Acknowledgements
We would like to thank the hepatobiliary pancreatic surgery for its support in obtaining case data. We further thank department of laboratory medicine of the Qingdao Municipal Hospital(group) for their support with detection of venous blood samples. We are also grateful to the study subjects for their participation.