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Nowell RW, Rodriguez F, Hecox-Lea BJ, Mark Welch DB, Arkhipova IR, Barraclough TG, Wilson CG. Bdelloid rotifers deploy horizontally acquired biosynthetic genes against a fungal pathogen. Nat Commun 2024; 15:5787. [PMID: 39025839 PMCID: PMC11258130 DOI: 10.1038/s41467-024-49919-1] [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: 05/16/2023] [Accepted: 06/18/2024] [Indexed: 07/20/2024] Open
Abstract
Coevolutionary antagonism generates relentless selection that can favour genetic exchange, including transfer of antibiotic synthesis and resistance genes among bacteria, and sexual recombination of disease resistance alleles in eukaryotes. We report an unusual link between biological conflict and DNA transfer in bdelloid rotifers, microscopic animals whose genomes show elevated levels of horizontal gene transfer from non-metazoan taxa. When rotifers were challenged with a fungal pathogen, horizontally acquired genes were over twice as likely to be upregulated as other genes - a stronger enrichment than observed for abiotic stressors. Among hundreds of upregulated genes, the most markedly overrepresented were clusters resembling bacterial polyketide and nonribosomal peptide synthetases that produce antibiotics. Upregulation of these clusters in a pathogen-resistant rotifer species was nearly ten times stronger than in a susceptible species. By acquiring, domesticating, and expressing non-metazoan biosynthetic pathways, bdelloids may have evolved to resist natural enemies using antimicrobial mechanisms absent from other animals.
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Affiliation(s)
- Reuben W Nowell
- Department of Biology, University of Oxford, 11a Mansfield Road, Oxford, OX1 3SZ, UK
- Department of Life Sciences, Imperial College London; Silwood Park Campus, Buckhurst Road, Ascot, Berkshire, SL5 7PY, UK
- Institute of Ecology and Evolution, University of Edinburgh; Ashworth Laboratories, Charlotte Auerbach Road, Edinburgh, EH9 3FL, UK
- Biological and Environmental Sciences, University of Stirling, Stirling, FK9 4LA, UK
| | - Fernando Rodriguez
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, MA, USA
| | - Bette J Hecox-Lea
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, MA, USA
| | - David B Mark Welch
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, MA, USA
| | - Irina R Arkhipova
- Josephine Bay Paul Center for Comparative Molecular Biology and Evolution, Marine Biological Laboratory, Woods Hole, MA, USA
| | - Timothy G Barraclough
- Department of Biology, University of Oxford, 11a Mansfield Road, Oxford, OX1 3SZ, UK
- Department of Life Sciences, Imperial College London; Silwood Park Campus, Buckhurst Road, Ascot, Berkshire, SL5 7PY, UK
| | - Christopher G Wilson
- Department of Biology, University of Oxford, 11a Mansfield Road, Oxford, OX1 3SZ, UK.
- Department of Life Sciences, Imperial College London; Silwood Park Campus, Buckhurst Road, Ascot, Berkshire, SL5 7PY, UK.
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2
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Cao WX, Merritt D, Pe K, Cesar M, Hobert O. Comparative analysis of new, mScarlet-based red fluorescent tags in Caenorhabditis elegans. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.11.598534. [PMID: 38915494 PMCID: PMC11195195 DOI: 10.1101/2024.06.11.598534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/26/2024]
Abstract
One problem that has hampered the use of red fluorescent proteins in the fast-developing nematode C. elegans has been the substantial time delay in maturation of several generations of red fluorophores. The recently described mScarlet-I3 protein has properties that may overcome this limitation. We compare here the brightness and maturation time of CRISPR/Cas9 genome-engineered mScarlet, mScarlet3, mScarlet-I3 and GFP reporter knock-ins. Comparing the onset and brightness of expression of reporter alleles of C. elegans golg-4, encoding a broadly expressed Golgi resident protein, we found that the onset of detection of mScarlet-I3 in the embryo is several hours earlier than older versions of mScarlet and comparable to GFP. These findings were further supported by comparing mScarlet-I3 and GFP reporter alleles for pks-1, a gene expressed in the CAN neuron and cells of the alimentary system, as well as reporter alleles for the panneuronal, nuclear marker unc-75. Hence, the relative properties of mScarlet-I3 and GFP do not depend on cellular or subcellular context. In all cases, mScarlet-I3 reporters also show improved signal-to-noise ratio compared to GFP.
