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Keywords = papain-like protease (PLpro)

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24 pages, 5271 KB  
Article
Green Synthesis Characterization and Evaluation of Senna italica and Vepris reflexa Extracts and Silver Nanoparticles Against SARS-CoV-2 PLpro Enzyme
by Rebotile M. Machika, Joshua O. Olowoyo, Malohle D. Tswaledi and Kokoette Bassey
Molecules 2026, 31(14), 2428; https://doi.org/10.3390/molecules31142428 - 10 Jul 2026
Viewed by 410
Abstract
This study investigated the antiviral potential of silver nanoparticles (AgNPs) synthesized from Senna italica and Vepris reflexa plant extracts, rich in saponins and flavonoids. The aim was to explore the synthesis of AgNPs through green chemistry, followed by assessing their inhibitory activity against [...] Read more.
This study investigated the antiviral potential of silver nanoparticles (AgNPs) synthesized from Senna italica and Vepris reflexa plant extracts, rich in saponins and flavonoids. The aim was to explore the synthesis of AgNPs through green chemistry, followed by assessing their inhibitory activity against SARS-CoV-2 papain-like protease (PLpro) and evaluating cytotoxicity. The synthesized AgNPs were predominantly spherical in shape, with an average particle size in the nanoscale range (12–55 nm), as conformed by the transmission electron microscopy (TEM) and dynamic light scattering (DLS) analyses. A dose-dependent inhibition of SARS-CoV-2 PLpro was observed, with IC50 values ranging from 0.12 to 0.48 mg/mL for different formulations. Cytotoxicity tests on Vero-76 cells revealed a high viability (>75%) at concentrations below 0.5 mg/mL for all AgNP samples. The findings suggest that the plant-derived AgNPs exhibit significant antiviral activity and minimal cytotoxicity, supporting their potential for further development as therapeutic agents. Full article
(This article belongs to the Special Issue Bioactive Compounds in Plants: Extraction and Application)
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51 pages, 6978 KB  
Review
Targeting SARS-CoV-2 Non-Structural Proteins: A Blueprint for Next-Generation Small-Molecule Coronavirus Antivirals
by Exequiel O. J. Porta, Dana F. AlKharboush, Lauren Jackson, Felix Pang, Aylin Darin, Joy Louka, Mohammed Quamruzzaman, Xinyue Shi, Geoffrey Wells and Frank Kozielski
Pharmaceutics 2026, 18(6), 693; https://doi.org/10.3390/pharmaceutics18060693 - 2 Jun 2026
Cited by 1 | Viewed by 1351
Abstract
The SARS-CoV-2 non-structural proteome remains the most clinically validated and strategically important landscape for direct-acting small-molecule antiviral drug discovery. The success of inhibitors targeting the main protease (Mpro, Nsp5) and RNA-dependent RNA polymerase (RdRp, Nsp12) has firmly established viral replication enzymes [...] Read more.
The SARS-CoV-2 non-structural proteome remains the most clinically validated and strategically important landscape for direct-acting small-molecule antiviral drug discovery. The success of inhibitors targeting the main protease (Mpro, Nsp5) and RNA-dependent RNA polymerase (RdRp, Nsp12) has firmly established viral replication enzymes as tractable, druggable, and therapeutically relevant targets, while setting clear benchmarks for translational antiviral development. Building on this foundation, a second wave of non-structural protein (Nsp) targets has emerged with increasing translational promise, including the papain-like protease (PLpro), the bifunctional Nsp14 proofreading and capping machinery, Nsp16 2′-O-methyltransferase, Nsp13 helicase, and Nsp15 endoribonuclease. In parallel, additional components such as Nsp1 and the Mac1 domain of Nsp3 continue to expand the antiviral design space, although they remain at earlier stages of chemical validation. In this review, we comprehensively assess SARS-CoV-2 non-structural proteins through a medicinal chemistry and translational lens, with an emphasis on structural tractability, mechanism of action, quality of chemical matter, cellular and in vivo antiviral evidence, evolutionary conservation, resistance liabilities, and developability. Particular attention is given to the features that distinguish tool compounds from genuinely actionable leads and to the opportunities for rational combination regimens that extend beyond first-generation protease- and polymerase-centred therapy. Collectively, the non-structural proteome offers the strongest foundation for next-generation and potentially broader-spectrum coronavirus antivirals with improved resilience to viral evolution. Full article
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34 pages, 12247 KB  
Article
Green Synthesis and Quality-by-Design Optimization of Dacryodes edulis-Derived Silver Nanoparticles with Broad-Spectrum Antiviral and Antimicrobial Activity
by Jabulile H. Xulu, Vuyelwa J. Tembu, Sharon Moeno, Bienvenu Tsakem, Vuyisile S. Thibane, Bwalya A. Witika and Xavier Siwe Noundou
Molecules 2026, 31(11), 1821; https://doi.org/10.3390/molecules31111821 - 25 May 2026
Cited by 1 | Viewed by 595
Abstract
The rising incidence of viral infections demands the creation of innovative, biocompatible antiviral drugs with broad-spectrum effectiveness. This study combines the green synthesis, optimization, and characterization of silver nanoparticles (AgNPs) utilizing Dacryodes edulis (D. edulis) extract, assessing their antiviral, and antimicrobial [...] Read more.
