@misc{SrivastavaMurugaiyanGarciaetal.2020,
  author    = {Srivastava, Abhishek and Murugaiyan, Jayaseelan and Garcia, Juan A. L. and De Corte, Daniele and Hoetzinger, Matthias and Eravci, Murat and Weise, Christoph and Kumar, Yadhu and Roesler, Uwe and Hahn, Martin W. and Grossart, Hans-Peter},
  title     = {Combined Methylome, Transcriptome and Proteome Analyses Document Rapid Acclimatization of a Bacterium to Environmental Changes},
  series = {Postprints der Universit{\"a}t Potsdam : Mathematisch Naturwissenschaftliche Reihe},
  journal   = {Postprints der Universit{\"a}t Potsdam : Mathematisch Naturwissenschaftliche Reihe},
  number    = {1011},
  issn      = {1866-8372},
  doi       = {10.25932/publishup-48199},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-481993},
  pages     = {23},
  year      = {2020},
  abstract  = {Polynucleobacter asymbioticus strain QLW-P1DMWA-1T represents a group of highly successful heterotrophic ultramicrobacteria that is frequently very abundant (up to 70\% of total bacterioplankton) in freshwater habitats across all seven continents. This strain was originally isolated from a shallow Alpine pond characterized by rapid changes in water temperature and elevated UV radiation due to its location at an altitude of 1300 m. To elucidate the strain's adjustment to fluctuating environmental conditions, we recorded changes occurring in its transcriptomic and proteomic profiles under contrasting experimental conditions by simulating thermal conditions in winter and summer as well as high UV irradiation. To analyze the potential connection between gene expression and regulation via methyl group modification of the genome, we also analyzed its methylome. The methylation pattern differed between the three treatments, pointing to its potential role in differential gene expression. An adaptive process due to evolutionary pressure in the genus was deduced by calculating the ratios of non-synonymous to synonymous substitution rates for 20 Polynucleobacter spp. genomes obtained from geographically diverse isolates. The results indicate purifying selection.},
  language  = {en}
}
@article{SrivastavaMurugaiyanGarciaetal.2020,
  author    = {Srivastava, Abhishek and Murugaiyan, Jayaseelan and Garcia, Juan A. L. and De Corte, Daniele and Hoetzinger, Matthias and Eravci, Murat and Weise, Christoph and Kumar, Yadhu and Roesler, Uwe and Hahn, Martin W. and Grossart, Hans-Peter},
  title     = {Combined Methylome, Transcriptome and Proteome Analyses Document Rapid Acclimatization of a Bacterium to Environmental Changes},
  series = {Frontiers in Microbiology},
  volume    = {11},
  journal   = {Frontiers in Microbiology},
  publisher = {Frontiers Media},
  address   = {Lausanne},
  issn      = {1664-302X},
  doi       = {10.3389/fmicb.2020.544785},
  pages     = {21},
  year      = {2020},
  abstract  = {Polynucleobacter asymbioticus strain QLW-P1DMWA-1T represents a group of highly successful heterotrophic ultramicrobacteria that is frequently very abundant (up to 70\% of total bacterioplankton) in freshwater habitats across all seven continents. This strain was originally isolated from a shallow Alpine pond characterized by rapid changes in water temperature and elevated UV radiation due to its location at an altitude of 1300 m. To elucidate the strain's adjustment to fluctuating environmental conditions, we recorded changes occurring in its transcriptomic and proteomic profiles under contrasting experimental conditions by simulating thermal conditions in winter and summer as well as high UV irradiation. To analyze the potential connection between gene expression and regulation via methyl group modification of the genome, we also analyzed its methylome. The methylation pattern differed between the three treatments, pointing to its potential role in differential gene expression. An adaptive process due to evolutionary pressure in the genus was deduced by calculating the ratios of non-synonymous to synonymous substitution rates for 20 Polynucleobacter spp. genomes obtained from geographically diverse isolates. The results indicate purifying selection.},
  language  = {en}
}
@article{RyngajlloChildsLohseetal.2011,
  author    = {Ryngajllo, Malgorzata and Childs, Liam H. and Lohse, Marc and Giorgi, Federico M. and Lude, Anja and Selbig, Joachim and Usadel, Bj{\"o}rn},
  title     = {SLocX predicting subcellular localization of Arabidopsis proteins leveraging gene expression data},
  series = {Frontiers in plant science},
  volume    = {2},
  journal   = {Frontiers in plant science},
  publisher = {Frontiers Research Foundation},
  address   = {Lausanne},
  issn      = {1664-462X},
  doi       = {10.3389/fpls.2011.00043},
  pages     = {19},
  year      = {2011},
