Refine
Has Fulltext
- yes (29) (remove)
Year of publication
- 2014 (29) (remove)
Document Type
- Doctoral Thesis (29) (remove)
Language
- English (29) (remove)
Keywords
- Bestäuber (2)
- Biodiversität (2)
- Bioinformatik (2)
- Epigenetik (2)
- Kilimandscharo (2)
- Kilimanjaro (2)
- MAP-Kinase (2)
- Maus (2)
- Regulation (2)
- Taufliege (2)
Institute
- Theodor-Boveri-Institut für Biowissenschaften (29) (remove)
Sonstige beteiligte Institutionen
Chlamydia trachomatis is an obligate intracellular pathogen that replicates inside a vacuole, the so-called inclusion. During replication by a biphasic life-cycle Chlamydia secrete via their type 3 secretion system various effector proteins into the inclusion lumen, the inclusion membrane or the host cell cytosol to form their favored replication niche. Chlamydia-infected cells are highly resistant against apoptosis since the replicative form of Chlamydia is non-infectious and premature cell death would cause complete loss of one Chlamydia generation. The bacteria block apoptosis by preventing mitochondrial outer membrane permeabilization. Various proteins with anti-apoptotic function are enriched in Chlamydia-infected cells such as Mcl-1, cIAP2, Survivin or HIF1α. The accumulation of these proteins is a result of increased gene expression and direct protein stabilization. However, the molecular mechanisms and involved bacterial effector proteins are mostly unknown.
With this work the molecular mechanisms of Mcl-1 stabilization and the participation of chlamydial factors were investigated. Mcl-1 is a member of the Bcl-2 protein family and has an extremely short half-life causing its permanent ubiquitination and subsequent degradation by the 26S proteasome under normal homeostasis whilst Mcl-1 accumulation results in apoptosis inhibition. It was shown that during C. trachomatis infection Mcl-1 ubiquitination is reduced causing its stabilization albeit no cellular ubiquitin-proteasome-system components are involved in this process. However, C. trachomatis express the two deubiquitinases ChlaDUB1 and ChlaDUB2 which are mostly uncharacterized. With this work the expression profile, subcellular localization, substrates and function of the deubiquitinases were investigated. It was shown that ChlaDUB1 is secreted to the surface of the inclusion where it interacts with Mcl-1 which is accumulated in the proximity of this compartment. By utilization of infection experiments, heterologous expression systems and in vitro experiments a direct interaction of ChlaDUB1 and Mcl-1 was demonstrated. Furthermore, it was shown that Mcl-1 is deubiquitinated by ChlaDUB1 causing its stabilization. During replicative phase of infection, ChlaDUB2 seems to be accumulated in the chlamydial particles. However, ChlaDUB2 substrates could not be identified which would give an indication for the physiological role of ChlaDUB2.
Since 2011, a protocol to transform C. trachomatis with artificial plasmid DNA is available. As part of this work the transformation of C. trachomatis with plasmid DNA suitable for the permanent or inducible protein overexpression on a routinely basis was established. In addition, the first targeted homologous recombination into the chlamydial genome to replace the ChlaDUB1 gene by a modified one was performed and validated. The targeted homologous recombination was also used to create a ChlaDUB1 knock-out mutant; however deletion of ChlaDUB1 seems to be lethal for C. trachomatis. Due to the fact that ChlaDUB1-lacking Chlamydia could not be obtained an inhibitor screen was performed and identified CYN312 as a potential ChlaDUB1 inhibitor. Application of CYN312 during infection interfered with chlamydial growth and reduced Mcl-1 quantity in infected cells. Furthermore, CYN312 treated Ctr-infected cells were significantly sensitized for apoptosis.
Taken together, C. trachomatis secretes the deubiquitinase ChlaDUB1 to the surface of the inclusion where it deubiquitinates Mcl-1 causing its accumulation in infected cells resulting in apoptosis resistance. Application of the ChlaDUB1 inhibitor CYN312 interferes with Mcl-1 stabilization sensitizing infected cells for apoptosis.
