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Continuous covariate with zero value


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#1 Davidq8

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Posted 19 September 2023 - 10:02 PM

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Hello, I'm working on a model and trying to determine how a continuous covariate would affect the Pk parameters of a drug.
 
This covariate has a value of zero for some subjects and an integer value "above zero" for other subjects.
 
Even though eta plots demonstrate a significant correlation between the value of this covariate and Pk parameters, I don't get any iterations when I conduct stepwise analysis to evaluate the impact of this covariate on the drug parameters.
 
Does that imply that the continuous covariates must always have a value greater than zero ?

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#2 kniefort

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Posted 20 September 2023 - 12:50 AM

Can you share a snippet of your model code with how you have the covariate influence coded on your parameter?  For example, the default syntax:

 

Cl = tvCl * COV^dCldCOV * exp(nCl)) 

 

Would result in Cl taking a value of 0 when the covariate value is 0. --  This run would fail.

 

The "1+" option would be 

 

Cl = tvCl * (1+(COV)*dCldCOV) * exp(nCl))

 

This syntax would still allow Cl to take a positive value when COV=0



#3 cradhakr

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Posted 20 September 2023 - 05:36 AM

Hi,

 

If you don't want to share your project file in this domain - please send it support@certara.com.

 

Thanks



#4 smouksassi1

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Posted 20 September 2023 - 09:45 AM

you can also go into textual mode and go free style: 

stparm(Clind = tvCl * exp(nCl))
Clcoveffect= CRCL > 0 ? (CRCL/112)^dCldCRCL : 1
Cl = Clind *Clcoveffect
fixef(dCldCRCL = c(,0.5,))



#5 Davidq8

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Posted 08 November 2023 - 03:14 AM

Thanks Kniefort, Cradhakr and Sameer for your responses.






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