1
|
Halder S, Thakur A, Keshry SS, Jana P, Karothia D, Das Jana I, Acevedo O, Swain RK, Mondal A, Chattopadhyay S, Jayaprakash V, Dev A. SELEX based aptamers with diagnostic and entry inhibitor therapeutic potential for SARS-CoV-2. Sci Rep 2023; 13:14560. [PMID: 37666993 PMCID: PMC10477244 DOI: 10.1038/s41598-023-41885-w] [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: 06/23/2023] [Accepted: 09/01/2023] [Indexed: 09/06/2023] Open
Abstract
Frequent mutation and variable immunological protection against vaccination is a common feature for COVID-19 pandemic. Early detection and confinement remain key to controlling further spread of infection. In response, we have developed an aptamer-based system that possesses both diagnostic and therapeutic potential towards the virus. A random aptamer library (~ 1017 molecules) was screened using systematic evolution of ligands by exponential enrichment (SELEX) and aptamer R was identified as a potent binder for the SARS-CoV-2 spike receptor binding domain (RBD) using in vitro binding assay. Using a pseudotyped viral entry assay we have shown that aptamer R specifically inhibited the entry of a SARS-CoV-2 pseudotyped virus in HEK293T-ACE2 cells but did not inhibit the entry of a Vesicular Stomatitis Virus (VSV) glycoprotein (G) pseudotyped virus, hence establishing its specificity towards SARS-CoV-2 spike protein. The antiviral potential of aptamers R and J (same central sequence as R but lacking flanked primer regions) was tested and showed 95.4% and 82.5% inhibition, respectively, against the SARS-CoV-2 virus. Finally, intermolecular interactions between the aptamers and the RBD domain were analyzed using in silico docking and molecular dynamics simulations that provided additional insight into the binding and inhibitory action of aptamers R and J.
Collapse
Affiliation(s)
- Sayanti Halder
- Department of Pharmaceutical Sciences and Technology, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Abhishek Thakur
- Department of Chemistry, University of Miami, Coral Gables, FL, 33146, USA
| | - Supriya Suman Keshry
- Institute of Life Sciences, Bhubaneswar, Odisha, 751023, India
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT) University, Bhubaneswar, Odisha, India
| | - Pradip Jana
- Department of Pharmaceutical Sciences and Technology, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | | | - Indrani Das Jana
- School of Bioscience, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
| | - Orlando Acevedo
- Department of Chemistry, University of Miami, Coral Gables, FL, 33146, USA
| | - Rajeeb K Swain
- Institute of Life Sciences, Bhubaneswar, Odisha, 751023, India
| | - Arindam Mondal
- School of Bioscience, Indian Institute of Technology Kharagpur, Kharagpur, West Bengal, 721302, India
| | | | - Venkatesan Jayaprakash
- Department of Pharmaceutical Sciences and Technology, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Abhimanyu Dev
- Department of Pharmaceutical Sciences and Technology, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India.
| |
Collapse
|
2
|
Brain permeable curcumin-based pyrazoline analogs: MAO inhibitory and antioxidant activity. J Mol Struct 2022. [DOI: 10.1016/j.molstruc.2022.133681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
|
3
|
Galvani F, Scalvini L, Rivara S, Lodola A, Mor M. Mechanistic Modeling of Monoglyceride Lipase Covalent Modification Elucidates the Role of Leaving Group Expulsion and Discriminates Inhibitors with High and Low Potency. J Chem Inf Model 2022; 62:2771-2787. [PMID: 35580195 PMCID: PMC9198976 DOI: 10.1021/acs.jcim.2c00140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
![]()
Inhibition of monoglyceride
lipase (MGL), also known as monoacylglycerol
lipase (MAGL), has emerged as a promising approach for treating neurological
diseases. To gain useful insights in the design of agents with balanced
potency and reactivity, we investigated the mechanism of MGL carbamoylation
by the reference triazole urea SAR629 (IC50 = 0.2 nM) and
two recently described inhibitors featuring a pyrazole (IC50 = 1800 nM) or a 4-cyanopyrazole (IC50 = 8 nM) leaving
group (LG), using a hybrid quantum mechanics/molecular mechanics (QM/MM)
approach. Opposite to what was found for substrate 2-arachidonoyl-sn-glycerol (2-AG), covalent modification of MGL by azole
ureas is controlled by LG expulsion. Simulations indicated that changes
in the electronic structure of the LG greatly affect reaction energetics
with triazole and 4-cyanopyrazole inhibitors following a more accessible
carbamoylation path compared to the unsubstituted pyrazole derivative.