SPRED proteins are inhibitors of the Ras/ERK/MAPK signaling pathway, an evolutionary highly conserved and very widespread signaling cascade regulating cell proliferation, differentiation, and growth. To elucidate physiological consequences of SPRED2 deficiency, SPRED2 KO mice were generated by a gene trap approach. An initial phenotypical characterization of KO mice aged up to five months identified SPRED2 as a regulator of chondrocyte differentiation and bone growth. Here, the loss of SPRED2 leads to an augmented FGFR-dependent ERK activity, which in turn causes hypochondroplasia-like dwarfism. However, long term observations of older KO mice revealed a generally bad state of health and manifold further symptoms, including excessive grooming associated with severe self-inflicted wounds, an abnormally high water uptake, clear morphological signs of kidney deterioration, and a reduced survival due to sudden death. Based on these observations, the aim of this study was to discover an elicitor of this complex and versatile phenotype.
The observed kidney degeneration in our SPRED2 KO mice was ascribed to hydronephrosis characterized by severe kidney atrophy and apoptosis of renal tubular cells. Kidney damage prompted us to analyze drinking behavior and routine serum parameters. Despite polydipsia, which was characterized by a nearly doubled daily water uptake, the significantly elevated Na+ and Cl- levels and the resulting serum hyperosmolality could not be compensated in SPRED2 KOs. Since salt and water balance is primarily under hormonal control of aldosterone and AVP, we analyzed both hormone levels. While serum AVP was similar in WTs and KOs, even after experimental water deprivation and an extreme loss of body fluid, serum aldosterone was doubled in SPRED2 KO mice. Systematic investigation of contributing upstream hormone axes demonstrated that hyperaldosteronism developed independently of an overactivated Renin-Angiotensin system as indicated by halved serum Ang II levels in KO mice. However, aldosterone synthase expression in the adrenal gland was substantially augmented. Serum corticosterone, which is like aldosterone released from the adrenal cortex, was more than doubled in SPRED2 KOs, too. Similar to corticosterone, the production of aldosterone is at least in part under control of pituitary ACTH, which is further regulated by upstream hypothalamic CRH release. In fact, stress hormone secretion from this complete hypothalamic-pituitary-adrenal axis was upregulated because serum ACTH, the mid acting pituitary hormone, and hypothalamic CRH, the upstream hormonal inductor of HPA axis activity, were also elevated by 30% in SPRED2 KO mice. This was accompanied by an upregulated ERK activity in paraventricular nucleus-containing hypothalamic brain regions and by augmented hypothalamic CRH mRNA levels in our SPRED2 KO mice. In vitro studies using the hypothalamic cell line mHypoE-44 further demonstrated that both SPRED1 and SPRED2 were able to downregulate CRH promoter activity, CRH secretion, and Ets factor-dependent CRH transcription. This was in line with the presence of various Ets factor binding sites in the CRH promoter region, especially for Ets1.
Thus, this study shows for the first time that SPRED2-dependent inhibition of Ras/ERK/MAPK signaling by suppression of ERK activity leads to a downregulation of Ets1 factor-dependent transcription, which further results in inhibition of CRH promoter activity, CRH transcription, and CRH release from the hypothalamus. The consecutive hyperactivity of the complete HPA axis in our SPRED2 KO mice reflects an elevated endogenous stress response becoming manifest by excessive grooming behavior and self-inflicted skin lesions on the one hand; on the other hand, in combination with elevated aldosterone synthase expression, this upregulated HPA hormone release explains hyperaldosteronism and the associated salt and water imbalances. Both hyperaldosteronism and polydipsia very likely contribute further to the observed kidney damage.
Taken together, this study initially demonstrates that SPRED2 is essential for the appropriate regulation of HPA axis activity and of body homeostasis.
To further enlighten and compare consequences of SPRED2 deficiency in mice and particularly in humans, two follow-up studies investigating SPRED2 function especially in heart and brain, and a genetic screen to identify human SPRED2 loss-of-function mutations are already in progress.
This thesis reviews the fundamentals of three-dimensional super-resolution localization imaging. In order to infer the axial coordinate of the emission of single fluorophores, the point spread function is engineered following a technique usually referred to as astigmatic imaging by the introduction of a cylindrical lens to the detection path of a microscope.
After giving a short introduction to optics and localization microscopy, I outline sources of aberrations as frequently encountered in 3D-localization microscopy and will discuss their respective impact on the precision and accuracy of the localization process. With the knowledge from these considerations, experiments were designed and conducted to verify the validity of the conclusions and to demonstrate the abilities of the proposed microscope to resolve biological structures in the three spatial dimensions. Additionally, it is demonstrated that measurements of huge volumes with virtually no aberrations is in principle feasible.
