Evidence map›Paper›PMID 31937643›Full record

ArticlemBio2020

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

Chang Wang, Christian V Forst, Tsui-Wen Chou, Adam Geber, Minghui Wang, Wissam Hamou, Melissa Smith, Robert Sebra, Bin Zhang, Bin Zhou and 1 more

Open access · goldAbstract read
In one paragraph

Article in mBio, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
44citing papers in PubMed, 3 pooled it
5.8field-weighted citation impact, top 3% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

44 citing papers in PubMed, 3 syntheses or guidelines pooled it, 60 citations in OpenAlex.

  1. Pooled it
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  12. Advances in Single-Cell Sequencing for Infectious Diseases: Progress and Perspectives.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 2 institutions in 1 country.

Chang WangCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, New York, USA.
Christian V ForstMount Sinai Center for Transformative Disease Modeling, Department of Genetics and Genomic Sciences, Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Tsui-Wen ChouCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, New York, USA.
Adam GeberCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, New York, USA.
Minghui WangMount Sinai Center for Transformative Disease Modeling, Department of Genetics and Genomic Sciences, Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Wissam HamouMount Sinai Center for Transformative Disease Modeling, Department of Genetics and Genomic Sciences, Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Melissa SmithMount Sinai Center for Transformative Disease Modeling, Department of Genetics and Genomic Sciences, Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Robert SebraMount Sinai Center for Transformative Disease Modeling, Department of Genetics and Genomic Sciences, Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Bin ZhangMount Sinai Center for Transformative Disease Modeling, Department of Genetics and Genomic Sciences, Icahn Institute of Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Bin ZhouCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, New York, USA.
Elodie GhedinCenter for Genomics and Systems Biology, Department of Biology, New York University, New York, New York, USA elodie.ghedin@nyu.edu.
Icahn School of Medicine at Mount Sinai · USNew York University · US

Funding

Omics-Based Predictive Modeling of Age-Dependent Outcome to Influenza InfectionU01AI111598 · NIAID · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI GHEDIN, ELODIE · 2013 to 2017
$13.3M
Genomic profiling of influenza infections to identify biomarkers of disease severityZIAAI001323 · NIAID · NATIONAL INSTITUTE OF ALLERGY AND INFECTIOUS DISEASES · PI GHEDIN, ELODIE · 2020 to 2025
$8.0M
Big Omics Data Engine 2 SupercomputerS10OD026880 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KOVATCH, PATRICIA · 2019 to 2019
$2.0M
Transforming Genomics with 5 PB Big Omics Data Engine Cray CS300-AC SupercomputerS10OD018522 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI KOVATCH, PATRICIA · 2014 to 2014
$1.9M
NIAID NIH HHS U01 AI111598
6 · The paper itself

Abstract

Virus and host factors contribute to cell-to-cell variation in viral infections and determine the outcome of the overall infection. However, the extent of the variability at the single-cell level and how it impacts virus-host interactions at a system level are not well understood. To characterize the dynamics of viral transcription and host responses, we used single-cell RNA sequencing to quantify at multiple time points the host and viral transcriptomes of human A549 cells and primary bronchial epithelial cells infected with influenza A virus. We observed substantial variability in viral transcription between cells, including the accumulation of defective viral genomes (DVGs) that impact viral replication. We show (i) a correlation between DVGs and virus-induced variation of the host transcriptional program and (ii) an association between differential inductions of innate immune response genes and attenuated viral transcription in subpopulations of cells. These observations at the single-cell level improve our understanding of the complex virus-host interplay during influenza virus infection.

Indexed as

Gene Expression ProfilingA549 CellsBronchiCells, CulturedDefective VirusesEpithelial CellsGenome, ViralHost Microbial InteractionsHumansInfluenza A virusRNA, ViralSequence Analysis, RNASingle-Cell AnalysisVirus ReplicationRNA, Viraldefective viral genomehost immune responseinfluenza A virussingle-cell RNA-seqviral transcription

Identifiers

PMID31937643
PMCPMC6960286
OpenAlexW2998742227

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.