The rising incidence of viral infections demands the creation of innovative, biocompatible antiviral drugs with broad-spectrum effectiveness. This study combines the green synthesis, optimization, and characterization of silver nanoparticles (AgNPs) utilizing Dacryodes edulis (D. edulis) extract, assessing their antiviral, and antimicrobial characteristics. AgNPs were synthesized through the bio-reduction of silver nitrate with D. edulis water extract as a reducing, capping and stabilizing agent. The synthesis was refined through a Design of Experiments methodology. The characterization techniques, UV-Vis, Fourier-transform infrared, transmission electron microscopy, and dynamic light scattering, validated the successful synthesis of AgNPs with an average size of 101.56 ± 28.22 nm (TEM) and 156 ± 0.81 nm (DLS), a polydispersity index of 0.34, and a zeta potential of −22 mV. High-resolution liquid chromatography–tandem mass spectrometry analysis identified some bioactive compounds which enhance the antimicrobial and antiviral properties of the samples. Enzyme kinetics experiments revealed substantial inhibitory efficacy against the SARS-CoV-2 papain-like protease (PL-pro), with AgNPs exhibiting a lower IC50 (0.271 ± 0.051 mg/mL) than the D. edulis extract (0.337 ± 0.043 mg/mL). The AgNPs exhibited MIC of 0.063 mg/mL for E. coli, 0.125 mg/mL for S. aureus and 0.08 mg/mL for S. pyrogens. The corresponding MBC values were 0.125 mg/mL, 0.25 mg/mL and 0.31 mg/mL, respectively. The fungal strains C. glabrata and C. albicans displayed MIC of 0.63 mg/mL and 0.31 mg/mL, respectively, and MBC values of 0.63 mg/mL and 0.31 mg/mL, respectively. This study underscores the potential of D. edulis-derived AgNPs as a cost-efficient, environmentally sustainable, and highly bioactive antibacterial and antiviral nanomaterial, facilitating the advancement of nanotechnology-based therapies for viral infections. Full article
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24 pages, 5585 KB  
Article
Metabolites from South African Medicinal Plants as Dual-Function Inhibitors of the SARS-CoV-2 Papain-like Protease (PLpro)
by Mmamudi Anna Makhafola, Clarissa Marcelle Naidoo, Chikwelu Lawrence Obi, Benson Chuks Iweriebor, Oyinlola Oluwunmi Olaokun, Earl Prinsloo, Haruhisa Kikuchi, Muhammad Sulaiman Zubair and Nqobile Monate Mkolo
Life 2026, 16(3), 373; https://doi.org/10.3390/life16030373 - 25 Feb 2026
Viewed by 1155
Abstract
The SARS-CoV-2 papain-like protease (PLpro) is an essential viral enzyme that promotes viral polyprotein processing while simultaneously suppressing the host innate immune response, which makes it a primary target for developing antiviral drugs. The present study employs a comprehensive approach integrating [...] Read more.
