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Simulation of the Electrical Activity of the Pancreatic β Cells Induced by Ingesting of Glucose During an Oral Glucose Tolerance Test R. Avila-Pozos 1 , H.M. Trujillo 2 , J.R. Godinez 2,* 1. Area Academica de Matematicas, UAEH, Pachuca, Hgo., MEXICO 2. Departamento de Ingenieria Electrica, UAM-Iztapalapa, Mexico, D.F., MEXICO * E-mail: [email protected] Introduction The Type 2 Diabetes Mellitus constitutes a serious problem of public health. For a precise diagnosis of the diabetes, a denominated Oral Glucose Tolerance test is made. Diabetes Mellitus is diagnosed when the levels of the glucose concentration in the blood exceed a certain limit after ingesting a standard glucose load. This excess in the glucose concentration in the blood is caused fundamentally by an insufficient liberation of the insulin, released by the pancreatic β -cells. Electrophysiological studies of the β -cells have shown the mechanisms by which the insulin is secreted to the circulatory torrent. The β -cells store the insulin in packages, and when the glucose concentration in blood arises, the insulin is released by exocytosis. So that the exocytosis process goes off is required as well of a pulsating elevation of the concentration of the intracellular Ca ++ ([Ca ++ i ]). The source of Ca ++ comes from the extracellular medium, and enter to the β -cell via voltage dependent Ca ++ channels [1, 4]. The pulsating elevation of the [Ca ++ i ] in the β -cell is product of the burst of electrical activity, that consists of action potentials over a depolarized plateau [2, 4]. The action potentials are generated by currents of Ca ++ that increase the [Ca ++ i ] [1, 5]. When the glucose concentration is in its basal level, the β -cells shown a resting potential without electrical activity. The resting potential is mediated by K + channels, such as the K AT P channels. K AT P channels are open in absence of ATP i and they close on depending by the concentration of intracellular ATP i ([ATPi]) [7]. When [glucose] in blood is increased, and introduces into the β -cells causing an increase in the basal level of ATP i [1], which diminishes the fraction of opened K AT P channels, depolarized the cell [7]. This depolarization reaches a level threshold that generates burst of action potentials with the consequent pulsating elevation of Ca ++ i and insulin liberation [5]. Electrophysiological techniques have contributed to a detailed description of the voltage dependence and the kinetic of the ionic channels in the β -cells, which has allowed to formulate equations that describe their behavior. Also, has been reported functions that describe the behavior of K AT P channels with respect to [ATP i ] [5]. Furthermore, experimental graphs offer information about the temporary course of the increase on ATP i before an extracellular glucose load. In this work, we described the simulation of the electrical activity of the β -cells induced during an oral glucose tolerance test in normal subjects. The model describes the glucose level in blood, the increase of associated ATP i , the burst of action potentials and the pulsating elevation of Ca ++ i indispensable for the liberation of insulin. The model reproduces experimental data at systemic and cellular level. The model predicts a basal level of optimal ATP i for a suitable electrical answer before an extracellular glucose load. This could indicate that the alteration in the basal level of ATP i can be one of the mechanisms that generate Type 2 Diabetes Mellitus.

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Simulation of the Electrical Activity of the Pancreatic β CellsInduced by Ingesting of Glucose During an Oral Glucose

Tolerance Test

R. Avila-Pozos 1, H.M. Trujillo 2, J.R. Godinez 2,∗

1. Area Academica de Matematicas, UAEH, Pachuca, Hgo., MEXICO2. Departamento de Ingenieria Electrica, UAM-Iztapalapa, Mexico, D.F., MEXICO

∗E-mail: [email protected]

Introduction

The Type 2 Diabetes Mellitus constitutes a serious problem of public health. For a precisediagnosis of the diabetes, a denominated Oral Glucose Tolerance test is made. DiabetesMellitus is diagnosed when the levels of the glucose concentration in the blood exceed acertain limit after ingesting a standard glucose load. This excess in the glucose concentrationin the blood is caused fundamentally by an insufficient liberation of the insulin, released bythe pancreatic β-cells. Electrophysiological studies of the β-cells have shown the mechanismsby which the insulin is secreted to the circulatory torrent. The β-cells store the insulin inpackages, and when the glucose concentration in blood arises, the insulin is released byexocytosis. So that the exocytosis process goes off is required as well of a pulsating elevationof the concentration of the intracellular Ca++ ([Ca++

i ]). The source of Ca++ comes fromthe extracellular medium, and enter to the β-cell via voltage dependent Ca++ channels[1, 4]. The pulsating elevation of the [Ca++

i ] in the β-cell is product of the burst of electricalactivity, that consists of action potentials over a depolarized plateau [2, 4]. The actionpotentials are generated by currents of Ca++ that increase the [Ca++

i ] [1, 5]. When theglucose concentration is in its basal level, the β-cells shown a resting potential withoutelectrical activity. The resting potential is mediated by K+ channels, such as the KATP

channels. KATP channels are open in absence of ATPi and they close on depending by theconcentration of intracellular ATPi ([ATPi]) [7]. When [glucose] in blood is increased, andintroduces into the β-cells causing an increase in the basal level of ATPi [1], which diminishesthe fraction of opened KATP channels, depolarized the cell [7]. This depolarization reachesa level threshold that generates burst of action potentials with the consequent pulsatingelevation of Ca++

