About the Authors

Piyanun Harnpicharnchai

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

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Panyapon Pumkaeo

Roles Formal analysis, Investigation, Methodology, Resources, Validation, Writing – original draft, Writing – review & editing

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Paopit Siriarchawatana

Roles Data curation, Formal analysis, Investigation, Validation, Visualization, Writing – review & editing

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Somsak Likhitrattanapisal

Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Validation, Writing – review & editing

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Sermsiri Mayteeworakoon

Roles Investigation, Writing – review & editing

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Lily Ingsrisawang

Roles Formal analysis

Affiliation Department of Statistics, Faculty of Science, Kasetsart University, Chatuchak, Bangkok, Thailand

Worawongsin Boonsin

Roles Investigation

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Lily Eurwilaichitr

Roles Writing – review & editing

Affiliation National Energy Technology Center, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Supawadee Ingsriswang

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

supawadee@biotec.or.th

Affiliation National Center for Genetic Engineering and Biotechnology, National Science and Technology Development Agency, Khlong Luang, Pathum Thani, Thailand

Competing Interests

The authors have declared that no competing interests exist.