Biology subjects

Volke, D. C.

Publications and source records attributed to Volke, D. C..

14 recordsLinked to original sources

bioRxiv2026

A rapid HPLC-based method to determine NAD(P)(H) and NMN redox cofactor concentrations and ratios in microbes

Redox cofactors are a key part of cellular physiology as they are involved in most metabolic pathways, and their ratios are linked to cellular robustness. However, measuring their levels in cells remains a challenge. Here, we describe a novel method to rapidly measure NAD(H), NADP(H) and nicotinamide mononucleotide (NMN) levels and their oxidized/reduced ratios using an HPLC connected to a fluorescence detector. By extensively characterizing this method and benchmarking it against the classical iodonitrotetrazolium (INT) assay, we show that this method results in accurate and reproducible measurements of NAD+, NADP+ and NMN levels in bacteria. We further demonstrate that this method can be used to determine intracellular NADH and NADPH concentrations and ratios of nicotinamide nucleotide cofactors in engineered Escherichia coli strains, as well as other bacterial species such as Pseudomonas putida.

biochemistry↗

bioRxiv2026

Multiparameter optimization extends the lifetime of cell-free protein synthesis in a high-throughput format

Cell-free protein synthesis (CFPS) is a powerful platform for synthetic biology, yet the factors governing reaction longevity remain poorly understood despite their importance for high-throughput applications. Here, the three principal determinants of CFPS performance--DNA template design, reaction composition, and lysate genotype--were systematically optimized to extend reaction lifetime in a 384-well plate format. Different energy regeneration systems were evaluated through real-time pH monitoring and metabolomic analyses to identify the metabolic constraints limiting prolonged protein synthesis. Lysates prepared from engineered Escherichia coli BL21(DE3) strains were further examined to assess the contributions of DNA, RNA, and amino acid stabilization. Systematic optimization of amino acid, nucleoside triphosphate, polyethylene glycol, and lysate concentrations identified DNA template stability and amino acid preservation as the primary factors sustaining CFPS activity. Combining these improvements yielded reactions that remained productive for >14 h and produced 567 {+/-} 64 g mL-1 active deGFP. These findings establish practical strategies for extending CFPS lifetime and improving high-throughput cell-free platforms.

molecular biology↗

bioRxiv2025

Integrated control of redox and energy metabolism by the membrane-bound and soluble transhydrogenases of Pseudomonas putida across metabolic regimes

Redox homeostasis is central to microbial physiology and stress adaptation, yet the functional roles of transhydrogenases remain poorly understood beyond a few organisms. In this study, we systematically explored how Pseudomonas putida, a model soil bacterium, integrates two distinct transhydrogenases (membrane-bound PntAB and soluble SthA) into a flexible and reversible redox-balancing system that supports metabolic robustness across diverse metabolic regimes. While single deletions of either enzyme had minimal impact on the overall fitness, the double {Delta}pntAB {Delta}sthA mutant exhibited growth defects, disrupted energy charge, and redox imbalance. Unexpectedly, SthA proved essential for acetate-dependent growth, a phenotype traced to a transcriptional regulator involved in glyoxylate metabolism. Transhydrogenases also mediated tolerance to formate, a key one-carbon (C1) substrate for biotechnology, by channeling reducing equivalents released during feedstock oxidation. Synergistic activity with native formate dehydrogenases enabled redox buffering, even under stressful conditions. Functional complementation with native and engineered NAD+- or NADP+-dependent dehydrogenases validated SthA as the main sink for excess NADH. Comparative genomics linked transhydrogenase gene neighborhoods to stress and membrane processes, highlighting their evolutionary significance. These findings redefine transhydrogenases as dynamic regulators of redox metabolism, not passive cofactor shuttles. Furthermore, this work positions P. putida as a prime host for redox-intensive applications, informing design principles for C1-based metabolic engineering. Graphical Abstract O_FIG O_LINKSMALLFIG WIDTH=200 HEIGHT=198 SRC="FIGDIR/small/686620v1_ufig1.gif" ALT="Figure 1"> View larger version (46K): org.highwire.dtl.DTLVardef@17c0e06org.highwire.dtl.DTLVardef@17cd094org.highwire.dtl.DTLVardef@161b5b9org.highwire.dtl.DTLVardef@1e1897e_HPS_FORMAT_FIGEXP M_FIG C_FIG

systems biology↗

bioRxiv2025

Mechanism-Guided Engineering of Fluorinase Unlocks EfficientNucleophilic Biofluorination

