Data acquisition and control of a continuous fermentation unit

Summary Data acquisition and computer control ofZymomonas mobilis fermentation for ethanol production has been studied. An HP 200 series microcomputer system was used in conjunction with an HP 3497A data acquisition unit. On-line ethanol, glucose and cell mass were measured for use as possible control variables. Dilution rate was used as the manipulative variable. A versatile, user-friendly data acquisition program was written to gather, control and analyze data from the continuous fermentation. The program allows user-given control and calibration algorithms so that sophisticated control policies, e.g., self-tuning regulator (STR) and instrumentation, can be implemented with relative ease.     

Oscillations in the energy metabolism of the host and symbiont of a cicada. I. Analysis of possible metabolic and physiologic correlations of both systems]

The insect group which includes cicadas harbours intracellular bacterial symbionts which are passed on from generation to generation in the form of a 'symbiont ball' inserted between the egg membrane and the rear pole of the egg cell. Bioluminiscence methods can be used to measure the oscillations in ATP, ADP and AMP levels in egg systems which have been separated into a host and a symbiont part (Euscelidius variegatus, Euscelis incisus), and which are exposed to constant light or light-dark variations under otherwise constant conditions (26 degrees C, 70% relative humidity, 7000 lux). The energy charge can be calculated from the ATP, ADP and AMP concentrations. Comparisons of such curves suggest an 'antagonistic' relationship in the energy metabolism of the host and symbiont parts of the egg. The minima of oscilaltions in the host's energy metabolism generally occur at the same time as the maxima in the endocytobionts energy metabolism. Antagonistic correlations between the nucleus/cytoplasm and mitochondria/plastids were also observed in the eucyte system. Analogies between the two systems can be explained satisfactorily by the endosymbiont theory of the origin of eucytes. It follows that insect endocytobioses can serve as an experimental model for the biochemical analysis of the eucyte system.     

ADP modulates the dynamic behavior of the glycolytic pathway of Escherichia coli

A mathematical model that includes biochemical interactions among the PTS system, phosphofructokinase (PFK), and pyruvate kinase (PK) is used to evaluate the dynamic behavior of the glycolytic pathway of Escherichia coli under steady-state conditions. The influence of ADP, phosphoenolpyruvate (PEP), and fructose-6-phosphate (F6P) on the dynamic regulation of this pathway is also analyzed. The model shows that the dynamic behavior of the system is affected significantly depending on whether ADP, PEP, or F6P is considered constant a steady state. Sustained oscillations are observed only when dADP/dt not equal 0 and completely suppressed if dADP/dt = 0 at any steady-state value. However, when PEP or F6P is constant, the system evolves toward the formation of stable limit cycles with periods ranging from 0.2 min to hours.     

Effect of ADP on Na(+)-Na(+) exchange reaction kinetics of Na,K-ATPase

The whole-cell voltage-clamp technique was used in rat cardiac myocytes to investigate the kinetics of ADP binding to phosphorylated states of Na,K-ATPase and its effects on presteady-state Na(+)-dependent charge movements by this enzyme. Ouabain-sensitive transient currents generated by Na,K-ATPase functioning in electroneutral Na(+)-Na(+) exchange mode were measured at 23 degrees C with pipette ADP concentrations ([ADP]) of up to 4.3 mM and extracellular Na(+) concentrations ([Na](o)) between 36 and 145 mM at membrane potentials (V(M)) from -160 to +80 mV. Analysis of charge-V(M) curves showed that the midpoint potential of charge distribution was shifted toward more positive V(M) both by increasing [ADP] at constant Na(+)(o) and by increasing [Na](o) at constant ADP. The total quantity of mobile charge, on the other hand, was found to be independent of changes in [ADP] or [Na](o). The presence of ADP increased the apparent rate constant for current relaxation at hyperpolarizing V(M) but decreased it at depolarizing V(M) as compared to control (no added ADP), an indication that ADP binding facilitates backward reaction steps during Na(+)-Na(+) exchange while slowing forward reactions. Data analysis using a pseudo three-state model yielded an apparent K(d) of approximately 6 mM for ADP binding to and release from the Na,K-ATPase phosphoenzyme; a value of 130 s(-1) for k(2), a rate constant that groups Na(+) deocclusion/release and the enzyme conformational transition E(1) approximately P --> E(2)-P; a value of 162 s(-1)M(-1) for k(-2), a lumped second-order V(M)-independent rate constant describing the reverse reactions; and a Hill coefficient of approximately 1 for Na(+)(o) binding to E(2)-P. The results are consistent with electroneutral release of ADP before Na(+) is deoccluded and released through an ion well. The same approach can be used to study additional charge-moving reactions and associated electrically silent steps of the Na,K-pump and other transporters.     

