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1.
Brief Bioinform ; 22(4)2021 07 20.
Artigo em Inglês | MEDLINE | ID: mdl-33320934

RESUMO

Chromatin immunoprecipitation followed by next-generation sequencing (ChIP-seq) is recognized as an extremely powerful tool to study the interaction of numerous transcription factors and other chromatin-associated proteins with DNA. The core problem in the optimization of ChIP-seq protocol and the following computational data analysis is that a 'true' pattern of binding events for a given protein factor is unknown. Computer simulation of the ChIP-seq process based on 'a-priory known binding template' can contribute to a drastically reduce the number of wet lab experiments and finally help achieve radical optimization of the entire processing pipeline. We present a newly developed ChIP-sequencing simulation algorithm implemented in the novel software, in silico ChIP-seq (isChIP). We demonstrate that isChIP closely approximates real ChIP-seq protocols and is able to model data similar to those obtained from experimental sequencing. We validated isChIP using publicly available datasets generated for well-characterized transcription factors Oct4 and Sox2. Although the novel software is compatible with the Illumina protocols by default, it can also successfully perform simulations with a number of alternative sequencing platforms such as Roche454, Ion Torrent and SOLiD as well as model ChIP -Exo. The versatility of isChIP was demonstrated through modelling a wide range of binding events, including those of transcription factors and chromatin modifiers. We also performed a comparative analysis against a few existing ChIP-seq simulators and showed the fundamental superiority of our model. Due to its ability to utilize known binding templates, isChIP can potentially be employed to help investigators choose the most appropriate analytical software through benchmarking of available ChIP-seq programs and optimize the experimental parameters of ChIP-seq protocol. isChIP software is freely available at https://github.com/fnaumenko/isChIP.


Assuntos
Algoritmos , Sequenciamento de Cromatina por Imunoprecipitação , Simulação por Computador , Software
3.
Med Hypotheses ; 85(5): 686-9, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26319641

RESUMO

Gene delivery to human somatic cells is a well-established therapeutic strategy to treat a variety of diseases. In addition, gene transfer to human cells is required to generate human induced pluripotent cells and also to eliminate tumorigenic undifferentiated cells in many types of stem-cell derived transplantation material. The expression of transgenes in these medical technologies is often required only in some of the recipient cells and only in specific limited time-windows, with inappropriately located or untimely expressed transgenes presenting a risk of undesired collateral effects. Unfortunately, current gene transfer procedures commonly result in a number of cells in the patient's body containing fragments of transferred genetic material which are either not therapeutically necessary at all, are no longer necessary or are necessary but in some other cells. Such transgenic material in the patient, created as a by-product of the chosen therapeutic procedure, constitutes, in fact, 'genetic litter', that is, persisting potentially-hazardous foreign genetic material which is neither required therapeutically nor explicitly chosen by an informed and free-willing person as an artificial body element. Wider use and more frequent administration of gene and cell therapy in the future are likely to give greater prominence to the issue of misdelivered genetic medicines and of their unwanted remainders accumulating in human bodies. Thus, novel DNA templates, which, on the one hand, are capable of providing transgene expression over broad time-windows, and, on the other hand, do not leave unwanted permanent 'genetic traces', are required. I propose that the problem of 'genetic litter' in patients' bodies can be addressed through the employment of a new type of gene vectors delivering DNA-based transgenic modules with pre-programmed self-destruction. Such vectors could deliver therapeutic DNA cargo and then execute self-liquidation through pre-scheduled activation of co-delivered genome editing tools, such as CRISPR/Cas9 nucleases, specific for the DNA to be eliminated. In this model, all unnecessary transgenic DNA is edited away precisely at a desired time point. Activity of the gene correction apparatus for the specific and effective destruction of transgenic DNA could be turned on by well-timed external signals or could be triggered through intracellular sensors of particular epigenetic signatures. It is expected that the employment of the proposed DNA-based gene vectors equipped with a transgene self-destruct mechanism can extend the safe and ethical application of gene and cell therapy to a broader range of curative and lifestyle-choice medical treatments, e.g., full body prophylactic gene therapy of cancer.