i and insulin liberation [5]. Electrophysiological techniques have contributedto a detailed description of the voltage dependence and the kinetic of the ionic channels inthe β-cells, which has allowed to formulate equations that describe their behavior. Also,has been reported functions that describe the behavior of KATP channels with respect to[ATPi] [5]. Furthermore, experimental graphs offer information about the temporary courseof the increase on ATPi before an extracellular glucose load. In this work, we described thesimulation of the electrical activity of the β-cells induced during an oral glucose tolerance testin normal subjects. The model describes the glucose level in blood, the increase of associatedATPi, the burst of action potentials and the pulsating elevation of Ca++

i indispensable forthe liberation of insulin. The model reproduces experimental data at systemic and cellularlevel. The model predicts a basal level of optimal ATPi for a suitable electrical answer beforean extracellular glucose load. This could indicate that the alteration in the basal level ofATPi can be one of the mechanisms that generate Type 2 Diabetes Mellitus.

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Methods

Simulations were developed in MatLab v.7 (The MathWorks, Inc.). For the quantitativedescription of [glucose] in blood during the oral glucose tolerance test, we used the modeldeveloped by Trujillo [6]. Mathematical model for the description of the electrical activity ofthe β-cells was taken from Godinez [4], that is a modified version of Chay [3] which describesthe electrical properties of the β-cells and also considere the changes in [Ca++

i ]. To thismodel, we incorporate the change in the membrane resistance generated by the action of theglucose, for which the mathematical description reported by Fridlyand [5] was used. Themodel completed when incorporating the increase of the ATPi according to the extracellularglucose levels, for which the data published by Ainscow [1] were used. To the experimentalgraph of the temporary course of the change in the basal level of ATPi that reports theseauthors, we fit an exponential function with time constant of 100 seconds.

Results

We Simulate the electrical activity of a β-cells in absence of extracellular glucose (not shown);the membrane potential VM is greater than -50 mV and the concentration of Ca++

i was 150nM.

Figure 1: A. Reduction of resting potencial (top), increase of Ca++i (middle) due an increase

in blood glucose (5 mM) in oral glucose tolerance test at t=0 min (bottom). B. Burst ofaction potential (top), oscillations in Ca++

i (middle) and maximum glycemia (15 mM) att=60 min. after a glucose load (bottom).

Fig 1A, shows the results obtained at the beginning of the OGTT after a glucose load. Att=0 with normal glycemia, the β-cells are silent but show a reduction in the resting potentialand increases the basal level of Ca++

i .

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At t=60 min, when the maximum glucose is reached (Fig 1B), burst activity causes a depo-larization. Associated to this type of electrical activity, an increase in the Ca++

i is induced.The level average of the Ca++

i was increased and it was accompanied by oscillations at theend of each burst of action potentials.

Discussion

Several models have seen used to describe the electrical activity of pancreatic β-cells. Eachone of them makes emphasis in some topic related to some recent experimental finding. Nev-ertheless, there is not a model of the electrical activity and the changes in [Ca++

i ] in terms ofthe values of [glucose] in blood. The electrophysiological studies at cellular level report a de-polarization and increase in the electrical activity of the β-cells when increasing extracellularglucose. Our model reproduces these results. Due the importance of the oscillation of Ca++

i

in the pulsating insulin liberation, diverse mechanisms have seen proposed to explain thetransitory of Ca++

i . Our results indicate that the increase average of the ATPi induced byhiperglycemia, is the factor generates burst of action potentials and the oscillating increaseof the Ca++

i is product of the activation and inactivation of ionic channels. In addition, basal[ATPi] is critical for a suitable induction of the insulin release in response to an increase ofglucose.

References

[1] D. E. K. Ainscow and G. A. Rutte. Glucose-stimulated oscillations in free cytosolic ATPconcentration imaged in single islet β-cells. Diabetes, 51(1), (2002).

[2] R. M. Barbosa, A. M. Silva, A. R. Tom, J. A. Stamford, R. M. Santos, and L. M.Rosario. Control of pulsatile 5-HT/insulin secretion from single mouse pancreatic isletsby intracellular calcium dynamics. J Physiol., 510:135–143, (1998).

[3] T. Chay. On the effect of the intracelular calcium-sensitive K+ channel in the burstingpancreatic β-cell. Biophys J, 50:765–777, (1986).

[4] R. Godinez and G. Urbina. Simulacion de la actividad electrica de las celulas beta delpancreas. Rev Mex de Ing Biomed, XIV(1):21–29, (1993).

[5] N. T. L. E. Fridlyand and L. H. Philipson. Modeling of Ca++ flux in pancreatic β-cells:role of the plasma membrane and intracellular stores. Am J Physiol Endocrinol Metab,285:E138–E154, (2003).

[6] H. Trujillo and R. R.Roman. Does a single time function adequately describe bloodglucose concentration dynamics during an OGTT? Medical Hypotheses, 62:53–61, (2004).

[7] P. O. Westermark and A. Lansner. A model of phosphofructokinase and glycolytic oscil-lations in the pancreatic β-cell. Biophys J, 85:126–139, (2003).