| Functional
Genome Analysis (B070) Deutsches Krebsforschungszentrum, Im Neuenheimer Feld 580 D-69120 Heidelberg, Germany. |
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Data
warehouse and analysis algorithms ... Currently, there are more than 13,000 hybridisation experiments stored. |
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Multi-Conditional
Hybridisation Intensity Processing System (M-CHiPS) Initial data analysis software tools and an appropriately structured database were developed by Kurt Fellenberg in close collaboration with Martin Vingron and went live in 1999. From this work resulted the M-CHiPS data warehouse and analysis software package, which was designed and implemented by Kurt Fellenberg. Apart from our own projects, the package is being used by various external partners and other groups elsewhere. .. Currently, the data warehouse holds results of more than 13,000 experiments. .. The Multi-Conditional Hybridisation Intensity Processing System (M-CHiPS) is a data warehouse, which provides a structure suitable for statistical analysis of a microarray database's entire content, including components such as the experimental and clinical annotations, for example. The storage concept is flexible and accounts for future developments. For each organism, there is a specific database. Although these databases may contain different ontologies of experimental and other annotations, they share the same structure and therefore can be accessed by the very same statistical algorithms. An ontology-independent structure enables ontology-updates during normal database operation, avoiding structure-alterations. .. |
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Prevention
and diagnosis of pancreatic cancer![]() ![]() ![]()
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Pancreatic
cancer has a dismal prognosis due the
late presentation of the tumours and the absence of satisfactory
therapeutic
options for advanced disease. Surgical resection of early tumours or
preneoplastic lesions represents the only curative approach. It is
currently
difficult to identify early stages of the tumour and preneoplastic
lesions.
Once in an advanced stage, there are no diagnostic means for a risk
stratification of patients concerning prognosis or responsiveness to
therapy. Joining forces with leading groups in German and European pancreatic cancer research and industry, we aim at establishing novel molecular diagnostic approaches for the prevention, early diagnosis and risk stratification of pancreatic cancer. These approaches will be developed based on large-scale transcriptome, genome and proteome analyses that have been performed by members of the consortium in the recent years, e.g. in two subsequent EU-funded Concerted Actions. During these earlier projects, the relevant protocols and processes have been optimised and adjusted between the partners and common standards have been established. In addition, the current network of clinicians, clinical researchers and basic research groups was formed. On this basis, molecular techniques are used as part of a close local collaboration with the Surgery Department of Heidelberg University, within the national NGFN translational PaCaNet consortium on pancreatic cancer and the EU-funded MolDiagPaCa consortium for the detection and characterisation of cancer cells or preneoplastic cells in minimal amounts of clinical tissue (fine needle biopsies) or fluidic (pancreatic/duodenal juice or serum) samples. The tools applied in these studies include transcript and epigenetic analyses, single or multiple marker protein studies, DNA/RNA PCR analyses, serum proteomics and molecular imaging (see also tumour analyses). The projects take advantage of well characterised clinical samples such as serum, urine, fine needle aspirates and surgically resected materials of pancreatic cancer patients that were and are collected in participating clinical centers as well as multi-national European trials such as ESPAC or EUROPAC. Eventually, prospective clinical trials of novel diagnostic tools developed in the projects will be designed and started. |
Identification of
malignancy factors by analysing cystic tumours of the pancreas
![]() ![]() ![]() The diversity in the
aggressiveness of cystic tumours of the pancreas – ranging from the
usually
benign serous cystadenoma to lesions of variable degrees of malignancy
– was
utilised for the identification of molecular factors that are involved
in the
occurrence of malignancy. We analysed the transcript profiles of
different
cystic tumour types. Variations could be identified that could be
critical for
the regulation of malignancy and thus relevant to the treatment of also
the
majority of pancreatic tumours. The results
were confirmed at the protein level by immunohistochemistry.
Also, functional studies with siRNA silencing were performed.
Expression variations at the RNA and
protein level were identified that are closely correlated with the
degree of
malignancy. Besides, all tumours could be classified effectively by
this means.