  abstract  = {Despite the growing volume of experimentally validated knowledge about the subcellular localization of plant proteins, a well performing in silico prediction tool is still a necessity. Existing tools, which employ information derived from protein sequence alone, offer limited accuracy and/or rely on full sequence availability. We explored whether gene expression profiling data can be harnessed to enhance prediction performance. To achieve this, we trained several support vector machines to predict the subcellular localization of Arabidopsis thaliana proteins using sequence derived information, expression behavior, or a combination of these data and compared their predictive performance through a cross-validation test. We show that gene expression carries information about the subcellular localization not available in sequence information, yielding dramatic benefits for plastid localization prediction, and some notable improvements for other compartments such as the mito-chondrion, the Golgi, and the plasma membrane. Based on these results, we constructed a novel subcellular localization prediction engine, SLocX, combining gene expression profiling data with protein sequence-based information. We then validated the results of this engine using an independent test set of annotated proteins and a transient expression of GFP fusion proteins. Here, we present the prediction framework and a website of predicted localizations for Arabidopsis. The relatively good accuracy of our prediction engine, even in cases where only partial protein sequence is available (e.g., in sequences lacking the N-terminal region), offers a promising opportunity for similar application to non-sequenced or poorly annotated plant species. Although the prediction scope of our method is currently limited by the availability of expression information on the ATH1 array, we believe that the advances in measuring gene expression technology will make our method applicable for all Arabidopsis proteins.},
  language  = {en}
}
@article{ReimThammRolkeetal.2013,
  author    = {Reim, Tina and Thamm, Markus and Rolke, Daniel and Blenau, Wolfgang and Scheiner, Ricarda},
  title     = {Suitability of three common reference genes for quantitative real-time PCR in honey bees},
  series = {Apidologie : a quality journal in bee science},
  volume    = {44},
  journal   = {Apidologie : a quality journal in bee science},
  number    = {3},
  publisher = {Springer},
  address   = {Paris},
  issn      = {0044-8435},
  doi       = {10.1007/s13592-012-0184-3},
  pages     = {342 -- 350},
  year      = {2013},
  abstract  = {Honey bees are important model organisms for neurobiology, because they display a large array of behaviors. To link behavior with individual gene function, quantitative polymerase chain reaction is frequently used. Comparing gene expression of different individuals requires data normalization using adequate reference genes. These should ideally be expressed stably throughout lifetime. Unfortunately, this is frequently not the case. We studied how well three commonly used reference genes are suited for this purpose and measured gene expression in the brains of honey bees differing in age and social role. Although rpl32 is used most frequently, it only remains stable in expression between newly emerged bees, nurse-aged bees, and pollen foragers but shows a peak at the age of 12 days. The genes gapdh and ef1 alpha-f1, in contrast, are expressed stably in the brain throughout all age groups except newly emerged bees. According to stability software, gapdh was expressed most stably, followed by rpl32 and ef1 alpha-f1.},
  language  = {en}
}
@phdthesis{Perscheid2023,
  author    = {Perscheid, Cindy},
  title     = {Integrative biomarker detection using prior knowledge on gene expression data sets},
  doi       = {10.25932/publishup-58241},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-582418},
  school      = {Universit{\"a}t Potsdam},
  pages     = {ix, 197},
  year      = {2023},
  abstract  = {Gene expression data is analyzed to identify biomarkers, e.g. relevant genes, which serve for diagnostic, predictive, or prognostic use. Traditional approaches for biomarker detection select distinctive features from the data based exclusively on the signals therein, facing multiple shortcomings in regards to overfitting, biomarker robustness, and actual biological relevance. Prior knowledge approaches are expected to address these issues by incorporating prior biological knowledge, e.g. on gene-disease associations, into the actual analysis. However, prior knowledge approaches are currently not widely applied in practice because they are often use-case specific and seldom applicable in a different scope. This leads to a lack of comparability of prior knowledge approaches, which in turn makes it currently impossible to assess their effectiveness in a broader context. Our work addresses the aforementioned issues with three contributions. Our first contribution provides formal definitions for both prior knowledge and the flexible integration thereof into the feature selection process. Central to these concepts is the automatic retrieval of prior knowledge from online knowledge bases, which allows for streamlining the retrieval process and agreeing on a uniform definition for prior knowledge. We subsequently describe novel and generalized prior knowledge approaches that are flexible regarding the used prior knowledge and applicable to varying use case domains. Our second contribution is the benchmarking platform Comprior. Comprior applies the aforementioned concepts in practice and allows for flexibly setting up comprehensive benchmarking studies for examining the performance of existing and novel prior knowledge approaches. It streamlines the retrieval of prior knowledge and allows for combining it with prior knowledge approaches. Comprior demonstrates the practical applicability of our concepts