scholarly journals Trend and survival benefit of Oncotype DX use among female hormone receptor-positive breast cancer patients in 17 SEER registries, 2004–2015

2020 ◽  
Vol 180 (2) ◽  
pp. 491-501 ◽  
Author(s):  
Lu Zhang ◽  
Mei-Chin Hsieh ◽  
Valentina Petkov ◽  
Qingzhao Yu ◽  
Yu-wen Chiu ◽  
...  
2021 ◽  
Vol 11 (1) ◽  
Author(s):  
Soo Youn Cho ◽  
Jeong Hoon Lee ◽  
Jai Min Ryu ◽  
Jeong Eon Lee ◽  
Eun Yoon Cho ◽  
...  

AbstractWe hypothesized that a deep-learning algorithm using HE images might be capable of predicting the benefits of adjuvant chemotherapy in cancer patients. HE slides were retrospectively collected from 1343 de-identified breast cancer patients at the Samsung Medical Center and used to develop the Lunit SCOPE algorithm. Lunit SCOPE was trained to predict the recurrence using the 21-gene assay (Oncotype DX) and histological parameters. The risk prediction model predicted the Oncotype DX score > 25 and the recurrence survival of the prognosis validation cohort and TCGA cohorts. The most important predictive variable was the mitotic cells in the cancer epithelium. Of the 363 patients who did not receive adjuvant therapy, 104 predicted high risk had a significantly lower survival rate. The top-300 genes highly correlated with the predicted risk were enriched for cell cycle, nuclear division, and cell division. From the Oncotype DX genes, the predicted risk was positively correlated with proliferation-associated genes and negatively correlated with prognostic genes from the estrogen category. An integrative analysis using Lunit SCOPE predicted the risk of cancer recurrence and the early-stage hormone receptor-positive breast cancer patients who would benefit from adjuvant chemotherapy.


BMC Cancer ◽  
2019 ◽  
Vol 19 (1) ◽  
Author(s):  
Arun Kumar Attuluri ◽  
Chandra Prakash V. Serkad ◽  
Aparna Gunda ◽  
Charusheila Ramkumar ◽  
Chetana Basavaraj ◽  
...  

2006 ◽  
Vol 24 (31) ◽  
pp. 4956-4962 ◽  
Author(s):  
Bent Ejlertsen ◽  
Henning T. Mouridsen ◽  
Maj-Britt Jensen ◽  
Nils-Olof Bengtsson ◽  
Jonas Bergh ◽  
...  

Purpose To compare the efficacy of ovarian ablation versus chemotherapy in early breast cancer patients with hormone receptor–positive disease. Patients and Methods We conducted an open, randomized, multicenter trial including premenopausal breast cancer patients with hormone receptor–positive tumors and either axillary lymph node metastases or tumors with a size of 5 cm or more. Patients were randomly assigned to ovarian ablation by irradiation or to nine courses of chemotherapy with intravenous cyclophosphamide, methotrexate, and fluorouracil (CMF) administered every 3 weeks. Results Between 1990 and May 1998, 762 patients were randomly assigned, and the present analysis is based on 358 first events. After a median follow-up time of 8.5 years, the unadjusted hazard ratio for disease-free survival in the ovarian ablation group compared with the CMF group was 0.99 (95% CI, 0.81 to 1.22). After a median follow-up time of 10.5 years, overall survival (OS) was similar in the two groups, with a hazard ratio of 1.11 (95% CI, 0.88 to 1.42) for the ovarian ablation group compared with the CMF group. Conclusion In this study, ablation of ovarian function in premenopausal women with hormone receptor–positive breast cancer had a similar effect to CMF on disease-free and OS. No significant interactions were demonstrated between treatment modality and hormone receptor content, age, or any of the well-known prognostic factors.


2019 ◽  
Vol 25 (1) ◽  
pp. 9-15
Author(s):  
Takeshi Murata ◽  
Hiromitsu Jinno ◽  
Maiko Takahashi ◽  
Masayuki Shimoda ◽  
Tetsu Hayashida ◽  
...  

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