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1.
Vector Borne Zoonotic Dis ; 24(6): 396-401, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38573211

ABSTRACT

Background: Autochthonous human West Nile virus (WNV) infections were notified in the infectious disease surveillance system in Germany in 2018 for the first time and every year since then. Since clinically apparent infections are infrequent, we conducted two studies to investigate subclinical infections of this emerging disease in Germany in 2019 to detect infections not visible to surveillance based on symptomatic infections: limited-scope blood donor testing and a serosurvey among employees at two Berlin zoos with a history of demonstrated WNV infections in animals. Methods: For the zoo study, employees of the two zoos in Berlin were invited to participate in the study in late 2019. Blood samples were drawn and tested for the presence of antibodies (immunoglobulin M [IgM] and immunoglobulin G [IgG]) against WNV, and two other flaviviruses present in Germany: Usutu virus and Tick-borne encephalitis virus (TBEV). For the study in blood donors, four blood establishments with collection sites in regions with documented WNV-infected animals in 2018 and 2019 participated in the study. All donations in these regions were tested for WNV genome from July to November 2019. Results: In the enzyme-linked immunosorbent assay, none of the 70 tested zoo employees were WNV IgM-positive, 8 were WNV IgG-positive, additional 2 participants had equivocal results. All 10 were negative in the virus neutralization test (VNT) for WNV, but positive in the VNT for TBEV. None of the 4273 samples from blood donors tested in areas with WNV-infected animals was positive for WNV-RNA. Conclusion: Our results indicate that WNV circulation in Germany, though clearly documented in animals in 2019, apparently affected very few humans. Still areas with WNV-positive animals remain risk areas for human infection as well.


Subject(s)
Antibodies, Viral , West Nile Fever , West Nile virus , Humans , West Nile Fever/epidemiology , West Nile Fever/veterinary , West Nile Fever/virology , West Nile virus/isolation & purification , West Nile virus/immunology , Germany/epidemiology , Animals , Antibodies, Viral/blood , Blood Donors , Male , Animals, Zoo , Female , Adult , Middle Aged , Communicable Diseases, Emerging/epidemiology , Communicable Diseases, Emerging/veterinary , Communicable Diseases, Emerging/virology , Immunoglobulin G/blood , Seroepidemiologic Studies
2.
Front Artif Intell ; 5: 975029, 2022.
Article in English | MEDLINE | ID: mdl-36213164

ABSTRACT

Machine learning applications have become ubiquitous. Their applications range from embedded control in production machines over process optimization in diverse areas (e.g., traffic, finance, sciences) to direct user interactions like advertising and recommendations. This has led to an increased effort of making machine learning trustworthy. Explainable and fair AI have already matured. They address the knowledgeable user and the application engineer. However, there are users that want to deploy a learned model in a similar way as their washing machine. These stakeholders do not want to spend time in understanding the model, but want to rely on guaranteed properties. What are the relevant properties? How can they be expressed to the stake- holder without presupposing machine learning knowledge? How can they be guaranteed for a certain implementation of a machine learning model? These questions move far beyond the current state of the art and we want to address them here. We propose a unified framework that certifies learning methods via care labels. They are easy to understand and draw inspiration from well-known certificates like textile labels or property cards of electronic devices. Our framework considers both, the machine learning theory and a given implementation. We test the implementation's compliance with theoretical properties and bounds.

3.
Parasitol Res ; 90(5): 409-14, 2003 Aug.
Article in English | MEDLINE | ID: mdl-12748848

ABSTRACT

Adult specimens of the opisthorchiid liver fluke species Opisthorchis felineus and Metorchis bilis could be identified for the first time by molecular biological methods using species specific primers (OF and MB primers) in the polymerase chain reaction (PCR). The OF or MB primers were based on a part of the mitochondrial cytochrome c oxidase I gene. A specific product of approximately 200 bp could be amplified for O. felineus by means of the specific O. felineus primers. By contrast, the amplification of M. bilis DNA with MB primers produced a fragment of approximately 110 bp. A specificity of 100% could be demonstrated for both primer pairs. The sensitivities of the PCRs were 10 pg for the O. felineus DNA and 100 fg for the M. bilis DNA.


Subject(s)
Opisthorchidae/classification , Opisthorchis/classification , Polymerase Chain Reaction , Animals , DNA Primers , DNA, Helminth/analysis , DNA, Helminth/genetics , DNA, Mitochondrial/analysis , DNA, Mitochondrial/genetics , Electron Transport Complex IV/genetics , Opisthorchiasis/parasitology , Opisthorchiasis/veterinary , Opisthorchidae/genetics , Opisthorchidae/isolation & purification , Opisthorchis/genetics , Opisthorchis/isolation & purification , Sensitivity and Specificity , Trematode Infections/parasitology , Trematode Infections/veterinary
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