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Additional Information

Competing Interests

The authors declare there are no competing interests.

Author Contributions

Saw Simeon conceived and designed the experiments, performed the experiments, analyzed the data, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper.

Watshara Shoombuatong performed the experiments, analyzed the data, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper.

Likit Preeyanon performed the experiments, analyzed the data, prepared figures and/or tables, reviewed drafts of the paper.

Virapong Prachayasittikul analyzed the data, contributed reagents/materials/analysis tools, reviewed drafts of the paper.

Chanin Nantasenamat conceived and designed the experiments, analyzed the data, contributed reagents/materials/analysis tools, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper.

Data Deposition

The following information was supplied regarding the deposition of related data:

Datasets and R source code are available at http://dx.doi.org/10.6084/m9.figshare.1348575.

Funding

Partial financial support was provided by Mahidol University, and WS is thankful for a Mahidol University Post-Doctoral Fellowship under the supervision of VP and CN. Financial support from the Office of Higher Education Commission and Mahidol University under the National Research Universities Initiative is also gratefully acknowledged. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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