Table 2 Summary of prognostic results from the cross-validated Kaplan Meier estimation with different TIL subtypes and feature types on the QIF datasets D3 and D4.
Dataset | Feature type | TIL subtype (s) | Cross-validated results |
|---|---|---|---|
LUAD (D3) N = 62 | Density measures | CD4 | HR = 2.22 (1.11–4.45), p = 0.024, permutation significance (PS) = 0.02, C-index = 0.638 (95% CI 0.524–0.752, SE = 0.058) |
CD8 | HR = 2.16 (1.08–4.31), p = 0.035, PS = 0.03, C-index = 0.618 (95% CI 0.442–0.794, SE = 0.09) | ||
LUSC (D4) N = 21 | Spatial interaction | CD4 versus CD8 | HR = 4.09 (1.23–13.63), p = 0.01, PS = 0.14, C-index = 0.646 (95% CI 0.464–0.828, SE = 0.093) |
CD4 versus CD20 | HR = 3.24 (1.01–10.40), p = 0.038, PS = 0.06, C-index = 0.637 (95% CI 0.433–0.841, SE = 0.104) | ||
Graph- and shape-based features | CD8 | HR = 3.80 (1.16–12.50), p = 0.017, PS = 0.09, C-index = 0.561 (95% CI 0.42–0.702, SE = 0.072) | |
CD4 plus CD20 | HR = 3.43 (1.06–11.10), p = 0.029, PS = 0.10, C-index = 0.567 (95% CI 0.351–0.783, SE = 0.11) |