Bovine spermatozoa incorporate 32Pi into ADP by an unknown pathway.

Intact ejaculated bovine sperm incorporate 32Pi into ADP to a specific activity two to three times higher than into ATP. This contrasts with other cell types where ATP specific activity is higher than that of ADP. Predominant labeling of ADP may be partially due to compartmentation of ATP, but removal of cytosolic ATP does not change the relative labeling of ADP and ATP. Dilution of extracellular 32Pi following labeling resulted in loss of 70% of label from ADP but only 50% loss from gamma-ATP at 26 min. ADP was labeled in the absence of detectable ATP in the presence of rotenone plus antimycin. Fractionation of ejaculated sperm yielded midpieces that are depleted of adenylate kinase and have coupled respiration. ATP was labeled with 32Pi, but ADP was not in midpieces. Evidence for mitochondrial substrate level phosphorylation-supported incorporation of 32Pi into nucleotides was observed for intact sperm incubated with pyruvate and inhibitors of oxidative phosphorylation, but this activity did not occur in midpieces and does not appear to explain disproportionate labeling of ADP. We conclude that labeling of ADP in intact and permeabilized cells occurs by two pathways; one involves adenylate kinase, and the other is an unknown pathway which may be independent of ATP.     

Initial events of light-dependent ATP synthesis in spinach subchloroplast particles.

The kinetics of 32Pi incorporation into adenine nucleotides by subchloroplast particles in the light is studied with a continuous flow apparatus allowing measurements between 3 and 200 ms. After a short lag time from 1 to 3 ms ATP synthesis proceeds with a constant rate. During the first few milliseconds a faster labelling of ADP is detected. This labelling of ADP reaches a constant level up to 1 molecule ADP labelled per molecule of coupling factor present. The labelling pattern in ATP indicates that the labelled ADP does not equilibrate with free ADP. The addition of 32Pi to a phosphorylating system during the light phase (32Pi pulse) exhibits unchanged kinetic characteristics for labelling of ATP and ADP. These results indicate a phosphorylation of AMP to ADP being an intermediate step in photophosphorylation. In experiments carried out in the dark no label is found in ATP within the time analysed. However the labelling of ADP occurs in the same way as in the light.     

Surface EMG force modeling with joint angle based calibration

In this paper, a calibration method to compensate for changes in SEMG amplitude with joint angle is introduced. Calibration factors were derived from constant amplitude surface electromyogram (SEMG) recordings from the biceps brachii (during elbow flexion) and the triceps brachii (during elbow extension) across seven elbow joint angles. SEMG data were then recorded from the elbow flexors (biceps brachii and brachioradialis) and extensors (triceps brachii) during isometric, constant force flexion and extension contractions at the same joint angles. The resulting force at the wrist was measured. The fast orthogonal search method was used to find a mapping between the system inputs – estimated SEMG amplitudes and joint angle – and the system output – measured force, for both calibrated and non-calibrated SEMG data. Models developed with calibrated data yielded a statistically significant improvement in force estimation compared to models developed with non-calibrated data, suggesting that the calibration method can compensate for changes in the SEMG–force relationship with changing joint angle. It was also found that the number of non-linear, joint angle-dependent terms used in the SEMG–force model was reduced with calibration. Additionally, initial inter-session analysis performed for four subjects suggests that calibration values can be used for subsequent recording sessions, and different output force levels.     

