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[Mathematical model of the electrical field in ischemic hearts].

The distribution of injury potentials on the cardiac and thoracic surface has been simulated by means of a simple, two-dimensional mathematical model utilizing the solid angle theory. The endocardial, epicardial and thoracic surfaces were represented by three concentric circumferences with radius of 2, 3 and 8 cm; the calculations have been performed with a digital computer (PDP 11/40). Five groups of ischemias have been considered according to their geometrical characteristics: three groups of ischemias affecting the entire ventricular wall, one group of subepicardial and one of subendocardial ischemias. The distribution of epicardial potentials clearly indicated the axis of symmetry and the epicardial border of all the ischemias where such a border existed. Conversely, visual inspection of the curves depicting the distribution of precordial potentials enabled little or no insight to be gained into the location and geometry of the ischemic areas; however, the epicardial or endocardial borders of the ischemic region could be easily determined from precordial data by using the mathematical model. In conclusion, detailed mapping of precordial injury potentials make it possible to obtain significant information on the location and geometry of myocardial ischemias, provided a suitable mathematical model is available.

Coronary Disease↗

Interaction between oncogen activation and tumor suppressor gene activation in the genesis of five human neoplasias. A mathematical study.

The purpose of this study is to elucidate the nature of the mathematical regularity between the incidence of two particular neoplasia in their risk variations in space using world statistics. Our investigation covered 5 cancers in the tumor spectrum, 47 cancer registration units in space, and 1978 to 1982 in time. A 2 dimensional diagram was used to illustrate intercancer relationship, and log-transformed figures of the age-adjusted incidence rate (AAIR) in place of original (untransformed) figures were used as a measure of cancer risk for both statistical analysis and graphic illustration of data distribution. More specifically, the emphasis of study was on investigating the relation between the type of data distribution and the fitness of a given cancer pair to a mathematical equilibrium model under the control of the law of mass action. The results obtained are as follows: 1) A total of 7 tumor pairs investigated were divided into 3 elementary types according to their data distribution pattern-globular star cluster type, Galaxy-profile type, and open star cluster type. 2) Mathematically, the fitness of cancer pairs to the suggested equilibrium model decreased in the above order--a finding to indicate that a variety of interactions between centripetal force and centrifugal force are responsible for the production of the above data distribution types. 3) Evidence was presented to suggest that the activated oncogene system and the activated tumor suppressor gene system are the sources of the centripetal force and the centrifugal force, respectively, and that the equilibrium point of the former is very often different from the contra-equilibrium point of the latter in their locations. The pertinence of the above data interpretation is discussed in the light of recent information of oncogene/tumor suppressor gene studies.

Breast Neoplasms↗

Identification of the deterministic chaos in cardiovascular dynamics by the use of the non-linear mathematics.

Chaotic behavior in cardiovascular dynamics was thought to be one of the important information to analyze the circulatory regulatory system. Several investigators studied the attractor in the signals of the electrocardiogram, and found the strange attractor, suggesting dynamics compatible with deterministic chaos, by the use of the non-linear mathematics. It is interesting problem to analyze the hemodynamic parameters by the use of non-linear mathematics for the determination of the physiologically optimal circulatory condition. In this study, Chaos analyzing system was developed to identify the deterministic chaos in cardiovascular regulatory system by the use of the non-linear mathematics including phase plane plots, embedding, and lyapunov exponents. Time series data of the hemodynamic parameters in the chronic animal experiments was analyzed by this system, and satisfactory attractor was obtained by the use of the phase plane plots and embedding techniques. Furthermore, calculation of the lyapunov exponents showed the existence of the deterministic chaos in arterial blood pressure in the chronic animal experiments using adult goats, suggesting this tool is useful for analyzing cardiovascular dynamic behavior.

Animals↗

[Mathematical modeling of the interaction of local anesthetics with the surface of nerve fiber biomembranes].