Assuntos
DNA/genética , Transgenes , Vetores Genéticos , Humanos , Modelos Teóricos
4.
Artif Intell Med ; 63(1): 1-6, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25547266

RESUMO

BACKGROUND: Gene delivery in vivo that is tightly focused on the intended target cells is essential to maximize the benefits of gene therapy and to reduce unwanted side-effects. Cell surface markers are immediately available for probing by therapeutic gene vectors and are often used to direct gene transfer with these vectors to specific target cell populations. However, it is not unusual for the choice of available extra-cellular markers to be too scarce to provide a reliable definition of the desired therapeutically relevant set of target cells. Therefore, interrogation of intra-cellular determinants of cell-specificity, such as tissue-specific transcription factors, can be vital in order to provide detailed cell-guiding information to gene vector particles. An important improvement in cell-specific gene delivery can be achieved through auto-buildup in vector homing efficiency using intelligent 'self-focusing' of swarms of vector particles on target cells. Vector self-focusing was previously suggested to rely on the release of diffusible chemo-attractants after a successful target-specific hit by 'scout' vector particles. HYPOTHESIS: I hypothesize that intelligent self-focusing behaviour of swarms of cell-targeted therapeutic gene vectors can be accomplished without the employment of difficult-to-use diffusible chemo-attractants, instead relying on the intra-swarm signalling through cells expressing a non-diffusible extra-cellular receptor for the gene vectors. In the proposed model, cell-guiding information is gathered by the 'scout' gene vector particles, which: (1) attach to a variety of cells via a weakly binding (low affinity) receptor; (2) successfully facilitate gene transfer into these cells; (3) query intra-cellular determinants of cell-specificity with their transgene expression control elements and (4) direct the cell-specific biosynthesis of a vector-encoded strongly binding (high affinity) cell-surface receptor. Free members of the vector swarm loaded with therapeutic cargo are then attracted to and internalized into the intended target cells via the expressed cognate strongly binding extra-cellular receptor, causing escalation of gene transfer into these cells and increasing the copy number of the therapeutic gene expression modules. Such self-focusing swarms of gene vectors can be either homogeneous, with 'scout' and 'therapeutic' members of the swarm being structurally identical, or, alternatively, heterogeneous (split), with 'scout' and 'therapeutic' members of the swarm being structurally specialized. CONCLUSIONS: It is hoped that the proposed self-focusing cell-targeted gene vector swarms with receptor-mediated intra-swarm signalling could be particularly effective in 'top-up' gene delivery scenarios, achieving high-level and sustained expression of therapeutic transgenes that are prone to shut-down through degradation and silencing. Crucially, in contrast to low-precision 'general location' vector guidance by diffusible chemo-attractants, ear-marking non-diffusible receptors can provide high-accuracy targeting of therapeutic vector particles to the specific cell, which has undergone a 'successful cell-specific hit' by a 'scout' vector particle. Opportunities for cell targeting could be expanded, since in the proposed model of self-focusing it could be possible to probe a broad selection of intra-cellular determinants of cell-specificity and not just to rely exclusively on extra-cellular markers of cell-specificity. By employing such self-focusing gene vectors for the improvement of cell-targeted delivery of therapeutic genes, e.g., in cancer therapy or gene addition therapy of recessive genetic diseases, it could be possible to broaden a leeway for the reduction of the vector load and, consequently, to minimize undesired vector cytotoxicity, immune reactions, and the risk of inadvertent genetic modification of germline cells in genetic treatment in vivo.


