BACKGROUND: Cellular senescence, measured by expression of the cell cycle kinase inhibitor p16 INK4a , may contribute to accelerated aging in survivors of childhood, adolescent, and young adult cancer. The authors measured peripheral blood T-lymphocyte p16 INK4a expression among pediatric and young adult cancer survivors, hypothesizing that p16 INK4a expression is higher after chemotherapy and among frail survivors. METHODS: A cross-sectional cohort of young adult survivors and age-matched, cancer-free controls were assessed for p16 INK4a expression and frailty. Newly diagnosed pediatric patients underwent prospective measurements of p16 INK4a expression before and after cancer therapy. Frailty was measured with a modified Fried frailty phenotype evaluating sarcopenia, weakness, slowness, energy expenditure, and exhaustion. RESULTS: The cross-sectional cohort enrolled 60 survivors and 29 age-matched controls with a median age of 21 years (range, 17-29 years). The prospective cohort enrolled 9 newly diagnosed patients (age range, 1-18 years). Expression of p16 INK4a was higher among survivors compared with controls (9.6 vs 8.9 log 2 p16 units; 2-sided P = .005, representing a 25-year age acceleration in survivors) and increased among newly diagnosed patients from matched pretreatment to posttreatment samples (7.3-8.9 log 2 p16 units; 2-sided P = .002). Nine survivors (16%) were frail and had higher p16 INK4a expression compared with robust survivors (10.5 [frail] vs 9.5 [robust] log 2 p16 units; 2-sided P = .055), representing a 35-year age acceleration among frail survivors. CONCLUSIONS: Chemotherapy is associated with increased cellular senescence and molecular age in pediatric and young adult cancer survivors. Frail survivors, compared with robust survivors, exhibit higher levels of p16 INK4a , suggesting that cellular senescence may be associated with early aging in survivors. Cancer 2020;126:4975-4983.