The computational protocol provided reaction barriers able to discriminate
between MGL inhibitors with different potencies. These results highlight
how QM/MM simulations can contribute to elucidating structure–activity
relationships and provide insights for the design of covalent inhibitors.
Collapse
Affiliation(s)
- Francesca Galvani
- Dipartimento di Scienze degli Alimenti e del Farmaco, Università degli Studi di Parma, Parco Area delle Scienze 27/A, I-43124 Parma, Italy
| | - Laura Scalvini
- Dipartimento di Scienze degli Alimenti e del Farmaco, Università degli Studi di Parma, Parco Area delle Scienze 27/A, I-43124 Parma, Italy
| | - Silvia Rivara
- Dipartimento di Scienze degli Alimenti e del Farmaco, Università degli Studi di Parma, Parco Area delle Scienze 27/A, I-43124 Parma, Italy
| | - Alessio Lodola
- Dipartimento di Scienze degli Alimenti e del Farmaco, Università degli Studi di Parma, Parco Area delle Scienze 27/A, I-43124 Parma, Italy
| | - Marco Mor
- Dipartimento di Scienze degli Alimenti e del Farmaco, Università degli Studi di Parma, Parco Area delle Scienze 27/A, I-43124 Parma, Italy.,Microbiome Research Hub, University of Parma, Parco Area delle Scienze 11/A, I-43124 Parma, Italy
| |
Collapse
|
4
|
Ren WS, Rahman A, Jiang KB, Deng H, Zhao YY, Zhang WJ, Liu K, Qian P, Guo H. Unraveling the Origins of Changing Product Specificity Properties of Arginine Methyltransferase PRMT7 by the E181D and E181D/Q329A Mutations through QM/MM MD and Free-Energy Simulations. J Chem Theory Comput 2022; 18:2631-2641. [PMID: 35316052 DOI: 10.1021/acs.jctc.1c01219] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Arginine methylations can regulate important biological processes and affect many cellular activities, and the enzymes that catalyze the methylations are protein arginine methyltransferases (PRMTs). The biological consequences of arginine methylations depend on the methylation states of arginine that are determined by the PRMT's product specificity. Nevertheless, it is still unclear how different PRMTs may generate different methylation states for the target proteins. PRMT7 is the only known member of type III PRMT that produces monomethyl arginine (MMA) product. Interestingly, its E181D and E181D/Q329A mutants can catalyze, respectively, the formation of asymmetrically dimethylated arginine (ADMA) and symmetrically dimethylated arginine (SDMA). The reasons as to why the mutants have the abilities to add the second methyl group and E181D (E181D/Q329A) has the unique product specificity in generating ADMA (SDMA) have not been understood. Here, quantum mechanics/molecular mechanics (QM/MM) molecular dynamics (MD) and potential of mean force (PMF) free-energy simulations are performed for the E181D and E181D/Q329A mutants to understand the origin for their ability to generate, respectively, ADMA and SDMA. The simulations show that the free-energy barrier for adding the second methyl group to MMA in E181D (E181D/Q329A) to produce ADMA (SDMA) is considerably lower than the corresponding barriers in wild type and E181D/Q329A (wild type and E181D), consistent with experimental observations. Some important factors that contribute to the change of the activity and product specificity due to the E181D and E181D/Q329A mutations are identified based on the data from the simulations and analysis. It is shown that the transferable methyl group (from SAM) and Nη2 (the nitrogen atom that is methylated in the substrate MMA) can only form good near-attack conformations in the E181D reaction state for the methyl transfer (not in wild type and E181D/Q329A), while the transferable methyl group and Nη1 (the nitrogen atom that is not methylated in the substrate MMA) can only form good near-attack conformations in E181D/Q329A (not in wild type and E181D). The results suggest that the steric repulsions in the reaction state between the methyl group on MMA and active-site residues (e.g., Q329) and the release of such repulsions (e.g., from the Q329A mutation) may play an important role in generating specific near-attack conformations for the methyl transfer and controlling the product specificity for the mutants. The general principle identified in this work for PRMT7 is expected to be useful for understanding the activity and product specificity of other PRMTs as well.
