TY - JOUR A1 - Staiger, Christine A1 - Cadot, Sidney A1 - Kooter, Raul A1 - Dittrich, Marcus A1 - Müller, Tobias A1 - Klau, Gunnar W. A1 - Wessels, Lodewyk F. A. T1 - A Critical Evaluation of Network and Pathway-Based Classifiers for Outcome Prediction in Breast Cancer JF - PLoS One N2 - Recently, several classifiers that combine primary tumor data, like gene expression data, and secondary data sources, such as protein-protein interaction networks, have been proposed for predicting outcome in breast cancer. In these approaches, new composite features are typically constructed by aggregating the expression levels of several genes. The secondary data sources are employed to guide this aggregation. Although many studies claim that these approaches improve classification performance over single genes classifiers, the gain in performance is difficult to assess. This stems mainly from the fact that different breast cancer data sets and validation procedures are employed to assess the performance. Here we address these issues by employing a large cohort of six breast cancer data sets as benchmark set and by performing an unbiased evaluation of the classification accuracies of the different approaches. Contrary to previous claims, we find that composite feature classifiers do not outperform simple single genes classifiers. We investigate the effect of (1) the number of selected features; (2) the specific gene set from which features are selected; (3) the size of the training set and (4) the heterogeneity of the data set on the performance of composite feature and single genes classifiers. Strikingly, we find that randomization of secondary data sources, which destroys all biological information in these sources, does not result in a deterioration in performance of composite feature classifiers. Finally, we show that when a proper correction for gene set size is performed, the stability of single genes sets is similar to the stability of composite feature sets. Based on these results there is currently no reason to prefer prognostic classifiers based on composite features over single genes classifiers for predicting outcome in breast cancer. KW - modules KW - protein-interaction networks KW - expression signature KW - classification KW - set KW - metastasis KW - stability KW - survival KW - database KW - markers Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-131323 VL - 7 IS - 4 ER - TY - JOUR A1 - Weiße, Sebastian A1 - Heddergott, Niko A1 - Heydt, Matthias A1 - Pflästerer, Daniel A1 - Maier, Timo A1 - Haraszti, Tamas A1 - Grunze, Michael A1 - Engstler, Markus A1 - Rosenhahn, Axel T1 - A Quantitative 3D Motility Analysis of Trypanosoma brucei by Use of Digital In-line Holographic Microscopy JF - PLoS One N2 - We present a quantitative 3D analysis of the motility of the blood parasite Trypanosoma brucei. Digital in-line holographic microscopy has been used to track single cells with high temporal and spatial accuracy to obtain quantitative data on their behavior. Comparing bloodstream form and insect form trypanosomes as well as mutant and wildtype cells under varying external conditions we were able to derive a general two-state-run-and-tumble-model for trypanosome motility. Differences in the motility of distinct strains indicate that adaption of the trypanosomes to their natural environments involves a change in their mode of swimming. KW - african trypanosomes KW - actin cortex KW - flagellum KW - tracking KW - surface KW - models Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-130666 VL - 7 IS - 5 ER - TY - JOUR A1 - Jahn, Daniel A1 - Schramm, Sabine A1 - Schnölzer, Martina A1 - Heilmann, Clemens J. A1 - de Koster, Chris G. A1 - Schütz, Wolfgang A1 - Benavente, Ricardo A1 - Alsheimer, Manfred T1 - A truncated lamin A in the Lmna\(^{−/−}\) mouse line: Implications for the understanding of laminopathies JF - Nucleus N2 - During recent years a number of severe clinical syndromes, collectively termed laminopathies, turned out to be caused by various, distinct mutations in the human LMNA gene. Arising from this, remarkable progress has been made to unravel the molecular pathophysiology underlying these disorders. A great benefit in this context was the generation of an A-type lamin deficient mouse line (Lmna\(^{−/−}\)) by Sullivan and others,1 which has become one of the most frequently used models in the field and provided profound insights to many different aspects of A-type lamin function. Here, we report the unexpected finding that these mice