Dependence of mitochondrial and cytosolic adenine nucleotides on oxygen partial pressure in isolated hepatocytes. Application of a new rapid high pressure filtration technique for fractionation.

By using a new rapid high pressure filtration technique, mitochondrial and cytosolic ATP and ADP contents were determined in isolated hepatocytes at different oxygen partial pressures. At 670 mmHg, subcellular adenine nucleotide contents and ATP/ADP ratios were comparable with values obtained with the digitonin fractionation technique. However at lower oxygen partial pressure ADP appears to be rephosphorylated during digitonin fractionation whereas with high pressure filtration fractionation rephosphorylation of ADP is avoided due to shorter fractionation times. Cytosolic and mitochondrial ATP/ADP ratios decrease if oxygen partial pressure is lowered. However the absolute values of ATP/ADP ratios depend critically on the incubation conditions. Thus incubation of hepatocytes in an oxystat system, where oxygen partial pressure is maintained constant by infusing oxygen-saturated medium and the hepatocyte suspension is continuously stirred, yields much higher subcellular and overall ATP/ADP ratios than incubation in Erlenmeyer flasks gassed with different gas mixtures and shaken in a water bath. This is ascribed to limited diffusion of oxygen from the medium into the cell if the suspension is not mixed thoroughly by stirring. The strong dependence of subcellular ATP/ADP ratios on incubation conditions indicates that oxygen may be one rate-controlling factor for oxidative phosphorylation in the intact cell.     

Comparison of different camera calibration approaches for underwater applications

The purpose of this study was to compare three camera calibration approaches applied to underwater applications: (1) static control points with nonlinear DLT; (2) moving wand with nonlinear camera model and bundle adjustment; (3) moving plate with nonlinear camera model. The DVideo kinematic analysis system was used for underwater data acquisition. The system consisted of two gen-locked Basler cameras working at 100 Hz, with wide angle lenses that were enclosed in housings. The accuracy of the methods was compared in a dynamic rigid bar test (acquisition volume-4.5×1×1.5 m(3)). The mean absolute errors were 6.19 mm for the nonlinear DLT, 1.16 mm for the wand calibration, 1.20 mm for the 2D plate calibration using 8 control points and 0.73 mm for the 2D plane calibration using 16 control points. The results of the wand and 2D plate camera calibration methods were less associated to the rigid body position in the working volume and provided better accuracy than the nonlinear DLT. Wand and 2D plate camera calibration methods presented similar and highly accurate results, being alternatives for underwater 3D motion analysis.     

ADP release is rate limiting in steady-state turnover by the dynein adenosinetriphosphatase

The kinetics of the product release steps in the pathway of ATP hydrolysis by dynein were investigated by examining the rate and partition coefficient of phosphate-water 18O exchange under equilibrium and steady-state conditions. Dynein catalyzed both medium and intermediate phosphate-water oxygen exchange with a partition coefficient of 0.30. The dependence of the rate of loss of the fully labeled phosphate species on the concentration of ADP was hyperbolic, with an apparent Kd for the binding of ADP to dynein of 0.085 mM. The apparent second-order rate constant for phosphate binding to the dynein-ADP complex was 8000 M-1 s-1. The time course of medium phosphate-water oxygen exchange during net ATP hydrolysis was examined in the presence of an ATP regeneration system. The observed rate of loss of P18O4 was comparable to the rate observed at saturating ADP which implies that ADP release is rate limiting for dynein in the steady state. Product inhibition of the dynein ATPase was also examined. ADP inhibited the enzyme competitively with a Ki of 0.4 mM. Phosphate was a linear noncompetitive mixed-type inhibitor with a Ki of 11 mM. These data were fit to a model in which phosphate release is fast and is followed by rate-limiting release of ADP, allowing us to define each rate constant in the pathway. A discrepancy between the total free energy calculated compared to the known free energy of ATP hydrolysis suggests that there is an additional step in the pathway, perhaps involving a change in conformation of the enzyme-ADP state preceding ADP release.     

