Introduction
Materials and methods
Patients
Characteristic | Number of patients | Percentagea | DC-SCRIPTb (reference-normalized), × 102 | |
---|---|---|---|---|
All patients | 1,505 | 100% | 0.69 | 0.73 |
Age, years | ||||
≤ 40 | 192 | 13% | 0.69 | 0.72 |
41-55 | 561 | 37% | 0.70 | 0.74 |
56-70 | 498 | 33% | 0.70 | 0.77 |
>70 | 254 | 17% | 0.64 | 0.64 |
P = 0.15c | ||||
Menopausal status | ||||
Premenopausal | 637 | 42% | 0.72 | 0.74 |
Postmenopausal | 868 | 58% | 0.66 | 0.70 |
P = 0.06d | ||||
Grade | ||||
Poor | 818 | 54% | 0.64 | 0.74 |
Unknown | 452 | 30% | 0.71 | 0.68 |
Moderate and good | 235 | 16% | 0.80 | 0.70 |
P = 0.001e | ||||
Tumor size | ||||
pT1, ≤ 2 cm | 517 | 34% | 0.81 | 0.84 |
>2 cm | 988 | 66% | 0.63 | 0.64 |
P < 0.001d | ||||
Lymph nodes involved | ||||
No | 837 | 56% | 0.69 | 0.73 |
Yes | 668 | 44% | 0.68 | 0.75 |
P = 0.64d | ||||
ESR1 mRNA statusf | ||||
Positive, ≥0.2 | 1,176 | 78% | 0.71 | 0.73 |
Negative, < 0.2 | 329 | 22% | 0.61 | 0.66 |
P = 0.004c | ||||
PGR mRNA statusf | ||||
Positive, ≥0.1 | 949 | 63% | 0.72 | 0.74 |
Negative, < 0.1 | 556 | 37% | 0.61 | 0.66 |
P < 0.001c | ||||
ESR2 mRNA statusf | ||||
Dichotomized high, ≥0.005 | 741 | 49% | 0.89 | 0.95 |
Dichotomized low, < 0.005 | 742 | 49% | 0.54 | 0.49 |
P < 0.001c | ||||
Invasive tumor cell contentg | ||||
≥70% | 719 | 48% | 0.57 | 0.51 |
< 70% | 786 | 52% | 0.85 | 0.91 |
P < 0.001d | ||||
Histological type | ||||
DCIS + IDC | 194 | 13% | 0.82 | 0.89 |
ILC | 135 | 9% | 0.81 | 0.94 |
IDC | 810 | 54% | 0.66 | 0.69 |
Mucinous | 40 | 3% | 0.56 | 0.65 |
Medullary | 31 | 2% | 0.69 | 1.18 |
P = 0.012e | ||||
Intrinsic breast cancer subtypeh | 308 | |||
Normal-like | 22 | 7% | 1.43 | 1.19 |
ERBB2+ | 63 | 20% | 0.75 | 0.68 |
Luminal A | 76 | 25% | 0.78 | 0.89 |
Luminal B | 65 | 21% | 0.56 | 0.36 |
Basal | 82 | 27% | 0.48 | 0.48 |
P < 0.001e |
RNA isolation and quantitative RT-PCR
Tissue processing
Data analysis and statistics
Results
Associations of DC-SCRIPTwith clinicopathological factors and histological and intrinsic breast cancer subtypes
DC-SCRIPTand tumor aggressiveness in univariate and multivariable analyses
Univariate analysis | Multivariate analysisa | ||||||||
---|---|---|---|---|---|---|---|---|---|
Factor | Number | HR | 95% CI | Pvalue | HR | 95% CI | Pvalue | ||
837 | |||||||||
Age, years | |||||||||
≤ 40 | 114 | 1 | 1 | ||||||
41-55 | 295 | 0.88 | 0.63 | 1.22 | 0.95 | 0.67 | 1.35 | ||
56-70 | 270 | 0.72 | 0.51 | 1.02 | 0.69 | 0.40 | 1.20 | ||
>70 | 158 | 0.53 | 0.35 | 0.81 | < 0.01 | 0.49 | 0.27 | 0.90 | 0.077 |
Menopausal status | |||||||||
Premenopausal | 350 | 1 | 1 | ||||||
Postmenopausal | 487 | 0.78 | 0.62 | 0.97 | 0.028 | 1.08 | 0.70 | 1.66 | 0.731 |
Grade | |||||||||
Poor | 422 | 1 | 1 | ||||||
Unknown | 262 | 1.02 | 0.79 | 1.30 | 1.12 | 0.87 | 1.44 | ||
Moderate and good | 153 | 0.49 | 0.34 | 0.71 | < 0.001 | 0.54 | 0.37 | 0.78 | < 0.001 |
PGR mRNA statusb | |||||||||
Negative, < 0.1 | 312 | 1 | 1 | ||||||
Positive, ≥0.1 | 525 | 0.68 | 0.54 | 0.85 | 0.001 | 0.71 | 0.53 | 0.95 | 0.022 |
Tumor size | |||||||||
≤ 2 cm | 378 | 1 | |||||||
>2 cm + unknown | 459 | 1.26 | 1.00 | 1.59 | 0.047 | Analyses stratified by tumor size to meet the proportional hazards assumption | |||
ESR1 mRNA statusb | |||||||||
