1701
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Gelb MH. Drug discovery for malaria: a very challenging and timely endeavor. Curr Opin Chem Biol 2007; 11:440-5. [PMID: 17761335 PMCID: PMC1993815 DOI: 10.1016/j.cbpa.2007.05.038] [Citation(s) in RCA: 98] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2007] [Revised: 04/19/2007] [Accepted: 05/04/2007] [Indexed: 11/17/2022]
Abstract
The prevalence of resistance to known antimalarial drugs has resulted in the expansion of antimalarial drug discovery efforts. Academic and nonprofit institutions are partnering with the pharmaceutical industry to develop new antimalarial drugs. Several new antimalarial agents are undergoing clinical trials, mainly those resurrected from previous antimalarial drug discovery programs. Novel antimalarials are being advanced through the drug development process, of course, with the anticipated high failure rate typical of drug discovery. Many of these are summarized in this review. Mechanisms for funding antimalarial drug discovery and genomic information to aid drug target selection have never been better. It remains to be seen whether ongoing efforts will be sufficient for reducing malaria burden in the developing world.
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Affiliation(s)
- Michael H Gelb
- Department of Chemistry, University of Washington, Seattle, WA 98195, USA.
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1702
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Garfinkel MS, Endy D, Epstein GL, Friedman RM. Synthetic genomics: Options for governance. Ind Biotechnol (New Rochelle N Y) 2007. [DOI: 10.1089/ind.2007.3.333] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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1703
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Lamb DC, Waterman MR, Kelly SL, Guengerich FP. Cytochromes P450 and drug discovery. Curr Opin Biotechnol 2007; 18:504-12. [PMID: 18006294 DOI: 10.1016/j.copbio.2007.09.010] [Citation(s) in RCA: 91] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2007] [Revised: 09/27/2007] [Accepted: 09/29/2007] [Indexed: 10/22/2022]
Abstract
Cytochromes P450 (CYP) are a superfamily of haem-containing proteins distributed widely throughout nature. Historically, they have a central role in drug metabolism and following the advent of genomics they have been shown to have key roles in the biosynthesis of natural products which are used as medicines. Herein, we provide an overview of CYP systems with particular emphasis on their role as drug targets, their involvement in drug biosynthesis and potential strategies for developing new derivatives of drugs based on CYP engineering. The applied importance of CYPs for medicinal and biotechnological applications will also be discussed.
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Affiliation(s)
- David C Lamb
- Institute of Life Science, Swansea Medical School, Grove Building, Swansea University, Swansea SA2 8PP, UK.
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1704
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Bronson JE, Mazur WW, Cornish VW. Transcription factor logic using chemical complementation. MOLECULAR BIOSYSTEMS 2007; 4:56-8. [PMID: 18075675 DOI: 10.1039/b713852k] [Citation(s) in RCA: 27] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Chemical complementation was used to make a transcription factor circuit capable of performing complex Boolean logic.
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1705
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Zeng Q, Qiu F, Yuan L. Production of artemisinin by genetically-modified microbes. Biotechnol Lett 2007; 30:581-92. [PMID: 18008167 DOI: 10.1007/s10529-007-9596-y] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2007] [Revised: 10/25/2007] [Accepted: 10/30/2007] [Indexed: 11/28/2022]
Abstract
Artemisinin, an endoperoxidized sesquiterpene originally extracted from the medicinal plant Artemisia annua L., is a potent malaria-killing agent. Due to the urgent demand and short supply of this new antimalarial drug, engineering enhanced production of artemisinin by genetically-modified or transgenic microbes is currently being explored. Cloning and expression of the artemisinin biosynthetic genes in Saccharomyces cerevisiae and Escherichia coli have led to large-scale microbial production of the artemisinin precursors such as amorpha-4,11-diene and artemisinic acid. Although reconstruction of the complete biosynthetic pathway toward artemisinin in transgenic yeast and bacteria has not been achieved, artemisinic acid available from these transgenic microbes facilitates the subsequent partial synthesis of artemisinin by either chemical or biotransformational process, thereby providing an attractive strategy alternative to the direct extraction of artemisinin from A.annua L. In this review, we update the current trends and summarize the future prospects on genetic engineering of the microorganisms capable of accumulating artemisinin precursors through heterologous and functional expression of the artemisinin biosynthetic genes.
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Affiliation(s)
- Qingping Zeng
- Laboratory of Biotechnology, Guangzhou University of Chinese Medicine, 12 Airport Road, Guangzhou 510405, China.
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1706
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Corson TW, Crews CM. Molecular understanding and modern application of traditional medicines: triumphs and trials. Cell 2007; 130:769-74. [PMID: 17803898 PMCID: PMC2507744 DOI: 10.1016/j.cell.2007.08.021] [Citation(s) in RCA: 442] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Traditional medicines provide fertile ground for modern drug development, but first they must pass along a pathway of discovery, isolation, and mechanistic studies before eventual deployment in the clinic. Here, we highlight the challenges along this route, focusing on the compounds artemisinin, triptolide, celastrol, capsaicin, and curcumin.
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Affiliation(s)
- Timothy W. Corson
- Department of Molecular, Cellular & Developmental Biology, Yale University, New Haven, CT 06511, USA
| | - Craig M. Crews
- Department of Molecular, Cellular & Developmental Biology, Yale University, New Haven, CT 06511, USA
- Departments of Chemistry and Pharmacology, Yale University, New Haven, CT 06511, USA
- Correspondence:
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1707
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Kapoor R, Chaudhary V, Bhatnagar AK. Effects of arbuscular mycorrhiza and phosphorus application on artemisinin concentration in Artemisia annua L. MYCORRHIZA 2007; 17:581-587. [PMID: 17578608 DOI: 10.1007/s00572-007-0135-4] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2007] [Accepted: 05/11/2007] [Indexed: 05/15/2023]
Abstract
Annual wormwood (Artemisia annua L.) produces an array of complex terpenoids including artemisinin, a compound of current interest in the treatment of drug-resistant malaria. However, this promising antimalarial compound remains expensive and is hardly available on the global scale. Synthesis of artemisinin has not been proved to be feasible commercially. Therefore, increase in yield of naturally occurring artemisinin is an important area of investigation. The effects of inoculation by two arbuscular mycorrhizal (AM) fungi, Glomus macrocarpum and Glomus fasciculatum, either alone or supplemented with P-fertilizer, on artemisinin concentration in A. annua were studied. The concentration of artemisinin was determined by reverse-phase high-performance liquid chromatography with UV detection. The two fungi significantly increased concentration of artemisinin in the herb. Although there was significant increase in concentration of artemisinin in nonmycorrhizal P-fertilized plants as compared to control, the extent of the increase was less compared to mycorrhizal plants grown with or without P-fertilization. This suggests that the increase in artemisinin concentration may not be entirely attributed to enhanced P-nutrition and improved growth. A strong positive linear correlation was observed between glandular trichome density on leaves and artemisinin concentration. Mycorrhizal plants possessed higher foliar glandular trichome (site for artemisinin biosynthesis and sequestration) density compared to nonmycorrhizal plants. Glandular trichome density was not influenced by P-fertilizer application. The study suggests a potential role of AM fungi in improving the concentration of artemisinin in A. annua.
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Affiliation(s)
- Rupam Kapoor
- Environmental Biology Laboratory, Department of Botany, University of Delhi, Delhi, 110 007, India.
| | - Vidhi Chaudhary
- Environmental Biology Laboratory, Department of Botany, University of Delhi, Delhi, 110 007, India
| | - A K Bhatnagar
- Environmental Biology Laboratory, Department of Botany, University of Delhi, Delhi, 110 007, India
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1708
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Abstract
Widespread parasitic resistance has led to an urgent need for the development and implementation of new drugs for the treatment of Plasmodium falciparum malaria. Artemisinin and its derivatives are becoming increasingly important, used preferably in combination with a second antimalarial agent to increase the efficacy and slow the development of resistance. However, cost, production and pharmacological issues associated with artemisinin derivatives and potential partner drugs are hindering the implementation of combination therapies. This article reviews the molecular basis of the action of, and resistance to, different antimalarials and examines the prospects for the next generation of drugs to combat this potentially lethal human pathogen.
