504 results on '"Weiskopf, D."'
Search Results
2. Verhaltens- und Verhältnisprävention Hautkrebs: Umsetzung und Effektivität
- Author
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Baldermann, C. and Weiskopf, D.
- Published
- 2020
- Full Text
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3. Preface: Message from the ViS paper chairs and guest editors
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Chang, R, Dwyer, T, Fujishiro, I, Isenberg, P, Franconeri, S, Qu, H, Schreck, T, Weiskopf, D, and Weber, GH
- Subjects
Artificial Intelligence and Image Processing ,Computation Theory and Mathematics ,Software Engineering ,Engineering - Published
- 2019
4. Direct raytracing of a closed-form fluid meniscus
- Author
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Morgenroth, D., Weiskopf, D., and Eberhardt, B.
- Published
- 2016
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5. SARS-CoV-2 vaccination induces immunological T cell memory able to cross-recognize variants from Alpha to Omicron
- Author
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Tarke, A., Coelho, C.H., Zhang, Z., Dan, J.M., Yu, E.D., Methot, N., Bloom, N.I., Goodwin, B., Phillips, E., Mallal, S., Sidney, J., Filaci, G., Weiskopf, D., da Silva Antunes, R., Crotty, S., Grifoni, A., Sette, A., Tarke, A., Coelho, C.H., Zhang, Z., Dan, J.M., Yu, E.D., Methot, N., Bloom, N.I., Goodwin, B., Phillips, E., Mallal, S., Sidney, J., Filaci, G., Weiskopf, D., da Silva Antunes, R., Crotty, S., Grifoni, A., and Sette, A.
- Abstract
We address whether T cell responses induced by different vaccine platforms (mRNA-1273, BNT162b2, Ad26.COV2.S, NVX-CoV2373) cross-recognize early SARS-CoV-2 variants. T cell responses to early variants were preserved across vaccine platforms. By contrast, significant overall decreases were observed for memory B cells and neutralizing antibodies. In subjects ∼6 months post-vaccination, 90% (CD4+) and 87% (CD8+) of memory T cell responses were preserved against variants on average by AIM assay, and 84% (CD4+) and 85% (CD8+) preserved against Omicron. Omicron RBD memory B cell recognition was substantially reduced to 42% compared to other variants. T cell epitope repertoire analysis revealed a median of 11 and 10 spike epitopes recognized by CD4+ and CD8+ T cells, with average preservation > 80% for Omicron. Functional preservation of the majority of T cell responses may play an important role as second-level defenses against diverse variants.
- Published
- 2022
6. Been There, Seen That: Visualization of Movement and 3D Eye Tracking Data from Real‐World Environments.
- Author
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Pathmanathan, N., Öney, S., Becher, M., Sedlmair, M., Weiskopf, D., and Kurzhals, K.
- Subjects
EYE tracking ,DATA visualization ,EYE movements ,VISUALIZATION ,VIRTUAL reality ,DATA recorders & recording - Abstract
The distribution of visual attention can be evaluated using eye tracking, providing valuable insights into usability issues and interaction patterns. However, when used in real, augmented, and collaborative environments, new challenges arise that go beyond desktop scenarios and purely virtual environments. Toward addressing these challenges, we present a visualization technique that provides complementary views on the movement and eye tracking data recorded from multiple people in real‐world environments. Our method is based on a space‐time cube visualization and a linked 3D replay of recorded data. We showcase our approach with an experiment that examines how people investigate an artwork collection. The visualization provides insights into how people moved and inspected individual pictures in their spatial context over time. In contrast to existing methods, this analysis is possible for multiple participants without extensive annotation of areas of interest. Our technique was evaluated with a think‐aloud experiment to investigate analysis strategies and an interview with domain experts to examine the applicability in other research fields. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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7. Visual Gaze Labeling for Augmented Reality Studies.
- Author
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Öney, S., Pathmanathan, N., Becher, M., Sedlmair, M., Weiskopf, D., and Kurzhals, K.
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EYE tracking ,AUGMENTED reality ,GAZE ,HUMAN-computer interaction ,MULTIPLE comparisons (Statistics) ,DATA visualization - Abstract
Augmented Reality (AR) provides new ways for situated visualization and human‐computer interaction in physical environments. Current evaluation procedures for AR applications rely primarily on questionnaires and interviews, providing qualitative means to assess usability and task solution strategies. Eye tracking extends these existing evaluation methodologies by providing indicators for visual attention to virtual and real elements in the environment. However, the analysis of viewing behavior, especially the comparison of multiple participants, is difficult to achieve in AR. Specifically, the definition of areas of interest (AOIs), which is often a prerequisite for such analysis, is cumbersome and tedious with existing approaches. To address this issue, we present a new visualization approach to define AOIs, label fixations, and investigate the resulting annotated scanpaths. Our approach utilizes automatic annotation of gaze on virtual objects and an image‐based approach that also considers spatial context for the manual annotation of objects in the real world. Our results show, that with our approach, eye tracking data from AR scenes can be annotated and analyzed flexibly with respect to data aspects and annotation strategies. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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- View/download PDF
8. Visual Analytics of Multivariate Intensive Care Time Series Data
- Author
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Brich, N., primary, Schulz, C., additional, Peter, J., additional, Klingert, W., additional, Schenk, M., additional, Weiskopf, D., additional, and Krone, M., additional
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- 2022
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9. Immunologic Monitoring of a Breakthrough Infection in a Heart and Kidney Transplant Recipient
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Goodwin, B., primary, Zhang, Z., additional, Weiskopf, D., additional, Aslam, S., additional, and Dan, J.M., additional
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- 2022
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10. T cell responses to SARS-1 CoV-2 spike cross-recognize Omicron
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Keeton, R, Tincho, MB, Ngomti, A, Baguma, R, Benede, N, Suzuki, A, Khan, K, Madzorerera, SV, Moyo-Gwete, T, Mennen, M, SKelem, S, Adriaanse, M, Muthithu, D, Aremu, O, Stek, C, Du Bruyn, E, Van Der Mescht, MA, De Beer, Z, De Villiers, TR, Bodenstein, A, Van der Berg, G, Mendes, A, Strydom, A, Venter, M, Giandhari, J, Naidoo, Y, Pillay, S, Tegally, H, Grifoni, A, Weiskopf, D, Sette, A, Wilkinson, RJ, De Oliveira, T, Bekker, L-G, Gray, G, Ueckermann, V, Rossouw, T, Boswell, MT, Bihman, F, Moore, PL, Ntusi, NN, Burgers, WA, Riou, C, and Wellcome Trust
- Subjects
Multidisciplinary Sciences ,Science & Technology ,General Science & Technology ,Science & Technology - Other Topics - Abstract
The SARS-CoV-2 Omicron variant has multiple Spike (S) protein mutations1,2 that contribute to escape from antibody neutralization3–6 and reduce vaccine protection from infection7,8. The extent to which other components of the adaptive response such as T cells may still target Omicron and contribute to protection from severe outcomes is unknown. We assessed the ability of T cells to react with Omicron spike in participants who were vaccinated with Ad26.CoV2.S, BNT162b2, or unvaccinated convalescent COVID-19 patients (n=70). We found that 70-80% of the CD4+ and CD8+ T cell response to spike was maintained across study groups. Moreover, the magnitude of Omicron cross-reactive T cells was similar to Beta and Delta variants, despite Omicron harboring considerably more mutations. In Omicron-infected hospitalized patients (n=19), there were comparable T cell responses to ancestral spike, nucleocapsid and membrane proteins to those patients hospitalized in previous waves dominated by the ancestral, Beta or Delta variants (n=49). Thus, despite Omicron’s extensive mutations and reduced susceptibility to neutralizing antibodies, the majority of T cell responses, induced by vaccination or infection, cross-recognize the variant. It remains to be determined whether well-preserved T cell immunity to Omicron contributes to protection from severe COVID-19, and is linked to early clinical observations from South Africa and elsewhere9–12.
