1
|
Mandal S, Biswakarma D, Bhattacharyya AJ. Operando spectroscopy investigations of the redox reactions in heme and heme-proteins. Phys Chem Chem Phys 2024; 26:27131-27140. [PMID: 39431750 DOI: 10.1039/d4cp03341h] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2024]
Abstract
Operando spectroscopic investigations during molecular redox processes provide unique insights into complex molecular structures and their transformations. Herein, a combination of a potentiodynamic method with spectroscopy has been employed to holistically investigate the structural transformations during Fe-redox (Fe3+ ↔ Fe2+) of hemin vis á vis heme-proteins, e.g. myoglobin (Mb), hemoglobin (Hb) and cytochrome-C (Cyt-C). The UV-vis findings reveal the formation of hemozoin (≈heme-dimer), which can be selectively prevented via a high concentration of strongly interacting ligands, e.g. histidine (the fifth coordinating ligand in the heme-based protein). On the other hand, methionine does not prevent the formation of hemozoin. In Mb, Hb, and Cyt-C, as the fifth coordination site is occupied by histidine, hemozoin formation is inhibited. During Fe3+→ Fe2+, operando circular dichroism exhibits a decrease in the initial helical component in Hb from nearly 40% to 28%, which is close to the initial helix component of Mb (≈25%), strongly indicating denaturation of the protein in the redox pathway. The rate of change of the helices versus potential is almost identical for Mb and Hb, but comparatively faster than Cyt-C. In addition, from the Raman bands of M-N dynamics and protein agglomeration, it is concluded that Cyt-C prefers to agglomerate in the 2+ state, whereas Mb/Hb in the 3+ state. In this report, the power of operando spectroscopy is utilized to unearth the dynamics of hemin and heme-based proteins for comprehending the underlying complexities associated with the molecular redox, which have deep implications in electrocatalysis, energy storage, and sensing.
Collapse
Affiliation(s)
- Subhankar Mandal
- Solid State and Structural Chemistry Unit, Indian Institute of Science, Bengaluru 560012, Karnataka, India
| | - Dipen Biswakarma
- Solid State and Structural Chemistry Unit, Indian Institute of Science, Bengaluru 560012, Karnataka, India
| | - Aninda J Bhattacharyya
- Solid State and Structural Chemistry Unit, Indian Institute of Science, Bengaluru 560012, Karnataka, India
- Interdisciplinary Center for Energy Research, Indian Institute of Science, Bengaluru: 560012, Karnataka, India.
| |
Collapse
|
2
|
Kuaprasert B, Chitnumsub P, Leartsakulpanich U, Suginta W, Leelayoova S, Mungthin M, Sitthichot N, Rattanabunyong S, Kiriwan D, Choowongkomon K. Dual role of azo compounds in inhibiting Plasmodium falciparum adenosine deaminase and hemozoin biocrystallization. Exp Parasitol 2022; 243:108384. [PMID: 36154837 DOI: 10.1016/j.exppara.2022.108384] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 08/09/2022] [Accepted: 09/17/2022] [Indexed: 11/28/2022]
Abstract
Protein-ligand (GOLD) docking of the NCI compounds into the ligand-binding site of Plasmodium falciparum adenosine deaminase (PfADA) identified three most active azo compounds containing 4-[(4-hydroxy-2-oxo-1H-quinolin-3-yl) moiety. These compounds showed IC50 of 3.7-15.4 μM against PfADA, as well as inhibited the growth of P. falciparum strains 3D7 (chloroquine (CQ)-sensitive) and K1 (CQ-resistant) with IC50 of 1.8-3.1 and 1.7-3.6 μM, respectively. The identified compounds have structures similar to the backbone structure (4-N-(7-chloroquinolin-4-yl)) in CQ, and NSC45545 could mimic CQ by inhibiting the bioformation of hemozoin in parasitic food vacuole. The amount of in situ hemozoin in the ring-stage parasite was determined using a combination of synchrotron transmission Fourier transform infrared microspectroscopy and Principal Component Analysis. Stretching of the C-O bond of hemozoin propionate group measured at 1220-1210 cm-1 in untreated intraerythrocytic P. falciparum strains 3D7 and K1 was disappeared following treatment with 1.85 and 1.74 μM NSC45545, similar to those treated with 0.02 and 0.13 μM CQ, respectively. These findings indicate a novel dual function of 4-[(4-hydroxy-2-oxo-1H-quinolin-3-yl) azo compounds in inhibiting both PfADA and in situ hemozoin biocrystallization. These lead compounds hold promise for further development of new antimalarial therapeutics that could delay the onset of parasitic drug resistance.