Collapse
Affiliation(s)
- Wan-Sheng Ren
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Adua Rahman
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Kai-Bin Jiang
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Hao Deng
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Yuan-Yuan Zhao
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Wei-Jie Zhang
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Kedian Liu
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, United States
| | - Ping Qian
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Hong Guo
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, United States
| |
Collapse
|
5
|
Gangireddy MSR, Badavath VN, Velez C, Loeanurit N, Thakur A, Maddipati VC, Katari NK, Acevedo O, Boonyasuppayakorn S, Gundla R. Discovery of 3-chlorobenzyl-linked 1,9-diazaspiro[5.5]undecane derivatives, a lead for dengue virus type 2 infection. NEW J CHEM 2022. [DOI: 10.1039/d1nj02453a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Dengue virus is a worldwide health threat with 400 million yearly infections. Given a lack in specific therapeutics, the current work reports DENV2 inhibitory activity in newly designed compounds that are more potent than the standard drug ribavirin.
Collapse
Affiliation(s)
| | - Vishnu Nayak Badavath
- Department of Microbiology, Applied Medical Virology Research Unit, Faculty of Medicine, Chulalongkorn University, Pathumwan, Bangkok-10330, Thailand
- Chitkara College of Pharmacy, Chitkara University, Punjab, 140401, India
| | - Caroline Velez
- Department of Chemistry, University of Miami, Coral Gables, Florida 33146, USA
| | - Naphat Loeanurit
- Department of Microbiology, Applied Medical Virology Research Unit, Faculty of Medicine, Chulalongkorn University, Pathumwan, Bangkok-10330, Thailand
- Interdisciplinary Program in Microbiology, Graduate School, Chulalongkorn University, Pathumwan, Bangkok-10330, Thailand
| | - Abhishek Thakur
- Department of Chemistry, University of Miami, Coral Gables, Florida 33146, USA
| | | | - Naresh Kumar Katari
- Department of Chemistry, School of Science, GITAM Deemed to be University, Hyderabad 502329, Telangana, India
| | - Orlando Acevedo
- Department of Chemistry, University of Miami, Coral Gables, Florida 33146, USA
| | - Siwaporn Boonyasuppayakorn
- Department of Microbiology, Applied Medical Virology Research Unit, Faculty of Medicine, Chulalongkorn University, Pathumwan, Bangkok-10330, Thailand
| | - Rambabu Gundla
- Department of Chemistry, School of Science, GITAM Deemed to be University, Hyderabad 502329, Telangana, India
| |
Collapse
|
6
|
Mohd Siddique MU, Thakur A, Shilkar D, Yasmin S, Halakova D, Kovacikova L, Prnova MS, Stefek M, Acevedo O, Dasararaju G, Devadasan V, Mondal SK, Jayaprakash V. Non-carboxylic acid inhibitors of aldose reductase based on N-substituted thiazolidinedione derivatives. Eur J Med Chem 2021; 223:113630. [PMID: 34175538 DOI: 10.1016/j.ejmech.2021.113630] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2021] [Revised: 06/06/2021] [Accepted: 06/07/2021] [Indexed: 11/22/2022]
Abstract
In search of dually active PPAR-modulators/aldose reductase (ALR2) inhibitors, 16 benzylidene thiazolidinedione derivatives, previously reported as partial PPARγ agonists, together with additional 18 structural congeners, were studied for aldose reductase inhibitory activity. While no compounds had dual property, our efforts led to the identification of promising inhibitors of ALR2. Eight compounds (11, 15-16, 20-24, 30) from the library of 33 compounds were identified as potent and selective inhibitors of ALR2. Compound 21 was the most effective and selective inhibitor with an IC50 value of 0.95 ± 0.11 and 13.52 ± 0.81 μM against ALR2 and aldehyde reductase (ALR1) enzymes, respectively. Molecular docking and dynamics studies were performed to understand inhibitor-enzyme interactions at the molecular level that determine the potency and selectivity. Compound 21 was further subjected to in silico and in vitro studies to evaluate the pharmacokinetic profile. Being less acidic (pKa = 9.8), the compound might have a superior plasma membrane permeability and reach the cytosolic ALR2. This fact together with excellent drug-likeness criteria points to improved bioavailability compared to the clinically used compound Epalrestat. The designed compounds represent a novel group of non-carboxylate inhibitors of aldose reductase with an improved physicochemical profile.