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Affiliation(s)
- Wen Xi Cao
- Department of Biological Sciences, Columbia University; Howard Hughes Medical Institute, New York, NY
| | - Daniel Merritt
- Department of Biological Sciences, Columbia University; Howard Hughes Medical Institute, New York, NY
| | - Karinna Pe
- Department of Biological Sciences, Columbia University; Howard Hughes Medical Institute, New York, NY
| | - Michael Cesar
- Department of Biological Sciences, Columbia University; Howard Hughes Medical Institute, New York, NY
| | - Oliver Hobert
- Department of Biological Sciences, Columbia University; Howard Hughes Medical Institute, New York, NY
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3
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Wrobel CJJ, Schroeder FC. Repurposing degradation pathways for modular metabolite biosynthesis in nematodes. Nat Chem Biol 2023; 19:676-686. [PMID: 37024728 PMCID: PMC10559835 DOI: 10.1038/s41589-023-01301-w] [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: 07/05/2022] [Accepted: 02/24/2023] [Indexed: 04/08/2023]
Abstract
Recent studies have revealed that Caenorhabditis elegans and other nematodes repurpose products from biochemical degradation pathways for the combinatorial assembly of complex modular structures that serve diverse signaling functions. Building blocks from neurotransmitter, amino acid, nucleoside and fatty acid metabolism are attached to scaffolds based on the dideoxyhexose ascarylose or glucose, resulting in hundreds of modular ascarosides and glucosides. Genome-wide association studies have identified carboxylesterases as the key enzymes mediating modular assembly, enabling rapid compound discovery via untargeted metabolomics and suggesting that modular metabolite biosynthesis originates from the 'hijacking' of conserved detoxification mechanisms. Modular metabolites thus represent a distinct biosynthetic strategy for generating structural and functional diversity in nematodes, complementing the primarily polyketide synthase- and nonribosomal peptide synthetase-derived universe of microbial natural products. Although many aspects of modular metabolite biosynthesis and function remain to be elucidated, their identification demonstrates how phenotype-driven compound discovery, untargeted metabolomics and genomic approaches can synergize to facilitate the annotation of metabolic dark matter.
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Affiliation(s)
- Chester J J Wrobel
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, USA
| | - Frank C Schroeder
- Boyce Thompson Institute and Department of Chemistry and Chemical Biology, Cornell University, Ithaca, NY, USA.
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4
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Richards NGJ, Bearne SL, Goto Y, Parker EJ. Reactivity and mechanism in chemical and synthetic biology. Philos Trans R Soc Lond B Biol Sci 2023; 378:20220023. [PMID: 36633278 PMCID: PMC9835593 DOI: 10.1098/rstb.2022.0023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Accepted: 11/28/2022] [Indexed: 01/13/2023] Open
Abstract
Physical organic chemistry and mechanistic thinking provide a strong intellectual framework for understanding the chemical logic of evolvable informational macromolecules and metabolic transformations in living organisms. These concepts have also led to numerous successes in designing and applying tools to delineate biological function in health and disease, chemical ecology and possible alternative chemistries employed by extraterrestrial life. A symposium at the 2020 Pacifichem meeting was scheduled in December 2020 to discuss designing and exploiting expanded genetic alphabets, methods to understand the biosynthesis of natural products and re-engineering primary metabolism in bacteria. The COVID-19 pandemic led to postponement of in-person discussions, with the symposium eventually being held on 20-21 December 2021 as an online event. This issue is a written record of work presented on biosynthetic pathways and enzyme catalysis, engineering microorganisms with new metabolic capabilities, and the synthesis of non-canonical, nucleobases for medical applications and for studies of alternate chemistries for living organisms. The variety of opinion pieces, reviews and original research articles provide a starting point for innovations that clarify how complex biological systems emerge from the rules of chemical reactivity and mechanism. This article is part of the themed issue 'Reactivity and mechanism in chemical and synthetic biology'.