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Affiliation(s)
- Leann Tilley
- Department of Biochemistry, La Trobe University, Melbourne, Victoria, Australia.
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1709
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Marguet P, Balagadde F, Tan C, You L. Biology by design: reduction and synthesis of cellular components and behaviour. J R Soc Interface 2007; 4:607-23. [PMID: 17251159 PMCID: PMC2373384 DOI: 10.1098/rsif.2006.0206] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
Biological research is experiencing an increasing focus on the application of knowledge rather than on its generation. Thanks to the increased understanding of cellular systems and technological advances, biologists are more frequently asking not only 'how can I understand the structure and behaviour of this biological system?', but also 'how can I apply that knowledge to generate novel functions in different biological systems or in other contexts?' Active pursuit of the latter has nurtured the emergence of synthetic biology. Here, we discuss the motivation behind, and foundational technologies enabling, the development of this nascent field. We examine some early successes and applications while highlighting the challenges involved. Finally, we consider future directions and mention non-scientific considerations that can influence the field's growth.
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Affiliation(s)
- Philippe Marguet
- Department of Biochemistry, Duke University Medical CenterDurham, NC 27710, USA
| | - Frederick Balagadde
- Department of Bioengineering, Stanford UniversityStanford, CA 94305-9505, USA
| | - Cheemeng Tan
- Department of Biomedical Engineering, Duke UniversityDurham, NC 27708-0320, USA
| | - Lingchong You
- Department of Biomedical Engineering, Duke UniversityDurham, NC 27708-0320, USA
- Institute for Genome Sciences and Policy, Duke University Medical CenterDurham, NC 27710, USA
- Author and address for correspondence: CIEMAS 2345, 101 Science Drive, Durham, NC 27708, USA ()
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1710
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Kennedy J. Mutasynthesis, chemobiosynthesis, and back to semi-synthesis: combining synthetic chemistry and biosynthetic engineering for diversifying natural products. Nat Prod Rep 2007; 25:25-34. [PMID: 18250896 DOI: 10.1039/b707678a] [Citation(s) in RCA: 106] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The combination of biological and chemical approaches for the generation of new and diverse natural products holds much promise. While mutasynthesis based approaches are still very relevant, more recent approaches have utilised genetic and metabolic engineering to generate key intermediates for chemical syntheses. This new semi-synthetic approach exploits the ability of biological systems to efficiently generate complex chiral molecules and of synthetic chemistry to elaborate these into new, or difficult to source, molecules.
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Affiliation(s)
- Jonathan Kennedy
- Environmental Research Institute, University College Cork, Lee Road, Cork, Ireland.
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1711
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1712
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Abstract
Natural products continue to fulfill an important role in the development of therapeutic agents. In addition, with the advent of chemical genetics and high-throughput screening platforms, these molecules have become increasingly valuable as tools for interrogating fundamental aspects of biological systems. To access the vast portion of natural-product structural diversity that remains unexploited for these and other applications, genome mining and microbial metagenomic approaches are proving particularly powerful. When these are coupled with recombineering and related genetic tools, large biosynthetic gene clusters that remain intractable or cryptic in the native host can be more efficiently cloned and expressed in a suitable heterologous system. For lead optimization and the further structural diversification of natural-product libraries, combinatorial biosynthetic engineering has also become indispensable. However, our ability to rationally redesign biosynthetic pathways is often limited by our lack of understanding of the structure, dynamics and interplay between the many enzymes involved in complex biosynthetic pathways. Despite this, recent structures of fatty acid synthases should allow a more accurate prediction of the likely architecture of related polyketide synthase and nonribosomal peptide synthetase multienzymes.
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Affiliation(s)
- Barrie Wilkinson
- Biotica, Chesterford Research Park, Little Chesterford, Essex CB10 1XL, UK.
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1713
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Quaderer R, Omura S, Ikeda H, Cane DE. Pentalenolactone biosynthesis. Molecular cloning and assignment of biochemical function to PtlI, a cytochrome P450 of Streptomyces avermitilis. J Am Chem Soc 2007; 128:13036-7. [PMID: 17017767 PMCID: PMC2533730 DOI: 10.1021/ja0639214] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
A gene cluster encoding all of the enzymes for the biosynthesis of the antibiotic pentalenolactone (1) has recently been identified in Streptomyces avermitilis. The biosynthetic gene cluster contains the ptlI (SAV2999) gene which encodes a cytochrome P450 (CYP183A1). PtlI was cloned by PCR and expressed in Escherichia coli as a C-terminal His6-tag protein. Recombinant PtlI bound pentalenene (3) with high affinity (KD = 1.44 +/- 0.14 muM). Incubation of recombinant PtlI with (+/-)-3 in the presence of NADPH, E. coli flavodoxin and flavodoxin reductase, and O2 resulted in conversion to a single enantiomer of pentalen-13-al (7), by stepwise allylic oxidation via pentalen-13-ol (6). The steady-state kinetic parameters for the oxidation of pentalenene (3) to pentalen-13-ol (6) were kcat = 0.503 +/- 0.006 min-1 and Km = 3.33+/-0.62 muM for 3.
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Affiliation(s)
- Richard Quaderer
- Department of Chemistry, Brown University, Box H, Providence, RI 02912-9108, USA
| | - Satoshi Omura
- The Kitasato Institute, 9-1, Shirokane 5-chome, Minatoku, Tokyo 108-8642, Japan
| | - Haruo Ikeda
- Kitasato Institute for Life Sciences, Kitasato University, 1-15-1, Kitasato, Sagamihara, Kanagawa 228-8555, Japan
| | - David E. Cane
- Department of Chemistry, Brown University, Box H, Providence, RI 02912-9108, USA
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1714
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Lee SK, Chou HH, Pfleger BF, Newman JD, Yoshikuni Y, Keasling JD. Directed evolution of AraC for improved compatibility of arabinose- and lactose-inducible promoters. Appl Environ Microbiol 2007; 73:5711-5. [PMID: 17644634 PMCID: PMC2074931 DOI: 10.1128/aem.00791-07] [Citation(s) in RCA: 86] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Synthetic biological systems often require multiple, independently inducible promoters in order to control the expression levels of several genes; however, cross talk between the promoters limits this ability. Here, we demonstrate the directed evolution of AraC to construct an arabinose-inducible (P(BAD)) system that is more compatible with IPTG (isopropyl-beta-D-1-thiogalactopyranoside) induction of a lactose-inducible (P(lac)) system. The constructed system is 10 times more sensitive to arabinose and tolerates IPTG significantly better than the wild type. Detailed studies indicate that the AraC dimerization domain and C terminus are important for the increased sensitivity of AraC to arabinose.
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Affiliation(s)
- Sung Kuk Lee
- Department of Chemical Engineering, University of California, Berkeley, California 94720, USA
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1715
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Lu TK, Collins JJ. Dispersing biofilms with engineered enzymatic bacteriophage. Proc Natl Acad Sci U S A 2007; 104:11197-202. [PMID: 17592147 PMCID: PMC1899193 DOI: 10.1073/pnas.0704624104] [Citation(s) in RCA: 538] [Impact Index Per Article: 31.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Synthetic biology involves the engineering of biological organisms by using modular and generalizable designs with the ultimate goal of developing useful solutions to real-world problems. One such problem involves bacterial biofilms, which are crucial in the pathogenesis of many clinically important infections and are difficult to eradicate because they exhibit resistance to antimicrobial treatments and removal by host immune systems. To address this issue, we engineered bacteriophage to express a biofilm-degrading enzyme during infection to simultaneously attack the bacterial cells in the biofilm and the biofilm matrix, which is composed of extracellular polymeric substances. We show that the efficacy of biofilm removal by this two-pronged enzymatic bacteriophage strategy is significantly greater than that of nonenzymatic bacteriophage treatment. Our engineered enzymatic phage substantially reduced bacterial biofilm cell counts by approximately 4.5 orders of magnitude ( approximately 99.997% removal), which was about two orders of magnitude better than that of nonenzymatic phage. This work demonstrates the feasibility and benefits of using engineered enzymatic bacteriophage to reduce bacterial biofilms and the applicability of synthetic biology to an important medical and industrial problem.
