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"Reinhardt, Richard"
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BISMA - Fast and accurate bisulfite sequencing data analysis of individual clones from unique and repetitive sequences
2010
Background
Bisulfite sequencing is a popular method to analyze DNA methylation patterns at high resolution. A region of interest is targeted by PCR and about 20-50 subcloned DNA molecules are usually analyzed, to determine the methylation status at single CpG sites and molecule resolution.
Results
The BISMA (Bisulfite Sequencing DNA Methylation Analysis) software for analysis of primary bisulfite sequencing data implements sequencing data extraction and enhanced data processing, quality controls, analysis and presentation of the methylation state. It uses an improved strategy for detection of clonal molecules and accurate CpG site detection and it supports for the first time analysis of repetitive sequences.
Conclusions
BISMA works highly automated but still provides the user full control over all steps of the analysis. The BISMA software is freely available as an online tool for academic purposes for the analysis of bisulfite sequencing data from both unique and repetitive sequences
http://biochem.jacobs-university.de/BDPC/BISMA/
.
Journal Article
Grad-seq guides the discovery of ProQ as a major small RNA-binding protein
by
Günster, Regina
,
Vogel, Jörg
,
Otto, Andreas
in
Bacterial Proteins - metabolism
,
Biological Sciences
,
Conserved Sequence - genetics
2016
The functional annotation of transcriptomes and identification of noncoding RNA (ncRNA) classes has been greatly facilitated by the advent of next-generation RNA sequencing which, by reading the nucleotide order of transcripts, theoretically allows the rapid profiling of all transcripts in a cell. However, primary sequence per se is a poor predictor of function, as ncRNAs dramatically vary in length and structure and often lack identifiable motifs. Therefore, to visualize an informative RNA landscape of organisms with potentially new RNA biology that are emerging from microbiome and environmental studies requires the use of more functionally relevant criteria. One such criterion is the association of RNAs with functionally important cognate RNA-binding proteins. Here we analyze the full ensemble of cellular RNAs using gradient profiling by sequencing (Grad-seq) in the bacterial pathogen Salmonella enterica, partitioning its coding and noncoding transcripts based on their network of RNA–protein interactions. In addition to capturing established RNA classes based on their biochemical profiles, the Grad-seq approach enabled the discovery of an overlooked large collective of structured small RNAs that form stable complexes with the conserved protein ProQ. We show that ProQ is an abundant RNA-binding protein with a wide range of ligands and a global influence on Salmonella gene expression. Given its generic ability to chart a functional RNA landscape irrespective of transcript length and sequence diversity, Grad-seq promises to define functional RNA classes and major RNA-binding proteins in both model species and genetically intractable organisms.
Journal Article
Revealing structure and assembly cues for Arabidopsis root-inhabiting bacterial microbiota
by
Eickhorst, Thilo
,
Ver Loren van Themaat, Emiel
,
Gloeckner, Frank Oliver
in
631/326/171/1818
,
631/326/2565/855
,
631/449
2012
Roots of land plants are populated by a specific microbiota capable of modulating plant growth and development; here large-scale sequencing analysis shows that the bacterial community inhabiting
Arabidopsis
roots is influenced by soil type and plant genotype, and that plant cell-wall features serve as colonization cue for a subcommunity of the root microbiota.
Root dwellers: bacterial communities in the plant root microbiome
The association between a land plant and the soil microbes of the root microbiome is important for the plant's well-being. A deeper understanding of these microbial communities will offer opportunities to control plant growth and susceptibility to pathogens, particularly in sustainable agricultural regimes. Two groups, working separately but developing best-practice protocols in parallel, have characterized the root microbiota of the model plant
Arabidopis thaliana
. Working on two continents and with five different soil types, they reach similar general conclusions. The bacterial communities in each root compartment — the rhizosphere immediately surrounding the root and the endophytic compartment within the root — are most strongly influenced by soil type, and to a lesser degree by host genotype. In natural soils,
Arabidopsis
plants are preferentially colonized by Actinobacteria, Proteobacteria, Bacteroidetes and Chloroflexi species. And — an important point for future work —
Arabidopsis
root selectivity for soil bacteria under controlled environmental conditions mimics that of plants grown in a natural environment.
