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Meng T, Wang Z, Zhang H, Zhao Z, Huang W, Xu L, Liu M, Li J, Yan H. In Silico Investigations on the Synergistic Binding Mechanism of Functional Compounds with Beta-Lactoglobulin. Molecules 2024; 29:956. [PMID: 38474468 DOI: 10.3390/molecules29050956] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/03/2024] [Accepted: 02/20/2024] [Indexed: 03/14/2024] Open
Abstract
Piceatannol (PIC) and epigallocatechin gallate (EGCG) are polyphenolic compounds with applications in the treatment of various diseases such as cancer, but their stability is poor. β-lactoglobulin (β-LG) is a natural carrier that provides a protective effect to small molecule compounds and thus improves their stability. To elucidate the mechanism of action of EGCG, PIC, and palmitate (PLM) in binding to β-LG individually and jointly, this study applied molecular docking and molecular dynamics simulations combined with in-depth analyses including noncovalent interaction (NCI) and binding free energy to investigate the binding characteristics between β-LG and compounds of PIC, EGCG, and PLM. Simulations on the binary complexes of β-LG + PIC, β-LG + EGCG, and β-LG + PLM and ternary complexes of (β-LG + PLM) + PIC, (β-LG + PLM) + EGCG, β-LG + PIC) + EGCG, and (β-LG + EGCG) + PIC were performed for comparison and characterizing the interactions between binding compounds. The results demonstrated that the co-bound PIC and EGCG showed non-beneficial effects on each other. However, the centrally located PLM was revealed to be able to adjust the binding conformation of PIC, which led to the increase in binding affinity with β-LG, thus showing a synergistic effect on the co-bound PIC. The current study of β-LG co-encapsulated PLM and PIC provides a theoretical basis and research suggestions for improving the stability of polyphenols.
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Affiliation(s)
- Tong Meng
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng 252059, China
| | - Zhiguo Wang
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Hao Zhang
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng 252059, China
| | - Zhen Zhao
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng 252059, China
| | - Wanlin Huang
- School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Liucheng Xu
- School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China
| | - Min Liu
- School of Chemistry and Chemical Engineering, Liaocheng University, Liaocheng 252059, China
| | - Jun Li
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng 252059, China
| | - Hui Yan
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng 252059, China
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2
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Cao S, Su Q, Chen YH, Wang ML, Xu Y, Wang LH, Lu YH, Li JF, Liu J, Hong XJ, Wang HY, Liu JP, Wang ZG. Molecular Insights into the Specific Targeting of c-MYC G-Quadruplex by Thiazole Peptides. Int J Mol Sci 2024; 25:623. [PMID: 38203794 PMCID: PMC10778990 DOI: 10.3390/ijms25010623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2023] [Revised: 12/30/2023] [Accepted: 01/02/2024] [Indexed: 01/12/2024] Open
Abstract
Stabilization of a G-quadruplex (G4) in the promotor of the c-MYC proto-oncogene leads to inhibition of gene expression, and it thus represents a potentially attractive new strategy for cancer treatment. However, most G4 stabilizers show little selectivity among the many G4s present in the cellular complement of DNA and RNA. Intriguingly, a crescent-shaped cell-penetrating thiazole peptide, TH3, preferentially stabilizes the c-MYC G4 over other promotor G4s, but the mechanisms leading to this selective binding remain obscure. To investigate these mechanisms at the atomic level, we performed an in silico comparative investigation of the binding of TH3 and its analogue TH1 to the G4s from the promotors of c-MYC, c-KIT1, c-KIT2, and BCL2. Molecular docking and molecular dynamics simulations, combined with in-depth analyses of non-covalent interactions and bulk and per-nucleotide binding free energies, revealed that both TH3 and TH1 can induce the formation of a sandwich-like framework through stacking with both the top and bottom G-tetrads of the c-MYC G4 and the adjacent terminal capping nucleotides. This framework produces enhanced binding affinities for c-MYC G4 relative to other promotor G4s, with TH3 exhibiting an outstanding binding priority. Van der Waals interactions were identified to be the key factor in complex formation in all cases. Collectively, our findings fully agree with available experimental data. Therefore, the identified mechanisms leading to specific binding of TH3 towards c-MYC G4 provide valuable information to guide the development of new selective G4 stabilizers.
