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2.
Bioinformatics ; 28(12): i7-15, 2012 Jun 15.
Article in English | MEDLINE | ID: mdl-22689781

ABSTRACT

MOTIVATION: The number of completely sequenced genomes is continuously rising, allowing for comparative analyses of genomic variation. Such analyses are often based on whole-genome alignments to elucidate structural differences arising from insertions, deletions or from rearrangement events. Computational tools that can visualize genome alignments in a meaningful manner are needed to help researchers gain new insights into the underlying data. Such visualizations typically are either realized in a linear fashion as in genome browsers or by using a circular approach, where relationships between genomic regions are indicated by arcs. Both methods allow for the integration of additional information such as experimental data or annotations. However, providing a visualization that still allows for a quick and comprehensive interpretation of all important genomic variations together with various supplemental data, which may be highly heterogeneous, remains a challenge. RESULTS: Here, we present two complementary approaches to tackle this problem. First, we propose the SuperGenome concept for the computation of a common coordinate system for all genomes in a multiple alignment. This coordinate system allows for the consistent placement of genome annotations in the presence of insertions, deletions and rearrangements. Second, we present the GenomeRing visualization that, based on the SuperGenome, creates an interactive overview visualization of the multiple genome alignment in a circular layout. We demonstrate our methods by applying them to an alignment of Campylobacter jejuni strains for the discovery of genomic islands as well as to an alignment of Helicobacter pylori, which we visualize in combination with gene expression data. AVAILABILITY: GenomeRing and example data is available at http://it.inf.uni-tuebingen.de/software/genomering/.


Subject(s)
Genomics/methods , Sequence Alignment/methods , Algorithms , Campylobacter jejuni/genetics , Genomic Islands , Helicobacter pylori/genetics , Software
3.
Bioinformatics ; 27(20): 2782-9, 2011 Oct 15.
Article in English | MEDLINE | ID: mdl-21846738

ABSTRACT

MOTIVATION: We present a method that identifies associations between amino acid changes in potentially significant sites in an alignment (taking into account several amino acid properties) with phenotypic data, through the phylogenetic mixed model. The latter accounts for the dependency of the observations (organisms). It is known from previous studies that the pathogenic aspect of many organisms may be associated with a single or just few changes in amino acids, which have a strong structural and/or functional impact on the protein. Discovering these sites is a big step toward understanding pathogenicity. Our method is able to discover such sites in proteins responsible for the pathogenic character of a group of bacteria. RESULTS: We use our method to predict potentially significant sites in the RpoS protein from a set of 209 bacteria. Several sites with significant differences in biological relevant regions were found. AVAILABILITY: Our tool is publicly available on the CRAN network at http://cran.r-project.org/ CONTACT: naya@pasteur.edu.uy SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.


Subject(s)
Sequence Alignment/methods , Sequence Analysis, Protein , Bacterial Proteins/chemistry , Bacterial Proteins/genetics , Genomics/methods , Linear Models , Phylogeny , Proteins/chemistry , Proteins/genetics , Sigma Factor/chemistry , Sigma Factor/genetics
4.
Adv Exp Med Biol ; 696: 3-15, 2011.
Article in English | MEDLINE | ID: mdl-21431541

ABSTRACT

Streptomyces coelicolor, the model species of the genus Streptomyces, presents a complex life cycle of successive morphological and biochemical changes involving the formation of substrate and aerial mycelium, sporulation and the production of antibiotics. The switch from primary to secondary metabolism can be triggered by nutrient starvation and is of particular interest as some of the secondary metabolites produced by related Streptomycetes are commercially relevant. To understand these events on a molecular basis, a reliable technical platform encompassing reproducible fermentation as well as generation of coherent transcriptomic data is required. Here, we investigate the technical basis of a previous study as reported by Nieselt et al. (BMC Genomics 11:10, 2010) in more detail, based on the same samples and focusing on the validation of the custom-designed microarray as well as on the reproducibility of the data generated from biological replicates. We show that the protocols developed result in highly coherent transcriptomic measurements. Furthermore, we use the data to predict chromosomal gene clusters, extending previously known clusters as well as predicting interesting new clusters with consistent functional annotations.


Subject(s)
Gene Expression Profiling/statistics & numerical data , Oligonucleotide Array Sequence Analysis/statistics & numerical data , Streptomyces coelicolor/genetics , Streptomyces coelicolor/metabolism , Bacteriological Techniques , Fermentation , Genes, Bacterial , Multigene Family , Reproducibility of Results , Software , Streptomyces coelicolor/growth & development
5.
Eur Arch Psychiatry Clin Neurosci ; 260 Suppl 2: S81-9, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20945070

ABSTRACT

Obstetric complications play a role in the pathophysiology of schizophrenia. However, the biological consequences during neurodevelopment until adulthood are unknown. Microarrays have been used for expression profiling in four brain regions of a rat model of neonatal hypoxia as a common factor of obstetric complications. Animals were repeatedly exposed to chronic hypoxia from postnatal (PD) day 4 through day 8 and killed at the age of 150 days. Additional groups of rats were treated with clozapine from PD 120-150. Self-spotted chips containing 340 cDNAs related to the glutamate system ("glutamate chips") were used. The data show differential (up and down) regulations of numerous genes in frontal (FR), temporal (TE) and parietal cortex (PAR), and in caudate putamen (CPU), but evidently many more genes are upregulated in frontal and temporal cortex, whereas in parietal cortex the majority of genes are downregulated. Because of their primary presynaptic occurrence, five differentially expressed genes (CPX1, NPY, NRXN1, SNAP-25, and STX1A) have been selected for comparisons with clozapine-treated animals by qRT-PCR. Complexin 1 is upregulated in FR and TE cortex but unchanged in PAR by hypoxic treatment. Clozapine downregulates it in FR but upregulates it in PAR cortex. Similarly, syntaxin 1A was upregulated in FR, but downregulated in TE and unchanged in PAR cortex, whereas clozapine downregulated it in FR but upregulated it in PAR cortex. Hence, hypoxia alters gene expression regionally specific, which is in agreement with reports on differentially expressed presynaptic genes in schizophrenia. Chronic clozapine treatment may contribute to normalize synaptic connectivity.