The SARS-CoV-2 papain-like protease (PLpro) is an essential viral enzyme that promotes viral polyprotein processing while simultaneously suppressing the host innate immune response, which makes it a primary target for developing antiviral drugs. The present study employs a comprehensive approach integrating untargeted metabolomic profiling, in silico molecular docking and dynamics simulations, Molecular Mechanics Generalized Born Surface Area (MM-GBSA) energetic assessments, and biochemical enzyme assays. This integrated method aims to discover natural PLpro inhibitors from two ethnomedicinal plants, Lippia javanica and Acorus calamus, which have long been utilized in African traditional medicine to treat respiratory diseases. Comprehensive metabolite profiling using untargeted Ultra-Performance Liquid Chromatography–Tandem Mass Spectrometry (UPLC-MS/MS) and Global Natural Products Social (GNPS) molecular networking revealed flavonoid glucuronides and phenylpropanoid derivatives as the major constituents in both plant species. In situ histochemical staining further offered spatial validation of phenolic- and lignin-associated tissues, supporting the phenolic-dominated molecular families detected by GNPS molecular networking. In silico evaluation of six selected compounds demonstrated spontaneous and thermodynamically favorable binding to PLpro, with ΔG_bind values ranging from −5.63 to −6.43 kcal/mol. Catechin-7-glucoside emerged as the lead compound, establishing multiple hydrogen bond networks with Asp164, Gln269, Tyr264, and Asn267, supplemented by hydrophobic engagement with Pro247 and Pro248, and π-π stacking with the blocking loop 2 (BL2 loop). Molecular dynamics simulations confirmed the stability of the protein–ligand complexes. Biochemical enzyme assays confirmed concentration-dependent inhibition of PLpro proteolytic and deubiquitinating activity by both crude plant extracts and isolated bioactive compounds. However, S-adenosyl-methionine showed comparatively high PLpro proteolytic activity (IC50 5.872 µM) compared to catechin-7-glucoside, with an IC50 of 7.493 µM, exhibiting efficacy similar to the reference inhibitor GRL0617. Both the extracts of L. javanica and A. calamus have shown significant inhibitory activity while maintaining cell viability in Human embryonic kidney 293T cell (HEK293T) culture models, indicating a favorable safety profile of the tested concentrations. Based on these results, catechin-based polyphenols and phenylpropanoid derivatives appear as promising lead compounds for the development of PLpro inhibitors. To progress toward therapeutic use, further work is necessary in pharmacokinetics, structural optimization, and antiviral validation in cell models. Full article
(This article belongs to the Section Pharmaceutical Science)
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24 pages, 6502 KB  
Review
Structural Basis and Inhibitor Development of SARS-CoV-2 Papain-like Protease
by Junshuai Wang, Yuancong Xu, Yishu Yang, Botao Zhang, Sixu Chen, Zhaoyang Li, Haojia Zhu, Huai Yang, Hongtao Wang, Yubai Zhou, Peng Cao, Baiqiang Zhai and Yong Gong
Molecules 2026, 31(3), 474; https://doi.org/10.3390/molecules31030474 - 29 Jan 2026
Cited by 1 | Viewed by 1705
Abstract
Papain-like protease (PLpro), a crucial functional domain of the SARS-CoV-2 non-structural protein 3 (nsp3), plays a dual role in both hydrolyzing viral polyprotein precursors and modulating host immune responses. These critical functions position PLpro as a key target in the ongoing development of [...] Read more.
Papain-like protease (PLpro), a crucial functional domain of the SARS-CoV-2 non-structural protein 3 (nsp3), plays a dual role in both hydrolyzing viral polyprotein precursors and modulating host immune responses. These critical functions position PLpro as a key target in the ongoing development of antiviral therapies for SARS-CoV-2. This review analyzes more than 100 PLpro-ligand co-crystal structures and summarizes the major binding modes between these ligands and PLpro. Most of these ligands bind to sites analogous to those targeted by the classical non-covalent inhibitor GRL0617, primarily involving the P3 and P4 subsites and the BL2 loop. Based on these structural insights, optimized inhibitors have expanded targeting beyond the canonical binding site to auxiliary regions such as the BL2 groove and the Val70 site, and in some cases toward the catalytic Cys111 buried within a narrow pocket. Certain ligands identified through various screening approaches bind to non-canonical or allosteric regions, such as the S1 and S2 sites or the zinc-finger domain, engaging PLpro through distinct interaction modes and thereby offering additional opportunities for PLpro inhibitor design. The review also discusses potential strategies for future PLpro inhibitor development informed by recent structural advances. Taken together, these structural and functional insights support ongoing efforts in the structure-guided design and optimization of PLpro inhibitors. Full article
(This article belongs to the Section Chemical Biology)
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25 pages, 6043 KB  
Article
Identifying Key Metabolites in South African Medicinal Plants Using Dual Electrospray Ionization Metabolomics
by Mmamudi Anna Makhafola, Clarissa Marcelle Naidoo, Chikwelu Lawrence Obi, Benson Chuks Iweriedor, Oyinlola Oluwunmi Olaokun, Earl Prinsloo, Muhammad Sulaiman Zubair and Nqobile Monate Mkolo
Plants 2026, 15(2), 232; https://doi.org/10.3390/plants15020232 - 12 Jan 2026
Cited by 3 | Viewed by 1986
Abstract
Despite growing interest in South African medicinal plants, advanced metabolomic workflows that integrate positive (ESI+) and negative (ESI−) ionization modes in UPLC-MS/MS remain sparsely applied to South African flora, and especially to Acorus calamus and Lippia javanica species. Herein, application of a dual-polarity [...] Read more.
