Breast Hyperplasias, Risk Signature, and Breast Cancer

被引:2
|
作者
Poola, Indira [1 ]
Yue, Qingqi [1 ]
Gillespie, John W. [1 ]
Sullivan, Peggy S. [2 ]
Aguilar-Jakthong, Josephine [2 ]
Rao, JianYu [2 ]
Shaaban, Abeer M. [3 ,6 ]
Sauter, Edward R. [4 ,7 ]
Ricci, Andrew J. [5 ]
机构
[1] Silbiotech Inc, Gaithersburg, MD USA
[2] Univ Calif Los Angeles, David Geffen Sch Med, Pathol Div, Los Angeles, CA 90095 USA
[3] Leeds Hosp, Pathol Div, Leeds, W Yorkshire, England
[4] Hartford Hosp, Dept Surg, Hartford, CT 06115 USA
[5] Hartford Hosp, Dept Pathol, Hartford, CT 06115 USA
[6] Queen Elizabeth Hosp Birmingham, Birmingham, W Midlands, England
[7] NCI, NIH, Rockville, MD USA
基金
美国国家科学基金会;
关键词
HYALURONIDASE HYAL1; EXPRESSION; DISEASE; WOMEN; TAMOXIFEN; CEACAM6; MATRIX; INHIBITION; PREVENTION; ADHESION;
D O I
10.1158/1940-6207.CAPR-19-0051
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
We address the dilemma faced by oncologists in administering preventative measures to "at risk" patients diagnosed with atypical and nonatypical hyperplasias due to lack of any molecular means of risk stratification and identifying high-risk subjects. Our study purpose is to investigate a four marker risk signature, MMP-1, CEACAM6, HYAL1, and HEC1, using 440 hyperplastic tissues for identifying high-risk subjects who will benefit from preventative therapies. We assayed the markers by IHC and combined their expression levels to obtain a composite value from 0-10, which we called a "Cancer Risk Score." We demonstrate that the four marker-based risk scores predict subsequent cancer development with an accuracy of 91% and 86% for atypical and nonatypical subjects, respectively. We have established a correlation between risk scores and cancer rates by stratifying the samples into low risk (score <= 0.5); intermediate risk (score <= 5.4), and high risk (score >5.4) groups using Kaplan-Meier survival analysis. We have evaluated cancer rates at 5, 10, and 15 years. Our results show that the average cancer rates in the first 5 years among low- and intermediate-risk groups were 2% and 15%, respectively. Among high-risk group, the average cancer rates at 5 years were 73% and 34% for atypical and nonatypical subjects, respectively. The molecular risk stratification described here assesses a patient's tumor biology-based risk level as low, intermediate, or high and for making informed treatment decisions. The outcomes of our study in conjunction with the available prophylactic measures could prevent approximately 20%-25% of sporadic breast cancers.
引用
收藏
页码:471 / 480
页数:10
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