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Chowdhury S, Zielinski DC, Dalldorf C, Rodrigues JV, Palsson BO, Shakhnovich EI. Empowering drug off-target discovery with metabolic and structural analysis. Nat Commun 2023; 14:3390. [PMID: 37296102 PMCID: PMC10256842 DOI: 10.1038/s41467-023-38859-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 05/15/2023] [Indexed: 06/12/2023] Open
Abstract
Elucidating intracellular drug targets is a difficult problem. While machine learning analysis of omics data has been a promising approach, going from large-scale trends to specific targets remains a challenge. Here, we develop a hierarchic workflow to focus on specific targets based on analysis of metabolomics data and growth rescue experiments. We deploy this framework to understand the intracellular molecular interactions of the multi-valent dihydrofolate reductase-targeting antibiotic compound CD15-3. We analyse global metabolomics data utilizing machine learning, metabolic modelling, and protein structural similarity to prioritize candidate drug targets. Overexpression and in vitro activity assays confirm one of the predicted candidates, HPPK (folK), as a CD15-3 off-target. This study demonstrates how established machine learning methods can be combined with mechanistic analyses to improve the resolution of drug target finding workflows for discovering off-targets of a metabolic inhibitor.
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Affiliation(s)
- Sourav Chowdhury
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Daniel C Zielinski
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Christopher Dalldorf
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
| | - Joao V Rodrigues
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA
| | - Bernhard O Palsson
- Department of Bioengineering, University of California, San Diego, La Jolla, CA, USA
- Department of Pediatrics, University of California, San Diego, La Jolla, CA, USA
- Novo Nordisk Foundation Center for Biosustainability, Technical University of Denmark, Kemitorvet, Building 220, 2800, Kongens Lyngby, Denmark
| | - Eugene I Shakhnovich
- Department of Chemistry and Chemical Biology, Harvard University, Cambridge, MA, USA.
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2
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Das BK, Chakraborty D. Deciphering the competitive inhibition of dihydropteroate synthase by 8 marcaptoguanine analogs: enhanced potency in phenylsulfonyl fragments. J Biomol Struct Dyn 2022; 40:13083-13102. [PMID: 34581241 DOI: 10.1080/07391102.2021.1981452] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
The emergence of sulfa-drug resistance and reduced efficacy of pterin-based analogs towards Dihydropteroate synthase (DHPS) inhibition dictate a pressing need of developing novel antimicrobial agents for immune-compromised patients. Recently, a series of 8-Marcaptoguanin (8-MG) derivatives synthesized for 6-Hydroxymethyl-7,8-dihydropterin pyrophosphokinase (experimental KD ∼ 100-.0.36) showed remarkable homology with the pteroic-acid and serve as a template for product antagonism in DHPS. The present work integrates ligand-based drug discovery techniques with structure-based docking, enhanced MD simulation, and MM/PBSA techniques to demonstrate the essential features of 8-MG analogs which make it a potent inhibitor for DHPS. The delicate balance in hydrophilic, hydrophobic substitutions on the 8-MG core is the crucial signature for DHPS inhibition. It is found that the dynamic interactions of active compounds are mainly dominated by consistent hydrogen bonding network with Asp 96, Asn 115, Asp 185, Ser 222, Arg 255 and π-π stacking, π-cation interactions with Phe 190, Lys 221. Further, two new 8-MG compounds containing N-phenylacetamide (compound S1, ΔGbind-eff = -62.03 kJ/mol) and phenylsulfonyl (compound S3, ΔGbind-eff = -71.29 kJ/mol) fragments were found to be the most potent inhibitor of DHPS, which stabilize the flexible pABA binding loop, thereby increasing their binding affinity. MM/PBSA calculation shows electrostatic energy contribution to be the principal component in stabilizing the inhibitors in the binding pocket. This fact is further confirmed by the higher energy barrier obtained in umbrella sampling for this class of inhibitors.
