The invention discloses a chimeric antigen receptor T lymphocyte and an application thereof to preparation of a product for treating solid tumors. A chimeric antigen receptor in the chimeric antigen receptor T lymphocyte sequentially comprises a human CD8 lead peptide, an anti-Siglec-15 single-chain antibody, a human CD8 hinge transmembrane region, a human 4-1BB intracellular region, a human CD3 zeta intracellular region, a self-cleavage peptide, a CSF2Ra signal peptide, an EGFRt protein, a self-cleavage peptide and a human CD27. Experiments prove that the chimeric antigen receptor T lymphocyte provided by the invention highly expresses IFN gamma and CD107a, has a strong killing function on Siglec-15 positive tumor cells, and has killing efficiency of more than 80% under the condition thatthe effect-target ratio is 1: 1. A tumor transplantation model experiment shows that the chimeric antigen receptor T lymphocyte also has a strong killing function on Siglec-15 positive tumor cells inan animal body.