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Affiliation(s)
- Timothy K. Lu
- *Harvard–MIT Division of Health Sciences and Technology, 77 Massachusetts Avenue, Room E25–519, Cambridge, MA 02139; and
- Center for BioDynamics and Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, MA 02215
| | - James J. Collins
- Center for BioDynamics and Department of Biomedical Engineering, Boston University, 44 Cummington Street, Boston, MA 02215
- To whom correspondence should be addressed. E-mail:
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1716
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Takahashi S, Yeo Y, Greenhagen BT, McMullin T, Song L, Maurina-Brunker J, Rosson R, Noel JP, Chappell J. Metabolic engineering of sesquiterpene metabolism in yeast. Biotechnol Bioeng 2007; 97:170-81. [PMID: 17013941 PMCID: PMC2859293 DOI: 10.1002/bit.21216] [Citation(s) in RCA: 112] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Terpenes are structurally diverse compounds that are of interest because of their biological activities and industrial value. These compounds consist of chirally rich hydrocarbon backbones derived from terpene synthases, which are subsequently decorated with hydroxyl substituents catalyzed by terpene hydroxylases. Availability of these compounds is, however, limited by intractable synthetic means and because they are produced in low amounts and as complex mixtures by natural sources. We engineered yeast for sesquiterpene accumulation by introducing genetic modifications that enable the yeast to accumulate high levels of the key intermediate farnesyl diphosphate (FPP). Co-expression of terpene synthase genes diverted the enlarged FPP pool to greater than 80 mg/L of sesquiterpene. Efficient coupling of terpene production with hydroxylation was also demonstrated by coordinate expression of terpene hydroxylase activity, yielding 50 mg/L each of hydrocarbon and hydroxylated products. These yeast now provide a convenient format for investigating catalytic coupling between terpene synthases and hydroxylases, as well as a platform for the industrial production of high value, single-entity and stereochemically unique terpenes.
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Affiliation(s)
- Shunji Takahashi
- Department of Plant and Soil Sciences, University of Kentucky, Lexington, Kentucky 40546-0312, USA.
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1717
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Kwon SJ, Lee MY, Ku B, Sherman DH, Dordick JS. High-throughput, microarray-based synthesis of natural product analogues via in vitro metabolic pathway construction. ACS Chem Biol 2007; 2:419-25. [PMID: 17530734 DOI: 10.1021/cb700033s] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The generation of biological diversity by engineering the biosynthetic gene assembly of metabolic pathway enzymes has led to a wide range of "unnatural" variants of natural products. However, current biosynthetic techniques do not allow the rapid manipulation of pathway components and are often fundamentally limited by the compatibility of new pathways, their gene expression, and the resulting biosynthetic products and pathway intermediates with cell growth and function. To overcome these limitations, we have developed an entirely in vitro approach to synthesize analogues of natural products in high throughput. Using several type III polyketide synthases (PKS) together with oxidative post-PKS tailoring enzymes, we performed 192 individual and multienzymatic reactions on a single glass microarray. Subsequent array-based screening with a human tyrosine kinase led to the identification of three compounds that acted as modest inhibitors in the low-micromolar range. This approach, therefore, enables the rapid construction of analogues of natural products as potential pharmaceutical lead compounds.
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Affiliation(s)
- Seok Joon Kwon
- Department of Chemical and Biological Engineering, Rensselaer Polytechnic Institute, Troy, New York 12180, USA
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1718
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Affiliation(s)
- Joachim Henkel
- TUM Business School, Technische Universität München, München, Germany
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1719
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Badalamenti J, Cirino P, Weiss P, Buckno C, Richard T, Weiss L. Synthetic sports: a bacterial relay race. ACTA ACUST UNITED AC 2007. [DOI: 10.1049/iet-stb:20070012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
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1720
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Meyer A, Pellaux R, Panke S. Bioengineering novel in vitro metabolic pathways using synthetic biology. Curr Opin Microbiol 2007; 10:246-53. [PMID: 17548240 DOI: 10.1016/j.mib.2007.05.009] [Citation(s) in RCA: 46] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2007] [Accepted: 05/23/2007] [Indexed: 11/21/2022]
Abstract
Huge numbers of enzymes have evolved in nature to function in aqueous environments at moderate temperatures and neutral pH. This gives us, in principle, the unique opportunity to construct multistep reaction systems of considerable catalytic complexity in vitro. However, this opportunity is rarely exploited beyond research scale, because such systems are difficult to assemble and to operate productively. Recent advances in DNA synthesis, genome engineering, high-throughput analytics, model-based analysis of biochemical systems and (semi-)rational protein engineering suggest that we have all the tools available to rationally design and efficiently operate such systems of enzymes, and finally harvest their potential for preparative syntheses.
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Affiliation(s)
- Andreas Meyer
- Bioprocess Laboratory, ETH Zurich, Universitaetsstrasse 6, 8092 Zurich, Switzerland
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1721
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Broz AK, Broeckling CD, He J, Dai X, Zhao PX, Vivanco JM. A first step in understanding an invasive weed through its genes: an EST analysis of invasive Centaurea maculosa. BMC PLANT BIOLOGY 2007; 7:25. [PMID: 17524143 PMCID: PMC1890287 DOI: 10.1186/1471-2229-7-25] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/25/2006] [Accepted: 05/24/2007] [Indexed: 05/10/2023]
Abstract
BACKGROUND The economic and biological implications of plant invasion are overwhelming; however, the processes by which plants become successful invaders are not well understood. Limited genetic resources are available for most invasive and weedy species, making it difficult to study molecular and genetic aspects that may be associated with invasion. RESULTS As an initial step towards understanding the molecular mechanisms by which plants become invasive, we have generated a normalized Expressed Sequence Tag (EST) library comprising seven invasive populations of Centaurea maculosa, an invasive aster in North America. Seventy-seven percent of the 4423 unique transcripts showed significant similarity to existing proteins in the NCBI database and could be grouped based on gene ontology assignments. CONCLUSION The C. maculosa EST library represents an initial step towards looking at gene-specific expression in this species, and will pave the way for creation of other resources such as microarray chips that can help provide a view of global gene expression in invasive C. maculosa and its native counterparts. To our knowledge, this is the first published set of ESTs derived from an invasive weed that will be targeted to study invasive behavior. Understanding the genetic basis of evolution for increased invasiveness in exotic plants is critical to understanding the mechanisms through which exotic invasions occur.
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Affiliation(s)
- Amanda K Broz
- Center for Rhizosphere Biology, Colorado State University, Fort Collins, CO 80523-1173, USA
- Department of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO 80523-1173, USA
| | - Corey D Broeckling
- Center for Rhizosphere Biology, Colorado State University, Fort Collins, CO 80523-1173, USA
- Cell and Molecular Biology Graduate Program, Colorado State University, Fort Collins, CO 80523-1173, USA
| | - Ji He
- Plant Biology Division, Samuel Roberts Noble Foundation, Ardmore, OK 73401, USA
| | - Xinbin Dai
- Plant Biology Division, Samuel Roberts Noble Foundation, Ardmore, OK 73401, USA
| | - Patrick X Zhao
- Plant Biology Division, Samuel Roberts Noble Foundation, Ardmore, OK 73401, USA
| | - Jorge M Vivanco
- Center for Rhizosphere Biology, Colorado State University, Fort Collins, CO 80523-1173, USA
- Department of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO 80523-1173, USA
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1722
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Favia G, Ricci I, Damiani C, Raddadi N, Crotti E, Marzorati M, Rizzi A, Urso R, Brusetti L, Borin S, Mora D, Scuppa P, Pasqualini L, Clementi E, Genchi M, Corona S, Negri I, Grandi G, Alma A, Kramer L, Esposito F, Bandi C, Sacchi L, Daffonchio D. Bacteria of the genus Asaia stably associate with Anopheles stephensi, an Asian malarial mosquito vector. Proc Natl Acad Sci U S A 2007; 104:9047-51. [PMID: 17502606 PMCID: PMC1885625 DOI: 10.1073/pnas.0610451104] [Citation(s) in RCA: 290] [Impact Index Per Article: 17.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Here, we show that an alpha-proteobacterium of the genus Asaia is stably associated with larvae and adults of Anopheles stephensi, an important mosquito vector of Plasmodium vivax, a main malaria agent in Asia. Asaia bacteria dominate mosquito-associated microbiota, as shown by 16S rRNA gene abundance, quantitative PCR, transmission electron microscopy and in situ-hybridization of 16S rRNA genes. In adult mosquitoes, Asaia sp. is present in high population density in the female gut and in the male reproductive tract. Asaia sp. from An. stephensi has been cultured in cell-free media and then transformed with foreign DNA. A green fluorescent protein-tagged Asaia sp. strain effectively lodged in the female gut and salivary glands, sites that are crucial for Plasmodium sp. development and transmission. The larval gut and the male reproductive system were also colonized by the transformed Asaia sp. strain. As an efficient inducible colonizer of mosquitoes that transmit Plasmodium sp., Asaia sp. may be a candidate for malaria control.