Kinetic evidence of the interaction of three nucleotide-binding centers of mitochondrial ATP-synthetase

It is shown that methanol significantly decreases the rate of ATP-dependent activation of submitochondrial particle ATPase blocked by low (approximately 1 microM) ADP concentrations, having an insignificant effect on the initial rate of ATP hydrolysis. The dissociation rate constant for the F1.ADP complex (Kd = approximately 2.10(-8) M) decreases thereby from 0.28 to 0.12 min-1. Within a narrow range of ADP concentrations (2-40 microM) used to inhibit ATPase, the activation rate constant measured in the presence of methanol changes from the minimum (0.12 min-1) to the maximum (0.48 min-1) value. The rate of dissociation of the enzyme-inhibitor complexes formed in the presence of low (approximately 1 microM) or high (greater than or equal to 40 microM) ADP concentrations depends on the concentration of ATP in a similar way. In the presence of EDTA, the enzyme-inhibitor complex (ADP.F1.ADP) is activated within 1-3 minutes, whereas the dissociation of the F1.ADP complex proceeds on an hour scale. The results obtained are interpreted as the interaction of at least three nucleotide-binding sites in the membrane-bound F1.     

Regulation of force development studied by photolysis of caged ADP in rabbit skinned psoas fibers.

The present study examined the effects of Ca(2+) and strongly bound cross-bridges on tension development induced by changes in the concentration of MgADP. Addition of MgADP to the bath increased isometric tension over a wide range of [Ca(2+)] in skinned fibers from rabbit psoas muscle. Tension-pCa (pCa is -log [Ca(2+)]) relationships and stiffness measurements indicated that MgADP increased mean force per cross-bridge at maximal Ca(2+) and increased recruitment of cross-bridges at submaximal Ca(2+). Photolysis of caged ADP to cause a 0.5 mM MgADP jump initiated an increase in isometric tension under all conditions examined, even at pCa 6.4 where there was no active tension before ADP release. Tension increased monophasically with an observed rate constant, k(ADP), which was similar in rate and Ca(2+) sensitivity to the rate constant of tension re-development, k(tr), measured in the same fibers by a release-re-stretch protocol. The amplitude of the caged ADP tension transient had a bell-shaped dependence on Ca(2+), reaching a maximum at intermediate Ca(2+) (pCa 6). The role of strong binding cross-bridges in the ADP response was tested by treatment of fibers with a strong binding derivative of myosin subfragment 1 (NEM-S1). In the presence of NEM-S1, the rate and amplitude of the caged ADP response were no longer sensitive to variations in the level of activator Ca(2+). The results are consistent with a model in which ADP-bound cross-bridges cooperatively activate the thin filament regulatory system at submaximal Ca(2+). This cooperative interaction influences both the magnitude and kinetics of force generation in skeletal muscle.     

Real-time in situ monitoring of freely suspended and immobilized cell cultures based on mid-infrared spectroscopic measurements.

Glucose and lactate profiles in Chinese hamster ovary cell cultures were accurately monitored in real time and in situ during three bioreactor batch cultures lasting 11,15, and 15 days performed within a 60-day period. Monitoring was accomplished using in situ-collected mid-infrared spectra analyzed with a priori one-time established partial least-squares regression models. The robustness of the technique was demonstrated by application of these models without modification after 2.3 years. Neither recalibration nor instrument maintenance was required during the 2.3-year period, except for the daily filling of liquid nitrogen for detector cooling during operation. The lactate calibration model yielded accurate absolute concentration estimations during each of the batch cultures with standard errors of estimate from 1 to 3 mM. The a priori-established glucose calibration model yielded concentration estimations with an off-set, which was constant throughout a culture. Adjustment of the off-set before inoculation resulted in accurate concentration estimations with Standard errors of estimate of approximately 1 mM for each of the bioreactor cultures. Sensitivity in detecting differences of 0.5 mM and selectivity against variation of one metabolite while the other was kept constant was demonstrated during standard additions of either glucose or lactate. The sensor system proved to be reliable, simple, accurate, sterile, and capable of long-term automatic operation and is considered to be mature enough to be routinely applied for in situ (on-line) cell culture monitoring.     