Theoretical analysis and mathematical modelling of conductor anesthesia has been performed. It has been established that mathematical models explicity taking into account the form and the size of molecules (through molar volumes) and the energy of intermolecular interaction with biomembrane surface of a nerve fiber (through normal boiling temperatures) are the most close to electrophysiology data obtained by measuring of minimal blocking concentrations of anesthetics in inter- or intracell solutions, causing complete isolation of a pain spike in the fiber. Computation based on an improved additive systematics produced physical-chemical descriptors for construction of mathematical models. The determined parameters conform to experimental data in crucial features molar volumes and normal boiling temperatures for analyzed compounds. Predictions possibilities and restrictions of suggested approach for search for new effective anesthetics and structures with higher indices of biological activity has been analyzed.

Anesthetics, Local↗

Mathematical modeling of erythropoietin therapy in uremic anemia. Does it improve cost-effectiveness?

This paper describes the improvements in r-HuEPO therapy of uremic patients that may be obtained by using a mathematical model of patient response together with a delivery control strategy derived from the theory of industrial control. A mathematical model of r-HuEPO action is presented, and its applicability to dialytic patients is shown. Moreover, a new statistical technique for identifying the parameters of the mathematical model analyzing a patient population is summarized, and a control strategy for r-HuEPO delivery in uremic patients based on a Fuzzy Set Controller is introduced. Some results obtained from simulation, are presented.

Anemia↗

A non-linear mathematical model for the in vivo evaluation of the RES phagocytic function.

A new non-linear mathematical model was constructed in order to perform in vivo quantification of the RES phagocytic function. This method is based on the same technical facilities as used for the routine liver-spleen scintigraphy with radiocolloids [1, 2]. But kinetic modeling of dynamic Tc-99m-sulfur colloid data produced estimations of the functional RE-parameters: the clearance rate of the colloidal particles, the rate of phagocytosis, and the RES functional volume, which can not be obtained by classical approaches. This non-linear model was designed on the basis of the principal characteristics of particulate material interaction with macrophages (attachment, phagocytosis, digestion) [3, 4, 5]. The theoretically examined behavior of this in vivo mathematical model corresponds with the experimental behavior of the RES. The mathematical expression of the dynamics is the system of non-linear differential equations with constant coefficients that have no analytical solution. Fitting of the normalized heart blood time-activity curve was obtained to identify the unknown model parameters via non-linear regression. For this purpose general interactive PASCAL procedure IDPAR for a PDP-11/34 computer was used (an IBM PC version is also available). Two to three iterations were needed to estimate the set of unknown parameters for any patient study (1-1.5 min). A very good fitting was obtained between experimental and model curves in every case of different pathologies (error of the approximation is about 2-3%). Studies were performed using an in vivo bolus injection of 3.6 mg/80 kg commercially available colloid KOREN labeled with 3m-Ci 99m-Tc (analog of TCK-1). Our method was used to determine the RES functional parameters for patient groups with different levels of the RES dysfunction. Obtained results illustrate the possibilities of our technique to quantitatively estimate not only great pathology (portal cirrhosis), but also small changes of the RE-function (case of hyperlipidemia and ulcer gaster). In all patient groups marked changes of Tc-99m-sulfur colloid turnover were observed. In general, tracer clearance from the circulation was decreased, and the rate of phagocytosis and the RES volume were diminished compared with controls. The effect of a reduction of phagocytosis increases when the RES dysfunction becomes stronger. It can be shown that a non-parametric Wilcoxon-Mann-Whitney test gives a significant difference (P95%) for these patient groups. Further, we represent the possibility of using the model for monitoring changes of the RES-function parameters during and after therapy. The quantitative test of the RES function can significantly enhance the diagnosis and management of different diseases. Serial colloidal studies may document changes in the RES-function for the tumors, cirrhosis, hyperlipidemia, reticulosis, hepatitis, thrombosis, infection, AIDS, burn injury, shock and trauma patients. The technique may be useful for the different RES investigations with laboratory animals. Created computer software can be used as a tool for kinetic models, simulation, and unknown parameters identification.

Humans↗

Evaluation of right and left ventricular volume and ejection fraction using a mathematical cardiac torso phantom.

