RESUMEN
Drug repositioning identifies new indications for known drugs. Here we report repositioning of the malaria drug amodiaquine as a potential anti-cancer agent. While most repositioning efforts emerge through serendipity, we have devised a computational approach, which exploits interaction patterns shared between compounds. As a test case, we took the anti-viral drug brivudine (BVDU), which also has anti-cancer activity, and defined ten interaction patterns using our tool PLIP. These patterns characterise BVDU's interaction with its target s. Using PLIP we performed an in silico screen of all structural data currently available and identified the FDA approved malaria drug amodiaquine as a promising repositioning candidate. We validated our prediction by showing that amodiaquine suppresses chemoresistance in a multiple myeloma cancer cell line by inhibiting the chaperone function of the cancer target Hsp27. This work proves that PLIP interaction patterns are viable tools for computational repositioning and can provide search query information from a given drug and its target to identify structurally unrelated candidates, including drugs approved by the FDA, with a known safety and pharmacology profile. This approach has the potential to reduce costs and risks in drug development by predicting novel indications for known drugs and drug candidates.
Asunto(s)
Amodiaquina/farmacología , Antimaláricos/farmacología , Antineoplásicos/farmacología , Biología Computacional , Reposicionamiento de Medicamentos , Amodiaquina/química , Amodiaquina/uso terapéutico , Antimaláricos/química , Antimaláricos/uso terapéutico , Antineoplásicos/química , Antineoplásicos/uso terapéutico , Línea Celular Tumoral , Biología Computacional/métodos , Reposicionamiento de Medicamentos/métodos , Proteínas de Choque Térmico HSP27/antagonistas & inhibidores , Humanos , Ligandos , Modelos Moleculares , Conformación Molecular , Unión Proteica , Reproducibilidad de los Resultados , Relación Estructura-ActividadRESUMEN
Drug resistance is an important open problem in cancer treatment. In recent years, the heat shock protein HSP27 (HSPB1) was identified as a key player driving resistance development. HSP27 is overexpressed in many cancer types and influences cellular processes such as apoptosis, DNA repair, recombination, and formation of metastases. As a result cancer cells are able to suppress apoptosis and develop resistance to cytostatic drugs. To identify HSP27 inhibitors we follow a novel computational drug repositioning approach. We exploit a similarity between a predicted HSP27 binding site to a viral thymidine kinase to generate lead inhibitors for HSP27. Six of these leads were verified experimentally. They bind HSP27 and down-regulate its chaperone activity. Most importantly, all six compounds inhibit development of drug resistance in cellular assays. One of the leads - chlorpromazine - is an antipsychotic, which has a positive effect on survival time in human breast cancer. In summary, we make two important contributions: First, we put forward six novel leads, which inhibit HSP27 and tackle drug resistance. Second, we demonstrate the power of computational drug repositioning.
Asunto(s)
Biología Computacional/métodos , Citostáticos/farmacología , Reposicionamiento de Medicamentos/métodos , Resistencia a Antineoplásicos/efectos de los fármacos , Proteínas de Choque Térmico HSP27/antagonistas & inhibidores , Antipsicóticos/química , Antipsicóticos/farmacología , Apoptosis/efectos de los fármacos , Línea Celular Tumoral , Clorpromazina/química , Clorpromazina/farmacología , Citostáticos/química , Proteínas de Choque Térmico HSP27/metabolismo , Humanos , Simulación del Acoplamiento Molecular , Estructura Molecular , Neoplasias/metabolismo , Neoplasias/patología , Unión ProteicaRESUMEN
The Australian sheep blowfly Lucilia cuprina is a major pest for the Australian and New Zealand sheep industries. With the long-term aim of making a strain of L. cuprina suitable for a genetic control program, we previously developed a tetracycline-repressible female lethal genetic system in Drosophila. A key part of this system is a female-specific promoter from a yolk protein (yp) gene controlling expression of the tetracycline-dependent transactivator (tTA). Here we report the sequence of a 14.2 kb genomic clone from L. cuprina that contains a cluster of three complete yp genes and one partial yp gene. The Lcyp genes are specifically expressed in females that have received a protein meal. A bioinformatic analysis of the promoter of one of the yp genes (LcypA) identified several putative binding sites for DSX, a known regulator of yp gene expression in other Diptera. A transgenic strain of L. cuprina was made that contained the LcypA promoter driving the expression of the Escherichia coli lacZ reporter gene. Transgenic females express high levels of ß-galactosidase after a protein meal. Thus the LcypA promoter could be used to obtain female-specific expression of tTA in transgenic L. cuprina.
Asunto(s)
Animales Modificados Genéticamente/genética , Dípteros/genética , Proteínas del Huevo/genética , Genes de Insecto , Familia de Multigenes , Ovinos/parasitología , Secuencia de Aminoácidos , Animales , Australia , Femenino , Regulación de la Expresión Génica , Vectores Genéticos , Células Germinativas , Masculino , Datos de Secuencia Molecular , Nueva Zelanda , Transformación Genética , TransgenesRESUMEN
BACKGROUND: Germ-line transformation of insects is now a widely used method for analyzing gene function and for the development of genetically modified strains suitable for pest control programs. The most widely used transposable element for the germ-line transformation of insects is piggyBac. The site of integration of the transgene can influence gene expression due to the effects of nearby transcription enhancers or silent heterochromatic regions. Position effects can be minimized by flanking a transgene with insulator elements. The scs/scs' and gypsy insulators from Drosophila melanogaster as well as the chicken beta-globin HS4 insulator function in both Drosophila and mammalian cells. RESULTS: To minimize position effects we have created a set of piggyBac transformation vectors that contain either the scs/scs', gypsy or chicken beta-globin HS4 insulators. The vectors contain either fluorescent protein or eye color marker genes and have been successfully used for germ-line transformation of Drosophila melanogaster. A set of the scs/scs' vectors contains the coral reef fluorescent protein marker genes AmCyan, ZsGreen and DsRed that have not been optimized for translation in human cells. These marker genes are controlled by a combined GMR-3xP3 enhancer/promoter that gives particularly strong expression in the eyes. This is also the first report of the use of the ZsGreen and AmCyan reef fluorescent proteins as transformation markers in insects. CONCLUSION: The insulated piggyBac vectors should protect transgenes against position effects and thus facilitate fine control of gene expression in a wide spectrum of insect species. These vectors may also be used for transgenesis in other invertebrate species.
Asunto(s)
Animales Modificados Genéticamente/genética , Proteínas de Drosophila/genética , Drosophila melanogaster/genética , Ingeniería Genética/métodos , Vectores Genéticos/genética , Lepidópteros/genética , Transformación Genética/genética , Animales , Elementos Transponibles de ADN/genéticaRESUMEN
The Australian sheep blowfly Lucilia cuprina is the most important pest species involved in cutaneous myiasis (flystrike) of sheep in Australia and New Zealand. In New Zealand L. cuprina is primarily controlled through the application of insecticides. However, there is an increased interest in biological methods of control of this species. We have proposed to develop a genetically modified strain of L. cuprina that would be ideal for a male-only sterile release program. To that end we have developed a method for making transgenic L. cuprina using a piggyBac vector and an EGFP marker gene. We have also developed in Drosophila melanogaster a 2-component genetic system for controlling female viability. Females carrying both components of the system die unless fed a diet that contains tetracycline. We anticipate that the female-killing system will need to be optimised for L. cuprina in order to make a strain with the properties required for a male-only release program.