C. Serrat et al., CD4-TEST AS SURVIVAL PREDICTORS IN PULMONARY TUBERCULOSIS HIV-INFECTED PATIENTS( LYMPHOCYTES AND TUBERCULIN SKIN), International journal of epidemiology, 27(4), 1998, pp. 703-712
Background We analyse whether the tuberculin skin test is a good survi
val marker in a cohort of pulmonary tuberculosis patients with HIV inf
ection (PTB/HIV). In all, 494 PTB/HIV patients were enrolled in Barcel
ona (Spain) between January 1992 and December 1994 in the Tuberculosis
Program of Barcelona. The main data problem was the large proportion
of missing values in the covariates percentage of T CD4+ lymphocytes a
nd the tuberculin test results: only 157 patients (31.8%) had both cov
ariates recorded. Methods Patients were dichotomized into two groups a
ccording to their level of immunosuppression (less than or equal to 14
and >14% T CD4+ cells). First, we carried out the semiparametric and
parametric complete case analysis. After this, we analysed the data as
suming a missing at random non-response pattern. We developed a bootst
rap approach where missing data in the markers are imputed via a two-w
ay linear model. Using Weibull regression estimation, we used a multip
le imputation scheme to estimate the parameters of interest. Results W
e found significative differences for the most immunosuppressed group
when comparing positive tuberculin patients with those who were tuberc
ulin negative. From a complete case approach and through a multivariat
e Cox analysis, we obtained a significant relative hazard of 0.3657 (9
5% CI: 0.13-1.02; P = 0.054). When a Weibull model was fitted, we esti
mated a constant relative percentile value of pR = 4.1329 (95% CI: 0.9
7-17.59). From a missing data approach, we obtain a higher constant re
lative percentile 5.48 (P = 0.079). Conclusions The imputation method
allows us to assess the protective character of positivity for the tub
erculin test for the lowest CD4+ level. These findings strongly sugges
t the value of the tuberculin skin test as a qualitative measure of th
e immunological response and its interest for developing countries whe
re specific laboratory tests are not affordable.