Literature DB >> 30626670

West Nile Virus-Inclusive Single-Cell RNA Sequencing Reveals Heterogeneity in the Type I Interferon Response within Single Cells.

Justin T O'Neal1,2, Amit A Upadhyay2,3, Amber Wolabaugh2,3, Nirav B Patel4, Steven E Bosinger2,4,3, Mehul S Suthar5,2.   

Abstract

West Nile virus (WNV) is a neurotropic mosquito-borne flavivirus of global importance. Neuroinvasive WNV infection results in encephalitis and can lead to prolonged neurological impairment or death. Type I interferon (IFN-I) is crucial for promoting antiviral defenses through the induction of antiviral effectors, which function to restrict viral replication and spread. However, our understanding of the antiviral response to WNV infection is mostly derived from analysis of bulk cell populations. It is becoming increasingly apparent that substantial heterogeneity in cellular processes exists among individual cells, even within a seemingly homogenous cell population. Here, we present WNV-inclusive single-cell RNA sequencing (scRNA-seq), an approach to examine the transcriptional variation and viral RNA burden across single cells. We observed that only a few cells within the bulk population displayed robust transcription of IFN-β mRNA, and this did not appear to depend on viral RNA abundance within the same cell. Furthermore, we observed considerable transcriptional heterogeneity in the IFN-I response, with genes displaying high unimodal and bimodal expression patterns. Broadly, IFN-stimulated genes negatively correlated with viral RNA abundance, corresponding with a precipitous decline in expression in cells with high viral RNA levels. Altogether, we demonstrated the feasibility and utility of WNV-inclusive scRNA-seq as a high-throughput technique for single-cell transcriptomics and WNV RNA detection. This approach can be implemented in other models to provide insights into the cellular features of protective immunity and identify novel therapeutic targets.IMPORTANCE West Nile virus (WNV) is a clinically relevant pathogen responsible for recurrent epidemics of neuroinvasive disease. Type I interferon is essential for promoting an antiviral response against WNV infection; however, it is unclear how heterogeneity in the antiviral response at the single-cell level impacts viral control. Specifically, conventional approaches lack the ability to distinguish differences across cells with varying viral abundance. The significance of our research is to demonstrate a new technique for studying WNV infection at the single-cell level. We discovered extensive variation in antiviral gene expression and viral abundance across cells. This protocol can be applied to primary cells or in vivo models to better understand the underlying cellular heterogeneity following WNV infection for the development of targeted therapeutic strategies.
Copyright © 2019 American Society for Microbiology.

Entities:  

Keywords:  RNA-seq; flavivirus; single cell; type I interferon

Mesh:

Substances:

Year:  2019        PMID: 30626670      PMCID: PMC6401468          DOI: 10.1128/JVI.01778-18

Source DB:  PubMed          Journal:  J Virol        ISSN: 0022-538X            Impact factor:   5.103


  81 in total

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2.  IFN-induced TPR protein IFIT3 potentiates antiviral signaling by bridging MAVS and TBK1.

Authors:  Xin-Yi Liu; Wei Chen; Bo Wei; Yu-Fei Shan; Chen Wang
Journal:  J Immunol       Date:  2011-08-03       Impact factor: 5.422

3.  The interferon-inducible gene viperin restricts West Nile virus pathogenesis.

Authors:  Kristy J Szretter; James D Brien; Larissa B Thackray; Herbert W Virgin; Peter Cresswell; Michael S Diamond
Journal:  J Virol       Date:  2011-08-31       Impact factor: 5.103

Review 4.  Negative regulators of the RIG-I-like receptor signaling pathway.

Authors:  Kendra M Quicke; Michael S Diamond; Mehul S Suthar
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5.  Flavivirus Antagonism of Type I Interferon Signaling Reveals Prolidase as a Regulator of IFNAR1 Surface Expression.

Authors:  Kirk J Lubick; Shelly J Robertson; Kristin L McNally; Brett A Freedman; Angela L Rasmussen; R Travis Taylor; Avram D Walts; Seitaro Tsuruda; Mizuki Sakai; Mariko Ishizuka; Elena F Boer; Erin C Foster; Abhilash I Chiramel; Conrad B Addison; Richard Green; Daniel L Kastner; Michael G Katze; Steven M Holland; Antonella Forlino; Alexandra F Freeman; Manfred Boehm; Kentaro Yoshii; Sonja M Best
Journal:  Cell Host Microbe       Date:  2015-07-08       Impact factor: 21.023

6.  A diverse range of gene products are effectors of the type I interferon antiviral response.

Authors:  John W Schoggins; Sam J Wilson; Maryline Panis; Mary Y Murphy; Christopher T Jones; Paul Bieniasz; Charles M Rice
Journal:  Nature       Date:  2011-04-10       Impact factor: 49.962

7.  Multi-layered stochasticity and paracrine signal propagation shape the type-I interferon response.

Authors:  Ulfert Rand; Melanie Rinas; Johannes Schwerk; Gesa Nöhren; Melanie Linnes; Andrea Kröger; Michael Flossdorf; Kristóf Kály-Kullai; Hansjörg Hauser; Thomas Höfer; Mario Köster
Journal:  Mol Syst Biol       Date:  2012-05-22       Impact factor: 11.429

