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E. Knibbe

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Journal article (2026) - Ewout Knibbe, Francine J. Boonekamp, Rachel Stuij, Philipp Savakis, Koen A.J. Pelsma, Liset Jansen, Carmen Lisset Flores, Bas Teusink, Pascale Daran-Lapujade
Protein allostery, present in all three domains of life, is key to the regulation of metabolism by allowing fast and precise control of catalysis in response to cellular demands. While metabolic pathways are frequently equipped with multiple allosterically regulated catalytic steps, experimental studies often focus on a single step, failing to capture how regulations exerted at multiple steps interact with each other for tuning pathways. Using the nearly ubiquitous Embden-Meyerhof-Parnas pathway of glycolysis as a paradigm, the present study unveils a remarkable regulatory synergy between multiple allosteric proteins of a metabolic pathway and demonstrates its impact on cell survival in dynamic environments. By using complete pathway complementation, as well as single-gene complementation, the essential regulatory steps were identified to be glucokinase, phosphofructokinase, and pyruvate kinase. Expression of these enzymes together, even in the context of the Saccharomyces cerevisiae pathway, led to imbalances in glycolysis that could only be overcome by lowering the glucokinase activity. Integrating these results with kinetic modeling and microfluidics experiments, the present work reveals the key synergistic role played by allosteric regulations in preventing glycolytic imbalance in the model eukaryote Saccharomyces cerevisiae and highlights the power of synthetic biology in addressing long-standing questions in systems biology.IMPORTANCEAll forms of life are equipped with intricate molecular mechanisms that tune their cellular responses to external and internal cues. These mechanisms are key to cells' survival in natural environments and important for the performance of bioprocesses, which are characterized by variable environments (e.g., nutrient availability). One of these molecular mechanisms, protein allostery, enables rapid fine-tuning of the rate of cellular processes by modulating protein activity in response to metabolites in vivo. Using the industrial yeast and model eukaryote Saccharomyces cerevisiae as a paradigm, the present work reveals that, in the major route for sugar utilization known as glycolysis, three distinct allosteric regulations are critical to yeast cell survival when transitioning between carbon sources. These three regulations, while not required for pathway operation per se, allow efficient and balanced pathway operation under dynamic conditions. These findings, therefore, reveal a new aspect of yeast glycolysis, one of the best-studied metabolic pathways. ...
Although transplantation of single genes in yeast plays a key role in elucidating gene functionality in metazoans, technical challenges hamper humanization of full pathways and processes. Empowered by advances in synthetic biology, this study demonstrates the feasibility and implementation of full humanization of glycolysis in yeast. Single gene and full pathway transplantation revealed the remarkable conservation of glycolytic and moonlighting functions and, combined with evolutionary strategies, brought to light context-dependent responses. Human hexokinase 1 and 2, but not 4, required mutations in their catalytic or allosteric sites for functionality in yeast, whereas hexokinase 3 was unable to complement its yeast ortholog. Comparison with human tissues cultures showed preservation of turnover numbers of human glycolytic enzymes in yeast and human cell cultures. This demonstration of transplantation of an entire essential pathway paves the way for establishment of species-, tissue-, and disease-specific metazoan models. ...
