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Roy D, Patel C. Revisiting the Use of Quantum Chemical Calculations in LogP octanol-water Prediction. Molecules 2023; 28:801. [PMID: 36677858 PMCID: PMC9866719 DOI: 10.3390/molecules28020801] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 01/06/2023] [Accepted: 01/10/2023] [Indexed: 01/15/2023] Open
Abstract
The partition coefficients of drug and drug-like molecules between an aqueous and organic phase are an important property for developing new therapeutics. The predictive power of computational methods is used extensively to predict partition coefficients of molecules. The application of quantum chemical calculations is used to develop methods to develop structure-activity relationship models for such prediction, either based on molecular fragment methods, or via direct calculation of solvation free energy in solvent continuum. The applicability, merits, and shortcomings of these developments are revisited here.
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Affiliation(s)
- Dipankar Roy
- Department of Biological Sciences, University of Alberta, Edmonton, AB T6G 2E9, Canada
| | - Chandan Patel
- Department of Applied Sciences, COEP Technological University, Wellesely Road, Shivajinagar, Pune 411005, Maharashtra, India
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2
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Thuy BTP, Hieu LT, My TTA, Hai NTT, Loan HTP, Thuy NTT, Triet NT, Van Anh TT, Dieu NTX, Quy PT, Van Trung N, Quang DT, Huynh LK, Nhung NTA. Screening for Streptococcus pyogenes antibacterial and Candida albicans antifungal bioactivities of organic compounds in natural essential oils of Piper betle L., Cleistocalyx operculatus L. and Ageratum conyzoides L. CHEMICAL PAPERS 2020. [DOI: 10.1007/s11696-020-01404-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
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3
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Son NT, Mai Thanh DT, Van Trang N. Flavone norartocarpetin and isoflavone 2′-hydroxygenistein: A spectroscopic study for structure, electronic property and antioxidant potential using DFT (Density functional theory). J Mol Struct 2019. [DOI: 10.1016/j.molstruc.2019.05.016] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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4
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Schepetkin IA, Karpenko AS, Khlebnikov AI, Shibinska MO, Levandovskiy IA, Kirpotina LN, Danilenko NV, Quinn MT. Synthesis, anticancer activity, and molecular modeling of 1,4-naphthoquinones that inhibit MKK7 and Cdc25. Eur J Med Chem 2019; 183:111719. [PMID: 31563013 DOI: 10.1016/j.ejmech.2019.111719] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2019] [Revised: 07/09/2019] [Accepted: 09/17/2019] [Indexed: 01/04/2023]
Abstract
Cell division cycle 25 (Cdc25) and mitogen-activated protein kinase kinase 7 (MKK7) are enzymes involved in intracellular signaling but can also contribute to tumorigenesis. We synthesized and characterized the biological activity of 1,4-naphthoquinones structurally similar to reported Cdc25 and(or) MKK7 inhibitors with anticancer activity. Compound 7 (3-[(1,4-dioxonaphthalen-2-yl)sulfanyl]propanoic acid) exhibited high binding affinity for MKK7 (Kd = 230 nM), which was greater than the affinity of NSC 95397 (Kd = 1.1 μM). Although plumbagin had a lower binding affinity for MKK7, this compound and sulfur-containing derivatives 4 and 6-8 were potent inhibitors of Cdc25A and Cdc25B. Derivative 22e containing a phenylamino side chain was selective for MKK7 versus MKK4 and Cdc25 A/B, and its isomer 22f was a selective inhibitor of Cdc25 A/B. Docking studies performed on several naphthoquinones highlighted interesting aspects concerning the molecule orientation and hydrogen bonding interactions, which could help to explain the activity of the compounds toward MKK7 and Cdc25B. The most potent naphthoquinone-based inhibitors of MKK7 and/or Cdc25 A/B were also screened for their cytotoxicity against nine cancer cell lines and primary human mononuclear cells, and a correlation was found between Cdc25 A/B inhibitory activity and cytotoxicity of the compounds. Quantum chemical calculations using BP86 and ωB97X-D3 functionals were performed on 20 naphthoquinone derivatives to obtain a set of molecular electronic properties and to correlate these properties with cytotoxic activities. Systematic theoretical DFT calculations with subsequent correlation analysis indicated that energy of the lowest unoccupied molecular orbital E(LUMO), vertical electron affinity (VEA), and reactivity index ω of these molecules were important characteristics related to their cytotoxicity. The reactivity index ω was also a key characteristic related to Cdc25 A/B phosphatase inhibitory activity. Thus, 1,4-naphthoquinones displaying sulfur-containing and phenylamino side chains with additional polar groups could be successfully utilized for further development of efficacious Cdc25 A/B and MKK7 inhibitors with anticancer activity.
