TY - JOUR
T1 - Intratumor heterogeneity predicts metastasis of triplenegative breast cancer
AU - Yang, Fang
AU - Wang, Yucai
AU - Li, Quan
AU - Cao, Lulu
AU - Sun, Zijia
AU - Jin, Juan
AU - Fang, Hehui
AU - Zhu, Aiyu
AU - Li, Yan
AU - Zhang, Wenwen
AU - Wang, Yanru
AU - Xie, Hui
AU - Gustafsson, Jan Åke
AU - Wang, Shui
AU - Guan, Xiaoxiang
N1 - Funding Information:
This work was supported by National Natural Science Foundation of China (81470357), a Foundation for Clinical Medicine Science and Technology Special Project of the Jiangsu Province, China (BL2014071 to X.G.) and the Robert A. Welch Foundation (E-0004 to J.-A.G.). Conflict of Interest: None declared.
Publisher Copyright:
© The Author 2017. Published by Oxford University Press.
Copyright:
Copyright 2021 Elsevier B.V., All rights reserved.
PY - 2017/9
Y1 - 2017/9
N2 - Even with the identical clinicopathological features, the ability for metastasis is vastly different among triple-negative breast cancer (TNBC) patients. Intratumor heterogeneity (ITH), which is common in breast cancer, may be a key mechanism leading to the tumor progression. In this study, we studied whether a quantitative genetic definition of ITH can predict clinical outcomes in patients with TNBC. We quantified ITH by calculating Shannon index, a measure of diversity in a population, based on Myc, epidermal growth factor receptor/centromeric probe 7 (EGFR/CEP7) and cyclin D1/centromeric probe 11 (CCND1/CEP11) copy number variations (CNVs) in 300 cells at three different locations of a tumor. Among 75 TNBC patients, those who developed metastasis had significantly higher ITH, that is Shannon indices of EGFR/CEP7 and CCND1/CEP11 CNVs. Higher Shannon indices of EGFR/CEP7 and CCND1/CEP11 CNVs were significantly associated with the development of metastasis and were predictive of significantly worse metastasis-free survival (MFS). Regional heterogeneity, defined as the difference in copy numbers of Myc, EGFR or CCND1 at different locations, was found in 52 patients. However, the presence of regional heterogeneity did not correlate with metastasis or MFS. Our findings demonstrate that higher ITH of EGFR/CEP7 and CCND1/CEP11 CNVs is predictive of metastasis and is associated with significantly worse MFS in TNBC patients, suggesting that ITH is a very promising novel prognostic factor in TNBC.
AB - Even with the identical clinicopathological features, the ability for metastasis is vastly different among triple-negative breast cancer (TNBC) patients. Intratumor heterogeneity (ITH), which is common in breast cancer, may be a key mechanism leading to the tumor progression. In this study, we studied whether a quantitative genetic definition of ITH can predict clinical outcomes in patients with TNBC. We quantified ITH by calculating Shannon index, a measure of diversity in a population, based on Myc, epidermal growth factor receptor/centromeric probe 7 (EGFR/CEP7) and cyclin D1/centromeric probe 11 (CCND1/CEP11) copy number variations (CNVs) in 300 cells at three different locations of a tumor. Among 75 TNBC patients, those who developed metastasis had significantly higher ITH, that is Shannon indices of EGFR/CEP7 and CCND1/CEP11 CNVs. Higher Shannon indices of EGFR/CEP7 and CCND1/CEP11 CNVs were significantly associated with the development of metastasis and were predictive of significantly worse metastasis-free survival (MFS). Regional heterogeneity, defined as the difference in copy numbers of Myc, EGFR or CCND1 at different locations, was found in 52 patients. However, the presence of regional heterogeneity did not correlate with metastasis or MFS. Our findings demonstrate that higher ITH of EGFR/CEP7 and CCND1/CEP11 CNVs is predictive of metastasis and is associated with significantly worse MFS in TNBC patients, suggesting that ITH is a very promising novel prognostic factor in TNBC.
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U2 - 10.1093/carcin/bgx071
DO - 10.1093/carcin/bgx071
M3 - Article
C2 - 28911002
AN - SCOPUS:85029741507
SN - 0143-3334
VL - 38
SP - 900
EP - 909
JO - Carcinogenesis
JF - Carcinogenesis
IS - 9
ER -