56 research outputs found

    Physico-chemical foundations underpinning microarray and next-generation sequencing experiments

    Get PDF
    Hybridization of nucleic acids on solid surfaces is a key process involved in high-throughput technologies such as microarrays and, in some cases, next-generation sequencing (NGS). A physical understanding of the hybridization process helps to determine the accuracy of these technologies. The goal of a widespread research program is to develop reliable transformations between the raw signals reported by the technologies and individual molecular concentrations from an ensemble of nucleic acids. This research has inputs from many areas, from bioinformatics and biostatistics, to theoretical and experimental biochemistry and biophysics, to computer simulations. A group of leading researchers met in Ploen Germany in 2011 to discuss present knowledge and limitations of our physico-chemical understanding of high-throughput nucleic acid technologies. This meeting inspired us to write this summary, which provides an overview of the state-of-the-art approaches based on physico-chemical foundation to modeling of the nucleic acids hybridization process on solid surfaces. In addition, practical application of current knowledge is emphasized

    Investigating the global genomic diversity of Escherichia coli using a multi-genome DNA microarray platform with novel gene prediction strategies

    Get PDF
    <p>Abstract</p> <p>Background</p> <p>The gene content of a diverse group of 183 unique <it>Escherichia coli </it>and <it>Shigella </it>isolates was determined using the Affymetrix GeneChip<sup>® </sup><it>E. coli </it>Genome 2.0 Array, originally designed for transcriptome analysis, as a genotyping tool. The probe set design utilized by this array provided the opportunity to determine the gene content of each strain very accurately and reliably. This array constitutes 10,112 independent genes representing four individual <it>E. coli </it>genomes, therefore providing the ability to survey genes of several different pathogen types. The entire ECOR collection, 80 EHEC-like isolates, and a diverse set of isolates from our FDA strain repository were included in our analysis.</p> <p>Results</p> <p>From this study we were able to define sets of genes that correspond to, and therefore define, the EHEC pathogen type. Furthermore, our sampling of 63 unique strains of O157:H7 showed the ability of this array to discriminate between closely related strains. We found that individual strains of O157:H7 differed, on average, by 197 probe sets. Finally, we describe an analysis method that utilizes the power of the probe sets to determine accurately the presence/absence of each gene represented on this array.</p> <p>Conclusions</p> <p>These elements provide insights into understanding the microbial diversity that exists within extant <it>E. coli </it>populations. Moreover, these data demonstrate that this novel microarray-based analysis is a powerful tool in the field of molecular epidemiology and the newly emerging field of microbial forensics.</p

    Array CGH Phylogeny: How accurate are Comparative Genomic Hybridization-based trees?

    Get PDF
    <p>Abstract</p> <p>Background</p> <p>Array-based Comparative Genomic Hybridization (CGH) data have been used to infer phylogenetic relationships. However, the reliability of array CGH analysis to determine evolutionary relationships has not been well established. In most CGH work, all species and strains are compared to a single reference species, whose genome was used to design the array. In the accompanying work, we critically evaluated CGH-based phylogeny using simulated competitive hybridization data. This work showed that a limited number of conditions, principally the tree topology and placement of the reference taxon in the tree, had a strong effect on the ability to recover the correct tree topology. Here, we add to our simulation study by testing the use of CGH as a phylogenetic tool with experimental CGH data from competitive hybridizations between <it>N. crassa </it>and other <it>Neurospora </it>species. In the discussion, we add to our empirical study of <it>Neurospora </it>by reanalyzing of data from a previous CGH phylogenetic analysis of the yeast <it>sensu stricto </it>complex.</p> <p>Results</p> <p>Array ratio data for <it>Neurospora </it>and related species were normalized with loess, robust spline, and linear ratio based methods, and then used to construct Neighbor-Joining and parsimony trees. These trees were compared to published phylogenetic analyses for <it>Neurospora </it>based on multilocus sequence analysis (MLSA). For the <it>Neurospora </it>dataset, the best combination of methods resulted in recovery of the MLSA tree topology less than half the time. Our reanalysis of a yeast dataset found that trees identical to established phylogeny were recovered only by pruning taxa - including the reference taxon - from the analysis.</p> <p>Conclusion</p> <p>Our results indicate that CGH data can be problematic for phylogenetic analysis. Success fluctuates based on the methods utilized to construct the tree and the taxa included. Selective pruning of the taxa improves the results - an impractical approach for normal phylogenetic analysis. From the more successful methods we make suggestions on the normalization and post-normalization methods that work best in estimating genetic distance between taxa.</p

    Specific patterns of gene space organisation revealed in wheat by using the combination of barley and wheat genomic resources

    Get PDF
    <p>Abstract</p> <p>Background</p> <p>Because of its size, allohexaploid nature and high repeat content, the wheat genome has always been perceived as too complex for efficient molecular studies. We recently constructed the first physical map of a wheat chromosome (3B). However gene mapping is still laborious in wheat because of high redundancy between the three homoeologous genomes. In contrast, in the closely related diploid species, barley, numerous gene-based markers have been developed. This study aims at combining the unique genomic resources developed in wheat and barley to decipher the organisation of gene space on wheat chromosome 3B.</p> <p>Results</p> <p>Three dimensional pools of the minimal tiling path of wheat chromosome 3B physical map were hybridised to a barley Agilent 15K expression microarray. This led to the fine mapping of 738 barley orthologous genes on wheat chromosome 3B. In addition, comparative analyses revealed that 68% of the genes identified were syntenic between the wheat chromosome 3B and barley chromosome 3 H and 59% between wheat chromosome 3B and rice chromosome 1, together with some wheat-specific rearrangements. Finally, it indicated an increasing gradient of gene density from the centromere to the telomeres positively correlated with the number of genes clustered in islands on wheat chromosome 3B.</p> <p>Conclusion</p> <p>Our study shows that novel structural genomics resources now available in wheat and barley can be combined efficiently to overcome specific problems of genetic anchoring of physical contigs in wheat and to perform high-resolution comparative analyses with rice for deciphering the organisation of the wheat gene space.</p

