Arginine decarboxylase (ADC) is an important enzyme responsible for polyamine (PA) synthesis in plants. In our study, 5 tea varieties were used to investigate the relationship between ADC and cold tolerance in field experiments. A strong and positive correlation was found between cold stress-regulated expression levels of CsADC1 and arginine (Arg) content (R2 > 0.75) in tea mesophyll cells and cold tolerance in 5 tea varieties. An exogenous supply of Arg significantly enhanced cold tolerance. To further clarify the location of CsADC1, the full-length cDNA of the CsADC1 gene was cloned and located in the cell nucleus. Moreover, cold stress significantly promoted the production of MDA in CsADC1-silenced leaves compared with WT plants, which exhibited poor cold tolerance. In contrast, under cold conditions, higher Fv/Fm and lower MDA were detected in CsADC1-overexpressing Arabidopsis than in the WT plants. Furthermore, CsADC1-silenced leaves inhibited the expression levels of the PA metabolism genes CsAIH, CsCPA, CsSPDS, CsSPMS1 and CsSPMS2 under cold stress; thus, significantly lower (p < 0.05) putrescine (Put), spermidine (Spd) and spermine (Spm) content was d etected in CsADC1-silenced tea leaves under cold stress. Taken together, our results indicated that CsADC1, as a positive regulator, played an important role in cold tolerance, which may be due to modulation of polyamine pathways in the cold stress response.