UNLABELLED: The availability of gated SPECT has increased the interest in the determination of volume and ejection fraction of the left ventricle (LV) for clinical diagnosis. However, the same indices for the right ventricle (RV) have been neglected. The objective of this investigation was to use a mathematical model of the anatomical distribution of activity in gated blood-pool imaging to evaluate the accuracy of two ventricular volume and ejection fraction determination methods. In this investigation, measurements from the RV were emphasized. METHODS: The mathematical cardiac torso phantom, developed to study LV myocardium perfusion, was modified to simulate the radioactivity distribution of a 99mTc-gated blood-pool study. Twenty mathematical cardiac torso phantom models of the normal heart with different LV volumes (122.3 +/- 11.0 ml), RV volumes (174.6 +/- 22.3 ml) and stroke volumes (75.7 +/- 3.3 ml) were randomly generated to simulate variations among patients. An analytical three-dimensional projector with attenuation and system response was used to generate SPECT projection sets, after which noise was added. The projections were simulated for 128 equidistant views in a 360 degrees rotation mode. RESULTS: The radius of rotation was varied between 24 and 28 cm to mimic such variation in patient acquisitions. The 180 degrees and 360 degrees projection sets were reconstructed using the filtered backprojection reconstruction algorithm with Butter-worth filtering. Comparison was made with and without application of the iterative Chang attenuation correction algorithm. Volumes were calculated using a modified threshold and edge detection method (hybrid threshold), as well as a count-based method. A simple background correction procedure was used with both methods. CONCLUSION: Results indicate that cardiac functional parameters can be measured with reasonable accuracy using both methods. However, the count-based method had a larger bias than the hybrid threshold method when RV parameters were determined for 180 degrees reconstruction without attenuation correction. This bias improved after attenuation correction. The count-based method also tended to overestimate the end systolic volume slightly. An improved background correction could possibly alleviate this bias.

Female↗

Hemodynamic consequences of replacing the aorta by vascular grafts simulated in a mathematical model.

OBJECTIVE: Replacing parts of the aorta by a noncompliant vascular prosthesis results in marked alterations of the aortic input impedance and influences arterial hemodynamics. We propose a mathematical model of circulation able to predict hemodynamic changes after simulation of vascular grafting. METHODS: Using a mathematical 128-branch model of the human arterial system a digitized aortic flow wave was chosen as the input signal to this system. After determination of the modules of elasticity of native vascular tissue and customary prostheses in technical experiments, replacement of any part of the aorta with a prosthesis was simulated by increasing the elasticity in the parts desired. RESULTS: During control conditions, the model displayed a physiologic distribution of flow and pressure waves throughout the arterial system. Simulated replacement of the aorta resulted in an increase of pressure amplitude and a partial loss of the aortic "Windkessel" function. Calculation of the aortic input impedance showed an increase of the characteristic impedance, while the peripheral resistance remained unaltered. CONCLUSION: This mathematical model of the arterial circulation proves to be useful to simulate hemodynamic changes after implantation of vascular grafts. The results of the model analysis are consistent with previous work done in experimental setups.

Aorta↗

[Programmed complex for planning fractionated regimens of malignant tumor irradiation by local adjustment of mathematical model parameters].

The accuracy of planning the fractionated radiation regimens may be enhanced by the proposed method of local adjustment of its parameters. For planning the fractionated radiation regimens in practical radiology, TDF was used to design a programmed complex (PC) which defines the main radiological parameters of a radiation plan as a system of interchangeable values in remote, contact, and combined radiation therapy for uniform and nonuniform dose fractionation regimens. PC allows a radiologist to actively use his clinical observation for local adjustment of mathematical model parameters and for planning the fractionated radiation regimens. The method of local adjustment of mathematical model parameters for dose fractionation is applicable to lung tissue radiation. Its advantage is that it permits one to consider the complexity of the organism exposed to radiation and, to a definite extent, to minimize the possible inadequacy of the used mathematical model of dose fractionation.

Dose Fractionation, Radiation↗

The use of the PD Adequest mathematical model in pediatric patients on chronic peritoneal dialysis.