The plant root defines the interface between a multicellular eukaryote and soil, one of the richest microbial ecosystems on Earth
1
. Notably, soil bacteria are able to multiply inside roots as benign endophytes and modulate plant growth and development
2
, with implications ranging from enhanced crop productivity
3
to phytoremediation
4
. Endophytic colonization represents an apparent paradox of plant innate immunity because plant cells can detect an array of microbe-associated molecular patterns (also known as MAMPs) to initiate immune responses to terminate microbial multiplication
5
. Several studies attempted to describe the structure of bacterial root endophytes
6
; however, different sampling protocols and low-resolution profiling methods make it difficult to infer general principles. Here we describe methodology to characterize and compare soil- and root-inhabiting bacterial communities, which reveals not only a function for metabolically active plant cells but also for inert cell-wall features in the selection of soil bacteria for host colonization. We show that the roots of
Arabidopsis thaliana
, grown in different natural soils under controlled environmental conditions, are preferentially colonized by Proteobacteria, Bacteroidetes and Actinobacteria, and each bacterial phylum is represented by a dominating class or family. Soil type defines the composition of root-inhabiting bacterial communities and host genotype determines their ribotype profiles to a limited extent. The identification of soil-type-specific members within the root-inhabiting assemblies supports our conclusion that these represent soil-derived root endophytes. Surprisingly, plant cell-wall features of other tested plant species seem to provide a sufficient cue for the assembly of approximately 40% of the
Arabidopsis
bacterial root-inhabiting microbiota, with a bias for Betaproteobacteria. Thus, this root sub-community may not be
Arabidopsis
-specific but saprophytic bacteria that would naturally be found on any plant root or plant debris in the tested soils. By contrast, colonization of
Arabidopsis
roots by members of the Actinobacteria depends on other cues from metabolically active host cells.
Journal Article
An atlas of Hfq-bound transcripts reveals 3′ UTRs as a genomic reservoir of regulatory small RNAs
by
Reinhardt, Richard
,
Vogel, Jörg
,
Chao, Yanjie
in
3' Untranslated Regions - genetics
,
3′ UTR
,
ABC transporter
2012
The small RNAs associated with the protein Hfq constitute one of the largest classes of post‐transcriptional regulators known to date. Most previously investigated members of this class are encoded by conserved free‐standing genes. Here, deep sequencing of Hfq‐bound transcripts from multiple stages of growth of
Salmonella typhimurium
revealed a plethora of new small RNA species from within mRNA loci, including DapZ, which overlaps with the 3′ region of the biosynthetic gene,
dapB
. Synthesis of the DapZ small RNA is independent of DapB protein synthesis, and is controlled by HilD, the master regulator of
Salmonella
invasion genes. DapZ carries a short G/U‐rich domain similar to that of the globally acting GcvB small RNA, and uses GcvB‐like seed pairing to repress translation of the major ABC transporters, DppA and OppA. This exemplifies double functional output from an mRNA locus by the production of both a protein and an Hfq‐dependent
trans
‐acting RNA. Our atlas of Hfq targets suggests that the 3′ regions of mRNA genes constitute a rich reservoir that provides the Hfq network with new regulatory small RNAs.
Deep sequencing of Hfq‐binding RNAs isolated from
Salmonella
at different growth stages reveals that the 3′ UTR of bacterial mRNAs are a rich source of regulatory small RNAs which modulate gene expression in trans.
Journal Article
High-throughput polymorphism detection and genotyping in Brassica napus using next-generation RAD sequencing
by
Reinhardt, Richard
,
Bus, Anja
,
Hecht, Jochen
in
Animal Genetics and Genomics
,
Biomedical and Life Sciences
,
Brassica napus
2012
Background
The complex genome of rapeseed (
Brassica napus
) is not well understood despite the economic importance of the species. Good knowledge of sequence variation is needed for genetics approaches and breeding purposes. We used a diversity set of
B. napus
representing eight different germplasm types to sequence genome-wide distributed restriction-site associated DNA (RAD) fragments for polymorphism detection and genotyping.
Results
More than 113,000 RAD clusters with more than 20,000 single nucleotide polymorphisms (SNPs) and 125 insertions/deletions were detected and characterized. About one third of the RAD clusters and polymorphisms mapped to the
Brassica rapa
reference sequence. An even distribution of RAD clusters and polymorphisms was observed across the
B. rapa
chromosomes, which suggests that there might be an equal distribution over the
Brassica oleracea
chromosomes, too. The representation of Gene Ontology (GO) terms for unigenes with RAD clusters and polymorphisms revealed no signature of selection with respect to the distribution of polymorphisms within genes belonging to a specific GO category.
Conclusions
Considering the decreasing costs for next-generation sequencing, the results of our study suggest that RAD sequencing is not only a simple and cost-effective method for high-density polymorphism detection but also an alternative to SNP genotyping from transcriptome sequencing or SNP arrays, even for species with complex genomes such as
B. napus
.
