About the Authors

Malinee Thanee

Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Pathology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Hasaya Dokduang

Roles Methodology

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Yingpinyapat Kittirat

Roles Methodology

Affiliations Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Jutarop Phetcharaburanin

Roles Formal analysis, Software

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Poramate Klanrit

Roles Writing – review & editing

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Attapol Titapun

Roles Resources, Writing – review & editing

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Nisana Namwat

Roles Writing – review & editing

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Narong Khuntikeo

Roles Resources, Writing – review & editing

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Surgery, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Arporn Wangwiwatsin

Roles Writing – review & editing

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Hideyuki Saya

Roles Supervision, Writing – review & editing

Affiliation Division of Gene Regulation, Institute for Advanced Medical Research (IAMR), Keio University School of Medicine, Tokyo, Japan

Watcharin Loilome

Roles Conceptualization, Data curation, Funding acquisition, Project administration, Supervision, Writing – original draft, Writing – review & editing

watclo@kku.ac.th

Affiliations Cholangiocarcinoma Screening and Care Program (CASCAP), Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand, Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Competing Interests

The authors have declared that no competing interests exist.