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. 2023 Feb 14;13:1061937. doi: 10.3389/fcimb.2023.1061937

Table 5.

Summary of NS2B/NS3 protease inhibitors recent development applying in vitro and in silico method.

Compound In vitro method In silico method
Method Cell type EC50 (µM) CC50 (µM) IC50 (µM) Method Docking energy
(kcal/mol)
Residues interacting with Ligand Ref
1 MB21 i. Protease inhibition assays
ii. Cell-based DENV inhibition assay
iii. MTT assay
iv. Molecular docking
Vero ND ND 5.95 μ i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compound from ‘In-house’ library
iii. Molecular docking program: Glide v5.7
ND Ile123, Val147, Tro83, Leu85, Ile165, Leu76, Met46, Ala164, Val154, Val155 (Raut et al., 2015a)
2 T5341917
(Compound 14)
i) Molecular docking
ii) Protease inhibition assay
iii) Cell-based flavivirus immune detection
iv) Cell viability assay
Huh-7 and BHK21 5.0 ± 0.2
(HuH7),
5.0 ± 1.1 (BHK21)
>300
(HuH7),
55.0
(BHK21)
85% mean inhibition i. Protein PDB ID: 3U1I
ii. Ligands: Synthesized compounds from ChemBridge library
iii. Molecular docking program: MOE, AutoDock
-10.65 Pro132, Val155, Tyr161, Met84, Gly153, Ile86, Val165 (Li et al., 2015)
3 C35H27NO9
(CID 54681617)
i) Molecular docking
ii) Fluorimetric enzyme activity assay
iii) MTT assay
iv) Virus yield reduction assay
HepG-2 ND 58.6 ± 3.0 14.9 ± 2.9 i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compounds from PubChem
iii. Molecular docking program: AutoDock Vina
-11.6 Ile65, Trp69, Lys74, Leu76, Thr120, Ile123, Val154, Ala164, Ile165, and Ala166 (Cabarcas-Montalvo et al., 2016)
4 C30H25NO5
(CID 54692801)
i) Molecular docking
ii) Fluorimetric enzyme activity assay
iii) MTT assay
iv) Virus yield reduction assay
ND 42.1 ± 1.6 11.8 ± 0.2 -13.5 Ile65, Trp69, Lys74, Leu76, Thr120, Ile123, Val154, Ala164, Ile165, and Ala166
5 C34H23NO7S2
(CID 54715399)
i) Molecular docking
ii) Fluorimetric enzyme activity assay
iii) MTT assay
iv) Virus yield reduction assay
ND 162.4 ± 0.9 61.5 ± 4.6 -11.4 Ile65, Trp69, Lys74, Leu76, Thr120, Ile123, Val154, Ala164, Ile165, and Ala166
6 Nitro derivatives of 3,5-bis(arylidene)-4-piperidones
(Compound 4e)
i) Compound synthesis
ii) Molecular docking
iii) Protease assay
ND ND ND 15.22 i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compounds
iii. Molecular docking program: AutoDock
11.36 His51, Pro132, Ser135, Gly153 and Arg54 (Osman Idris et al., 2017)
7 Nitro derivatives of 3,5-bis(arylidene)-4-piperidones
(Compound 4j)
ND ND ND 16.23 11.09 His51, Pro132, Ser135, Gly153, Arg54, Trp50
8 NSC135618 I) Protease inhibition assay ii) Cytotoxicity assay
iii) Viral titer reduction assay
iv)Immunofluorescence assay
v) qRT-PCR
vi)Protein thermal shift assay
vii) Western blot
viii)Mass spectrometry
A549 0.81 48.8 1.8 i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compounds from Diversity Set II library from the National Cancer Institute Developmental Therapeutics Program (NCI DTP)
iii. Molecular docking program: AutoDock Vina
ND Lys74, Asn152, Trp89, V147, Ala164, Val154, Ile123, Asn167, Trp89, Ile165, Ile147, Trp83, Leu149 and Leu76 (Brecher et al., 2017)
9 Calmodulin antagonist:
N-(6-aminohexyl) - 5- chloro-1-naphthalene-sulfonamide hydrochloride
(W-7)
i) Cell-based assay
ii)Western blot
iii) Confocal microscopy and flow cytometry (FACS) assays
