The present investigations aimed to conserve C. bulbosa a threatened plant species and for production of cerpegin through cell culture technology using ENP elicitation. Leaf explants were aseptically cultured with normal MS medium-supplemented PGRs BA and NAA various concentrations, and the best callus induction response was recorded on 4.5 + 4.5 μM. The prospective special effects of the ENPs on plant cell cultures are the key part of our study and used to evaluate leaf callus culture proliferation with the reduction of browning, establishment, biomass, and metabolite formation. The CNP concentrations (0, 2, 4, 8, 12 mg/l) are used for the callus proliferation and browning reduction. The cell suspension cultures are also established, and they were elicited with EZnONPs (0, 25, 50, 100, 150 mg/l) for evaluation of biomass, antioxidant, non-antioxidant enzyme activation, toxicity, ROS defense activation, and metabolite development in cell cultures. The metabolite extraction, UV, and NMR characterization confirm that the toxic and nontoxic effect of ENPs on leaf cell cultures varies with high to low concentration.