The purpose of this study was to identify factors affecting the time to
development of tuberculosis in the presence of competing risks. In this case
death before developing tuberculosis was deemed a competing risk because it altered
the occurrence of the outcome of interest being time to development of tuberculosis from baseline. We used data from a
randomized longitudinal clinical trial study called the “Tshepo” study. The “Tshepo” study was a 3-year randomized clinical study following 650
ART-naïve adults (69.4% female) from Botswana who initiated first-line NNRTI-based
ART. Participants were assigned in equal proportions (in an open-label,
unblinded fashion) to one of 6 initial
treatment arms and one of two adherence arms using permuted block randomization. Randomization was
stratified by CD4+ cell count
(less than 200 cells/mm3, 201
References
[1]
Gooley, T.A., Leisenring, W., Growly, J. and Storer, B.E. (1999) Estimation of Failure Probabilities in the Presence of Competing Risks: New Representations of Odd Estimators. Statistics in Medicine, 18, 695-706. https://doi.org/10.1002/(SICI)1097-0258(19990330)18:6<695::AID-SIM60>3.0.CO;2-O
[2]
Noordzij, M.L.K. (2013) When Do We Need Competing Risk for Survival Analysis in Nephrology? Nephrology Dialysis Transplantation, 28, 2670-2677. https://doi.org/10.1093/ndt/gft355
[3]
Verduijn, M., Grootendorst, D.C., Dekker1, F.W., Jager, K.J. and le Cessie, S. (2011) The Analysis of Competing Events Like Cause Specific Mortality. Nephrology Dialysis Transplantation, 26, 56-61. https://doi.org/10.1093/ndt/gfq661
[4]
Sapir-Pichhadze Pintilie, M., Tinkam, K.J., Loupacis Logan, A.G., Beyene, J. and Kim, S.J. (2016) Survival Analysis in the Presence of Competing Risks: The Example of Waitlisted Kidney Transplant Candidates. Wiley Periodical Inc. https://doi.org/10.1111/ajt.13717
[5]
Wolber, M., Koller, M.T., Stel, V.S., Schaer, B., Jagger, K.J., Leffonde, K. and Heinze, G. (2014) Competing Risks Analysis, Objectives and Approaches. European Heart Journal, 35, 2936-2941. https://doi.org/10.1093/eurheartj/ehu131