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Barturen G, Rueda A, Oliver JL, Hackenberg M. MethylExtract: High-Quality methylation maps and SNV calling from whole genome bisulfite sequencing data. F1000Res 2013; 2:217. [PMID: 24627790 PMCID: PMC3938178 DOI: 10.12688/f1000research.2-217.v2] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/19/2014] [Indexed: 01/10/2023] Open
Abstract
Whole genome methylation profiling at a single cytosine resolution is now feasible due to the advent of high-throughput sequencing techniques together with bisulfite treatment of the DNA. To obtain the methylation value of each individual cytosine, the bisulfite-treated sequence reads are first aligned to a reference genome, and then the profiling of the methylation levels is done from the alignments. A huge effort has been made to quickly and correctly align the reads and many different algorithms and programs to do this have been created. However, the second step is just as crucial and non-trivial, but much less attention has been paid to the final inference of the methylation states. Important error sources do exist, such as sequencing errors, bisulfite failure, clonal reads, and single nucleotide variants. We developed
MethylExtract, a user friendly tool to: i) generate high quality, whole genome methylation maps and ii) detect sequence variation within the same sample preparation. The program is implemented into a single script and takes into account all major error sources.
MethylExtract detects variation (SNVs – Single Nucleotide Variants) in a similar way to
VarScan, a very sensitive method extensively used in SNV and genotype calling based on non-bisulfite-treated reads. The usefulness of
MethylExtract is shown by means of extensive benchmarking based on artificial bisulfite-treated reads and a comparison to a recently published method, called
Bis-SNP. MethylExtract is able to detect SNVs within High-Throughput Sequencing experiments of bisulfite treated DNA at the same time as it generates high quality methylation maps. This simultaneous detection of DNA methylation and sequence variation is crucial for many downstream analyses, for example when deciphering the impact of SNVs on differential methylation. An exclusive feature of
MethylExtract, in comparison with existing software, is the possibility to assess the bisulfite failure in a statistical way. The source code, tutorial and artificial bisulfite datasets are available at
http://bioinfo2.ugr.es/MethylExtract/ and
http://sourceforge.net/projects/methylextract/, and also permanently accessible from
10.5281/zenodo.7144.
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Affiliation(s)
- Guillermo Barturen
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
| | - Antonio Rueda
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
| | - José L Oliver
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
| | - Michael Hackenberg
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
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Barturen G, Rueda A, Oliver JL, Hackenberg M. MethylExtract: High-Quality methylation maps and SNV calling from whole genome bisulfite sequencing data. F1000Res 2013; 2:217. [PMID: 24627790 DOI: 10.12688/f1000research.2-217.v1] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 10/09/2013] [Indexed: 01/30/2023] Open
Abstract
Whole genome methylation profiling at a single cytosine resolution is now feasible due to the advent of high-throughput sequencing techniques together with bisulfite treatment of the DNA. To obtain the methylation value of each individual cytosine, the bisulfite-treated sequence reads are first aligned to a reference genome, and then the profiling of the methylation levels is done from the alignments. A huge effort has been made to quickly and correctly align the reads and many different algorithms and programs to do this have been created. However, the second step is just as crucial and non-trivial, but much less attention has been paid to the final inference of the methylation states. Important error sources do exist, such as sequencing errors, bisulfite failure, clonal reads, and single nucleotide variants. We developed MethylExtract, a user friendly tool to: i) generate high quality, whole genome methylation maps and ii) detect sequence variation within the same sample preparation. The program is implemented into a single script and takes into account all major error sources. MethylExtract detects variation (SNVs - Single Nucleotide Variants) in a similar way to VarScan, a very sensitive method extensively used in SNV and genotype calling based on non-bisulfite-treated reads. The usefulness of MethylExtract is shown by means of extensive benchmarking based on artificial bisulfite-treated reads and a comparison to a recently published method, called Bis-SNP. MethylExtract is able to detect SNVs within High-Throughput Sequencing experiments of bisulfite treated DNA at the same time as it generates high quality methylation maps. This simultaneous detection of DNA methylation and sequence variation is crucial for many downstream analyses, for example when deciphering the impact of SNVs on differential methylation. An exclusive feature of MethylExtract, in comparison with existing software, is the possibility to assess the bisulfite failure in a statistical way. The source code, tutorial and artificial bisulfite datasets are available at http://bioinfo2.ugr.es/MethylExtract/ and http://sourceforge.net/projects/methylextract/, and also permanently accessible from 10.5281/zenodo.7144.