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Affiliation(s)
- Guido Favia
- *Dipartimento di Medicina Sperimentale e Sanità Pubblica, Università degli Studi di Camerino, 62032 Camerino, Italy
- To whom correspondence may be addressed. E-mail: or
| | - Irene Ricci
- *Dipartimento di Medicina Sperimentale e Sanità Pubblica, Università degli Studi di Camerino, 62032 Camerino, Italy
| | - Claudia Damiani
- *Dipartimento di Medicina Sperimentale e Sanità Pubblica, Università degli Studi di Camerino, 62032 Camerino, Italy
| | - Noura Raddadi
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Elena Crotti
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Massimo Marzorati
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Aurora Rizzi
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Roberta Urso
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Lorenzo Brusetti
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Sara Borin
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Diego Mora
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
| | - Patrizia Scuppa
- *Dipartimento di Medicina Sperimentale e Sanità Pubblica, Università degli Studi di Camerino, 62032 Camerino, Italy
| | - Luciano Pasqualini
- *Dipartimento di Medicina Sperimentale e Sanità Pubblica, Università degli Studi di Camerino, 62032 Camerino, Italy
| | - Emanuela Clementi
- Dipartimento di Biologia Animale, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Marco Genchi
- Dipartimento di Biologia Animale, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Silvia Corona
- Dipartimento di Biologia Animale, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Ilaria Negri
- Dipartimento di Valorizzazione e Protezione delle Risorse Agroforestali, Università degli Studi di Torino, 10095 Torino, Italy; and
| | - Giulio Grandi
- Dipartimento di Produzioni Animali, Facoltà di Medicina Veterinaria, Università degli Studi di Parma, 43100 Parma, Italy
| | - Alberto Alma
- Dipartimento di Valorizzazione e Protezione delle Risorse Agroforestali, Università degli Studi di Torino, 10095 Torino, Italy; and
| | - Laura Kramer
- Dipartimento di Produzioni Animali, Facoltà di Medicina Veterinaria, Università degli Studi di Parma, 43100 Parma, Italy
| | - Fulvio Esposito
- *Dipartimento di Medicina Sperimentale e Sanità Pubblica, Università degli Studi di Camerino, 62032 Camerino, Italy
| | - Claudio Bandi
- **Patologia Animale, Igiene e Sanità Pubblica Veterinaria, Università degli Studi di Milano, 20133 Milan, Italy
| | - Luciano Sacchi
- Dipartimento di Biologia Animale, Università degli Studi di Pavia, 27100 Pavia, Italy
| | - Daniele Daffonchio
- Dipartimenti di Scienze e Tecnologie Alimentari e Microbiologiche and
- To whom correspondence may be addressed. E-mail: or
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1723
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Wang H, Liu Y, Chong K, Liu BY, Ye HC, Li ZQ, Yan F, Li GF. Earlier flowering induced by over-expression of CO gene does not accompany increase of artemisinin biosynthesis in Artemisia annua. PLANT BIOLOGY (STUTTGART, GERMANY) 2007; 9:442-6. [PMID: 17099845 DOI: 10.1055/s-2006-924634] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
The early flowering gene CONSTANS (CO) from Arabidopsis thaliana was transferred into Artemisia annua using the Agrobacterium tumefaciens-mediated transformation system. The plant expression vector pBI CO was constructed by inserting the CO gene into the binary vector pBI121 under the control of CaMV 35S promoter. Analyses of PCR, PCR Southern blot, and Southern blot revealed that the transgenic plants contained the foreign CO gene. The results of RT-PCT and RT-PCR Southern blot suggested that the foreign CO gene had expressed at the transcriptional level. Although the flowering time of the CO transgenic plant was about 2 weeks earlier than that of the non-transgenic plant under short-day conditions, no significant difference in artemisinin content was found between the flowering transgenic plant and the non-flowering non-transgenic plant. These results show that the usually observed increase of artemisinin content before plant flowering under natural conditions is not a direct consequence of flowering itself, perhaps there is even no direct linkage between flowering and artemisinin biosynthesis.
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Affiliation(s)
- H Wang
- Key Laboratory of Phytosynthesis and Environmental Molecular Physiology, Institute of Botany, The Chinese Academy of Sciences, Nanxincun 20#, Xiangshan, Haidian District, Beijing 100093, China
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1724
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Julsing MK, Rijpkema M, Woerdenbag HJ, Quax WJ, Kayser O. Functional analysis of genes involved in the biosynthesis of isoprene in Bacillus subtilis. Appl Microbiol Biotechnol 2007; 75:1377-84. [PMID: 17458547 PMCID: PMC1914294 DOI: 10.1007/s00253-007-0953-5] [Citation(s) in RCA: 67] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2006] [Revised: 03/16/2007] [Accepted: 03/17/2007] [Indexed: 10/29/2022]
Abstract
In comparison to other bacteria Bacillus subtilis emits the volatile compound isoprene in high concentrations. Isoprene is the smallest representative of the natural product group of terpenoids. A search in the genome of B. subtilis resulted in a set of genes with yet unknown function, but putatively involved in the methylerythritol phosphate (MEP) pathway to isoprene. Further identification of these genes would give the possibility to engineer B. subtilis as a host cell for the production of terpenoids like the valuable plant-produced drugs artemisinin and paclitaxel. Conditional knock-out strains of putative genes were analyzed for the amount of isoprene emitted. Differences in isoprene emission were used to identify the function of the enzymes and of the corresponding selected genes in the MEP pathway. We give proof on a biochemical level that several of these selected genes from this species are involved in isoprene biosynthesis. This opens the possibilities to investigate the physiological function of isoprene emission and to increase the endogenous flux to the terpenoid precursors, isopentenyl diphosphate and dimethylallyl diphosphate, for the heterologous production of more complex terpenoids in B. subtilis.
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Affiliation(s)
- Mattijs K. Julsing
- Department of Pharmaceutical Biology, Graduate School for Drug Exploration (GUIDE), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | | | - Herman J. Woerdenbag
- Department of Pharmaceutical Biology, Graduate School for Drug Exploration (GUIDE), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Wim J. Quax
- Department of Pharmaceutical Biology, Graduate School for Drug Exploration (GUIDE), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
| | - Oliver Kayser
- Department of Pharmaceutical Biology, Graduate School for Drug Exploration (GUIDE), University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
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1725
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Chang MCY, Eachus RA, Trieu W, Ro DK, Keasling JD. Engineering Escherichia coli for production of functionalized terpenoids using plant P450s. Nat Chem Biol 2007; 3:274-7. [PMID: 17438551 DOI: 10.1038/nchembio875] [Citation(s) in RCA: 246] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2007] [Accepted: 03/21/2007] [Indexed: 11/08/2022]
Abstract
Terpenoids are a highly diverse class of natural products that have historically provided a rich source for discovery of pharmacologically active small molecules, such as paclitaxel (Taxol) and artemisinin. Unfortunately, these secondary metabolites are typically produced in low abundance in their host organism, and their isolation consequently suffers from low yields and high consumption of natural resources. Furthermore, chemical synthesis of terpenoids can also be difficult to scale for industrial production. For these reasons, an attractive alternative strategy is to engineer metabolic pathways for production of pharmaceuticals or their precursors in a microbial host such as Escherichia coli. A key step is developing methods to carry out cytochrome P450 (P450)-based oxidation chemistry in vivo. Toward this goal, we have assembled two heterologous pathways for the biosynthesis of plant-derived terpenoid natural products, and we present the first examples of in vivo production of functionalized terpenoids in E. coli at high titer using native plant P450s.
