About the Authors

Waraporn Taweesin

Roles Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – original draft

Affiliation Department of Biochemistry, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Siriyakorn Kulwong

Roles Data curation, Formal analysis, Investigation, Methodology, Project administration

Affiliation Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Wassana Jamnongkan

Roles Investigation, Methodology

Affiliation Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Wichit Taron

Roles Investigation, Methodology

Affiliation Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Autchasai Siriprayong

Roles Investigation, Methodology

Affiliation Department of Medical Technology, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand

Sirinya Sitthirak

Roles Investigation, Methodology, Resources

Affiliations Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand, School of Allied Health Sciences, Walailak University, Nakhon Si Thammarat, Thailand

Anchalee Techasen

Roles Investigation, Methodology, Resources, Supervision

Affiliation Department of Medical Technology, Faculty of Associated Medical Sciences, Khon Kaen University, Khon Kaen, Thailand

Opal Pitaksakulrat

Roles Methodology

Affiliation Department of Parasitology, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand

Nisana Namwat

Roles Funding acquisition, Investigation, Resources, Supervision, Writing – review & editing

Affiliations Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Poramate Klanrit

Roles Investigation, Resources, Supervision, Writing – review & editing

Affiliations Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Watcharin Loilome

Roles Funding acquisition, Methodology, Project administration, Resources, Supervision, Writing – review & editing

Affiliations Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Arporn Wangwiwatsin

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – review & editing

arpowa@kku.ac.th

Affiliations Department of Systems Biosciences and Computational Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand, Cholangiocarcinoma Research Institute, Khon Kaen University, Khon Kaen, Thailand

Competing Interests

The authors have declared that no competing interests exist.