Identifying phase separation modulators mediated by the SARS-CoV-2 nucleocapsid protein using a structure-based drug discovery approach
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Updated: Nov 2, 2026

Pharmacophore Modeling for Targets with Extensive Ligand Libraries: A Case Study on SARS-CoV-2 Mpro
Published on: September 26, 2025
Shaoqing Du1, Yejin Jang2, Xueping Hu3
1Department of Medicinal Chemistry, State Key Laboratory of Discovery and Utilization of Functional Components in Traditional Chinese Medicine, Shandong Key Laboratory of Druggability Optimization and Evaluation for Lead Compounds, Shandong Basic Science Special Academic Zone (Pharmacy), School of Pharmaceutical Sciences, Shandong University, Jinan, Shandong, China; College of Chemical Engineering, State Key Laboratory of Advanced Optical Polymer and Manufacturing Technology, Qingdao Key Laboratory of Biomacromolecular Drug Discovery and Development, Qingdao University of Science and Technology, Qingdao 266061, Shandong, China.
Introduction:
As severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) continues to evolve through mutations and acquire resistance to existing antiviral agents, the persistence of post-pandemic infections remains a significant global health concern. To address these challenges, it is crucial to develop novel therapeutic agents that target previously unexplored viral or host mechanisms.
Objectives:
The nucleocapsid (N) protein of SARS-CoV-2 plays a critical role in viral RNA replication and genome packaging through its ability to undergo liquid-liquid phase separation (LLPS). Targeting the condensation of N-RNA complex could potentially serve as an effective therapeutic strategy against coronavirus infections. The present study provides a successful exemplification of antiviral agent discovery by targeting the viral N protein on the basis of its structural characteristics.
Methods:
A total of 23 virtual screening compounds and 16 hit derivatives were prepared. Their binding affinity and antiviral activities were evaluated using surface plasmon resonance and immunofluorescence assay, respectively. The impact of these compounds on condensate formation was verified through fluorescence recovery after photobleaching, as well as the inhibition of N condensate formation in cells.
Results:
Structure-based virtual screening, target protein binding affinity quantification, and cell culture-based anti-SARS-CoV-2 assays enabled the identification a hit compound, D21. Subsequent structural optimization of series I and II yielded compound II8, which exhibits stronger binding affinity for the N protein and effectively inhibits the formation of N-RNA condensates, thereby demonstrating its potential to modulate LLPS, a mechanism underlying its antiviral activity. In vivo evaluation showed that II8 displays antiviral activity in a human ACE2-expressing mouse model when administered intranasally as a pre-incubated mixture with SARS-CoV-2. Due to the pharmacokinetic profile of compound II8, further structural modifications are still required.
Conclusion:
Our findings suggest that compound II8 may serve as a localized prophylactic nasal spray, providing valuable insights for further development of LLPS modulators as next-generation antiviral agents.
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