RESUMEN
The REvolutionary Approaches and Devices for Nucleic Acid analysis (READNA) project received funding from the European Commission for 41/2 years. The objectives of the project revolved around technological developments in nucleic acid analysis. The project partners have discovered, created and developed a huge body of insights into nucleic acid analysis, ranging from improvements and implementation of current technologies to the most promising sequencing technologies that constitute a 3(rd) and 4(th) generation of sequencing methods with nanopores and in situ sequencing, respectively.
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Biotecnología/métodos , ADN/análisis , ADN/genética , Animales , Química Clic , Exoma/genética , Humanos , Espectrometría de Masas , Análisis de Secuencia de ADNRESUMEN
Cigarette smoking is the primary etiology of chronic obstructive pulmonary disease (COPD) and a risk factor for both lung and cardiovascular (CV) diseases, which are rarely investigated concomitantly. Although smoking cessation shows clear CV risk benefit, lung-related disease risk remains higher in former smokers than in never smokers. We sought to determine the differential molecular responses of murine respiratory tissues to better understand the toxicity pathways involved in smoking-related disease risk and those related to the benefits of smoking cessation. ApoE(-/-) mice were exposed to mainstream cigarette smoke (CS) or a smoking cessation-mimicking protocol for up to 6 months and transcriptomics analysis of nasal epithelium and lung parenchyma performed. We supported our gene expression profiling approach with standard lung histopathology and bronchoalveolar lavage fluid (BALF) analysis. Many BALF analytes involved in functions ranging from inflammation to cell proliferation and tissue remodeling were found elevated in BALF. Gene expression levels of these molecules were also increased in lung tissue, suggesting that the inflammatory response was the result of local tissue activation and the contribution of recruited inflammatory cells. Gene set enrichment analysis (GSEA) of expression data from murine lungs and nasal epithelium showed distinct activation patterns of inflammation, complement, and xenobiotic metabolism pathways during CS exposure that were deactivated upon smoking cessation. Pathways involved in cell proliferation and tissue remodeling were activated by CS and progressively deactivated upon smoke exposure cessation. Differential CS-mediated responses of pulmonary and nasal tissues reflect common mechanisms but also the varying degrees of epithelial functional specialization and exposure along the respiratory tract.
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Apolipoproteínas E/fisiología , Sistema Respiratorio/patología , Cese del Hábito de Fumar , Fumar/efectos adversos , Contaminación por Humo de Tabaco/efectos adversos , Remodelación de las Vías Aéreas (Respiratorias)/efectos de los fármacos , Animales , Apolipoproteínas E/genética , Biomarcadores , Líquido del Lavado Bronquioalveolar , Células Dendríticas/efectos de los fármacos , Femenino , Citometría de Flujo , Expresión Génica/efectos de los fármacos , Pulmón/patología , Ratones , Ratones Noqueados , Nicotina/metabolismo , Nicotina/orina , Embarazo , ARN/biosíntesis , ARN/aislamiento & purificación , Mucosa Respiratoria/patología , Transducción de Señal/efectos de los fármacos , Fumar/patología , TranscriptomaRESUMEN
BACKGROUND: Compared to classical genotyping, targeted next-generation sequencing (tNGS) can be custom-designed to interrogate entire genomic regions of interest, in order to detect novel as well as known variants. To bring down the per-sample cost, one approach is to pool barcoded NGS libraries before sample enrichment. Still, we lack a complete understanding of how this multiplexed tNGS approach and the varying performance of the ever-evolving analytical tools can affect the quality of variant discovery. Therefore, we evaluated the impact of different software tools and analytical approaches on the discovery of single nucleotide polymorphisms (SNPs) in multiplexed tNGS data. To generate our own test model, we combined a sequence capture method with NGS in three experimental stages of increasing complexity (E. coli genes, multiplexed E. coli, and multiplexed HapMap BRCA1/2 regions). RESULTS: We successfully enriched barcoded NGS libraries instead of genomic DNA, achieving reproducible coverage profiles (Pearson correlation coefficients of up to 0.99) across multiplexed samples, with <10% strand bias. However, the SNP calling quality was substantially affected by the choice of tools and mapping strategy. With the aim of reducing computational requirements, we compared conventional whole-genome mapping and SNP-calling with a new faster approach: target-region mapping with subsequent 'read-backmapping' to the whole genome to reduce the false detection rate. Consequently, we developed a combined mapping pipeline, which includes standard tools (BWA, SAMtools, etc.), and tested it on public HiSeq2000 exome data from the 1000 Genomes Project. Our pipeline saved 12 hours of run time per Hiseq2000 exome sample and detected ~5% more SNPs than the conventional whole genome approach. This suggests that more potential novel SNPs may be discovered using both approaches than with just the conventional approach. CONCLUSIONS: We recommend applying our general 'two-step' mapping approach for more efficient SNP discovery in tNGS. Our study has also shown the benefit of computing inter-sample SNP-concordances and inspecting read alignments in order to attain more confident results.