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Affiliation(s)
- Nigel G. J. Richards
- School of Chemistry, Cardiff University, Park Place, Cardiff CF10 3AT, UK
- Foundation for Advanced Molecular Evolution, 13709 Progress Boulevard, Alachua, FL 32615, USA
| | - Stephen L. Bearne
- Department of Biochemistry and Molecular Biology, Dalhousie University, 5850 College Street, Halifax, Nova Scotia, Canada B3H 4R2
- Department of Chemistry, Dalhousie University, 6274 Coburg Road, Halifax, Nova Scotia, Canada B3H 4R2
| | - Yuki Goto
- Department of Chemistry, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Emily J. Parker
- Department of Chemistry, Victoria University of Wellington, Kelburn Parade, Wellington 6012, New Zealand
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5
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Noriler S, Navarro-Muñoz JC, Glienke C, Collemare J. Evolutionary relationships of adenylation domains in fungi. Genomics 2022; 114:110525. [PMID: 36423773 DOI: 10.1016/j.ygeno.2022.110525] [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: 09/26/2022] [Revised: 11/11/2022] [Accepted: 11/20/2022] [Indexed: 11/23/2022]
Abstract
Non-ribosomal peptide synthetases (NRPSs) and NRPS-like enzymes are abundant in microbes as they are involved in the production of primary and secondary metabolites. In contrast to the well-studied NRPSs, known to produce non-ribosomal peptides, NRPS-like enzymes exhibit more diverse activities and their evolutionary relationships are unclear. Here, we present the first in-depth phylogenetic analysis of fungal NRPS-like A domains from functionally characterized pathways, and their relationships to characterized A domains found in fungal NRPSs. This study clearly differentiated amino acid reductases, including NRPSs, from CoA/AMP ligases, which could be divided into 10 distinct phylogenetic clades that reflect their conserved domain organization, substrate specificity and enzymatic activity. In particular, evolutionary relationships of adenylate forming reductases could be refined and explained the substrate specificity difference. Consistent with their phylogeny, the deduced amino acid code of A domains differentiated amino acid reductases from other enzymes. However, a diagnostic code was found for α-keto acid reductases and clade 7 CoA/AMP ligases only. Comparative genomics of loci containing these enzymes revealed that they can be independently recruited as tailoring genes in diverse secondary metabolite pathways. Based on these results, we propose a refined and clear phylogeny-based classification of A domain-containing enzymes, which will provide a robust framework for future functional analyses and engineering of these enzymes to produce new bioactive molecules.
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Affiliation(s)
- Sandriele Noriler
- Postgraduate Program of Microbiology, Parasitology and Pathology, Department of Pathology, Universidade Federal do Parana, Av. Coronel Francisco Heráclito dos Santos, 210, CEP: 81531-970, Curitiba, PR, Brazil
| | - Jorge C Navarro-Muñoz
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584, CT, Utrecht, the Netherlands
| | - Chirlei Glienke
- Postgraduate Program of Microbiology, Parasitology and Pathology, Department of Pathology, Universidade Federal do Parana, Av. Coronel Francisco Heráclito dos Santos, 210, CEP: 81531-970, Curitiba, PR, Brazil; Postgraduate Program of Genetics, Department of Genetics, Universidade Federal do Parana, Av. Coronel Francisco Heráclito dos Santos, 210, CEP: 81531-970, Curitiba, PR, Brazil
| | - Jérôme Collemare
- Westerdijk Fungal Biodiversity Institute, Uppsalalaan 8, 3584, CT, Utrecht, the Netherlands.
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The Natural Product Domain Seeker version 2 (NaPDoS2) webtool relates ketosynthase phylogeny to biosynthetic function. J Biol Chem 2022; 298:102480. [PMID: 36108739 PMCID: PMC9582728 DOI: 10.1016/j.jbc.2022.102480] [Citation(s) in RCA: 19] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Revised: 09/06/2022] [Accepted: 09/07/2022] [Indexed: 12/01/2022] Open
Abstract
The Natural Product Domain Seeker (NaPDoS) webtool detects and classifies ketosynthase (KS) and condensation domains from genomic, metagenomic, and amplicon sequence data. Unlike other tools, a phylogeny-based classification scheme is used to make broader predictions about the polyketide synthase (PKS) and nonribosomal peptide synthetase (NRPS) genes in which these domains are found. NaPDoS is particularly useful for the analysis of incomplete biosynthetic genes or gene clusters, as are often observed in poorly assembled genomes and metagenomes, or when loci are not clustered, as in eukaryotic genomes. To help support the growing interest in sequence-based analyses of natural product biosynthetic diversity, here we introduce version 2 of the webtool, NaPDoS2, available at http://napdos.ucsd.edu/napdos2. This update includes the addition of 1417 KS sequences, representing a major expansion of the taxonomic and functional diversity represented in the webtool database. The phylogeny-based KS classification scheme now recognizes 41 class and subclass assignments, including new type II PKS subclasses. Workflow modifications accelerate run times, allowing larger datasets to be analyzed. In addition, default parameters were established using statistical validation tests to maximize KS detection and classification accuracy while minimizing false positives. We further demonstrate the applications of NaPDoS2 to assess PKS biosynthetic potential using genomic, metagenomic, and PCR amplicon datasets. These examples illustrate how NaPDoS2 can be used to predict biosynthetic potential and detect genes involved in the biosynthesis of specific structure classes or new biosynthetic mechanisms.
