About the Authors
- Li-Yuan Liu
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Affiliations Epidemiology Institute, School of Public Health, Shandong University, Jinan, Shandong, China, Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
- Meng Wang
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Affiliation Epidemiology Institute, School of Public Health, Shandong University, Jinan, Shandong, China
- Zhong-Bing Ma
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Affiliation Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
- Li-Xiang Yu
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Affiliation Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
- Qiang Zhang
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Affiliation Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
- De-Zong Gao
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Affiliation Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
- Fei Wang
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Affiliation Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
- Zhi-Gang Yu
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* E-mail: yzg@medmail.com.cn
Affiliation Department of Breast Diseases, the Second Hospital of Shandong University, Jinan, Shandong, China
Competing Interests
The authors have declared that no competing interests exist.
Author Contributions
Conceived and designed the experiments: LYL ZBM. Performed the experiments: LYL LXY. Analyzed the data: LYL MW. Contributed reagents/materials/analysis tools: LYL. Wrote the manuscript: LYL. Copyedited the manuscript: QZ DZG FW. Gave much advice and directions in both study design and preparing of the manuscript: ZGY.