The importance of obtaining comprehensive and accurate information from cellular proteomics experiments asks for a systematic investigation of sample preparation protocols. In particular when working with unicellular organisms with strong cell walls, such as found in the model organism and cell factory Saccharomyces cerevisiae. Here, we performed a systematic comparison of sample preparation protocols using a matrix of different conditions commonly applied in whole cell lysate, bottom-up proteomics experiments. The different protocols were evaluated for their overall fraction of identified spectra, proteome and amino acid sequence coverage, GO-term distribution and number of peptide modifications, by employing a combination of database and unrestricted modification search approaches. Ultimately, the best protocols enabled the identification of approximately 65–70% of all acquired fragmentation spectra, where additional de novo sequencing suggests that unidentified spectra were largely of too low spectral quality to provide confident spectrum matches. Generally, a range of peptide modifications could be linked to solvents, additives as well as filter materials. Most importantly, the use of moderate incubation temperatures and times circumvented excessive formation of modification artefacts. The collected protocols and large sets of mass spectrometric raw data provide a resource to evaluate and design new protocols and guide the analysis of (native) peptide modifications. Significance: The single-celled eukaryote yeast is a widely used model organism for higher eukaryotes in which, for example, the regulation of glycolysis is studied in the context of health and disease. Moreover, yeast is a widely employed cell factory because it is one of the few eukaryotic organisms that can efficiently grow under both aerobic and anaerobic conditions. Large-scale proteomics studies have become increasingly important for single-celled model organisms, such as yeast, in order to provide fundamental understanding of their metabolic processes and proteome dynamics under changing environmental conditions. However, comprehensive and accurate cellular proteomics experiments require optimised sample preparation procedures, in particular when working with unicellular organisms with rigid cell walls, such as found in yeast. Protocols may substantially bias towards specific protein fractions, modify native protein modifications or introduce artificial modifications. That lowers the overall number of spectral identifications and challenges the study of native protein modifications. Therefore, we performed a systematic study of a large array of protocols on yeast grown under highly controlled conditions. The obtained outcomes, the collected protocols and the mass spectrometric raw data enable the selection of suitable sample preparation elements and furthermore support the evaluation of (native) peptide modifications in yeast, and beyond. ...
Synthetic Genomics focuses on the construction of rationally designed chromosomes and genomes and offers novel approaches to study biology and to construct synthetic cell factories. Currently, progress in Synthetic Genomics is hindered by the inability to synthesize DNA molecules longer than a few hundred base pairs, while the size of the smallest genome of a self-replicating cell is several hundred thousand base pairs. Methods to assemble small fragments of DNA into large molecules are therefore required. Remarkably powerful at assembling DNA molecules, the unicellular eukaryote Saccharomyces cerevisiae has been pivotal in the establishment of Synthetic Genomics. Instrumental in the assembly of entire genomes of various organisms in the past decade, the S. cerevisiae genome foundry has a key role to play in future Synthetic Genomics developments. ...
Doctoral thesis (2022) - E. Knibbe, P.A.S. Daran-Lapujade, J.T. Pronk
One of the most conserved and central parts of metabolism is the pathway of glycolysis, that breaks down hexose sugars. While multiple variants of glycolytic pathway exist, the Emden-Meyerhof-Parnas pathway which converts glucose to two molecules of pyruvate with the net gain of two ATP and two reduced NADH moieties is the one predominantly found in eukaryotes. This well-studied metabolic pathway is important for industrial biotechnology, because sugars are often used as substrate for microbial production of fuels and chemicals, as well as human health, because of the involvement of glycolytic dysfunction and deregulation in diseases such as cancer. The analysis of glycolytic enzyme function is complicated by the presence in many organisms of a large range of secondary ‘moonlighting’ functions besides the main glycolytic function. Because of its robustness, genetic accessibility, ease of culture and highly expressed glycolytic pathway, baker’s yeast, Saccharomyces cerevisiae has been key to research on glycolysis. Besides its role in food and beverage production and as industrial host for e.g. bioethanol and insulin production, this yeast has been intensively used as a model organism to study fundamental processes and pathways... ...
The lager-brewing yeast Saccharomyces pastorianus is a hybrid between S. cerevisiae and S. eubayanus with an exceptional degree of aneuploidy. While chromosome copy number variation (CCNV) is present in many industrial Saccharomyces strains and has been linked to various industrially-relevant traits, its impact on the brewing performance of S. pastorianus remains elusive. Here we attempt to delete single copies of chromosomes which are relevant for the production of off-flavor compound diacetyl by centromere silencing. However, the engineered strains display CNV of multiple non-targeted chromosomes. We attribute this unintended CCNV to inherent instability and to a mutagenic effect of electroporation and of centromere-silencing. Regardless, the resulting strains displayed large phenotypic diversity. By growing centromere-silenced cells in repeated sequential batches in medium containing 10% ethanol, mutants with increased ethanol tolerance were obtained. By using CCNV mutagenesis by exposure to the mitotic inhibitor MBC, selection in the same set-up yielded even more tolerant mutants that would not classify as genetically modified organisms. These results show that CCNV of alloaneuploid S. pastorianus genomes is highly unstable, and that CCNV mutagenesis can generate broad diversity. Coupled to effective selection or screening, CCNV mutagenesis presents a potent tool for strain improvement. ...