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Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Associations of a Breast Cancer Polygenic Risk Score With Tumor Characteristics and Survival
Josephine M N Lopes Cardozo1,2, Irene L Andrulis3,4, Stig E Bojesen5,6,7
1Department of Surgery, The Netherlands Cancer Institute-Antoni van Leeuwenhoek Hospital, Amsterdam, the Netherlands.
A polygenic risk score (PRS313) is linked to favorable breast cancer traits but not independent prognosis. Higher PRS313 indicates increased disease risk, crucial for targeted screening programs.
Area of Science:
- Genetics
- Oncology
- Epidemiology
Background:
- A polygenic risk score (PRS) using 313 genetic variants (PRS313) is known to associate with breast cancer risk.
- Understanding the association of PRS313 with tumor characteristics and patient outcomes is essential for personalized medicine.
Purpose of the Study:
- To investigate the relationship between PRS313 and clinicopathologic features of breast cancer.
- To evaluate the association of PRS313 with overall survival (OS) and breast cancer-specific survival (BCSS).
Main Methods:
- Utilized data from the Breast Cancer Association Consortium (BCAC) and the MINDACT trial, including women of European and Asian ancestry.
- Employed logistic regression to analyze PRS313 associations with clinicopathologic characteristics.
- Applied Cox regression to assess PRS313 impact on OS and BCSS, adjusting for clinical factors and treatment.
Main Results:
- Increasing PRS313 correlated with more favorable tumor characteristics, including lower grade, hormone receptor-positive status, and smaller tumor size.
- In European women, higher PRS313 initially showed association with better OS and BCSS, but this effect diminished after adjusting for clinicopathologic factors and treatment.
- Consistent findings were observed in MINDACT and Asian women from BCAC.
Conclusions:
- PRS313 is associated with favorable tumor characteristics but does not independently predict prognosis in primary breast cancer.
- Current findings suggest PRS313 has no direct role in primary breast cancer clinical management at diagnosis.
- Higher PRS313 is linked to increased breast cancer mortality risk, underscoring its importance for developing stratified screening strategies.
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