Is the AIDS incubation time changing? A back-calculation approach
- 26 April 1999
- journal article
- research article
- Published by Wiley in Statistics in Medicine
- Vol. 18 (9) , 1031-1047
- https://doi.org/10.1002/(sici)1097-0258(19990515)18:9<1031::aid-sim100>3.0.co;2-1
Abstract
Contradictory literature was recently published on possible changes in AIDS incubation time over the period 1978–1994. The purpose of this work was to test if a change in incubation time (shortening or lengthening) was observed in France, either globally or in specific transmission groups (homosexual‐bisexual men, heterosexual subjects), using a back‐calculation approach. An age dependent TSI model (time since infection), which took into account a temporary treatment effect and allowed us to test for a change in the incubation time, was applied to the French AIDS cases (Réseau National de Santé Publique). The EM algorithm was used to maximize the likelihood and the best model was selected on the basis of the likelihood ratio statistic. The analysis on all AIDS cases indicated a shortening of the AIDS incubation time estimated to begin in 1983 (95 per cent CI 1982–1984). This shortening of incubation time was also apparent when analysis was restricted to homosexual‐bisexual men and to heterosexual subjects. This shortening corresponded to a median incubation time of 9·6 years (95 per cent CI 8·1–10·5) for people infected at 30 years of age in 1983, versus 12·7 years for people infected at 30 years of age before the change. Copyright © 1999 John Wiley & Sons, Ltd.Keywords
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