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Mapeo Cromosómico/métodos , Secuenciación de Nucleótidos de Alto Rendimiento/métodos , Polimorfismo de Nucleótido Simple/genética , Proteína BRCA1/genética , Proteína BRCA2/genética , Bases de Datos Genéticas , Exoma/genética , Femenino , Genotipo , Humanos , Masculino , Programas Informáticos , Factores de TiempoRESUMEN
Sequence capture methods for targeted next generation sequencing promise to massively reduce cost of genomics projects compared to untargeted sequencing. However, evaluated capture methods specifically dedicated to biologically relevant genomic regions are rare. Whole exome capture has been shown to be a powerful tool to discover the genetic origin of disease and provides a reduction in target size and thus calculative sequencing capacity of >90-fold compared to untargeted whole genome sequencing. For further cost reduction, a valuable complementing approach is the analysis of smaller, relevant gene subsets but involving large cohorts of samples. However, effective adjustment of target sizes and sample numbers is hampered by the limited scalability of enrichment systems. We report a highly scalable and automated method to capture a 480 Kb exome subset of 115 cancer-related genes using microfluidic DNA arrays. The arrays are adaptable from 125 Kb to 1 Mb target size and/or one to eight samples without barcoding strategies, representing a further 26 - 270-fold reduction of calculative sequencing capacity compared to whole exome sequencing. Illumina GAII analysis of a HapMap genome enriched for this exome subset revealed a completeness of >96%. Uniformity was such that >68% of exons had at least half the median depth of coverage. An analysis of reference SNPs revealed a sensitivity of up to 93% and a specificity of 98.2% or higher.
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Ensayos Analíticos de Alto Rendimiento/métodos , Neoplasias/genética , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Análisis de Secuencia de ADN/métodos , Exones , Genómica/métodos , Humanos , Polimorfismo de Nucleótido Simple , Alineación de Secuencia/métodosRESUMEN
Recent years have seen tremendous progress in next generation sequencing technologies, allowing genomic sequencing in a highly cost-effective manner. However, sample preparation for these sequencers remains a bottleneck as the human genome is too complex to be routinely resequenced. We present here an in-depth study of HybSelect, a method that can specifically enrich a large number of genes or regions of interest from any chromosomal DNA. The study used Escherichia coli K12 MG1655 as a model organism to test parameters such as method fidelity, capacity or reproducibility as a proof-of-principle.
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Escherichia coli/genética , Genes Bacterianos , Análisis de Secuencia de ADN/métodos , Reproducibilidad de los ResultadosRESUMEN
The lack of efficient high-throughput methods for enrichment of specific sequences from genomic DNA represents a key bottleneck in exploiting the enormous potential of next-generation sequencers. Such methods would allow for a systematic and targeted analysis of relevant genomic regions. Recent studies reported sequence enrichment using a hybridization step to specific DNA capture probes as a possible solution to the problem. However, so far no method has provided sufficient depths of coverage for reliable base calling over the entire target regions. We report a strategy to multiply the enrichment performance and consequently improve depth and breadth of coverage for desired target sequences by applying two iterative cycles of hybridization with microfluidic Geniom biochips. Using this strategy, we enriched and then sequenced the cancer-related genes BRCA1 and TP53 and a set of 1000 individual dbSNP regions of 500 bp using Illumina technology. We achieved overall enrichment factors of up to 1062-fold and average coverage depths of 470-fold. Combined with high coverage uniformity, this resulted in nearly complete consensus coverages with >86% of target region covered at 20-fold or higher. Analysis of SNP calling accuracies after enrichment revealed excellent concordance, with the reference sequence closely mirroring the previously reported performance of Illumina sequencing conducted without sequence enrichment.
