A new method was developed for detecting the phenotype of target binding cells (TBC) in a single-cell assay system. This methodology was evaluated during a clinical trial of recombinant interferon alfa-2a (rIFN alfa-2a) for the treatment of 10 metastatic renal cell carcinoma patients. Total TBC with K562 targets, HNK-1+ TBC, and HLA-DR+ TBC were quantitated during rIFN alfa-2a therapy. A significantly increased proportion of lymphocytes bound to target cells on day 9 of therapy bore the HNK-1 marker. This proportion subsequently declined to pretreatment levels. Total TBC paralleled the rise and fall in HNK-1+ TBC. HLA-DR+ TBC binding to targets remained constant and low throughout therapy. These findings suggest that rIFN alfa-2a early in therapy (day 9) caused the recruitment of additional HNK-1+ cells into binders. However, with continued therapy, this proportion reverts to pretreatment levels. The results of this clinical trial served to illustrate the ability of the modified single-cell assay system to detect TBC phenotype.