Evidence map›Paper›PMID 41201493›Full record

ArticleJournal of advanced research2026

Transcriptomics-driven antiviral drug screening identifies ATF6 as a homeostatic regulator of ER stress and innate immunity.

Zhenyu Yang, Jing Sun, Yan Zhao, Ruoqing Feng, Yanhong Tang, Shijun Bu, Yuan He, Qinan Hu, Jincun Zhao, Yuhui Hu

Abstract read
In one paragraph

Article in Journal of advanced research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

10 authors.

Zhenyu YangDepartment of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518005, China; Joint Laboratory of Guangdong-Hong Kong Universities for Vascular Homeostasis and Diseases, School of Medicine, Southern University of Science and Technology, Shenzhen 518005 Guangdong, China; SUSTech Homeostatic Medicine Institute, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China.
Jing SunState Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Joint International Research Laboratory of Respiratory Health, Guangdong Research Center of Basic Excellence for Respiratory Medicine, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510182, China; School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, Guangdong Province 510182, China.
Yan ZhaoDepartment of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518005, China.
Ruoqing FengDepartment of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518005, China.
Yanhong TangState Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Joint International Research Laboratory of Respiratory Health, Guangdong Research Center of Basic Excellence for Respiratory Medicine, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510182, China.
Shijun BuState Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Joint International Research Laboratory of Respiratory Health, Guangdong Research Center of Basic Excellence for Respiratory Medicine, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510182, China.
Yuan HeDepartment of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518005, China.
Qinan HuDepartment of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518005, China; Joint Laboratory of Guangdong-Hong Kong Universities for Vascular Homeostasis and Diseases, School of Medicine, Southern University of Science and Technology, Shenzhen 518005 Guangdong, China; SUSTech Homeostatic Medicine Institute, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China.
Jincun ZhaoState Key Laboratory of Respiratory Disease, National Clinical Research Center for Respiratory Disease, National Center for Respiratory Medicine, Joint International Research Laboratory of Respiratory Health, Guangdong Research Center of Basic Excellence for Respiratory Medicine, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, Guangdong Province, 510182, China; School of Basic Medical Sciences, Guangzhou Medical University, Guangzhou, Guangdong Province 510182, China; Guangzhou National Laboratory, No. 9 XingDaoHuanBei Road, Guangzhou International Bio Island, Guangzhou, Guangdong Province 510005, China; Shanghai Institute for Advanced Immunochemical Studies, School of Life Science and Technology, Shanghai Tech University, Shanghai 201210, China. Electronic address: zhaojincun@gird.cn.
Yuhui HuDepartment of Pharmacology, School of Medicine, Southern University of Science and Technology, Shenzhen 518005, China; Joint Laboratory of Guangdong-Hong Kong Universities for Vascular Homeostasis and Diseases, School of Medicine, Southern University of Science and Technology, Shenzhen 518005 Guangdong, China; SUSTech Homeostatic Medicine Institute, School of Medicine, Southern University of Science and Technology, Shenzhen 518055, China. Electronic address: huyh@sustech.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionSARS-CoV-2 caused a global pandemic with widespread devastation on health system and many other aspects. Traditional drug development strategies have primarily focused on single targets in either the virus or host cells. While these strategies can significantly inhibit viral replication at the cellular level, the clinical efficacy remains difficult to guarantee, and many host-targeting drugs are associated with relatively high toxicity and side effects. Therefore, to prepare for the possible future viral pandemics, there remains an urgent need for effective therapeutic strategies that are comprehensive and easy to administer.

objectivesThe main objective of this study is to identify the optimal antiviral transcriptomic response of host cells based on the "dynamic virus-host interaction", conduct large-scale drug screening, and discover pan-transcriptomic responses or pan-targets capable of inhibiting viral replication through the integrated analysis of pharmacologically active compounds.

methodsWe used deep RNA sequencing techniques to study gene expression changes of host cells (Huh7 and Vero-E6) along with viral replication dynamics upon SARS-CoV-2 infection. The imbalanced host genes serve as the SARS-CoV-2 expression signatures for computational screening of the compounds with anti-viral potential, following the concept of Connectivity Map (cMap). Furthermore, the gene perturbation signatures of effective compounds were integrated via bioinformatics approaches, and combined with techniques such as CRISPR-Cas9 and Western Blot (WB) to elucidate the targets and mechanisms underlying viral replication inhibition.

resultsThis study found that acute activation of host innate immunity pathway plays an essential role to suppress SARS-CoV-2 replication, and a variety of compounds with pharmacological activity against SARS-CoV-2 were successfully identified. Further transcriptomic comparison revealed the endoplasmic reticulum (ER) stress as the key machinery underneath the efficacy difference. Mechanistically, ATF6, an ER stress regulator, promotes viral replication by tempering PERK/IRE1-driven rapid activation of NF-κB and innate immunity (e.g., IL-1α, TNF-α).

conclusionThis work positions ER stress modulation, particularly ATF6 targeting, as a strategy to balance antiviral defense and inflammatory toxicity, offering a roadmap for pan-coronavirus therapeutics. With these results, we established a paradigm for transcriptomic signature-based drug screening system for future treatment development of virus pandemics.

Indexed as

Activating Transcription Factor 6Antiviral AgentsCOVID-19 Drug TreatmentEndoplasmic Reticulum StressImmunity, InnateSARS-CoV-2TranscriptomeAnimalsChlorocebus aethiopsCOVID-19Drug Evaluation, PreclinicalGene Expression ProfilingHomeostasisHumansVero CellsVirus ReplicationActivating Transcription Factor 6Antiviral AgentsATF6 protein, humanATF6Computational screeningER stressInnate immunitySARS-CoV-2Transcriptomics

Identifiers

PMID41201493
PMCPMC13669909

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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.