Evidence map›Paper›PMID 37348463›Full record

ArticleCell systems2023

High-throughput discovery and characterization of viral transcriptional effectors in human cells.

Connor H Ludwig, Abby R Thurm, David W Morgens, Kevin J Yang, Josh Tycko, Michael C Bassik, Britt A Glaunsinger, Lacramioara Bintu

Open access · greenAbstract read
In one paragraph

Article in Cell systems, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.

0numbers the graph read from it
0cells of the map it votes in
25citing papers in PubMed
4.8field-weighted citation impact, top 5% 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

25 citing papers in PubMed, 29 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Epigenetic editing: from concept to clinic.Nature reviews. Drug discovery · 2026
    Review
  5. Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Systems Virology at Scale.Current opinion in systems biology · 2025
    Article
  11. Article
  12. Article
  13. Article
  14. Viral effectors trigger innate immunity across the tree of life.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2025
    Review
  15. Article
  16. Article
  17. Sp140L functions as a herpesvirus restriction factor suppressing viral transcription and activating interferon-stimulated genes.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  18. Article
  19. Gene regulation technologies for gene and cell therapy.Molecular therapy : the journal of the American Society of Gene Therapy · 2025
    Review
  20. Article
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

8 authors at 3 institutions in 1 country.

Connor H LudwigBioengineering Department, Stanford University, Stanford, CA 94305, USA.
Abby R ThurmBiophysics Graduate Program, Stanford University, Stanford, CA 94305, USA.
David W MorgensDepartment of Plant and Microbial Biology, UC Berkeley, Berkeley, CA 94720, USA.
Kevin J YangDepartment of Molecular and Cell Biology, UC Berkeley, Berkeley, CA 94720, USA.
Josh TyckoDepartment of Genetics, Stanford University, Stanford, CA 94305, USA.
Michael C BassikDepartment of Genetics, Stanford University, Stanford, CA 94305, USA.
Britt A GlaunsingerDepartment of Plant and Microbial Biology, UC Berkeley, Berkeley, CA 94720, USA; Department of Molecular and Cell Biology, UC Berkeley, Berkeley, CA 94720, USA; Howard Hughes Medical Institute, UC Berkeley, Berkeley, CA 94720, USA.
Lacramioara BintuBioengineering Department, Stanford University, Stanford, CA 94305, USA. Electronic address: lbintu@stanford.edu.
Stanford University · USUniversity of California, Berkeley · USHoward Hughes Medical Institute · US

Funding

Medical Scientist Training ProgramT32GM145402 · NIGMS · STANFORD UNIVERSITY · PI Katrin F. Chua · 2022 to 2026
$10.0M
High-throughput development and characterization of compact tools for transcriptional and chromatin perturbationsR01HG011866 · NHGRI · STANFORD UNIVERSITY · PI MICHAEL C BASSIK, Lacramioara Bintu · 2021 to 2026
$6.9M
Regulation of Gammaherpesviral Late Gene ExpressionR01AI122528 · NIAID · UNIVERSITY OF CALIFORNIA BERKELEY · PI Britt A Glaunsinger · 2016 to 2026
$4.2M
Single-cell analysis and synthetic control of mammalian chromatin dynamics and gene regulationR35GM128947 · NIGMS · STANFORD UNIVERSITY · PI Lacramioara Bintu · 2018 to 2026
$3.1M
Stanford ChEM-H Chemistry/Biology Interface Predoctoral Training ProgramT32GM139791 · NIGMS · STANFORD UNIVERSITY · PI Carolyn Bertozzi, Christine Jacobs-Wagner · 2021 to 2026
$2.4M
High-throughput dissection of transcriptional regulation in kidney diseaseK00DK126120 · NIDDK · HARVARD MEDICAL SCHOOL · PI TYCKO, JOSH · 2022 to 2025
$355k
NHGRI NIH HHS R01 HG011866NIAID NIH HHS R01 AI122528NIDDK NIH HHS K00 DK126120NIGMS NIH HHS R35 GM128947NIGMS NIH HHS T32 GM139791NIGMS NIH HHS T32 GM145402
6 · The paper itself

Abstract

Viruses encode transcriptional regulatory proteins critical for controlling viral and host gene expression. Given their multifunctional nature and high sequence divergence, it is unclear which viral proteins can affect transcription and which specific sequences contribute to this function. Using a high-throughput assay, we measured the transcriptional regulatory potential of over 60,000 protein tiles across ∼1,500 proteins from 11 coronaviruses and all nine human herpesviruses. We discovered hundreds of transcriptional effector domains, including a conserved repression domain in all coronavirus Spike homologs, dual activation-repression domains in viral interferon regulatory factors (VIRFs), and an activation domain in six herpesvirus homologs of the single-stranded DNA-binding protein that we show is important for viral replication and late gene expression in Kaposi's sarcoma-associated herpesvirus (KSHV). For the effector domains we identified, we investigated their mechanisms via high-throughput sequence and chemical perturbations, pinpointing sequence motifs essential for function. This work massively expands viral protein annotations, serving as a springboard for studying their biological and health implications and providing new candidates for compact gene regulation tools.

Indexed as

Herpesvirus 8, HumanGene Expression RegulationHumansVirus Replicationactivatorscoronavirusherpesvirushigh-throughputhuman virusrepressorssequence perturbationtranscriptional regulation

Identifiers

PMID37348463
PMCPMC10350249
OpenAlexW4381490679

What OpenQuestion holds

Textmetadata
LicenceTDM
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.