Collapse
Affiliation(s)
- Buabarn Kuaprasert
- Research and Facility Department, Synchrotron Light Research Institute (Public Organization), 111 University Avenue, Muang District, Nakhon Ratchasima, 30000, Thailand.
| | - Penchit Chitnumsub
- National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, 113 Phahon Yothin Road, Klong Luang, Pathumthani, 12120, Thailand
| | - Ubolsree Leartsakulpanich
- National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, 113 Phahon Yothin Road, Klong Luang, Pathumthani, 12120, Thailand
| | - Wipa Suginta
- School of Biomolecular Science and Engineering (BSE), Vidyasirimedhi Institute of Science and Technology (VISTEC), 555 Payupnai, Wangchan, Rayong, 21210, Thailand
| | - Saovanee Leelayoova
- Department of Parasitology, Phramongkutklao College of Medicine, 317 Ratchawithi Road, Ratchathewi, Bangkok, 10400, Thailand
| | - Mathirut Mungthin
- Department of Parasitology, Phramongkutklao College of Medicine, 317 Ratchawithi Road, Ratchathewi, Bangkok, 10400, Thailand
| | - Naruemon Sitthichot
- Department of Parasitology, Phramongkutklao College of Medicine, 317 Ratchawithi Road, Ratchathewi, Bangkok, 10400, Thailand
| | - Siriluk Rattanabunyong
- Department of Biochemistry, Faculty of Science, Kasetsart University, 50 Ngam Wong Wan Road, Ladyaow, Chatuchak, Bangkok, 10900, Thailand
| | - Duangnapa Kiriwan
- Department of Biochemistry, Faculty of Science, Kasetsart University, 50 Ngam Wong Wan Road, Ladyaow, Chatuchak, Bangkok, 10900, Thailand
| | - Kiattawee Choowongkomon
- Department of Biochemistry, Faculty of Science, Kasetsart University, 50 Ngam Wong Wan Road, Ladyaow, Chatuchak, Bangkok, 10900, Thailand; Center for Advanced Studies in Nanotechnology for Chemical, Food and Agricultural Industries, KU Institute for Advanced Studies, 50 Ngam Wong Wan Road, Ladyaow, Chatuchak, Kasetsart University, Bangkok, 10700, Thailand
| |
Collapse
|
3
|
Vitkova A, Walker SJI, Sykulska-Lawrence H. Cryogenically induced signal enhancement of Raman spectra of porphyrin molecules. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2022; 14:3307-3314. [PMID: 35968707 DOI: 10.1039/d2ay00538g] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
Raman spectroscopy is a powerful analytical technique in contemporary medicine and biomedical research due to its exceptional ability to provide an unambiguous spectroscopic signature of the molecular chemical composition, structure and atom arrangements. Among other applications, investigations of the Raman spectra of porphyrins and their derivatives have been critical in the study of ligand binding mechanisms and drug interactions with healthy and diseased blood cells, as well as for the analysis of blood, hemoproteins and the oxygenation process of human erythrocyte. However, obtaining Raman spectra with satisfactory definition of porphyrin-based molecules can be challenging due to their inherent photo- and thermal sensitivity which leads to laser damage even at low laser power. This severely affects the Raman spectra of porphyrins and limits the Raman signal strength and spectra quality. In this study, we examine two important porphyrins, hemin and protoporphyrin IX, at cryogenic temperatures down to 77 K using a 532 nm excitation Raman instrument in order to study the Raman signal strength and spectral quality dependence on the sample temperature at these extreme low temperatures. We report a significant Raman signal enhancement of up to 310% in the spectra at cryogenic temperatures compared to room temperature measurements. This provides a remarkable improvement of the quality and definition within the spectra and demonstrates that cryogenic Raman measurements can be used as an exceptionally effective method of enhancing the Raman signal and spectra quality for investigations of porphyrins and their derivatives regardless of the excitation wavelength selection. This can greatly improve the effectiveness of Raman spectroscopy in biomedical research, especially in the field of drug design and development, medical diagnostics and disease monitoring and analysis.