Dynamic compartmentation of adenine nucleotides in the mitochondrial intermembrane space of rat-heart mitochondria

To investigate whether or not the mitochondrial intermembrane space together with the extramitochondrial space form a homogeneous pool for adenine nucleotides, rat-heart mitochondria were studied in reconstituted systems with pyruvate kinase and ADP-producing enzymes with varied localization. In the hexokinase system, ADP is produced extramitochondrially by added yeast hexokinase, whereas in the creatine kinase system mitochondrial creatine kinase is responsible for ADP regeneration in the intermembrane space. The dependence of mitochondrial respiration on the extramitochondrial [ATP]/[ADP] ratio in both systems was investigated experimentally and by means of computer simulation. Near the resting state, higher [ATP]/[ADP] ratios were found in the creatine kinase system than in the hexokinase system at the same rate of respiration. This and the maintaining of a substantial creatine kinase-stimulated respiration in the presence of pyruvate kinase in excess is explained by a two-compartment model considering diffusion limitations of adenine nucleotides. A diffusion rate constant of (8.7 +/- 4.7) 10(4) microliters X mg-1 X min-1 for ADP and ATP was estimated, resulting in rate-dependent concentration differences up to 13.7 microM AdN between the extramitochondrial space and the AdN-translocator at the maximum rate of oxidative phosphorylation of rat-heart mitochondria. The results support the assumption that ADP diffusion towards the AdN-translocator is limited if its extramitochondrial concentration is low, resulting in a dynamic compartmentation of adenine nucleotides in the mitochondrial intermembrane space.     

Affinity labeling of an allosteric ADP site of glutamate dehydrogenase by 2-(4-bromo-2,3-dioxobutylthio)adenosine 5'-monophosphate

Bovine liver glutamate dehydrogenase reacts covalently with the adenine nucleotide analogue 2-(4-bromo-2,3-dioxobutylthio)adenosine 5'-monophosphate (2-BDB-TAMP) with incorporation of about 1 mol of reagent/mol of enzyme subunit. The modified enzyme is not inactivated by this reaction as measured in the absence of allosteric effectors. Native glutamate dehydrogenase is activated by ADP and inhibited by high concentrations of NADH; both of these effects are irreversibly decreased upon reaction of the enzyme with 2-BDB-TAMP. The decrease in activation by ADP was used to determine the rate constant for reaction with 2-BDB-TAMP. The rate constant (kobs) for loss of ADP activation exhibits a nonlinear dependence on 2-BDB-TAMP concentration, suggesting a reversible binding of reagent (KR = 0.74 mM) prior to irreversible modification. At 1.2 mM 2-BDB-TAMP, kobs = 0.060 min-1 and is not affected by alpha-ketoglutarate or GTP, but is decreased to 0.020 min-1 by 5 mM NADH and to zero by 5 mM ADP. Incorporation after incubation with 1.2 mM 2-BDB-TAMP for 1 h at pH 7.1 is 1.02 mol/mol enzyme subunit in the absence but only 0.09 mol/subunit in the presence of ADP. The enzyme protected with 5 mM ADP behaves like native enzyme in its activation by ADP and in its inhibition by NADH. Native enzyme binds reversibly 2 mol of [14C]ADP/subunit, whereas modified enzyme binds only 1 mol of ADP/peptide chain. These results indicate that incorporation of 1 mol of 2-BDB-TAMP causes elimination of one of the ADP sites of the native enzyme. 2-BDB-TAMP acts as an affinity label of an ADP site of glutamate dehydrogenase and indirectly influences the NADH inhibitory site.     

