About the Authors

Thanakrit Kaewsahnguan

Roles Data curation, Methodology, Resources, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliation Program in Biotechnology, Faculty of Science, Chulalongkorn University, Pathumwan, Bangkok, Thailand

Sajee Noitang

Roles Data curation, Methodology, Resources, Validation

Affiliation Research Unit in Bioconversion/Bioseparation for Value-Added Chemical Production, Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Pathumwan, Bangkok, Thailand

Papassara Sangtanoo

Roles Methodology, Resources

Affiliation Research Unit in Bioconversion/Bioseparation for Value-Added Chemical Production, Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Pathumwan, Bangkok, Thailand

Piroonporn Srimongkol

Roles Methodology, Resources

Affiliation Research Unit in Bioconversion/Bioseparation for Value-Added Chemical Production, Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Pathumwan, Bangkok, Thailand

Tanatorn Saisavoey

Roles Methodology, Resources

Affiliation Research Unit in Bioconversion/Bioseparation for Value-Added Chemical Production, Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Pathumwan, Bangkok, Thailand

Onrapak Reamtong

Roles Software

Affiliation Department of Molecular Tropical Medicine and Genetics, Faculty of Tropical Medicine, Mahidol University, Ratchathewi, Bangkok, Thailand

Kiattawee Choowongkomon

Roles Software

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

Aphichart Karnchanatat

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Project administration, Visualization, Writing – original draft, Writing – review & editing

Aphichart.K@chula.ac.th

Affiliation Research Unit in Bioconversion/Bioseparation for Value-Added Chemical Production, Institute of Biotechnology and Genetic Engineering, Chulalongkorn University, Pathumwan, Bangkok, Thailand

Competing Interests

The authors have declared that no competing interests exist.