The fluorinase enzyme, the only known biocatalyst forming stable carbon-fluorine bonds, operates with extremely low efficiency, catalyzing one reaction every 2-12 minutes. This severely limits its utility for sustainable biofluorination, and its sluggish activity remains poorly understood. We suppressed its aggregation through directed mutagenesis and elucidated the kinetic mechanism using a novel mathematical framework that fits complex kinetic and oligomerization data. This analysis revealed that >80% of enzyme molecules are inactive under standard conditions due to two dead-end pathways. The designed W50F+A279R mutant preferentially formed hexamers and displayed enhanced catalytic efficiency in this oligomeric state. When coupled with mechanism-based optimization of the reaction medium, including enzymatic removal of the inhibitory product, the catalytic turnover rate reached 12.5 {+/-} 2.1 min-{superscript 1}, representing [~]60-fold increase compared with previously reported turnover rates of the wild-type enzyme. Our work provides a mechanistic blueprint for fluorinase enhancement and a generalizable mathematical framework for analyzing kinetics of multimeric enzymes.

biochemistry↗

bioRxiv2025

Genetic dissection of cyclic di-GMP signaling in Pseudomonas aeruginosa via diguanylate cyclase disruption

The second messenger bis-(3'[->]5')-cyclic dimeric guanosine monophosphate (c-di-GMP) governs adaptive responses in the opportunistic pathogen Pseudomonas aeruginosa, including biofilm formation and the transition from acute to chronic infections. Understanding the intricate c-di-GMP signaling network remains challenging due to the overlapping activities of numerous diguanylate cyclases (DGCs). In this study, we employed a CRISPR-based multiplex genome-editing tool to disrupt all 32 GGDEF domain-containing proteins (GCPs) implicated in c-di-GMP signaling in P. aeruginosa UCBPP-PA14. Phenotypic and physiological analyses revealed that the resulting mutant was unable to form biofilms and had attenuated virulence. Residual c-di-GMP levels were still detected despite the extensive GCP disruption, underscoring the robustness of this regulatory network. Taken together, these findings provide insights into the complex c-di-GMP metabolism and showcase the importance of functional overlapping in bacterial signaling. Moreover, our design overcomes the native redundancy in c-di-GMP synthesis, providing a framework to dissect individual DGC functions and paving the way for targeted strategies to address bacterial adaptation and pathogenesis.

microbiology↗

bioRxiv2024

Long-term evolution reveals the role of the circadian cycle in the environmental adaptation of cyanobacteria

Circadian clocks synchronize internal cellular states with diurnal rhythms. Widespread in bacteria and eukaryotes, they regulate a variety of physiological processes, from hormone secretion in animals to carbon fixation in photosynthetic organisms. The adaptive role of circadian clocks is assumed to stem from their ability to anticipate environmental change, yet their impact on ecological adaptation remains unclear. Here, we use experimental evolution to study the interplay between fitness and circadian regulation in the model cyanobacterium Synechococcus elongatus PCC 7942. After 1,200 generations under continuous, high-intensity illumination, we obtained a strain that grew six times faster than its ancestral counterpart. Genome sequencing revealed three mutations fixed in the population, two of which replicated the fast-growing phenotype in the wild-type. A deletion in SasA, a key circadian regulator, was essential for fast growth. Transcriptomic and metabolomic analyses revealed that this mutation perturbed the rhythmicity of the cycle, while simultaneously locking the cell in a transcriptomic response to high intensity illumination. A comparison with another fast- growing isolate, UTEX 2973, showed convergent transcriptomic states despite different driving mutations. Our results indicate that the clock acts not only as a timekeeping device, but also as an adaptive mechanism to optimize growth across diverse ecological conditions.

microbiology↗

bioRxiv2023

Release of extracellular DNA by Pseudomonas species as a major determinant for biofilm switching and an early indicator for cell population control