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Affiliation(s)
- Guillermo Barturen
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
| | - Antonio Rueda
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
| | - José L Oliver
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
| | - Michael Hackenberg
- Dpto. de Genética, Facultad de Ciencias, Universidad de Granada, Granada, 18071, Spain ; Lab. de Bioinformática, Inst. de Biotecnología, Centro de Investigación Biomédica, Granada, 18016, Spain
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Liu W, Lei J, Liu Y, Slavkovic Lukic D, Räthe AM, Bao Q, Kehl T, Bleiholder A, Hechler T, Löchelt M. Feline foamy virus-based vectors: advantages of an authentic animal model. Viruses 2013; 5:1702-18. [PMID: 23857307 PMCID: PMC3738957 DOI: 10.3390/v5071702] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2013] [Revised: 06/13/2013] [Accepted: 06/25/2013] [Indexed: 02/07/2023] Open
Abstract
New-generation retroviral vectors have potential applications in vaccination and gene therapy. Foamy viruses are particularly interesting as vectors, because they are not associated to any disease. Vector research is mainly based on primate foamy viruses (PFV), but cats are an alternative animal model, due to their smaller size and the existence of a cognate feline foamy virus (FFV). The potential of replication-competent (RC) FFV vectors for vaccination and replication-deficient (RD) FFV-based vectors for gene delivery purposes has been studied over the past years. In this review, the key achievements and functional evaluation of the existing vectors from in vitro cell culture systems to out-bred cats will be described. The data presented here demonstrate the broad application spectrum of FFV-based vectors, especially in pathogen-specific prophylactic and therapeutic vaccination using RD vectors in cats and in classical gene delivery. In the cat-based system, FFV-based vectors provide an advantageous platform to evaluate and optimize the applicability, efficacy and safety of foamy virus (FV) vectors, especially the understudied aspect of FV cell and organ tropism.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Martin Löchelt
- Department of Genome Modifications, Research Program Infection and Cancer, German Cancer Research Center, Im Neuenheimer Feld 242, 69120 Heidelberg, Germany; E-Mails: (W.L.); (J.L.); (Y.L.); (D.S.L.); (A.-M.R.); (Q.B.); (T.K.); (A.B.); (T.H.)
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Abstract
Foamy virus (FV) vectors are efficient gene delivery vehicles that have shown great promise for gene therapy in preclinical animal models. FVs or spumaretroviruses are not endemic in humans, but are prevalent in nonhuman primates and in other mammals. They have evolved means for efficient horizontal transmission in their host species without pathology. FV vectors have several unique properties that make them well suited for therapeutic gene transfer including a desirable safety profile, a broad tropism, a large transgene capacity, and the ability to persist in quiescent cells. They mediate efficient and stable gene transfer to hematopoietic stem cells (HSCs) in mouse models, and in the canine large animal model. Analysis of FV vector integration sites in vitro and in hematopoietic repopulating cells shows they have a unique integration profile, and suggests they may be safer than gammaretroviruses or lentiviral vectors. Here, properties of FVs relevant to the safety and efficacy of FV vectors are discussed. The development of FV vector systems is described, and studies evaluating their potential in vitro, and in small and large animal models, is reviewed.
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Affiliation(s)
- Grant D Trobridge
- Fred Hutchinson Cancer Research Center, Seattle, WA 98109-1024, USA.
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Liu W, Backes P, Löchelt M. Importance of the major splice donor and redefinition of cis-acting sequences of gutless feline foamy virus vectors. Virology 2009; 394:208-17. [PMID: 19775717 DOI: 10.1016/j.virol.2009.08.028] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2009] [Revised: 08/07/2009] [Accepted: 08/19/2009] [Indexed: 12/18/2022]
Abstract
Foamy virus vectors are potent alternatives to lenti- and gamma-retroviral vectors for gene therapy. To construct and optimize gutless feline foamy virus (FFV) replication-deficient (RD) vectors, viral elements essential for optimal efficient marker gene transduction were characterized and fine-mapped and packaging clones constructed. For these purposes, new Gag and Pol expression clones which allow efficient expression of packaging proteins and vectors carrying deletions in coding and non-coding regions of the genome were constructed and functionally evaluated. These studies demonstrate that the 5' major splice donor (5' SD) is indispensable for RD vectors while defined mutations introduced to inactivate the gag start codon improve transgene delivery efficiency. Based on these findings, new gutless FFV vectors were generated yielding un-concentrated vector titers above 10(5) transducing units (TU)/ml. By minimizing the second cis-acting sequence in the pol gene, only 3.8 kb viral sequences are maintained in the novel gutless FFV RD vectors.
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Affiliation(s)
- Weibin Liu
- Division of Genome Modifications and Carcinogenesis, Focus Infection and Cancer, German Cancer Research Center, (F020), Im Neuenheimer Feld 242, 69120 Heidelberg, Germany
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Bastone P, Romen F, Liu W, Wirtz R, Koch U, Josephson N, Langbein S, Löchelt M. Construction and characterization of efficient, stable and safe replication-deficient foamy virus vectors. Gene Ther 2007; 14:613-20. [PMID: 17203107 DOI: 10.1038/sj.gt.3302890] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
As serious side effects affected recent virus-mediated gene transfer studies, novel vectors with improved safety profiles are urgently needed. In the present study, replication-deficient retroviral vectors based on feline foamy virus (FFV) were constructed and analyzed. The novel FFV vectors are devoid of almost the complete env gene plus the internal promoter - accessory bel gene cassette including the gene for the viral transcriptional transactivator Bel1/Tas. In these Bel1/Tas-independent vectors, expression of the lacZ (beta-galactosidase) marker gene is directed by the heterologous, constitutively active human ubiquitin C promoter (ubi). Env-transcomplemented vectors have un-concentrated titers of more than 10(5) transducing units/ml. The vectors allow efficient transduction of a broad array of diverse target cells, which can be increased by repeated vector exposure. However, the number of lacZ marker gene expressing cells decreased slightly upon serial passages of the transduced cells. Vectors carrying a self-inactivating (SIN) deletion of the TATA box and most parts of the viral promoter were not rescued by wt FFV whereas those with the intact or a partially deleted promoter were readily reactivated. This finding indicates that the viral promoters are in fact non-functional, pointing to a highly advantageous safety profile of these new FFV-ubi-lacZ-SIN vectors.
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Affiliation(s)
- P Bastone
- Abt. Genomveränderungen und Karzinogenese, Forschungsschwerpunkt Infektion und Krebs, Deutsches Krebsforschungszentrum, Heidelberg, Germany
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