iv)qRT-PCR
v)Molecular docking
Huh-7 ND (W7 is not inducing apoptosis in Huh-7 cells) (64% secretion reduction of NS3) i. Protein PDB ID: ND
ii. Ligands: Synthesized compound
iii. Molecular docking program: Molegro Virtual Docker
92.502 His51, Asp75, and Ser135 (Bautista-Carbajal et al., 2017)
10 6-fluoro-4-(2-((5-nitrobenzo[d]thiazol-2-yl) amino)-2-oxoethoxy) quinoline-2- carboxylic acid
(BT24)
i) Protease inhibition assay
ii) Cell-based DENV inhibition assay
iii) RT-PCR
iii) plaque assay
iv) MTT assay
v) Molecular docking
Vero ND 75.00 0.50 i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compound from ‘in-house’ library,
iii. Molecular docking program: Glide v5.7
ND Trp83, Thr120 and Asn152 (Beesetti et al., 2018)
11 Diasarone-I i. Virus-induced cytopathic effect and measurement of viral infection
ii.Plaque assay
iii. Time of drug addition assay
iv. NS2B/NS3 enzyme inhibition assay
v. Reactive oxygen species assay
vi. Western blotting
vii. Immunofluorescence assay
viii. Quantitative real-time PCR (qRT-PCR)
ix. Molecular docking
C6/36 4.5 >80 ND i. Protein PDB ID: ND
ii. Ligands: Natural product compounds
iii. Molecular docking program: AutoDock Vina
-7.200 Lys105, Thr104, Gly83, Cys82, Gly81, Val132, Phe133, Ile141 (Yao et al., 2018)
12 N-(adamantan-1-yl)-4-[(adamantan-1-yl) sulfamoyl]
benzamide)
(Compound 3)
i. Compound synthesis
ii. Cell-Based Flavivirus Immunodetection
(CFI) Assay
iii. Cytotoxicity Assay
iv. Molecular docking
A549 ND <100 22.4 ± 7.7 i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compounds
iii. Molecular docking program: MOE
-7.413 His51, Gly153 (Joubert Foxen and Malan, 2018)
13 N-(adamantan-1-yl)-4-sulfamoyl benzamide
(Compound 7)
A549 ND <100 42.8 ± 8.6 -7.123 Val72, Asp75, Gly153
14 Erythrosin B i. Protease inhibition assay
ii. MTT assay
iii. Viral reduction assay
iv. IF assay
v. qRT-PCR
vi. Western blot
vii. Molecular docking
viii. Protein thermal shift assay (PTSA)
A549 1.2 ± 0.2 > 150 15 i. Protein PDB ID: 3U1I
ii. Ligands: Synthesized compound
iii. Molecular docking program: Schrodinger
ND ND (Li et al., 2018)
15 Thiosemicarbazones derived phenyl-acetyl ketones
(DB-TYR-TSC)
i. Cytotoxicity assay
ii. Indirect immunofluorescence assay
iii. In silico method
iv. Plaque formation unit reduction assay
v. Molecular docking
Vero ND 350 50 i. Protein PDB ID: 3U1I
ii. Ligands: Synthesized compound
iii. Molecular docking program: AutoDock 4.2.6 and Rasmol
-6.36 Ser135, Gly151, Pro132, Asp 75 (Padmapriya et al., 2018)
16 Thioguanine derivatives (Compound 18) 1. Compound synthesis
2. Molecular docking
3. Protease Inhibition assay
Molecular dynamic simulation
ND ND ND 0.38 i. Protein PDB ID: 2FOM
ii. Ligands: Synthesized compound from National Cancer Institute database, Hyperchem 8.0
iii. Molecular docking program: AutoDock4.2
-16.10± 2.70 Gly175, Asn174, Tyr183, Asp97, Tyr183, Ser157, Gly35, Ser36, His73, Asp34, Met37, Arg76 (Hariono et al., 2019)
17 Thioguanine derivatives
(Compound 21)
ND ND ND 16 -18.24 ± 4.66 His73, Ser157, Asp97, Gly175, Asn174
18 4-hydroxy-6-(9,13,17-trimethyldodeca- 8,12,16-trienyl)2(3H)-benzofuranone (Compound 1)
(Isolated from Endiandra kingiana)
i) Protease activity assay
ii) Molecular docking
ND ND ND 403.14 ± 33.03 i. Protein PDB ID: 2FOM
ii. Ligands: Natural product compounds
