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Additional Information

Competing Interests

The authors declare that they have no competing interests with regards to this manuscript.

Author Contributions

Stéfan van der Walt conceived and designed the experiments, performed the experiments, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper, wrote software.

Johannes L Schönberger conceived and designed the experiments, performed the experiments, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper, wrote software.

Juan Nunez-Iglesias conceived and designed the experiments, performed the experiments, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper, wrote software.

François Boulogne conceived and designed the experiments, performed the experiments, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper, wrote software.

Joshua D Warner conceived and designed the experiments, performed the experiments, wrote the paper, reviewed drafts of the paper, wrote software.

Neil Yager conceived and designed the experiments, performed the experiments, wrote the paper, prepared figures and/or tables, reviewed drafts of the paper, wrote software.

Emmanuelle Gouillart conceived and designed the experiments, performed the experiments, wrote the paper, reviewed drafts of the paper, wrote software.

Tony Yu conceived and designed the experiments, performed the experiments, wrote the paper, reviewed drafts of the paper, wrote software.

Grant Disclosures

The following grant information was disclosed by the authors:

NIH F30DK098832

Funding

Portions of the research reported in this publication was supported by the National Institute of Diabetes and Digestive and Kidney Diseases of the National Institutes of Health under award number F30DK098832. Portions of the research were supported by the Victorian Life Sciences Computation Initiative. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.


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