| 1. |
- Ahmadpour, Doryaneh, 1973, et al.
(författare)
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Robustness analysis of HOG pathway genes in Saccharomyces cerevisiae
- 2006
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Ingår i: YSBN Meeting Nov. 14-16, 2006- Vienna- Austria.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- Robustness analysis of HOG pathway genes in Saccharomyces cerevisiae Doryaneh Ahmadpour1, Lars-Göran Ottosson1, Markus Krantz2, Jonas Warringer1, Anders Blomberg1 and Stefan Hohmann1* 1Department of Cell and Molecular Biology/Microbiology, Göteborg University, S-405 30 Göteborg, Sweden 2 The Systems Biology Institute (SBI), Shibuya, Tokyo, Japan E-mail: doryaneh.ahmadpour@gmm.gu.se Robustness is a fundamental property of biological systems and crucial for their effective function under internal or external perturbations. For instance, it has been proposed that internal parameters such as gene expression have been optimized during evolution such that a given system has the observed robustness. The permissible ranges of internal parameters in the cells are not comprehensively understood since there has not been a technique to measure such parameters. “Genetic tug-of-war” (gTOW) [1] is a genetic screening method that allows the investigation of the upper limit copy number of genes, and thereby the upper permissible range of gene expression level. This method is based on a 2-micron plasmid vector containing the leu2d allele with a very weak complementation activity and the gene of interest inserted as target gene. When the leu2ura3 deletion yeast cells transformed with pTOW plasmid are cultured under leucine-limiting conditions, there will be a bias toward increasing the plasmid copy number to compensate for the lack of leucine. On the other hand there will be an opposing bias toward decreasing the plasmid copy number if the target gene inhibits growth or has a toxic effect when a certain copy number is exceeded (it reaches to its upper limit). Eventually as a result of the “tug-of-war” between these two selection biases cells with optimized plasmid copy number will be concentrated. In this study we have applied the gTOW method on 29 HOG pathway related genes in Saccharomyces cerevisiae. The high osmolarity glycerol (HOG) MAPK pathway is essential for yeast survival in high osmolarity condition and consists of two branches that activate a MAPK (Hog1) via a MAPKK (Pbs2) to orchestrate part of the transcriptional response. The HOG pathway is the best understood osmoresponsive system in eukaryotes and the quantitative data provided by the gTOW method collating with the existing computational models could be used to analyze the robustness and fragility of the pathway. 1. Hisao Moriya, Yuki Shimizu-Yoshida and Hiroaki Kitano, 2006, PLoS Genetics, 2:7
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| 2. |
- Ahmadpour, Doryaneh, 1973, et al.
(författare)
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Robustness analysis of HOG pathway related genes in Saccharomyces cerevisiae
- 2007
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Ingår i: FEBS-SysBio March 10-16, 2007- Gosau, Austria.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- Robustness analysis of HOG pathway related genes in Saccharomyces cerevisiae Doryaneh Ahmadpour1, Lars-Göran Ottosson1, Markus Krantz2, Jonas Warringer1, Anders Blomberg1 and Stefan Hohmann1* 1Department of Cell and Molecular Biology/Microbiology, Göteborg University, S-405 30 Göteborg, Sweden 2 The Systems Biology Institute (SBI), Shibuya, Tokyo, Japan E-mail: doryaneh.ahmadpour@gmm.gu.se Robustness is a fundamental property of biological systems and crucial for their effective function under internal or external perturbations. For instance, it has been proposed that internal parameters such as gene expression have been optimized during evolution such that a given system has the observed robustness. The permissible ranges of internal parameters in the cells are not comprehensively understood since there has not been a technique to measure such parameters. “Genetic tug-of-war” (gTOW) [1] is a genetic screening approach that allows the determination of the upper limit copy number of genes, and thereby the upper permissible range of the level of gene expression. This method is based on a 2-micron plasmid vector containing the LEU2d allele with a very weak complementation activity and the gene of interest inserted as target gene. When the leu2 ura3 mutant yeast transformed with pTOW plasmids is cultured under leucine-limiting conditions, there will be a bias toward increasing the plasmid copy number to satisfy the requirement for leucine. On the other hand there will be an opposing bias toward decreasing the plasmid copy number if the target gene inhibits growth when a certain copy number is exceeded (i.e. it reaches its upper limit). Eventually as a result of the “tug-of-war” between these two selection biases cells with optimized plasmid copy number will accumulate. In this study we have applied the gTOW method on 29 HOG pathway genes in S. cerevisiae. The high osmolarity glycerol (HOG) MAPK pathway is essential for yeast survival in high osmolarity condition [2]. It consists of two branches that activate a MAPK (Hog1) to orchestrate part of the transcriptional response. The HOG pathway is the best understood osmoresponsive system in eukaryotes. The quantitative data provided by the gTOW method collating with the existing computational models [3] could be used to analyze the robustness and fragility of the pathway. 1. Moriya H, et al., (2006), PLoS Genet 2(7): e111 2. Hohmann S (2002), Microbiol Mol Biol Rev 66:300 3. Klipp E, et al., (2005), Nat Biotechnol 23:975
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| 3. |
- Albers, Eva, 1966, et al.