and further fosters the overall development and comparability of prior knowledge approaches. Our third contribution is a comprehensive case study on the effectiveness of prior knowledge approaches. For that, we used Comprior and tested a broad range of both traditional and prior knowledge approaches in combination with multiple knowledge bases on data sets from multiple disease domains. Ultimately, our case study constitutes a thorough assessment of a) the suitability of selected knowledge bases for integration, b) the impact of prior knowledge being applied at different integration levels, and c) the improvements in terms of classification performance, biological relevance, and overall robustness. In summary, our contributions demonstrate that generalized concepts for prior knowledge and a streamlined retrieval process improve the applicability of prior knowledge approaches. Results from our case study show that the integration of prior knowledge positively affects biomarker results, particularly regarding their robustness. Our findings provide the first in-depth insights on the effectiveness of prior knowledge approaches and build a valuable foundation for future research.},
  language  = {en}
}
@article{OmidbakhshfardWinckArvidssonetal.2014,
  author    = {Omidbakhshfard, Mohammad Amin and Winck, Flavia Vischi and Arvidsson, Samuel Janne and Riano-Pachon, Diego M. and M{\"u}ller-R{\"o}ber, Bernd},
  title     = {A step-by-step protocol for formaldehyde-assisted isolation of regulatory elements from Arabidopsis thaliana},
  series = {Journal of integrative plant biology},
  volume    = {56},
  journal   = {Journal of integrative plant biology},
  number    = {6},
  publisher = {Wiley-Blackwell},
  address   = {Hoboken},
  issn      = {1672-9072},
  doi       = {10.1111/jipb.12151},
  pages     = {527 -- 538},
  year      = {2014},
  abstract  = {The control of gene expression by transcriptional regulators and other types of functionally relevant DNA transactions such as chromatin remodeling and replication underlie a vast spectrum of biological processes in all organisms. DNA transactions require the controlled interaction of proteins with DNA sequence motifs which are often located in nucleosome-depleted regions (NDRs) of the chromatin. Formaldehyde-assisted isolation of regulatory elements (FAIRE) has been established as an easy-to-implement method for the isolation of NDRs from a number of eukaryotic organisms, and it has been successfully employed for the discovery of new regulatory segments in genomic DNA from, for example, yeast, Drosophila, and humans. Until today, however, FAIRE has only rarely been employed in plant research and currently no detailed FAIRE protocol for plants has been published. Here, we provide a step-by-step FAIRE protocol for NDR discovery in Arabidopsis thaliana. We demonstrate that NDRs isolated from plant chromatin are readily amenable to quantitative polymerase chain reaction and next-generation sequencing. Only minor modification of the FAIRE protocol will be needed to adapt it to other plants, thus facilitating the global inventory of regulatory regions across species.},
  language  = {en}
}
@misc{MachensBalazadehMuellerRoeberetal.2017,
  author    = {Machens, Fabian and Balazadeh, Salma and M{\"u}ller-R{\"o}ber, Bernd and Messerschmidt, Katrin},
  title     = {Synthetic Promoters and Transcription Factors for Heterologous Protein Expression in Saccharomyces cerevisiae},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-403804},
  pages     = {11},
  year      = {2017},
  abstract  = {Orthogonal systems for heterologous protein expression as well as for the engineering of synthetic gene regulatory circuits in hosts like Saccharomyces cerevisiae depend on synthetic transcription factors (synTFs) and corresponding cis-regulatory binding sites. We have constructed and characterized a set of synTFs based on either transcription activator-like effectors or CRISPR/Cas9, and corresponding small synthetic promoters (synPs) with minimal sequence identity to the host's endogenous promoters. The resulting collection of functional synTF/synP pairs confers very low background expression under uninduced conditions, while expression output upon induction of the various synTFs covers a wide range and reaches induction factors of up to 400. The broad spectrum of expression strengths that is achieved will be useful for various experimental setups, e.g., the transcriptional balancing of expression levels within heterologous pathways or the construction of artificial regulatory networks. Furthermore, our analyses reveal simple rules that enable the tuning of synTF expression output, thereby allowing easy modification of a given synTF/synP pair. This will make it easier for researchers to construct tailored transcriptional control systems.},
  language  = {en}
}
@article{MachensBalazadehMuellerRoeberetal.2017,
  author    = {Machens, Fabian and Balazadeh, Salma and M{\"u}ller-R{\"o}ber, Bernd and Messerschmidt, Katrin},
  title     = {Synthetic Promoters and Transcription Factors for Heterologous Protein Expression in Saccharomyces cerevisiae},
  series = {Frontiers in Bioengineering and Biotechnology},
  volume    = {5},
  journal   = {Frontiers in Bioengineering and Biotechnology},
  publisher = {Frontiers},
  address   = {Lausanne},
  issn      = {2296-4185},
