Thursday, 22 March 2012

Relapses in clinical trials

Epub ahead of printNicholas et al. Time-patterns of annualized relapse rates in randomized placebo-controlled clinical trials in relapsing multiple sclerosis: A systematic review and meta-analysis. Mult Scler. 2012 Mar 15. 

Background: Although it is known that the annualized relapse rate (ARR) in MSers changes as the disease progresses, in the design and analysis of trials in RRMS constant ARRs are assumed.

Objectives: This paper aims to assess time-patterns of trial ARR by conducting a systematic review of randomized, placebo-controlled trials in RRMS.

Results: A total of 52 trials was identified. Out of these, information on the time-dependence of trial ARR could be extracted from 13 trials. The ARR was by 25% (p = 0.0005) and 40% (p < 0.0001) higher in months 1-12 compared with months 13-24 for placebo and active treatments, respectively. Consequently, the treatment effects were by 13% (p = 0.23) larger in the second year compared with the first year. Within the first year of follow-up the ARR was by 4% (p = 0.75) and 23% (p = 0.06) higher in months 1-6 compared with months 7-12 for placebo controls and active arms, respectively.

Conclusions: Trial ARR decreases during a trial in RRMS, which is in line with epidemiological findings and has implications for design and analysis of future trials. The observed decrease in trial ARR might be at least partially explained by regression to the mean. Individual patient data analyses are warranted.

In this graph you can see that the batting average of 4 baseball players in 2005 all move towards the mean or average in 2006; a similar phenomenon occurs with MSers in relation to their relapses; i.e. if you have been through a period of high attack rate the odds are your attack rate will go down and similarly if you have been in remission for a period of time your attack rate is likely  to increase. This is assuming you are not on a DMT that suppresses relapses. 
"Regression towards the mean refers to the phenomenon that if your select MSers for trials based on disease activity their disease is likely to become less active during the course of the trial, which is what this study shows. Therefore there was a 25% change in ARR rate in placebo. A change of 40% in drug-treated group is because there is a treatment effect of the drug to slow ARR. Is this important? Not really as clinical trials are placebo-controlled and randomised, this allows comparisons across the two arms; so what happens to one arm of the study will happen to  the other arm and any meaningful difference should be due to a treatment effect. This is why it is so difficult to assess what happens in open-label observational studies are individual cases."

Additional reading: regression to the mean

2 comments:

  1. Rizzla2012 said...
    BIOGEN (AVONEX) AND TEVA NEUROSCIENCES (COPAXONE) RECEIVE WARNINGS FROM THE FDA ABOUT THEIR MS MEDS

    LINK TO CCSVI FACEBOOK SITE DELETED

    Here is the FDA issuing a warning to these companies for providing misleading information about their medications for multiple sclerosis. GILENYA IS NEXT after 84deaths in Phase 3 trials (admittedly Biogen are saying no proof of a link of these death to the drug. maybe one or two died from a car crash but the rest were fit healthy people in early stages of relapse remit MS) Is this what the FDA call misleading information and then what about the11 deaths as soon as the drug was released in the US that are currently being investigated by the FDA and EMA.

    ReplyDelete
  2. This is probably trolling.

    As ever links are removed.

    Gilenya is a Novartis Product so why would we be interested in what Biogen are saying.

    The 11 deaths are issue with Gilenya
    treatment

    ReplyDelete

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