Collapse
Affiliation(s)
- Aria Vitkova
- Astronautics Research Group, University of Southampton, Southampton, SO17 1BJ, UK.
| | - Scott J I Walker
- Astronautics Research Group, University of Southampton, Southampton, SO17 1BJ, UK.
| | | |
Collapse
|
4
|
Chen AJ, Huang KC, Bopp S, Summers R, Dong P, Huang Y, Zong C, Wirth D, Cheng JX. Quantitative imaging of intraerythrocytic hemozoin by transient absorption microscopy. JOURNAL OF BIOMEDICAL OPTICS 2019; 25:1-11. [PMID: 31849205 PMCID: PMC6916744 DOI: 10.1117/1.jbo.25.1.014507] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Accepted: 11/22/2019] [Indexed: 06/10/2023]
Abstract
Hemozoin, the heme detoxification end product in malaria parasites during their growth in the red blood cells (RBCs), serves as an important marker for diagnosis and treatment target of malaria disease. However, the current method for hemozoin-targeted drug screening mainly relies on in vitro β-hematin inhibition assays, which may lead to false-positive events due to under-representation of the real hemozoin crystal. Quantitative in situ imaging of hemozoin is highly desired for high-throughput screening of antimalarial drugs and for elucidating the mechanisms of antimalarial drugs. We present transient absorption (TA) imaging as a high-speed single-cell analysis platform with chemical selectivity to hemozoin. We first demonstrated that TA microscopy is able to identify β-hematin, the artificial form of hemozoin, from the RBCs. We further utilized time-resolved TA imaging to in situ discern hemozoin from malaria-infected RBCs with optimized imaging conditions. Finally, we quantitatively analyzed the hemozoin amount in RBCs at different infection stages by single-shot TA imaging. These results highlight the potential of TA imaging for efficient antimalarial drug screening and drug mechanism investigation.
Collapse
Affiliation(s)
- Andy J. Chen
- Purdue University, Department of Biological Sciences, West Lafayette, Indiana, United States
| | - Kai-Chih Huang
- Boston University, Photonics Center, Boston, Massachusetts, United States
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
| | - Selina Bopp
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States
| | - Robert Summers
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States
| | - Puting Dong
- Boston University, Photonics Center, Boston, Massachusetts, United States
| | - Yimin Huang
- Boston University, Photonics Center, Boston, Massachusetts, United States
| | - Cheng Zong
- Boston University, Photonics Center, Boston, Massachusetts, United States
| | - Dyann Wirth
- Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States
| | - Ji-Xin Cheng
- Boston University, Photonics Center, Boston, Massachusetts, United States
- Boston University, Department of Biomedical Engineering, Boston, Massachusetts, United States
- Boston University, Department of Electrical and Computer Engineering, Boston, Massachusetts, United States
- Boston University, Department of Chemistry, Boston, Massachusetts, United States
| |
Collapse
|
5
|
Lee JH, Kim HR, Lee JH, Lee SK, Chun Y, Han SO, Yoo HY, Park C, Kim SW. Enhanced In-Vitro Hemozoin Polymerization by Optimized Process using Histidine-Rich Protein II (HRPII). Polymers (Basel) 2019; 11:E1162. [PMID: 31288462 PMCID: PMC6680884 DOI: 10.3390/polym11071162] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2019] [Revised: 07/03/2019] [Accepted: 07/06/2019] [Indexed: 01/27/2023] Open
Abstract
Conductive biopolymers, an important class of functional materials, have received attention in various fields because of their unique electrical, optical, and physical properties. In this study, the polymerization of heme into hemozoin was carried out in an in vitro system by the newly developed heme polymerase (histidine-rich protein 2 (HRP-II)). The HRP-II was produced by recombinant E. coli BL21 from the Plasmodium falciparum gene. To improve the hemozoin production, the reaction conditions on the polymerization were investigated and the maximum production was achieved after about 790 μM at 34 °C with 200 rpm for 24 h. As a result, the production was improved about two-fold according to the stepwise optimization in an in vitro system. The produced hemozoin was qualitatively analyzed using the Fourier transform infrared (FTIR) spectroscopy, energy dispersive X-ray spectroscopy (EDS), and scanning electron microscopy (SEM). Finally, it was confirmed that the enzymatically polymerized hemozoin had similar physical properties to chemically synthesized hemozoin. These results could represent a significant potential for nano-biotechnology applications, and also provide guidance in research related to hemozoin utilization.