  doi       = {10.3389/fbioe.2017.00063},
  pages     = {1 -- 11},
  year      = {2017},
  abstract  = {Orthogonal systems for heterologous protein expression as well as for the engineering of synthetic gene regulatory circuits in hosts like Saccharomyces cerevisiae depend on synthetic transcription factors (synTFs) and corresponding cis-regulatory binding sites. We have constructed and characterized a set of synTFs based on either transcription activator-like effectors or CRISPR/Cas9, and corresponding small synthetic promoters (synPs) with minimal sequence identity to the host's endogenous promoters. The resulting collection of functional synTF/synP pairs confers very low background expression under uninduced conditions, while expression output upon induction of the various synTFs covers a wide range and reaches induction factors of up to 400. The broad spectrum of expression strengths that is achieved will be useful for various experimental setups, e.g., the transcriptional balancing of expression levels within heterologous pathways or the construction of artificial regulatory networks. Furthermore, our analyses reveal simple rules that enable the tuning of synTF expression output, thereby allowing easy modification of a given synTF/synP pair. This will make it easier for researchers to construct tailored transcriptional control systems.},
  language  = {en}
}
@article{KlieNikoloskiSelbig2014,
  author    = {Klie, Sebastian and Nikoloski, Zoran and Selbig, Joachim},
  title     = {Biological cluster evaluation for gene function prediction},
  series = {Journal of computational biology},
  volume    = {21},
  journal   = {Journal of computational biology},
  number    = {6},
  publisher = {Liebert},
  address   = {New Rochelle},
  issn      = {1066-5277},
  doi       = {10.1089/cmb.2009.0129},
  pages     = {428 -- 445},
  year      = {2014},
  abstract  = {Recent advances in high-throughput omics techniques render it possible to decode the function of genes by using the "guilt-by-association" principle on biologically meaningful clusters of gene expression data. However, the existing frameworks for biological evaluation of gene clusters are hindered by two bottleneck issues: (1) the choice for the number of clusters, and (2) the external measures which do not take in consideration the structure of the analyzed data and the ontology of the existing biological knowledge. Here, we address the identified bottlenecks by developing a novel framework that allows not only for biological evaluation of gene expression clusters based on existing structured knowledge, but also for prediction of putative gene functions. The proposed framework facilitates propagation of statistical significance at each of the following steps: (1) estimating the number of clusters, (2) evaluating the clusters in terms of novel external structural measures, (3) selecting an optimal clustering algorithm, and (4) predicting gene functions. The framework also includes a method for evaluation of gene clusters based on the structure of the employed ontology. Moreover, our method for obtaining a probabilistic range for the number of clusters is demonstrated valid on synthetic data and available gene expression profiles from Saccharomyces cerevisiae. Finally, we propose a network-based approach for gene function prediction which relies on the clustering of optimal score and the employed ontology. Our approach effectively predicts gene function on the Saccharomyces cerevisiae data set and is also employed to obtain putative gene functions for an Arabidopsis thaliana data set.},
  language  = {en}
}
@article{JbeilySuckertGonnertetal.2013,
  author    = {Jbeily, Nayla and Suckert, Iris and Gonnert, Falk A. and Acht, Benedikt and Bockmeyer, Clemens L. and Grossmann, Sascha D. and Blaess, Markus F. and L{\"u}th, Anja and Deigner, Hans-Peter and Bauer, Michael and Claus, Ralf A.},
  title     = {Hyperresponsiveness of mice deficient in plasma-secreted sphingomyelinase reveals its pivotal role in early phase of host response},
  series = {Journal of lipid research},
  volume    = {54},
  journal   = {Journal of lipid research},
  number    = {2},
  publisher = {American Society for Biochemistry and Molecular Biology},
  address   = {Bethesda},
  issn      = {0022-2275},
  doi       = {10.1194/jlr.M031625},
  pages     = {410 -- 424},
  year      = {2013},
  abstract  = {Plasma secretion of acid sphingomyelinase is a hallmark of cellular stress response resulting in the formation of membrane embedded ceramide-enriched lipid rafts and the reorganization of receptor complexes. Consistently, decompartmentalization of ceramide formation from inert sphingomyelin has been associated with signaling events and regulation of the cellular phenotype. Herein, we addressed the question of whether the secretion of acid sphingomyelinase is involved in host response during sepsis. We found an exaggerated clinical course in mice genetically deficient in acid sphingomyelinase characterized by an increased bacterial burden, an increased phagocytotic activity, and a more pronounced cytokine storm. Moreover, on a functional level, leukocyte-endothelial interaction was found diminished in sphingomyelinase-deficient animals corresponding to a distinct leukocytes' phenotype with respect to rolling and sticking as well as expression of cellular surface proteins.(jlr) We conclude that hydrolysis of membrane-embedded sphingomyelin, triggered by circulating sphingomyelinase, plays a pivotal role in the first line of defense against invading microorganisms. This function might be essential during the early phase of infection leading to an adaptive response of remote cells and tissues.-Jbeily, N., I. Suckert, F. A. Gonnert, B. Acht, C. L. Bockmeyer, S. D. Grossmann, M. F. Blaess, A. Lueth, H.-P. Deigner, M. Bauer, and R. A. Claus. Hyperresponsiveness of mice deficient in plasma-secreted sphingomyelinase reveals its pivotal role in early phase of host response. J. Lipid Res. 2013. 54: 410-424.},