- Published
- 2022
11. Intelligent Methods for Test and Reliability
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Amrouch, H., primary, Anders, J., additional, Becker, S., additional, Betka, M., additional, Bleher, G., additional, Domanski, P., additional, Elhamawy, N., additional, Ertl, T., additional, Gatzastras, A., additional, Genssler, P., additional, Hasler, S., additional, Heinrich, M., additional, van Hoorn, A., additional, Jafarzadeh, H., additional, Kallfass, I., additional, Klemme, F., additional, Koch, S., additional, Kusters, R., additional, Lalama, A., additional, Latty, R., additional, Liao, Y., additional, Lylina, N., additional, Haghi, Z. Najafi, additional, Pfluger, D., additional, Polian, I., additional, Rivoir, J., additional, Sauer, M., additional, Schwachhofer, D., additional, Templin, S., additional, Volmer, C., additional, Wagner, S., additional, Weiskopf, D., additional, Wunderlich, H.-J., additional, Yang, B., additional, and Zimmermann, M., additional
- Published
- 2022
- Full Text
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12. Immune signatures underlying post-acute COVID-19 lung sequelae
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Cheon, I. S., primary, Li, C., additional, Son, Y. M., additional, Goplen, N. P., additional, Wu, Y., additional, Cassmann, T., additional, Wang, Z., additional, Wei, X., additional, Tang, J., additional, Li, Y., additional, Marlow, H., additional, Hughes, S., additional, Hammel, L., additional, Cox, T. M., additional, Goddery, E., additional, Ayasoufi, K., additional, Weiskopf, D., additional, Boonyaratanakornkit, J., additional, Dong, H., additional, Li, H., additional, Chakraborty, R., additional, Johnson, A. J., additional, Edell, E., additional, Taylor, J. J., additional, Kaplan, M. H., additional, Sette, A., additional, Bartholmai, B. J., additional, Kern, R., additional, Vassallo, R., additional, and Sun, J., additional
- Published
- 2021
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13. Comprehensive analysis of T cell immunodominance and immunoprevalence of SARS-CoV-2 epitopes in COVID-19 cases
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Tarke, A., Sidney, J., Kidd, C.K., Dan, J.M., Ramirez, S.I., Yu, E.D., Mateus, J., da Silva Antunes, R., Moore, E., Rubiro, P., Methot, N., Phillips, E., Mallal, S., Frazier, A., Rawlings, S.A., Greenbaum, J.A., Peters, B., Smith, D.M., Crotty, S., Weiskopf, D., Grifoni, A., Sette, A., Tarke, A., Sidney, J., Kidd, C.K., Dan, J.M., Ramirez, S.I., Yu, E.D., Mateus, J., da Silva Antunes, R., Moore, E., Rubiro, P., Methot, N., Phillips, E., Mallal, S., Frazier, A., Rawlings, S.A., Greenbaum, J.A., Peters, B., Smith, D.M., Crotty, S., Weiskopf, D., Grifoni, A., and Sette, A.
- Abstract
T cells are involved in control of SARS-CoV-2 infection. To establish the patterns of immunodominance of different SARS-CoV-2 antigens, and precisely measure virus-specific CD4+ and CD8+ T cells, we study epitope-specific T cell responses of 99 convalescent COVID-19 cases. The SARS-CoV-2 proteome is probed using 1,925 peptides spanning the entire genome, ensuring an unbiased coverage of HLA alleles for class II responses. For HLA class I, we study an additional 5,600 predicted binding epitopes for 28 prominent HLA class I alleles, accounting for wide global coverage. We identify several hundred HLA-restricted SARS-CoV-2-derived epitopes. Distinct patterns of immunodominance are observed, which differ for CD4+ T cells, CD8+ T cells, and antibodies. The class I and class II epitopes are combined into epitope megapools to facilitate identification and quantification of SARS-CoV-2-specific CD4+ and CD8+ T cells.
- Published
- 2021
14. Identification of novel yellow fever Class II epitopes in YF-17D vaccinees
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Mateus, J., Grifoni, A., Voic, H., Angelo, M.A., Phillips, E., Mallal, S., Sidney, J., Sette, A., Weiskopf, D., Mateus, J., Grifoni, A., Voic, H., Angelo, M.A., Phillips, E., Mallal, S., Sidney, J., Sette, A., and Weiskopf, D.
- Abstract
Yellow fever virus (YFV) is a mosquito-borne member of the genus flavivirus, including other important human-pathogenic viruses, such as dengue, Japanese encephalitis, and Zika. Herein, we report identifying 129 YFV Class II epitopes in donors vaccinated with the live attenuated YFV vaccine (YFV-17D). A total of 1156 peptides predicted to bind 17 different common HLA-DRB1 allelic variants were tested using IFNγ ELISPOT assays in vitro re-stimulated peripheral blood mononuclear cells from twenty-six vaccinees. Overall, we detected responses against 215 YFV epitopes. We found that the capsid and envelope proteins, as well as the non-structural (NS) proteins NS3 and NS5, were the most targeted proteins by CD4+ T cells from YF-VAX vaccinated donors. In addition, we designed and validated by flow cytometry a CD4+ mega pool (MP) composed of structural and non-structural epitopes in an independent cohort of vaccinated donors. Overall, this study provides a comprehensive prediction and validation of YFV epitopes in a cohort of YF-17D vaccinated individuals. With the design of a CD4 epitope MP, we further provide a useful tool to detect ex vivo responses of YFV-specific CD4 T cells in small sample volumes.
- Published
- 2020
15. Case Report: Convalescent Plasma, a Targeted Therapy for Patients with CVID and Severe COVID-19
- Author
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Van Damme, K.F.A. (Karel F. A.), Tavernier, S.J. (Simon), Van Roy, N. (Nele), De Leeuw, E. (Elisabeth), Declercq, J. (Jozefien), Bosteels, C. (Cédric), Maes, B. (Bastiaan), De Bruyne, M. (Marieke), Bogaert, D.J.A. (Delfien), Bosteels, V. (Victor), Hoste, L. (Levi), Naesens, L. (Leslie), Maes, P. (Piet), Grifoni, A. (Alba), Weiskopf, D. (Daniela), Sette, A. (Alessandro), Depuydt, P. (Pieter), Van Braeckel, E. (Eva), Haerynck, F. (Filomeen), Lambrecht, B.N.M. (Bart), Van Damme, K.F.A. (Karel F. A.), Tavernier, S.J. (Simon), Van Roy, N. (Nele), De Leeuw, E. (Elisabeth), Declercq, J. (Jozefien), Bosteels, C. (Cédric), Maes, B. (Bastiaan), De Bruyne, M. (Marieke), Bogaert, D.J.A. (Delfien), Bosteels, V. (Victor), Hoste, L. (Levi), Naesens, L. (Leslie), Maes, P. (Piet), Grifoni, A. (Alba), Weiskopf, D. (Daniela), Sette, A. (Alessandro), Depuydt, P. (Pieter), Van Braeckel, E. (Eva), Haerynck, F. (Filomeen), and Lambrecht, B.N.M. (Bart)
- Abstract
The disease course of COVID-19 in patients with immunodeficiencies is unclear, as well as the optimal therapeutic strategy. We report a case of a 37-year old male with common variable immunodeficiency disorder and a severe SARS-CoV-2 infection. After administration of convalescent plasma, the patient’s condition improved rapidly. Despite clinical recovery, viral RNA remained detectable up to 60 days after onset of symptoms. We propose that convalescent plasma might be considered as a treatment option in patients with CVID and severe COVID-19. In addition, in patients with immunodeficiencies, a different clinical course is possible, with prolonged viral shedding.
- Published
- 2020
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16. Identification and characterization of CD4+ T cell epitopes after Shingrix vaccination
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Voic, H., de Vries, R.D., Sidney, J., Rubiro, P., Moore, E., Phillips, E., Mallal, S., Schwan, B., Weiskopf, D., Sette, A., Grifoni, A., Goodrum, F., Voic, H., de Vries, R.D., Sidney, J., Rubiro, P., Moore, E., Phillips, E., Mallal, S., Schwan, B., Weiskopf, D., Sette, A., Grifoni, A., and Goodrum, F.
- Abstract
Infections with varicella-zoster virus (VZV) are associated with a range of clinical manifestations. Primary infection with VZV causes chicken pox. The virus remains latent in neurons, and it can reactivate later in life, causing herpes zoster (HZ). Two different vaccines have been developed to prevent HZ; one is based on a live attenuated VZV strain (Zostavax), and the other is based on adjuvanted gE recombinant protein (Shingrix). While Zostavax efficacy wanes with age, Shingrix protection retains its efficacy in elderly subjects (individuals 80 years of age and older). In this context, it is of much interest to understand if there is a role for T cell immunity in the differential clinical outcome and if there is a correlate of protection between T cell immunity and Shingrix efficacy. In this study, we characterized the Shingrix-specific ex vivo CD4 T cell responses in the context of natural exposure and HZ vaccination using pools of predicted epitopes. We show that T cell reactivity following natural infection and Zostavax vaccination dominantly targets nonstructural (NS) proteins, while Shingrix vaccination redirects dominant reactivity to target gE. We mapped the gE-specific responses following Shingrix vaccination to 89 different gE epitopes, 34 of which accounted for 80% of the response. Using antigen presentation assays and single HLA molecule-transfected lines, we experimentally determined HLA restrictions for 94 different donor/peptide combinations. Finally, we used our results as a training set to assess strategies to predict restrictions based on measured or predicted HLA binding and the corresponding HLA types of the responding subjects.
- Published
- 2020
17. Selective and cross-reactive SARS-CoV-2 T cell epitopes in unexposed humans
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Mateus, J., Grifoni, A., Tarke, A., Sidney, J., Ramirez, S.I., Dan, J.M., Burger, Z.C., Rawlings, S.A., Smith, D.M., Phillips, E., Mallal, S., Lammers, M., Rubiro, P., Quiambao, L., Sutherland, A., Yu, E.D., da Silva Antunes, R., Greenbaum, J., Frazier, A., Markmann, A.J., Premkumar, L., de Silva, A., Peters, B., Crotty, S., Sette, A., Weiskopf, D., Mateus, J., Grifoni, A., Tarke, A., Sidney, J., Ramirez, S.I., Dan, J.M., Burger, Z.C., Rawlings, S.A., Smith, D.M., Phillips, E., Mallal, S., Lammers, M., Rubiro, P., Quiambao, L., Sutherland, A., Yu, E.D., da Silva Antunes, R., Greenbaum, J., Frazier, A., Markmann, A.J., Premkumar, L., de Silva, A., Peters, B., Crotty, S., Sette, A., and Weiskopf, D.