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Affiliation(s)
- Sen Cao
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Qian Su
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Yong-Hao Chen
- School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (Y.-H.C.); (M.-L.W.); (Y.X.)
| | - Meng-Lu Wang
- School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (Y.-H.C.); (M.-L.W.); (Y.X.)
| | - Yi Xu
- School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (Y.-H.C.); (M.-L.W.); (Y.X.)
| | - Li-Hui Wang
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Yan-Hua Lu
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Jian-Feng Li
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Jun Liu
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Xiao-Jing Hong
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Hong-Yan Wang
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Jun-Ping Liu
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
| | - Zhi-Guo Wang
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China; (S.C.); (Q.S.); (L.-H.W.); (Y.-H.L.); (J.-F.L.); (J.L.); (X.-J.H.); (H.-Y.W.)
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3
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Yan F, Fu Z, Li G, Wang Z. In Silico Investigation of the Molecular Mechanism of PARP1 Inhibition for the Treatment of BRCA-Deficient Cancers. Molecules 2023; 28:1829. [PMID: 36838818 PMCID: PMC9961911 DOI: 10.3390/molecules28041829] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 02/05/2023] [Accepted: 02/10/2023] [Indexed: 02/17/2023] Open
Abstract
The protein PARP1, which plays a crucial role in DNA repair processes, is an attractive target for cancer therapy, especially for BRCA-deficient cancers. To overcome the acquired drug resistance of PARP1, PARP1 G-quadruplex (G4) identified in the PARP1-promotor region is gaining increasing attention. Aiming to explore the molecular mechanism of PARP1 inhibition with PARP1 G4 and PARP1 as potential targets, a comparative investigation of the binding characteristics of the newly identified G4 stabilizer MTR-106, which showed modest activity against talazoparib-resistant xenograft models and the FDA-approved PARP1 inhibitor (PARPi) talazoparib, were performed through molecular simulations. Combined analyses revealed that, relative to the groove binding of talazoparib, MTR-106 induced the formation of a sandwich framework through stacking with dT1 and the capping G-pair (dG2 and dG14) of PARP1 G4 to present largely enhanced binding affinity. For the binding with PARP1, although both were located in the catalytic pocket of PARP1, MTR-106 formed more extensive interactions with the surrounding PARP1 residues compared to talazoparib, in line with its increased binding strength. Importantly, vdW interaction was recognized as a decisive factor in the bindings with PARP1 G4 and PARP1. Collectively, these findings demonstrated the ascendancy of MTR-106 over talazoparib at the atomic level and revealed that the dual targeting of PARP1 G4 and PARP1 might be pivotal for PARPi that is capable of overcoming acquired drug resistance, providing valuable information for the design and development of novel drugs.
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Affiliation(s)
- Fengqin Yan
- Department of Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou 310022, China
| | - Zhenfu Fu
- Department of Radiotherapy, The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou 310022, China
| | - Guo Li
- Department of Biochemistry and Molecular Biology, Hainan Medical University, Haikou 571199, China
- Hainan Province Clinical Medical Center, Hainan Hospital Affiliated to Hainan Medical University, Haikou 571199, China
| | - Zhiguo Wang
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou 311121, China
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4
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Wu W, Hu X, Zeng Z, Wu D, Li H, Li H. Characterization of the Binding Properties of Sorafenib to c-MYC G-Quadruplexes: Evidence for Screening Potential Ligands. J Phys Chem B 2023; 127:874-883. [PMID: 36656764 DOI: 10.1021/acs.jpcb.2c06488] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023]
Abstract
Sorafenib (Sor) is a multitarget kinase inhibitor used clinically to treat hepatocellular carcinoma and renal cancer. In this study, the interaction mechanism of Sor with c-MYC G-quadruplexes (G4) was investigated at the molecular level by computer-aided means and experiments. Molecular docking results predicted the binding of Sor to the groove of G4. Molecular dynamics (MD) simulations were used to evaluate the effect of ligand binding to G4. Ultraviolet (UV), fluorescence spectroscopy, and viscosity experiments showed that the binding site was in the groove. The UV and fluorescence titration results showed that compared with traditional G4 ligands represented by compound meso-tetra (N-methyl-4-pyridyl) porphine (TmPyP4), Sor has a lower affinity for G4. Likewise, results from fluorescence resonance energy transfer (FRET) experiments suggested that Sor could have a limited ability to stabilize G4, but it was not as prominent as that of TmPyP4. Time-resolved fluorescence spectroscopy again supported the results from steady-state fluorescence spectroscopy, indicating that a static quenching mechanism mainly drove the process. Studying the interaction mechanism of Sor and c-MYC may inspire the screening of new, selective c-MYC G4 ligands and provide ideas for the design of drugs with good stability, low toxicity, and specific targeting of G4.