Collapse
Affiliation(s)
- Ju Hun Lee
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul 02841, Korea
| | - Hyeong Ryeol Kim
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul 02841, Korea
| | - Ja Hyun Lee
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul 02841, Korea
- Department of Food Science and Engineering, Dongyang Mirae University, 445, Gyeongin-ro, Guro-gu, Seoul 08221, Korea
| | - Soo Kweon Lee
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul 02841, Korea
| | - Youngsang Chun
- Department of Interdisciplinary Bio-Micro System Technology, College of Engineering, Korea University, 145 Anam-ro 5, Seongbuk-gu, Seoul 02841, Korea
| | - Sung Ok Han
- Department of Biotechnology, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul 02841, Korea
| | - Hah Young Yoo
- Department of Biotechnology, Sangmyung University, 20, Hongjimun 2-Gil, Jongno-Gu, Seoul 03016, Korea.
| | - Chulhwan Park
- Department of Chemical Engineering, Kwangwoon University, 20, Kwangwoon-Ro, Nowon-Gu, Seoul 01897, Korea.
| | - Seung Wook Kim
- Department of Chemical and Biological Engineering, Korea University, 145, Anam-Ro, Seongbuk-Gu, Seoul 02841, Korea.
- Department of Chemistry, Faculty of Science and Technology, Universitas Airlangga, Surabaya 60115, Indonesia.
| |
Collapse
|
6
|
GONZÁLEZ-LINARES L, REYES-CRUZ VE, VELOZRODRÍGUEZ MA, URBANO-REYES G, IMBERT-PALAFOX JL, COBOS-MURCIA JA. New Method of Production and Characterization of Haemozoin and B-Haemozoin from Meccus longipennis. IRANIAN JOURNAL OF PARASITOLOGY 2019; 14:59-67. [PMID: 31123469 PMCID: PMC6511604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/31/2022]
Abstract
BACKGROUND Understanding the significance of hemozoin (Hz) in the process through which Plasmodium is released from the heme group in the food vacuole during hemoglobin degradation, will allow the development of more effective drugs against malaria. Therefore, the development of methodologies to obtain Hz synthetically will facilitate an in vitro evaluation of new anti-malarial drugs. METHODS We present a methodology with good results to obtain Hz from fecal material of blood-sucking insects Meccus longipennis. The preparation of biological cultures of the parasite (Plasmodium) transmitter of the disease is not necessary. RESULTS The hemozoin molecule and its dimer were obtained using the method described and it was possible to validate a comparison with the positive and negative controls using different analytical techniques. CONCLUSION The proposed method allows obtaining hemozoin and its dimer demonstrating equivalence with positive controls that demonstrate that the present procedure may be an alternative for the evaluation of antimalarial drugs.
Collapse
Affiliation(s)
- Liliana GONZÁLEZ-LINARES
- Department of Medicine, School of Biological and Health Sciences, Autonomous University of Hidalgo State, Hidalgo, México
| | - Víctor Esteban REYES-CRUZ
- Department of Materials and Earth Sciences, School of Engineering and Basic Sciences, Autonomous University of Hidalgo State, Hidalgo, México
| | - María Aurora VELOZRODRÍGUEZ
- Department of Materials and Earth Sciences, School of Engineering and Basic Sciences, Autonomous University of Hidalgo State, Hidalgo, México
| | - Gustavo URBANO-REYES
- Department of Materials and Earth Sciences, School of Engineering and Basic Sciences, Autonomous University of Hidalgo State, Hidalgo, México
| | - José Luis IMBERT-PALAFOX
- Department of Medicine, School of Biological and Health Sciences, Autonomous University of Hidalgo State, Hidalgo, México
| | - José Angel COBOS-MURCIA
- Department of Materials and Earth Sciences, School of Engineering and Basic Sciences, Autonomous University of Hidalgo State, Hidalgo, México, Mexican National Council for Science and Technology, México City, México,Correspondence
| |
Collapse
|
7
|
Perez-Guaita D, Marzec KM, Hudson A, Evans C, Chernenko T, Matthäus C, Miljkovic M, Diem M, Heraud P, Richards JS, Andrew D, Anderson DA, Doerig C, Garcia-Bustos J, McNaughton D, Wood BR. Parasites under the Spotlight: Applications of Vibrational Spectroscopy to Malaria Research. Chem Rev 2018; 118:5330-5358. [DOI: 10.1021/acs.chemrev.7b00661] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Affiliation(s)
- David Perez-Guaita
- Centre for Biospectroscopy, School of Chemistry, Monash University, Clayton, Victoria 3800, Australia
| | - Katarzyna M. Marzec
- Jagiellonian Centre for Experimental Therapeutics (JCET), Jagiellonian University, Bobrzyńskiego 14, Kraków 30-348, Poland
- Center for Medical Genomics (OMICRON), Jagiellonian University, Kopernika 7C, Krakow 31-034, Poland