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Affiliation(s)
- Igor A Schepetkin
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT, 59717, USA
| | - Alexander S Karpenko
- A.V. Bogatsky Physico-Chemical Institute, National Academy of Sciences of Ukraine, Odessa, 65080, Ukraine
| | - Andrei I Khlebnikov
- Kizhner Research Center, Tomsk Polytechnic University, Tomsk, 634050, Russia; Faculty of Chemistry, National Research Tomsk State University, Tomsk, 634050, Russia
| | - Marina O Shibinska
- A.V. Bogatsky Physico-Chemical Institute, National Academy of Sciences of Ukraine, Odessa, 65080, Ukraine
| | - Igor A Levandovskiy
- Department of Organic Chemistry, Kiev Polytechnic Institute, Kiev, 03056, Ukraine
| | - Liliya N Kirpotina
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT, 59717, USA
| | | | - Mark T Quinn
- Department of Microbiology and Immunology, Montana State University, Bozeman, MT, 59717, USA.
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5
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Michalík M, Poliak P, Klein E, Lukeš V. On the toxicity of para-substituted phenols and their quinone metabolites: Quantum chemical study. Chem Phys Lett 2018. [DOI: 10.1016/j.cplett.2018.08.038] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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6
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Škorňa P, Michalík M, Lukeš V, Klein E. The structural analysis and modelling of ring substituent effect for the ortho-derivatives of 1-hydroxynaphthalene-2-carboxanilides and 2-hydroxynaphthalene-1-carboxanilides. J Mol Struct 2017. [DOI: 10.1016/j.molstruc.2017.05.069] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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7
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Kumar D, Sharma P, Singh H, Nepali K, Gupta GK, Jain SK, Ntie-Kang F. The value of pyrans as anticancer scaffolds in medicinal chemistry. RSC Adv 2017. [DOI: 10.1039/c7ra05441f] [Citation(s) in RCA: 115] [Impact Index Per Article: 16.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
Pyran-based heterocycles are promising for anticancer drug discovery.
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Affiliation(s)
- Dinesh Kumar
- Department of Pharmaceutical Sciences
- Guru Nanak Dev University
- Amritsar
- India
| | - Pooja Sharma
- Department of Pharmaceutical Sciences
- Guru Nanak Dev University
- Amritsar
- India
- Sri Sai College of Pharmacy Manawala
| | - Harmanpreet Singh
- Department of Pharmaceutical Sciences
- Guru Nanak Dev University
- Amritsar
- India
| | - Kunal Nepali
- Department of Pharmaceutical Sciences
- Guru Nanak Dev University
- Amritsar
- India
| | - Girish Kumar Gupta
- Department of Pharmaceutical Chemistry
- M. M. College of Pharmacy
- Maharishi Markandeshwer University
- Mullana
- India
| | - Subheet Kumar Jain
- Department of Pharmaceutical Sciences
- Guru Nanak Dev University
- Amritsar
- India
| | - Fidele Ntie-Kang
- Department of Chemistry
- Faculty of Science
- University of Buea
- Buea
- Cameroon
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Chavan SP, Bishwa Bidita Varadwaj G, Parida KM, Bhanage BM. Solvent-Switchable Regioselective Synthesis of Aurones and Flavones Using Palladium-Supported Amine-Functionalized Montmorillonite as a Heterogeneous Catalyst. ChemCatChem 2016. [DOI: 10.1002/cctc.201600549] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Affiliation(s)
- Sujit P. Chavan
- Department of Chemistry; Institute of Chemical Technology, N. Parekh Marg, Matunga; Mumbai- 400019 India
| | - G. Bishwa Bidita Varadwaj
- Centre for Nano Science and Nano Technology; ITER, SOA University, Jagamohan Nagar; Bhubaneswar- 751 030, Odisha India
| | - Kulamani M. Parida
- Centre for Nano Science and Nano Technology; ITER, SOA University, Jagamohan Nagar; Bhubaneswar- 751 030, Odisha India
| | - Bhalchandra M. Bhanage
- Department of Chemistry; Institute of Chemical Technology, N. Parekh Marg, Matunga; Mumbai- 400019 India
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9
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Gholivand K, Ebrahimi Valmoozi AA, Bonsaii M. Synthesis and crystal structure of new temephos analogues as cholinesterase inhibitor: molecular docking, QSAR study, and hydrogen bonding analysis of solid state. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2014; 62:5761-5771. [PMID: 24893121 DOI: 10.1021/jf5011726] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