    The effects of stimulus complexity on the preattentive processing of self-generated and nonself voices: an ERP study

    Get PDF
    The ability to differentiate one's own voice from the voice of somebody else plays a critical role in successful verbal self-monitoring processes and in communication. However, most of the existing studies have only focused on the sensory correlates of self-generated voice processing, whereas the effects of attentional demands and stimulus complexity on self-generated voice processing remain largely unknown. In this study, we investigated the effects of stimulus complexity on the preattentive processing of self and nonself voice stimuli. Event-related potentials (ERPs) were recorded from 17 healthy males who watched a silent movie while ignoring prerecorded self-generated (SGV) and nonself (NSV) voice stimuli, consisting of a vocalization (vocalization category condition: VCC) or of a disyllabic word (word category condition: WCC). All voice stimuli were presented as standard and deviant events in four distinct oddball sequences. The mismatch negativity (MMN) ERP component peaked earlier for NSV than for SGV stimuli. Moreover, when compared with SGV stimuli, the P3a amplitude was increased for NSV stimuli in the VCC only, whereas in the WCC no significant differences were found between the two voice types. These findings suggest differences in the time course of automatic detection of a change in voice identity. In addition, they suggest that stimulus complexity modulates the magnitude of the orienting response to SGV and NSV stimuli, extending previous findings on self-voice processing.This work was supported by Grant Numbers IF/00334/2012, PTDC/PSI-PCL/116626/2010, and PTDC/MHN-PCN/3606/2012, funded by the Fundacao para a Ciencia e a Tecnologia (FCT, Portugal) and the Fundo Europeu de Desenvolvimento Regional through the European programs Quadro de Referencia Estrategico Nacional and Programa Operacional Factores de Competitividade, awarded to A.P.P., and by FCT Doctoral Grant Number SFRH/BD/77681/2011, awarded to T.C.info:eu-repo/semantics/publishedVersio

    La responsabilité de l'Etat pour le comportement illégal de ses organes dans les pays socialistes européens

    No full text
    The Legal Aspects of State Responsibility in Socialist Countries. Because of the development of economic and commercial relations between East and West, it is indispensible to be informed of the legal regulations in vigor and any modifications in them concerning the responsibility of trading partners. The present article by Dr. E. Letowska and J. Letowski, both eminent jurists, member of the Academy of Sciences of Poland, exposes a legal problem of current interest. It is essential to have an exact knowledge of the decisions bearing on the responsibility of civil servants or employees, as well as that of the State or the Administration in the socialist countries as a whole (Poland, Hungary, Bulgaria, GDR, Czechoslovakia, Yugoslavia and the USSR) all of whom sustain commercial relations with the Western countries. The law governing responsibility in these countries is original in the sense that its regulations are grounded both in the Penal Code and in Labor Law. The article is presented in four parts including: the legal statute governing the extent of responsibility, subjects of responsibility and prejudice to individuals, conditions determining responsibility and the civil servant's responsibility. Each part affords a detailed development of the official position, illustrated by examples and numerous notes and references to known authors and theoreticians.En raison du développement des relations économiques et commerciales avec les pays socialistes européens, l'on comprend l'importance primordiale qui doit être donnée à une connaissance exacte des réglementations juridiques et de leurs modifications actuellement en vigueur dans le domaine de la responsabilité des différents partenaires. L'actualité de l'article des professeurs Dr E. Letowska et J. Letowski, tous deux éminents juristes à l'Académie des Sciences de Pologne, ne sera pas niée. Il est d'un intérêt fondamental pour la connaissance des mécanismes de la responsabilité des fonctionnaires, ou employés de l'Etat, ainsi que de l'Etat ou de l'administration dans l'ensemble des pays socialistes d'Europe (Pologne, Hongrie, Bulgarie, R.D.A., Tchécoslovaquie, Yougoslavie et U.R.S.S.) qui sont les partenaires habituels dans les relations avec les pays occidentaux. Le droit de ces pays est original en ce sens qu'il puise sa réglementation à la fois dans le droit administratif et dans le droit civil (droit pénal et droit du travail). Les auteurs exposent successivement en quatre parties : le régime juridique et l'étendue de la responsabilité ; les sujets de la responsabilité et les personnes lésées ; les conditions de la responsabilité ; la responsabilité du fonctionnaire. Chacune de ces parties développe longuement la théorie officielle et l'illustre de nombreux exemples accompagnés de très nombreuses notes et références à tous les grands auteurs et théoriciens du sujet.Letowska Ewa, Letowski J. La responsabilité de l'Etat pour le comportement illégal de ses organes dans les pays socialistes européens. In: Revue d'études comparatives Est-Ouest, vol. 8, 1977, n°1. pp. 93-129
    corecore