(författare)
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Ser3p (Yer081wp) and Ser33p (Yil074cp) are phosphoglycerate dehydrogenases in Saccharomyces cerevisiae
- 2003
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Ingår i: J Biol Chem. ; 278, s. 10264-10272
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Tidskriftsartikel (refereegranskat)abstract
- Two genes YER081W and YIL074C, renamed SER3 and SER33, respectively, which encode phosphoglycerate dehydrogenases in Saccharomyces cerevisiae were identified. These dehydrogenases catalyze the first reaction of serine and glycine biosynthesis from the glycolytic metabolite 3-phosphoglycerate. Unlike either single mutant, the ser3Delta ser33Delta double mutant lacks detectable phosphoglycerate dehydrogenase activity and is auxotrophic for serine or glycine for growth on glucose media. However, the requirement for the SER-dependent "phosphoglycerate pathway" is conditional since the "glyoxylate" route of serine/glycine biosynthesis is glucose-repressed. Thus, in cells grown on ethanol both expression and activity of all SER-encoded proteins are low, including the remaining enzymes of the phosphoglycerate pathway, Ser1p and Ser2p. Moreover the available nitrogen source regulates the expression of SER genes. However, for only SER33, and not SER3, expression was regulated in relation to the available nitrogen source in a coordinated fashion with SER1 and SER2. Based on these mRNA data together with data on enzyme activities, Ser33p is likely to be the main isoenzyme of the phosphoglycerate pathway during growth on glucose. Moreover, since phosphoglycerate dehydrogenase activity requires NAD+ as cofactor, deletion of SER3 and SER33 markedly affected redox metabolism as shown by substrate and product analysis.
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| 4. |
- Babazadeh, Roja, et al.
(författare)
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The Ashbya gossypiiEF-1α promoter of the ubiquitously used MX cassettes is toxic to Saccharomyces cerevisiae.
- 2011
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Ingår i: FEBS letters. - : Wiley. - 1873-3468 .- 0014-5793.
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Tidskriftsartikel (refereegranskat)abstract
- Protein overexpression based on introduction of multiple gene copies is well established. To improve purification or quantification, proteins are typically fused to peptide tags. In Saccharomyces cerevisiae, this has been hampered by multicopy toxicity of the TAP and GFP cassettes used in the global strain collections. Here, we show that this effect is due to the EF-1α promoter in the HIS3MX marker cassette rather than the tags per se. This promoter is frequently used in heterologous marker cassettes, including HIS3MX, KanMX, NatMX, PatMX and HphMX. Toxicity could be eliminated by promoter replacement or exclusion of the marker cassette. To our knowledge, this is the first report of toxicity caused by introduction of a heterologous promoter alone.
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| 5. |
- Cvijovic, Marija, 1977, et al.
