Task: Named Entity Recognition
Input (English):  All these findings suggest that uninfected PBMC can undergo activation of signal transduction and apoptosis after exposure to bystander HIV - infected cells , subsequent to the induction of cytokines such as IFNs and TNF - alpha .
Output (English): TNF - alpha