Assuntos
Marcação de Genes/métodos , Técnicas de Transferência de Genes , Terapia Genética/métodos , Vetores Genéticos , Nanomedicina/métodos , Transdução de Sinais/genética , Transgenes , Animais , Regulação da Expressão Gênica , Marcação de Genes/efeitos adversos , Técnicas de Transferência de Genes/efeitos adversos , Terapia Genética/efeitos adversos , Humanos , Receptores de Superfície Celular/genética , Receptores de Superfície Celular/metabolismo , Receptores Citoplasmáticos e Nucleares/genética , Receptores Citoplasmáticos e Nucleares/metabolismo , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo
5.
Med Hypotheses ; 83(2): 211-6, 2014 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-24854575

RESUMO

Tightly controlled spatial localisation of therapeutic gene delivery is essential to maximize the benefits of somatic gene therapy in vivo and to reduce its undesired effects on the 'bystander' cell populations, most importantly germline cells. Indeed, complete ethical assurance of somatic gene therapy can only be achieved with ultra-targeted gene delivery, which excludes the risk of inadvertent germline gene transfer. Thus, it is desired to supplement existing strategies of physical focusing and biological (cell-specific) targeting of gene delivery with an additional principle for the rigid control over spread of gene transfer within the body. In this paper I advance the concept of 'combinatorial' targeting of therapeutic gene transfer in vivo. I hypothesize that it is possible to engineer complex gene delivery vector systems consisting of several components, each one of them capable of independent spread within the human body but incapable of independent facilitation of gene transfer. As the gene delivery augmented by such split vector systems would be reliant on the simultaneous availability of all the vector system components at a predetermined body site, it is envisaged that higher order reaction kinetics required for the assembly of the functional gene transfer configuration would sharpen spatial localisation of gene transfer via curtailing the blurring effect of the vector spread within the body. A particular implementation of such split vector system could be obtained through supplementing a viral therapeutic gene vector with a separate auxiliary vector carrying a non-integrative and non-replicative form of a gene (e.g., mRNA) coding for a cellular receptor of the therapeutic vector component. Gene-transfer-enabling components of the vector system, which would be delivered separately from the vector component loaded with the therapeutic gene cargo, could also be cell-membrane-insertion-proficient receptors, elements of artificial transmembrane channels capable of nucleic acid transfer or, perhaps, factors modifying existing cellular transmembrane channels (e.g., gap-junctional hemichannels) to serve as conduits for gene entry. In general, there are four possibilities for gene transfer in vivo using a split vector system: (1) simultaneous delivery of a mixture of the vector components to the same body site; (2) sequential delivery of the vector components to the same body site; (3) simultaneous delivery of the vector components to separate body sites; (4) sequential delivery of the vector components to separate body sites. It is hoped that, once experimentally confirmed, the combinatorial principle for tight control over localisation of gene transfer could be the critical element in attaining complete assurance of gene non-delivery to germline cells in somatic gene therapy in vivo.


Assuntos
Marcação de Genes/métodos , Técnicas de Transferência de Genes , Terapia Genética/ética , Terapia Genética/métodos , Vetores Genéticos/genética , Humanos , Modelos Genéticos
6.
J Mol Med (Berl) ; 91(7): 825-37, 2013 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-23756766