  language  = {en}
}
@misc{HuynenSuzukiOguraetal.2014,
  author    = {Huynen, Leon and Suzuki, Takayuki and Ogura, Toshihiko and Watanabe, Yusuke and Millar, Craig D. and Hofreiter, Michael and Smith, Craig and Mirmoeini, Sara and Lambert, David M.},
  title     = {Reconstruction and in vivo analysis of the extinct tbx5 gene from ancient wingless moa (Aves: Dinornithiformes)},
  series = {Postprints der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe},
  journal   = {Postprints der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe},
  number    = {1117},
  issn      = {1866-8372},
  doi       = {10.25932/publishup-43159},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-431599},
  pages     = {10},
  year      = {2014},
  abstract  = {Background The forelimb-specific gene tbx5 is highly conserved and essential for the development of forelimbs in zebrafish, mice, and humans. Amongst birds, a single order, Dinornithiformes, comprising the extinct wingless moa of New Zealand, are unique in having no skeletal evidence of forelimb-like structures. Results To determine the sequence of tbx5 in moa, we used a range of PCR-based techniques on ancient DNA to retrieve all nine tbx5 exons and splice sites from the giant moa, Dinornis. Moa Tbx5 is identical to chicken Tbx5 in being able to activate the downstream promotors of fgf10 and ANF. In addition we show that missexpression of moa tbx5 in the hindlimb of chicken embryos results in the formation of forelimb features, suggesting that Tbx5 was fully functional in wingless moa. An alternatively spliced exon 1 for tbx5 that is expressed specifically in the forelimb region was shown to be almost identical between moa and ostrich, suggesting that, as well as being fully functional, tbx5 is likely to have been expressed normally in moa since divergence from their flighted ancestors, approximately 60 mya. Conclusions The results suggests that, as in mice, moa tbx5 is necessary for the induction of forelimbs, but is not sufficient for their outgrowth. Moa Tbx5 may have played an important role in the development of moa's remnant forelimb girdle, and may be required for the formation of this structure. Our results further show that genetic changes affecting genes other than tbx5 must be responsible for the complete loss of forelimbs in moa.},
  language  = {en}
}
@phdthesis{Hammer2012,
  author    = {Hammer, Paul},
  title     = {Transkriptomweite Untersuchungen von Prostata-Krebszelllinien im Kontext medizinischer Strahlentherapie},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus-63190},
  school      = {Universit{\"a}t Potsdam},
  year      = {2012},
  abstract  = {Die Strahlentherapie ist neben der Chemotherapie und einer operativen Entfernung die st{\"a}rkste Waffe f{\"u}r die Bek{\"a}mpfung b{\"o}sartiger Tumore in der Krebsmedizin. Nach Herz-Kreislauf-Erkrankungen ist Krebs die zweith{\"a}ufigste Todesursache in der westlichen Welt, wobei Prostatakrebs heutzutage die h{\"a}ufigste, m{\"a}nnliche Krebserkrankung darstellt. Trotz technologischer Fortschritte der radiologischen Verfahren kann es noch viele Jahre nach einer Radiotherapie zu einem Rezidiv kommen, was zum Teil auf die hohe Resistenzf{\"a}higkeit einzelner, entarteter Zellen des lokal vorkommenden Tumors zur{\"u}ckgef{\"u}hrt werden kann. Obwohl die moderne Strahlenbiologie viele Aspekte der Resistenzmechanismen n{\"a}her beleuchtet hat, bleiben Fragestellungen, speziell {\"u}ber das zeitliche Ansprechen eines Tumors auf ionisierende Strahlung, gr{\"o}ßtenteils unbeantwortet, da systemweite Untersuchungen nur begrenzt vorliegen. Als Zellmodelle wurden vier Prostata-Krebszelllinien (PC3, DuCaP, DU-145, RWPE-1) mit unterschiedlichen Strahlungsempfindlichkeiten kultiviert und auf ihre {\"U}berlebensf{\"a}higkeit nach ionisierender Bestrahlung durch einen Trypanblau- und MTT-Vitalit{\"a}tstest gepr{\"u}ft. Die proliferative Kapazit{\"a}t wurde mit einem Koloniebildungstest bestimmt. Die PC3 Zelllinie, als Strahlungsresistente, und die DuCaP Zelllinie, als Strahlungssensitive, zeigten dabei die gr{\"o}ßten Differenzen bez{\"u}glich der Strahlungsempfindlichkeit. Auf Grundlage dieser Ergebnisse wurden die beiden Zelllinien ausgew{\"a}hlt, um anhand ihrer transkriptomweiten Genexpressionen, eine Identifizierung potentieller Marker f{\"u}r die Prognose der Effizienz einer Strahlentherapie zu erm{\"o}glichen. Weiterhin wurde mit der PC3 Zelllinie ein Zeitreihenexperiment durchgef{\"u}hrt, wobei zu 8 verschiedenen Zeitpunkten nach Bestrahlung mit 1 Gy die mRNA mittels einer Hochdurchsatz-Sequenzierung quantifiziert wurde, um das dynamisch zeitversetzte Genexpressionsverhalten auf Resistenzmechanismen