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Affiliation(s)
- Michelle C Y Chang
- California Institute for Quantitative Biomedical Research, University of California, Berkeley, Berkeley, California 94720-3224, USA
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1726
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Malkin E, Long CA, Stowers AW, Zou L, Singh S, MacDonald NJ, Narum DL, Miles AP, Orcutt AC, Muratova O, Moretz SE, Zhou H, Diouf A, Fay M, Tierney E, Leese P, Mahanty S, Miller LH, Saul A, Martin LB. Phase 1 study of two merozoite surface protein 1 (MSP1(42)) vaccines for Plasmodium falciparum malaria. PLOS CLINICAL TRIALS 2007; 2:e12. [PMID: 17415408 PMCID: PMC1847697 DOI: 10.1371/journal.pctr.0020012] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2006] [Accepted: 02/07/2007] [Indexed: 11/19/2022]
Abstract
Objectives: To assess the safety and immunogenicity of two vaccines, MSP142-FVO/Alhydrogel and MSP142-3D7/Alhydrogel, targeting blood-stage Plasmodium falciparum parasites. Design: A Phase 1 open-label, dose-escalating study. Setting: Quintiles Phase 1 Services, Lenexa, Kansas between July 2004 and November 2005. Participants: Sixty healthy malaria-naïve volunteers 18–48 y of age. Interventions: The C-terminal 42-kDa region of merozoite surface protein 1 (MSP142) corresponding to the two allelic forms present in FVO and 3D7 P. falciparum lines were expressed in Escherichia coli, refolded, purified, and formulated on Alhydrogel (aluminum hydroxide). For each vaccine, volunteers in each of three dose cohorts (5, 20, and 80 μg) were vaccinated at 0, 28, and 180 d. Volunteers were followed for 1 y. Outcome Measures: The safety of MSP142-FVO/Alhydrogel and MSP142-3D7/Alhydrogel was assessed. The antibody response to each vaccine was measured by reactivity to homologous and heterologous MSP142, MSP119, and MSP133 recombinant proteins and recognition of FVO and 3D7 parasites. Results: Anti-MSP142 antibodies were detected by ELISA in 20/27 (74%) and 22/27 (81%) volunteers receiving three vaccinations of MSP142-FVO/Alhydrogel or MSP142-3D7/Alhydrogel, respectively. Regardless of the vaccine, the antibodies were cross-reactive to both MSP142-FVO and MSP142-3D7 proteins. The majority of the antibody response targeted the C-terminal 19-kDa domain of MSP142, although low-level antibodies to the N-terminal 33-kDa domain of MSP142 were also detected. Immunofluorescence microscopy of sera from the volunteers demonstrated reactivity with both FVO and 3D7 P. falciparum schizonts and free merozoites. Minimal in vitro growth inhibition of FVO or 3D7 parasites by purified IgG from the sera of the vaccinees was observed. Conclusions: The MSP142/Alhydrogel vaccines were safe and well tolerated but not sufficiently immunogenic to generate a biologic effect in vitro. Addition of immunostimulants to the Alhydrogel formulation to elicit higher vaccine-induced responses in humans may be required for an effective vaccine. Background: Generally, adults living in parts of the world where malaria is common develop protective immunity against the parasite. This means they may get infected but not become ill as a result. However, there are individuals, such as pregnant women and children under the age of five, who are more likely to develop symptoms of malaria due to no (or reduced) natural immunity. A successful malaria vaccine would stimulate an individual's immune system to respond to the malaria parasite and prevent serious clinical disease. Many different groups are currently developing potential vaccines. Several candidates are based on a protein called MSP1 (merozoite surface protein 1) which is found on the surface of the blood-stage form of the malaria parasite. However, in nature parasites carry different versions of the MSP1 protein, and ideally a successful vaccine would bring about immune responses against these different versions. The researchers carrying out this trial wanted to compare the safety and immune responses against candidate vaccines representing two different MSP1 proteins, which covered many different parasite lines. As a phase 1 trial, the study was carried out in healthy adult volunteers. Sixty individuals were assigned to receive an injection of the vaccines, either containing a recombinant protein analogous to the FVO parasite line (termed MSP142-FVO) or the 3D7 parasite line (termed MSP142-3D7) at three different dose levels. The trial's primary objective was to assess safety, which was done by collecting data on any abnormal signs or symptoms up to 14 d after each of three vaccinations. These outcomes were graded and then defined as related to the vaccine or not. The researchers also looked at antibody levels in participants' blood against different variants of the MSP1 protein, as well as using in vitro tests to see whether antibodies from vaccinated individuals could prevent malaria parasites from growing in lab culture. What the trial shows: The safety outcomes of the trial showed that the most common type of side effect experienced by the volunteers was pain at the injection site. The vast majority of such events were graded as mild, although there was one single case of a severe event (high levels of pain experienced by one volunteer at the injection site). There was no significant association between the chance of side effects and the vaccine dosage that an individual received. Following vaccination, antibody levels against the protein on which the vaccine was based were detected, although these levels dropped over time. The researchers did not see a strong association between the vaccine dosage that individuals received and the level of antibody response. However, the two vaccines when compared seemed to be equally good at raising an immune response and both caused antibodies to be raised corresponding to different variants of the MSP1 protein. However, the antibodies raised did not seem to be particularly effective at preventing malaria parasites from growing in lab culture. Strengths and limitations: Strengths of this study include a comparison of three different dosage levels of the vaccines under study, as well as a comparison of two vaccines based on the same protein, representing different parasite lines. Limitations to the study include the small number of participants, which makes the trial underpowered to detect all but large differences in side effects between the groups being compared. A placebo arm was not included in the trial, so it is not possible to be sure that the numbers of side effects observed here can be attributed to the vaccines or not. Finally, the procedure for assigning individuals to the two different vaccines involved alternation, rather than true randomization, which could have minimized the risk of bias. Contribution to the evidence: The trial reported here is an essential step in vaccine development. The results provide the first evidence relating to safety for these two vaccines, and do not raise any safety concerns at this stage. Although the vaccines raised an immune response, the antibodies raised did not seem to have much of an effect on malaria parasites in vitro. While these vaccines are safe, alternative MSP1 vaccine formulations anticipated to bring about a greater immune response will likely be studied before proceeding to field studies.
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Affiliation(s)
- Elissa Malkin
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Carole A Long
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Anthony W Stowers
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Lanling Zou
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Sanjay Singh
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Nicholas J MacDonald
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - David L Narum
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Aaron P Miles
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Andrew C Orcutt
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Olga Muratova
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Samuel E Moretz
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Hong Zhou
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Ababacar Diouf
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Michael Fay
- Biostatistics Research Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, United States of America
| | - Eveline Tierney
- PATH Malaria Vaccine Initiative, Bethesda, Maryland, United States of America
| | - Philip Leese
- Quintiles Phase 1 Services, Lenexa, Kansas, United States of America
| | - Siddhartha Mahanty
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Louis H Miller
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Allan Saul
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
| | - Laura B Martin
- Malaria Vaccine Development Branch, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Rockville, Maryland, United States of America
- * To whom correspondence should be addressed. E-mail:
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1727
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Abstract
The design of artificial biological systems and the understanding of their natural counterparts are key objectives of the emerging discipline of synthetic biology. Toward both ends, research in synthetic biology has primarily focused on the construction of simple devices, such as transcription-based oscillators and switches. Construction of such devices should provide us with insight on the design of natural systems, indicating whether our understanding is complete or whether there are still gaps in our knowledge. Construction of simple biological systems may also lay the groundwork for the construction of more complex systems that have practical utility. To realize its full potential, biological systems design borrows from the allied fields of protein design and metabolic engineering. In this review, we describe the scientific accomplishments in this field, as well as its forays into biological part standardization and education of future biological designers.