Withdrawal StatementThe authors have withdrawn this manuscript due to a duplicate posting of manuscript number BIORXIV/2021/430776. Therefore, the authors do not wish this work to be cited as reference for the project. If you have any questions, please contact the corresponding author. The correct preprint can be found at doi: 10.1101/2021.02.11.430776

microbiology↗

bioRxiv2023

A SEVA-based, CRISPR-Cas3-assisted genome engineering approach for Pseudomonas with efficient vector curing

The development of CRISPR-Cas-based engineering technologies has revolutionized the microbial biotechnology field. Over the years, the Class II Type II CRISPR-Cas9 system has become the gold standard for genome editing in many bacterial hosts. However, the Cas9 system does not allow efficient genomic integration in Pseudomonas putida, an emerging Synthetic Biology host, without the assistance of lambda-Red recombineering. In this work, we utilize the alternative Class I Type I-C CRISPR-Cas3 system from Pseudomonas aeruginosa as a highly-efficient genome editing tool for P. putida and P. aeruginosa. This system consists of two vectors, one encoding the Cas genes, CRISPR array and targeting spacer, and a second SEVA-vector, containing the homologous repair template. Both vectors are Golden Gate compatible for rapid cloning and are available with multiple antibiotic markers, for application in various Gram-negative hosts and different designs. By employing this Cas3 system, we successfully integrated an 820-bp cassette in the genome of P. putida and performed several genomic deletions in P. aeruginosa within four days, with an efficiency of >83% for both hosts. Moreover, by introducing a universal self-targeting spacer, the Cas3 system rapidly cures all helper vectors, including itself, from the host strain in a matter of days. As such, this system constitutes a valuable engineering tool for Pseudomonas, to complement the existing range of Cas9-based editing methods and facilitates genomic engineering efforts of this important genus. ImportanceThe CRISPR-Cas3 editing system as presented here facilitates the creation of genomic alterations in P. putida and P. aeruginosa in a straightforward manner. By providing the Cas3 system as a vector set with Golden Gate compatibility and different antibiotic markers, as well as by employing the established SEVA vector set to provide the homology repair template, this system is flexible and can readily be ported to a multitude of Gram-negative hosts. Besides genome editing, the Cas3 system can also be used as an effective and universal tool for vector curing. This is achieved by introducing a spacer that targets the oriT, present on the majority of established (SEVA) vectors. Based on this, the Cas3 system efficiently removes up to three vectors in only a few days. As such, this curing approach may also benefit other genomic engineering methods or remove naturally-occurring plasmids from bacteria.

synthetic biology↗

bioRxiv2023

Time-resolved, deuterium-based fluxomics uncovers the hierarchy and dynamics of sugar processing by Pseudomonas putida

Pseudomonas putida, a soil bacterium widely used for synthetic biology and metabolic engineering, processes glucose through convergent peripheral pathways that ultimately yield 6-phosphogluconate. Such a periplasmic gluconate shunt (PGS), composed by glucose and gluconate dehydrogenases, sequentially transforms glucose into gluconate and 2-ketogluconate. Although the secretion of these organic acids by P. putida has been extensively recognized, the mechanism and spatiotemporal regulation of the PGS remained elusive thus far. To address this challenge, we have developed a novel methodology for metabolic flux analysis, D-fluxomics, based on deuterated sugar substrates. D-Fluxomics demonstrated that the PGS underscores a highly dynamic metabolic architecture in glucose-dependent batch cultures of P. putida, characterized by hierarchical carbon uptake by the PGS throughout the cultivation. Additionally, we show that gluconate and 2-ketogluconate accumulation and consumption can be solely explained as a result of the interplay between growth rate-coupled and decoupled metabolic fluxes. As a consequence, the formation of these acids in the PGS is inversely correlated to the bacterial growth rate--unlike the widely studied overflow metabolism of Escherichia coli and yeast. Our findings, which underline survival strategies of soil bacteria thriving in their natural environments, open new avenues for engineering P. putida towards efficient, sugar-based bioprocesses.

systems biology↗

bioRxiv2022

Engineering of Pseudomonas putida for accelerated co-utilization of glucose and cellobiose yields aerobic overproduction of pyruvate explained by an upgraded metabolic model