untersuchen zu k{\"o}nnen. Durch das Setzen eines Fold Change Grenzwertes in Verbindung mit einem P-Wert < 0,01 konnten aus 10.966 aktiven Genen 730 signifikant differentiell exprimierte Gene bestimmt werden, von denen 305 st{\"a}rker in der PC3 und 425 st{\"a}rker in der DuCaP Zelllinie exprimiert werden. Innerhalb dieser 730 Gene sind viele stressassoziierte Gene wiederzufinden, wie bspw. die beiden Transmembranproteingene CA9 und CA12. Durch Berechnung eines Netzwerk-Scores konnten aus den GO- und KEGG-Datenbanken interessante Kategorien und Netzwerke abgeleitet werden, wobei insbesondere die GO-Kategorien Aldehyd-Dehydrogenase [NAD(P)+] Aktivit{\"a}t (GO:0004030) und der KEGG-Stoffwechselweg der O-Glykan Biosynthese (hsa00512) als relevante Netzwerke auff{\"a}llig wurden. Durch eine weitere Interaktionsanalyse konnten zwei vielversprechende Netzwerke mit den Transkriptionsfaktoren JUN und FOS als zentrale Elemente identifiziert werden. Zum besseren Verst{\"a}ndnis des dynamisch zeitversetzten Ansprechens der strahlungsresistenten PC3 Zelllinie auf ionisierende Strahlung, konnten anhand der 10.840 exprimierten Gene und ihrer Expressionsprofile {\"u}ber 8 Zeitpunkte interessante Einblicke erzielt werden. W{\"a}hrend es innerhalb von 30 min (00:00 - 00:30) nach Bestrahlung zu einer schnellen Runterregulierung der globalen Genexpression kommt, folgen in den drei darauffolgenden Zeitabschnitten (00:30 - 01:03; 01:03 - 02:12; 02:12 - 04:38) spezifische Expressionserh{\"o}hungen, die eine Aktivierung sch{\"u}tzender Netzwerke, wie die Hochregulierung der DNA-Reparatursysteme oder die Arretierung des Zellzyklus, ausl{\"o}sen. In den abschließenden drei Zeitbereichen (04:38 - 09:43; 09:43 - 20:25; 20:25 - 42:35) liegt wiederum eine Ausgewogenheit zwischen Induzierung und Supprimierung vor, wobei die absoluten Genexpressionsver{\"a}nderungen ansteigen. Beim Vergleich der Genexpressionen kurz vor der Bestrahlung mit dem letzten Zeitpunkt (00:00 - 42:53) liegen mit 2.670 die meisten ver{\"a}ndert exprimierten Gene vor, was einer massiven, systemweiten Genexpressions{\"a}nderung entspricht. Signalwege wie die ATM-Regulierung des Zellzyklus und der Apoptose, des NRF2-Signalwegs nach oxidativer Stresseinwirkung und die DNA-Reparaturmechanismen der homologen Rekombination, des nicht-homologen End Joinings, der MisMatch-, der Basen-Exzision- und der Strang-Exzision-Reparatur spielen bei der zellul{\"a}ren Antwort eine tragende Rolle. {\"A}ußerst interessant sind weiterhin die hohen Aktivit{\"a}ten RNA-gesteuerter Ereignisse, insbesondere von small nucleolar RNAs und Pseudouridin-Prozessen. Demnach scheinen diese RNA-modifizierenden Netzwerke einen bisher unbekannten funktionalen und sch{\"u}tzenden Einfluss auf das Zell{\"u}berleben nach ionisierender Bestrahlung zu haben. All diese sch{\"u}tzenden Netzwerke mit ihren zeitspezifischen Interaktionen sind essentiell f{\"u}r das Zell{\"u}berleben nach Einwirkung von oxidativem Stress und zeigen ein komplexes aber im Einklang befindliches Zusammenspiel vieler Einzelkomponenten zu einem systemweit ablaufenden Programm.},
  language  = {de}
}
@phdthesis{Gomez2016,
  author    = {Gomez, David},
  title     = {Mechanisms of biochemical reactions within crowded environments},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-94593},
  school      = {Universit{\"a}t Potsdam},
  pages     = {vii, 112},
  year      = {2016},
  abstract  = {The cell interior is a highly packed environment in which biological macromolecules evolve and function. This crowded media has effects in many biological processes such as protein-protein binding, gene regulation, and protein folding. Thus, biochemical reactions that take place in such crowded conditions differ from diluted test tube conditions, and a considerable effort has been invested in order to understand such differences. In this work, we combine different computationally tools to disentangle the effects of molecular crowding on biochemical processes. First, we propose a lattice model to study the implications of molecular crowding on enzymatic reactions. We provide a detailed picture of how crowding affects binding and unbinding events and how the separate effects of crowding on binding equilibrium act together. Then, we implement a lattice model to study the effects of molecular crowding on facilitated diffusion. We find that obstacles on the DNA impair facilitated diffusion. However, the extent of this effect depends on how dynamic obstacles are on the DNA. For the scenario in which crowders are only present in the bulk solution, we find that at some conditions presence of crowding agents can enhance specific-DNA binding. Finally, we make use of structure-based techniques to look at the impact of the presence of crowders on the folding a protein. We find that polymeric crowders have stronger effects on protein stability than spherical crowders. The strength of this effect increases as the polymeric crowders become longer. The methods we propose here are general and can also be applied to more complicated systems.},
  language  = {en}
}
@article{DennisPatelOliveretal.2017,
  author    = {Dennis, Alice B. and Patel, Vilas and Oliver, Kerry M. and Vorburger, Christoph},
  title     = {Parasitoid gene expression changes after adaptation to symbiont-protected hosts},
  series = {Evolution},
  volume    = {71},