Despite growing interest in South African medicinal plants, advanced metabolomic workflows that integrate positive (ESI+) and negative (ESI−) ionization modes in UPLC-MS/MS remain sparsely applied to South African flora, and especially to Acorus calamus and Lippia javanica species. Herein, application of a dual-polarity (positive (ESI+) and negative (ESI−) ionization modes) using an untargeted UPLC–MS/MS workflow, integrated with HEK293T cytotoxicity screening, to map their metabolomes, and rank potential signature metabolites for targeted antiviral follow-up. SwissADME supported in silico drug-likeness. Neither plant extract was cytotoxic across the concentration range, with absorbance-based cell viability of 73.82% for L. javanica and 77.23% for A. calamus at 250 µg/mL, and fluorescence-based cell viability ≥59.87% and ≥55.89%, respectively. Dual-polarity expanded coverage with ESI− yielded 312 features, compared with 225 with ESI+, consistent with the predominance of acidic phenolics in plant species. Unsupervised and supervised models segregated the plant species (PCA PC1/PC2 variance: ESI+ 89.4%/3.0%; ESI− 93.5%/1.8%; R2X(cum) = 0.799). Differential analysis identified 118 significant features in ESI+ with 80 up-regulated, 38 down-regulated, and 139 in ESI− with 96 up-regulated, 43 down-regulated. The ESI− showed the wider dynamic range. Chemotypes enriched among significant metabolites include flavonols of 3-O-methylkaempferol, apigenin, and conjugates of Pollenin A, iridoid glycosides of oleoside, forsythoside B, and jasmonate-pathway oxylipins of 7-epi-12-hydroxyjasmonic acid and its glucoside. These also include caryoptosidic acid and catechin-7-glucoside, which are ionized in both modes, pinning the increase in biomarker robustness. In conclusion, a dual-mode UPLC–MS/MS approach, integrated with cytotoxicity exploration, delivers a complementary metabolome coverage and a safety awareness for shortlisting of potential signature metabolites from L. javanica and A. calamus. Moreover, in vitro inhibition of SARS-CoV-2 papain-like protease (PLpro) by these plants links chemical signatures to antiviral relevance. Shortlisted significant metabolites that demonstrated favorable drug-likeness include flavonol scaffolds of 3-O-methylkaempferol, Pollenin A, and jasmonate-pathway derivatives of 7-epi-12-hydroxyjasmonic acid. Moreover, the dual ionization mode may eliminate ionization bias, broaden metabolome coverage, and yield a mechanism-ready shortlist of metabolites from South African medicinal plants for downstream antiviral investigation. Full article
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19 pages, 11198 KB  
Article
Targeting SARS-CoV-2 Mpro and PLpro by Repurposing Clinically Approved Drugs
by Qiaoyu Fang, Meng Lu, Derong Chen, Liangxu Xie, Wenxu Hong, Zhang Zhang and Xuqiao Hu
Viruses 2025, 17(12), 1564; https://doi.org/10.3390/v17121564 - 29 Nov 2025
Viewed by 1116
Abstract
SARS-CoV-2 virus contains two highly conserved domains, the papain-like protease (PLpro) and main protease (Mpro), which play important roles in virus replication, immune suppression, and the induction of inflammation in host tissue. In this study, we applied small-molecule chip screening, enzymatic assays, SARS-CoV-2 [...] Read more.
SARS-CoV-2 virus contains two highly conserved domains, the papain-like protease (PLpro) and main protease (Mpro), which play important roles in virus replication, immune suppression, and the induction of inflammation in host tissue. In this study, we applied small-molecule chip screening, enzymatic assays, SARS-CoV-2 spike pseudotyped virus detection and molecular docking to find potential Mpro or PLpro inhibitors. Two small molecules, oxytocin and risedronate sodium, stood out in drug repurposing. Oxytocin and risedronate sodium were shown to influence the activities of Mpro and PLpro, thereby preventing the virus from replication, which may alleviate SARS-CoV-2 infection. Thus, oxytocin, risedronate sodium, and cephalosporins may expand the drug library for treating coronavirus infection. Full article
(This article belongs to the Special Issue Emerging Concepts in SARS-CoV-2 Biology and Pathology, 3rd Edition)
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39 pages, 9931 KB  
Review
Adenovirus Protease: An Overlooked but Druggable Antiviral Target
by Polina Belova and Christos Papaneophytou
Macromol 2025, 5(4), 52; https://doi.org/10.3390/macromol5040052 - 3 Nov 2025
Viewed by 3383
Abstract
Human adenovirus infections are typically self-limiting but can become life-threatening in pediatric populations and immunocompromised individuals. Despite this clinical importance, efforts to develop antiviral drugs against adenoviruses remain limited. A promising strategy is to target the adenovirus protease (AVP), an enzyme essential for [...] Read more.