Subject(s)
Brain/metabolism , Carboxypeptidases/metabolism , Gene Expression Regulation/physiology , Hypoxia/pathology , Neuropeptide Y/metabolism , Receptors, Cell Surface/metabolism , Synaptosomal-Associated Protein 25/metabolism , Syntaxin 1/metabolism , Animals , Animals, Newborn , Antipsychotic Agents/pharmacology , Antipsychotic Agents/therapeutic use , Brain/drug effects , Brain/pathology , Carboxypeptidases/genetics , Clozapine/pharmacology , Clozapine/therapeutic use , Disease Models, Animal , Gene Expression Profiling/methods , Gene Expression Regulation/drug effects , Hypoxia/drug therapy , Hypoxia/physiopathology , Neural Inhibition/drug effects , Neural Inhibition/physiology , Neuropeptide Y/genetics , Oligonucleotide Array Sequence Analysis/methods , Rats , Rats, Sprague-Dawley , Receptors, Cell Surface/genetics , Synaptosomal-Associated Protein 25/genetics , Syntaxin 1/genetics
7.
Cytogenet Genome Res ; 119(3-4): 171-84, 2007.
Article in English | MEDLINE | ID: mdl-18253026

ABSTRACT

Among full autosomal trisomies, only trisomies of chromosome 21 (Down syndrome), 18 (Edwards syndrome) and 13 (Patau syndrome) are compatible with postnatal survival. But the mechanisms, how a supernumerary chromosome disrupts the normal development and causes specific phenotypes, are still not fully explained. As an alternative to gene dosage effect due to the trisomic chromosome a genome-wide transcriptional dysregulation has been postulated. The aim of this study was to define the transcriptional changes in trisomy 13, 18, and 21 during early fetal development in order to obtain more insights into the molecular etiopathology of aneuploidy. Using oligonucleotide microarrays, we analyzed whole genome expression profiles in cultured amniocytes (AC) and chorionic villus cells (CV) from pregnancies with a normal karyotype and with trisomies of human chromosomes 13, 18 and 21. We observed a low to moderate up-regulation for a subset of genes of the trisomic chromosomes. Transcriptional levels of most of the genes on the supernumerary chromosome appeared similar to the respective chromosomal pair in normal karyotypes. A subset of chromosome 21 genes including the DSCR1 gene involved in fetal heart development was consistently up-regulated in different prenatal tissues (AC, CV) of trisomy 21 fetuses whereas only minor changes were found for genes of all other chromosomes. In contrast, in trisomy 18 vigorous downstream transcriptional changes were found. Global transcriptome analysis for autosomal trisomies 13, 18, and 21 supported a combination of the two major hypotheses.


Subject(s)
Chromosomes, Human/genetics , Fetus/metabolism , Gene Expression Regulation, Developmental , Transcription, Genetic , Trisomy/genetics , Amnion/cytology , Amnion/metabolism , Cells, Cultured , Chorionic Villi/metabolism , Chromosomes, Human, Pair 13/genetics , Chromosomes, Human, Pair 18/genetics , Chromosomes, Human, Pair 21/genetics , Female , Gene Expression Profiling , Genes, Developmental , Humans , Pregnancy , Principal Component Analysis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results , Reverse Transcriptase Polymerase Chain Reaction
8.
Virology ; 177(1): 305-11, 1990 Jul.
Article in English | MEDLINE | ID: mdl-2353457

ABSTRACT

Infectious molecular clones of the human immunodeficiency virus type 2 (HIV-2) will be valuable tools for the study of regulatory gene functions and the development of an animal model for the human acquired immunodeficiency syndrome (AIDS). To this end, we have cloned and sequenced a novel HIV-2 isolate, HIV-2BEN. One clone, designated MK6, is infectious for various human T-cell lines and for human and macaque peripheral blood lymphocytes (PBL), allowing molecular studies of HIV-2 infection and replication. Since MK6 is highly cytopathic in MT-2 and Molt-4 clone 8 cells, antiviral agents and neutralizing sera may be tested. Cluster analysis of HIV-1, HIV-2, and simian immunodeficiency virus (SIV) env and gag genes revealed that HIV-2BEN yielded the earliest node of phylogenetic divergence for all reported HIV-2 sequences. Noise analysis showed that, with the current data, no specification of any branching order can be made among the four groups of primate lentiviruses, HIV-1, HIV-2/SIVSMM/MAC, SIVAGM, and SIVMND.


Subject(s)
Genes, Viral , HIV-2/genetics , Phylogeny , Proviruses/genetics , Retroviridae/genetics , Animals , Base Sequence , Cell Line , Cloning, Molecular/methods , Humans , Macaca mulatta , Molecular Sequence Data , Polymerase Chain Reaction , Primates , Restriction Mapping , Sequence Homology, Nucleic Acid , Viral Envelope Proteins/genetics
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