During the course of this thesis, a new method was introduced for inferring axial coordinates. This interpolation method based on cubic B-splines shows superior performance in the calibration of a microscope and the evaluation of subsequent measurement and will therefore be used and explained in this work.
Finally, this work is also meant to give future students some guidance for entering the field of 3D localization microscopy and therefore, detailed protocols are provided covering the specific aspects of two color 3D localization imaging.
Cord blood hematopoietic stem cells (CB-HSCs) are an outstanding source for the treatment of a variety of malignant and non-malignant disorders. However, the low amount of cells collected per donor is often insufficient for treatment of adult patients. In order to make sufficient numbers of CB-HSCs available for adults, expansion is required. Different approaches were described for HSC expansion, however these approaches are impeded by the loss of engrafting potential during ex vivo culture. Little is known about the underlying molecular mechanisms. Epigenetic mechanisms play essential roles in controlling stem cell potential and fate decisions and epigenetic strategies are considered for HSC expansion. Therefore, this study aimed to characterize global and local epigenotypes during the expansion of human CB-CD34+, a well established CB progenitor cell type, to better understand the molecular mechanisms leading to the culture-associated loss of engrafting potential. Human CB-CD34+ cells were cultured using 2 different cytokine cocktails: the STF cocktail containing SCF, TPO, FGF-1 and the STFIA cocktail, which combines STF with Angiopoietin-like 5 (Angptl5) and Insulin-like growth factor-binding protein 2 (IGFBP2). The latter expands CB-HSCs ex vivo. Subsequently, the NOD-scid gamma (NSG) mouse model was used to study the engraftment potential of expanded cells. Engraftment potential achieved by fresh CB-CD34+ cells was maintained when CB-CD34+ cells were expanded under STFIA but not under STF conditions. To explore global chromatin changes in freshly isolated and expanded CB-CD34+ cells, levels of the activating H3K4me3 and the repressive H3K27me3 histone marks were determined by chromatin flow cytometry and Western blot analyses. For analysis of genome-wide chromatin changes following ex vivo expansion, transcriptome profiling by microarray and chromatin immunoprecipitation combined with deep sequencing (ChIP-seq) were performed. Additionally, local chromatin transitions were monitored by ChIP analyses on promoter regions of developmental and self-renewal factors. On a global level, freshly isolated CD34+ and CD34- cells differed in H3K4me3 and H3K27me3 levels. After 7 days of expansion, CD34+ and CD34- cells adopted similar levels of active and repressive marks. Expanding the cells without IGFBP2 and Angptl5 led to a higher global H3K27me3 level. ChIP-seq analyses revealed a cytokine cocktail-dependent redistribution of H3K27me3 profiles. Chemical inhibition of the H3K27 methyltransferase EZH2 counteracted the culture-associated loss of NSG engraftment potential. Collectively, the data presented in this study revealed that by adding epigeneticly active compounds in the culture media we observed changes on a chromatin level which counteracted the loss of engraftment potential. H3K27me3 rather than H3K4me3 may be critical to establish a specific engraftment supporting transcriptional program. Furthermore, I identified a critical function for the Polycomb repressive complex 2-component EZH2 in the loss of engraftment potential during the in vitro expansion of HPSCs. Taken together this thesis provides a better molecular understanding of chromatin changes upon expansion of CB-HSPCs and opens up new perspectives for epigenetic ex vivo expansion strategies.
Localization microscopy is a class of super-resolution fluorescence microscopy techniques. Localization microscopy methods are characterized by stochastic temporal isolation of fluorophore emission, i.e., making the fluorophores blink so rapidly that no two are
likely to be photoactive at the same time close to each other. Well-known localization microscopy methods include dSTORM}, STORM, PALM, FPALM, or GSDIM. The biological community has taken great interest in localization microscopy, since it can enhance the resolution of common fluorescence microscopy by an order of magnitude at little experimental cost.
However, localization microscopy has considerable computational cost since millions of individual stochastic emissions must be located with nanometer precision. The computational cost of this evaluation, and the organizational cost of implementing the complex algorithms, has impeded adoption of super-resolution microscopy for a long time.
In this work, I describe my algorithmic framework for evaluating localization microscopy data.
I demonstrate how my novel open-source software achieves real-time data evaluation, i.e., can evaluate data faster than the common experimental setups can capture them.
I show how this speed is attained on standard consumer-grade CPUs, removing the need for computing on expensive clusters or deploying graphics processing units.