Pseudomonas putida KT2440 is an attractive bacterial host for biotechnological production of valuable chemicals from renewable lignocellulosic feedstocks as it can valorize lignin-derived aromatics or cellulosic glucose. P. putida EM42, a genome-reduced variant of P. putida KT2440 endowed with advantageous physiological properties, was recently engineered for growth on cellobiose, a major cellooligosaccharide product of enzymatic cellulose hydrolysis. Co-utilization of cellobiose with glucose was achieved in a mutant lacking periplasmic glucose dehydrogenase Gcd (PP_1444). However, the cause of the observed co-utilization was not understood and the {Delta}gcd strain suffered from a significant growth defect. In this study, we aimed to investigate the basis of the simultaneous uptake of the two sugars and accelerate the growth of P. putida EM42 {Delta}gcd mutant for the bioproduction of valuable compounds from glucose and cellobiose. We show that the gcd deletion abolished the inhibition of the exogenous {beta}-glucosidase BglC from Thermobifida fusca by the intermediates of the periplasmic glucose oxidation pathway. The additional deletion of the hexR gene, which encodes a repressor of the upper glycolysis genes, failed to restore the rapid growth on glucose. The reduced growth rate of the {Delta}gcd mutant was partially compensated by the implantation of heterologous glucose (Glf from Zymomonas mobilis) and cellobiose (LacY from Escherichia coli) transporters. Remarkably, this intervention resulted in the accumulation of pyruvate in aerobic P. putida cultures. We demonstrated that the excess of this key metabolic intermediate can be redirected to the enhanced biosynthesis of ethanol and lactate. The overproduction of pyruvate was then unveiled by an upgraded genome-scale metabolic model constrained with proteomic and kinetic data. The model pointed to the saturation of glucose catabolism enzymes due to unregulated substrate uptake and it predicted improved bioproduction of pyruvate-derived chemicals by the engineered strain. This work sheds light on the co-metabolism of cellulosic sugars in an attractive biotechnological host and introduces a novel strategy for pyruvate overproduction in bacterial cultures under aerobic conditions. HighlightsO_LICo-utilization of glucose and cellobiose achieved in P. putida EM42 {Delta}gcd mutant. C_LIO_LIGrowth defect of the mutant compensated by implanting exogenous sugar transporters. C_LIO_LIEnhanced influx of carbon caused aerobic overproduction of pyruvate and acetate. C_LIO_LICarbon from excess pyruvate streamed into ethanol or L-lactate. C_LIO_LIPyruvate overproduction unveiled by a mathematical model of P. putida metabolism. C_LI

bioengineering↗

bioRxiv2022

Engineering cell morphology by CRISPR interference in Acinetobacter baylyi ADP1

Microbial production of intracellular compounds can be engineered by, for example, redirecting the carbon flux towards products and increasing the cell size. Potential engineering strategies include exploiting clustered regularly interspaced short palindromic repeats interference (CRISPRi)-based tools for controlling gene expression. Here, we applied CRISPRi for engineering Acinetobacter baylyi ADP1, a model bacterium for synthesizing intracellular storage lipids, namely wax esters. We firstly established an inducible CRISPRi system for strain ADP1, which enables tightly controlled repression of target genes. We then targeted the glyoxylate shunt to redirect carbon flow towards wax esters. Secondly, we successfully employed CRISPRi for modifying cell morphology by repressing ftsZ, an essential gene required for cell division, in combination with targeted knock-outs to generate significantly enlarged filamentous or spherical cells, respectively. The engineered cells sustained increased wax ester production metrics, demonstrating the potential of cell morphology engineering in the production of intracellular lipids.

bioengineering↗

bioRxiv2022

A non-conventional archaeal fluorinase identified by in silico mining catalyzes the fastest natural nucleophilic fluorination

Fluorinases, the only enzymes known to catalyze the transfer of fluorine to an organic molecule, are essential biocatalysts for the sustainable synthesis of valuable organofluorines. However, the few fluorinases identified so far have low turnover rates that hamper biotechnological applications. Here, we isolated and characterized putative fluorinases retrieved from systematic in silico mining and identified a non-conventional archaeal enzyme from Methanosaeta sp. that mediates the highest fluorination rate reported to date. Furthermore, we demonstrate enhanced production of fluoronucleotides in vivo in a bacterial host engineered with this archaeal fluorinase, paving the way towards synthetic metabolism for efficient biohalogenations. Fastest biological SN2 fluorination

synthetic biology↗

bioRxiv2021

Extracellular DNA (eDNA) enables early detection of the phenotypic switch of Pseudomonas sp. during biofilm development

