This mixed-methods study explored self-image among people with HIV participating in an HIV cure-related study involving analytical treatment interruptions (ATIs). Using both quantitative and qualitative approaches, we described how self-image emerged across study participation, focusing on internalized stigma, emotional strengths, and the psychosocial dimensions of study participation. Data come from the SCOPE-ATI substudy (NCT00187512) of the University of California San Francisco SCOPE cohort (NCT04359186). Quantitative data were collected at three timepoints: pre-ATI (