- Abstract
Many unknowns exist about human immune responses to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus. SARS-CoV-2–reactive CD4+ T cells have been reported in unexposed individuals, suggesting preexisting cross-reactive T cell memory in 20 to 50% of people. However, the source of those T cells has been speculative. Using human blood samples derived before the SARS-CoV-2 virus was discovered in 2019, we mapped 142 T cell epitopes across the SARS-CoV-2 genome to facilitate precise interrogation of the SARS-CoV-2–specific CD4+ T cell repertoire. We demonstrate a range of preexisting memory CD4+ T cells that are cross-reactive with comparable affinity to SARS-CoV-2 and the common cold coronaviruses human coronavirus (HCoV)-OC43, HCoV-229E, HCoV-NL63, and HCoV-HKU1. Thus, variegated T cell memory to coronaviruses that cause the common cold may underlie at least some of the extensive heterogeneity observed in coronavirus disease 2019 (COVID-19) disease.
- Published
- 2020
18. Phenotype and kinetics of SARS-CoV-2-specific T cells in COVID-19 patients with acute respiratory distress syndrome
- Author
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Weiskopf, D., Schmitz, K.S., Raadsen, M.P., Grifoni, A., Okba, N.M.A. (Nisreen), Endeman, H., Akker, J.P. (Johannes) van den, Molenkamp, R., Koopmans D.V.M., M.P.G. (Marion), Gorp, E.C.M. (Eric) van, Haagmans, B.L. (Bart), Swart, R.L. (Rik) de, Sette, A. (Alessandro), Vries, R. (René) de, Weiskopf, D., Schmitz, K.S., Raadsen, M.P., Grifoni, A., Okba, N.M.A. (Nisreen), Endeman, H., Akker, J.P. (Johannes) van den, Molenkamp, R., Koopmans D.V.M., M.P.G. (Marion), Gorp, E.C.M. (Eric) van, Haagmans, B.L. (Bart), Swart, R.L. (Rik) de, Sette, A. (Alessandro), and Vries, R. (René) de
- Published
- 2020
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19. Cross-serotypically conserved epitope recommendations for a universal T cell-based dengue vaccine
- Author
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Weiskopf, D, Ahmed, SF, Quadeer, AA, Barton, JP, McKay, MR, Weiskopf, D, Ahmed, SF, Quadeer, AA, Barton, JP, and McKay, MR
- Abstract
Dengue virus (DENV)-associated disease is a growing threat to public health across the globe. Co-circulating as four different serotypes, DENV poses a unique challenge for vaccine design as immunity to one serotype predisposes a person to severe and potentially lethal disease upon infection from other serotypes. Recent experimental studies suggest that an effective vaccine against DENV should elicit a strong T cell response against all serotypes, which could be achieved by directing T cell responses toward cross-serotypically conserved epitopes while avoiding serotype-specific ones. Here, we used experimentally-determined DENV T cell epitopes and patient-derived DENV sequences to assess the cross-serotypic variability of the epitopes. We reveal a distinct near-binary pattern of epitope conservation across serotypes for a large number of DENV epitopes. Based on the conservation profile, we identify a set of 55 epitopes that are highly conserved in at least 3 serotypes. Most of the highly conserved epitopes lie in functionally important regions of DENV non-structural proteins. By considering the global distribution of human leukocyte antigen (HLA) alleles associated with these DENV epitopes, we identify a potentially robust subset of HLA class I and class II restricted epitopes that can serve as targets for a universal T cell-based vaccine against DENV while covering ~99% of the global population.
- Published
- 2020
20. Phenotype and kinetics of SARS-CoV-2-specific T cells in COVID-19 patients with acute respiratory distress syndrome
- Author
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Weiskopf, D, Schmitz, Katharina, Raadsen, Matthijs, Grifoni, A, Okba, Nisreen, Endeman, Rik, van den Akker, Johan, Molenkamp, Richard, Koopmans, Marion, van Gorp, Eric, Haagmans, Bart, de Swart, Rik, Sette, A, de Vries, Rory, Weiskopf, D, Schmitz, Katharina, Raadsen, Matthijs, Grifoni, A, Okba, Nisreen, Endeman, Rik, van den Akker, Johan, Molenkamp, Richard, Koopmans, Marion, van Gorp, Eric, Haagmans, Bart, de Swart, Rik, Sette, A, and de Vries, Rory
- Published
- 2020
21. Case Report: Convalescent Plasma, a Targeted Therapy for Patients with CVID and Severe COVID-19
- Author
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van Damme, KFA, Tavernier, S, van Roy, N, de Leeuw, E, Declercq, J, Bosteels, C, Maes, B, de Bruyne, M, Bogaert, D, Bosteels, V, Hoste, L, Naesens, L, Maes, P, Grifoni, A, Weiskopf, D, Sette, A, Depuydt, P, Van Braeckel, E, Haerynck, F, Lambrecht, Bart, van Damme, KFA, Tavernier, S, van Roy, N, de Leeuw, E, Declercq, J, Bosteels, C, Maes, B, de Bruyne, M, Bogaert, D, Bosteels, V, Hoste, L, Naesens, L, Maes, P, Grifoni, A, Weiskopf, D, Sette, A, Depuydt, P, Van Braeckel, E, Haerynck, F, and Lambrecht, Bart
- Published
- 2020
22. A Comparison of a Transition-based and a Sequence-based Analysis of AOI Transition Sequences
- Author
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Bulling, Andreas, Huckauf, Anke, Jain, Eakta, Radach, Ralph, Weiskopf, Daniel, Bulling, A ( Andreas ), Huckauf, A ( Anke ), Jain, E ( Eakta ), Radach, R ( Ralph ), Weiskopf, D ( Daniel ), Yang, Chia-Kai, Blascheck, Tanja, Wacharamanotham, Chatchavan, Bulling, Andreas, Huckauf, Anke, Jain, Eakta, Radach, Ralph, Weiskopf, Daniel, Bulling, A ( Andreas ), Huckauf, A ( Anke ), Jain, E ( Eakta ), Radach, R ( Ralph ), Weiskopf, D ( Daniel ), Yang, Chia-Kai, Blascheck, Tanja, and Wacharamanotham, Chatchavan
- Abstract
Several visual analytics (VA) systems are used for analyzing eye-tracking data because they synergize human-in-the-loop exploration with speed and accuracy of the computer. In the VA systems, the choices of visualization techniques could afford discovering certain types of insights while hindering others. Understanding these affordances and hindrances is essential to design effective VA systems. In this paper, we focus on two approaches for visualizing AOI transitions: the transition based approach (exemplified by the radial transition graph, RTG) and the sequence-based approach (exemplified by the Alpscarf). We captured the insights generated by two analysts who individually use each visualization technique on the same dataset. Based on the results, we identify four phases of analytic activities and discuss opportunities that the two visualization approaches can complement each other. We point out design implications for VA systems that combine these visualization approaches.
- Published
- 2020
23. Efficient 2D Simulation on Moving 3D Surfaces
- Author
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Morgenroth, D., primary, Reinhardt, S., additional, Weiskopf, D., additional, and Eberhardt, B., additional
- Published
- 2020
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24. Large volume visualization of compressed time-dependent datasets on GPU clusters
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Strengert, M., Magallón, M., Weiskopf, D., Guthe, Stefan, and Ertl, T.