  journal   = {Evolution},
  publisher = {Wiley},
  address   = {Hoboken},
  issn      = {0014-3820},
  doi       = {10.1111/evo.13333},
  pages     = {2599 -- 2617},
  year      = {2017},
  abstract  = {Reciprocal selection between aphids, their protective endosymbionts, and the parasitoid wasps that prey upon them offers an opportunity to study the basis of their coevolution. We investigated adaptation to symbiont\&\#8208;conferred defense by rearing the parasitoid wasp Lysiphlebus fabarum on aphids (Aphis fabae) possessing different defensive symbiont strains (Hamiltonella defensa). After ten generations of experimental evolution, wasps showed increased abilities to parasitize aphids possessing the H. defensa strain they evolved with, but not aphids possessing the other strain. We show that the two symbiont strains encode different toxins, potentially creating different targets for counter\&\#8208;adaptation. Phenotypic and behavioral comparisons suggest that neither life\&\#8208;history traits nor oviposition behavior differed among evolved parasitoid lineages. In contrast, comparative transcriptomics of adult female wasps identified a suite of differentially expressed genes among lineages, even when reared in a common, symbiont\&\#8208;free, aphid host. In concurrence with the specificity of each parasitoid lineages' infectivity, most differentially expressed parasitoid transcripts were also lineage\&\#8208;specific. These transcripts are enriched with putative venom toxins and contain highly expressed, potentially defensive viral particles. Together, these results suggest that wild populations of L. fabarum employ a complicated offensive arsenal with sufficient genetic variation for wasps to adapt rapidly and specifically to their hosts' microbial defenses.},
  language  = {en}
}
@phdthesis{Daub2004,
  author    = {Daub, Carsten Oliver},
  title     = {Analysis of integrated transcriptomics and metabolomics data : a systems biology approach},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-0001251},
  school      = {Universit{\"a}t Potsdam},
  year      = {2004},
  abstract  = {Moderne Hochdurchsatzmethoden erlauben die Messung einer Vielzahl von komplement{\"a}ren Daten und implizieren die Existenz von regulativen Netzwerken auf einem systembiologischen Niveau. Ein {\"u}blicher Ansatz zur Rekonstruktion solcher Netzwerke stellt die Clusteranalyse dar, die auf einem {\"A}hnlichkeitsmaß beruht. Wir verwenden das informationstheoretische Konzept der wechselseitigen Information, das urspr{\"u}nglich f{\"u}r diskrete Daten definiert ist, als {\"A}hnlichkeitsmaß und schlagen eine Erweiterung eines f{\"u}r gew{\"o}hnlich f{\"u}r die Anwendung auf kontinuierliche biologische Daten verwendeten Algorithmus vor. Wir vergleichen unseren Ansatz mit bereits existierenden Algorithmen. Wir entwickeln ein geschwindigkeitsoptimiertes Computerprogramm f{\"u}r die Anwendung der wechselseitigen Information auf große Datens{\"a}tze. Weiterhin konstruieren und implementieren wir einen web-basierten Dienst fuer die Analyse von integrierten Daten, die durch unterschiedliche Messmethoden gemessen wurden. Die Anwendung auf biologische Daten zeigt biologisch relevante Gruppierungen, und rekonstruierte Signalnetzwerke zeigen {\"U}bereinstimmungen mit physiologischen Erkenntnissen.},
  language  = {en}
}
@phdthesis{Boeuf2002,
  author    = {Boeuf, St{\´e}phane},
  title     = {Comparative study of gene expression during the differentiation of white and brown preadipocytes},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-0000542},
  school      = {Universit{\"a}t Potsdam},
  year      = {2002},
  abstract  = {Einleitung S{\"a}ugetiere haben zwei verschiedene Arten von Fettgewebe: das weiße Fettgewebe, welches vorwiegend zur Lipidspeicherung dient, und das braune Fettgewebe, welches sich durch seine F{\"a}higkeit zur zitterfreien Thermogenese auszeichnet. Weiße und braune Adipozyten sind beide mesodermalen Ursprungs. Die Mechanismen, die zur Entwicklung von Vorl{\"a}uferzellen in den weißen oder braunen Fettzellphenotyp f{\"u}hren, sind jedoch unbekannt. Durch verschiedene experimentelle Ans{\"a}tze konnte gezeigt werden, daß diese Adipocyten vermutlich durch die Differenzierung zweier Typen unterschiedlicher Vorl{\"a}uferzellen entstehen: weiße und braune Preadipozyten. Von dieser Hypothese ausgehend, war das Ziel dieser Studie, die Genexpression weißer und brauner Preadipozyten auf Unterschiede systematisch zu analysieren. Methoden Die zu vergleichenden Zellen wurden aus prim{\"a}ren Zellkulturen weißer und brauner Preadipozyten des dsungarischen Zwerghamsters gewonnen. „Representational Difference Analysis" wurde angewandt, um potentiell unterschiedlich exprimierte Gene zu isolieren. Die daraus resultierenden cDNA Fragmente von Kandidatengenen wurden mit Hilfe der Microarraytechnik untersucht. Die Expression dieser Gene wurde in braunen und weißen Fettzellen in verschiedenen Differenzierungsstadien und in braunem und weißem Fettgewebe verglichen. Ergebnisse 12 Gene, die in braunen und weißen Preadipozyten unterschiedlich exprimiert werden, konnten identifiziert werden. Drei Komplement Faktoren und eine Fetts{\"a}uren Desaturase werden in weißen Preadipozyten h{\"o}her exprimiert; drei Struktur Gene (Fibronectin, Metargidin und a Actinin 4), drei Gene verbunden mit transkriptioneller