8.  ViPR: an open bioinformatics database and analysis resource for virology research.

Authors:  Brett E Pickett; Eva L Sadat; Yun Zhang; Jyothi M Noronha; R Burke Squires; Victoria Hunt; Mengya Liu; Sanjeev Kumar; Sam Zaremba; Zhiping Gu; Liwei Zhou; Christopher N Larson; Jonathan Dietrich; Edward B Klem; Richard H Scheuermann
Journal:  Nucleic Acids Res       Date:  2011-10-17       Impact factor: 16.971

Review 9.  Interferon-inducible antiviral effectors.

Authors:  Anthony J Sadler; Bryan R G Williams
Journal:  Nat Rev Immunol       Date:  2008-07       Impact factor: 53.106

10.  BALDR: a computational pipeline for paired heavy and light chain immunoglobulin reconstruction in single-cell RNA-seq data.

Authors:  Amit A Upadhyay; Robert C Kauffman; Amber N Wolabaugh; Alice Cho; Nirav B Patel; Samantha M Reiss; Colin Havenar-Daughton; Reem A Dawoud; Gregory K Tharp; Iñaki Sanz; Bali Pulendran; Shane Crotty; F Eun-Hyung Lee; Jens Wrammert; Steven E Bosinger
Journal:  Genome Med       Date:  2018-03-20       Impact factor: 15.266

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  17 in total

1.  West Nile Virus-Inclusive Single-Cell RNA Sequencing Reveals Heterogeneity in the Type I Interferon Response within Single Cells.

Authors:  Justin T O'Neal; Amit A Upadhyay; Amber Wolabaugh; Nirav B Patel; Steven E Bosinger; Mehul S Suthar
Journal:  J Virol       Date:  2019-03-05       Impact factor: 5.103

2.  Single-Cell Virus Sequencing of Influenza Infections That Trigger Innate Immunity.

Authors:  Alistair B Russell; Elizaveta Elshina; Jacob R Kowalsky; Aartjan J W Te Velthuis; Jesse D Bloom
Journal:  J Virol       Date:  2019-06-28       Impact factor: 5.103

3.  Cell-to-Cell Variation in Defective Virus Expression and Effects on Host Responses during Influenza Virus Infection.

Authors:  Chang Wang; Christian V Forst; Tsui-Wen Chou; Adam Geber; Minghui Wang; Wissam Hamou; Melissa Smith; Robert Sebra; Bin Zhang; Bin Zhou; Elodie Ghedin
Journal:  mBio       Date:  2020-01-14       Impact factor: 7.867

4.  Single-Cell Analysis Uncovers a Vast Diversity in Intracellular Viral Defective Interfering RNA Content Affecting the Large Cell-to-Cell Heterogeneity in Influenza A Virus Replication.

Authors:  Sascha Young Kupke; Lam-Ha Ly; Stefan Thomas Börno; Alexander Ruff; Bernd Timmermann; Martin Vingron; Stefan Haas; Udo Reichl
Journal:  Viruses       Date:  2020-01-07       Impact factor: 5.048

5.  Single-Cell Profiling of Ebola Virus Disease In Vivo Reveals Viral and Host Dynamics.

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Journal:  Cell       Date:  2020-11-06       Impact factor: 41.582

6.  The transcriptional landscape of Venezuelan equine encephalitis virus (TC-83) infection.

Authors:  Zhiyuan Yao; Fabio Zanini; Sathish Kumar; Marwah Karim; Sirle Saul; Nishank Bhalla; Nuttada Panpradist; Avery Muniz; Aarthi Narayanan; Stephen R Quake; Shirit Einav
Journal:  PLoS Negl Trop Dis       Date:  2021-03-31

Review 7.  The Role of Single-Cell Technology in the Study and Control of Infectious Diseases.

Authors:  Weikang Nicholas Lin; Matthew Zirui Tay; Ri Lu; Yi Liu; Chia-Hung Chen; Lih Feng Cheow
Journal:  Cells       Date:  2020-06-10       Impact factor: 6.600

Review 8.  Single-Cell Analysis of Foot-and-Mouth Disease Virus.

Authors:  Hailong Wang; Xiu Xin; Congyi Zheng; Chao Shen
Journal:  Front Microbiol       Date:  2020-03-05       Impact factor: 5.640

Review 9.  The Application of Single-Cell RNA Sequencing in Vaccinology.

Authors:  Andrés Noé; Tamsin N Cargill; Carolyn M Nielsen; Andrew J C Russell; Eleanor Barnes
Journal:  J Immunol Res       Date:  2020-08-06       Impact factor: 4.818

Review 10.  Viral and host heterogeneity and their effects on the viral life cycle.

Authors:  Jennifer E Jones; Valerie Le Sage; Seema S Lakdawala
Journal:  Nat Rev Microbiol       Date:  2020-10-06       Impact factor: 60.633

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