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Affiliation(s)
- David A Drubin
- Department of Systems Biology, Harvard Medical School, Boston, Massachusetts 02115, USA
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1728
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1729
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Pitera DJ, Paddon CJ, Newman JD, Keasling JD. Balancing a heterologous mevalonate pathway for improved isoprenoid production in Escherichia coli. Metab Eng 2007; 9:193-207. [PMID: 17239639 DOI: 10.1016/j.ymben.2006.11.002] [Citation(s) in RCA: 307] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2006] [Revised: 10/25/2006] [Accepted: 11/13/2006] [Indexed: 11/25/2022]
Abstract
Engineering biosynthetic pathways in microbes for the production of complex chemicals and pharmaceuticals is an attractive alternative to chemical synthesis. However, in transferring large pathways to alternate hosts and manipulating expression levels, the native regulation of carbon flux through the pathway may be lost leading to imbalances in the pathways. Previously, Escherichia coli was engineered to produce large quantities of isoprenoids by creating a mevalonate-based isopentenyl pyrophosphate biosynthetic pathway [Martin, V.J., Pitera, D.J., Withers, S.T., Newman, J.D., Keasling, J.D., 2003. Engineering a mevalonate pathway in Escherichia coli for production of terpenoids. Nat. Biotechnol. 21, 796-802]. The strain produces high levels of isoprenoids, but upon further investigation we discovered that the accumulation of pathway intermediates limited flux and that high-level expression of the mevalonate pathway enzymes inhibited cell growth. Gene titration studies and metabolite profiling using liquid chromatography-mass spectrometry linked the growth inhibition phenotype with the accumulation of the pathway intermediate 3-hydroxy-3-methyl-glutaryl-coenzyme A (HMG-CoA). Such an accumulation implies that the activity of HMG-CoA reductase was insufficient to balance flux in the engineered pathway. By modulating HMG-CoA reductase production, we eliminated the pathway bottleneck and increased mevalonate production. These results demonstrate that balancing carbon flux through the heterologous pathway is a key determinant in optimizing isoprenoid biosynthesis in microbial hosts.
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Affiliation(s)
- Douglas J Pitera
- Department of Chemical Engineering, University of California, Berkeley, CA 94720-1462, USA
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1730
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Tan C, Song H, Niemi J, You L. A synthetic biology challenge: making cells compute. MOLECULAR BIOSYSTEMS 2007; 3:343-53. [PMID: 17460793 DOI: 10.1039/b618473c] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Advances in biology and engineering have enabled the reprogramming of cells with well-defined functions, leading to the emergence of synthetic biology. Early successes in this nascent field suggest its potential to impact diverse areas. Here, we examine the feasibility of engineering circuits for cell-based computation. We illustrate the basic concepts by describing the mapping of several computational problems to engineered gene circuits. Revolving around these examples and past studies, we discuss technologies and computational methods available to design, test, and optimize gene circuits. We conclude with discussion of challenges involved in a typical design cycle, as well as those specific to cellular computation.
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Affiliation(s)
- Cheemeng Tan
- Department of Biomedical Engineering, Duke University, Durham, NC 27708, USA
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1731
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Tyo KE, Alper HS, Stephanopoulos GN. Expanding the metabolic engineering toolbox: more options to engineer cells. Trends Biotechnol 2007; 25:132-7. [PMID: 17254656 DOI: 10.1016/j.tibtech.2007.01.003] [Citation(s) in RCA: 171] [Impact Index Per Article: 10.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2006] [Revised: 11/07/2006] [Accepted: 01/11/2007] [Indexed: 11/20/2022]
Abstract
Metabolic engineering exploits an integrated, systems-level approach for optimizing a desired cellular property or phenotype; and great strides have been made within this scope and context during the past fifteen years. However, due to limitations in the concepts and techniques, these have relied on a focused, pathway-oriented view. Recent advances in 'omics' technologies and computational systems biology have brought the foundational systems approach of metabolic engineering into focus. At the same time, protein engineering and synthetic biology have expanded the breadth and precision of the methods available to metabolic engineers to improve strain properties. Examples are presented that illustrate this broader perspective of tools and concepts, including a recent approach for global transcriptional machinery engineering (gTME), which has demonstrated the ability to elicit multigenic transcriptional changes that have improved phenotypes compared with single-gene perturbations.
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Affiliation(s)
- Keith E Tyo
- Department of Chemical Engineering, Massachusetts Institute of Technology, Room 56-469, Cambridge, MA 02139, USA
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1732
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Abstract
Malaria, caused by the infection with parasites of the germs Plasmodium, is one of the three most important infectious diseases worldwide, along with tuberculosis and infection with human immunodeficiency virus. Natural killer (NK) cells are lymphocytes classically involved in the early defense against viral infections and intracytoplasmic bacterial infections and are also implicated during the course of tumor development and allogeneic transplantation. These cells display important cytotoxic activity and produce high levels of proinflammatory cytokines. In both mouse and human models of malaria, NK cells appear to be a major source of interferon-gamma during the early phase of infection. In humans, indirect signaling through monocytes/macrophages required to optimally stimulate NK cell activity. However, the in vivo functions of NK cells during malaria are still enigmatic, and many issues remain to be dissected, such as the molecular basis of the direct recognition of iRBCs by NK cells.
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Affiliation(s)
- Sophie Roetynck
- Centre d'Immunologie de Marseille-Luminy, Université de la Méditerranée, Marseille, France
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1733
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Hernández I, Molenaar D, Beekwilder J, Bouwmeester H, van Hylckama Vlieg JET. Expression of plant flavor genes in Lactococcus lactis. Appl Environ Microbiol 2007; 73:1544-52. [PMID: 17209074 PMCID: PMC1828780 DOI: 10.1128/aem.01870-06] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023] Open
Abstract
Lactic acid bacteria, such as Lactococcus lactis, are attractive hosts for the production of plant-bioactive compounds because of their food grade status, efficient expression, and metabolic engineering tools. Two genes from strawberry (Fragaria x ananassa), encoding an alcohol acyltransferase (SAAT) and a linalool/nerolidol synthase (FaNES), were cloned in L. lactis and actively expressed using the nisin-induced expression system. The specific activity of SAAT could be improved threefold (up to 564 pmol octyl acetate h-1 mg protein-1) by increasing the concentration of tRNA1Arg, which is a rare tRNA molecule in L. lactis. Fermentation tests with GM17 medium and milk with recombinant L. lactis strains expressing SAAT or FaNES resulted in the production of octyl acetate (1.9 microM) and linalool (85 nM) to levels above their odor thresholds in water. The results illustrate the potential of the application of L. lactis as a food grade expression platform for the recombinant production of proteins and bioactive compounds from plants.
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Affiliation(s)
- Igor Hernández
- NIZO food research, P.O. Box 20, 6710 BA Ede, The Netherlands
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1734
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Lundgren BR, Boddy CN. Sialic acid and N-acyl sialic acid analog production by fermentation of metabolically and genetically engineered Escherichia coli. Org Biomol Chem 2007; 5:1903-9. [PMID: 17551639 DOI: 10.1039/b703519e] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
Abstract
Sialic acid is the terminal sugar found on most glycoproteins and is crucial in determining serum half-life and immunogenicity of glycoproteins. Sialic acid analogs are antiviral therapeutics as well as crucial tools in bacterial pathogenesis research, immunobiology and development of cancer diagnostic imaging. The scarce supply of sialic acid hinders production of these materials. We have developed an efficient, rapid and cost effective fermentation route to access sialic acid. Our approach uses low cost feedstock, produces an industrially relevant amount of sialic acid and is scalable to manufacturing levels. We have also shown that precursor directed biosynthesis can be used to produce a N-acyl sialic acid analog. This work demonstrates the feasibility of engineering manufacturing-friendly bacteria to produce complex, unavailable small molecules.
