About the Authors

Shanshan Ji

Roles Conceptualization, Writing – original draft, Writing – review & editing

ansirain@163.com

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Teng Wang

Roles Data curation

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Lu Guan

Roles Formal analysis

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Chengyang Zhao

Roles Investigation

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Shuai Quan

Roles Conceptualization

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Xuewei Dong

Roles Methodology

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Xianzhi Zhang

Roles Software

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Fandi Meng

Roles Investigation

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Zhicheng Tian

Roles Data curation, Formal analysis

Affiliation Department of Biological and Chemical Engineering, Jining Polytechnic, Jining, Shandong, China

Competing Interests

The authors have declared that no competing interests exist.