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D’Ambrosio HK, Ganley JG, Keeler AM, Derbyshire ER. A single amino acid residue controls acyltransferase activity in a polyketide synthase from Toxoplasma gondii. iScience 2022; 25:104443. [PMID: 35874921 PMCID: PMC9301873 DOI: 10.1016/j.isci.2022.104443] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 04/12/2022] [Accepted: 05/16/2022] [Indexed: 11/17/2022] Open
Abstract
Type I polyketide synthases (PKSs) are multidomain, multimodule enzymes capable of producing complex polyketide metabolites. These modules contain an acyltransferase (AT) domain, which selects acyl-CoA substrates to be incorporated into the metabolite scaffold. Herein, we reveal the sequences of three AT domains from a polyketide synthase (TgPKS2) from the apicomplexan parasite Toxoplasma gondii. Phylogenic analysis indicates these ATs (AT1, AT2, and AT3) are distinct from domains in well-characterized microbial biosynthetic gene clusters. Biochemical investigations revealed that AT1 and AT2 hydrolyze malonyl-CoA but the terminal AT3 domain is non-functional. We further identify an "on-off switch" residue that controls activity such that a single amino acid change in AT3 confers hydrolysis activity while the analogous mutation in AT2 eliminates activity. This biochemical analysis of AT domains from an apicomplexan PKS lays the foundation for further molecular and structural studies on PKSs from T. gondii and other protists.
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Affiliation(s)
- Hannah K. D’Ambrosio
- Department of Chemistry, Duke University, 124 Science Drive, Durham, NC 27708, USA
| | - Jack G. Ganley
- Department of Chemistry, Duke University, 124 Science Drive, Durham, NC 27708, USA
| | - Aaron M. Keeler
- Department of Chemistry, Duke University, 124 Science Drive, Durham, NC 27708, USA
| | - Emily R. Derbyshire
- Department of Chemistry, Duke University, 124 Science Drive, Durham, NC 27708, USA
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, 213 Research Drive, Durham, NC 27710, USA
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8
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Aldholmi M, Ahmad R, Carretero‐Molina D, Pérez‐Victoria I, Martín J, Reyes F, Genilloud O, Gourbeyre L, Gefflaut T, Carlsson H, Maklakov A, O'Neill E, Field RA, Wilkinson B, O'Connell M, Ganesan A. Euglenatides, Potent Antiproliferative Cyclic Peptides Isolated from the Freshwater Photosynthetic Microalga Euglena gracilis. Angew Chem Int Ed Engl 2022; 61:e202203175. [PMID: 35325497 PMCID: PMC9321709 DOI: 10.1002/anie.202203175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Indexed: 11/27/2022]
Abstract
By limiting the nitrogen source to glutamic acid, we isolated cyclic peptides from Euglena gracilis containing asparagine and non-proteinogenic amino acids. Structure elucidation was accomplished through spectroscopic methods, mass spectrometry and chemical degradation. The euglenatides potently inhibit pathogenic fungi and cancer cell lines e.g., euglenatide B exhibiting IC50 values of 4.3 μM in Aspergillus fumigatus and 0.29 μM in MCF-7 breast cancer cells. In an unprecedented convergence of non-ribosomal peptide synthetase and polyketide synthase assembly-line biosynthesis between unicellular species and the metazoan kingdom, euglenatides bear resemblance to nemamides from Caenorhabditis elegans and inhibited both producing organisms E. gracilis and C. elegans. By molecular network analysis, we detected over forty euglenatide-like metabolites in E. gracilis, E. sanguinea and E. mutabilis, suggesting an important biological role for these natural products.