Many of the identified factors had not previously been known to be
associated
with malignant cystic lesions. SiRNA silencing of the gene with the
most
prominent variation – the anti-apoptotic factor FASTK (Fas-activated
Serine/Threonine Kinase) – revealed a regulative effect on several
genes known
to be relevant to the development of tumours. Figure legend: correspondence cluster analysis of transcript profiles. In the resulting biplot, each hybridisation of an individual sample is depicted as a coloured square. Genes that exhibited significantly differential transcription levels are shown as black dots. The closer the co-localisation of two spots (both genes and tumours) the higher is the degree of association between them. Also, guidelines are displayed in the diagram. They are calculated from the data and point to the positions of virtual genes, which exhibit a variation in one tumour entity only. The closer a depicted gene lies to one of these guidelines and the further its distance to the centroid the better its expression is described by the respective ideal profile. All genes that are not significantly differentially transcribed are located close to the centroid of the lines but are not shown for clarity. In (a), a cluster analysis is shown of normal pancreatic tissue, all cystic tumours combined and ductal adenocarcinoma. Panel (b) presents the results obtained for the cystic tumours alone. As a consequence of the normalisation process, only the median of the controls is shown in the diagram as a single red circle instead of the individual hybridisation events. In (d), a close-up of the data is shown, which were generated with the IPMC, MCA and MCAC samples. Panel (c), finally, presents a combination of the data with a colour-code added that indicated the tendency of malignancy of the respective tumour types: blue, non-malignant; red, highly malignant. Bauer et al. (2009) Pancreatology 9, 34-44. ![]() |
Effect of
Artesunate on pancreatic cancer cells
![]() ![]()
![]() The paucity of curative therapies for pancreatic cancer has translated into an overall 5-year survival rate of less than 5%, underscoring a desperate need for new therapeutic options. Artesunate (ART) is clinically used as anti-malarial agent. It has recently revealed remarkable anti-tumour activity. However, the mechanisms underlying those activities in pancreatic cancer were not yet known. We evaluated the anti-tumour activity of Artesunate and the possible underlying mechanisms in pancreatic cancer. MiaPaCa-2 (poorly differentiated) and BxPC-3 (moderately differentiated) pancreatic cancer cell lines were treated with Artesunate. The effect was monitored by evaluating cell viability, apoptosis and the generation of transcript profiles. Our results provide in vitro evidence for the therapeutic utility of Artesunate in pancreatic cancer. Moreover, we identified Artesunate as a novel topoisomerase II-alpha inhibitor that inhibits pancreatic cancer growth through modulation of multiple signaling pathways. The analysis is a starting point for the generation of hypotheses and a more detailed dissection of the functional role of individual proteins for the activity of Artesunate in tumour cells. Youns et al. (2009) Biochem. Pharmacol. 78, 273-283. Youns et al. (2009) Drug Discov. Ther. 3, 200-207. |
Transcriptional
Analyses in Trypanosoma brucei
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The life
cycle of Trypanosoma brucei
involves
adaptation to a variety of conditions in the host and Tsetse fly. The
successive changes in morphology, biochemistry and plasma membrane
proteins, some
of which also involve cell cycle arrest, are still very poorly
understood. Many
of these changes are likely to be directed by changes in mRNA abundance
and
translation, and over two decades of effort have now been expended in
the
identification of stage-specific mRNAs. Because of technical
limitations,
however, most of the transcripts identified have been rather abundant,
and the
regulation studied has mainly been restricted to the rapidly-dividing
long
slender bloodstream and procyclic forms. Given the
relatively small size of the T.
brucei
genome, there is a good prospect of a complete exploration of its
genome by
microarray analyses. This will allow identification of lower-abundance
regulated transcripts, and (using amplification methods) the study of
the
transcriptome of the less accessible forms found in the Tsetse fly. One
format
for the analysis is to perform genome-wide expression studies on
genomic
instead of gene-specific fragments. Such arrays have several intrinsic
advantages. Overall genome representation is usually good in shotgun
libraries
with comparatively little variation across the genome. Thus, even if
randomly
selected clone inserts are used as probes, there should be good
coverage and
relatively little redundancy. Also, not only coding but also intergenic
regions
can be studied, for example in chromatin immunoprecipitation
experiments.
Insert amplification can be performed with a single primer pair and
functional
analyses can actually precede sequencing. |
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Analysis of gene
expression in Trypanosoma brucei
gambienseHuman
African Trypanosomiasis (HAT) is
a disease that exists in two forms. The acute form is caused by T. b. rhodesiense (observed in The low
sensitivity of the diagnostic
techniques associated to the low parasitaemia that characterizes T. b. gambiense infections lead
permanently to residual human reservoir of trypanosomes in HAT foci
after
medical surveys. Moreover, the treatment of T.
b. gambiense infections requires toxic drugs that are also less
effective
in the late stage of the disease. This ineffective treatment is
strengthens by
the emergency of parasite strains resistant to the most available drug
(Melarsoprol). Since treatment of HAT is harsh and sometimes
ineffective, the
vaccine approach is probably a good perspective for trypanosomiasis
prevention.
Until now, there is no prospective vaccine for HAT despite the fact
that
investigations on vaccine have been a goal for nearly a century. With the
resurgence of HAT, it is
important to improve the control of this disease by undertaking studies
that
may lead to the discovery of new genes essential for the survival of
trypanosomes. These genes could be targeted further for drugs, vaccine
or
diagnostic tools. The considerable differences between T.
b. gambiense and the others T.
brucei sub-species should be most likely the result of changes at
the nucleotide
sequences or in gene expression. We are analysing gene expression in T. b. gambiense using DNA-microarrays,
which were produced on the basis of the shotgun clones made for
sequencing. The
identification of sub-species specific gene expression variations could
greatly
facilitate the generation and testing of hypotheses on the mechanism of
human
serum resistance in T. b. gambiense,
the key factors to its ability to infect human. |
Transcriptional
profiling of Arabidopsis thaliana
.![]() ![]() Global transcriptional profiling in Arabidopsis thaliana was started in the EU-funded PPMdb-network and extended as part of the German ZIGIA consortium. Analyses were initially performed on a set of some 13,000 non-redundant EST-clones combined from the EST-clone collection of the Institut National de la Recherche Agronomique (Versailles, France) and the MSU EST-clone collection obtained from the Arabidopsis Biological Resource Center at the Ohio State University (Columbus, USA). Current analyses are performed on a set of 50mer oligonucleotides, representing the relevant gene set. Various conditions have been studied. One initial area of emphasis was the analysis of pathogen responses, done in collaboration with Nikolaus Schlaich and Alan Slusarenko of the RWTH Aachen. Current studies are performed in a local collaboration with Florian Haas and Rüdiger Hell of the Heidelberg Institute for Plant Science (HIP) at Heidelberg University. They aim at the elucidation of the effects of mitochondrial serine acetyltransferase functions on cysteine synthesis in plant cells. At the cellular level, cysteine synthesis in plants is entirely different from that in non-photosynthetic eukaryotes. Wambutt et al. (2000) J. Biotechnol. 78, 281-292. . Haas et al. (2008) Plant Physiol. 148, 1055-1067. ----------------------------------------------------------------- other publications and patents |
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