Determining the hyperaccumulation mechanism of Solanum nigrum L., which exclusively accumulates cadmium (Cd), presents significant challenges due to the difficulty in identifying its unique characteristics. While some metabolic pathways related to Cd accumulation can be explored, there are no methods to ascertain if other heavy metals may share the same pathways. Isobaric tags for relative and absolute quantitation (iTRAQ) were employed to investigate the metabolic pathways associated with Cd hyperaccumulation and Cu accumulation (non-Cu hyperaccumulator) by comparing differentially expressed proteins (DEPs). The results showed that 27 intersecting DEPs reflecting relative metabolic pathways related to Cd accumulation were identified by comparing DEPs in leaves and roots, including carbon metabolism, aminoacyl-tRNA biosynthesis, phagosome, peroxisome, as well as starch and sucrose metabolism. These pathways might be responsible for the values of Cd enrichment factor (EF) and translocation factor (TF) exceeding 1, associated with key proteins participated in phosphoenolpyruvate, carboxylase, chloroplastic catalytic activity, and granule-bound starch synthase I. The combined metabolic pathways identified by 2 intersecting DEPs related to Cu accumulation could result in Cu EF >1 in the 0.2 Cu mg kg−1 treatment, EF <1 in the 5 mg kg−1 treatment, and TF<1 in both treatments, associated with key proteins, which might concern photosynthesis-antenna proteins and hydroxymethylbilane synthase. No metabolic pathways related to simultaneous accumulation of Cd and Cu has been identified. The identified DEPs were validated using Western blotting with five key proteins. Additionally, Western blotting and yeast mutant confirmed the presence of proteins related to carbon fixation in photosynthetic organisms, carbon metabolism, peroxisome, as well as starch and sucrose metabolism. Photosynthetic, O2•−, H2O2 and non-enzymatic antioxidants indices reflecting protein-related differences indirectly supported the above results. These findings are crucial for further exploration of the Cd hyperaccumulation mechanism.