Human adenovirus infections are typically self-limiting but can become life-threatening in pediatric populations and immunocompromised individuals. Despite this clinical importance, efforts to develop antiviral drugs against adenoviruses remain limited. A promising strategy is to target the adenovirus protease (AVP), an enzyme essential for viral maturation and infectivity. Yet, research on AVP has lagged far behind that on other viral proteases. In this work, we aimed to reposition AVP as a viable target for antiviral therapy. We first discuss why AVP research has fallen behind and emphasize the need to redirect attention toward this protease. Building on advances in SARS-CoV-2 drug discovery, we evaluated the potential of repurposing inhibitors of the main protease (Mpro) and papain-like protease (PLpro) as modulators of AVP. Additionally, we examined the untapped potential of phytochemicals as novel scaffolds. These analyses were supported by original molecular docking studies. Our results revealed that previously reported SARS-CoV-2 inhibitors, such as the Mpro inhibitor ensitrelvir and the PLpro inhibitor (compound) 19, engage the catalytic site of AVP and may serve as starting scaffolds for inhibitor design. Screening of phytochemicals further identified promising candidates, including apigenin, camptothecin, kaempferol, and piperine. Together, these findings highlight AVP’s druggability and suggest that both repurposed antivirals and natural products provide complementary avenues for inhibitor development. Finally, we provide some recommendations to facilitate efforts in the discovery of novel AVP inhibitors. Full article
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48 pages, 5070 KB  
Article
Dual Inhibitory Potential of Conessine Against HIV and SARS-CoV-2: Structure-Guided Molecular Docking Analysis of Critical Viral Targets
by Ali Hazim Abdulkareem, Meena Thaar Alani, Sameer Ahmed Awad, Safaa Abed Latef Al-Meani, Mohammed Mukhles Ahmed, Elham Hazeim Abdulkareem and Zaid Mustafa Khaleel
Viruses 2025, 17(11), 1435; https://doi.org/10.3390/v17111435 - 29 Oct 2025
Cited by 5 | Viewed by 2180
Abstract
Human immunodeficiency virus (HIV-1) and SARS-CoV-2 continue to co-burden global health, motivating discovery of broad-spectrum small molecules. Conessine, a steroidal alkaloid, has reported membrane-active and antimicrobial properties but remains underexplored as a dual antiviral chemotype. To interrogate conessine’s multi-target antiviral potential against key [...] Read more.
Human immunodeficiency virus (HIV-1) and SARS-CoV-2 continue to co-burden global health, motivating discovery of broad-spectrum small molecules. Conessine, a steroidal alkaloid, has reported membrane-active and antimicrobial properties but remains underexplored as a dual antiviral chemotype. To interrogate conessine’s multi-target antiviral potential against key enzymatic and entry determinants of HIV-1 and SARS-CoV-2 and to benchmark performance versus approved comparators. Eight targets were modeled: HIV-1 reverse transcriptase (RT, 3V81), protease (PR, 1HVR), integrase (IN, 3LPT), gp120–gp41 trimer (4NCO); and SARS-CoV-2 main protease (Mpro, 6LU7), papain-like protease (PLpro, 6W9C), RNA-dependent RNA polymerase (RdRp, 7BV2), spike RBD (6M0J). Ligands (conessine; positive controls: dolutegravir for HIV-1, nirmatrelvir for SARS-CoV-2) were prepared with standard protonation, minimized, and docked using AutoDock Vina v 1.2.0exhaustiveness 4; 20 poses). Binding modes were profiled in 2D/3D. Protocol robustness was verified by re-docking co-crystallized ligands (RMSD ≤ 2.0 Å). Atomistic MD (explicit TIP3P, OPLS4, 300 K/1 atm, NPT; 50–100 ns) assessed pose stability (RMSD/RMSF), pocket compaction (Rg, volume), and interaction persistence; MM/GBSA provided qualitative energy decomposition. ADMET was predicted in silico. Conessine showed coherent, hydrophobically anchored binding across both viral panels. Best docking scores (kcal·mol−1) were: HIV-1—PR −6.910, RT −6.672, IN −5.733; SARS-CoV-2—spike RBD −7.025, Mpro −5.745, RdRp −5.737, PLpro −5.024. Interaction maps were dominated by alkyl/π-alkyl packing to catalytic corridors (e.g., PR Ile50/Val82, RT Tyr181/Val106; Mpro His41/Met49; RBD L455/F486/Y489) with occasional carbon-/water-mediated H-bonds guiding orientation. MD sustained low ligand RMSD (typically ≤1.6–2.2 Å) and damped RMSF at catalytic loops, indicating pocket rigidification; MM/GBSA trends (≈ −30 to −40 kcal·mol−1, dispersion-driven) supported persistent nonpolar stabilization. Benchmarks behaved as expected: dolutegravir bound strongly to IN (−6.070) and PR (−7.319) with stable MD; nirmatrelvir was specific for Mpro and displayed weaker, discontinuous engagement at PLpro/RdRp/RBD under identical settings. ADMET suggested conessine has excellent permeability/BBB access (high logP), but liabilities include poor aqueous solubility, predicted hERG risk, and CYP2D6 substrate dependence.Conessine operates as a hydrophobic, multi-target wedge with the most favorable computed engagement at HIV-1 PR/RT and the SARS-CoV-2 spike RBD, while maintaining stable poses at Mpro and RdRp. The scaffold merits medicinal-chemistry optimization to improve solubility and de-risk cardiotoxicity/CYP interactions, followed by biochemical and cell-based validation against prioritized targets. Full article
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16 pages, 3898 KB  
Article
Selective Degradation and Inhibition of SARS-CoV-2 3CLpro by MMP14 Reveals a Novel Strategy for COVID-19 Therapeutics
by Hyun Lee, Yunjeong Hwang, Elizabeth J. Mulder, Yuri Song, Calista Choi, Lijun Rong, Dimitri T. Azar and Kyu-Yeon Han
Int. J. Mol. Sci. 2025, 26(19), 9401; https://doi.org/10.3390/ijms26199401 - 26 Sep 2025
Viewed by 1720
Abstract
Novel therapies to treat infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the cause of respiratory coronavirus disease 2019 (COVID-19), would be of great clinical value to combat the current and future pandemics. Two viral proteases, papain-like protease (PLpro) and [...] Read more.