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Affiliation(s)
- Bratin Kumar Das
- Biophysical and Computational Chemistry Laboratory, Department of Chemistry, National Institute of Technology Karnataka, Mangalore, India
| | - Debashree Chakraborty
- Biophysical and Computational Chemistry Laboratory, Department of Chemistry, National Institute of Technology Karnataka, Mangalore, India
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3
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Vadlamani G, Sukhoverkov KV, Haywood J, Breese KJ, Fisher MF, Stubbs KA, Bond CS, Mylne JS. Crystal structure of Arabidopsis thaliana HPPK/DHPS, a bifunctional enzyme and target of the herbicide asulam. PLANT COMMUNICATIONS 2022; 3:100322. [PMID: 35605193 PMCID: PMC9284294 DOI: 10.1016/j.xplc.2022.100322] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/21/2022] [Accepted: 04/06/2022] [Indexed: 06/15/2023]
Abstract
Herbicides are vital for modern agriculture, but their utility is threatened by genetic or metabolic resistance in weeds, as well as regulatory barriers. Of the known herbicide modes of action, 7,8-dihydropterin synthase (DHPS), which is involved in folate biosynthesis, is targeted by just one commercial herbicide, asulam. A mimic of the substrate para-aminobenzoic acid, asulam is chemically similar to sulfonamide antibiotics, and although it is still in widespread use, asulam has faced regulatory scrutiny. With an entire mode of action represented by just one commercial agrochemical, we sought to improve the understanding of its plant target. Here we solve a 2.3 Å resolution crystal structure for Arabidopsis thaliana DHPS that is conjoined to 6-hydroxymethyl-7,8-dihydropterin pyrophosphokinase (HPPK), and we reveal a strong structural conservation with bacterial counterparts at the sulfonamide-binding pocket of DHPS. We demonstrate that asulam and the antibiotic sulfamethoxazole have herbicidal as well as antibacterial activity, and we explore the structural basis of their potency by modeling these compounds in mitochondrial HPPK/DHPS. Our findings suggest limited opportunity for the rational design of plant selectivity from asulam and indicate that pharmacokinetic or delivery differences between plants and microbes might be the best ways to safeguard this mode of action.
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Affiliation(s)
- Grishma Vadlamani
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; The ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Kirill V Sukhoverkov
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; The ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Joel Haywood
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; The ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Karen J Breese
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Mark F Fisher
- Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia
| | - Keith A Stubbs
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Charles S Bond
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia
| | - Joshua S Mylne
- School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; The ARC Centre of Excellence in Plant Energy Biology, The University of Western Australia, 35 Stirling Highway, Crawley, WA 6009, Australia; Centre for Crop and Disease Management, School of Molecular and Life Sciences, Curtin University, Bentley, WA 6102, Australia.
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4
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Daraji DG, Rajani DP, Jayanthi S, Patel HD. Design, synthesis, and biological evaluations of (
E
)‐2‐(1‐[2‐mercapto‐4‐methyl‐1‐phenyl‐1
H
‐imidazol‐5‐yl]ethylidene)hydrazinecarbothioamide derivatives as antimicrobial agents. J Heterocycl Chem 2021. [DOI: 10.1002/jhet.4378] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Drashti G. Daraji
- Department of Chemistry, School of Sciences Gujarat University Navarangpura India
| | | | - Sivaraman Jayanthi
- School of Bio Sciences and Technology Vellore Institute of Technology Vellore India
| | - Hitesh D. Patel
- Department of Chemistry, School of Sciences Gujarat University Navarangpura India
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Shi G, Shaw GX, Zhu F, Tarasov SG, Ji X. Bisubstrate inhibitors of 6-hydroxymethyl-7,8-dihydropterin pyrophosphokinase: Transition state analogs for high affinity binding. Bioorg Med Chem 2021; 29:115847. [PMID: 33199204 PMCID: PMC7855645 DOI: 10.1016/j.bmc.2020.115847] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 10/20/2020] [Accepted: 11/02/2020] [Indexed: 11/22/2022]
Abstract
6-Hydroxymethyl-7,8-dihydropterin pyrophosphokinase (HPPK) is a key enzyme in the folate biosynthesis pathway. It catalyzes pyrophosphoryl transfer from ATP to 6-hydroxymethyl-7,8-dihydropterin (HP). HPPK is essential for microorganisms but absent in mammals; therefore, it is an attractive target for developing novel antimicrobial agents. Previously, based on our studies of the structure and mechanism of HPPK, we created first-generation bisubstrate inhibitors by linking 6-hydroxymethylpterin to adenosine through phosphate groups, and developed second-generation inhibitors by replacing the phosphate bridge with a linkage that contains a piperidine moiety. Here, we report third-generation inhibitors designed based on the piperidine-containing inhibitor, mimicking the transition state. We synthesized two such inhibitors, characterized their protein-binding and enzyme inhibition properties, and determined their crystal structures in complex with HPPK, advancing the development of such bisubstrate analog inhibitors.