A series of temephos (Tem) derivatives were synthesized and characterized by 31P, 13C, and 1H NMR and FT-IR spectral techniques. Also, the crystal structure of compound 9 was investigated. The hydrogen bonding energies (E2) were calculated by NBO analysis of the crystal cluster. The activities and the mixed-type mechanism of Tem derivatives were evaluated using the modified Ellman's and Lineweaver-Burk's methods on cholinesterase (ChE) enzymes. The inhibitory activities of Tem derivatives with a P═S moiety were higher than those with a P═O moiety. Docking analysis disclosed that the hydrogen bonds occurred between the OR (R=CH3 and C2H5) oxygen and N-H nitrogen atoms of the selected compounds and the receptor site (GLN and GLU) of ChEs. PCA-QSAR indicated that the correlation coefficients of the electronic variables were dominant compared to the structural descriptors. MLR-QSAR models clarified that the net charges of nitrogen and phosphorus atoms contribute important electronic function in the inhibition of ChEs. The validity of the QSAR model was confirmed by a LOO cross-validation method with q2=0.965 between the training and testing sets.
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Affiliation(s)
- Khodayar Gholivand
- Department of Chemistry, Tarbiat Modares University , P.O. Box 14115-175, Tehran, Iran
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Gholivand K, Valmoozi AAE, Mahzouni HR, Ghadimi S, Rahimi R. Molecular docking and QSAR studies: noncovalent interaction between acephate analogous and the receptor site of human acetylcholinesterase. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2013; 61:6776-6785. [PMID: 23796225 DOI: 10.1021/jf401092h] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Twelve new compounds of acephate (Ace) analogues were synthesized and characterized by (31)P, (13)C, and (1)H NMR and IR spectroscopy. The probable insecticide potential of these compounds as well as 23 previously prepared molecules with a general skeleton of RC(O)-NH-P(O)X1X2 was predicted by PASS software. Docking analysis showed that hydrophobic interaction and hydrogen bonding were created between the functional groups of Ace derivatives and the receptor sites of acetylcholinesterase. PCA-QSAR indicated that the electronic descriptors are dominated in comparison with the structural descriptors. The experimental-QSAR (R(2) = 0.903 and VIF < 2.997) and DFT-QSAR (R(2) = 0.990 and VIF ≤ 10) models clarified that the net charge of functional groups contributes an important function in an inhibition mechanism. Validity and integrity of this model were confirmed by the LOO cross-validation method with q(2) = 0.940 and low residuals between the training and testing sets. The correlation matrix of DFT-QSAR model confirmed the molecular docking results.
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11
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Du Z, Ng H, Zhang K, Zeng H, Wang J. Ionic liquid mediated Cu-catalyzed cascade oxa-Michael-oxidation: efficient synthesis of flavones under mild reaction conditions. Org Biomol Chem 2011; 9:6930-3. [DOI: 10.1039/c1ob06209c] [Citation(s) in RCA: 58] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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12
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Synthesis and biological evaluation of new 5-fluorouracil-substituted ampelopsin derivatives. Molecules 2010; 15:2114-23. [PMID: 20428031 PMCID: PMC6257404 DOI: 10.3390/molecules15042114] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2010] [Revised: 03/15/2010] [Accepted: 03/22/2010] [Indexed: 11/17/2022] Open
Abstract
This study reports two novel 5-fluorouracil-substituted ampelopsin derivatives. The structures of two new derivatives were characterized by elemental analysis, 1H-NMR, 13C-NMR, IR and MS. Their anticancer activities in vitro against two cancer cell lines, K562 and K562/ADR, were investigated using the MTT assay, and the results showed that the two new compounds were more effective than reference drugs such as ampelopsin and verapamil.
