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Wyler E, Franke V, Menegatti J, Kocks C, Boltengagen A, Praktiknjo S, Walch-Rückheim B, Bosse J, Rajewsky N, Grässer F, Akalin A, Landthaler M. Single-cell RNA-sequencing of herpes simplex virus 1-infected cells connects NRF2 activation to an antiviral program. Nat Commun 2019; 10:4878. [PMID: 31653857 PMCID: PMC6814756 DOI: 10.1038/s41467-019-12894-z] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Accepted: 09/26/2019] [Indexed: 01/10/2023] Open
Abstract
Herpesvirus infection initiates a range of perturbations in the host cell, which remain poorly understood at the level of individual cells. Here, we quantify the transcriptome of single human primary fibroblasts during the first hours of lytic infection with HSV-1. By applying a generalizable analysis scheme, we define a precise temporal order of early viral gene expression and propose a set-wise emergence of viral genes. We identify host cell genes and pathways relevant for infection by combining three different computational approaches: gene and pathway overdispersion analysis, prediction of cell-state transition probabilities, as well as future cell states. One transcriptional program, which correlates with increased resistance to infection, implicates the transcription factor NRF2. Consequently, Bardoxolone methyl and Sulforaphane, two known NRF2 agonists, impair virus production, suggesting that NRF2 activation restricts viral infection. Our study provides insights into early stages of HSV-1 infection and serves as a general blueprint for the investigation of heterogeneous cell states in virus infection.
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Affiliation(s)
- Emanuel Wyler
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany
| | - Vedran Franke
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany
| | - Jennifer Menegatti
- Institute of Virology, Saarland University Medical School, Kirrbergerstrasse Haus, 4766421, Homburg/Saar, Germany
| | - Christine Kocks
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany
| | - Anastasiya Boltengagen
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany
| | - Samantha Praktiknjo
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany
| | - Barbara Walch-Rückheim
- Institute of Virology and Center of Human und Molecular Biology, Saarland University, Saarbrücken, Germany
| | - Jens Bosse
- Heinrich Pette Institute (HPI), Leibniz Institute for Experimental Virology, Hamburg, Germany
| | - Nikolaus Rajewsky
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany
| | - Friedrich Grässer
- Institute of Virology, Saarland University Medical School, Kirrbergerstrasse Haus, 4766421, Homburg/Saar, Germany
| | - Altuna Akalin
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany.
| | - Markus Landthaler
- Berlin Institute for Medical Systems Biology, Max-Delbrück-Center for Molecular Medicine in the Helmholtz Association, Robert-Rössle-Strasse 10, 13125, Berlin, Germany.
- IRI Life Sciences, Institute für Biologie, Humboldt Universität zu Berlin, Philippstraße 13, 10115, Berlin, Germany.
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Bosse J, Pathak KN, Singh GS. Analytical pair correlations in ideal quantum gases: temperature-dependent bunching and antibunching. Phys Rev E Stat Nonlin Soft Matter Phys 2011; 84:042101. [PMID: 22181205 DOI: 10.1103/physreve.84.042101] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2011] [Revised: 09/08/2011] [Indexed: 05/31/2023]
Abstract
The fluctuation-dissipation theorem together with the exact density response spectrum for ideal quantum gases has been utilized to yield a new expression for the static structure factor, which we use to derive exact analytical expressions for the temperature-dependent pair distribution function g(r) of the ideal gases. The plots of bosonic and fermionic g(r) display "Bose pile" and "Fermi hole" typically akin to bunching and antibunching as observed experimentally for ultracold atomic gases. The behavior of spin-scaled pair correlation for fermions is almost featureless, but bosons show a rich structure including long-range correlations near T(c). The coherent state at T=0 shows no correlation at all, just like single-mode lasers. The depicted decreasing trend in correlation with decrease in temperature for T<T(c) should be observable in accurate experiments.
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Affiliation(s)
- J Bosse
- Institute of Theoretical Physics, Freie Universität, Berlin D-14195, Germany
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Wilke SD, Chen HC, Bosse J. Dielectric and transport properties of a supercooled symmetrical molten salt. Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics 1999; 60:3136-49. [PMID: 11970121 DOI: 10.1103/physreve.60.3136] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/12/1999] [Revised: 06/04/1999] [Indexed: 04/18/2023]
Abstract
The liquid-glass transition of the restricted primitive model for a symmetrical molten salt is studied using mode-coupling theory. The transition at high densities is predicted to obey the Lindemann criterion for melting, and the charge-density peak found in neutron-scattering experiments on ionic glass formers is qualitatively reproduced. Frequency-dependent dielectric functions, shear viscosities, and dynamical conductivities of the supercooled liquid are presented. Comparing the latter to the diffusion constant, we find that mode-coupling theory reproduces the Nernst-Einstein relation. The Stokes-Einstein radius is found to be approximately equal to the particle radius only near the high-density glass transition.