OBJECTIVE: To test the accuracy of the PD ADEQUEST kinetic model in calculating peritoneal transport parameters and to quantify the differences between the results of software simulations and direct measurements in order to assess the reliability of this tool in chronic peritoneal dialysis (PD) pediatric patients. PATIENTS: Twenty-nine patients (mean age: 10 +/- 4 years; range: 4-17), 5 on continuous ambulatory PD, 4 on continuous cycling PD, 19 on nocturnal intermittent PD and 1 in nocturnal tidal PD, all free from peritonitis in the previous 2 months. Fourteen patients were anuric and 15 had a mean glomerular filtration rate of 1.79 +/- 1.23 mL/min, range 0.25-4.82. METHODS: In all patients, 24-hour dialysate and urine collections associated to standard peritoneal equilibration test (PET) were performed using their usual dialytic regimen and fill volume (1023 +/- 159 mL/m2 BSA, range 614-1361). PD ADEQUEST kinetic parameters were compared with pediatric and adult data from literature. The measured weekly normalized total creatinine clearance (CRCL), weekly total Kt/V, and daily net ultrafiltration (UF) were compared with corresponding mathematically modeled values. RESULTS: Kinetic parameters calculated by the PD ADEQUEST program were comparable to adult and pediatric values from previous studies after normalization for BSA. Measured and modeled CRCL and Kt/V showed a good agreement [concordance correlation (rc) 0.937 and 0.768, respectively] with limited median percentage absolute errors (11.6% and 10.2%, respectively). Ultrafiltration showed less favorable results (rc = 0.600 and median percentage absolute error 45%) probably owing to the wide variability of this parameter. When the analysis was restricted to the peritoneal component, the rc coefficients results were 0.745 for CRCL and 0.512 for Kt/V (median absolute error: 11.6% and 15.2%, respectively). CONCLUSIONS: The overall findings of our study show that the PD ADEQUEST kinetic model can be used in pediatric patients for the calculation of kinetic indexes and for mathematical simulation of the various regimens. We also feel that the results yielded by the PD ADEQUEST program are reliable enough for this computerized mathematical model to be used in the prescription management of pediatric patients. Only UF prediction needs to be used with a certain caution on account of the marked variability of this parameter.

Adult↗

Mathematical model of compartmentalized energy transfer: its use for analysis and interpretation of 31P-NMR studies of isolated heart of creatine kinase deficient mice.

A mathematical model of the compartmentalized energy transfer in cardiac cells is described and used for interpretation of novel experimental data obtained by using phosphorus NMR for determination of the energy fluxes in the isolated hearts of transgenic mice with knocked out creatine kinase isoenzymes. These experiments were designed to study the meaning and importance of compartmentation of creatine kinase isoenzymes in the cells in vivo. The model was constructed to describe quantitatively the processes of energy production, transfer, utilization, and feedback between these processes. It describes the production of ATP in mitochondrial matrix space by ATP synthase, use of this ATP for phosphocreatine production in the mitochondrial creatine kinase reaction coupled to the adenine nucleotide translocation, diffusional exchange of metabolites in the cytoplasmic space, and use of phosphocreatine for resynthesis of ATP in the myoplasmic creatine kinase reaction. It accounts also for the recently discovered phenomenon of restricted diffusion of adenine nucleotides through mitochondrial outer membrane porin pores (VDAC). Practically all parameters of the model were determined experimentally. The analysis of energy fluxes between different cellular compartments shows that in all cellular compartments of working heart cells the creatine kinase reaction is far from equilibrium in the systolic phase of the contraction cycle and approaches equilibrium only in cytoplasm and only in the end-diastolic phase of the contraction cycle. Experimental determination of the relationship between energy fluxes by a 31P-NMR saturation transfer method and workload in isolated and perfused heart of transgenic mice deficient in MM isoenzyme of the creatine kinase, MM-/-showed that in the hearts from wild mice, containing all creatine kinase isoenzymes, the energy fluxes determined increased 3-4 times with elevation of the workload. By contrast, in the hearts in which only the mitochondrial creatine kinase was active, the energy fluxes became practically independent of the workload in spite of the preservation of 26% of normal creatine kinase activity. These results cannot be explained on the basis of the conventional near-equilibrium theory of creatine kinase in the cells, which excludes any difference between creatine kinase isoenzymes. However, these apparently paradoxical experimental results are quantitatively described by a mathematical model of the compartmentalized energy transfer based on the steady state kinetics of coupled creatine kinase reactions, compartmentation of creatine kinase isoenzymes in the cells, and the kinetics of ATP production and utilization reactions. The use of this model shows that: (1) in the wild type heart cells a major part of energy is transported out of mitochondria via phosphocreatine, which is used for complete regeneration of ATP locally in the myofibrils--this is the quantitative estimate for PCr pathway; (2) however, in the absence of MM-creatine kinase in the myofibrils in transgenic mice the contraction results in a very rapid rise of ADP in cytoplasmic space, that reverses the mitochondrial creatine kinase reaction in the direction of ATP production. In this way, because of increasing concentrations of cytoplasmic ADP, mitochondrial creatine kinase is switched off functionally due to the absence of its counterpart in PCr pathway, MM-creatine kinase. This may explain why the creatine kinase flux becomes practically independent from the workload in the hearts of transgenic mouse without MM-CK. Thus, the analysis of the results of studies of hearts of creatine kinase-deficient transgenic mice, based on the use of a mathematical model of compartmentalized energy transfer, show that in the PCr pathway of intracellular energy transport two isoenzymes of creatine kinase always function in a coordinated manner out of equilibrium, in the steady state, and disturbances in functioning of one of them inevitably result