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Affiliation(s)
- Wen Wu
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu610106, China
| | - Xia Hu
- Meat Processing Key Laboratory of Sichuan Province, School of Food and Biological Engineering, Chengdu University, Chengdu610106, China
| | - Zhen Zeng
- Meat Processing Key Laboratory of Sichuan Province, School of Food and Biological Engineering, Chengdu University, Chengdu610106, China
| | - Di Wu
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu610106, China.,Meat Processing Key Laboratory of Sichuan Province, School of Food and Biological Engineering, Chengdu University, Chengdu610106, China
| | - Hanmei Li
- Sichuan Industrial Institute of Antibiotics, School of Pharmacy, Chengdu University, Chengdu610106, China.,Meat Processing Key Laboratory of Sichuan Province, School of Food and Biological Engineering, Chengdu University, Chengdu610106, China
| | - Hui Li
- School of Chemical Engineering, Sichuan University, Chengdu610065, China
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Wang Y, Li G, Meng T, Qi L, Yan H, Wang Z. Molecular insights into the selective binding mechanism targeting parallel human telomeric G-quadruplex. J Mol Graph Model 2021; 110:108058. [PMID: 34736054 DOI: 10.1016/j.jmgm.2021.108058] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 10/18/2021] [Accepted: 10/21/2021] [Indexed: 12/15/2022]
Abstract
Stabilizing human telomere DNA G-quadruplex (G4) proves a promising anti-cancer strategy. Though plenty of G4 stabilizing molecules have been reported, little is known about their selective binding mechanism among various G4s. Recently, a designed monohydrazone derivative (compound 15) was reported to display specific preference in binding and stabilizing parallel human telomeric G4. To reveal the selective binding mechanism, a comparative theoretical investigation was performed on two monohydrazone derivatives (compounds 1 and 15) and three telomeric G4s showing parallel, hybrid-I, and hybrid-II conformations. Two probable binding modes, i.e. the end-stacking binding and the groove binding, were predicted by molecular dockings for each monohydrazone in its binding with the telomeric G4s. Further long-timescale molecular dynamics simulations reveal the conversion from the groove binding to the end-stacking binding for both compounds, indicating the preference of the end-stacking binding mode. Structural analysis together with binding free energy calculations show that the van der Waals interaction plays a leading role in ranking the binding affinity. By forming extensive van der Waals interactions, the parallel G4-15 binding complex shows the highest binding affinity, and the corresponding compound 15 exhibits the strongest stabilizing effect to the telomeric G4. These findings agree well with the experimental observations. Through characterizing the selective binding between monohydrazones and telomeric G4s at the atomic level, the current study provides support to the design of novel selective stabilizers targeting telomeric G4s.
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Affiliation(s)
- Yue Wang
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng, Shandong Province, 252059, China
| | - Guo Li
- Department of Biochemistry and Molecular Biology, Hainan Medical College, Haikou, Hainan Province, 571199, China
| | - Tong Meng
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng, Shandong Province, 252059, China
| | - Lin Qi
- Railway Police College, Zhengzhou, Henan Province, 450053, China
| | - Hui Yan
- School of Pharmaceutical Sciences, Liaocheng University, Liaocheng, Shandong Province, 252059, China.
| | - Zhiguo Wang
- Institute of Ageing Research, School of Basic Medical Sciences, Hangzhou Normal University, Hangzhou, Zhejiang Province, 311121, China.