- Published
- 2005
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25. ZikaPLAN: addressing the knowledge gaps and working towards a research preparedness network in the Americas
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Aliyeva, S, Wilder-Smith, A, Preet, R, Brickley, EB, de Alencar Ximenes, RA, de Barros Miranda-Filho, D, Martelli, CMT, de Araújo, TVB, Montarroyos, UR, Moreira, ME, Turchi, MD, Solomon, T, Jacobs, BC, Villamizar, CP, Osorio, L, de Filipps, AMB, Neyts, J, Kaptein, S, Huits, R, Ariën, KK, Willison, HJ, Edgar, JM, Barnett, SC, Peeling, R, Boeras, D, Guzman, MG, de Silva, AM, Falconar, AK, Romero-Vivas, C, Gaunt, MW, Sette, A, Weiskopf, D, Lambrechts, L, Dolk, H, Morris, JK, Orioli, LM, O'Reilly, KM, Yakob, L, Rocklöv, J, Soares, C, Ferreira, MLB, de Oliveira Franca, RF, Precioso, AR, Logan, J, Lang, T, Jamieson, N, Massad, E, Umeå University, London School of Hygiene and Tropical Medicine (LSHTM), Universidade Federal de Pernambuco [Recife] (UFPE), Fundação Oswaldo Cruz / Oswaldo Cruz Foundation (FIOCRUZ), Réseau International des Instituts Pasteur (RIIP), University of Liverpool, Erasmus University Medical Center [Rotterdam] (Erasmus MC), Johns Hopkins University (JHU), Universidad del Valle, Colombia, Instituto Oswaldo Cruz / Oswaldo Cruz Institute [Rio de Janeiro] (IOC), Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP), Rega Institute of Medical Research [Leuven, Belgium], Catholic University of Leuven - Katholieke Universiteit Leuven (KU Leuven), Institute of Tropical Medicine [Antwerp] (ITM), University of Glasgow, Pedro Kouri Institute of Tropical Medicine, University of North Carolina [Chapel Hill] (UNC), University of North Carolina System (UNC), La Jolla Institute for Immunology [La Jolla, CA, États-Unis], University of California [San Diego] (UC San Diego), University of California (UC), Interactions Virus-Insectes - Insect-Virus Interactions (IVI), Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité), University of Ulster, University of London [London], Universidade Federal do Rio de Janeiro (UFRJ), Instituto Butantan [São Paulo], University of Oxford, Universidade de São Paulo = University of São Paulo (USP), Fundacao Getulio Vargas [Rio de Janeiro] (FGV), Immunology, and Neurology
- Subjects
congenital Zika syndrome ,Mosquito Control ,Knowledge management ,Latin Americans ,OUTBREAK ,zika ,encephalitis ,[SDV]Life Sciences [q-bio] ,Health Services Accessibility ,Disease Outbreaks ,0302 clinical medicine ,Open research ,epidemic preparedness ,Pregnancy ,HISTORY ,EPIDEMIOLOGY ,European commission ,030212 general & internal medicine ,microcephaly ,Public, Environmental & Occupational Health ,Zika Virus Infection ,030503 health policy & services ,Health Policy ,lcsh:Public aspects of medicine ,Public Health, Global Health, Social Medicine and Epidemiology ,BRAZIL ,Guillain-Barré syndrome ,sustainability ,TRAVELERS ,3. Good health ,Research objectives ,GUILLAIN-BARRE-SYNDROME ,Population Surveillance ,Preparedness ,Female ,0305 other medical science ,Life Sciences & Biomedicine ,Brazil ,congenital zika syndrome ,Capacity Building ,Clinical cohort ,TRANSMISSION ,birth defect ,VIRUS-INFECTION ,research capacity building ,DIAGNOSIS ,Guillain-Barr? syndrome ,Congenital Abnormalities ,03 medical and health sciences ,Zika ,Research capacity ,Political science ,SURVEILLANCE ,Humans ,european commission ,guillain-barré syndrome ,European Commission ,Science & Technology ,business.industry ,Infant, Newborn ,Public Health, Environmental and Occupational Health ,lcsh:RA1-1270 ,Zika Virus ,Folkhälsovetenskap, global hälsa, socialmedicin och epidemiologi ,Sustainability ,Americas ,business - Abstract
Zika Preparedness Latin American Network (ZikaPLAN) is a research consortium funded by the European Commission to address the research gaps in combating Zika and to establish a sustainable network with research capacity building in the Americas. Here we present a report on ZikaPLAN`s mid-term achievements since its initiation in October 2016 to June 2019, illustrating the research objectives of the 15 work packages ranging from virology, diagnostics, entomology and vector control, modelling to clinical cohort studies in pregnant women and neonates, as well as studies on the neurological complications of Zika infections in adolescents and adults. For example, the Neuroviruses Emerging in the Americas Study (NEAS) has set up more than 10 clinical sites in Colombia. Through the Butantan Phase 3 dengue vaccine trial, we have access to samples of 17,000 subjects in 14 different geographic locations in Brazil. To address the lack of access to clinical samples for diagnostic evaluation, ZikaPLAN set up a network of quality sites with access to well-characterized clinical specimens and capacity for independent evaluations. The International Committee for Congenital Anomaly Surveillance Tools was formed with global representation from regional networks conducting birth defects surveillance. We have collated a comprehensive inventory of resources and tools for birth defects surveillance, and developed an App for low resource regions facilitating the coding and description of all major externally visible congenital anomalies including congenital Zika syndrome. Research Capacity Network (REDe) is a shared and open resource centre where researchers and health workers can access tools, resources and support, enabling better and more research in the region. Addressing the gap in research capacity in LMICs is pivotal in ensuring broad-based systems to be prepared for the next outbreak. Our shared and open research space through REDe will be used to maximize the transfer of research into practice by summarizing the research output and by hosting the tools, resources, guidance and recommendations generated by these studies. Leveraging on the research from this consortium, we are working towards a research preparedness network. ispartof: GLOBAL HEALTH ACTION vol:12 issue:1 ispartof: location:United States status: published
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26. Preface
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Chang, R, Dwyer, T, Fujishiro, I, Isenberg, P, Franconeri, S, Qu, H, Schreck, T, Weiskopf, D, and Weber, GH
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Computation Theory And Mathematics ,Software Engineering ,Artificial Intelligence And Image Processing - Published
- 2019
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27. Characterization of magnitude and antigen specificity of HLA-DP, DQ, and DRB3/4/5 restricted DENV-specific CD4+ T cell responses
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Sette, A., Sidney, J., Weiskopf, D., De Silva, A.M., Phillips, E., Peters, B., Grifoni, A., De Silva, A.D., Mallal, S., Jadi, R., Voic, H., and Moore, E.
- Abstract
Background: Dengue Virus (DENV) associated disease is a major public health problem. Assessment of HLA class II restricted DENV-specific responses is relevant for immunopathology and definition of correlates of protection. While previous studies characterized responses restricted by the HLA-DRB1 locus, the responses associated with other class II loci have not been characterized to date. Accordingly, we mapped HLA-DP, DQ, and DRB3/4/5 restricted DENV-specific CD4 T cell epitopes in PBMCs derived from the DENV endemic region Sri Lanka. Methods: We studied 12 DP, DQ, and DRB3/4/5 alleles that are commonly expressed and provide worldwide coverage >82% for each of the loci analyzed and >99% when combined. CD4+ T cells purified by negative selection were stimulated with pools of HLA-predicted binders for 2 weeks with autologous APC. Epitope reactive T cells were enumerated using IFNγ ELISPOT assay. This strategy was previously applied to identify DRB1 restricted epitopes. In parallel, membrane expression levels of HLA-DR, DP, and DQ proteins was assessed using flow cytometry. Results: Epitopes were identified for all DP, DQ, and DRB3/4/5 allelic variants albeit with magnitudes significantly lower than the ones previously observed for the DRB1 locus. This was in line with lower membrane expression of HLA-DP and DQ molecules on the PBMCs tested, as compared to HLA-DR. Significant differences between loci were observed in antigen immunodominance. Capsid responses were dominant for DRB1/3/4/5 and DP alleles but negligible for the DQ alleles. NS3 responses were dominant in the case of DRB1/3/4/5 and DQ but absent in the case of DP. NS1 responses were prominent in the case of the DP alleles, but negligible in the case of DR and DQ. In terms of epitope specificity, repertoire was largely overlapping between DRB1 and DRB3/4/5, while DP and DQ loci recognized largely distinct epitope sets. Conclusion: The HLA-DP, DQ, and DRB3/4/5 loci mediate DENV-CD4 specific immune responses of lower magnitude as compared to HLA-DRB1, consistent with their lower levels of expression. The responses are associated with distinct and characteristic patterns of immunodominance, and variable epitope overlap across loci.
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28. Characterization of Magnitude and Antigen Specificity of HLA-DP, DQ, and DRB3/4/5 Restricted DENV-Specific CD4+ T Cell Responses
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Grifoni, A., Moore, E., Voic, H., Sidney, J., Phillips, E., Jadi, R., Mallal, S., De Silva, A.D., De Silva, A.M., Peters, B., Weiskopf, D., Sette, A., Grifoni, A., Moore, E., Voic, H., Sidney, J., Phillips, E., Jadi, R., Mallal, S., De Silva, A.D., De Silva, A.M., Peters, B., Weiskopf, D., and Sette, A.
