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Yanes O, Villanueva J, Querol E, Aviles FX. Functional Screening of Serine Protease Inhibitors in the Medical Leech Hirudo medicinalis Monitored by Intensity Fading MALDI-TOF MS. Mol Cell Proteomics 2005; 4:1602-13. [PMID: 16030009 DOI: 10.1074/mcp.m500145-mcp200] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The blood-feeding invertebrates are a rich biological source of drugs and lead compounds to treat cardiovascular diseases because they have evolved highly efficient mechanisms to feed on their hosts by blocking blood coagulation. In this work, we focused our attention on the leech Hirudo medicinalis. We performed, by "intensity fading" MALDI-TOF mass spectrometry, a comprehensive detection and functional analysis of pre-existent peptides and small proteins with the capability of binding to trypsin-like proteases related to blood coagulation. Combining "intensity fading MS" and off-line LC prefractionation allowed us to detect more than 75 molecules present in the leech extract that interact specifically with a trypsin-like protease over a sample profile of nearly 2,000 different peptides/proteins in the 2-20-kDa range. Moreover we resolved 232 individual components from the complex mixture, 13 of which have high sequence homology with previously described serine protease inhibitors. Our findings indicate that such extracts are much more complex than expected. Additionally, intensity fading MS, when complemented with LC separation strategies, seems to be a useful tool to investigate complex biological samples, establishing a new bridge between profiling, functional peptidomics, and subsequent drug discovery.
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Affiliation(s)
- Oscar Yanes
- Institut de Biotecnologia i de Biomedicina and Departament de Bioquímica, Universitat Autònoma de Barcelona, 08193 Bellaterra (Barcelona), Spain
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Laitinen OH, Airenne KJ, Hytönen VP, Peltomaa E, Mähönen AJ, Wirth T, Lind MM, Mäkelä KA, Toivanen PI, Schenkwein D, Heikura T, Nordlund HR, Kulomaa MS, Ylä-Herttuala S. A multipurpose vector system for the screening of libraries in bacteria, insect and mammalian cells and expression in vivo. Nucleic Acids Res 2005; 33:e42. [PMID: 15731335 PMCID: PMC549581 DOI: 10.1093/nar/gni042] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023] Open
Abstract
We have constructed a novel tetra-promoter vector (pBVboostFG) system that enables screening of gene/cDNA libraries for functional genomic studies. The vector enables an all-in-one strategy for gene expression in mammalian, bacterial and insect cells and is also suitable for direct use in vivo. Virus preparation is based on an improved mini Tn7 transpositional system allowing easy and fast production of recombinant baculoviruses with high diversity and negligible background. Cloning of the desired DNA fragments or libraries is based on the recombination system of bacteriophage lambda. As an example of the utility of the vector, genes or cDNAs of 18 different proteins were cloned into pBVboostFG and expressed in different hosts. As a proof-of-principle of using the vector for library screening, a chromophoric Thr65-Tyr-Gly67-stretch of enhanced green fluorescent protein was destroyed and subsequently restored by novel PCR strategy and library screening. The pBVboostFG enables screening of genome-wide libraries, thus making it an efficient new platform technology for functional genomics.
