About the Authors

Kai Liao

Contributed equally to this work with: Kai Liao, Danfeng Du

Roles Conceptualization, Data curation

Affiliations The Central Laboratory of Birth Defects Prevention and Control, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China, Ningbo Key Laboratory for the Prevention and Treatment of Embryogenic Diseases, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China, Ningbo Key Laboratory of Genomic Medicine and Birth Defects Prevention, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China, MOE Engineering Research Center of Gene Technology, School of Life Sciences, Fudan University, Shanghai, China

Danfeng Du

Contributed equally to this work with: Kai Liao, Danfeng Du

Roles Investigation, Methodology

Affiliation Obstetrics and Gynecology Hospital of Fudan University, Shanghai, China

Jiawei Li

Roles Data curation, Methodology, Visualization

Affiliation School of Computer Science, Northwestern Polytechnical University, Shaanxi, China

Jian Huang

Roles Software, Supervision, Validation

Affiliation College of Computer Science, Chongqing University, Chongqing, China

Xiaodan Fan

Roles Validation, Visualization, Writing – original draft

Affiliation The Central Laboratory of Birth Defects Prevention and Control, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China

Changshui Chen

Roles Data curation, Formal analysis

Affiliation Ningbo Key Laboratory for the Prevention and Treatment of Embryogenic Diseases, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China

Shanshan Wu

Roles Conceptualization, Resources, Validation

Affiliation Ningbo Key Laboratory of Genomic Medicine and Birth Defects Prevention, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China

Bowei Yan

Roles Conceptualization, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

22111510005@m.fudan.edu.cn, boweiyan2020@gmail.com (BY); lihaibo-775@163.com (HL)

Affiliation Institutes of Biomedical Sciences, Fudan University, Shanghai, China

Haibo Li

Roles Writing – original draft, Writing – review & editing

22111510005@m.fudan.edu.cn, boweiyan2020@gmail.com (BY); lihaibo-775@163.com (HL)

Affiliations The Central Laboratory of Birth Defects Prevention and Control, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China, Ningbo Key Laboratory for the Prevention and Treatment of Embryogenic Diseases, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China, Ningbo Key Laboratory of Genomic Medicine and Birth Defects Prevention, The Affiliated Women and Children’s Hospital of Ningbo University, Ningbo, China

Competing Interests

The authors have declared that no competing interests exist.