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Marcación de Gen , Genes BRCA1 , Genes p53/genética , Genoma Humano/genética , Secuencia de Bases , Fragmentación del ADN , Humanos , Microfluídica/métodos , Hibridación de Ácido Nucleico , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Polimorfismo de Nucleótido Simple/genética , Reproducibilidad de los Resultados , Análisis de Secuencia de ADNRESUMEN
We report a flexible method for selective capture of sequence fragments from complex, eukaryotic genome libraries for next-generation sequencing based on hybridization to DNA microarrays. Using microfluidic array architecture and integrated hardware, the process is amenable to complete automation and does not introduce amplification steps into the standard library preparation workflow, thereby avoiding bias of sequence distribution and fragment lengths. We captured a discontiguous human genomic target region of 185 kb using a tiling design with 50mer probes. Analysis by high-throughput sequencing using an Illumina/Solexa 1G Genome Analyzer revealed 2150-fold enrichment with mean per base coverage between 4.6 and 107.5-fold for the individual target regions. This method represents a flexible and cost-effective approach for large-scale resequencing of complex genomes.
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Genes p53/genética , Genoma Humano/genética , Microfluídica/métodos , Análisis de Secuencia por Matrices de Oligonucleótidos/métodos , Secuencia de Bases , Fragmentación del ADN , Marcación de Gen , Genes BRCA1 , Genes BRCA2 , Biblioteca Genómica , Humanos , Hibridación de Ácido NucleicoRESUMEN
Formylation is an important part of ribosomal peptide synthesis of prokaryotes. In nonribosomal peptide synthesis, however, N-formylation is rather unusual and therefore so far unexplored. In this work, the first module of the linear gramicidin nonribosomal peptide synthetase, LgrA1, consisting of a hypothetical formylation domain, an adenylation, and a peptidyl carrier protein domain was tested for formyltransferase activity in vitro. We demonstrate here that the putative formylation domain does indeed transfer the formyl group of formyltetrahydrofolate (fH4F) onto the first amino acid valine using both cofactors N10- and N5-fH4F, respectively. Most important, the necessity of the formylated starter unit formyl-valine for the initiation of the gramicidin biosynthesis was tested by elongation assays with the bimodular system from LgrA. By omitting the formyl group donor, no condensation product of valine with the subsequent building block glycine was detected, whereas the dipeptide formyl-valyl-glycine was found when assayed in the presence of either formyl donor. The proven formylation activity of the first domain of LgrA represents a novel tailoring enzyme in nonribosomal peptide synthesis.
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Antibacterianos/biosíntesis , Bacillus/enzimología , Gramicidina/biosíntesis , Biosíntesis de Péptidos Independientes de Ácidos Nucleicos , Péptido Sintasas/metabolismo , Antibacterianos/química , Catálisis , Cromatografía Líquida de Alta Presión , Gramicidina/química , Espectrometría de Masas , Datos de Secuencia Molecular , Péptido Sintasas/químicaRESUMEN
The linear pentadecapeptide gramicidin has been reported to be assembled by four large multimodular nonribosomal peptide synthetases (NRPSs), LgrABCD, that comprise 16 modules. During biosynthesis, the N-formylated 16mer peptide is bound to the peptidyl carrier protein (PCP) of the terminal module via a thioester bond to the carboxyl group of the last amino acid glycine(16). In a first reaction the peptide is released from the protein template in an NAD(P)H-dependent reduction step catalyzed by the adjacent reductase forming an aldehyde intermediate. Here we present the biochemical proof that this aldehyde intermediate is further reduced by an aldoreductase, LgrE, in an NADPH-dependent manner to form the final product gramicidin A, N-formyl-pentadecapeptide-ethanolamine. To determine the potential use of the two reductases in the construction of hybrid NRPSs, we have tested their ability to accept a variety of different substrates in vitro. The results obtained give way to a broad spectrum of possible use.