Adenosine Triphosphate↗

Fashioning of aortic isthmoplasty patch. A mathematical model.

BACKGROUND: Patch enlargement of the aortic isthmus in congenital coarctation of the aorta (aortic isthmoplasty) has been extensively performed since its introduction in 1957. Even after forty years, the size and shape of the prosthetic patch used as an on a graft is still determined, most of the time, empirically through eyeballing. Not infrequently, it has resulted in an ugly looking repaired aortic segment or with a significant residual systolic gradient across it. These twin problems have called for a mathematical model for designing the patch more precisely. METHODS: The model envisages a patch of the shape of an asymmetric octagon whose cranio-caudal length equals the distance from a point 8 mm on the proximal aorta to a point 8 mm on the distal dilated aorta on either side of the coarcted segment. The side to side length of the patch is determined by first subtracting the circumference of the narrowest part of the coarcted segment from the circumference of the distal dilated portion of the aorta and then adding 4 mm more. The larger slant sides of the octagon are obtained by joining the four smaller sides, of 8 mm in length each. Since July 1993 this mathematical model has been employed in 7 patients to prepare the exact size and the shape of the tightly woven low porosity Dacron patch. RESULTS: In each instance a neat cylindrical aorta was obtained without any measurable post-repair systolic pressure gradient across the repaired site. CONCLUSIONS: In view of these very satisfying results, we believe that this mathematical model of tailoring the patch has succeeded in converting the patch-aortoplasty procedure for coarctation of the aorta into a precise and hemodynamically fully corrective operation.

Adolescent↗

THE SQUID GIANT AXON. MATHEMATICAL MODELS.

The voltage clamp results of Hodgkin and Huxley have been reanalyzed in terms of alternative mathematical models. The model used for the potassium conductance changes is similar to that of the HH model except that an empirical functional relationship replaces the fourth power Law used by HH and the twenty-fifth power law used by Cole and Moore. The model used for the sodium conductance changes involves the explicit use of one variable only rather than the two variables m and h of HH. The rise and fall of the sodium conductance during a depolarizing voltage clamp is obtained by specifying that this one variable satisfies a second order differential equation which results from the coupling of two first order equations. Not only can the adjustable parameters of these models be made to give good fit to the clamp conductance data but the models can also then be used to compute action potential curves. Theoretical interpretations can also be given to these mathematical models.

Action Potentials↗

Advanced high school biology in an era of rapid change: a summary of the biology panel report from the NRC Committee on Programs for Advanced Study of Mathematics and Science in American High Schools.