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Affiliation(s)
- Genbin Shi
- Macromolecular Crystallography Laboratory, National Cancer Institute, Frederick, MD, USA
| | - Gary X Shaw
- Macromolecular Crystallography Laboratory, National Cancer Institute, Frederick, MD, USA
| | - Fengxia Zhu
- Macromolecular Crystallography Laboratory, National Cancer Institute, Frederick, MD, USA; School of Chemistry and Chemical Engineering, Huaiyin Normal University, Huaiyin, Jiangsu Province, China(1)
| | - Sergey G Tarasov
- Structural Biophysics Laboratory, National Cancer Institute, Frederick, MD, USA
| | - Xinhua Ji
- Macromolecular Crystallography Laboratory, National Cancer Institute, Frederick, MD, USA.
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Toulouse JL, Shi G, Lemay-St-Denis C, Ebert MCCJC, Deon D, Gagnon M, Ruediger E, Saint-Jacques K, Forge D, Vanden Eynde JJ, Marinier A, Ji X, Pelletier JN. Dual-Target Inhibitors of the Folate Pathway Inhibit Intrinsically Trimethoprim-Resistant DfrB Dihydrofolate Reductases. ACS Med Chem Lett 2020; 11:2261-2267. [PMID: 33214838 DOI: 10.1021/acsmedchemlett.0c00393] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Accepted: 09/28/2020] [Indexed: 12/11/2022] Open
Abstract
Trimethoprim (TMP) is widely used to treat infections in humans and in livestock, accelerating the incidence of TMP resistance. The emergent and largely untracked type II dihydrofolate reductases (DfrBs) are intrinsically TMP-resistant plasmid-borne Dfrs that are structurally and evolutionarily unrelated to chromosomal Dfrs. We report kinetic characterization of the known DfrB family members. Their kinetic constants are conserved and all are poorly inhibited by TMP, consistent with TMP resistance. We investigate their inhibition with known and novel bisubstrate inhibitors of 6-hydroxymethyl-7,8-dihydropterin pyrophosphokinase (HPPK). Importantly, all are inhibited by the HPPK inhibitors, making these molecules dual-target inhibitors of two folate pathway enzymes that are strictly microbial.
