Non-invasive detection of breast cancer using deep learning (Conference Presentation)

Author(s):  
Tarek M. Taha ◽  
Rishad Raiyan ◽  
Sharmin Akhtar ◽  
Rayhana Awwal ◽  
Zahangir Alom
Author(s):  
Aditya Bansal ◽  
Mukesh K. Pandey ◽  
Whitney Barham ◽  
Xin Liu ◽  
Susan M. Harrington ◽  
...  

2021 ◽  
Vol 7 (1) ◽  
Author(s):  
Andrea DeCensi ◽  
Harriet Johansson ◽  
Thomas Helland ◽  
Matteo Puntoni ◽  
Debora Macis ◽  
...  

AbstractLow-dose tamoxifen halves recurrence in non-invasive breast cancer without significant adverse events. Some adjuvant trials with tamoxifen 20 mg/day had shown an association between low endoxifen levels (9–16 nM) and recurrence, but no association with CYP2D6 was shown in the NSABP P1 and P2 prevention trials. We studied the association of CYP2D6 genotype and tamoxifen metabolites with tumor biomarkers and recurrence in a randomized phase III trial of low-dose tamoxifen. Median (IQR) endoxifen levels at year 1 were 8.4 (5.3–11.4) in patients who recurred vs 7.5 (5.1–10.2) in those who did not recur (p = 0.60). Tamoxifen and metabolites significantly decreased C-reactive protein (CRP, p < 0.05), and a CRP increase after 3 years was associated with higher risk of recurrence (HR = 4.37, 95% CI, 1.14–16.73, P = 0.03). In conclusion, endoxifen is below 9 nM in most subjects treated with 5 mg/day despite strong efficacy and there is no association with recurrence, suggesting that the reason for tamoxifen failure is not poor drug metabolism. Trial registration: ClinicalTrials.gov, Identifier: NCT01357772.


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