- Abstract
Background: Dengue Virus (DENV) associated disease is a major public health problem. Assessment of HLA class II restricted DENV-specific responses is relevant for immunopathology and definition of correlates of protection. While previous studies characterized responses restricted by the HLA-DRB1 locus, the responses associated with other class II loci have not been characterized to date. Accordingly, we mapped HLA-DP, DQ, and DRB3/4/5 restricted DENV-specific CD4 T cell epitopes in PBMCs derived from the DENV endemic region Sri Lanka. Methods: We studied 12 DP, DQ, and DRB3/4/5 alleles that are commonly expressed and provide worldwide coverage >82% for each of the loci analyzed and >99% when combined. CD4+ T cells purified by negative selection were stimulated with pools of HLA-predicted binders for 2 weeks with autologous APC. Epitope reactive T cells were enumerated using IFNγ ELISPOT assay. This strategy was previously applied to identify DRB1 restricted epitopes. In parallel, membrane expression levels of HLA-DR, DP, and DQ proteins was assessed using flow cytometry. Results: Epitopes were identified for all DP, DQ, and DRB3/4/5 allelic variants albeit with magnitudes significantly lower than the ones previously observed for the DRB1 locus. This was in line with lower membrane expression of HLA-DP and DQ molecules on the PBMCs tested, as compared to HLA-DR. Significant differences between loci were observed in antigen immunodominance. Capsid responses were dominant for DRB1/3/4/5 and DP alleles but negligible for the DQ alleles. NS3 responses were dominant in the case of DRB1/3/4/5 and DQ but absent in the case of DP. NS1 responses were prominent in the case of the DP alleles, but negligible in the case of DR and DQ. In terms of epitope specificity, repertoire was largely overlapping between DRB1 and DRB3/4/5, while DP and DQ loci recognized largely distinct epitope sets. Conclusion: The HLA-DP, DQ, and DRB3/4/5 loci mediate DENV-CD4 specific immune responses of
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29. ZikaPLAN: addressing the knowledge gaps and working towards a research preparedness network in the Americas
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Wilder-Smith, A. (Annelies), Preet, R. (Raman), Brickley, E.B. (Elizabeth B.), Ximenes, R.A.A. (Ricardo Arraes de Alencar), Miranda-Filho, D.B. (Demócrito de Barros), Turchi Martelli, C.M. (Celina Maria), Araújo, T.V.B. (Thália Velho Barreto de), Montarroyos, U.R. (Ulisses Ramos), Moreira, M.E. (Maria Elisabeth), Turchi, M.D. (Marília Dalva), Solomon, T. (Tom), Jacobs, B.C. (Bart), Villamizar, C.P. (Carlos Pardo), Osorio, L. (Lyda), de Filipps, A.M.B. (Ana Maria Bispo), Neyts, J., Kaptein, S.J.F. (Suzanne), Huits, R.M.H.G. (Ralph M. H. G.), Ariën, K.K. (Kevin K.), Willison, H.J. (Hugh), Edgar, J. (Julia), Barnett, S.C. (Susan C.), Peeling, R. (Rosanna), Boeras, D. (Debi), Guzman, M.G. (Maria G.), de Silva, A.M. (Aravinda M.), Falconar, A., Romero-Vivas, C. (Claudia), Gaunt, M.W. (Michael W.), Sette, A. (Alessandro), Weiskopf, D. (Daniela), Lambrechts, L. (Louis), Dolk, H. (Helen), Morris, J.K. (Joan K.), Orioli, I.M. (Ieda M.), O'Reilly, K.M. (Kathleen M.), Yakob, L. (Laith), Rocklöv, J. (Joacim), Soares, C. (Cristiane), Ferreira, M.L.B. (Maria Lúcia Brito), Franca, R.F.O. (Rafael Freitas de Oliveira), Precioso, A.R. (Alexander R.), Logan, J. (James), Lang, T. (Trudie), Jamieson, N. (Nina), Massad, E. (Eduardo), Wilder-Smith, A. (Annelies), Preet, R. (Raman), Brickley, E.B. (Elizabeth B.), Ximenes, R.A.A. (Ricardo Arraes de Alencar), Miranda-Filho, D.B. (Demócrito de Barros), Turchi Martelli, C.M. (Celina Maria), Araújo, T.V.B. (Thália Velho Barreto de), Montarroyos, U.R. (Ulisses Ramos), Moreira, M.E. (Maria Elisabeth), Turchi, M.D. (Marília Dalva), Solomon, T. (Tom), Jacobs, B.C. (Bart), Villamizar, C.P. (Carlos Pardo), Osorio, L. (Lyda), de Filipps, A.M.B. (Ana Maria Bispo), Neyts, J., Kaptein, S.J.F. (Suzanne), Huits, R.M.H.G. (Ralph M. H. G.), Ariën, K.K. (Kevin K.), Willison, H.J. (Hugh), Edgar, J. (Julia), Barnett, S.C. (Susan C.), Peeling, R. (Rosanna), Boeras, D. (Debi), Guzman, M.G. (Maria G.), de Silva, A.M. (Aravinda M.), Falconar, A., Romero-Vivas, C. (Claudia), Gaunt, M.W. (Michael W.), Sette, A. (Alessandro), Weiskopf, D. (Daniela), Lambrechts, L. (Louis), Dolk, H. (Helen), Morris, J.K. (Joan K.), Orioli, I.M. (Ieda M.), O'Reilly, K.M. (Kathleen M.), Yakob, L. (Laith), Rocklöv, J. (Joacim), Soares, C. (Cristiane), Ferreira, M.L.B. (Maria Lúcia Brito), Franca, R.F.O. (Rafael Freitas de Oliveira), Precioso, A.R. (Alexander R.), Logan, J. (James), Lang, T. (Trudie), Jamieson, N. (Nina), and Massad, E. (Eduardo)
- Abstract
Zika Preparedness Latin American Network (ZikaPLAN) is a research consortium funded by the European Commission to address the research gaps in combating Zika and to establish a sustainable network with research capacity building in the Americas. Here we present a report on ZikaPLAN`s mid-term achievements since its initiation in October 2016 to June 2019, illustrating the research objectives of the 15 work packages ranging from virology, diagnostics, entomology and vector control, modelling to clinical cohort studies in pregnant women and neonates, as well as studies on the neurological complications of Zika infections in adolescents and adults. For example, the Neuroviruses Emerging in the Americas Study (NEAS) has set up more than 10 clinical sites in Colombia. Through the Butantan Phase 3 dengue vaccine trial, we have access to samples of 17,000 subjects in 14 different geographic locations in Brazil. To address the lack of access to clinical samples for diagnostic evaluation, ZikaPLAN set up a network of quality sites with access to well-characterized clinical specimens and capacity for independent evaluations. The International Committee for Congenital Anomaly Surveillance Tools was formed with global representation from regional networks conducting birth defects surveillance. We have collated a comprehensive inventory of resources and tools for birth defects surveillance, and developed an App for low resource regions facilitating the coding and description of all major externally visible congenital anomalies including congenital Zika syndrome. Research Capacity Network (REDe) is a shared and open resource centre where researchers and health workers can access tools, resources and support, enabling better and more research in the region. Addressing the gap in research capacity in LMICs is pivotal in ensuring broad-based systems to be prepared for the next outbreak. Our shared and open research space through REDe will be used to maximize the transfer of research
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- 2019
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30. Dengue-specific CD8+ T cell subsets display specialized transcriptomic and TCR profiles
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Tian, Y., Babor, M., Lane, J., Seumois, G., Liang, S., Goonawardhana, N.D.S., De Silva, A.D., Phillips, E.J., Mallal, S.A., da Silva Antunes, R., Grifoni, A., Vijayanand, P., Weiskopf, D., Peters, B., Sette, A., Tian, Y., Babor, M., Lane, J., Seumois, G., Liang, S., Goonawardhana, N.D.S., De Silva, A.D., Phillips, E.J., Mallal, S.A., da Silva Antunes, R., Grifoni, A., Vijayanand, P., Weiskopf, D., Peters, B., and Sette, A.
- Abstract
Accumulating evidence demonstrates that CD8+ T cells contribute to protection from severe dengue virus (DENV) disease and vaccine efficacy. Nevertheless, molecular programs associated with DENV-specific CD8+ T cell subsets have not been defined. Here, we studied the transcriptomic profiles of human DENV-specific CD8+ T cells isolated after stimulation with DENV epitopes from donors who had been infected with DENV multiple times and would therefore be expected to have significant levels of adaptive immunity. We found that DENV-specific CD8+ T cells mainly consisted of effector memory subsets, namely CD45RA−CCR7− effector memory (Tem) and CD45RA+CCR7− effector memory re-expressing CD45RA (Temra) cells, which enacted specific gene expression profiles upon stimulation with cognate antigens. DENV-specific CD8+ T cell subsets in general, and Temra cells in particular, were fully activated and polyfunctional, yet associated with relatively narrow transcriptional responses. Furthermore, we found that DENV-specific CD8+ Tem and Temra cells showed some unique T cell receptor features in terms of overlap and variable (V) gene usage. This study provides a transcriptomic definition of DENV-specific activated human CD8+ T cell subsets and defines a benchmark profile that vaccine-specific responses could aim to reproduce.
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- 2019
31. ZikaPLAN: addressing the knowledge gaps and working towards a research preparedness network in the Americas
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Wilder-Smith, A, Preet, R, Brickley, EB, Ximenes, RAD, Miranda, DDR, Martelli, CMT, de Araujo, TVB, Montarroyos, UR, Moreira, ME, Turchi, MD, Solomon, T, Jacobs, B.C., Villamizar, CP, Osorio, L, de Filipps, AMB, Neyts, J, Kaptein, S, Huits, R, Arien, KK, Willison, HJ, Edgar, JM, Barnett, SC, Peeling, R, Boeras, D, Guzman, MG, Silva, AM, Falconar, AK, Romero-Vivas, C, Gaunt, MW, Sette, A, Weiskopf, D, Lambrechts, L, Dolk, H, Morris, J K, Orioli, IM, O'Reilly, KM, Yakob, L, Rocklov, J, Soares, C, Ferreira, MLB, Franca, RFD, Precioso, AR, Logan, J, Lang, T, Jamieson, N, Massad, E, Wilder-Smith, A, Preet, R, Brickley, EB, Ximenes, RAD, Miranda, DDR, Martelli, CMT, de Araujo, TVB, Montarroyos, UR, Moreira, ME, Turchi, MD, Solomon, T, Jacobs, B.C., Villamizar, CP, Osorio, L, de Filipps, AMB, Neyts, J, Kaptein, S, Huits, R, Arien, KK, Willison, HJ, Edgar, JM, Barnett, SC, Peeling, R, Boeras, D, Guzman, MG, Silva, AM, Falconar, AK, Romero-Vivas, C, Gaunt, MW, Sette, A, Weiskopf, D, Lambrechts, L, Dolk, H, Morris, J K, Orioli, IM, O'Reilly, KM, Yakob, L, Rocklov, J, Soares, C, Ferreira, MLB, Franca, RFD, Precioso, AR, Logan, J, Lang, T, Jamieson, N, and Massad, E
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- 2019
32. Cutting Edge:Transcriptional profiling reveals multifunctional and cytotoxic antiviral responses of zika virus-specific CD8 + T cells
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Harris, E., Peters, B., Collins, M.H., Ricciardi, M.J., De Silva, A.D., Vijayanand, P., Sette, A., Tian, Y., Pham, J., Busch, M., Seumois, G., Norris, P.J., Premkumar, L., De Silva, A.M., Grifoni, A., Costa-Ramos, P., Falconar, A.K., Rosales, S.L., Durbin, A., Weiskopf, D., Stone, M., Kallas, E., Sidney, J., Ledgerwood, J.E., and Romero, C.M.E.
