Re: Time-varing covariate and renal function as a covariate

From: Johannes H. Proost Date: September 02, 2013 technical Source: mail-archive.com
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
Aug 29, 2013 Matt Hutmacher Time-varing covariate and renal function as a covariate
Sep 02, 2013 Johannes H. Proost Re: Time-varing covariate and renal function as a covariate
Sep 02, 2013 Nick Holford Re: Time-varing covariate and renal function as a covariate
Sep 03, 2013 Matt Hutmacher RE: Time-varing covariate and renal function as a covariate
Sep 04, 2013 Joseph Standing RE: Time-varing covariate and renal function as a covariate
Sep 04, 2013 Doug J. Eleveld RE: Time-varing covariate and renal function as a covariate
Sep 04, 2013 Johannes H. Proost RE: Time-varing covariate and renal function as a covariate
Sep 04, 2013 Nick Holford Re: Time-varing covariate and renal function as a covariate
Sep 06, 2013 Johannes H. Proost Re: Time-varing covariate and renal function as a covariate
Sep 07, 2013 Nick Holford Re: Time-varing covariate and renal function as a covariate