The evaluation is performed with the widely accepted Gaussian PSF model and a Poissonian maximum-likelihood noise model.
I extend the computational model to show how robust, optimal two-color evaluation is realized, allowing correlative microscopy between multiple proteins or structures. By employing cubic B-splines, I show how the evaluation of three-dimensional samples can be made simple and robust, taking an important step towards precise imaging of micrometer-thick samples.
I uncover the behavior and limits of localization algorithms in the face of increasing emission densities.
Finally, I show up algorithms to extend localization microscopy to common biological problems.
I investigate cellular movement and motility by considering the in vitro movement of myosin-actin filaments. I show how SNAP-tag fusion proteins enable imaging with bright and stable organic fluorophores in live cells. By analyzing the internal structure of protein clusters, I show how localization microscopy can provide new quantitative approaches beyond pure imaging.
This thesis explores the influence of social and environmental cues on the nest building behavior of leaf-cutting ants. Especially, the investigations are aimed at evaluating the mechanisms of nest building and how the nest environment can spatially guide building responses that lead to an adaptive nest architecture. The emergence of nest chambers in the nest of the leaf-cutting ant Acromyrmex lundi were evaluated. Rather than excavating nest chambers in advance, at places where workers encounter suitable environmental conditions for brood and fungus rearing, these items have to be present at a site. When presented in the laboratory with a choice between two otherwise identical digging sites, offering suitable environmental conditions, but one containing brood, the workers displayed a higher excavation activity at the site where they encountered the putative content of a chamber. The shape of the excavated cavity was also more round and chamber-like. It is concluded that leaf-cutting ants respond to social cues during nest building. Excavation is a costly process and colonies have to spend a part of their energy stores on nest building, so that regulatory responses for the control of nest excavation are expected to occur. Worker density at the beginning of the digging process influenced digging activity while the presence of in-nest stores did not. Stored brood and fungus did however influence the architecture of the excavated nest, leading to the excavation of larger chambers and smaller tunnels. While self-organized mechanisms appear to be involved in the nest building process, the social cues of the ants’ environment during building clearly influence the nest architecture and lead to an adjustment of the nest size to the current space needs of the colony. Workers secondarily regulated nest size by the opportunistic refilling of unused space with excavated soil pellets. As the ants should provide suitable conditions for brood and fungus rearing, they should show a behavioral response to CO2 concentrations, as the gas is known to hinder fungus respiration. Workers of A. lundi did indeed avoid high CO2-levels for fungus rearing but actually preferred CO2-values in the range encountered close to the soil surface, where this species excavates their nests. However, different CO2-levels did not affect their excavation behavior. While fungus chambers make up part of a leaf-cutting ant nest, most leaf-cutting ants of the genus Atta also spent part of the colony’s energy on excavating large, voluminous chambers for waste disposal, rather than scattering the material aboveground. It is expected that leaf-cutting ants also show environmental preferences for waste management. In experiments Atta laevigata workers preferred deposition in a warm and dry environment and showed no preference for specific CO2-levels. The continued accumulation of waste particles in a waste chamber seems to be based on the use of volatiles. These originate from the waste itself, and seem to be used as an orientation cue by workers relocating the material. The ensuing large accumulation of waste at one site should result in the emergence of more voluminous chambers for waste disposal.
The intracellular pathogen Chlamydia is the causative agent of millions of new infections per year transmitting diseases like trachoma, pelvic inflammatory disease or lymphogranuloma venereum. Undetected or recurrent infections caused by chlamydial persistence are especially likely to provoke severe pathologies. To ensure host cell survival and to facilitate long term infections Chlamydia induces anti-apoptotic pathways, mainly at the level of mitochondria, and restrains activity of pro-apoptotic proteins. Additionally, the pathogen seizes host energy, carbohydrates, amino acids, lipids and nucleotides to facilitate propagation of bacterial progeny and growth of the chlamydial inclusion.
At the beginning of this study, Chlamydia-mediated apoptosis resistance to DNA damage induced by the topoisomerase inhibitor etoposide was investigated. In the course of this, a central cellular protein crucial for etoposide-mediated apoptosis, the tumour suppressor p53, was found to be downregulated during Chlamydia infections. Subsequently, different chlamydial strains and serovars were examined and p53 downregulation was ascertained to be a general feature during Chlamydia infections of human cells. Reduction of p53 protein level was established to be mediated by the PI3K-Akt signalling pathway, activation of the E3-ubiquitin ligase HDM2 and final degradation by the proteasome. Additionally, an intriguing discrepancy between infections of human and mouse cells was detected. Both activation of the PI3K-Akt pathway as well as degradation of p53 could not be observed in Chlamydia-infected mouse cells. Recently, production of reactive oxygen species (ROS) and damage to host cell DNA was reported to occur during Chlamydia infection. Thus, degradation of p53 strongly contributes to the anti-apoptotic environment crucial for chlamydial infection.
