and Leishmania (Viannia). Several qPCR-based molecular diagnostic approaches have been reported for detection and quantification of Leishmania species. Many of these approaches use the kinetoplast DNA (kDNA) minicircles as the target sequence. These assays had potential cross-species amplification, due to sequence similarity between Leishmania species. Previous works demonstrated discrimination between L. (Leishmania) and L. (Viannia) by SYBR green-based qPCR assays designed on kDNA, followed by melting or high-resolution melt (HRM) analysis. Importantly, these approaches cannot fully distinguish L. (L.) infantum from L. (L.) amazonensis, which can coexist in the same geographical area. METHODS: DNA from 18 strains/isolates of L. (L.) infantum, L. (L.) amazonensis, L. (V.) braziliensis, L. (V.) panamensis, L. (V.) guyanensis, and 62 clinical samples from L. (L.) infantum-infected dogs were amplified by a previously developed qPCR (qPCR-ML) and subjected to HRM analysis; selected PCR products were sequenced using an ABI PRISM 310 Genetic Analyzer. Based on the obtained sequences, a new SYBR-green qPCR assay (qPCR-ama) intended to amplify a minicircle subclass more abundant in L. (L.) amazonensis was designed. RESULTS: The qPCR-ML followed by HRM analysis did not allow discrimination between L. (L.) amazonensis and L. (L.) infantum in 53.4% of cases. Hence, the novel SYBR green-based qPCR (qPCR-ama) has been tested. This assay achieved a detection limit of 0.1 pg of parasite DNA in samples spiked with host DNA and did not show cross amplification with Trypanosoma cruzi or host DNA. Although the qPCR-ama also amplified L. (L.) infantum strains, the Cq values were dramatically increased compared to qPCR-ML. Therefore, the combined analysis of Cq values from qPCR-ML and qPCR-ama allowed to distinguish L. (L.) infantum and L. (L.) amazonensis in 100% of tested samples. CONCLUSIONS: A new and affordable SYBR-green qPCR-based approach to distinguish between L. (L.) infantum and L. (L.) amazonensis was developed exploiting the major abundance of a minicircle sequence rather than targeting a hypothetical species-specific sequence. The fast and accurate discrimination between these species can be useful to provide adequate prognosis and treatment.


Subject(s)
DNA, Kinetoplast/genetics , Dog Diseases/diagnosis , Leishmania infantum/genetics , Leishmania/genetics , Leishmaniasis/veterinary , Animals , Benzothiazoles , DNA Primers , Diamines , Dog Diseases/parasitology , Dogs , Leishmania/classification , Leishmania braziliensis/genetics , Leishmaniasis/diagnosis , Leishmaniasis/parasitology , Organic Chemicals , Quinolines , Real-Time Polymerase Chain Reaction , Sensitivity and Specificity , Sequence Analysis, DNA , Species Specificity , Transition Temperature
7.
Appl Microbiol Biotechnol ; 101(1): 381-390, 2017 Jan.
Article in English | MEDLINE | ID: mdl-27796441

ABSTRACT

Infection with Leishmania causes diseases with variable presentation. The most severe form is visceral leishmaniasis (VL), caused by either L. donovani or L. infantum. Despite efforts to eliminate VL, to date, molecular detection in resource-poor settings have lacked the accuracy and rapidity that would enable widespread field use and the need for accurate, sensitive assays to detect asymptomatic Leishmania infection has become apparent. The domestic dog serves as the primary reservoir host of L. infantum. Study of this reservoir population provides an opportunity to evaluate the sensitivity and specificity of diagnostics for well-defined, symptomatic, canine visceral leishmaniasis (CVL) and asymptomatic L. infantum infection. Blood samples from an L. infantum-endemic population of US hunting dogs were evaluated with Dual-Path Platform (DPP®) CVL compared to those obtained via direct detection methods (culture- and Leishmania-specific quantitative polymerase chain reaction, qPCR) and immunofluorescence anti-Leishmania antibody test (IFAT). Statistically significant correlations were found between DPP® CVL development time and clinical status, culture status, circulating DNA levels, and IFAT titer. DPP® CVL results correlated with both clinical severity of disease and serological evidence of asymptomatic L. infantum infection. By precisely documenting the minimum time required for the development of a clear positive result in DPP® CVL, this test could be used in a rapid, semi-quantitative manner for the evaluation of asymptomatic and symptomatic CVL. Our results also indicate that a similar test could be used to improve our understanding of human VL.


Subject(s)
Asymptomatic Diseases , Blood/parasitology , Chromatography, Affinity/methods , Diagnostic Tests, Routine/methods , Dog Diseases/diagnosis , Leishmania infantum/isolation & purification , Leishmaniasis, Visceral/veterinary , Animals , Antibodies, Protozoan/blood , DNA, Protozoan/blood , Dog Diseases/parasitology , Dog Diseases/pathology , Dogs , Fluorescent Antibody Technique/methods , Leishmaniasis, Visceral/diagnosis , Leishmaniasis, Visceral/parasitology , Leishmaniasis, Visceral/pathology , Real-Time Polymerase Chain Reaction/methods , Time Factors , United States
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