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Zika virus (ZIKV) constitutes an increasing public health problem. Previous studies have shown that CD8 + T cells play an important role in ZIKV-specific protective immunity. We have previously defined antigenic targets of the ZIKV-specific CD8 + T cell response in humans. In this study, we characterized the quality and phenotypes of these responses by a combined use of flow cytometry and transcriptomic methods, using PBMCs from donors deriving from different geographical locations collected in the convalescent phase of infection. We show that ZIKVspecific CD8 + T cells are characterized by a polyfunctional IFN-g signature with upregulation of TNF-a, TNF receptors, and related activation markers, such as CD69, as well as a cytotoxic signature characterized by strong upregulation of GZMB and CRTAM. The signature is stable and not influenced by previous dengue virus exposure, geographical location, or time of sample collection postinfection. To our knowledge, this work elucidates the first in-depth characterization of human CD8 + T cells responding to ZIKV infection.
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- 2018
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33. Sequence-based HLA-A, B, C, DP, DQ, and DR typing of 496 adults from San Diego, California, USA
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Moore, E., Grifoni, A., Weiskopf, D., Schulten, V., Arlehamn, C.S.L., Angelo, M., Pham, J., Leary, S., Sidney, J., Broide, D., Frazier, A., Phillips, E., Mallal, S., Mack, S.J., Sette, A., Moore, E., Grifoni, A., Weiskopf, D., Schulten, V., Arlehamn, C.S.L., Angelo, M., Pham, J., Leary, S., Sidney, J., Broide, D., Frazier, A., Phillips, E., Mallal, S., Mack, S.J., and Sette, A.
- Abstract
DNA sequence-based typing at the HLA-A, -B, -C, -DPB1, -DQA1, -DQB1, and -DRB1 loci was performed on 496 healthy adult donors from San Diego, California, to characterize allele frequencies in support of studies of T cell responses to common allergens. Deviations from Hardy Weinberg proportions were detected at each locus except A and C. Several alleles were found in more than 15% of individuals, including the class II alleles DPB1∗02:01, DPB1∗04:01, DQA1∗01:02, DQA1∗05:01, DQB1∗03:01, and the class I allele A∗02:01. Genotype data will be available in the Allele Frequencies Net Database (AFND 3562).
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- 2018
34. Sequence-based HLA-A, B, C, DP, DQ, and DR typing of 339 adults from Managua, Nicaragua
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Weiskopf, D., Grifoni, A., Arlehamn, C.S.L., Angelo, M., Leary, S., Sidney, J., Frazier, A., Mack, S.J., Phillips, E., Mallal, S., Cerpas, C., Balmaseda, A., Harris, E., Sette, A., Weiskopf, D., Grifoni, A., Arlehamn, C.S.L., Angelo, M., Leary, S., Sidney, J., Frazier, A., Mack, S.J., Phillips, E., Mallal, S., Cerpas, C., Balmaseda, A., Harris, E., and Sette, A.
- Abstract
DNA sequence-based typing at the HLA-A, -B, -C, -DPB1, -DQA1, -DQB1, and -DRB1 loci was performed on anonymized samples provided by 339 healthy adult blood bank donors in Managua, Nicaragua. The purpose of the study was to characterize allele frequencies in the local population to support studies of T cell immunity against pathogens, including Dengue virus. Deviations from Hardy Weinberg proportions were detected for all class II loci (HLA-DPB1, -DQA1, -DQB1 and -DRB1), and at the class I C locus, but not at the class I A and B loci. The genotype data will be available in the Allele Frequencies Net Database.
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- 2018
35. Eye Tracking and Visualization: Introduction to the Special Thematic Issue of the Journal of Eye Movement Research
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Burch, M., Chuang, L., Duchowski, A., Weiskopf, D., and Groner, R.
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There is a growing interest in eye tracking technologies applied to support traditional visualization techniques like diagrams, charts, maps, or plots, either static, animated, or interactive ones. More complex data analyses are required to derive knowledge and meaning from the data. Eye tracking systems serve that purpose in combination with biological and computer vision, cognition, perception, visualization, human-computer-interaction, as well as usability and user experience research. The 10 articles collected in this thematic special issue provide interesting examples how sophisticated methods of data analysis and representation enable researchers to discover and describe fundamental spatio-temporal regularities in the data. The human visual system, supported by appropriate visualization tools, enables the human operator to solve complex tasks, like understanding and interpreting three-dimensional medical images, controlling air traffic by radar displays, supporting instrument flight tasks, or interacting with virtual realities. The development and application of new visualization techniques is of major importance for future technological progress.
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- 2017
36. Quality Metrics for Information Visualization
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Behrisch, M., primary, Blumenschein, M., additional, Kim, N. W., additional, Shao, L., additional, El‐Assady, M., additional, Fuchs, J., additional, Seebacher, D., additional, Diehl, A., additional, Brandes, U., additional, Pfister, H., additional, Schreck, T., additional, Weiskopf, D., additional, and Keim, D. A., additional
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- 2018
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37. Patterns of Cellular Immunity Associated with Experimental Infection with rDEN2Δ30 (Tonga/74) Support Its Suitability as a Human Dengue Virus Challenge Strain
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Grifoni, A., Angelo, M., Sidney, J., Paul, S., Peters, Bjoern, de Silva, A.D., Phillips, E., Mallal, S., Diehl, S.A., Botten, J., Boyson, J., Kirkpatrick, B.D., Whitehead, S.S., Durbin, A.P., Sette, A., Weiskopf, D., García-Sastre, A., Grifoni, A., Angelo, M., Sidney, J., Paul, S., Peters, Bjoern, de Silva, A.D., Phillips, E., Mallal, S., Diehl, S.A., Botten, J., Boyson, J., Kirkpatrick, B.D., Whitehead, S.S., Durbin, A.P., Sette, A., Weiskopf, D., and García-Sastre, A.
- Abstract
A deletion variant of the dengue virus (DENV) serotype 2 (DENV2) Tonga/74 strain lacking 30 nucleotides from its 3′ untranslated region (rDEN2Δ30) has previously been established for use in a controlled human DENV challenge model. To evaluate if this model is appropriate for the derivation of correlates of protection for DENV vaccines on the basis of cellular immunity, we wanted to compare the cellular immune response to this challenge strain to the response induced by natural infection. To achieve this, we predicted HLA class I- and class II-restricted peptides from rDEN2Δ30 and used them in a gamma interferon enzyme-linked immunosorbent spot assay to interrogate CD8+ and CD4+ T cell responses in healthy volunteers infected with rDEN2Δ30. At the level of CD8 responses, vigorous ex vivo responses were detected in approximately 80% of donors. These responses were similar in terms of the magnitude and the numbers of epitopes recognized to the responses previously observed in peripheral blood mononuclear cells from donors from regions where DENV is hyperendemic. The similarity extended to the immunodominance hierarchy of the DENV nonstructural proteins, with NS3, NS5, and NS1 being dominant in both donor cohorts. At the CD4 level, the responses to rDEN2Δ30 vaccination were less vigorous than those to natural DENV infection and were more focused on nonstructural proteins. The epitopes recognized following rDEN2Δ30 infection and natural infection were largely overlapping for both the CD8 (100%) and CD4 (85%) responses. Finally, rDEN2Δ30 induced stronger CD8 responses than other, more attenuated DENV isolates.
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- 2017
38. Global assessment of dengue Virus-Specific CD4+ T cell responses in Dengue-Endemic areas
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Grifoni, A., Angelo, M.A., Lopez, B., O’Rourke, P.H., Sidney, J., Cerpas, C., Balmaseda, A., Silveira, C.G.T., Maestri, A., Costa, P.R., Durbin, A.P., Diehl, S.A., Phillips, E., Mallal, S., De Silva, A.D., Nchinda, G., Nkenfou, C., Collins, M.H., de Silva, A.M., Lim, M.Q., Macary, P.A., Tatullo, F., Solomon, T., Satchidanandam, V., Desai, A., Ravi, V., Coloma, J., Turtle, L., Rivino, L., Kallas, E.G., Peters, B., Harris, E., Sette, A., Weiskopf, D., Grifoni, A., Angelo, M.A., Lopez, B., O’Rourke, P.H., Sidney, J., Cerpas, C., Balmaseda, A., Silveira, C.G.T., Maestri, A., Costa, P.R., Durbin, A.P., Diehl, S.A., Phillips, E., Mallal, S., De Silva, A.D., Nchinda, G., Nkenfou, C., Collins, M.H., de Silva, A.M., Lim, M.Q., Macary, P.A., Tatullo, F., Solomon, T., Satchidanandam, V., Desai, A., Ravi, V., Coloma, J., Turtle, L., Rivino, L., Kallas, E.G., Peters, B., Harris, E., Sette, A., and Weiskopf, D.
