Re: Time-varing covariate and renal function as a covariate
Dear Matt,
I'm not quite sure that I fully understand your question. I would say that a
changing renal function and a changing weight over time can be handled as
described earlier by Nick Holford, or by the modified approach I suggested. An
important point is how to express renal function.
Nick's method implies that 'size' should be excluded from 'renal function', so
CLCR needs to be normalized / standardized, e.g. using CLCR in ml/min/1.73m2.
Now, CLCR is a 'pure' measure of the kidney function (of course, we know that
its precision is rather poor, but that is a different topic, interesting as
well!). The factor WEIGHT^0.75 deals with the factor 'size'. This approach
treats CLCR as a covariate similar to other covariates, making it more suitable
for a standardized approach for covariate analysis.
In the approach proposed by me, CLCR should be the 'individual's renal
clearance of creatinine', so it should expressed in ml/min (or converted to
e.g. l/h), and it should not be normalized / standardized. Here, CLCR includes
both kidney function and size (in Nick's view a disadvantage, in my view an
advantage), and the renal part of the equation does not need further
modification to take 'size' into account. This approach treats CLCR as a
'special' covariate, directly related to the renal clearance of the drug. This
may be advantageous for clinical purposes, e.g. dose calculation and
therapeutic drug monitoring.
In my view, both approaches have advantages and disadvantages.
best regards,
Hans Proost
Johannes H. Proost
Dept. of Pharmacokinetics, Toxicology and Targeting
University Centre for Pharmacy
Antonius Deusinglaan 1
9713 AV Groningen, The Netherlands
tel. 31-50 363 3292
fax 31-50 363 3247
Email: [email protected]
----- Original Message -----
Quoted reply history
From: Matt Hutmacher
To: 'nmusers'
Sent: Thursday, August 29, 2013 5:03 PM
Subject: [NMusers] Time-varing covariate and renal function as a covariate
Dear All,
I have enjoyed the recent discussions on time-varying covariates and renal
function as a covariate. The two topics emerged from a single thread. Not to
belabor this, but I thought it interesting to bring these back together in
order to pose a question. How would one deal with renal function and "size" as
time varying covariates if administration of the drug in question results in
changes in weight over time?
Kind regards,
Matt