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Kant R, Yang MH, Tseng CH, Yen CH, Li WY, Tyan YC, Chen M, Tzeng CC, Chen WC, You K, Wang WC, Chen YL, Chen YMA. Discovery of an Orally Efficacious MYC Inhibitor for Liver Cancer Using a GNMT-Based High-Throughput Screening System and Structure-Activity Relationship Analysis. J Med Chem 2021; 64:8992-9009. [PMID: 34132534 DOI: 10.1021/acs.jmedchem.1c00093] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Glycine-N-methyl transferase (GNMT) downregulation results in spontaneous hepatocellular carcinoma (HCC). Overexpression of GNMT inhibits the proliferation of liver cancer cell lines and prevents carcinogen-induced HCC, suggesting that GNMT induction is a potential approach for anti-HCC therapy. Herein, we used Huh7 GNMT promoter-driven screening to identify a GNMT inducer. Compound K78 was identified and validated for its induction of GNMT and inhibition of Huh7 cell growth. Subsequently, we employed structure-activity relationship analysis and found a potent GNMT inducer, K117. K117 inhibited Huh7 cell growth in vitro and xenograft in vivo. Oral administration of a dosage of K117 at 10 mpk (milligrams per kilogram) can inhibit Huh7 xenograft in a manner equivalent to the effect of sorafenib at a dosage of 25 mpk. A mechanistic study revealed that K117 is an MYC inhibitor. Ectopic expression of MYC using CMV promoter blocked K117-mediated MYC inhibition and GNMT induction. Overall, K117 is a potential lead compound for HCC- and MYC-dependent cancers.
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Affiliation(s)
- Rajni Kant
- Graduate Institute of Biomedical and Pharmaceutical Science, Fu Jen Catholic University, New Taipei City 24205, Taiwan
| | - Ming-Hui Yang
- Department of Medical Education and Research, Kaohsiung Veterans General Hospital, Kaohsiung 81362, Taiwan
| | - Chih-Hua Tseng
- School of Pharmacy, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 807, Taiwan.,Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Chia-Hung Yen
- Graduate Institute of Natural Products, College of Pharmacy, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.,Research Center for Natural Products and Drug Development, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Wei-You Li
- Graduate Institute of Biomedical and Pharmaceutical Science, Fu Jen Catholic University, New Taipei City 24205, Taiwan
| | - Yu-Chang Tyan
- Department of Medical Imaging and Radiological Sciences, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Marcelo Chen
- Department of Urology, Mackay Memorial Hospital, Taipei 10449, Taiwan
| | - Cherng-Chyi Tzeng
- Department of Medicinal and Applied Chemistry, College of Life Science, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Wei-Cheng Chen
- Graduate Institute of Biomedical and Pharmaceutical Science, Fu Jen Catholic University, New Taipei City 24205, Taiwan
| | - Kaiting You
- Graduate Institute of Biomedical and Pharmaceutical Science, Fu Jen Catholic University, New Taipei City 24205, Taiwan
| | - Wen-Chieh Wang
- Institute of Biotechnology and Pharmaceutical Research, National Health Research Institutes, 35 Keyan Road, Zhunan, Miaoli County 35053, Taiwan
| | - Yeh-Long Chen
- Drug Development and Value Creation Research Center, Kaohsiung Medical University, Kaohsiung 80708, Taiwan.,Department of Medicinal and Applied Chemistry, College of Life Science, Kaohsiung Medical University, Kaohsiung 80708, Taiwan
| | - Yi-Ming Arthur Chen
- Graduate Institute of Biomedical and Pharmaceutical Science, Fu Jen Catholic University, New Taipei City 24205, Taiwan
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Klauda JB. Virtual Issue on Docking. J Phys Chem B 2021; 125:5455-5457. [PMID: 34078077 DOI: 10.1021/acs.jpcb.1c03303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Jeffery B Klauda
- Department of Chemical and Biomolecular Engineering, University of Maryland
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