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1735
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Asadollahi MA, Maury J, Møller K, Nielsen KF, Schalk M, Clark A, Nielsen J. Production of plant sesquiterpenes inSaccharomyces cerevisiae: Effect ofERG9 repression on sesquiterpene biosynthesis. Biotechnol Bioeng 2007; 99:666-77. [PMID: 17705244 DOI: 10.1002/bit.21581] [Citation(s) in RCA: 168] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The yeast Saccharomyces cerevisiae was chosen as a microbial host for heterologous biosynthesis of three different plant sesquiterpenes, namely valencene, cubebol, and patchoulol. The volatility and low solubility of the sesquiterpenes were major practical problems for quantification of the excreted sesquiterpenes. In situ separation of sesquiterpenes in a two-phase fermentation using dodecane as the secondary phase was therefore performed in order to enable quantitative evaluation of different strains. In order to enhance the availability of the precursor for synthesis of sesquiterpenes, farnesyl diphosphate (FPP), the ERG9 gene which is responsible for conversion of FPP to squalene was downregulated by replacing the native ERG9 promoter with the regulatable MET3 promoter combined with addition of 2 mM methionine to the medium. This strategy led to a reduced ergosterol content of the cells and accumulation of FPP derived compounds like target sesquiterpenes and farnesol. Adjustment of the methionine level during fermentations prevented relieving MET3 promoter repression and resulted in further improved sesquiterpene production. Thus, the final titer of patchoulol and farnesol in the ERG9 downregulated strain reached 16.9 and 20.2 mg/L, respectively. The results obtained in this study revealed the great potential of yeast as a cell factory for production of sesquiterpenes.
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Affiliation(s)
- Mohammad A Asadollahi
- Center for Microbial Biotechnology, BioCentrum-DTU, Building 223, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark
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1736
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1737
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Abstract
Throughout human history, natural products have been the foundation for the discovery and development of therapeutics used to treat diseases ranging from cardiovascular disease to cancer. Their chemical diversity and complexity have provided structural scaffolds for small-molecule drugs and have consistently served as inspiration for medicinal design. However, the chemical complexity of natural products also presents one of the main roadblocks for production of these pharmaceuticals on an industrial scale. Chemical synthesis of natural products is often difficult and expensive, and isolation from their natural sources is also typically low yielding. Synthetic biology and metabolic engineering offer an alternative approach that is becoming more accessible as the tools for engineering microbes are further developed. By reconstructing heterologous metabolic pathways in genetically tractable host organisms, complex natural products can be produced from inexpensive sugar starting materials through large-scale fermentation processes. In this Perspective, we discuss ongoing research aimed toward the production of terpenoid natural products in genetically engineered Escherichia coli and Saccharomyces cerevisiae.
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Affiliation(s)
- Michelle C Y Chang
- California Institute for Quantitative Biomedical Research, University of California-Berkeley, Berkeley, CA 94720, USA
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1738
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Uhlemann AC, Wittlin S, Matile H, Bustamante LY, Krishna S. Mechanism of antimalarial action of the synthetic trioxolane RBX11160 (OZ277). Antimicrob Agents Chemother 2006; 51:667-72. [PMID: 17145800 PMCID: PMC1797759 DOI: 10.1128/aac.01064-06] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
RBX11160 (OZ277) is a fully synthetic peroxidic antimalarial in clinical development. To study the possible mechanisms of action of RBX11160, we have examined its ability to inhibit PfATP6, a sarcoplasmic reticulum calcium ATPase and proposed target for semisynthetic peroxidic artemisinin derivatives. RBX11160 inhibits PfATP6 (apparent half-maximal inhibitory constant=7,700 nM) less potently than artemisinin (79 nM). Inhibition of PfATP6 is abrogated by desferrioxamine, an iron-chelating agent. Consistent with this finding, the killing of Plasmodium falciparum organisms by RBX11160 in vitro is antagonized by desferrioxamine. Artesunate and RBX11160 also act antagonistically against P. falciparum in vitro. A fluorescent derivative of RBX11160 localizes to the parasite cytosol in some parasites and to the food vacuole in other parasites. These data demonstrate that there are both similarities and differences between the antimalarial properties of RBX11160 and those of semisynthetic antimalarials such as artesunate and artemisinin.
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Affiliation(s)
- Anne-Catrin Uhlemann
- Division of Cellular and Molecular Medicine, Centre for Infection, St. George's University of London, and Dept. of Infectious Diseases, St. George's Hospital Medical School, Cranmer Terrace, London SW17 ORE, United Kingdom
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1739
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Julsing MK, Koulman A, Woerdenbag HJ, Quax WJ, Kayser O. Combinatorial biosynthesis of medicinal plant secondary metabolites. ACTA ACUST UNITED AC 2006; 23:265-79. [PMID: 17049920 DOI: 10.1016/j.bioeng.2006.08.001] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2006] [Revised: 08/10/2006] [Accepted: 08/14/2006] [Indexed: 11/23/2022]
Abstract
Combinatorial biosynthesis is a new tool in the generation of novel natural products and for the production of rare and expensive natural products. The basic concept is combining metabolic pathways in different organisms on a genetic level. As a consequence heterologous organisms provide precursors from their own primary and secondary metabolism that are metabolised to the desired secondary product due to the expression of foreign genes. In this review we discuss the possibilities and limitations of combining genes from different organisms and the expression of heterologous genes. Major focuses are fundamentals of the genetic work, used expression systems and latest progress in this field. Combinatorial biosynthesis is discussed for important classes of natural products, including alkaloids (vinblastine, vincristine), terpenoids (artemisinin, paclitaxel) and flavonoids. The role and importance of today's used host organisms is critically described, and the latest approaches discussed to give an outlook for future trends and possibilities.
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Affiliation(s)
- Mattijs K Julsing
- Department of Pharmaceutical Biology, University of Groningen, Antonius Deusinglaan 1, 9713 AV Groningen, The Netherlands
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1740
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Golenser J, Waknine JH, Krugliak M, Hunt NH, Grau GE. Current perspectives on the mechanism of action of artemisinins. Int J Parasitol 2006; 36:1427-41. [PMID: 17005183 DOI: 10.1016/j.ijpara.2006.07.011] [Citation(s) in RCA: 191] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2006] [Revised: 07/24/2006] [Accepted: 07/28/2006] [Indexed: 10/24/2022]
Abstract
Artemisinin derivatives are the most recent single drugs approved and introduced for public antimalarial treatment. Although their recommended use is for treatment of Plasmodium falciparum infection, these drugs also act against other parasites, as well as against tumor cells. The mechanisms of action attributed to artemisinin include interference with parasite transport proteins, disruption of parasite mitochondrial function, modulation of host immune function and inhibition of angiogenesis. Artemisinin combination therapies are currently the preferred treatment for malaria. These combinations may prevent the induction of parasite drug resistance. However, in view of the multiple mechanisms involved, especially when additional drugs are used, the combined therapy should be carefully examined for antagonistic effects. It is now a general theory that the crucial mechanism is interference with plasmodial SERCA. Therefore, future development of resistance may be associated with overproduction or mutations of this transporter. However, a general mechanism, such as alterations in general drug transport pathways, is feasible. In this article, we review the evidence for each mechanism of action suggested.
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Affiliation(s)
- Jacob Golenser
- Department of Parasitology - The Kuvin Centre for the Study of Infectious and Tropical Diseases, The Hebrew University of Jerusalem, Jerusalem 91120, Israel.