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Affiliation(s)
- Olli H. Laitinen
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Kari J. Airenne
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Vesa P. Hytönen
- Department of Biological and Environmental Science, NanoScience Center University of JyväskyläJyväskylä, Finland
| | - Erik Peltomaa
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Anssi J. Mähönen
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Thomas Wirth
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Miia M. Lind
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Kari A. Mäkelä
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Pyry I. Toivanen
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Diana Schenkwein
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Tommi Heikura
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
| | - Henri R. Nordlund
- Department of Biological and Environmental Science, NanoScience Center University of JyväskyläJyväskylä, Finland
| | - Markku S. Kulomaa
- Department of Biological and Environmental Science, NanoScience Center University of JyväskyläJyväskylä, Finland
| | - Seppo Ylä-Herttuala
- Department of Molecular Medicine and Biotechnology, A.I. Virtanen Institute, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
- Department of Medicine and Gene Therapy Unit, University of KuopioPO Box 1627 FIN-70211, Kuopio, Finland
- To whom correspondence should be addressed. Tel: +358 17 162075; Fax: +358 17 163751;
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Danesi R, de Braud F, Fogli S, de Pas TM, Di Paolo A, Curigliano G, Del Tacca M. Pharmacogenetics of anticancer drug sensitivity in non-small cell lung cancer. Pharmacol Rev 2003; 55:57-103. [PMID: 12615954 DOI: 10.1124/pr.55.1.4] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
In mammalian cells, the process of malignant transformation is characterized by the loss or down-regulation of tumor-suppressor genes and/or the mutation or overexpression of proto-oncogenes, whose products promote dysregulated proliferation of cells and extend their life span. Deregulation in intracellular transduction pathways generates mitogenic signals that promote abnormal cell growth and the acquisition of an undifferentiated phenotype. Genetic abnormalities in cancer have been widely studied to identify those factors predictive of tumor progression, survival, and response to chemotherapeutic agents. Pharmacogenetics has been founded as a science to examine the genetic basis of interindividual variation in drug metabolism, drug targets, and transporters, which result in differences in the efficacy and safety of many therapeutic agents. The traditional pharmacogenetic approach relies on studying sequence variations in candidate genes suspected of affecting drug response. However, these studies have yielded contradictory results because of the small number of molecular determinants of drug response examined, and in several cases this approach was revealed to be reductionistic. This limitation is now being overcome by the use of novel techniques, i.e., high-density DNA and protein arrays, which allow genome- and proteome-wide tumor profiling. Pharmacogenomics represents the natural evolution of pharmacogenetics since it addresses, on a genome-wide basis, the effect of the sum of genetic variants on drug responses of individuals. Development of pharmacogenomics as a new field has accelerated the progress in drug discovery by the identification of novel therapeutic targets by expression profiling at the genomic or proteomic levels. In addition to this, pharmacogenetics and pharmacogenomics provide an important opportunity to select patients who may benefit from the administration of specific agents that best match the genetic profile of the disease, thus allowing maximum activity.
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Affiliation(s)
- Romano Danesi
- Division of Pharmacology and Chemotherapy, Department of Oncology, Transplants and Advanced Technologies in Medicine, University of Pisa, Pisa, Italy.
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Gómez SM, Nishio JN, Faull KF, Whitelegge JP. The chloroplast grana proteome defined by intact mass measurements from liquid chromatography mass spectrometry. Mol Cell Proteomics 2002; 1:46-59. [PMID: 12096140 DOI: 10.1074/mcp.m100007-mcp200] [Citation(s) in RCA: 118] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Proteomics seeks to address the entire complement of protein gene products of an organism, but experimental analysis of such complex mixtures is biased against low abundance and membrane proteins. Electrospray-ionization mass spectrometry coupled with reverse-phase chromatography was used to separate and catalogue all detectable proteins in samples of photosystem II-enriched thylakoid membrane subdomains (grana) from pea and spinach. Around 90 intact mass tags were detected corresponding to approximately 40 gene products with variable post-translational covalent modifications. Provisional identity of 30 of these gene products was proposed based upon coincidence of measured mass with that calculated from genomic sequence. Analysis of isolated photosystem II complexes allowed detection and resolution of a minor population of D1 (PsbA) that was apparently palmitoylated and not detected in less purified preparations. Based upon observed +80-Da adducts, D1, D2 (PsbD), CP43 (PsbC), two Lhcbs, and PsbH were confirmed to be phosphorylated, and a new phosphoprotein was proposed to be the product of psbT. The appearance of a second +80-Da adduct on PsbH provides direct evidence for a second phosphorylation site on PsbH, complicating interpretation of its role in regulation of thylakoid membrane organization and function, including light-state transitions. Adducts of +32 Da, presumably arising from oxidative modification during illumination, were associated with more highly phosphorylated forms of PsbH implying a relationship between the two phenomena. Intact mass proteomics of organellar subfractions and more highly purified protein complexes provides increasingly detailed insights into functional genomics of photosynthetic membranes.
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Affiliation(s)
- Stephen M Gómez
- The Pasarow Mass Spectrometry Laboratory, Department of Psychiatry and Biobehavioral Sciences, The Neuropsychiatric Institute and the Department of Chemistry and Biochemistry, UCLA, Los Angeles, California 90095, USA
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