Collapse
Affiliation(s)
- Mohd Usman Mohd Siddique
- Department of Pharmaceutical Sciences & Technology, Mesra, Ranchi, 835215, (JH), India; Department of Pharmaceutical Chemistry, Shri Vile Parle Kelavani Mandal's Institute of Pharmacy, Dhule, 424001, (MH), India.
| | - Abhishek Thakur
- Department of Chemistry, University of Miami, Coral Gables, Florida, 33146, USA.
| | - Deepak Shilkar
- Department of Pharmaceutical Sciences & Technology, Mesra, Ranchi, 835215, (JH), India.
| | - Sabina Yasmin
- Department of Pharmaceutical Sciences & Technology, Mesra, Ranchi, 835215, (JH), India; Department of Pharmaceutical Chemistry, College of Pharmacy, King Khalid University, Abha, 61441, Saudi Arabia.
| | - Dominika Halakova
- Institute of Experimental Pharmacology and Toxicology, CEM, Slovak Academy of Sciences, Bratislava, Slovak Republic.
| | - Lucia Kovacikova
- Institute of Experimental Pharmacology and Toxicology, CEM, Slovak Academy of Sciences, Bratislava, Slovak Republic.
| | - Marta Soltesova Prnova
- Institute of Experimental Pharmacology and Toxicology, CEM, Slovak Academy of Sciences, Bratislava, Slovak Republic.
| | - Milan Stefek
- Institute of Experimental Pharmacology and Toxicology, CEM, Slovak Academy of Sciences, Bratislava, Slovak Republic.
| | - Orlando Acevedo
- Department of Chemistry, University of Miami, Coral Gables, Florida, 33146, USA.
| | - Gayathri Dasararaju
- Centre of Advanced Study in Crystallography and Biophysics, University of Madras, Guindy Campus, Chennai, 600025, (TN), India.
| | - Velmurugan Devadasan
- Centre of Advanced Study in Crystallography and Biophysics, University of Madras, Guindy Campus, Chennai, 600025, (TN), India.
| | - Susanta Kumar Mondal
- TCG Life Sciences Ltd, Block-EP & GP, BIPL, Tower-B, Saltlake, Sector-V, Kolkata, 700091, (WB), India.
| | | |
Collapse
|
7
|
Price OM, Thakur A, Ortolano A, Towne A, Velez C, Acevedo O, Hevel JM. Naturally occurring cancer-associated mutations disrupt oligomerization and activity of protein arginine methyltransferase 1 (PRMT1). J Biol Chem 2021; 297:101336. [PMID: 34688662 PMCID: PMC8592882 DOI: 10.1016/j.jbc.2021.101336] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 10/11/2021] [Accepted: 10/12/2021] [Indexed: 01/13/2023] Open
Abstract
Protein arginine methylation is a posttranslational modification catalyzed by the protein arginine methyltransferase (PRMT) enzyme family. Dysregulated protein arginine methylation is linked to cancer and a variety of other human diseases. PRMT1 is the predominant PRMT isoform in mammalian cells and acts in pathways regulating transcription, DNA repair, apoptosis, and cell proliferation. PRMT1 dimer formation, which is required for methyltransferase activity, is mediated by interactions between a structure called the dimerization arm on one monomer and a surface of the Rossman Fold of the other monomer. Given the link between PRMT1 dysregulation and disease and the link between PRMT1 dimerization and activity, we searched the Catalogue of Somatic Mutations in Cancer (COSMIC) database to identify potential inactivating mutations occurring in the PRMT1 dimerization arm. We identified three mutations that correspond to W215L, Y220N, and M224V substitutions in human PRMT1V2 (isoform 1) (W197L, Y202N, M206V in rat PRMT1V1). Using a combination of site-directed mutagenesis, analytical ultracentrifugation, native PAGE, and activity assays, we found that these conservative substitutions surprisingly disrupt oligomer formation and substantially impair both S-adenosyl-L-methionine (AdoMet) binding and methyltransferase activity. Molecular dynamics simulations suggest that these substitutions introduce novel interactions within the dimerization arm that lock it in a conformation not conducive to dimer formation. These findings provide a clear, if putative, rationale for the contribution of these mutations to impaired arginine methylation in cells and corresponding health consequences.
