Human T‐lymphotropic virus type I (HTLV‐I) carriers often have abnormal lymphocytes (Ably) that resemble malignant cells of adult T‐cell leukemia (ATL). To identify predictors of the level of Ably in a longitudinal study of asymptomatic HTLV‐I carriers, we analyzed data from 215 subjects (67 men and 148 women) with multiple Ably measurements on blood smears. Ably+ (those having Ably > 0.6% of leukocytes counted on a blood smear at least once) was strongly associated with a high proviral<0B> <0R>load (OR 8.9; 95% CI 4.1, 19.5).<0B> <0R>The association among those defined as Ably++ (Ably > 0.6% at all screens or Ably > 1.6% at least once) was higher (19.7; 6.9, 56.1). Ably++ was also significantly associated with male gender (2.8; 1.0, 7.8). Multivariate analysis of Ably level indicates<0B> <0R>that men with a high proviral load, high anti‐HTLV‐I titer and low anti‐Tax reactivity have the highest Ably level. Int. J. Cancer 77:188–192, 1998.© 1998 Wiley‐Liss, Inc.