Triple RNA-Seq Reveals Synergy in a Human Virus-Fungus Co-infection Model
Bastian Seelbinder,
Julia Wallstabe,
Lothar Marischen,
Esther Weiss,
Sebastian Wurster,
Lukas Page,
Claudia Löffler,
Lydia Bussemer,
Anna-Lena Schmitt,
Thomas Wolf,
Jörg Linde,
Luka Cicin-Sain,
Jennifer Becker,
Ulrich Kalinke,
Jörg Vogel,
Gianni Panagiotou,
Hermann Einsele,
Alexander J. Westermann,
Sascha Schäuble,
Juergen Loeffler
Affiliations
Bastian Seelbinder
Systems Biology and Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute (HKI), 07745 Jena, Germany
Julia Wallstabe
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Lothar Marischen
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Esther Weiss
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Sebastian Wurster
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
Lukas Page
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Claudia Löffler
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Lydia Bussemer
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Anna-Lena Schmitt
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Thomas Wolf
Systems Biology and Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute (HKI), 07745 Jena, Germany
Jörg Linde
Friedrich-Loeffler-Institut, Federal Research Institute for Animal Health, Institute of Bacterial Infections and Zoonoses, 07743 Jena, Germany
Luka Cicin-Sain
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
Jennifer Becker
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
Ulrich Kalinke
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
Jörg Vogel
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
Gianni Panagiotou
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
Hermann Einsele
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany
Alexander J. Westermann
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
Sascha Schäuble
Systems Biology and Bioinformatics, Leibniz Institute for Natural Product Research and Infection Biology – Hans Knöll Institute (HKI), 07745 Jena, Germany
Juergen Loeffler
University Hospital Würzburg, Medical Hospital II, WÜ4i, 97080 Würzburg, Germany; Corresponding author
Summary: 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.