Abstract 1096
Background
OncotypeDX (ODX®) can enhance prediction of breast cancer recurrence, guiding adjuvant treatment options. However, the opportunity to access this test is not always possible. The aim of this study is to investigate the correlation between phenotypical tumor characteristics, quantitative classical immunohistochemistry (IHC) and recurrent score (RS) resulting from ODX®.
Methods
All breast cancer patients who underwent ODX® between 2014 and 2018 were retrospectively included in the study. The data selected for analysis were age, menopausal status, pathological and IHC features. IHC was performed with standardized quantitative methods. Dataset was split into two subsets (70% for training and 30% for internal validation). Logistic models were built with statistically significant features for predicting RS ≤ 25 or ≤ 20. An external validation set, provided by another center, was used to test reliability of prediction models.
Results
The internal dataset included 407 patients (Table) who underwent ODX®. Mean age was 53.7 (31-80) and 222 patients (54.55%) were > 50 years old. ODX® results showed: 67 patients (16.6%) between 0-10, 272 patients between 11-25 (66.8%) and 68 pts > 26 (16.6%). At the logistic regression analysis, RS score was significantly associated with ER (p = 0.004), PgR (p < 0.001), and Ki67% (p < 0.001) with the threshold equal to 25. Above patients with RS ≤ 25, the generalized linear regression resulted in a well calibrated model with an AUC of 92.2% (sensitivity 84.2%; specificity 80.1%). External validation set included 180 patients and confirmed the model performance with an AUC of 82.3% and good calibration. A nomogram predicting RS score ≤25 was generated.Table:
261P Tumor characteristics training set + internal test set
Training + internal test set – Tumor characteristics | ||
---|---|---|
Histological subtype classification | Invasive Ductal Carcinoma | 318 pts (78,1%) |
Invasive Lobular Carcinoma | 47 pts (11,5%) | |
Other | 42 pts (10,3%) | |
Grading | 1 | 28 pts (6.8%) |
2 | 268 pts (65,8%) | |
3 | 111 pts (27,3%) | |
pT | 1a | 3 pts (0,7%) |
1b | 38 pts (9,3%) | |
1c | 216 pts (53,1%) | |
2 | 143 pts (35,1%) | |
3 | 6 pts (1,5%) | |
4 | 1 pt (0,3%) | |
pN | 0 | 233 pts (57,2%) |
0i+ | 12 pts (3%) | |
1mic | 43 pts (10,6%) | |
1 | 108 pts (26,5%) | |
NA | 11 pts (2,7%) | |
Mean T diameter [cm] | 1.9 (Range 0,2-8,5) | |
Mean Sentinel Lymph Node (SLN) diameter [mm] | 1.7 (Range 0-40) | |
Mean Axillary Lymph Node (ALN) diameter [mm] | 0.8 (Range 0-25) | |
Mean N Ratio | 0.14 (0.00 – 1.00) | |
SLN involvement [n° of nodes] | 0 | 261 pts (64,1%) |
1 | 112 pts (27,5%) | |
2 | 24 pts (5,8%) | |
3 | 1 pt (0,2%) | |
NA | 9 pts (2,2%) | |
ALN involvement [n° of nodes] | 0 | 338 pts (83%) |
0i+ | 4 pts (1%) | |
1mic | 3 pts (0,7%) | |
1 | 31 pts (7,6%) | |
2 | 8 pts (2%) | |
3 | 5 pts (1,2%) | |
5 | 1 pt (0,2%) | |
NA | 17 pts (4,1%) | |
Multifocality | Yes | 97 pts (23,8%) |
No | 300 pts (73,7%) | |
NA | 10 pts (2.5%) | |
Multicentricity | Yes | 20 pts (4,9%) |
No | 376 pts (92,4%) | |
NA | 11 pts (2,7%) | |
PVI | Absent | 242 pts (59,4%) |
Focal | 51 pts (12,5%) | |
Moderate | 32 pts (7,8%) | |
Massive | 59 pts (14,5%) | |
NA | 23 pts (5,6%) | |
Mean ER expression | 87,9% (Range 1-100) | |
Mean PgR expression | 62.2% (Range 0-100) | |
Mean AR expression | 7.7% (Range 0-90) | |
Mean Ki67% expression | 29.8% (Range 0-90) | |
Her2 Expression | 0 | 187 pts (46%) |
1 | 112 pts (27,5%) | |
2 | 104 pts (25,5%) | |
NA | 4 pts (0,9%) | |
Fluorescence in situ hybridization (FISH) for HER-2 | Not determined | 300 pts (73,7%) |
Not amplificated | 100 pts (23,7%) | |
Undetermined | 1 pt (0,2%) | |
Equivocal | 1 pt (0,2%) |
Conclusions
Quantitative IHC presents a good correlation with RS score in patients with RS ≤ 25, also in external validation set. A nomogram for physician that enhances a cost/effectiveness clinical approach practice has been developed. Prospective clinical application will be tested in further studies.
Clinical trial identification
Editorial acknowledgement
Legal entity responsible for the study
Fabio Marazzi.
Funding
Has not received any funding.
Disclosure
All authors have declared no conflicts of interest.
Resources from the same session
1058 - Assessment of CPS+EG, Neo-Bioscore and modified Neo-Bioscore in breast cancer patients treated with preoperative systemic therapy: a multicenter cohort study
Presenter: LING XU
Session: Poster Display session 2
Resources:
Abstract
1156 - The concordance of treatment decision guided by Oncotype and the PREDICT tool in early stage breast cancer
Presenter: Hadar Goldvaser
Session: Poster Display session 2
Resources:
Abstract
3447 - Influence of first treatment delay on survival among breast cancer subtypes
Presenter: Irene Zarcos Pedrinaci
Session: Poster Display session 2
Resources:
Abstract
3505 - Clinical features of early-stage (I-III) triple-negative breast cancer (TNBC) patients with tumors exhibiting low-overall change in molecular profile after neoadjuvant therapy.
Presenter: Nour Abuhadra
Session: Poster Display session 2
Resources:
Abstract
5442 - Meta-analysis in HER2+ early breast cancer therapies and cost-effectiveness in a Brazilian perspective
Presenter: Marcos Magalhaes
Session: Poster Display session 2
Resources:
Abstract
1570 - Anti-mullerian hormone (AMH) levels and antral follicle counts (AFC) may predict ovarian reserves before systemic chemotherapy (SC) in women with breast cancer(BC); a prospective clinical study
Presenter: Cetin Ordu
Session: Poster Display session 2
Resources:
Abstract
2698 - Prognosis of selected triple negative apocrine breast cancer patients who did not receive adjuvant chemotherapy.
Presenter: Giuseppe Cancello
Session: Poster Display session 2
Resources:
Abstract
3104 - Novel Blood Based Circulating Tumor Cell Biomarker For Breast Cancer Detection
Presenter: Chun-Yu Liu
Session: Poster Display session 2
Resources:
Abstract
4631 - Multi-Gene Prognostic Signatures and Prediction of Pathological Complete Response of ER-Positive HER2-Negative Breast Cancer Patients to Neo-Adjuvant Chemotherapy
Presenter: Claudia Mazo
Session: Poster Display session 2
Resources:
Abstract
4632 - Impact of menopause status on breast cancer outcomes and amenorrhea incidence during adjuvant tailored dose dense chemotherapy
Presenter: Andri Papakonstantinou
Session: Poster Display session 2
Resources:
Abstract