express a truncated Lmna gene product on both transcriptional and protein level. Combining different approaches including mass spectrometry, we precisely define this product as a C-terminally truncated lamin A mutant that lacks domains important for protein interactions and post-translational processing. Based on our findings we discuss implications for the interpretation of previous studies using Lmna\(^{−/−}\) mice and the concept of human laminopathies. KW - nuclear organization KW - A-type lamins KW - LMNA mutations KW - laminopathies KW - nuclear envelope KW - nuclear lamina Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-127281 VL - 3 IS - 5 ER - TY - JOUR A1 - Zirkel, J. A1 - Cecil, A. A1 - Schäfer, F. A1 - Rahlfs, S. A1 - Ouedraogo, A. A1 - Xiao, K. A1 - Sawadogo, S. A1 - Coulibaly, B. A1 - Becker, K. A1 - Dandekar, T. T1 - Analyzing Thiol-Dependent Redox Networks in the Presence of Methylene Blue and Other Antimalarial Agents with RT-PCR-Supported in silico Modeling JF - Bioinformatics and Biology Insights N2 - BACKGROUND: In the face of growing resistance in malaria parasites to drugs, pharmacological combination therapies are important. There is accumulating evidence that methylene blue (MB) is an effective drug against malaria. Here we explore the biological effects of both MB alone and in combination therapy using modeling and experimental data. RESULTS: We built a model of the central metabolic pathways in P. falciparum. Metabolic flux modes and their changes under MB were calculated by integrating experimental data (RT-PCR data on mRNAs for redox enzymes) as constraints and results from the YANA software package for metabolic pathway calculations. Several different lines of MB attack on Plasmodium redox defense were identified by analysis of the network effects. Next, chloroquine resistance based on pfmdr/and pfcrt transporters, as well as pyrimethamine/sulfadoxine resistance (by mutations in DHF/DHPS), were modeled in silico. Further modeling shows that MB has a favorable synergism on antimalarial network effects with these commonly used antimalarial drugs. CONCLUSIONS: Theoretical and experimental results support that methylene blue should, because of its resistance-breaking potential, be further tested as a key component in drug combination therapy efforts in holoendemic areas. KW - methylene blue KW - malaria KW - elementary mode analysis KW - drug KW - resistance KW - combination therapy KW - pathway KW - metabolic flux Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-123751 N1 - This is an open access article. Unrestricted non-commercial use is permitted provided the original work is properly cited. VL - 6 ER - TY - JOUR A1 - Tomei, Sara A1 - Adams, Sharon A1 - Uccellini, Lorenzo A1 - Bedognetti, Davide A1 - De Giorgi, Valeria A1 - Erdenebileg, Narnygerel A1 - Libera Ascierto, Maria A1 - Reinboth, Jennifer A1 - Liu, Qiuzhen A1 - Bevilacqua, Generoso A1 - Wang, Ena A1 - Mazzanti, Chiara A1 - Marincola, Francesco M. T1 - Association between HRAS rs12628 and rs112587690 polymorphisms with the risk of melanoma in the North American population JF - Medical Oncology N2 - HRAS belongs to the RAS genes superfamily. RAS genes are important players in several human tumors and the single-nucleotide polymorphism rs12628 has been shown to contribute to the risk of bladder, colon, gastrointestinal, oral, and thyroid carcinoma. We hypothesized that this SNP may affect the risk of cutaneous melanoma as well. HRAS gene contains a polymorphic region (rs112587690), a repeated hexanucleotide -GGGCCT- located in intron 1. Three alleles of this region, P1, P2, and P3, have been identified that contain two, three, and four repeats of the hexanucleotide, respectively. We investigated the clinical impact of these polymorphisms in a case–control study. A total of 141 melanoma patients and 118 healthy donors from the North America Caucasian population were screened for rs12628 and rs112587690 polymorphisms. Genotypes were assessed by capillary sequencing or fragment analysis, respectively, and rs12628 CC and rs112587690 P1P1 genotypes significantly associated with increased melanoma risk (OR = 3.83, p = 0.003; OR = 11.3, p = 0.033, respectively), while rs112587690 P1P3 frequency resulted significantly higher in the control group (OR = 0.5, p = 0.017). These results suggest that rs12628 C homozygosis may be considered a potential risk factor for melanoma development in the North American population possibly through the linkage to rs112587690. KW - HRAS KW - polymorphism KW - melanoma KW - rs12628 KW - rs112587690 Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-126834 VL - 29 IS - 5 ER - TY - JOUR A1 - El-Keredy, Amira A1 - Schleyer, Michael A1 - König, Christian A1 - Ekim, Aslihan A1 - Gerber, Bertram T1 - Behavioural Analyses of Quinine Processing in Choice, Feeding and Learning of Larval Drosophila JF - PLoS One N2 - Gustatory stimuli can support both immediate reflexive behaviour, such as choice and feeding, and can drive internal reinforcement in associative learning. For larval Drosophila, we here provide a first systematic behavioural analysis of these functions with respect to quinine as a study case of a substance which humans report as "tasting bitter". We describe the dose-effect functions for these different kinds of behaviour and find that a half-maximal effect of quinine to suppress feeding needs substantially higher quinine concentrations (2.0 mM) than is the case for internal reinforcement (0.6 mM). Interestingly, in previous studies (Niewalda et al. 2008, Schipanski et al 2008) we had found the reverse for sodium chloride and fructose/sucrose, such that dose-effect functions for those tastants were shifted towards lower concentrations for feeding as compared to reinforcement, arguing that the differences in dose-effect function between these behaviours do not reflect artefacts of the types of assay used. The current results regarding quinine thus provide a starting point to investigate how the gustatory system is organized on the cellular and/or molecular level to result in different behavioural tuning curves towards a bitter tastant. KW - honeybees KW - chemosensory system KW - bitter taste KW - melanogaster KW - receptor KW - reward KW - brain KW - organization KW - architecture KW - perception Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-130811 VL - 7 IS - 7 ER - TY - JOUR A1 - Kessler, Michael A1 - Hertel, Dietrich A1 - Jungkunst, Hermann F. A1 - Kluge, Jürgen A1 - Abrahamczyk, Stefan A1 - Bos, Merijn A1 - Buchori, Damayanti A1 - Gerold, Gerhard A1 - Gradstein, S. Robbert A1 - Köhler, Stefan A1 - Leuschner, Christoph A1 - Moser, Gerald A1 - Pitopang, Ramadhanil A1 - Saleh, Shahabuddin A1 - Schulze, Christian H. A1 - Sporn, Simone G. A1 - Steffan-Dewenter, Ingolf A1 - Tjitrosoedirdjo, Sri S. A1 - Tscharntke, Teja T1 - Can Joint Carbon and Biodiversity Management in Tropical Agroforestry Landscapes Be Optimized? JF - PLoS One N2 - Managing ecosystems for carbon storage may also benefit biodiversity conservation, but such a potential 'win-win' scenario has not yet been assessed for tropical agroforestry landscapes. We measured above-and below-ground carbon stocks as well as the species richness of four groups of plants and eight of animals on 14 representative plots in Sulawesi, Indonesia, ranging from natural rainforest to cacao agroforests that have replaced former natural forest. The conversion of natural forests with carbon stocks of 227-362 Mg C ha\(^{-1}\) to agroforests with 82-211 Mg C ha\(^{-1}\) showed no relationships to overall biodiversity but led to a significant loss of forest-related species richness. We conclude that the conservation of the forest-related biodiversity, and to a lesser degree of carbon stocks, mainly depends on the preservation of natural forest habitats. In the three most carbon-rich agroforestry systems, carbon stocks were about 60% of those of natural forest, suggesting that 1.6 ha of optimally managed agroforest can contribute to the conservation of carbon stocks as much as 1 ha of natural forest. However, agroforestry systems had comparatively low biodiversity, and we found no evidence for a tight link between carbon storage and biodiversity. Yet, potential win-win agroforestry management solutions include combining high shade-tree quality which favours biodiversity with cacao-yield adapted shade levels. KW - forest soils KW - stocks KW - diversity KW - sequestration KW - conversion KW - balance KW - root Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-132016 VL - 7 IS - 10 ER - TY - JOUR A1 - Schokraie, Elham A1 - Warnken, Uwe A1 - Hotz-Wagenblatt, Agnes A1 - Grohme, Markus A. A1 - Hengherr, Steffen A1 - Förster, Frank A1 - Schill, Ralph O. A1 - Frohme, Marcus A1 - Dandekar, Thomas A1 - Schnölzer, Martina T1 - Comparative proteome analysis of Milnesium tardigradum in early embryonic state versus adults in active and anhydrobiotic state JF - PLoS One N2 - Tardigrades have fascinated researchers for more than 300 years