A recently released National Research Council (NRC) report, Learning and Understanding: Improving Advanced Study of Mathematics and Science in U.S. High Schools, evaluated and recommended changes in the Advanced Placement (AP), International Baccalaureate (IB), and other advanced secondary school science programs. As part of this study, discipline-specific panels were formed to evaluate advanced programs in biology, chemistry, physics, and mathematics. Among the conclusions of the Content Panel for Biology were that AP courses in particular suffer from inadequate quality control as well as excessive pressure to fulfill their advanced placement function, which encourages teachers to attempt coverage of all areas of biology and emphasize memorization of facts rather than in-depth understanding. In this essay, the Panel's principal findings are discussed, with an emphasis on its recommendation that colleges and universities should be strongly discouraged from using performance on either the AP examination or the IB examination as the sole basis for automatic placement out of required introductory courses for biology majors and distribution requirements for nonmajors.

Advisory Committees↗

The prediction of posttraumatic epilepsy. A mathematical approach.

Simple mathematical equations can be used to estimate the probability of posttraumatic seizures. Risk factors and time since the injury are taken into consideration in the calculations. The equations are based on a constant probability model derived from published data. When these formulae are applied to data from a variety of published studies, the predicted incidence of posttraumatic epilepsy based on the mathematical model agrees well with the incidence observed in the study groups.

Brain Injuries↗

Mathematical analysis for teratogenic sensitivity.

A mathematical structure is described for determining teratogenic sensitivity or susceptibility from analysis of malformation incidence, dose-response, and pharmacokinetic data obtained during pregnancy as a result of exposure to a teratogenic agent. From the dosage or exposure of laboratory animals, embryonic and maternal concentrations of the xenobiotic are calculated using a physiologically based pharmacokinetic (PBPK) model. Malformations observed in the progeny are linked to the PBPK-derived target tissue concentrations with a model for the sensitivity calculated as a function of the embryonic age. The PBPK model for internal disposition of chemicals during pregnancy was developed previously. This report focuses on the development of the mathematical relations for the sensitivity of the embryo and effect functions on different organs. The concentrations of a xenobiotic calculated for the site of action or target tissue(s) in the embryo are weighted using both a nonlinear dose-response curve and a sensitivity distribution function that depends on the age or stage of development of the embryo. This weighted "exposure" of the target tissue is regressed with the number of observed malformations to quantify the parameters of the model. This approach lends itself to integration of diverse sources of experimental data, with hydroxyurea data taken from several sources in the literature as an example. This sensitivity function obtained from laboratory animal data serves as a vehicle for prediction and extrapolation to human pregnancy for the teratogenic potential of a substance.

Abnormalities, Drug-Induced↗

Complete mathematical modeling method for the analysis of immunofluorescence distributions composed of negative and weakly positive cells.

In a recent paper (Lampariello: Cytometry 15:294-301, 1994), we proposed a method for the automated evaluation of the percentage of positive cells from flow cytometric immunofluorescence histograms. The method is based on a suitable mathematical representation of the control histogram, which is used to identify the negative cell distribution in the test histogram. In this paper we present an improvement of the previous method, where we assume that the positive cell distribution in the test can also be modeled making use of an empirical distribution of the same kind as employed for modeling the control. The parameters of this distribution are estimated directly from the test. In this way, a mathematical representation of the whole test distribution is calculated without having to set up a purely positive control. In order to evaluate the accuracy of the method in the determination of the positive percentage, we carried out a set of measurements of double-labeled and suitably treated cells, mixed in different ratios with control cells, and from each sample we obtained histograms with overlapped and well-separated positive and negative distributions. These last histograms allow us to determine the actual positive percentages and thus to evaluate the performance of the analysis method applied to the histograms with overlapped distributions.

Algorithms↗

Mathematics and dyslexia--an overlooked connection.

This paper describes various kinds of learning disability. It is suggested that the connection between mathematical difficulties and dyslexia has been largely overlooked by educators. Students' failure to understand how the number system works and the resultant failure to appreciate place values account for many of the mathematical difficulties experienced by dyslexic learners.

Child↗