Journal Article
Targeted Methylation of the Epithelial Cell Adhesion Molecule (EpCAM) Promoter to Silence Its Expression in Ovarian Cancer Cells
by
Jeltsch, Albert
,
Ragozin, Sergey
,
Reinhardt, Richard
in
Adhesion
,
Antigens, Neoplasm - genetics
,
Antigens, Neoplasm - metabolism
2014
The Epithelial Cell Adhesion Molecule (EpCAM) is overexpressed in many cancers including ovarian cancer and EpCAM overexpression correlates with decreased survival of patients. It was the aim of this study to achieve a targeted methylation of the EpCAM promoter and silence EpCAM gene expression using an engineered zinc finger protein that specifically binds the EpCAM promoter fused to the catalytic domain of the Dnmt3a DNA methyltransferase. We show that transient transfection of this construct increased the methylation of the EpCAM promoter in SKOV3 cells from 4-8% in untreated cells to 30%. Up to 48% methylation was observed in stable cell lines which express the chimeric methyltransferase. Control experiments confirmed that the methylation was dependent on the fusion of the Zinc finger and the methyltransferase domains and specific for the target region. The stable cell lines with methylated EpCAM promoter showed a 60-80% reduction of EpCAM expression as determined at mRNA and protein level and exhibited a significantly reduced cell proliferation. Our data indicate that targeted methylation of the EpCAM promoter could be an approach in the therapy of EpCAM overexpressing cancers.
Journal Article
The genome of the recently domesticated crop plant sugar beet (Beta vulgaris)
2014
A full genome sequence is presented of sugar beet
Beta vulgaris
, the first plant belonging to Caryophyllales to have its genome sequenced; spinach was sequenced to enable inter-clade comparisons, and intraspecific variation was analysed by comparative genomics of a progenitor of all beet crops and additional sugar beet accessions.
Sweet talk: the sugar beet reference genome
Industrial production of sugar from sugar beet (
Beta vulgaris
) began in Europe in the early nineteenth century, and in the intervening 200 years the sugar content of the commonly used cultivars has increased from 8% to 18%. A high-quality reference genome sequence for sugar beet is published in this issue, together with that of the related spinach plant (
Spinacia oleracea
) and assembled genomes from four additional sugar beet breeding lines. Information held in these genome sequences will be useful for the characterization of genes involved in sugar production and identification of targets for breeding efforts, as well as towards its application as a sustainable energy crop.
Sugar beet (
Beta vulgaris
ssp.
vulgaris
) is an important crop of temperate climates which provides nearly 30% of the world’s annual sugar production and is a source for bioethanol and animal feed. The species belongs to the order of Caryophylalles, is diploid with 2
n
= 18 chromosomes, has an estimated genome size of 714–758 megabases
1
and shares an ancient genome triplication with other eudicot plants
2
. Leafy beets have been cultivated since Roman times, but sugar beet is one of the most recently domesticated crops. It arose in the late eighteenth century when lines accumulating sugar in the storage root were selected from crosses made with chard and fodder beet
3
. Here we present a reference genome sequence for sugar beet as the first non-rosid, non-asterid eudicot genome, advancing comparative genomics and phylogenetic reconstructions. The genome sequence comprises 567 megabases, of which 85% could be assigned to chromosomes. The assembly covers a large proportion of the repetitive sequence content that was estimated
4
to be 63%. We predicted 27,421 protein-coding genes supported by transcript data and annotated them on the basis of sequence homology. Phylogenetic analyses provided evidence for the separation of Caryophyllales before the split of asterids and rosids, and revealed lineage-specific gene family expansions and losses. We sequenced spinach (
Spinacia oleracea
), another Caryophyllales species, and validated features that separate this clade from rosids and asterids. Intraspecific genomic variation was analysed based on the genome sequences of sea beet (
Beta vulgaris
ssp.
maritima
; progenitor of all beet crops) and four additional sugar beet accessions. We identified seven million variant positions in the reference genome, and also large regions of low variability, indicating artificial selection. The sugar beet genome sequence enables the identification of genes affecting agronomically relevant traits, supports molecular breeding and maximizes the plant’s potential in energy biotechnology.
