dat.cannon2006 | R Documentation |
Results from 4 trials examining the effectiveness of intensive (high dose) versus moderate (standard dose) statin therapy for preventing coronary death or myocardial infarction.
dat.cannon2006
The data frame contains the following columns:
trial | character | trial name |
pop | character | study population (post-ACS: post acute coronary syndrome; stable CAD: stable coronary artery disease) |
nt | numeric | number of patients in the high dose group |
nc | numeric | number of patients in the standard dose group |
ep1t | numeric | number of events in the high dose group for end point 1: coronary death or non-fatal myocardial infarction |
ep1c | numeric | number of events in the standard dose group for end point 1: coronary death or non-fatal myocardial infarction |
ep2t | numeric | number of events in the high dose group for end point 2: coronary death or any cardiovascular event (MI, stroke, hospitalization for unstable angina, or revascularization) |
ep2c | numeric | number of events in the standard dose group for end point 2: coronary death or any cardiovascular event (MI, stroke, hospitalization for unstable angina, or revascularization) |
ep3t | numeric | number of events in the high dose group for end point 3: cardiovascular death |
ep3c | numeric | number of events in the standard dose group for end point 3: cardiovascular death |
ep4t | numeric | number of events in the high dose group for end point 4: non-cardiovascular death |
ep4c | numeric | number of events in the standard dose group for end point 4: non-cardiovascular death |
ep5t | numeric | number of events in the high dose group for end point 5: deaths (all-cause mortality) |
ep5c | numeric | number of events in the standard dose group for end point 5: deaths (all-cause mortality) |
ep6t | numeric | number of events in the high dose group for end point 6: stroke |
ep6c | numeric | number of events in the standard dose group for end point 6: stroke |
The data were obtained from Figures 2, 3, 4, and 5 in Cannon et al. (2006). The authors used the Mantel-Haenszel method for combining the results from the 4 trials. This approach is implemented in the rma.mh
function.
medicine, cardiology, odds ratios, Mantel-Haenszel method
Wolfgang Viechtbauer, wvb@metafor-project.org, https://www.metafor-project.org
Cannon, C. P., Steinberg, B. A., Murphy, S. A., Mega, J. L., & Braunwald, E. (2006). Meta-analysis of cardiovascular outcomes trials comparing intensive versus moderate statin therapy. Journal of the American College of Cardiology, 48(3), 438–445. https://doi.org/10.1016/j.jacc.2006.04.070
### copy data into 'dat' and examine data dat <- dat.cannon2006 dat ## Not run: ### load metafor package library(metafor) ### meta-analysis of log odds ratios using the MH method for endpoint 1 res <- rma.mh(measure="OR", ai=ep1t, n1i=nt, ci=ep1c, n2i=nc, data=dat, slab=trial) print(res, digits=2) ### forest plot forest(res, xlim=c(-.8,.8), atransf=exp, at=log(c(2/3, 1, 3/2)), header=TRUE, top=2, cex=1.2, xlab="Odds Ratio") mtext("(high dose better)", side=1, line=par("mgp")[1]-0.5, at=log(2/3), cex=1.2, font=3) mtext("(standard dose better)", side=1, line=par("mgp")[1]-0.5, at=log(3/2), cex=1.2, font=3) ## End(Not run)
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