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1741
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Withers ST, Keasling JD. Biosynthesis and engineering of isoprenoid small molecules. Appl Microbiol Biotechnol 2006; 73:980-90. [PMID: 17115212 DOI: 10.1007/s00253-006-0593-1] [Citation(s) in RCA: 171] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2006] [Revised: 07/25/2006] [Accepted: 08/07/2006] [Indexed: 12/22/2022]
Abstract
Isoprenoid secondary metabolites are a rich source of commercial products that have not been fully explored. At present, there are isoprenoid products used in cancer therapy, the treatment of infectious diseases, and crop protection. All isoprenoids share universal prenyl diphosphate precursors synthesized via two distinct pathways. From these universal precursors, the biosynthetic pathways to specific isoprenoids diverge resulting in a staggering array of products. Taking advantage of this diversity has been the focus of much effort in metabolic engineering heterologous hosts. In addition, the engineering of the mevalonate pathway has increased levels of the universal precursors available for heterologous production. Finally, we will describe the efforts to produce to commercial terpenoids, paclitaxel and artemisinin.
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Affiliation(s)
- Sydnor T Withers
- Department of Chemical Engineering, University of California, Berkeley, CA, USA
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1742
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Shiba Y, Paradise EM, Kirby J, Ro DK, Keasling JD. Engineering of the pyruvate dehydrogenase bypass in Saccharomyces cerevisiae for high-level production of isoprenoids. Metab Eng 2006; 9:160-8. [PMID: 17196416 DOI: 10.1016/j.ymben.2006.10.005] [Citation(s) in RCA: 237] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2006] [Revised: 10/05/2006] [Accepted: 10/09/2006] [Indexed: 11/28/2022]
Abstract
Amorphadiene, a sesquiterpene precursor to the anti-malarial drug artemisinin, is synthesized by the cyclization of farnesyl pyrophosphate (FPP). Saccharomyces cerevisiae produces FPP through the mevalonate pathway using acetyl-CoA as a starting compound. In order to enhance the supply of acetyl-CoA to the mevalonate pathway and achieve high-level production of amorphadiene, we engineered the pyruvate dehydrogenase bypass in S. cerevisiae. Overproduction of acetaldehyde dehydrogenase and introduction of a Salmonella enterica acetyl-CoA synthetase variant increased the carbon flux into the mevalonate pathway resulting in increased amorphadiene production. This work will be generally applicable to the production of a broad range of isoprenoids in yeast.
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Affiliation(s)
- Yoichiro Shiba
- Berkeley Center for Synthetic Biology, Department of Chemical Engineering, University of California, 717 Potter Street, Building 977, Mail code 3224, Berkeley, CA 94720-3224, USA
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1743
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Affiliation(s)
- Michael A Fischbach
- Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, Boston, MA 02115, USA
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1744
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Wu S, Schalk M, Clark A, Miles RB, Coates R, Chappell J. Redirection of cytosolic or plastidic isoprenoid precursors elevates terpene production in plants. Nat Biotechnol 2006; 24:1441-7. [PMID: 17057703 DOI: 10.1038/nbt1251] [Citation(s) in RCA: 238] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2006] [Accepted: 08/30/2006] [Indexed: 11/08/2022]
Abstract
Terpenes constitute a distinct class of natural products that attract insects, defend against phytopathogenic microbes and combat human diseases. However, like most natural products, they are usually made by plants and microbes in small amounts and as complex mixtures. Chemical synthesis is often costly and inefficient, and may not yield enantiomerically pure terpenes, whereas large-scale microbial production requires expensive feedstocks. We engineered high-level terpene production in tobacco plants by diverting carbon flow from cytosolic or plastidic isopentenyl diphosphate through overexpression in either compartment of an avian farnesyl diphosphate synthase and an appropriate terpene synthase. Isotopic labeling studies suggest little, if any, metabolite exchange between these two subcellular compartments. The strategy increased synthesis of the sesquiterpenes patchoulol and amorpha-4,11-diene more than 1,000-fold, as well as the monoterpene limonene 10-30 fold, and seems equally suited to generating higher levels of other terpenes for research, industrial production or therapeutic applications.
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Affiliation(s)
- Shuiqin Wu
- Department of Plant & Soil Sciences, University of Kentucky, Lexington, Kentucky 40546-0312, USA
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1745
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Girard MP, Reed ZH, Friede M, Kieny MP. A review of human vaccine research and development: malaria. Vaccine 2006; 25:1567-80. [PMID: 17045367 DOI: 10.1016/j.vaccine.2006.09.074] [Citation(s) in RCA: 105] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2006] [Accepted: 09/25/2006] [Indexed: 11/18/2022]
Abstract
The last several years have seen significant progress in the development of vaccines against malaria. Most recently, proof-of-concept of vaccine-induced protection from malaria infection and disease was demonstrated in African children. Pursued by various groups and on many fronts, several other candidate vaccines are in early clinical trials. Yet, despite the optimism and promise, an effective malaria vaccine is not yet available, in part because of the lack of understanding of the types of immune responses needed for protection, added to the difficulty of identifying, selecting and producing the appropriate protective antigens from a parasite with a genome of well over five thousand genes and to the frequent need to enhance the immunogenicity of purified antigens through the use of novel adjuvants or delivery systems. Insufficient clinical trial capacity and normative research functions such as local ethical committee reviews also contribute to slow down the development process. This article attempts to summarize the state of the art of malaria vaccine development.
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Affiliation(s)
- Marc P Girard
- University Paris 7, 39 rue Seignemartin, FR-69008 Lyon, France.
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1746
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Douglas CJ. Editorial: Plant biotechnology: Thoughts on the current scene. Biotechnol J 2006. [DOI: 10.1002/biot.200690121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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1747
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Abstract
Synthetic biology is interpreted as the engineering-driven building of increasingly complex biological entities for novel applications. Encouraged by progress in the design of artificial gene networks, de novo DNA synthesis and protein engineering, we review the case for this emerging discipline. Key aspects of an engineering approach are purpose-orientation, deep insight into the underlying scientific principles, a hierarchy of abstraction including suitable interfaces between and within the levels of the hierarchy, standardization and the separation of design and fabrication. Synthetic biology investigates possibilities to implement these requirements into the process of engineering biological systems. This is illustrated on the DNA level by the implementation of engineering-inspired artificial operations such as toggle switching, oscillating or production of spatial patterns. On the protein level, the functionally self-contained domain structure of a number of proteins suggests possibilities for essentially Lego-like recombination which can be exploited for reprogramming DNA binding domain specificities or signaling pathways. Alternatively, computational design emerges to rationally reprogram enzyme function. Finally, the increasing facility of de novo DNA synthesis-synthetic biology's system fabrication process-supplies the possibility to implement novel designs for ever more complex systems. Some of these elements have merged to realize the first tangible synthetic biology applications in the area of manufacturing of pharmaceutical compounds.
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Affiliation(s)
- Matthias Heinemann
- ETH Zurich, Bioprocess Laboratory, Institute of Process Engineering Universitätsstrasse 6, 8092 Zurich, Switzerland
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1748
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Pfleger BF, Pitera DJ, Newman JD, Martin VJJ, Keasling JD. Microbial sensors for small molecules: development of a mevalonate biosensor. Metab Eng 2006; 9:30-8. [PMID: 17002894 DOI: 10.1016/j.ymben.2006.08.002] [Citation(s) in RCA: 70] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2006] [Accepted: 08/02/2006] [Indexed: 11/26/2022]
Abstract
We describe a novel biosensor strain for detection and quantification of a small molecule, mevalonate. The biosensor strain is an Escherichia coli mevalonate auxotroph that expresses the green fluorescent protein and reports on the mevalonate concentration in the growth medium through a change in growth rate. A model describing the growth rate dependence on mevalonate was developed in order to use the biosensor strain for high-throughput screening (HTS) and quantitative measurement of mevalonate in the extracellular environment. In general, this method should be applicable to the quantification of any small molecule for which an auxotroph can be developed and will be useful for HTS of evolved metabolic pathways for which there is no readily available screen or selection.
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Affiliation(s)
- Brian F Pfleger
- Department of Chemical Engineering, University of California-Berkeley, Berkeley, CA 94720-1462, USA
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1749
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New routes to antimalarials? Nat Rev Drug Discov 2006. [DOI: 10.1038/nrd2043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
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