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Results A total of 63 studies were included (25 studies with only ORR, DCR, and mPFS and 39 studies with ORR, DCR, mPFS, and mOS). In terms of the targeted drugs for the treatment of NSCLC, in addition to the good but not excellent linear relationship between DCR and mOS (0.4 less then R2 adj = 0.5653 less then 0.6), all other short-term surrogate endpoint indicators had excellent linear relationships with mPFS and mOS (R2 adj≥0.6), while mPFS and mOS had the most excellent linear relationships (R2 adj = 0.8036). Conclusion For targete