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. 2026 Jul 22;17:1828106. doi: 10.3389/fgene.2026.1828106

TABLE 7.

Spearman correlation analysis between gene mutation indicators and clinicopathological parameters.

Indicator TMB Overall mutation detection rate Driver gene MAF GMS
Age 0.245** −0.198** −0.156* −0.187**
Tumor size 0.412*** −0.367*** −0.328*** −0.392***
BI-RADS classification 0.386*** −0.358*** −0.342*** −0.425***
CA15-3 0.358*** −0.312*** −0.289*** −0.334***
CEA 0.341*** −0.298*** −0.276*** −0.318***
Histological grade(a) 0.338*** −0.324*** −0.298*** −0.356***
Overall mutation detection rate −0.524*** 1 0.612*** 0.658***
Driver gene MAF −0.468*** 0.612*** 1 0.584***
GMS −0.498*** 0.658*** 0.584*** 1

*P < 0.05, **P < 0.01, ***P < 0.001; (a) Analysis performed only for 84 malignant cases; after Bonferroni correction (α = 0.0017), marked correlations remain statistically significant.