- Abstract
Background: Dengue is a major public health problem worldwide. Assessment of adaptive immunity is important to understanding immunopathology and to define correlates of protection against dengue virus (DENV). To enable global assessment of CD4+ T cell responses, we mapped HLA-DRB1-restricted DENV-specific CD4+ T cell epitopes in individuals previously exposed to DENV in the general population of the dengue-endemic region of Managua, Nicaragua. Methods: HLA class II epitopes in the population of Managua were identified by an in vitro IFNγ ELISPOT assay. CD4+ T cells purified by magnetic bead negative selection were stimulated with HLA-matched epitope pools in the presence of autologous antigen-presenting cells, followed by pool deconvolution to identify specific epitopes. The epitopes identified in this study were combined with those previously identified in the DENV endemic region of Sri Lanka, to generate a “megapool” (MP) consisting of 180 peptides specifically designed to achieve balanced HLA and DENV serotype coverage. The DENV CD4MP180 was validated by intracellular cytokine staining assays. Results: We detected responses directed against a total of 431 epitopes, representing all 4 DENV serotypes, restricted by 15 different HLA-DRB1 alleles. The responses were associated with a similar pattern of protein immunodominance, overall higher magnitude of responses, as compared to what was observed previously in the Sri Lanka region. Based on these epitope mapping studies, we designed a DENV CD4 MP180 with higher and more consistent coverage, which allowed the detection of CD4+ T cell DENV responses ex vivo in various cohorts of DENV exposed donors worldwide, including donors from Nicaragua, Brazil, Singapore, Sri Lanka, and U.S. domestic flavivirus-naïve subjects immunized with Tetravalent Dengue Live-Attenuated Vaccine (TV005). This broad reactivity reflects that the 21 HLA-DRB1 alleles analyzed in this and previous studies account for more than 80% of alleles prese
- Published
- 2017
39. T cells from patients with Parkinson’s disease recognize α-synuclein peptides
- Author
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Sulzer, D., Alcalay, R.N., Garretti, F., Cote, L., Kanter, E., Agin-Liebes, J., Liong, C., McMurtrey, C., Hildebrand, W.H., Mao, X., Dawson, V.L., Dawson, T.M., Oseroff, C., Pham, J., Sidney, J., Dillon, M.B., Carpenter, C., Weiskopf, D., Phillips, E., Mallal, S., Peters, B., Frazier, A., Lindestam Arlehamn, C.S., Sette, A., Sulzer, D., Alcalay, R.N., Garretti, F., Cote, L., Kanter, E., Agin-Liebes, J., Liong, C., McMurtrey, C., Hildebrand, W.H., Mao, X., Dawson, V.L., Dawson, T.M., Oseroff, C., Pham, J., Sidney, J., Dillon, M.B., Carpenter, C., Weiskopf, D., Phillips, E., Mallal, S., Peters, B., Frazier, A., Lindestam Arlehamn, C.S., and Sette, A.
- Abstract
Genetic studies have shown the association of Parkinson's disease with alleles of the major histocompatibility complex. Here we show that a defined set of peptides that are derived from α-synuclein, a protein aggregated in Parkinson's disease, act as antigenic epitopes displayed by these alleles and drive helper and cytotoxic T cell responses in patients with Parkinson's disease. These responses may explain the association of Parkinson's disease with specific major histocompatibility complex alleles.
- Published
- 2017
40. Sequence-based HLA-A, B, C, DP, DQ, and DR typing of 714 adults from Colombo, Sri Lanka
- Author
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Grifoni, A., Weiskopf, D., Lindestam Arlehamn, C.S., Angelo, M., Leary, S., Sidney, J., Frazier, A., Phillips, E., Mallal, S., Mack, S.J., Tippalagama, R., Goonewardana, S., Premawansa, S., Premawansa, G., Wijewickrama, A., De Silva, A.D., Sette, A., Grifoni, A., Weiskopf, D., Lindestam Arlehamn, C.S., Angelo, M., Leary, S., Sidney, J., Frazier, A., Phillips, E., Mallal, S., Mack, S.J., Tippalagama, R., Goonewardana, S., Premawansa, S., Premawansa, G., Wijewickrama, A., De Silva, A.D., and Sette, A.
- Abstract
DNA sequence-based typing at the HLA-A, -B, -C, -DPB1, -DQA1, -DQB1, and -DRB1 loci was performed on 714 healthy adult blood bank donors from Colombo, Sri Lanka, to characterize allele frequencies in support of studies on T cell immunity against pathogens, including Dengue virus. Deviations from Hardy Weinberg proportions were not detected at any locus. Several alleles were found in >30% of individuals, including the class II alleles DPB1 * 04:01, DPB1 * 02:01, DQB1 * 06:01 and DRB1 * 07:01, and the class I alleles A * 33:03 and A * 24:02. Genotype data will be available in the Allele Frequencies Net Database.
- Published
- 2017
41. Prior dengue virus exposure shapes T Cell immunity to Zika Virus in humans
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Grifoni, A., Pham, J., Sidney, J., O'Rourke, P.H., Paul, S., Peters, B., Martini, S.R., de Silva, A.D., Ricciardi, M.J., Magnani, D.M., Silveira, C.G.T., Maestri, A., Costa, P.R., de-Oliveira-Pinto, L.M., de Azeredo, E.L., Damasco, P.V., Phillips, E., Mallal, S., de Silva, A.M., Collins, M., Durbin, A., Diehl, S.A., Cerpas, C., Balmaseda, A., Kuan, G., Coloma, J., Harris, E., Crowe, J.E., Stone, M., Norris, P.J., Busch, M., Vivanco-Cid, H., Cox, J., Graham, B.S., Ledgerwood, J.E., Turtle, L., Solomon, T., Kallas, E.G., Watkins, D.I., Weiskopf, D., Sette, A., Dermody, T.S., Grifoni, A., Pham, J., Sidney, J., O'Rourke, P.H., Paul, S., Peters, B., Martini, S.R., de Silva, A.D., Ricciardi, M.J., Magnani, D.M., Silveira, C.G.T., Maestri, A., Costa, P.R., de-Oliveira-Pinto, L.M., de Azeredo, E.L., Damasco, P.V., Phillips, E., Mallal, S., de Silva, A.M., Collins, M., Durbin, A., Diehl, S.A., Cerpas, C., Balmaseda, A., Kuan, G., Coloma, J., Harris, E., Crowe, J.E., Stone, M., Norris, P.J., Busch, M., Vivanco-Cid, H., Cox, J., Graham, B.S., Ledgerwood, J.E., Turtle, L., Solomon, T., Kallas, E.G., Watkins, D.I., Weiskopf, D., Sette, A., and Dermody, T.S.
- Abstract
While progress has been made in characterizing humoral immunity to Zika virus (ZIKV) in humans, little is known regarding the corresponding T cell responses to ZIKV. Here we investigate the kinetics and viral epitopes targeted by T cells responding to ZIKV and address the critical question of whether pre-existing dengue virus (DENV) T cell immunity modulates these responses. We find that memory T cell responses elicited by prior infection with DENV or vaccination with Tetravalent Dengue Attenuated Vaccines (TDLAV) recognize ZIKV-derived peptides. This cross-reactivity is explained by the sequence similarity of the two viruses, as the ZIKV peptides recognized by DENV-elicited memory T cells are identical or highly conserved in DENV and ZIKV. DENV exposure prior to ZIKV infection also influences the timing and magnitude of the T cell response. ZIKV-reactive T cells in the acute phase of infection are detected earlier and in greater magnitude in DENV-immune patients. Conversely, the frequency of ZIKV-reactive T cells continues to rise in the convalescent phase in DENV-naive donors, but declines in DENV pre-exposed donors, compatible with more efficient control of ZIKV replication and/or clearance of ZIKV antigen. The quality of responses is also influenced by previous DENV exposure, and ZIKV-specific CD8 T cells form DENV pre-exposed donors selectively up-regulated granzyme B and PD1, as compared to DENV-naïve donors. Finally, we discovered that ZIKV structural proteins (E, prM and C) are major targets of both the CD4 and CD8 T cell responses, whereas DENV T cell epitopes are found primarily in nonstructural proteins.
- Published
- 2017
42. Definition of human epitopes recognized in tetanus toxoid and development of an assay strategy to detect Ex Vivo tetanus CD4+ T cell responses
- Author
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da Silva Antunes, R., Paul, S., Sidney, J., Weiskopf, D., Dan, J.M., Phillips, E., Mallal, S., Crotty, S., Sette, A., Lindestam Arlehamn, C.S., da Silva Antunes, R., Paul, S., Sidney, J., Weiskopf, D., Dan, J.M., Phillips, E., Mallal, S., Crotty, S., Sette, A., and Lindestam Arlehamn, C.S.
