Plot data along with best-fit model

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Reference no: EM13944320

Placental transport of AZT to determine the pharmacokinetic parameters, to assess placental toxicity and to assess distribution of AZT in exposed placental tissues. Using the data given below:

1.)  Model maternal and fetal compartments separately as a first order drug absorption and elimination problem.

Model equation :

C(t, I0 ,Ka,Kte) = I0 * (Ka/(Ka-Kte))*(e-Kte(t) - e-Ka(t))

2.)    Use Matlab to solve for I0 ,Ka,Kte using nonlinear regression:

a.)    first using Matlab "fminsearch"

b.)     then using Newton's multivariate method.

Regression equation:

SSE(I0 ,Ka,Kte) = Σ( Ci - c(t, I0 ,Ka,Kte))2

Sum of the squares of the error between model and data that is to be minimized

3.)   Plot data along with best-fit model

Maternal Data

 

 

Fetal Data

0

0

 

 

0

0

1.4

1

 

 

0.1

1

4.1

3

 

 

0.4

5

4.5

5

 

 

0.8

10

3.5

10

 

 

1.1

20

3

20

 

 

1.2

40

2.75

40

 

 

1.4

50

2.65

50

 

 

1.35

60

2.4

60

 

 

1.6

90

2.2

90

 

 

1.7

120

2.15

120

 

 

1.9

150

2.1

150

 

 

2

180

2.15

180

 

 

1.95

210

1.8

210

 

 

2.2

240

2

240

 

 

 

 

Reference no: EM13944320

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