About the Authors

Wanapinun Nawae

Affiliation Biological Engineering Program, Faculty of Engineering, King Mongkut’s University of Technology Thonburi, Thung Khru, Bangkok, Thailand

Supa Hannongbua

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

Marasri Ruengjitchatchawalya

marasri.rue@kmutt.ac.th

Affiliations Bioinformatics and Systems Biology program, King Mongkut’s University of Technology Thonburi (Bang Khun Thian), Bang Khun Thian, Bangkok, Thailand, Biotechnology Program, School of Bioresources and Technology, King Mongkut’s University of Technology Thonburi (Bang Khun Thian), Bang Khun Thian, Bangkok, Thailand

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: WN SH MR. Performed the experiments: WN. Analyzed the data: WN. Contributed reagents/materials/analysis tools: WN. Contributed to the writing of the manuscript: WN MR.