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Modeling 3D Calcium Waves from Stochastic Calcium sparks in a Sarcomere Using COMSOL Multiphysics c Zana Coulibaly 1 , Leighton Izu 2 , and Bradford Peercy 1 1 Department of Mathematics and Statistics University of Maryland, Baltimore County 2 Department of Pharmacology University of California Davis [email protected], [email protected], [email protected]

Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

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Page 1: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Modeling 3D Calcium Waves from StochasticCalcium sparks in a Sarcomere Using COMSOL

Multiphysics c©

Zana Coulibaly1, Leighton Izu2, and Bradford Peercy1

1 Department of Mathematics and StatisticsUniversity of Maryland, Baltimore County

2 Department of PharmacologyUniversity of California Davis

[email protected], [email protected], [email protected]

Page 2: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

Cardiac Myocyte Schematic

(a) Heart muscle. (b) Heart tissues.

(c) Sarcomere schematics. (d) Calcium dynamics. [Bers, 2002]

Figure 1 : Cardiac cell schematic.

Page 3: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

Goal

Our goal is to model calcium dynamics in a sarcomere. Thisinvolves:

modeling the random release of calcium from calciumrelease units (CRU),

modeling the diffusion and interaction of calcium withother chemical species,

changing the distribution of CRUs on a z-disc.

Page 4: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

Diffusion, release and buffer equations

Main equations [Izu 2001, Gobbert 2008]

∂c

∂t= ∇ · (Dc∇c)− Jpump + Jleak + Jrelease +

∑i

Ri(c, bi, Bi),

∂bi∂t

= ∇ · (Dbi∇bi) +Ri(c, bi, Bi),

∂Bi

∂t= ∇ · (DBi∇Bi)−Ri(c, bi, Bi).

Buffer reaction

c+ bi

k+i

⇀↽k−i

Bi.

Stochastic Release Mechanism

Jrelease(c,x) =∑j

σ(t, Tmj )S(t;Topen)δ(x− x̂j),

S(t, Topen) =

{1 if α ≤ Jprob(c),0 if α > Jprob(c),

(1)

Jprob(c) = Pmaxcm

Kmprob + cm

, α ∼ U [0, 1].

⇒ A CRU is allowed to open every ms. After opening, a CRUundergoes a refractory period of about 100 ms.

Page 5: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

Comsol-Matlab Implementation

(a) CRU spacing [Izu 2006]. (b) CRU spacing in simulations. (c) Release current [Soeller 2012].

z-disc 2

z-disc 1

(d) The sarcomere domain. (e) Programming logic.

Page 6: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

Stochastic sparks organizing into a wave

Page 7: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

Forced sparks organizing into a wave

Page 8: Modeling 3D Calcium Waves from Stochastic Calcium sparks ... · After opening, a CRU undergoes a refractory period of about 100 ms. Biological Background and Motivation Mathematical

Biological Background and Motivation Mathematical Model Implementation Results References

References

Izu et al., Evolution of Cardiac Calcium Waves fromStochastic Calcium Sparks , Biophysical Journal Volume80, 2001.

Bers, Cardiac Excitation-contraction Coupling, NatureVolume 45, 2002.

Izu et al., Three-Dimensional Distribution of RyanodineReceptor Clusters in Cardiac Myocytes, BiophysicalJournal Volume 91, 2006.

Gobbert, Long-time Simulations on High ResolutionMeshes to Model Calcium Waves in a Heart Cell, SIAMJournal of Scientific Computing, 2008.