Journal Article
cDNA Library Enrichment of Full Length Transcripts for SMRT Long Read Sequencing
by
Reinhardt, Richard
,
Schneeberger, Korbinian
,
Cartolano, Maria
in
Alternative splicing
,
Analysis
,
Annotations
2016
The utility of genome assemblies does not only rely on the quality of the assembled genome sequence, but also on the quality of the gene annotations. The Pacific Biosciences Iso-Seq technology is a powerful support for accurate eukaryotic gene model annotation as it allows for direct readout of full-length cDNA sequences without the need for noisy short read-based transcript assembly. We propose the implementation of the TeloPrime Full Length cDNA Amplification kit to the Pacific Biosciences Iso-Seq technology in order to enrich for genuine full-length transcripts in the cDNA libraries. We provide evidence that TeloPrime outperforms the commonly used SMARTer PCR cDNA Synthesis Kit in identifying transcription start and end sites in Arabidopsis thaliana. Furthermore, we show that TeloPrime-based Pacific Biosciences Iso-Seq can be successfully applied to the polyploid genome of bread wheat (Triticum aestivum) not only to efficiently annotate gene models, but also to identify novel transcription sites, gene homeologs, splicing isoforms and previously unidentified gene loci.
Journal Article
The primary transcriptome of the major human pathogen Helicobacter pylori
by
Vogel, Jörg
,
Reignier, Jérémy
,
Sharma, Cynthia M.
in
5' Untranslated Regions - genetics
,
631/208/212/2019
,
631/208/514/1949
2010
Genome sequencing of
Helicobacter pylori
has revealed the potential proteins and genetic diversity of this prevalent human pathogen, yet little is known about its transcriptional organization and noncoding RNA output. Massively parallel cDNA sequencing (RNA-seq) has been revolutionizing global transcriptomic analysis. Here, using a novel differential approach (dRNA-seq) selective for the 5′ end of primary transcripts, we present a genome-wide map of
H. pylori
transcriptional start sites and operons. We discovered hundreds of transcriptional start sites within operons, and opposite to annotated genes, indicating that complexity of gene expression from the small
H. pylori
genome is increased by uncoupling of polycistrons and by genome-wide antisense transcription. We also discovered an unexpected number of ∼60 small RNAs including the ε-subdivision counterpart of the regulatory 6S RNA and associated RNA products, and potential regulators of
cis
- and
trans
-encoded target messenger RNAs. Our approach establishes a paradigm for mapping and annotating the primary transcriptomes of many living species.
The
Helicobacter pylori
transcriptome
The bacterium
Helicobacter pylori
infects about half the human population, thriving in the acid conditions of the stomach. Most carriers are asymptomatic, but some suffer inflammation, ulcers and gastric cancer. Now, using a novel approach that selects for the 5' ends of primary transcripts, the 'primary transcriptome' — predominantly the unprocessed messenger RNAs and small non-coding RNAs — has been determined for
H. pylori
in a variety of growth conditions. With the genome sequence and protein interactome previously published, this work provides the third global reference data set for the widely used
Helicobacter
strain 26695.
The transcriptome of
Helicobacter pylori
, an important human pathogen involved in gastric ulcers and cancer, is presented. The approach establishes a model for mapping and annotating the primary transcriptomes of many living species.
Journal Article
The CsrA-FliW network controls polar localization of the dual-function flagellin mRNA in Campylobacter jejuni
2016
The widespread CsrA/RsmA protein regulators repress translation by binding GGA motifs in bacterial mRNAs. CsrA activity is primarily controlled through sequestration by multiple small regulatory RNAs. Here we investigate CsrA activity control in the absence of antagonizing small RNAs by examining the CsrA regulon in the human pathogen
Campylobacter jejuni.
We use genome-wide co-immunoprecipitation combined with RNA sequencing to show that CsrA primarily binds flagellar mRNAs and identify the major flagellin mRNA (
flaA
) as the main CsrA target. The
flaA
mRNA is translationally repressed by CsrA, but it can also titrate CsrA activity. Together with the main
C. jejuni
CsrA antagonist, the FliW protein,
flaA
mRNA controls CsrA-mediated post-transcriptional regulation of other flagellar genes. RNA-FISH reveals that
flaA
mRNA is expressed and localized at the poles of elongating cells. Polar
flaA
mRNA localization is translation dependent and is post-transcriptionally regulated by the CsrA-FliW network. Overall, our results suggest a role for CsrA-FliW in spatiotemporal control of flagella assembly and localization of a dual-function mRNA.
The CsrA protein binds to and represses translation of certain bacterial mRNAs. Here, Dugar
et al
. show for the human pathogen
Campylobacter jejuni
that the major flagellin mRNA acts as both a target and a regulatory 'sponge' for CsrA, and is localized at the cell poles in a translation-dependent manner.
Journal Article