Novel therapies to treat infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the cause of respiratory coronavirus disease 2019 (COVID-19), would be of great clinical value to combat the current and future pandemics. Two viral proteases, papain-like protease (PLpro) and the main protease 3-chymotrypsin-like protease (3CLpro), are vital in processing the SARS-CoV-2 polyproteins (pp1a and pp1ab) and in releasing 16 nonstructural proteins, making them attractive antiviral drug targets. In this study, we investigated the degradation of the SARS-CoV-2 main protease 3CLpro by matrix metalloproteinase-14 (MMP14). MMP14 is known to recognize over 10 distinct substrate cleavage sequences. Through sequence analysis, we identified 17 and 10 putative MMP14 cleavage motifs within the SARS-CoV-2 3CLpro and PLpro proteases, respectively. Despite the presence of potential sites in both proteins, our in vitro proteolysis assays demonstrated that MMP14 selectively binds to and degrades 3CLpro, but not PLpro. This selective proteolysis by MMP14 results in the complete loss of 3CLpro enzymatic activity. In addition, SARS-CoV-2 pseudovirus replication was inhibited in 293 T cells when either full-length MMP14 or its catalytic domain (cat-MMP14) were overexpressed, presumably due to 3CLpro degradation by MMP14. Finally, to prevent MMP14 from degrading off-target proteins, we propose a new recombinant pro-PL-MMP14 construct that can be activated only by another SARS-CoV-2 protease, PLpro. These findings could open the potential of an alternative therapeutic strategy against SARS-CoV-2 infection. Full article
(This article belongs to the Special Issue Advances in Metalloproteinase)
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29 pages, 2729 KB  
Article
Computational Evaluation and Multi-Criteria Optimization of Natural Compound Analogs Targeting SARS-CoV-2 Proteases
by Paul Andrei Negru, Andrei-Flavius Radu, Ada Radu, Delia Mirela Tit and Gabriela Bungau
Curr. Issues Mol. Biol. 2025, 47(7), 577; https://doi.org/10.3390/cimb47070577 - 21 Jul 2025
Cited by 1 | Viewed by 1943
Abstract
The global impact of the COVID-19 crisis has underscored the need for novel therapeutic candidates capable of efficiently targeting essential viral proteins. Existing therapeutic strategies continue to encounter limitations such as reduced efficacy against emerging variants, safety concerns, and suboptimal pharmacodynamics, which emphasize [...] Read more.