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Affiliation(s)
- Jacynthe L. Toulouse
- Département de biochimie, Université de Montréal, Montréal, Quebec H3T 1J4, Canada
- PROTEO, Quebec G1V 0A6, Canada
- CGCC, Center in Green Chemistry and Catalysis, Montréal, Quebec H2V 0B3, Canada
| | - Genbin Shi
- Macromolecular Crystallography Laboratory, NCI, Frederick, Maryland 21702, United States
| | - Claudèle Lemay-St-Denis
- Département de biochimie, Université de Montréal, Montréal, Quebec H3T 1J4, Canada
- PROTEO, Quebec G1V 0A6, Canada
- CGCC, Center in Green Chemistry and Catalysis, Montréal, Quebec H2V 0B3, Canada
| | | | - Daniel Deon
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec H3T 1J4, Canada
| | - Marc Gagnon
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec H3T 1J4, Canada
| | - Edward Ruediger
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec H3T 1J4, Canada
| | - Kévin Saint-Jacques
- Département de chimie, Université de Sherbrooke, Sherbrooke, Quebec J1K 2R1, Canada
| | - Delphine Forge
- Laboratoire de chimie organique, Université de Mons, 7000 Mons, Belgium
| | | | - Anne Marinier
- Institute for Research in Immunology and Cancer (IRIC), Université de Montréal, Montréal, Quebec H3T 1J4, Canada
| | - Xinhua Ji
- Macromolecular Crystallography Laboratory, NCI, Frederick, Maryland 21702, United States
| | - Joelle N. Pelletier
- Département de biochimie, Université de Montréal, Montréal, Quebec H3T 1J4, Canada
- PROTEO, Quebec G1V 0A6, Canada
- CGCC, Center in Green Chemistry and Catalysis, Montréal, Quebec H2V 0B3, Canada
- Département de biochimie, Université de Montréal, Montréal, Quebec H3T 1J4, Canada
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7
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Cheong MS, Seo KH, Chohra H, Yoon YE, Choe H, Kantharaj V, Lee YB. Influence of Sulfonamide Contamination Derived from Veterinary Antibiotics on Plant Growth and Development. Antibiotics (Basel) 2020; 9:antibiotics9080456. [PMID: 32731577 PMCID: PMC7460019 DOI: 10.3390/antibiotics9080456] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2020] [Revised: 07/25/2020] [Accepted: 07/27/2020] [Indexed: 11/16/2022] Open
Abstract
Veterinary antibiotics such as sulfonamides are widely used to increase feed efficiency and to protect against disease in livestock production. The sulfonamide antimicrobial mechanism involves the blocking of folate biosynthesis by inhibiting bacterial dihydropteroate synthase (DHPS) activity competitively. Interestingly, most treatment antibiotics can be released into the environment via manure and result in significant diffuse pollution in the environment. However, the physiological effects of sulfonamide during plant growth and development remain elusive because the plant response is dependent on folate biosynthesis and the concentration of antibiotics. Here, we present a chemical interaction docking model between Napa cabbage (Brassica campestris) DHPS and sulfamethoxazole and sulfamethazine, which are the most abundant sulfonamides detected in the environment. Furthermore, seedling growth inhibition was observed in lentil bean (Lens culinaris), rice (Oryza sativa), and Napa cabbage plants upon sulfonamide exposure. The results revealed that sulfonamide antibiotics target plant DHPS in a module similar to bacterial DHPS and affect early growth and the development of crop seedlings. Taking these results together, we suggest that sulfonamides act as pollutants in crop fields.
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Affiliation(s)
- Mi Sun Cheong
- Division of Applied Life Science (BK 21 Plus Program), Gyeongsang National University, Jinju 52828, Korea; (M.S.C.); (H.C.); (Y.E.Y.); (H.C.); (V.K.)
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Korea
| | - Kyung Hye Seo
- Department of Herbal Crop Research, National Institute of Horticultural and Herbal Science, RDA, Eumsung 27709, Korea;
| | - Hadjer Chohra
- Division of Applied Life Science (BK 21 Plus Program), Gyeongsang National University, Jinju 52828, Korea; (M.S.C.); (H.C.); (Y.E.Y.); (H.C.); (V.K.)
| | - Young Eun Yoon
- Division of Applied Life Science (BK 21 Plus Program), Gyeongsang National University, Jinju 52828, Korea; (M.S.C.); (H.C.); (Y.E.Y.); (H.C.); (V.K.)
| | - Hyeonji Choe
- Division of Applied Life Science (BK 21 Plus Program), Gyeongsang National University, Jinju 52828, Korea; (M.S.C.); (H.C.); (Y.E.Y.); (H.C.); (V.K.)
| | - Vimalraj Kantharaj
- Division of Applied Life Science (BK 21 Plus Program), Gyeongsang National University, Jinju 52828, Korea; (M.S.C.); (H.C.); (Y.E.Y.); (H.C.); (V.K.)
| | - Yong Bok Lee
- Division of Applied Life Science (BK 21 Plus Program), Gyeongsang National University, Jinju 52828, Korea; (M.S.C.); (H.C.); (Y.E.Y.); (H.C.); (V.K.)
