Best approach with limited data
Hi
I have sparse data from n=69 individuals from 3 dose levels, and rich
data from 1 individual at 1 dose level, following the deployment of a
drug eluting device. In the 69 individuals I have a single plasma
sample, and a single tissue sample (both collected at the same time
point). The sample time points range from 0.25 to 120 days (post
deployment), 2 individuals contributing at each time point. In the 1
individual I have greater than 8 sample points in each biophase.
The rich data from the 1 individual suggests 2 compartment disposition
in both plasma and tissue (a 4 compartment model described the data
quite well in WinNonLin). Pooling the sparse data at each dose level,
suggests 2 compartment disposition in both blood and plasma. My
questions are:-
1) Would you take a population approach to this data? - can mean
population parameters and their variability be robustly estimated?
2) Would you expect the parameters of a 4 cmpt model (8 thetas and
at least 4 omegas) to be reliably estimated with this data?
Any thoughts much appreciated.
Thanks
Hussain Mulla
Department of Pharmacy
University Hospitals of Leicester NHS Trust
Glenfield Hospital
Leicester
England
This e-mail, including any attached files, may contain confidential and / or
privileged information and is intended for the exclusive use of the
addressee(s) printed above. If you are not the addressee(s), any unauthorised
review, disclosure, reproduction, other dissemination or use of this e-mail, or
taking of any action in reliance upon the information contained herein, is
strictly prohibited. If this e-mail has been sent to you in error, please
return to the sender. No guarantee can be given that the contents of this email
are virus free - The University Hospitals of Leicester NHS Trust cannot be held
responsible for any failure by the recipient(s) to test for viruses before
opening any attachments. The information contained in this e-mail may be the
subject of public disclosure under the Freedom of Information Act 2000 - unless
legally exempt from disclosure, the confidentiality of this e-mail and your
reply cannot be guaranteed. Copyright in this email and any attachments created
by us remains vested in the University Hospitals of Leicester NHS Trust.