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Designing safe and potent herbicides with the cropCSM online resource

Douglas E. V. Pires, Keith A. Stubbs, Joshua S. Mylne, View ORCID ProfileDavid B. Ascher
doi: https://doi.org/10.1101/2020.11.01.364240
Douglas E. V. Pires
1Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne VIC 3004
2Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, VIC 3010
3Computational and Systems Biology, Bio21 Institute, University of Melbourne, 30 Flemington Rd, Parkville VIC 3052
4School of Computing and Information Systems, University of Melbourne, Melbourne, VIC 3010
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  • For correspondence: david.ascher@unimelb.edu.au douglas.pires@unimelb.edu.au
Keith A. Stubbs
5The University of Western Australia, School of Molecular Sciences, 35 Stirling Highway, Crawley, Perth 6009, Australia
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Joshua S. Mylne
5The University of Western Australia, School of Molecular Sciences, 35 Stirling Highway, Crawley, Perth 6009, Australia
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David B. Ascher
1Computational Biology and Clinical Informatics, Baker Heart and Diabetes Institute, Melbourne VIC 3004
2Department of Biochemistry and Molecular Biology, University of Melbourne, Melbourne, VIC 3010
3Computational and Systems Biology, Bio21 Institute, University of Melbourne, 30 Flemington Rd, Parkville VIC 3052
6Department of Biochemistry, University of Cambridge, 80 Tennis Ct Rd, Cambridge CB2 1GA
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  • ORCID record for David B. Ascher
  • For correspondence: david.ascher@unimelb.edu.au douglas.pires@unimelb.edu.au
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Abstract

Herbicides have revolutionised weed management, increased crop yields and improved profitability allowing for an increase in worldwide food security. Their widespread use, however, has also led to not only a rise in resistance but also concerns about their environmental impact. To help identify new, potent, non-toxic and environmentally safe herbicides we have employed interpretable predictive models to develop the online tool cropCSM (http://biosig.unimelb.edu.au/crop_csm).

Competing Interest Statement

The authors have declared no competing interest.

Footnotes

  • http://biosig.unimelb.edu.au/crop_csm/

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY-NC-ND 4.0 International license.
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Posted November 02, 2020.
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Designing safe and potent herbicides with the cropCSM online resource
Douglas E. V. Pires, Keith A. Stubbs, Joshua S. Mylne, David B. Ascher
bioRxiv 2020.11.01.364240; doi: https://doi.org/10.1101/2020.11.01.364240
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Designing safe and potent herbicides with the cropCSM online resource
Douglas E. V. Pires, Keith A. Stubbs, Joshua S. Mylne, David B. Ascher
bioRxiv 2020.11.01.364240; doi: https://doi.org/10.1101/2020.11.01.364240

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