Guo, Shiwei
Shi, Xiaohan
Shen, Jing
Gao, Suizhi
Wang, Huan
Shen, Shuo
Pan, Yaqi
Li, Bo
Xu, Xiongfei
Shao, Zhuo
Jin, Gang
Funding for this research was provided by:
National key research and development program
National Natural Science Foundation of China (81672830)
Shanghai Shen Kang Hospital Development Center (SHDC12014108)
Science and Technology Commission of Shanghai Municipality (19140902300)
Top Projects of Military Medical Science and Technology Training Program
Article History
Received: 25 June 2019
Revised: 30 October 2019
Accepted: 10 December 2019
First Online: 23 January 2020
Ethics approval and consent to participate
: The study was performed in accordance with the Declaration of Helsinki and approved by the Shanghai Changhai Hospital Ethics Committee. All patients provided written informed consent to use their clinical data.
: Written informed consent for publication was obtained.
: All data in this study are available upon request.
: The authors declare no competing interests.
: This study was supported by National Natural Science Foundation of China (81672830), National Key R&D Program (2017YFC0908400), Science and Technology Commission of Shanghai Municipality (16140903800 and 19140902300), Top Projects of Military Medical Science and Technology Training Program (17QNP017) and the Shanghai ShenKang hospital development centre (SHDC12014108).