RESUMO

Choroideremia (CHM) is an X-linked retinal degeneration of photoreceptors, the retinal pigment epithelium (RPE) and choroid caused by loss of function mutations in the CHM/REP1 gene that encodes Rab escort protein 1. As a slowly progressing monogenic retinal degeneration with a clearly identifiable phenotype and a reliable diagnosis, CHM is an ideal candidate for gene therapy. We developed a serotype 2 adeno-associated viral vector AAV2/2-CBA-REP1, which expresses REP1 under control of CMV-enhanced chicken ß-actin promoter (CBA) augmented by a Woodchuck hepatitis virus post-transcriptional regulatory element. We show that the AAV2/2-CBA-REP1 vector provides strong and functional transgene expression in the D17 dog osteosarcoma cell line, CHM patient fibroblasts and CHM mouse RPE cells in vitro and in vivo. The ability to transduce human photoreceptors highly effectively with this expression cassette was confirmed in AAV2/2-CBA-GFP transduced human retinal explants ex vivo. Electroretinogram (ERG) analysis of AAV2/2-CBA-REP1 and AAV2/2-CBA-GFP-injected wild-type mouse eyes did not show toxic effects resulting from REP1 overexpression. Subretinal injections of AAV2/2-CBA-REP1 into CHM mouse retinas led to a significant increase in a- and b-wave of ERG responses in comparison to sham-injected eyes confirming that AAV2/2-CBA-REP1 is a promising vector suitable for choroideremia gene therapy in human clinical trials.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/genética , Coroideremia/genética , Dependovirus/genética , Técnicas de Transferência de Genes , Retina/metabolismo , Animais , Linhagem Celular Tumoral , Células Cultivadas , DNA Complementar/genética , Cães , Feminino , Fibroblastos/metabolismo , Humanos , Camundongos , Camundongos Transgênicos
7.
3 Biotech ; 3(1): 61-70, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-28324350

RESUMO

Large-scale production of plasmid DNA to prepare therapeutic gene vectors or DNA-based vaccines requires a suitable bacterial host, which can stably maintain the plasmid DNA during industrial cultivation. Plasmid loss during bacterial cell divisions and structural changes in the plasmid DNA can dramatically reduce the yield of the desired recombinant plasmid DNA. While generating an HIV-based gene vector containing a bicistronic expression cassette 5'-Olig2cDNA-IRES-dsRed2-3', we encountered plasmid DNA instability, which occurred in homologous recombination deficient recA1 Escherichia coli strain Stbl2 specifically during large-scale bacterial cultivation. Unexpectedly, the new recombinant plasmid was structurally changed or completely lost in 0.5 L liquid cultures but not in the preceding 5 mL cultures. Neither the employment of an array of alternative recA1 E. coli plasmid hosts, nor the lowering of the culture incubation temperature prevented the instability. However, after the introduction of this instability-prone plasmid into the recA13E. coli strain Stbl3, the transformed bacteria grew without being overrun by plasmid-free cells, reduction in the plasmid DNA yield or structural changes in plasmid DNA. Thus, E. coli strain Stbl3 conferred structural and maintenance stability to the otherwise instability-prone lentivirus-based recombinant plasmid, suggesting that this strain can be used for the faithful maintenance of similar stability-compromised plasmids in large-scale bacterial cultivations. In contrast to Stbl2, which is derived wholly from the wild type isolate E. coli K12, E. coli Stbl3 is a hybrid strain of mixed E. coli K12 and E. coli B parentage. Therefore, we speculate that genetic determinants for the benevolent properties of E. coli Stbl3 for safe plasmid propagation originate from its E. coli B ancestor.

