ORIGINAL RESEARCH article

Front. Cell Dev. Biol.

Sec. Molecular and Cellular Pathology

Volume 13 - 2025 | doi: 10.3389/fcell.2025.1538934

This article is part of the Research TopicSystems Biology: Encoding Cell Signaling with Quantitative Molecular Tools and ModelsView all 3 articles

Cell-based high-content approach for SARS-CoV-2 neutralization identifies unique monoclonal antibodies and PI3K pathway inhibitors

Provisionally accepted
Carly  CabelCarly Cabel1Briana  A GuzmanBriana A Guzman1Elaheh  AlizadehElaheh Alizadeh1Shuaizhi  LiShuaizhi Li1Cameron  HolbergCameron Holberg1Chonlarat  WichaiditChonlarat Wichaidit1Darren  A CusanovichDarren A Cusanovich1Andrew  L PaekAndrew L Paek1Gregory  R J ThatcherGregory R J Thatcher1Koenraad  Van DoorslaerKoenraad Van Doorslaer1Rachel  S NargiRachel S Nargi2Rachel  E SuttonRachel E Sutton2Naveenchandra  SuryadevaraNaveenchandra Suryadevara2James  E. Crowe, Jr.James E. Crowe, Jr.2Robert  H CarnahanRobert H Carnahan2Samuel  K CamposSamuel K Campos1Curtis Andrew  ThorneCurtis Andrew Thorne1*
  • 1University of Arizona, Tucson, Arizona, United States
  • 2Vanderbilt Vaccine Center, Vanderbilt University Medical Center, Nashville, Tennessee, United States

The final, formatted version of the article will be published soon.

The sudden rise of the SARS-CoV-2 virus and the delay in the development of effective therapeutics to mitigate it made evident a need for ways to screen for compounds that can block infection and prevent further pathogenesis and spread. Yet, identifying effective drugs efficacious against viral infection and replication with minimal toxicity for the patient can be difficult. Monoclonal antibodies were shown to be effective, yet as the SARS-CoV-2 mutated, these antibodies became ineffective. Small molecule antivirals were identified using pseudovirus constructs to recapitulate infection in non-human cells, such as Vero E6 cells. However, the impact was limited due to poor translation of these compounds in the clinical setting. This is partly due to the lack of similarity of screening platforms to the in vivo physiology of the patient and partly because drugs effective in vitro showed doselimiting toxicities. In this study, we performed two high-throughput screens in human lung adenocarcinoma cells with authentic SARS-CoV-2 virus to identify both monoclonal antibodies that neutralize the virus and clinically useful kinase inhibitors to block the virus and prioritize minimal host toxicity. Using high-content imaging combined with single-cell and multidimensional analysis, we identified antibodies and kinase inhibitors that reduce virus infection without affecting the host. Our screening technique uncovered novel antibodies and overlooked kinase inhibitors (i.e. PIK3i, mTORi, multiple RTKi) that could be effective against SARS-CoV-2 virus. Further characterization of these molecules will streamline the repurposing of compounds for the treatment of future pandemics and uncover novel mechanisms viruses use to hijack and infect host cells.

Keywords: HTS, COVID, PI3K - AKT pathway, drug repurposing, HCA

Received: 03 Dec 2024; Accepted: 17 Apr 2025.

Copyright: © 2025 Cabel, Guzman, Alizadeh, Li, Holberg, Wichaidit, Cusanovich, Paek, Thatcher, Van Doorslaer, Nargi, Sutton, Suryadevara, Crowe, Jr., Carnahan, Campos and Thorne. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

* Correspondence: Curtis Andrew Thorne, University of Arizona, Tucson, 85721, Arizona, United States

Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

Research integrity at Frontiers

94% of researchers rate our articles as excellent or good

Learn more about the work of our research integrity team to safeguard the quality of each article we publish.


Find out more