The global impact of the COVID-19 crisis has underscored the need for novel therapeutic candidates capable of efficiently targeting essential viral proteins. Existing therapeutic strategies continue to encounter limitations such as reduced efficacy against emerging variants, safety concerns, and suboptimal pharmacodynamics, which emphasize the potential of natural-origin compounds as supportive agents with immunomodulatory, anti-inflammatory, and antioxidant benefits. The present study significantly advances prior molecular docking research through comprehensive virtual screening of structurally related analogs derived from antiviral phytochemicals. These compounds were evaluated specifically against the SARS-CoV-2 main protease (3CLpro) and papain-like protease (PLpro). Utilizing chemical similarity algorithms via the ChEMBL database, over 600 candidate molecules were retrieved and subjected to automated docking, interaction pattern analysis, and comprehensive ADMET profiling. Several analogs showed enhanced binding scores relative to their parent scaffolds, with CHEMBL1720210 (a shogaol-derived analog) demonstrating strong interaction with PLpro (−9.34 kcal/mol), and CHEMBL1495225 (a 6-gingerol derivative) showing high affinity for 3CLpro (−8.04 kcal/mol). Molecular interaction analysis revealed that CHEMBL1720210 forms hydrogen bonds with key PLpro residues including GLY163, LEU162, GLN269, TYR265, and TYR273, complemented by hydrophobic interactions with TYR268 and PRO248. CHEMBL1495225 establishes multiple hydrogen bonds with the 3CLpro residues ASP197, ARG131, TYR239, LEU272, and GLY195, along with hydrophobic contacts with LEU287. Gene expression predictions via DIGEP-Pred indicated that the top-ranked compounds could influence biological pathways linked to inflammation and oxidative stress, processes implicated in COVID-19’s pathology. Notably, CHEMBL4069090 emerged as a lead compound with favorable drug-likeness and predicted binding to PLpro. Overall, the applied in silico framework facilitated the rational prioritization of bioactive analogs with promising pharmacological profiles, supporting their advancement toward experimental validation and therapeutic exploration against SARS-CoV-2. Full article
(This article belongs to the Special Issue Novel Drugs and Natural Products Discovery)
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24 pages, 2292 KB  
Article
Integrating Molecular Dynamics, Molecular Docking, and Machine Learning for Predicting SARS-CoV-2 Papain-like Protease Binders
by Ann Varghese, Jie Liu, Tucker A. Patterson and Huixiao Hong
Molecules 2025, 30(14), 2985; https://doi.org/10.3390/molecules30142985 - 16 Jul 2025
Cited by 12 | Viewed by 3933
Abstract
Coronavirus disease 2019 (COVID-19) produced devastating health and economic impacts worldwide. While progress has been made in vaccine development, effective antiviral treatments remain limited, particularly those targeting the papain-like protease (PLpro) of SARS-CoV-2. PLpro plays a key role in viral replication and immune [...] Read more.
Coronavirus disease 2019 (COVID-19) produced devastating health and economic impacts worldwide. While progress has been made in vaccine development, effective antiviral treatments remain limited, particularly those targeting the papain-like protease (PLpro) of SARS-CoV-2. PLpro plays a key role in viral replication and immune evasion, making it an attractive yet underexplored target for drug repurposing. In this study, we combined machine learning, molecular dynamics, and molecular docking to identify potential PLpro inhibitors in existing drugs. We performed long-timescale molecular dynamics simulations on PLpro–ligand complexes at two known binding sites, followed by structural clustering to capture representative structures. These were used for molecular docking, including a training set of 127 compounds and a library of 1107 FDA-approved drugs. A random forest model, trained on the docking scores of the representative conformations, yielded 76.4% accuracy via leave-one-out cross-validation. Applying the model to the drug library and filtering results based on prediction confidence and the applicability domain, we identified five drugs as promising candidates for repurposing for COVID-19 treatment. Our findings demonstrate the power of integrating computational modeling with machine learning to accelerate drug repurposing against emerging viral targets. Full article
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21 pages, 3542 KB  
Article
Inhibiting Infectious Bronchitis Virus PLpro Using Ubiquitin Variants
by Vera J. E. van Vliet, Olivia Roscow, Kihun Kim, Brian L. Mark, Marjolein Kikkert and Christine Tait-Burkard
Int. J. Mol. Sci. 2025, 26(11), 5254; https://doi.org/10.3390/ijms26115254 - 29 May 2025
Viewed by 1385
Abstract
Infectious bronchitis virus (IBV) is a coronavirus first isolated in the 1930s infecting chickens. IBV causes great economic losses to the global poultry industry, as it affects egg production and causes mortality by leaving the host susceptible to secondary bacterial infections. Even though [...] Read more.
Infectious bronchitis virus (IBV) is a coronavirus first isolated in the 1930s infecting chickens. IBV causes great economic losses to the global poultry industry, as it affects egg production and causes mortality by leaving the host susceptible to secondary bacterial infections. Even though vaccines are available, they are poorly cross-protective against new variants of the virus, which are always on the cusp of emerging. Effective antiviral therapies, or possibly the production of transgenic animals immune to IBV infection, are therefore sorely needed. As the papain-like protease (PLpro) of IBV has deubiquitinating activity besides its crucial ability to cleave the viral polyprotein, we have applied a novel strategy of selecting ubiquitin variants (UbVs) from a phage-displayed library that have high affinity to this viral protease. These UbVs were found to inhibit the deubiquitinating activity of PLpro and consequently obstruct the virus’s ability to evade the innate immune response in the host cell. By obstructing the proteolytic activity of PLpro, these UbVs were seemingly able to inhibit viral infection as assessed using immunofluorescence microscopy. Whilst virus infection was detected in around 5% of UbV-expressing cells, the virus was present in around 30–40% of GFP (control)-expressing cells. This suggests that the expression of UbVs indeed seems to inhibit IBV infection, making UbVs a potentially potent and innovative antiviral strategy in the quest for control of IBV infections. Full article
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33 pages, 7254 KB  
Article
Structure-Based Design and In-Silico Evaluation of Computationally Proposed Curcumin Derivatives as Potential Inhibitors of the Coronaviral PLpro Enzymes
by Hakan Alici
Pharmaceuticals 2025, 18(6), 798; https://doi.org/10.3390/ph18060798 - 26 May 2025
Cited by 6 | Viewed by 1793
Abstract
Background/Objectives: Highly pathogenic coronaviruses (CoVs), including SARS-CoV, MERS-CoV, and SARS-CoV-2, continue to pose a significant threat to global public health. Therefore, this situation highlights the urgent need for effective broad-spectrum antiviral agents. Curcumin, a naturally occurring polyphenol known for its antiviral and anti-inflammatory [...] Read more.