Negative, < 0.2 | 199 | 1 | |||||||
Positive, ≥0.2 | 638 | 0.77 | 0.59 | 0.99 | 0.040 | ||||
Factor analyzed | Additions to the base model | ||||||||
DC-SCRIPT
| |||||||||
Continuous | 837 | 0.77 | 0.67 | 0.88 | < 0.001 | 0.80 | 0.70 | 0.92 | 0.001 |
33.3% low | 277 | 1 | 1 | ||||||
66.7% high | 560 | 0.55 | 0.43 | 0.69 | < 0.001 | 0.60 | 0.47 | 0.76 | < 0.001 |
ESR2 mRNA statusb | |||||||||
Continuous | 820 | 0.88 | 0.79 | 0.99 | 0.034 | 0.86 | 0.76 | 0.96 | 0.011 |
Dichotomized low, < 0.005 | 410 | 1 | 1.00 | ||||||
Dichotomized high, ≥0.005 | 410 | 0.80 | 0.63 | 1.00 | 0.052 | 0.75 | 0.59 | 0.94 | 0.014 |
DC-SCRIPT and ESR2 combined | |||||||||
Both low | 183 | 1 | 1 | ||||||
DC-SCRIPT low, ESR2 high | 91 | 0.74 | 0.51 | 1.08 | 0.71 | 0.49 | 1.04 | ||
DC-SCRIPT high, ESR2 low | 227 | 0.49 | 0.36 | 0.67 | 0.55 | 0.40 | 0.76 | ||
Both high | 319 | 0.50 | 0.38 | 0.67 | < 0.001 | 0.52 | 0.39 | 0.69 | < 0.001 |
Association with continuous DC-SCRIPT | Disease-free survival | Metastasis-free survival | Overall survival | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Cohort | Number | HR | 95% CI | Pvalue | HR | 95% CI | Pvalue | HR | 95% CI | Pvalue | |||
Lymph node-negative | 837 | 0.82 | 0.73 | 0.93 | 0.001 | 0.77 | 0.67 | 0.88 | < 0.001 | 0.82 | 0.72 | 0.94 | 0.005 |
ESR1 mRNA-negativea | 199 | 0.94 | 0.76 | 1.17 | 0.59 | 0.93 | 0.73 | 1.18 | 0.53 | 0.88 | 0.70 | 1.11 | 0.30 |
ESR1 mRNA-positivea | 638 | 0.79 | 0.68 | 0.90 | 0.001 | 0.72 | 0.62 | 0.85 | < 0.001 | 0.81 | 0.69 | 0.96 | 0.014 |
PGR mRNA-negativea | 312 | 0.88 | 0.74 | 1.06 | 0.19 | 0.84 | 0.69 | 1.03 | 0.10 | 0.88 | 0.72 | 1.08 | 0.22 |
PGR mRNA-positivea | 525 | 0.81 | 0.69 | 0.94 | 0.007 | 0.75 | 0.63 | 0.89 | 0.001 | 0.82 | 0.68 | 0.99 | 0.04 |
ESR2 mRNA-lowa | 410 | 0.76 | 0.64 | 0.91 | 0.003 | 0.69 | 0.56 | 0.84 | < 0.001 | 0.73 | 0.64 | 0.97 | 0.026 |
ESR2 mRNA-higha | 410 | 0.93 | 0.78 | 1.11 | 0.43 | 0.89 | 0.73 | 1.09 | 0.26 | 0.92 | 0.75 | 1.13 | 0.41 |
Tumor size ≤ 2 cm (pT1)b | 378 | 0.74 | 0.61 | 0.89 | 0.001 | 0.67 | 0.54 | 0.83 | 0.000 | 0.73 | 0.59 | 0.91 | 0.005 |
Tumor size >2 cmb | 459 | 0.92 | 0.79 | 1.08 | 0.31 | 0.86 | 0.72 | 1.03 | 0.10 | 0.91 | 0.76 | 1.09 | 0.31 |
ESR1 mRNA-positive, tumor size ≤ 2 cm | 306 | 0.69 | 0.56 | 0.85 | 0.001 | 0.61 | 0.48 | 0.78 | < 0.001 | 0.72 | 0.56 | 0.93 | 0.010 |
ESR1 mRNA-positive, tumor size >2 cm | 332 | 0.91 | 0.75 | 1.10 | 0.34 | 0.84 | 0.68 | 1.05 | 0.13 | 0.90 | 0.72 | 1.14 | 0.39 |
ESR2 mRNA-low, tumor size ≤ 2 cm | 175 | 0.57 | 0.43 | 0.76 | < 0.001 | 0.51 | 0.37 | 0.70 | < 0.001 | 0.60 | 0.44 | 0.83 | 0.002 |
ESR2 mRNA-high, tumor size >2 cm | 218 | 0.98 | 0.78 | 1.23 | 0.84 | 0.91 | 0.71 | 1.18 | 0.49 | 0.93 | 0.74 | 1.21 | 0.58 |
ESR1-positive and ESR2-low, tumor size ≤ 2 cm | 147 | 0.63 | 0.45 | 0.87 | 0.005 | 0.54 | 0.38 | 0.78 | < 0.001 | 0.63 | 0.43 | 0.92 | 0.017 |
ESR1-positive and ESR2-low, tumor size >2 cm | 181 | 0.94 | 0.71 | 1.24 | 0.66 | 0.94 | 0.68 | 1.29 | 0.69 | 1.03 | 0.73 | 1.45 | 0.89 |
ESR1-positive or ESR2-low or both, tumor size ≤ 2 cm | 334 | 0.65 | 0.53 | 0.79 | < 0.001 | 0.57 | 0.46 | 0.71 | < 0.001 | 0.67 | 0.53 | 0.84 | 0.001 |
ESR1-positive or ESR2-low or both, tumor size >2 cm | 386 | 0.90 | 0.76 | 1.08 | 0.25 | 0.81 | 0.66 | 0.99 | 0.037 | 0.87 | 0.71 | 1.07 | 0.20 |