The different steps involved in biofilm formation have been the subjects of intensive researches. However, the very early cell decision-making process related to the switch from planktonic to sessile state still remains uncharacterized. Based on the use of Pseudomonas putida KT2440 and derivatives with varying biofilm-forming capabilities, we observed a subpopulation of cells bound to extracellular DNA (eDNA) in the planktonic phase, as indicated by propidium iodide (PI) staining. Strikingly, the size of this eDNA-bound/PI-positive subpopulation correlated with the overall biofilm forming capability of the bacterial population. This finding challenges the conventional view of phenotypic switching and suggests that, in Pseudomonas, biofilm switching is determined collectively based on the quantity of eDNA released in the supernatant. The whole process can be followed based on automated flow cytometry, and the appearance of PI-positive cells was considered as an early-warning indicator for biofilm formation. For this purpose, automated glucose pulsing was used successfully to interfere with the proliferation of PI-positive cells, resulting in a reduction of biofilm formation. This study provides insights into the collective determinants of biofilm switching in Pseudomonas species and introduces a potential strategy for controlling biofilm formation.

microbiology↗

bioRxiv2021

Cofactor specificity of glucose-6-phosphate dehydrogenase isozymes in Pseudomonas putida reveals a general principle underlying glycolytic strategies in bacteria

Glucose-6-phosphate dehydrogenase (G6PDH) is widely distributed in nature and catalyzes the first committing step in the oxidative branch of the pentose phosphate (PP) pathway, feeding either the reductive PP or the Entner-Doudoroff pathway. Besides its role in central carbon metabolism, this dehydrogenase also provides reduced cofactors, thereby affecting redox balance. Although G6PDH is typically considered to display specificity towards nicotinamide adenine dinucleotide phosphate (NADP+), some variants accept nicotinamide NAD+ similarly (or even preferentially). Furthermore, the number of G6PDH isozymes encoded in bacterial genomes varies from none to more than four orthologues. On this background, we systematically analyzed the interplay of the three G6PDH isoforms of the soil bacterium Pseudomonas putida KT2440 from a genomic, genetic and biochemical perspective. P. putida represents an ideal model to tackle this endeavor, as its genome encodes numerous gene orthologues for most dehydrogenases in central carbon metabolism. We show that the three G6PDHs of strain KT2440 have different cofactor specificities, and that the isoforms encoded by zwfA and zwfB carry most of the activity, acting as metabolic gatekeepers for carbon sources that enter at different nodes of the biochemical network. Moreover, we demonstrate how multiplication of G6PDH isoforms is a widespread strategy in bacteria, correlating with the presence of an incomplete Embden-Meyerhof-Parnas pathway. Multiplication of G6PDH isoforms in these species goes hand-in-hand with low NADP+ affinity at least in one G6PDH isozyme. We propose that gene duplication and relaxation in cofactor specificity is an evolutionary strategy towards balancing the relative production of NADPH and NADH. ImportanceProtein families have likely arisen during evolution by gene duplication and divergence followed by neo-functionalization. While this phenomenon is well documented for catabolic activities (typical of environmental bacteria that colonize highly polluted niches), the co-existence of multiple isozymes in central carbon catabolism remains relatively unexplored. We have adopted the metabolically-versatile soil bacterium Pseudomonas putida KT2440 as a model to interrogate the physiological and evolutionary significance of co-existing glucose-6-phosphate dehydrogenase (G6PDH) isozymes. Our results show that each of the three G6PDHs encoded in this bacterium display distinct biochemical properties, especially at the level of cofactor preference, impacting bacterial physiology in a carbon source-dependent fashion. Furthermore, the presence of multiple G6PDHs differing in NAD+- or NADP+-specificity in bacterial species strongly correlates with their predominant metabolic lifestyle. Our findings support the notion that multiplication of genes encoding cofactor-dependent dehydrogenases is a general evolutionary strategy towards achieving redox balance according to the growth conditions.

systems biology↗