because of their extraordinary capability to undergo cryptobiosis and survive extreme environmental conditions. However, the survival mechanisms of tardigrades are still poorly understood mainly due to the absence of detailed knowledge about the proteome and genome of these organisms. Our study was intended to provide a basis for the functional characterization of expressed proteins in different states of tardigrades. High-throughput, high-accuracy proteomics in combination with a newly developed tardigrade specific protein database resulted in the identification of more than 3000 proteins in three different states: early embryonic state and adult animals in active and anhydrobiotic state. This comprehensive proteome resource includes protein families such as chaperones, antioxidants, ribosomal proteins, cytoskeletal proteins, transporters, protein channels, nutrient reservoirs, and developmental proteins. A comparative analysis of protein families in the different states was performed by calculating the exponentially modified protein abundance index which classifies proteins in major and minor components. This is the first step to analyzing the proteins involved in early embryonic development, and furthermore proteins which might play an important role in the transition into the anhydrobiotic state. KW - life-span regulation KW - genes KW - Yolk protein KW - water stress KW - expression KW - tolerance KW - richtersius coronifer KW - superoxide-dismutase KW - caenorhabditis elegans KW - arabidopsis thaliana KW - vitellogenin Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-134447 VL - 7 IS - 9 ER - TY - JOUR A1 - Schartl, Manfred A1 - Kneitz, Susanne A1 - Wilde, Brigitta A1 - Wagner, Toni A1 - Henkel, Christiaan V. A1 - Spaink, Hermann P. A1 - Meierjohann, Svenja T1 - Conserved expression signatures between medaka and human pigment cell tumors N2 - Aberrations in gene expression are a hallmark of cancer cells. Differential tumor-specific transcript levels of single genes or whole sets of genes may be critical for the neoplastic phenotype and important for therapeutic considerations or useful as biomarkers. As an approach to filter out such relevant expression differences from the plethora of changes noted in global expression profiling studies, we searched for changes of gene expression levels that are conserved. Transcriptomes from massive parallel sequencing of different types of melanoma from medaka were generated and compared to microarray datasets from zebrafish and human melanoma. This revealed molecular conservation at various levels between fish models and human tumors providing a useful strategy for identifying expression signatures strongly associated with disease phenotypes and uncovering new melanoma molecules. KW - Biologie Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-75848 ER - TY - JOUR A1 - Krueger, Beate A1 - Friedrich, Torben A1 - Förster, Frank A1 - Bernhardt, Jörg A1 - Gross, Roy A1 - Dandekar, Thomas T1 - Different evolutionary modifications as a guide to rewire two-component systems JF - Bioinformatics and Biology Insights N2 - Two-component systems (TCS) are short signalling pathways generally occurring in prokaryotes. They frequently regulate prokaryotic stimulus responses and thus are also of interest for engineering in biotechnology and synthetic biology. The aim of this study is to better understand and describe rewiring of TCS while investigating different evolutionary scenarios. Based on large-scale screens of TCS in different organisms, this study gives detailed data, concrete alignments, and structure analysis on three general modification scenarios, where TCS were rewired for new responses and functions: (i) exchanges in the sequence within single TCS domains, (ii) exchange of whole TCS domains; (iii) addition of new components modulating TCS function. As a result, the replacement of stimulus and promotor cassettes to rewire TCS is well defined exploiting the alignments given here. The diverged TCS examples are non-trivial and the design is challenging. Designed connector proteins may also be useful to modify TCS in selected cases. KW - histidine kinase KW - connector KW - Mycoplasma KW - engineering KW - promoter KW - sensor KW - response regulator KW - synthetic biology KW - sequence alignment Y1 - 2012 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-123647 N1 - This is an open access article. Unrestricted non-commercial use is permitted provided the original work is properly cited. VL - 6 ER -