Triple RNA-Seq Reveals Synergy in a Human Virus-Fungus Co-infection Model

  • Cell Rep. 2020 Nov 17;33(7):108389. doi: 10.1016/j.celrep.2020.108389.
Bastian Seelbinder  1 ,  Julia Wallstabe  2 ,  Lothar Marischen  2 ,  Esther Weiss  2 ,  Sebastian Wurster  3 ,  Lukas Page  2 ,  Claudia Löffler  2 ,  Lydia Bussemer  2 ,  Anna-Lena Schmitt  2 ,  Thomas Wolf  1 ,  Jörg Linde  4 ,  Luka Cicin-Sain  5 ,  Jennifer Becker  6 ,  Ulrich Kalinke  6 ,  Jörg Vogel  7 ,  Gianni Panagiotou  8 ,  Hermann Einsele  2 ,  Alexander J Westermann  7 ,  Sascha Schäuble  1 ,  Juergen Loeffler  9
Affiliations
  • 1. Systems Biology and Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology - Hans Knöll Institute (HKI), 07745 Jena, Germany.
  • 2. University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany.
  • 3. University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany; The University of Texas MD Anderson Cancer Center, Department of Infectious Diseases, Infection Control and Employee Health, Houston, TX 77030, USA.
  • 4. Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Bacterial Infections and Zoonoses, 07743 Jena, Germany.
  • 5. Department of Vaccinology and Applied Microbiology, Helmholtz Centre for Infection Research, Hannover-Braunschweig Site, 38124 Braunschweig, Germany; Cluster of Excellence RESIST (EXC 2155), Hannover Medical School (MHH) Braunschweig, 38124 Braunschweig, Germany.
  • 6. Institute for Experimental Infection Research, TWINCORE-Centre for Experimental and Clinical Infection Research, a joint venture between the Hannover Medical School and the Helmholtz Centre for Infection Research, Cluster of Excellence RESIST (EXC 2155), Hannover Medical School (MHH), 30625 Hannover, Germany.
  • 7. Institute of Molecular Infection Biology (IMIB), University of Würzburg, 97080 Würzburg, Germany; Helmholtz Institute for RNA-based Infection Research (HIRI), Helmholtz Centre for Infection Research (HZI), 97080 Würzburg, Germany.
  • 8. Systems Biology and Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology - Hans Knöll Institute (HKI), 07745 Jena, Germany; Department of Medicine and State Key Laboratory of Pharmaceutical Biotechnology, University of Hong Kong, Hong Kong S.A.R., China.
  • 9. University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany. Electronic address: [email protected].
Abstract

High-throughput RNA Sequencing (RNA-seq) is routinely applied to study diverse biological processes; however, when performed separately on interacting organisms, systemic noise intrinsic to RNA extraction, library preparation, and Sequencing hampers the identification of cross-species interaction nodes. Here, we develop triple RNA-seq to simultaneously detect transcriptomes of monocyte-derived dendritic cells (moDCs) infected with the frequently co-occurring pulmonary pathogens Aspergillus fumigatus and human cytomegalovirus (CMV). Comparing expression patterns after co-infection with those after single infections, our data reveal synergistic effects and mutual interferences between host responses to the two pathogens. For example, CMV attenuates the fungus-mediated activation of pro-inflammatory cytokines through NF-κB (nuclear factor κB) and NFAT (nuclear factor of activated T cells) cascades, while A. fumigatus impairs viral clearance by counteracting viral nucleic acid-induced activation of type I interferon signaling. Together, the analytical power of triple RNA-seq proposes molecular hubs in the differential moDC response to Fungal/viral single Infection or co-infection that contribute to our understanding of the etiology and, potentially, clearance of post-transplant infections.

Keywords
Aspergillus; cross-species interaction; cytomegalovirus; dendritic cells; host response; pulmonary infections; synergy; transcriptional networks; triple RNA-seq.
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