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Affiliation(s)
- S D Wilke
- Institut für Theoretische Physik, Freie Universität Berlin, Arnimallee 14, D-14195 Berlin, Germany
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Nielsen K, Smith P, Gall D, Perez B, Cosma C, Mueller P, Trottier J, Cote G, Boag L, Bosse J. Development and validation of an indirect enzyme immunoassay for detection of antibody to Brucella abortus in milk. Vet Microbiol 1996; 52:165-73. [PMID: 8914260 DOI: 10.1016/0378-1135(96)00059-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
An indirect enzyme immunoassay for detection of antibody to Brucella abortus in bovine milk was developed and validated using 6238 milk samples from Canadian herds (brucellosis free) and 202 samples from herds infected with B. abortus (from Argentina and Chile). The assay utilized lipopolysaccharide as the antigen, immobilized on the polystyrene matrix, whole milk to test and a mouse monoclonal antibody, specific for an epitope of bovine IgG1, conjugated with horseradish peroxidase. The sensitivity of the assay was 95.2% +/- 3.7% at a confidence limit of 95% for samples from B. abortus infected herds obtained from chile and 98.7% +/- 0.3% at a confidence limit of 95% for samples from similar herds in Argentina. Of the negative milk samples tested, 77 gave a result above the threshold value of 0.200 optical density units. When the 77 false positive samples were retested using 7.5 mM (final concentration) of EDTA and ethyleneglycol-bis-aminoether-N,N,N', N'-tetraacetic acid (EGTA), the number of false positive reactions was reduced to 3, giving a diagnostic specificity of 99.95%. The divalent cation chelating agents did not affect positive reactions and the sensitivity remained the same. Based on control samples included with each assay, the performance of the assay was consistent.
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Affiliation(s)
- K Nielsen
- Agriculture and Agri-Food Canada, Animal Diseases Research Institute, Nepean, Ontario, Canada
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Nielsen K, Kelly L, Gall D, Smith P, Bosse J, Nicoletti P, Kelly W. The use of divalent cation chelating agents (EDTA/EGTA) to reduce non-specific serum protein interaction in enzyme immunoassay. Vet Res Commun 1994; 18:433-7. [PMID: 7701780 DOI: 10.1007/bf01839419] [Citation(s) in RCA: 22] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
An indirect enzyme immunoassay (ELISA) for detection of bovine antibody to Brucella abortus was modified by the addition of divalent chelating agents to the serum diluent. This addition resulted in an increase in specificity from 96.0% in the regular assay to 99.4% in the modified procedure. Of the 15,715 sera initially tested by the indirect ELISA, 691 that had given positive reactions were selected for retesting in the indirect ELISA with EDTA/EGTA added. The buffered plate antigen test (BPAT) correctly identified 98.6% of the samples as negative. The addition of chelating agents did not alter the sensitivity of the indirect ELISA, which correctly classified 609 sera from animals from which B. abortus had been isolated as positive. The sensitivity of the BPAT was 97.8%.
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Affiliation(s)
- K Nielsen
- Agriculture Canada, Animal Diseases Research Institute, Nepean, Ontario
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Affiliation(s)
- R Klöppel
- Abteilung Diagnostische Radiologie, Universität Leipzig
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Bosse J. Long-wavelength excitations and structure factor of liquid 4He at T>0. Phys Rev Lett 1990; 64:2019-2021. [PMID: 10041556 DOI: 10.1103/physrevlett.64.2019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Bosse J, Jacucci G, Ronchetti M, Schirmacher W. Fast Sound in Liquid Li 4Pb*. Z PHYS CHEM 1988. [DOI: 10.1524/zpch.1988.156.part_1.379] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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Morkel C, Gronemeyer C, Gläser W, Bosse J. Experimental evidence for the long-time decay of the velocity-autocorrelation in liquid sodium. Phys Rev Lett 1987; 58:1873-1876. [PMID: 10034560 DOI: 10.1103/physrevlett.58.1873] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
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Montfrooy W, Bosse J, Glaser W, Morkel C. Temperature dependence of mode-coupling effects in liquid sodium. Phys Rev A Gen Phys 1986; 33:1405-1407. [PMID: 9896766 DOI: 10.1103/physreva.33.1405] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2023]
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Bosse J, Gabriel H, Vollmann W. Perturbed angular distributions in the presence of isotropic paramagnetic relaxation. ACTA ACUST UNITED AC 1975. [DOI: 10.1007/bf01022439] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Bosse J. [On the therapy of the coronary syndrome in general practice]. Med Monatsschr 1968; 22:321-4. [PMID: 5753184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Bosse J. [On the therapy of oxygen deficiency of the incompetent heart]. Hippokrates 1968; 39:107-10. [PMID: 5721795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Monod M, Bosse J. [Group psychotherapy of adolescents presenting disorders of expression]. Rev Neuropsychiatr Infant 1965; 13:867-72. [PMID: 5856470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
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Bosse J. [Preventive health care in children's homes]. Landarzt 1964; 40:1154-8. [PMID: 5828330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Bosse J. [Masked liver damage. Incidence, diagnosis, dietetics]. Landarzt 1964; 40:981-6. [PMID: 5827939] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Bosse J. [Preliminary brief report on the economical use of an antibiotic in national health insurance general practice]. Landarzt 1964; 40:703-5. [PMID: 5825900] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
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Beckmann E, Meyer R, Desamari K, Thiele J, Haring K, Hanslian R, Bosse J, Stock A, Kr�ss G, Thiele E, Liesche O, Junker F, Rimini E, Olivari F, R�gheimer L, Rudolfi E, Gonder L, Mc. Intosh D, Archibald EH, Weber W. Ebullioskopie. Anal Bioanal Chem 1912. [DOI: 10.1007/bf01470369] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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