About the Authors

Parawee Artbua

Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

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

Naruemon Kentachalee

Roles Investigation, Validation, Writing – review & editing

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

Sirinya Sitthirak

Roles Visualization, Writing – review & editing

Affiliation School of Allied Health Sciences, Walailak University, Nakorn Si Thamarat, Thailand

Prakasit Sa-Ngiamwibool

Roles Investigation, Methodology, Validation, Writing – review & editing

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

Phongsathorn Wichian

Roles Validation, Writing – review & editing

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

Raksawan Deenonpoe

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Writing – original draft, Writing – review & editing

raksde@kku.ac.th

Affiliations Department of Pathology, 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.