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Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation of various qualities

Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

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Page 1: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Nermeen Kamel Abe El Moniem

Laboratory of Radiation Biology, JINR

Supervised by Dr. Oleg Belov

Modeling of DNA damages induction under ionizing

radiationof various qualities

Page 2: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Output (Results)

output

Why is it Important to Calculate the Yield of DNA Damages?

Page 3: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Damages at some specific locations can lead to either cell death, or mutation or carcinogenesis.

DNA Damage

Page 4: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Models of radiation damage in DNA can give at least a qualitative insight as to the yields of such damages and their dependence on radiation quality.

The approach presented here comes from a knowledge of Structure of DNA Radiation Track Structure

Calculation of DNA Damage

Page 5: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

There are four different types of nucleotides (monomer units) found in DNA, differing only in the nitrogenous base. The four nucleotides are

A adenine G guanine C cytosine T thymine nucleotides.

DNA Structure

Page 6: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Track Structure is microscopic distribution of energy

Geometrical pattern of energy deposition around the trajectory of an incident particle.

Track Structure

Page 7: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Energy can be deposited directly on the DNA molecule, creating ionized and excited states of the various molecules (sugar, bases, phosphates, etc.).These physical processes can also lead to DNA damage and are generally known as the direct effects of radiation

Direct Effect of Radiation :

Interaction of Ionizing Radiation With DNA

Page 8: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

It has been demonstrated experimentally that the products of water due to radiation interaction can indirectly cause biochemical changes in a DNA molecule and this process is called the indirect affect of radiation damage

Interaction of Ionizing Radiation With DNA

Indirect Effect of Radiation :

Page 9: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

This model is based on the assumption that the distribution of damage to DNA follows the distribution of ionizing events within the molecule and its surroundings.

The damage due to direct effect is due to energy deposition directly in a DNA molecule.

The damage due to the indirect effect is supposed to be caused by *OH radicals produced in the water sheath around the DNA molecule containing bound water.

base ionization is equally probable to the ionization of the sugar phosphate backbone because electron densities of both are nearly the

Assumptions of the Model

Page 10: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

We need to calculate

Calculations

the Calculation is given by:

j

0m

m

0kiOHovi

1 )k,mj(P)k,m(P)m,j(P)j(y

)m,j(Pov )k,m(POH )k,mj(Pi

The calculation of DNA damage is based on probability yi(j) that a cluster of j ionizations will result in a damage of the i th type (where i th type stands for type of break).

Page 11: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

j

0m

x

x

mO

mjO

x

x

mO

mjO

ov max

min

max

min

xdx))V/)x(V(1()V/)x(V(m

j

xdx))V/)x(V(1()V/)x(V(m

j

)m,j(P

x

the cluster overlaps the DNA We need to calculate area of sphere without this part.

V(x) - volume of a given distance x of the center of cluster from DNA where cluster represented by a sphere of parameter equal to cluster parameter p

The calculation of probability of having m ionizations out of the DNA and j-m within it if the cluster overlaps the DNA.

)m,j(Pov )m,j(Pov

Page 12: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

k1DNA

kDNA

1mm

k1OH

)1()(

))m(G1)(m(Gk

1

1

m)k,m(P

G(m) is the yield of OH* radicals per one ionization when m ionizations of given cluster is in water sheath around DNA.

ρDNA is the probability that 'OH radical escaping scavenging will react with DNA

Probability that m ionizations will result in k OH* radicals reacting with DNA.

)k,m(POH

Page 13: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

))(b())(b(

))(s())(s(f

e

e

d

d

k

))(b())(b(

))(s())(s(c

b

b

a

a

1m1j

)k,mj(P

dkBDBSB2OH

edBDBSB1OH

feSDSSB2OH

fSDSSB1OH

k

0d

d

0e

e

0f

a1mjBDBSB2

baBDBSB1

cbSDSSB2

CSDSSB1

1m1j

0a

a

0b

b

0c

i

Probability that j-m ionizations within DNA and k OH* radicals reacting with DNA (both have origin in the same cluster) will result in the ith type of damage .

)k,mj(Pi

Page 14: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Now let us consider n ionizations in DNA molecule.

s1 = s2 = 0. 25 are the probabilities for one

ionization in DNA to cause damage to the sugar phosphate backbone on the first (s1) or on the

second (s2 ) strand.

b1 = b2 = 0. 25 are the respective probabilities for

one ionization in DNA to cause base damage. ρBSB=0.67 is the probability that damaged sugar

will result in ssb . ρSD = 1 - ρSSB, ρBSB = 0.1 is the probability that damaged base

cause ssb and ρBD = 1- ρBSB. SOH1=SOH2=0.1 is the probabilities for one OH radical

to cause damage to the sugar-phosphate moiety on the first SOH1or on the second (SOH2) strand.

Variables

Page 15: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Results

The calculations were performed for the following types of DNA damages:

Page 16: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Results

Multiple strand break on one strandSSB + damaged opposite strandSingle strand breakDouble strand break

Cluster order j Dam

ag

e p

rob

ab

ilit

y 1

y(j

)

Page 17: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Conclusion

• An algorithm for calculation of the yield of different types of DNA damages was realized in Wolfram Mathematica package.

• The probability of DNA damages of various types was calculated in dependence on order of the cluster formed after the ionization in DNA.

Page 18: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

This work is released under the joint project between laboratory of Radiation Biology and Cairo University. This work will be continued.

Let Ni be the yield of damages of the i th type per unit of deposited energy, then

Where h(j) is the cluster distributions.For every type of radiation the probability that the cluster is isolated (i.e. there are no neighbor clusters within the distance of cluster parameter.

))j(y))j(1()j(y)j()(j(hN i2

ij

1i

)j(

Ni is the value which we need to calculate next.

Future task

Page 19: Nermeen Kamel Abe El Moniem Laboratory of Radiation Biology, JINR Supervised by Dr. Oleg Belov Modeling of DNA damages induction under ionizing radiation

Thank You for Your Attention