To verify the importance of p53 degradation for chlamydial growth and development, p53 was stabilised and activated by the HDM2-inhibiting drug nutlin-3 and the DNA damage-inducing compound etoposide. Unexpectedly, chlamydial development was severely impaired and inclusion formation was defective. Completion of the chlamydial developmental cycle was prevented resulting in loss of infectivity. Intriguingly, removal of the p53 activating stimulus allowed formation of the bacterial inclusion and recovery of infectivity. A similar observation of growth recovery was made in infected cell lines deficient for p53.
As bacterial growth and inclusion formation was strongly delayed in the presence of activated p53, p53-mediated inhibitory regulation of cellular metabolism was suspected to contribute to chlamydial growth defects. To verify this, glycolytic and pentose phosphate pathways were analysed revealing the importance of a functioning PPP for chlamydial growth. In addition, increased expression of glucose-6-phosphate dehydrogenase rescued chlamydial growth inhibition induced by activated p53. The rescuing effect was even more pronounced in p53-deficient cells treated with etoposide or nutlin-3 revealing additional p53-independent aspects of Chlamydia inhibition. Removal of ROS by anti-oxidant compounds was not sufficient to rescue chlamydial infectivity. Apparently, not only the anti-oxidant capacities of the PPP but also provision of precursors for nucleotide synthesis as well as contribution to DNA repair are important for successful chlamydial growth.
Modulation of host cell signalling was previously reported for a number of pathogens. As formation of ROS and DNA damage are likely to occur during infections of intracellular bacteria, several strategies to manipulate the host and to inhibit induction of apoptosis were invented. Downregulation of the tumour suppressor p53 is a crucial point during development of Chlamydia, ensuring both host cell survival and metabolic support conducive to chlamydial growth.
Cell growth and cell division are two interconnected yet distinct processes. Initiation of proliferation of central brain progenitor cells (neuroblasts) after the late embryonic quiescence stage requires cell growth, and maintenance of proper cell size is an important prerequisite for continuous larval neuroblast proliferation. Beside extrinsic nutrition signals, cell growth requires constant supply with functional ribosomes to maintain protein synthesis.
Mutations in the mushroom body miniature (mbm) gene were previously identified in a screen for structural brain mutants. This study focused on the function of the Mbm protein as a new nucleolar protein, which is the site of ribosome biogenesis. The comparison of the relative expression levels of Mbm and other nucleolar proteins in different cell types showed a pronounced expression of Mbm in neuroblasts, particularly in the fibrillar component of the nucleolus, suggesting that in addition to nucleolar components generally required for ribosome biogenesis, more neuroblast specific nucleolar factors exist. Mutations in mbm cause neuroblast proliferation defects but do not interfere with cell polarity, spindle orientation or asymmetry of cell division of neuroblasts. Instead a reduction in cell size was observed, which correlates with an impairment of ribosome biogenesis. In particular, loss of Mbm leads to the retention of the small ribosomal subunit in the nucleolus resulting in decreased protein synthesis. Interestingly, the defect in ribosome biogenesis was only observed in neuroblasts. Moreover, Mbm is apparently not required for cell size and proliferation control in wing imaginal disc and S2 cells supporting the idea of a neuroblast-specific function of Mbm.
Furthermore, the transcriptional regulation of the mbm gene and the functional relevance of posttranslational modifications were analyzed. Mbm is a transcriptional target of dMyc. A common feature of dMyc target genes is the presence of a conserved E-box sequence in their promoter regions. Two E-box motifs are found in the vicinity of the transcriptional start site of mbm. Gene reporter assays verified that only one of them mediates dMyc-dependent transcription. Complementary studies in flies showed that removal of dMyc function in neuroblasts resulted in reduced Mbm expression levels.
At the posttranslational level, Mbm becomes phosphorylated by protein kinase CK2. Six serine and threonine residues located in two acidic amino acid rich clusters in the C-terminal half of the Mbm protein were identified as CK2 phosphorylation sites.
