Finally, our study involved results from multiple cancer types, and there might be heterogeneity between different cancers, such as the prognostic value of CRP and LHR in patients with early cancer was not as good as in those with advanced cancer, we hypothesized that this was due to the heterogeneity of different cancer types, although these results need further validation. Here, CRP is linked to cancer.