Table 1.
Factor | TCGA‐set | AI‐set | |||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Relationships with PIK3CA status and Luminal subtype for 286 patients | Relationships with overall survival available for 272 patients | Relationships with progression‐free survival in 75 patients who received first‐line AI therapy | |||||||||||||
PIK3CA status | Subtype | Univariate analysis | Univariate analysis | Mutivariate analysis: each factor added to the base model of traditional factorsc | |||||||||||
Wild‐type | Mutated | P | Luminal A | Luminal B | P | HR | 95% CI | P | HR | 95% CI | P | HR | 95% CI | P | |
MWa | MWa | ||||||||||||||
Median expression levels for: | |||||||||||||||
LRG1 | 0.10 | 1.06 | <0.001 | 0.65 | 0.35 | 0.139 | 0.83 | 0.70–0.99 | 0.033 | 0.69 | 0.55–0.87 | 0.002 | 0.70 | 0.54–0.90 | 0.006 |
PLCL1 | −0.11 | 0.76 | <0.001 | 0.45 | −0.03 | 0.013 | 0.71 | 0.52–0.97 | 0.029 | 0.61 | 0.46–0.81 | 0.001 | 0.58 | 0.43–0.79 | <0.001 |
FAM81B | 0.27 | 1.64 | <0.001 | 1.19 | 0.00 | <0.001b | 0.88 | 0.71–1.08 | 0.216 | 0.82 | 0.73–0.92 | <0.001 | 0.83 | 0.73–0.94 | 0.004 |
CCNO | 0.11 | 0.67 | <0.001 | 0.41 | 0.23 | 0.319 | 0.97 | 0.75–1.27 | 0.832 | 0.84 | 0.73–0.96 | 0.010 | 0.84 | 0.73–0.97 | 0.018 |
NEK10 | 0.21 | 1.66 | <0.001 | 1.29 | −0.21 | <0.001b | 0.88 | 0.72–1.06 | 0.172 | 0.76 | 0.65–0.90 | 0.001 | 0.79 | 0.65–0.95 | 0.012 |
PGR | 0.73 | 2.03 | <0.001 | 1.81 | 0.45 | <0.001b | 0.91 | 0.77–1.06 | 0.221 | 0.84 | 0.74–0.95 | 0.006 | 0.85 | 0.72–0.99 | 0.039 |
SERPINA3 | 0.17 | 0.77 | 0.001 | 0.53 | 0.32 | 0.069 | 0.81 | 0.66–0.98 | 0.031 | 0.82 | 0.70–0.97 | 0.020 | 0.85 | 0.70–1.04 | NS |
SORBS2 | −0.37 | 0.33 | <0.001 | 0.30 | −0.86 | <0.001b | 0.82 | 0.63–1.07 | 0.142 | 0.69 | 0.56–0.86 | 0.001 | 0.71 | 0.56–0.89 | 0.004 |
VTCN1 | −0.90 | 0.37 | <0.001 | 0.30 | −1.44 | <0.001b | 0.91 | 0.77–1.08 | 0.284 | 0.84 | 0.73–0.97 | 0.021 | 0.87 | 0.73–1.03 | NS |
hsa‐miR‐449a | 0.93 | 1.59 | 0.011 | 1.13 | 1.21 | 0.817 | 0.84 | 0.66–1.07 | 0.166 | 0.93 | 0.87–0.99 | 0.022 | 0.93 | 0.87–0.99 | 0.030 |
hsa‐miR‐301a‐3p | 3.36 | 2.88 | 0.003 | 2.84 | 3.74 | <0.001b | 1.38 | 1.00–1.89 | 0.047 | 1.30 | 1.01–1.68 | 0.043 | 1.21 | 0.91–1.61 | NS |
hsa‐miR‐205‐5p | 9.46 | 10.82 | <0.001 | 10.49 | 9.04 | <0.001b | 1.00 | 0.86–1.16 | 0.988 | 0.93 | 0.84–1.04 | 0.209 |
Mann Whitney (MW) nonparametric test was applied for the evaluation of the expression levels in relationship to PIK3CA status (wild type vs mutant) or luminal subtype (A vs B).
Significant after the Bonferroni correction for multiple testing (P = 0.05/12 = 0.004).
Each factor added to the base model of traditional factors including age, disease free interval, dominant site of relapse, PR and HER2 status.