Collapse
Affiliation(s)
- Owen M Price
- Department of Chemistry and Biochemistry, Utah State University, Logan, Utah, USA
| | - Abhishek Thakur
- Department of Chemistry, University of Miami, Coral Gables, Florida, USA
| | - Ariana Ortolano
- Department of Chemistry and Biochemistry, Utah State University, Logan, Utah, USA
| | - Arianna Towne
- Department of Chemistry and Biochemistry, Utah State University, Logan, Utah, USA
| | - Caroline Velez
- Department of Chemistry, University of Miami, Coral Gables, Florida, USA
| | - Orlando Acevedo
- Department of Chemistry, University of Miami, Coral Gables, Florida, USA.
| | - Joan M Hevel
- Department of Chemistry and Biochemistry, Utah State University, Logan, Utah, USA.
| |
Collapse
|
8
|
Campagnaro GD, Nay E, Plevin MJ, Cruz AK, Walrad PB. Arginine Methyltransferases as Regulators of RNA-Binding Protein Activities in Pathogenic Kinetoplastids. Front Mol Biosci 2021; 8:692668. [PMID: 34179098 PMCID: PMC8226133 DOI: 10.3389/fmolb.2021.692668] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Accepted: 05/28/2021] [Indexed: 12/22/2022] Open
Abstract
A large number of eukaryotic proteins are processed by single or combinatorial post-translational covalent modifications that may alter their activity, interactions and fate. The set of modifications of each protein may be considered a "regulatory code". Among the PTMs, arginine methylation, catalyzed by protein arginine methyltransferases (PRMTs), can affect how a protein interacts with other macromolecules such as nucleic acids or other proteins. In fact, many RNA-binding (RBPs) proteins are targets of PRMTs. The methylation status of RBPs may affect the expression of their bound RNAs and impact a diverse range of physiological and pathological cellular processes. Unlike most eukaryotes, Kinetoplastids have overwhelmingly intronless genes that are arranged within polycistronic units from which mature mRNAs are generated by trans-splicing. Gene expression in these organisms is thus highly dependent on post-transcriptional control, and therefore on the action of RBPs. These genetic features make trypanosomatids excellent models for the study of post-transcriptional regulation of gene expression. The roles of PRMTs in controlling the activity of RBPs in pathogenic kinetoplastids have now been studied for close to 2 decades with important advances achieved in recent years. These include the finding that about 10% of the Trypanosoma brucei proteome carries arginine methylation and that arginine methylation controls Leishmania:host interaction. Herein, we review how trypanosomatid PRMTs regulate the activity of RBPs, including by modulating interactions with RNA and/or protein complex formation, and discuss how this impacts cellular and biological processes. We further highlight unique structural features of trypanosomatid PRMTs and how it contributes to their singular functionality.
Collapse
Affiliation(s)
- Gustavo D. Campagnaro
- Department of Cell and Molecular Biology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Edward Nay
- York Biomedical Research Institute, Department of Biology, University of York, York, United Kingdom
| | - Michael J. Plevin
- York Biomedical Research Institute, Department of Biology, University of York, York, United Kingdom
| | - Angela K. Cruz
- Department of Cell and Molecular Biology, Ribeirão Preto Medical School, University of São Paulo, Ribeirão Preto, Brazil
| | - Pegine B. Walrad
- York Biomedical Research Institute, Department of Biology, University of York, York, United Kingdom,*Correspondence: Pegine B. Walrad,
| |
Collapse
|
9
|
Ren WS, Jiang KB, Deng H, Lu N, Yu T, Guo H, Qian P. Catalytic Mechanism and Product Specificity of Protein Arginine Methyltransferase PRMT7: A Study from QM/MM Molecular Dynamics and Free Energy Simulations. J Chem Theory Comput 2020; 16:5301-5312. [DOI: 10.1021/acs.jctc.0c00156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Wan-Sheng Ren
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Kai-Bin Jiang
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Hao Deng
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Nan Lu
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| | - Tao Yu
- Department of Chemistry, University of North Dakota, Grand Forks, North Dakota 58202-9024, United States
| | - Hong Guo
- Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, Knoxville, Tennessee 37996, United States
- UT/ORNL Center for Molecular Biophysics, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37830, United States
| | - Ping Qian
- Chemistry and Material Science Faculty, Shandong Agricultural University, Taian 271018, P. R. China
| |
Collapse
|