(författare)
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Strategies for structuring interdisciplinary education in systems biology: An European perspective
- 2016
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Ingår i: npj Systems Biology and Applications. - : Springer Science and Business Media LLC. - 2056-7189. ; 2
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Tidskriftsartikel (refereegranskat)abstract
- Systems Biology is an approach to biology and medicine that has the potential to lead to a better understanding of how biological properties emerge from the interaction of genes, proteins, molecules, cells and organisms. The approach aims at elucidating how these interactions govern biological function by employing experimental data, mathematical models and computational simulations. As Systems Biology is inherently multidisciplinary, education within this field meets numerous hurdles including departmental barriers, availability of all required expertise locally, appropriate teaching material and example curricula. As university education at the Bachelor’s level is traditionally built upon disciplinary degrees, we believe that the most effective way to implement education in Systems Biology would be at the Master’s level, as it offers a more flexible framework. Our team of experts and active performers of Systems Biology education suggest here (i) a definition of the skills that students should acquire within a Master’s programme in Systems Biology, (ii) a possible basic educational curriculum with flexibility to adjust to different application areas and local research strengths, (iii) a description of possible career paths for students who undergo such an education, (iv) conditions that should improve the recruitment of students to such programmes and (v) mechanisms for collaboration and excellence spreading among education professionals. With the growing interest of industry in applying Systems Biology approaches in their fields, a concerted action between academia and industry is needed to build this expertise. Here we present a reflection of the European situation and expertise, where most of the challenges we discuss are universal, anticipating that our suggestions will be useful internationally. We believe that one of the overriding goals of any Systems Biology education should be a student’s ability to phrase and communicate research questions in such a manner that they can be solved by the integration of experiments and modelling, as well as to communicate and collaborate productively across different experimental and theoretical disciplines in research and development.
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| 6. |
- Krantz, Marcus, 1975, et al.
(författare)
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Robustness and fragility in the high osmolarity glycerol (HOG) pathway in S. cerevisiae
- 2009
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Ingår i: 10th International Conference on Systems Biology (ICSB2009) proceedings, 10th International Conference on Systems Biology (ICSB2009), Aug 30 - Sep 4, Stanford, California, USA.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- Cellular signalling networks integrate environmental stimuli with information on cellular status. These networks must be robust against stochastic fluctuations in external stimuli as well as in the amounts of signalling components. Here [1], we challenge the yeast HOG signal transduction pathway with systematic perturbations in components’ expression levels implemented by a “genetic tug-of-war” methodology under various external conditions in search of nodes of fragilities. We observe a substantially higher frequency of fragile nodes in this signal transduction pathway than has been observed for other cellular processes. These fragilities disperse without any clear pattern over biochemical functions or location in pathway topology, with the most sensitive nodes being the proteins PBS2 and SSK1. They are also largely independent of pathway activation by external stimuli. However, the strongest toxicities are caused by pathway hyperactivation. We studied the influence of seven regulatory motifs around these HOG pathway components in silico through ODE models. Based on the SLN1 and the MAPK modules of a mathematical model of osmoregulation in budding yeast by Klipp et al. [2] we included new motifs and fitted the affected parameters to time courses of dually phosphorylated Hog1p generated by the original model under stress and stress-free conditions. The regulations taken into account by our analysis include Pbs2p scaffolding, Ssk1p and Pbs2p autoactivation, and the formation of a stable dimer between Ssk2p and Ssk1p. A subsequent sensitivity analysis identified Pbs2's role as a scaffold protein and Ssk1p-Ssk2p dimerization as the important contributors to the observed robustness pattern in silico. Thus, in vivo robustness data can be used to discriminate and improve mathematical models.
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| 7. |
- Krantz, Marcus, 1975, et al.
(författare)
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Robustness and fragility in the yeast high osmolarity glycerol (HOG) signal-transduction pathway.