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Bronikowska J, Szliszka E, Czuba ZP, Zwolinski D, Szmydki D, Krol W. The combination of TRAIL and isoflavones enhances apoptosis in cancer cells. Molecules 2010; 15:2000-15. [PMID: 20336028 PMCID: PMC6257263 DOI: 10.3390/molecules15032000] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2010] [Revised: 03/09/2010] [Accepted: 03/19/2010] [Indexed: 01/24/2023] Open
Abstract
Isoflavones are a class of bioactive polyphenols with cancer chemopreventive properties. TRAIL (tumor necrosis factor-related apoptosis-inducing ligand) is a naturally occurring antitumor agent that selectively induces programmed death (apoptosis) in cancer cells. Polyphenols can modulate TRAIL-mediated apoptosis in cancer cells. We examined the cytotoxic and apoptotic activities of isoflavones in combination with TRAIL on HeLa cancer cells. The apoptosis was detected by fluorescence microscopy with annexin V-FITC. The cytotoxicity was evaluated by MTT and LDH assays. The tested isoflavones: genistein, biochanin-A and neobavaisoflavone enhance TRAIL-induced apoptosis in HeLa cells. Our study indicated that isoflavones augmented TRAIL-cytotoxicity against cancer cells and confirmed potential role of those polyphenols in chemoprevention.
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Affiliation(s)
- Joanna Bronikowska
- Department of Microbiology and Immunology, Medical University of Silesia in Katowice, Jordana 19, 41-808 Zabrze, Poland.
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Liao SY, Chen JC, Miao TF, Shen Y, Zheng KC. Binding conformations and QSAR of CA-4 analogs as tubulin inhibitors. J Enzyme Inhib Med Chem 2009; 25:421-9. [DOI: 10.3109/14756360903213499] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Si Yan Liao
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
| | - Jin Can Chen
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
- Analysis Center of Guangdong Medical College, Zhanjiang, China
| | - Ti Fang Miao
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
| | - Yong Shen
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
| | - Kang Cheng Zheng
- School of Chemistry and Chemical Engineering, Sun Yat-Sen University, Guangzhou, China
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Liao SY, Miao TF, Chen JC, Lu HL, Zheng KC. Molecular Modeling and Design of Arylthioindole Derivatives as Tubulin Inhibitors. CHINESE J CHEM PHYS 2009. [DOI: 10.1088/1674-0068/22/05/473-480] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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16
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Liao SY, Chen TJ, Miao TF, Qian L, Zheng KC. Binding Orientations, QSAR, and Molecular Design of Thiophene Derivative Inhibitors. Chem Biol Drug Des 2009; 74:289-96. [DOI: 10.1111/j.1747-0285.2009.00861.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Hemmateenejad B, Mehdipour AR, Popelier PLA. Quantum Topological QSAR Models based on the MOLMAP Approach. Chem Biol Drug Des 2008; 72:551-63. [DOI: 10.1111/j.1747-0285.2008.00731.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Zhang H, Zhang J, Zhu Y. In vitro investigations for the QSAR mechanism of lymphocytes apoptosis induced by substituted aromatic toxicants. FISH & SHELLFISH IMMUNOLOGY 2008; 25:710-717. [PMID: 19004643 DOI: 10.1016/j.fsi.2008.02.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/26/2007] [Revised: 01/27/2008] [Accepted: 02/09/2008] [Indexed: 05/27/2023]
Abstract
The objective of this study was to assess the chemicals-induced apoptosis effects on fish lymphocytes and to use the QSAR model to interpret the relationships between apoptotic effects and chemical structures to identify the immune toxicology mechanism. By the use of a simple in vitro toxicological assay, the measured apoptotic parameter (EC50) is used in a QSAR to interpret the apoptotic effects of 25 substituted benzenes at low exposure levels. The apoptotic effects of all tested substituted aromatic chemicals with Carassius auratus lymphocytes were confirmed by DNA ladder and nucleus condensation. For both chlorobenzenes and PCBs, the EC50 values increase with increasing Cl number in the molecule, a result reflecting probably the increased p-pi conjugation of the C-Cl bonds that lowers the molecular reactivity. Furthermore, the apoptotic EC50 data were best correlated with the dipole moment (mu) and the energy of the lowest unoccupied molecular orbital (ELUMO) such that: log(1/EC50)=0.325+0.222 micro-0.163(ELUMO) (with R(2)=0.879). The dependence on the electronic ELUMO factor of the established correlation suggests that during the apoptotic process the ROS (reactive oxygen substance) produced by cells acts as a Lewis base in substituted nucleophilic reactions with toxic chemicals behaving as an electron acceptor. On the basis of the test results, the present toxicological assay offers a rapid tool for assessing the toxic effects of chemicals at low exposure levels.
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Affiliation(s)
- Hangjun Zhang
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou 310028, People's Republic of China
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