DGCyTOF: Deep learning with graphic cluster visualization to predict cell types of single cell mass cytometry data

Single-cell mass cytometry, also known as cytometry by time of flight (CyTOF) is a powerful high-throughput technology that allows analysis of up to 50 protein markers per cell for the quantification and classification of single cells. Traditional manual gating utilized to identify new cell populations has been inadequate, inefficient, unreliable, and difficult to use, and no algorithms to identify both calibration and new cell populations has been well established. A deep learning with graphic cluster (DGCyTOF) visualization is developed as a new integrated embedding visualization approach in identifying canonical and new cell types. The DGCyTOF combines deep-learning classification and hierarchical stable-clustering methods to sequentially build a tri-layer construct for known cell types and the identification of new cell types. First, deep classification learning is constructed to distinguish calibration cell populations from all cells by softmax classification assignment under a probability threshold, and graph embedding clustering is then used to identify new cell populations sequentially. In the middle of two-layer, cell labels are automatically adjusted between new and unknown cell populations via a feedback loop using an iteration calibration system to reduce the rate of error in the identification of cell types, and a 3-dimensional (3D) visualization platform is finally developed to display the cell clusters with all cell-population types annotated. Utilizing two benchmark CyTOF databases comprising up to 43 million cells, we compared accuracy and speed in the identification of cell types among DGCyTOF, DeepCyTOF, and other technologies including dimension reduction with clustering, including Principal Component Analysis (PCA), Factor Analysis (FA), Independent Component Analysis (ICA), Isometric Feature Mapping (Isomap), t-distributed Stochastic Neighbor Embedding (t-SNE), and Uniform Manifold Approximation and Projection (UMAP) with k-means clustering and Gaussian mixture clustering. We observed the DGCyTOF represents a robust complete learning system with high accuracy, speed and visualization by eight measurement criteria. The DGCyTOF displayed F-scores of 0.9921 for CyTOF1 and 0.9992 for CyTOF2 datasets, whereas those scores were only 0.507 and 0.529 for the t-SNE+k-means; 0.565 and 0.59, for UMAP+ k-means. Comparison of DGCyTOF with t-SNE and UMAP visualization in accuracy demonstrated its approximately 35% superiority in predicting cell types. In addition, observation of cell-population distribution was more intuitive in the 3D visualization in DGCyTOF than t-SNE and UMAP visualization. The DGCyTOF model can automatically assign known labels to single cells with high accuracy using deep-learning classification assembling with traditional graph-clustering and dimension-reduction strategies. Guided by a calibration system, the model seeks optimal accuracy balance among calibration cell populations and unknown cell types, yielding a complete and robust learning system that is highly accurate in the identification of cell populations compared to results using other methods in the analysis of single-cell CyTOF data. Application of the DGCyTOF method to identify cell populations could be extended to the analysis of single-cell RNASeq data and other omics data.     

Maintenance and exchange of the aromatic amino acid pool in Escherichia coli

The pool of phenylalanine, tyrosine, and tryptophan is formed in Escherichia coli K-12 by a general aromatic transport system [Michaelis constant (K(m)) for each amino acid approximately 5 x 10(-7)m] and three further transport systems each specific for a single aromatic amino acid (K(m) for each amino acid approximately 2 x 10(-6)m, reference 3). When the external concentration of a particular aromatic amino acid is saturating for both classes of transport system, the free amino acid pool is supplied with external amino acid by both systems. Blocking the general transport system reduces the pool size by 80 to 90% but does not interfere with the supply of the amino acid to protein synthesis. If, however, the external concentration is too low to saturate specific transport, blocking general transport inhibits the incorporation of external amino acid into protein by about 75%. It is concluded that the amino acids transported by either class of transport system can be used for protein synthesis. Dilution of the external amino acid or deprivation of energy causes efflux of the aromatic pool. These results and rapid exchange observed between pool amino acid and external amino acids indicate that the aromatic pool circulates rapidly between the inside and the outside of the cell. Evidence is presented that this exchange is mediated by the aromatic transport systems. Mutation of aroP (a gene specifying general aromatic transport) inhibits exit and exchange of the small pool generated by specific transport. These findings are discussed and a simple physiological model of aromatic pool formation, and exchange, is proposed.     