- 2009
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Ingår i: Molecular systems biology. - : EMBO. - 1744-4292. ; 5
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Tidskriftsartikel (refereegranskat)abstract
- Cellular signalling networks integrate environmental stimuli with the information on cellular status. These networks must be robust against stochastic fluctuations in stimuli as well as in the amounts of signalling components. Here, we challenge the yeast HOG signal-transduction pathway with systematic perturbations in components' expression levels under various external conditions in search for nodes of fragility. We observe a substantially higher frequency of fragile nodes in this signal-transduction pathway than that has been observed for other cellular processes. These fragilities disperse without any clear pattern over biochemical functions or location in pathway topology and they are largely independent of pathway activation by external stimuli. However, the strongest toxicities are caused by pathway hyperactivation. In silico analysis highlights the impact of model structure on in silico robustness, and suggests complex formation and scaffolding as important contributors to the observed fragility patterns. Thus, in vivo robustness data can be used to discriminate and improve mathematical models.
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| 8. |
- Krantz, Marcus, 1975, et al.
(författare)
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Robustness and fragility in the yeast High Osmolarity signal transduction pathway
- 2008
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Ingår i: 2008 Yeast Genetics and Molecular Biology Meeting Program and Abstract Book, 2008 Yeast Genetics and Molecular Biology Meeting, July 22-27, 2008.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- The cellular signalling networks that integrate various environmental stimuli with information on cellular status must be robust to stimuli fluctuations as well as to stochastic differences in the amounts of signalling components. Here, we challenge the Hog signal transduction pathway with systematic disturbances in components’ expression levels implemented by a “genetic tug-of-war”, or gToW, methodology. The disturbances were performed under various external perturbations, including pathway activation by osmotic shock. Ideally, the obtained sensitivity profiles will allow us to impose parameter constraints. However, a more important aspect is the qualitative improvement of model structures, when local fragilities cannot be explained by the model structure. The resulting phenotypes in this particular study reflect a wide range of sensitivities, and disperse without any clear pattern over biochemical functions and pathway modules alike, with the most sensitive nodes being PBS2 and SSK1. Surprisingly, the “neighbouring” nodes HOG1 and SSK2 were affected to a much lesser extent, questioning our current understanding.
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| 9. |
- Krantz, Marcus, 1975, et al.
(författare)
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Robustness and fragility in the yeast High Osmolarity signal transduction pathway
- 2008
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Ingår i: 9th International Conference on Systems Biology (ICSB2008) proceedings, 9th International Conference on Systems Biology (ICSB2008), August 22-28, Gothenburg.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- Objective: The cellular signalling networks that integrate various environmental stimuli with information on cellular status must be robust to stimuli fluctuations as well as to stochastic differences in the amounts of signalling components. Here, we challenge the high osmolarity glycerol response (HOG) signal transduction pathway in the yeast Saccharomyces cerevisiae with systematic disturbances in components’ expression levels implemented by a “genetic tug-of-war”, or gTOW, methodology. Results: The disturbances were performed under various external perturbations, including pathway activation by osmotic shock. The resulting phenotypes in this particular study reflect a wide range of sensitivities, and disperse without any clear pattern over biochemical functions and pathway modules alike, with the most sensitive nodes being PBS2 and SSK1. Conclusions: Ideally, the obtained sensitivity profiles will allow us to impose parameter constraints. However, a more important aspect is the qualitative improvement of model structures, when local fragilities cannot be explained by the model structure. Surprisingly, the “neighboring” nodes HOG1 and SSK2 were affected to a much lesser extent, questioning our current understanding.
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| 10. |
- Ottosson, Lars-Göran, et al.
(författare)
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Robustness analysis of HOG pathway related genes in budding yeast
- 2007
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Ingår i: ICSB 2007 Conference Proceedings, 8th International Conference on Systems Biology (ICSB2007), October 1-6, 2007.
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Konferensbidrag (övrigt vetenskapligt/konstnärligt)abstract
- We applied a novel genetic screening method, named “genetic tug-of-war” (gTOW) to estimate the upper limit of gene copy numbers in Saccharomyces cerevisiae. The study involved 29 HOG pathway related genes which included kinases, phosphatases and transcription factors to cover different set of players in the signal transduction system. In addition a phenotypic profiling was conducted in four different growth conditions with three outputs: lag phase, growth phase and efficiency of growth. A number of interesting hits were identified, including PBS2 which had low numbers of gene copies. It will be of interest to expand the study to encompass the entire known signal transduction system in yeast to search for sensitive nodes.
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