iii. Molecular docking program: AutoDock
ND Asp129 and Ser135 (Sulaiman et al., 2019)
19 (−)-Epicatechin
(Compound 2)
(Isolated from Endiandra kingiana)
ND ND ND 170.10 ± 5.94 ND Asp129, Ser135, Tyr161 and Asn152
20 (+)-Catechin
(Compound 3)
(Isolated from Endiandra kingiana)
ND ND ND 184.13 ± 2.11 ND Asp129, Tyr161 and Asn 152
21 Hesperetin
(From Ganoderma lucidum var. antler)
i) Protease activity assay
ii) Cytotoxicity test
iii) Molecular docking
WRL-68 326. ND ND i. Protein PDB ID: 2FOM
ii. Ligands: Natural product compounds from numerous molecular databases (ZINC, PubChem etc),
GaussView 5.0
iii. Molecular docking program: HADDOCK2
- 7.2 His107, Val128, Pro188, Ser191, Trp106, Gly207, Asn208, Gly209, Tyr217, His107, Val128, Asp131, Leu184, Pro18 8, Gly207, Gly209, Tyr217 and Asp131 (Lim et al., 2020)
22 Isobiflorin
(Compound 1)
(From S. aromaticum) (cloves extract)
i) Protease activity assay
ii)Protease inhibition assay
iii) Molecular docking
ND ND ND 58.9 ± 1.3 i. Protein PDB ID: 3U1I
ii. Ligands:
Natural product compounds
iii. Molecular docking program: AutoDock
−6.8 Trp-50, Arg-54, Asp-75, His-51, Val-72, Asp-81, and Asn-152 (Saleem et al., 2019)
23 Biflorin
(Compound 2)
(From S. aromaticum) (cloves extract)
ND ND ND 89.6 ± 4.4 μM −7.2 Met-84, Ile-86, Asn-152, Gly-153, Tyr-161, Thr-83, Arg-85, Val-154, and Val-155
24 Eugeniin
(Compound 3)
(From S. aromaticum) (cloves extract)
ND ND ND 94.7 ± 2.5 μM −10.2 Asp-75, Asp-81, Met-84, Asp-129, Phe-130, Gly-133, Ser-135, His-51, Arg-54, Pro-132, Tyr-150, Val-154, Val-155, and Tyr-161
25 Kaempferol-3-O-rutinoside (bioflavonoids from Azadirachta indica) i) Molecular docking
ii) Cytotoxicity test
iii)Protease inhibition assay
iv) IF assay
BHK-21 ND No significant cyto-toxicity till 100 μM concentra-tion 55.6% in DENV-2 infectivity at lower concentra-tions of 1 and 10μM;
Maximum inhibition of 77.7% at 10 and 100 μM concentra-tion
i. Protein PDB ID: 2FOM
ii. Ligands: Natural product compounds
iii. Molecular docking program: GLIDE5.8
–9.555 Asp75, Phe130, Gly151, Asn152, Gln153, Trp50, His51, Val72, Lys73, Leu128, Ser131, Pro132, Ser135, Tyr150, Val154, and Try161 (Dhar Dwivedi et al., 2020)
26 Epicatechin
(Bioflavonoids from Azadirachta indica)
BHK-21 ND 20% cyto-toxicity on the BHK-21 cells at 1 mM (1000 μM) concentra-tion 47.1% reduction in the DENV-2 infectivity at 0.1 mM (100 μM);
Maximum of 66.2% inhibition of DENV-2 infectivity at 1 mM (1000 μM) concentra-tion
-7.622 His51, Pro132, Gly151, Phe130, Leu128, Ser131, Gly133, Ser135, Try150, Asn152, Gly123, His51, Ser131, Ser135, Asn152, Gly133, Gly151, and Gly 153
27 C26H19F3N4O5S2
Compound 8g
i) Compound synthesis
ii) Protease activity assay
iii) Protease inhibition assay
iv) Molecular dockin
ND ND ND 13.9 ± 1.4 i. Protein PDB ID: 3U1I
ii. Ligands: Synthesized compounds
iii. Molecular docking program: AutoDock Vina
−8.8 Thr118, leu85, Trp83, Asn167 [106]
28 C27H21F3N4O5S2
Compound 8h
ND ND ND 15.1 ± 1.3 −8.8 Trp83, Asn167
29 Compound 1 i. Molecular docking
ii. Protease inhibition assay
iii. Cell viability assay
iv. Western blot, RT-PCR
v. IF microscopy
Huh-7 ND 35.4mM 7.1mM i. Protein PDB ID: 5YW1
ii. Ligands: Maestro v.11.5
iii. Molecular docking program: Schrodinger Suite v.2018
ND Pro132, Tyr150, Tyr161, Asp129, Asp75. (Shin et al., 2021)

ND, Not defined.