| | - Andrew Hudson
- Department of Chemistry, University of Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - Corey Evans
- Department of Chemistry, University of Leicester, University Road, Leicester LE1 7RH, United Kingdom
| | - Tatyana Chernenko
- Becton Dickinson and Company, 2350 Qume Drive, San Jose, California 95131, United States
| | - Christian Matthäus
- Leibniz Institute of Photonic Technology, Albert Einstein Straße 9, Jena 07745, Germany
- Institute of Physical Chemistry and Abbe School of Photonics, Friedrich Schiller University, Helmholtz Weg 4, Jena 07743, Germany
| | - Milos Miljkovic
- Department of Mechanical Engineering, Tufts University, 200 Boston Avenue, Medford, Massachusetts 02155, United States
| | - Max Diem
- Laboratory for Spectral Diagnosis (LSpD), Department of Chemistry and Chemical Biology, Northeastern University, 316 Hurtig Hall, 360 Huntington Avenue, Boston, Massachusetts 02155, United States
| | - Philip Heraud
- Centre for Biospectroscopy, School of Chemistry, Monash University, Clayton, Victoria 3800, Australia
| | - Jack S. Richards
- Centre for Biomedical Research, Burnet Institute, Melbourne, Victoria 3004, Australia
- Department of Microbiology, Monash University, Clayton, Victoria 3800, Australia
- Department of Medicine, University of Melbourne, Parkville, Victoria 3050, Australia
| | - Dean Andrew
- Centre for Biomedical Research, Burnet Institute, Melbourne, Victoria 3004, Australia
| | - David A. Anderson
- Centre for Biomedical Research, Burnet Institute, Melbourne, Victoria 3004, Australia
| | - Christian Doerig
- Department of Microbiology and the Biomedical Discovery Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University, Wellington Road, Clayton, Victoria 3800, Australia
| | - Jose Garcia-Bustos
- Department of Microbiology and the Biomedical Discovery Institute, Faculty of Medicine, Nursing and Health Sciences, Monash University, Wellington Road, Clayton, Victoria 3800, Australia
| | - Don McNaughton
- Centre for Biospectroscopy, School of Chemistry, Monash University, Clayton, Victoria 3800, Australia
| | - Bayden R. Wood
- Centre for Biospectroscopy, School of Chemistry, Monash University, Clayton, Victoria 3800, Australia
| |
Collapse
|
8
|
Fielding AJ, Lukinović V, Evans PG, Alizadeh-Shekalgourabi S, Bisby RH, Drew MGB, Male V, Del Casino A, Dunn JF, Randle LE, Dempster NM, Nahar L, Sarker SD, Cantú Reinhard FG, de Visser SP, Dascombe MJ, Ismail FMD. Modulation of Antimalarial Activity at a Putative Bisquinoline Receptor In Vivo Using Fluorinated Bisquinolines. Chemistry 2017; 23:6811-6828. [DOI: 10.1002/chem.201605099] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Indexed: 12/18/2022]
Affiliation(s)
- Alistair J. Fielding
- School of Chemistry and the Photon Science Institute; The University of Manchester; Manchester M13 9PL UK
| | - Valentina Lukinović
- School of Chemistry and the Photon Science Institute; The University of Manchester; Manchester M13 9PL UK
| | - Philip G. Evans
- Peakdale Molecular Limited; Discovery Park, Sandwich Kent CT13 9FF UK
| | | | - Roger H. Bisby
- Biomedical Sciences Research Institute; University of Salford; Salford M5 4WT UK
| | - Michael G. B. Drew
- School of Chemistry; The University of Reading, Whiteknights; Reading RG6 6AD UK
| | - Verity Male
- School of Chemistry; The University of Reading, Whiteknights; Reading RG6 6AD UK
| | - Alessio Del Casino
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| | - James F. Dunn
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| | - Laura E. Randle
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| | - Nicola M. Dempster
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| | - Lutfun Nahar
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| | - Satyajit D. Sarker
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| | - Fabián G. Cantú Reinhard
- Manchester Institute of Biotechnology; School of Chemical Engineering and Analytical Science; The University of Manchester; 131 Princess Street Manchester M1 7DN UK
| | - Sam P. de Visser
- Manchester Institute of Biotechnology; School of Chemical Engineering and Analytical Science; The University of Manchester; 131 Princess Street Manchester M1 7DN UK
| | - Mike J. Dascombe
- Faculty of Biology, Medicine and Health, Stopford Building 1.124; The University of Manchester; Oxford Road Manchester M13 9PT UK
| | - Fyaz M. D. Ismail
- Medicinal Chemistry and Natural Products Research Group; School of Pharmacy and Biomolecular Sciences; Liverpool John Moores University; Byrom Street Liverpool L3 3AF UK
| |
Collapse
|