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Affiliation(s)
- Mohammed Aldholmi
- Natural Products and Alternative MedicineCollege of Clinical PharmacyImam Abdulrahman Bin Faisal UniversityDammam31441Saudi Arabia
| | - Rizwan Ahmad
- Natural Products and Alternative MedicineCollege of Clinical PharmacyImam Abdulrahman Bin Faisal UniversityDammam31441Saudi Arabia
| | - Daniel Carretero‐Molina
- Fundación MEDINACentro de Excelencia en Investigación de Medicamentos Innovadores en AndalucíaAvenida del Conocimiento 3418016ArmillaGranadaSpain
| | - Ignacio Pérez‐Victoria
- Fundación MEDINACentro de Excelencia en Investigación de Medicamentos Innovadores en AndalucíaAvenida del Conocimiento 3418016ArmillaGranadaSpain
| | - Jesús Martín
- Fundación MEDINACentro de Excelencia en Investigación de Medicamentos Innovadores en AndalucíaAvenida del Conocimiento 3418016ArmillaGranadaSpain
| | - Fernando Reyes
- Fundación MEDINACentro de Excelencia en Investigación de Medicamentos Innovadores en AndalucíaAvenida del Conocimiento 3418016ArmillaGranadaSpain
| | - Olga Genilloud
- Fundación MEDINACentro de Excelencia en Investigación de Medicamentos Innovadores en AndalucíaAvenida del Conocimiento 3418016ArmillaGranadaSpain
| | - Léa Gourbeyre
- Université Clermont AuvergneClermont Auvergne INP, CNRS, Institut Pascal63000Clermont-FerrandFrance
| | - Thierry Gefflaut
- Université Clermont AuvergneClermont Auvergne INP, CNRS, Institut Pascal63000Clermont-FerrandFrance
| | - Hanne Carlsson
- School of Biological SciencesUniversity of East AngliaNorwich Research ParkNorwichNR4 7TJUK
| | - Alexei Maklakov
- School of Biological SciencesUniversity of East AngliaNorwich Research ParkNorwichNR4 7TJUK
| | - Ellis O'Neill
- School of ChemistryUniversity of NottinghamNottinghamNG7 2RDUK
| | - Robert A. Field
- Manchester Institute of BiotechnologyUniversity of ManchesterManchesterM1 7DNUK
| | | | - Maria O'Connell
- School of PharmacyUniversity of East AngliaNorwich Research ParkNorwichNR4 7TJUK
| | - A. Ganesan
- School of PharmacyUniversity of East AngliaNorwich Research ParkNorwichNR4 7TJUK
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9
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Aldholmi M, Ahmad R, Carretero‐Molina D, Pérez‐Victoria I, Martín J, Reyes F, Genilloud O, Gourbeyre L, Gefflaut T, Carlsson H, Maklakov A, O'Neill E, Field RA, Wilkinson B, O'Connell M, Ganesan A. Euglenatides, Potent Antiproliferative Cyclic Peptides Isolated from the Freshwater Photosynthetic Microalga
Euglena gracilis. Angew Chem Int Ed Engl 2022. [DOI: 10.1002/ange.202203175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Mohammed Aldholmi
- Natural Products and Alternative Medicine College of Clinical Pharmacy Imam Abdulrahman Bin Faisal University Dammam 31441 Saudi Arabia
| | - Rizwan Ahmad
- Natural Products and Alternative Medicine College of Clinical Pharmacy Imam Abdulrahman Bin Faisal University Dammam 31441 Saudi Arabia
| | - Daniel Carretero‐Molina
- Fundación MEDINA Centro de Excelencia en Investigación de Medicamentos Innovadores en Andalucía Avenida del Conocimiento 34 18016 Armilla Granada Spain
| | - Ignacio Pérez‐Victoria
- Fundación MEDINA Centro de Excelencia en Investigación de Medicamentos Innovadores en Andalucía Avenida del Conocimiento 34 18016 Armilla Granada Spain
| | - Jesús Martín
- Fundación MEDINA Centro de Excelencia en Investigación de Medicamentos Innovadores en Andalucía Avenida del Conocimiento 34 18016 Armilla Granada Spain
| | - Fernando Reyes
- Fundación MEDINA Centro de Excelencia en Investigación de Medicamentos Innovadores en Andalucía Avenida del Conocimiento 34 18016 Armilla Granada Spain
| | - Olga Genilloud
- Fundación MEDINA Centro de Excelencia en Investigación de Medicamentos Innovadores en Andalucía Avenida del Conocimiento 34 18016 Armilla Granada Spain
| | - Léa Gourbeyre
- Université Clermont Auvergne Clermont Auvergne INP, CNRS, Institut Pascal 63000 Clermont-Ferrand France
| | - Thierry Gefflaut
- Université Clermont Auvergne Clermont Auvergne INP, CNRS, Institut Pascal 63000 Clermont-Ferrand France
| | - Hanne Carlsson
- School of Biological Sciences University of East Anglia Norwich Research Park Norwich NR4 7TJ UK
| | - Alexei Maklakov
- School of Biological Sciences University of East Anglia Norwich Research Park Norwich NR4 7TJ UK
| | - Ellis O'Neill
- School of Chemistry University of Nottingham Nottingham NG7 2RD UK
| | - Robert A. Field
- Manchester Institute of Biotechnology University of Manchester Manchester M1 7DN UK
| | | | - Maria O'Connell
- School of Pharmacy University of East Anglia Norwich Research Park Norwich NR4 7TJ UK
| | - A. Ganesan
- School of Pharmacy University of East Anglia Norwich Research Park Norwich NR4 7TJ UK
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