Mutational analysis of these sites verified their importance for Mbm function in vivo and indicated that Mbm localization is controlled by CK2-mediated phosphorylation.
Although the molecular function of Mbm in ribosome biogenesis remains to be determined, the results of this study emphasize the specific role of Mbm in neuroblast ribosome biogenesis to control cell growth and proliferation.
Malaria is a challenging infection with increasing and wide-spread treatment failure risk due to resistance. With a estimated death toll of 1-3 Million per year, most cases of Malaria affect children under the age of five years in Sub-Saharan Africa. In this thesis, I analyse the current status of malaria control (focussing on diagnosis and therapy) in Burkina Faso to show how this disease burdens public health in endemic countries and to identify possible approaches to improvement. MB is discussed as a therapeutic option under these circumstances.
Burkina Faso is used as a representative example for a country in Sub-Saharan Africa with high endemicity for malaria and is here portrayed, its health system characterised and discussed under socioeconomic aspects.
More than half of this country’s population live in absolute poverty. The burden that malaria, especially treatment cost, poses on these people cannot be under-estimated.
A retrospective study of case files from the university pediatric hospital in Burkina Faso’s capital, Ouagadougou, shows that the case load is huge, and especially the specific diagnosis of severe malaria is difficult to apply in the hospital’s daily routine. Treatment policy as proposed by WHO is not satisfactorily implemented neither in home treatment nor in health services, as data for pretreatment clearly show.
In the face of growing resistance in malaria parasites, pharmacological combination therapies are important. Artemisinins currently are the last resort of malaria therapy. As I show with homology models, even this golden bullet is not beyond resistance development. Inconsidered mass use has rendered other drugs virtually useless before. Artemisinins should thus be protected similar to reserve antibiotics against multi-resistant bacteria.
There is accumulating evidence that MB is an effective drug against malaria. Here the biological effects of both MB alone and in combination therapy is explored via modeling and experimental data. Several different lines of MB attack on Plasmodium redox defense were identified by analysis of the network effects. Next, CQ resistance based on Pfmdr1 and PfCRT transporters as well as SP resistance were modeled in silico. Further modeling shows that MB has a favorable synergism on antimalarial network effects with these commonly used antimalarial drugs, given their correct application.
Also from the economic point of view MB shows great potential: in terms of production price, it can be compared to CQ, which could help to diminuish the costs of malaria treatment to affordable ranges for those most affected and struk by poverty.
Malaria control is feasible, but suboptimal diagnosis and treatment are often hindering the achievment of this goal. In order to achieve malaria control, more effort has to be made to implement better adjusted and available primary treatment strategies for uncomplicated malaria that are highly standardised. Unfortunately, campaigns against malaria are chronically underfinanced. In order to maximize the effect of available funds, a cheap treatment option is most important, especially as pharmaceuticals represent the biggest single matter of expense in the fight against malaria.
Dynamic interactions and their changes are at the forefront of current research in bioinformatics and systems biology. This thesis focusses on two particular dynamic aspects of cellular adaptation: miRNA and metabolites.
miRNAs have an established role in hematopoiesis and megakaryocytopoiesis, and platelet miRNAs have potential as tools for understanding basic mechanisms of platelet function. The thesis highlights the possible role of miRNAs in regulating protein translation in platelet lifespan with relevance to platelet apoptosis and identifying involved pathways and potential key regulatory molecules. Furthermore, corresponding miRNA/target mRNAs in murine platelets are identified. Moreover, key miRNAs involved in aortic aneurysm are predicted by similar techniques. The clinical relevance of miRNAs as biomarkers, targets, resulting later translational therapeutics, and tissue specific restrictors of genes expression in cardiovascular diseases is also discussed.
In a second part of thesis we highlight the importance of scientific software solution development in metabolic modelling and how it can be helpful in bioinformatics tool development along with software feature analysis such as performed on metabolic flux analysis applications. We proposed the “Butterfly” approach to implement efficiently scientific software programming. Using this approach, software applications were developed for quantitative Metabolic Flux Analysis and efficient Mass Isotopomer Distribution Analysis (MIDA) in metabolic modelling as well as for data management. “LS-MIDA” allows easy and efficient MIDA analysis and, with a more powerful algorithm and database, the software “Isotopo” allows efficient analysis of metabolic flows, for instance in pathogenic bacteria (Salmonella, Listeria). All three approaches have been published (see Appendices).