- Abstract
Despite widespread uses of tetanus toxoid (TT) as a vaccine, model antigen and protein carrier, TT epitopes have been poorly characterized. Herein we defined the human CD4+ T cell epitope repertoire by reevaluation of previously described epitopes and evaluation of those derived from prediction of HLA Class II binding. Forty-seven epitopes were identified following in vitro TT stimulation, with 28 epitopes accounting for 90% of the total response. Despite this diverse range of epitopes, individual responses were associated with only a few immunodominant epitopes, with each donor responding on average to 3 epitopes. For the top 14 epitopes, HLA restriction could be inferred based on HLA typing of the responding donors. HLA binding predictions re-identified the vast majority of known epitopes, and identified 24 additional novel epitopes. With these epitopes, we created a TT epitope pool, which allowed us to characterize TT responses directly ex vivo using a cytokine-independent Activation Induced Marker (AIM) assay. These TT responses were highly Th1 or Th2 polarized, which was dependent upon the original priming vaccine, either the cellular DTwP or acellular DTaP formulation. This polarization remained despite the original priming having occurred decades past and a recent booster immunization with a reduced acellular vaccine formulation. While TT responses following booster vaccination were not durably increased in magnitude, they were associated with a relative expansion of CD4+ effector memory T cells.
- Published
- 2017
43. Visualizing a Sequence of a Thousand Graphs (or Even More)
- Author
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Burch, M., primary, Hlawatsch, M., additional, and Weiskopf, D., additional
- Published
- 2017
- Full Text
- View/download PDF
44. Visualization of Eye Tracking Data: A Taxonomy and Survey
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Blascheck, T., primary, Kurzhals, K., additional, Raschke, M., additional, Burch, M., additional, Weiskopf, D., additional, and Ertl, T., additional
- Published
- 2017
- Full Text
- View/download PDF
45. Dengue virus infection elicits highly polarized CX3CR1+ cytotoxic CD4+ T cells associated with protective immunity
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De Silva, A.D., Sette, A., De Silva, A.M., Bangs, D.J., Weiskopf, D., Peters, B., Kolla, R.V., Crotty, S., and Sidney, J.
- Subjects
viruses - Abstract
Dengue virus (DENV) is a rapidly spreading pathogen with unusual pathogenesis, and correlates of protection from severe dengue disease and vaccine efficacy have not yet been established. Although DENV-specific CD8+ T-cell responses have been extensively studied, the breadth and specificity of CD4+ T-cell responses remains to be defined. Here we define HLA-restricted CD4+ T-cell epitopes resulting from natural infection with dengue virus in a hyperepidemic setting. Ex vivo flow-cytometric analysis of DENV-specific CD4+ T cells revealed that the virus-specific cells were highly polarized, with a strong bias toward a CX3CR1+ Eomesodermin+ perforin+ granzyme B+ CD45RA+ CD4 CTL phenotype. Importantly, these cells correlated with a protective HLA DR allele, and we demonstrate that these cells have direct ex vivo DENV-specific cytolytic activity. We speculate that cytotoxic dengue-specific CD4+ T cells may play a role in the control of dengue infection in vivo, and this immune correlate may be a key target for dengue virus vaccine development.
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- 2015
- Full Text
- View/download PDF
46. Human CD4 + T Cell Responses to an Attenuated Tetravalent Dengue Vaccine Parallel Those Induced by Natural Infection in Magnitude, HLA Restriction, and Antigen Specificity
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Angelo, M.A., Grifoni, A., O'Rourke, P.H., Sidney, J., Paul, S., Peters, B., De Silva, A.D., Phillips, E., Mallal, S., Diehl, S.A., Kirkpatrick, B.D., Whitehead, S.S., Durbin, A.P., Sette, A., Weiskopf, D., Frueh, K., Angelo, M.A., Grifoni, A., O'Rourke, P.H., Sidney, J., Paul, S., Peters, B., De Silva, A.D., Phillips, E., Mallal, S., Diehl, S.A., Kirkpatrick, B.D., Whitehead, S.S., Durbin, A.P., Sette, A., Weiskopf, D., and Frueh, K.
- Abstract
Dengue virus (DENV) is responsible for growing numbers of infections worldwide and has proven to be a significant challenge for vaccine development. We previously demonstrated that CD8+ T cell responses elicited by a dengue live attenuated virus (DLAV) vaccine resemble those observed after natural infection. In this study, we screened peripheral blood mononuclear cells (PBMCs) from donors vaccinated with a tetravalent DLAV vaccine (TV005) with pools of dengue virus-derived predicted major histocompatibility complex (MHC) class II binding peptides. The definition of CD4+ T cell responses after live vaccination is important because CD4+ T cells are known contributors to host immunity, including cytokine production, help for CD8+ T and B cells, and direct cytotoxicity against infected cells. While responses to all antigens were observed, DENV-specific CD4+ T cells were focused predominantly on the capsid and nonstructural NS3 and NS5 antigens. Importantly, CD4+ T cell responses in vaccinees were similar in magnitude and breadth to those after natural infection, recognized the same antigen hierarchy, and had similar profiles of HLA restriction. We conclude that TV005 vaccination has the capacity to elicit CD4+ cell responses closely mirroring those observed in a population associated with natural immunity.
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- 2016
47. HLA-DRB1 alleles are associated with different magnitudes of dengue Virus–Specific CD4+T-Cell responses
- Author
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Weiskopf, D., Angelo, M.A., Grifoni, A., O'Rourke, P.H., Sidney, J., Paul, S., De Silva, A.D., Phillips, E., Mallal, S., Premawansa, S., Premawansa, G., Wijewickrama, A., Peters, B., Sette, A., Weiskopf, D., Angelo, M.A., Grifoni, A., O'Rourke, P.H., Sidney, J., Paul, S., De Silva, A.D., Phillips, E., Mallal, S., Premawansa, S., Premawansa, G., Wijewickrama, A., Peters, B., and Sette, A.
- Abstract
Background. Each year dengue virus (DENV) infects 400 million human but causes symptomatic disease in only a subset of patients, suggesting that host genetic factors may play a role. HLA molecules that restrict T-cell responses are one of the most polymorphic host factors in humans. Methods. Here we map HLA DRB1–restricted DENV-specific epitopes in individuals previously exposed to DENV, to identify the breadth and specificity of CD4+ T-cell responses. To investigate whether HLA-specific variations in the magnitude of response might predict associations between dengue outcomes and HLA-DRB1 alleles, we assembled samples from hospitalized patients with known severity of disease. Results. The capsid protein followed by nonstructural protein 3 (NS3), NS2A, and NS5 were the most targeted proteins. We further noticed a wide variation in magnitude of T-cell responses as a function of the restricting DRB1 allele and found several HLA alleles that showed trends toward a lower risk of hospitalized disease were associated with a higher magnitude of T-cell responses. Conclusions. Comprehensive identification of unique CD4+ T-cell epitopes across the 4 DENV serotypes allows the testing of T-cell responses by use of a simple, approachable technique and points to important implications for vaccine design.
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- 2016
48. Induction of autophagy by spermidine promotes longevity
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Eisenberg T, Knauer H, Schauer A, Fussi H, Buttner S, Ruckenstuhl C, Carmona-Gutierrez D, Ring J, Schroder S, Antonacci L, Fahrenkrog B, Deszcz L, Hartl R, Magnes C, Sinner F, Schraml E, Criollo A, Megalou E, Weiskopf D, Laun P, Heeren G, Breitenbach M, Grubeck-Loebenstein B, Herker E, Frohlich K.-U, Tavernarakis N, Minois N, Kroemer G. and Madeo F., Eisenberg T., Knauer H., Schauer A., Fussi H., Buttner S., Ruckenstuhl C., Carmona-Gutierrez D., Ring J., Schroder S., Antonacci L., Fahrenkrog B., Deszcz L., Hartl R., Magnes C., Sinner F., Schraml E., Criollo A., Megalou E., Weiskopf D., Laun P., Heeren G., Breitenbach M., Grubeck-Loebenstein B., Herker E., Frohlich K.-U., Tavernarakis N., Minois N., Kroemer G., and Madeo F.
- Published
- 2009
49. Visual Analysis of Time-Dependent Multivariate Data from Dairy Farming Industry
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Di Silvestro, L., Burch, M., Caccamo, M., Weiskopf, D., Beck, F., and Giovanni Gallo
- Published
- 2014
50. Analysis and visualisation of movement: an interdisciplinary review
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Demšar, U., Buchin, K.A., Cagnacci, F., Safi, K., Speckmann, B., de Weghe, N., Weiskopf, D., Weibel, R., Demšar, U., Buchin, K.A., Cagnacci, F., Safi, K., Speckmann, B., de Weghe, N., Weiskopf, D., and Weibel, R.
- Abstract
The processes that cause and influence movement are one of the main points of enquiry in movement ecology. However, ecology is not the only discipline interested in movement: a number of information sciences are specialising in analysis and visualisation of movement data. The recent explosion in availability and complexity of movement data has resulted in a call in ecology for new appropriate methods that would be able to take full advantage of the increasingly complex and growing data volume. One way in which this could be done is to form interdisciplinary collaborations between ecologists and experts from information sciences that analyse movement. In this paper we present an overview of new movement analysis and visualisation methodologies resulting from such an interdisciplinary research network: the European COST Action "MOVE - Knowledge Discovery from Moving Objects" (http://www.move-cost.info). This international network evolved over four years and brought together some 140 researchers from different disciplines: those that collect movement data (out of which the movement ecology was the largest represented group) and those that specialise in developing methods for analysis and visualisation of such data (represented in MOVE by computational geometry, geographic information science, visualisation and visual analytics). We present MOVE achievements and at the same time put them in ecological context by exploring relevant ecological themes to which MOVE studies do or potentially could contribute.
- Published
- 2015
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