- Institute of Agriculture and Life Science (IALS), Gyeongsang National University, Jinju 52828, Korea
- Correspondence: ; Tel.: +82-557-721-967
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8
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Folate biosynthesis pathway: mechanisms and insights into drug design for infectious diseases. Future Med Chem 2018; 10:935-959. [PMID: 29629843 DOI: 10.4155/fmc-2017-0168] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Folate pathway is a key target for the development of new drugs against infectious diseases since the discovery of sulfa drugs and trimethoprim. The knowledge about this pathway has increased in the last years and the catalytic mechanism and structures of all enzymes of the pathway are fairly understood. In addition, differences among enzymes from prokaryotes and eukaryotes could be used for the design of specific inhibitors. In this review, we show a panorama of progress that has been achieved within the folate pathway obtained in the last years. We explored the structure and mechanism of enzymes, several genetic features, strategies, and approaches used in the design of new inhibitors that have been used as targets in pathogen chemotherapy.
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Dennis ML, Pitcher NP, Lee MD, DeBono AJ, Wang ZC, Harjani JR, Rahmani R, Cleary B, Peat TS, Baell JB, Swarbrick JD. Structural Basis for the Selective Binding of Inhibitors to 6-Hydroxymethyl-7,8-dihydropterin Pyrophosphokinase from Staphylococcus aureus and Escherichia coli. J Med Chem 2016; 59:5248-63. [PMID: 27094768 DOI: 10.1021/acs.jmedchem.6b00002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
6-Hydroxymethyl-7,8-dihydropterin pyrophosphokinase (HPPK) is a member of the folate biosynthesis pathway found in prokaryotes and lower eukaryotes that catalyzes the pyrophosphoryl transfer from the ATP cofactor to a 6-hydroxymethyl-7,8-dihydropterin substrate. We report the chemical synthesis of a series of S-functionalized 8-mercaptoguanine (8MG) analogues as substrate site inhibitors of HPPK and quantify binding against the E. coli and S. aureus enzymes (EcHPPK and SaHPPK). The results demonstrate that analogues incorporating acetophenone-based substituents have comparable affinities for both enzymes. Preferential binding of benzyl-substituted 8MG derivatives to SaHPPK was reconciled when a cryptic pocket unique to SaHPPK was revealed by X-ray crystallography. Differential chemical shift perturbation analysis confirmed this to be a common mode of binding for this series to SaHPPK. One compound (41) displayed binding affinities of 120 nM and 1.76 μM for SaHPPK and EcHPPK, respectively, and represents a lead for the development of more potent and selective inhibitors of SaHPPK.
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Affiliation(s)
- Matthew L Dennis
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia.,CSIRO Biosciences Program , Parkville, Victoria 3052, Australia
| | - Noel P Pitcher
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - Michael D Lee
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - Aaron J DeBono
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - Zhong-Chang Wang
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia.,State Key Laboratory of Pharmaceutical Biotechnology, Nanjing University , Nanjing 210093, People's Republic of China
| | - Jitendra R Harjani
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - Raphaël Rahmani
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - Ben Cleary
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - Thomas S Peat
- CSIRO Biosciences Program , Parkville, Victoria 3052, Australia
| | - Jonathan B Baell
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
| | - James D Swarbrick
- Monash Institute of Pharmaceutical Sciences, Monash University , Parkville, Victoria 3052, Australia
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Jaskolski M, Wlodawer A. Introduction: celebrating the international year of crystallography: introduction. FEBS J 2014; 281:3983-4. [PMID: 25123807 DOI: 10.1111/febs.12971] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Mariusz Jaskolski
- Department of Crystallography, Faculty of Chemistry, A. Mickiewicz University, Poznan, Poland; Center for Biocrystallographic Research, Institute of Bioorganic Chemistry, Polish Academy of Sciences, Poznan, Poland
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