A comparison of the effect of vanadate on the binding of myosin-subfragment-1.ADP to actin and on actomyosin subfragment 1 ATPase activity

Equilibrium binding studies were used to determine the binding constant of vanadate ion (Vi), to the complex of actomyosin subfragment 1 (S1) with ADP and Vi and of actin to the myosin S1.ADP.Vi complex. The proteins used were obtained from rabbit skeletal muscle. Pre-steady-state measurements were also performed to determine the rates of Vi association and dissociation from the actomyosin S1.ADP.Vi complex. Using these measured values in a simple model, the steady-state actomyosin S1 ATPase activity was predicted over a range of Vi concentrations. This model predicted that Vi would have little effect on the actomyosin S1 ATPase activity. In agreement with this prediction, the measured ATPase activity of actomyosin S1 was not greatly inhibited by Vi, except at high concentrations at which polymeric species of Vi may occur (greater than 900 microM).     

Assay of ribonucleotide reductase activity in intact permeabilized hamster cells: an evaluation

An intact cell assay system, based on Tween-80 permeabilization can be used to investigate ribonucleotide reductase activity in a variety of mammalian cell lines. An important consideration in the use of intact cells is the presence of other nucleotide metabolizing activities. The influence of these activities on estimates of pyrimidine (CDP) and purine (ADP) reductase in permeabilized hamster cells has been examined. Studies on the incorporation of label from CDP and ADP into RNA indicated that a very small proportion of the reductase substrates was eventually incorporated into RNA during routine enzyme assays, and would have no detectable effect on activity estimates. The possibility that the products of the reaction (dCDP and dADP) were eventually phosphorylated and incorporated into DNA was also examined, and it was found that proper permeabilization of the cells eliminated or greatly reduced loss of deoxyribonucleotides to DNA. An analysis by HPLC of nucleotides present during CDP and ADP reductase reactions showed that various kinases and phosphatases were active in permeabilized cells, as all levels of phosphorylation of nucleotide substrates and allosteric effectors were detected. The base composition of the nucleotides added to the assay systems were not altered. Although movement of phosphates occurred during the assay, the concentrations of substrates quickly reached equilibrium (within 1 min) with their respective nucleosides and nucleotides, resulting in a relatively constant although reduced concentration of CDP or ADP substrates during the 20-min assay. Similarly the levels of allosteric effectors, ATP for pyrimidine and dGTP for purine reductase activities, declined within the first minute of the assays and quickly reached an equilibrium with their respective adenine or guanine containing nucleotides during most of the reaction time. Although useful approximations of intracellular reductase activity can be obtained without correcting for modified nucleotide concentrations, precise determinations can be calculated when these alterations are taken into consideration. For example, estimates of intracellular K_m values for CDP closely resembled those reported with highly purified mammalian enzyme preparations in other studies. Clearly, the intact cell assay system provides worthwhile information about mammalian ribonucleotide reductase in its physiologically relevant environment.     

Precision of sensing cell length via concentration gradients

Unicellular organisms are typically found to have a characteristic cell size. To achieve a homeostatic distribution of cell sizes over many generations requires that cell length is actively sensed and regulated. However, the mechanisms by which cell size is controlled remain poorly understood. Recent experiments in fission yeast have shown that cell length is controlled in part by polar gradients of the protein Pom1 together with localized measurement of concentration at midcell. Dilution as the cell grows leads to a reduction in the midcell protein concentration, which lifts a block on mitosis. Here we analyze the precision of this mechanism for length sensing in the presence of inevitable intrinsic noise in the processes leading to formation and measurement of this gradient. We find that the use of concentration gradients allows for more robust length sensing than a comparable spatially uniform system, and allows for reliable length determination even if the average protein concentration throughout the cell remains constant as the cell grows. Optimal values for the gradient decay length and receptor dissociation constant emerge from maximizing sensitivity while minimizing the impact of density fluctuations.