Background/Objectives: Highly pathogenic coronaviruses (CoVs), including SARS-CoV, MERS-CoV, and SARS-CoV-2, continue to pose a significant threat to global public health. Therefore, this situation highlights the urgent need for effective broad-spectrum antiviral agents. Curcumin, a naturally occurring polyphenol known for its antiviral and anti-inflammatory properties, faces limitations such as poor bioavailability and rapid metabolic degradation, restricting its practical therapeutic application. Methods: To address these limitations, this study introduces a novel design strategy aimed at 42 new curcumin derivatives with improved pharmacokinetic profiles, specifically targeting the conserved coronavirus enzyme papain-like protease (PLpro). A comprehensive in silico evaluation was performed, including ADMET (Absorption, Distribution, Metabolism, Elimination, and Toxicity) analysis, molecular docking, molecular dynamics (MD) simulations, and Molecular Mechanics/Poisson-Boltzmann Surface Area (MM/PBSA) calculations. Results: Extensive pharmacokinetic and toxicological assessments (ADMET analyses) identified 19 derivatives exhibiting optimal drug-like characteristics according to Lipinski’s Rule of Five (Ro5). Molecular docking analyses demonstrated that these novel derivatives possess significantly enhanced binding affinities to PLpro enzymes from SARS-CoV, MERS-CoV, and SARS-CoV-2 compared to standard antiviral agents and natural curcumin. Further validation through MD simulations and MM/PBSA calculations confirmed the structural stability and robust interactions of the most promising derivatives within the SARS-CoV PLpro active site. Conclusions: The results of this study provide essential structural and functional insights, reinforcing the potential of these newly developed curcumin derivatives as potent, broad-spectrum antiviral agents effective against current and future coronavirus threats. Full article
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21 pages, 4272 KB  
Review
Analysis of Structures of SARS-CoV-2 Papain-like Protease Bound with Ligands Unveils Structural Features for Inhibiting the Enzyme
by Ann Varghese, Jie Liu, Bailang Liu, Wenjing Guo, Fan Dong, Tucker A. Patterson and Huixiao Hong
Molecules 2025, 30(3), 491; https://doi.org/10.3390/molecules30030491 - 23 Jan 2025
Cited by 13 | Viewed by 5227
Abstract
The COVID-19 pandemic, driven by the novel coronavirus SARS-CoV-2, has drastically reshaped global health and socioeconomic landscapes. The papain-like protease (PLpro) plays a critical role in viral polyprotein cleavage and immune evasion, making it a prime target for therapeutic intervention. Numerous compounds have [...] Read more.
The COVID-19 pandemic, driven by the novel coronavirus SARS-CoV-2, has drastically reshaped global health and socioeconomic landscapes. The papain-like protease (PLpro) plays a critical role in viral polyprotein cleavage and immune evasion, making it a prime target for therapeutic intervention. Numerous compounds have been identified as inhibitors of SARS-CoV-2 PLpro, with many characterized through crystallographic studies. To date, over 70 three-dimensional (3D) structures of PLpro complexed ligands have been deposited in the Protein Data Bank, offering valuable insight into ligand-binding features that could aid the discovery and development of effective COVID-19 treatments targeting PLpro. In this study, we reviewed and analyzed these 3D structures, focusing on the key residues involved in ligand interactions. Our analysis revealed that most inhibitors bind to PLpro’s substrate recognition sites S3/S4 and SUb2. While these sites are highly attractive and have been extensively explored, other potential binding regions, such as SUb1 and the Zn(II) domain, are less explored and may hold untapped potential for future COVID-19 drug discovery and development. Our structural analysis provides insights into the molecular features of PLpro that could accelerate the development of novel therapeutics targeting this essential viral enzyme. Full article
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