8.
Med Hypotheses ; 78(5): 632-5, 2012 May.
Artigo em Inglês | MEDLINE | ID: mdl-22356834

RESUMO

The cell-specific and long-term expression of therapeutic transgenes often requires a full array of native gene control elements including distal enhancers, regulatory introns and chromatin organisation sequences. The delivery of such extended gene expression modules to human cells can be accomplished with non-viral high-molecular-weight DNA vectors, in particular with several classes of linear DNA vectors. All high-molecular-weight DNA vectors are susceptible to damage by shear stress, and while for some of the vectors the harmful impact of shear stress can be minimised through the transformation of the vectors to compact topological configurations by supercoiling and/or knotting, linear DNA vectors with terminal loops or covalently attached terminal proteins cannot be self-compacted in this way. In this case, the only available self-compacting option is self-entangling, which can be defined as the folding of single DNA molecules into a configuration with mutual restriction of molecular motion by the individual segments of bent DNA. A negatively charged phosphate backbone makes DNA self-repulsive, so it is reasonable to assume that a certain number of 'sticky points' dispersed within DNA could facilitate the entangling by bringing DNA segments into proximity and by interfering with the DNA slipping away from the entanglement. I propose that the spontaneous entanglement of vector DNA can be enhanced by the interlacing of the DNA with sites capable of mutual transient attachment through the formation of non-B-DNA forms, such as interacting cruciform structures, inter-segment triplexes, slipped-strand DNA, left-handed duplexes (Z-forms) or G-quadruplexes. It is expected that the non-B-DNA based entanglement of the linear DNA vectors would consist of the initial transient and co-operative non-B-DNA mediated binding events followed by tight self-ensnarement of the vector DNA. Once in the nucleoplasm of the target human cells, the DNA can be disentangled by type II topoisomerases. The technology for such self-entanglement can be an avenue for the improvement of gene delivery with high-molecular-weight naked DNA using therapeutically important methods associated with considerable shear stress. Priority applications include in vivo muscle electroporation and sonoporation for Duchenne muscular dystrophy patients, aerosol inhalation to reach the target lung cells of cystic fibrosis patients and bio-ballistic delivery to skin melanomas with the vector DNA adsorbed on gold or tungsten projectiles.


Assuntos
Técnicas de Transferência de Genes , Vetores Genéticos/administração & dosagem , Vetores Genéticos/uso terapêutico , Sítios de Ligação/genética , DNA de Forma B/química , DNA de Forma B/genética , Terapia Genética/métodos , Vetores Genéticos/química , Vetores Genéticos/genética , Humanos , Modelos Genéticos , Peso Molecular , Conformação de Ácido Nucleico
9.
J Gene Med ; 14(3): 158-68, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-22228595

RESUMO

BACKGROUND: Choroideremia (CHM) is a progressive X-linked degeneration of three ocular layers: photoreceptors, retinal pigment epithelium (RPE) and choroid, caused by the loss of Rab Escort Protein-1 (REP1). As a recessive monogenic disorder, CHM is potentially curable by gene addition therapy. The present study aimed to evaluate the potential use of lentiviral vectors carrying CHM/REP1 cDNA transgene for CHM treatment. METHODS: We generated lentiviral vectors carrying either CHM/REP1 cDNA or EGFP transgene under the control of the elongation factor-1α promoter (EF-1α) or its shortened version EFS. We transduced human (HT1080) and dog (D17) cells, CHM patient's fibroblasts and mouse primary RPE cells in vitro, as well as wild-type and CHM mouse retinas in vivo by subretinal injections. Transgene expression was confirmed by immunoblotting, fluorescence-activated cell sorting, immunofluorescence and confocal microscopy. CHM/REP1 transgene functionality was assessed by an in vitro prenylation assay. RESULTS: Lentiviral vectors with CHM/REP1 and EGFP transgenes efficiently transduced HT1080, D17 and CHM fibroblast cells; CHM/REP1 transgene lead to an increase in prenylation activity. Subretinal injections of lentiviral vectors into mouse retinas resulted in efficient transduction of the RPE (30-35% of total RPE cells transduced after a 1-µl injection), long-term expression for at least 6 months and a decrease in amount of unprenylated Rabs in the CHM RPE. Transduction of neuroretinal cells was restricted to the injection site. CONCLUSIONS: Lentiviral CHM/REP1 cDNA transgene rescues the prenylation defect in CHM mouse RPE and thus could be used to restore REP1 activity in the RPE of CHM patients.


Assuntos
Proteínas Adaptadoras de Transdução de Sinal/metabolismo , Coroideremia/metabolismo , Coroideremia/terapia , Terapia Genética/métodos , Epitélio Pigmentado da Retina/metabolismo , Proteínas Adaptadoras de Transdução de Sinal/genética , Animais , Coroideremia/genética , DNA Complementar/genética , Fibroblastos , Vetores Genéticos/genética , Lentivirus , Camundongos , Transdução Genética
10.
Curr Gene Ther ; 11(6): 466-78, 2011 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-22023476