Regulation (Necdin, Vigilin und das „small nuclear ribonucleoprotein polypeptide A") sowie zwei Gene unbekannter Funktion werden in braunen Preadipozyten h{\"o}her exprimiert. Mittels Clusteranalyse (oder Gruppenanalyse) wurden die gesamten Genexpressionsdaten charakterisiert. Dabei konnten die Gene in 4 typischen Expressionsmuster aufgeteilt werden: in weißen Preadipozyten h{\"o}her exprimierte Gene, in braunen Preadipozyten h{\"o}her exprimierte Gene, w{\"a}hrend der Differenzierung herunter regulierte Gene und w{\"a}hrend der Differenzierung hoch regulierte Gene. Schlußfolgerungen In dieser Studie konnte gezeigt werden, daß weiße und braune Preadipozyten aufgrund der Expression verschiedener Gene unterschieden werden k{\"o}nnen. Es wurden mehrere Kandidatengene zur Bestimmung weißer und brauner Preadipozyten identifiziert. Außerdem geht aus den Genexpressionsdaten hervor, daß funktionell unterschiedliche Gruppen von Genen eine wichtige Rolle bei der Differenzierung von weißen und braunen Preadipozyten spielen k{\"o}nnten, wie z.B. Gene des Komplementsystems und der extrazellul{\"a}ren Matrix.},
  subject      = {S{\"a}ugetiere ; Fettgewebe ; Zelldifferenzierung ; Genexpression},
  language  = {en}
}
@article{BalazadehSchildhauerAraujoetal.2014,
  author    = {Balazadeh, Salma and Schildhauer, Joerg and Araujo, Wagner L. and Munne-Bosch, Sergi and Fernie, Alisdair R. and Proost, Sebastian and Humbeck, Klaus and M{\"u}ller-R{\"o}ber, Bernd},
  title     = {Reversal of senescence by N resupply to N-starved Arabidopsis thaliana: transcriptomic and metabolomic consequences},
  series = {Journal of experimental botany},
  volume    = {65},
  journal   = {Journal of experimental botany},
  number    = {14},
  publisher = {Oxford Univ. Press},
  address   = {Oxford},
  issn      = {0022-0957},
  doi       = {10.1093/jxb/eru119},
  pages     = {3975 -- 3992},
  year      = {2014},
  abstract  = {Leaf senescence is a developmentally controlled process, which is additionally modulated by a number of adverse environmental conditions. Nitrogen shortage is a well-known trigger of precocious senescence in many plant species including crops, generally limiting biomass and seed yield. However, leaf senescence induced by nitrogen starvation may be reversed when nitrogen is resupplied at the onset of senescence. Here, the transcriptomic, hormonal, and global metabolic rearrangements occurring during nitrogen resupply-induced reversal of senescence in Arabidopsis thaliana were analysed. The changes induced by senescence were essentially in keeping with those previously described; however, these could, by and large, be reversed. The data thus indicate that plants undergoing senescence retain the capacity to sense and respond to the availability of nitrogen nutrition. The combined data are discussed in the context of the reversibility of the senescence programme and the evolutionary benefit afforded thereby. Future prospects for understanding and manipulating this process in both Arabidopsis and crop plants are postulated.},
  language  = {en}
}
@article{BalazadehKwasniewskiCaldanaetal.2011,
  author    = {Balazadeh, Salma and Kwasniewski, Miroslaw and Caldana, Camila and Mehrnia, Mohammad and Zanor, Maria Ines and Xue, Gang-Ping and M{\"u}ller-R{\"o}ber, Bernd},
  title     = {ORS1, an H2O2-Responsive NAC Transcription Factor, Controls Senescence in Arabidopsis thaliana},
  series = {Molecular plant},
  volume    = {4},
  journal   = {Molecular plant},
  number    = {2},
  publisher = {Oxford Univ. Press},
  address   = {Oxford},
  issn      = {1674-2052},
  doi       = {10.1093/mp/ssq080},
  pages     = {346 -- 360},
  year      = {2011},
  abstract  = {We report here that ORS1, a previously uncharacterized member of the NAC transcription factor family, controls leaf senescence in Arabidopsis thaliana. Overexpression of ORS1 accelerates senescence in transgenic plants, whereas its inhibition delays it. Genes acting downstream of ORS1 were identified by global expression analysis using transgenic plants producing dexamethasone-inducible ORS1-GR fusion protein. Of the 42 up-regulated genes, 30 (similar to 70\%) were previously shown to be up-regulated during age-dependent senescence. We also observed that 32 (similar to 76\%) of the ORS1-dependent genes were induced by long-term (4 d), but not short-term (6 h) salinity stress (150 mM NaCl). Furthermore, expression of 16 and 24 genes, respectively, was induced after 1 and 5 h of treatment with hydrogen peroxide (H2O2), a reactive oxygen species known to accumulate during salinity stress. ORS1 itself was found to be rapidly and strongly induced by H2O2 treatment in both leaves and roots. Using in vitro binding site selection, we determined the preferred binding motif of ORS1 and found it to be present in half of the ORS1-dependent genes. ORS1 is a paralog of ORE1/ANAC092/AtNAC2, a previously reported regulator of leaf senescence. Phylogenetic footprinting revealed evolutionary conservation of the ORS1 and ORE1 promoter sequences in different Brassicaceae species, indicating strong positive selection acting on both genes. We conclude that ORS1, similarly to ORE1, triggers expression of senescence-associated genes through a regulatory network that may involve cross-talk with salt- and H2O2-dependent signaling pathways.},
  language  = {en}
}