RESUMO

Plasmids are circular or linear DNA molecules propagated extra-chromosomally in bacteria. Evolution shaped plasmids are inherently mosaic structures with individual functional units represented by distinct segments in the plasmid genome. The patchwork of plasmid genetic modules is a convenient template and a model for the generation of artificial plasmids used as vehicles for gene delivery into human cells. Plasmid gene vectors are an important tool in gene therapy and in basic biomedical research, where these vectors offer efficient transgene expression in many settings in vitro and in vivo. Plasmid vectors can be attached to nuclear directing ligands or transferred by electroporation as naked DNA to deliver the payload genes to the nuclei of the target cells. Transgene expression silencing by plasmid sequences of bacterial origin and immune stimulation by bacterial unmethylated CpG motifs can be avoided by the generation of plasmid-based minimized DNA vectors, such as minicircles. Systems of efficient site-specific integration into human chromosomes and stable episomal maintenance in human cells are being developed for further reduction of the chances for transgene silencing. The successful generation of plasmid vectors is governed by a number of vector design rules, some of which are common to all gene vectors, while others are specific to plasmid vectors. This review is focused both on the guiding principles and on the technical know-how of plasmid gene vector design.


Assuntos
Terapia Genética/métodos , Vetores Genéticos , Plasmídeos , Bactérias/genética , Cromossomos Humanos , Ilhas de CpG , Eletroporação , Expressão Gênica , Marcadores Genéticos , Humanos , Transgenes
11.
Med Hypotheses ; 74(4): 702-4, 2010 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-19914006

RESUMO

Minimized derivatives of bacterial plasmids with removed bacterial backbones are promising vectors for the efficient delivery and for the long-term expression of therapeutic genes. The absence of the bacterial plasmid backbone, a known inducer of innate immune response and a known silencer of transgene expression, provides a partial explanation for the high efficiency of gene transfer using minimized DNA vectors. Supercoiled minicircle DNA is a type of minimized DNA vector obtained via intra-plasmid recombination in bacteria. Minicircle vectors seem to get an additional advantage from their physical compactness, which reduces DNA damage due to the mechanical stress during gene delivery. An independent topological means for DNA compression is knotting, with some knotted DNA isoforms offering superior compactness. I propose that, firstly, knotted DNA can be a suitable compact DNA form for the efficient transfection of a range of human cells with therapeutic genes, and, secondly, that knotted minimized DNA vectors without bacterial backbones ("miniknot" vectors) can surpass supercoiled minicircle DNA vectors in the efficiency of therapeutic gene delivery. Crucially, while the introduction of a single nick to a supercoiled DNA molecule leads to the loss of the compact supercoiled status, the introduction of nicks to knotted DNA does not change knotting. Tight miniknot vectors can be readily produced by the direct action of highly concentrated type II DNA topoisomerase on minicircle DNA or, alternatively, by annealing of the 19-base cohesive ends of the minimized vectors confined within the capsids of Escherichia coli bacteriophage P2 or its satellite bacteriophage P4. After reaching the nucleoplasm of the target cell, the knotted DNA is expected to be unknotted through type II topoisomerase activity and thus to become available for transcription, chromosomal integration or episomal maintenance. The hypothesis can be tested by comparing the gene transfer efficiency achieved with the proposed miniknot vectors, the minicircle vectors described previously, knotted plasmid vectors and standard plasmid vectors. Tightly-wound miniknots can be particularly useful in the gene administration procedures involving considerable forces acting on vector DNA: aerosol inhalation, jet-injection, electroporation, particle bombardment and ultrasound DNA transfer.


Assuntos
DNA Super-Helicoidal/genética , Técnicas de Transferência de Genes , Terapia Genética/métodos , Vetores Genéticos , Plasmídeos , Bactérias/genética , Bactérias/metabolismo , Núcleo Celular/genética , Núcleo Celular/metabolismo , DNA/genética , Eletroporação , Humanos , Recombinação Genética , Risco , Transfecção , Transgenes
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