IDEAS home Printed from https://ideas.repec.org/a/gam/jworld/v6y2025i4p139-d1770542.html
   My bibliography  Save this article

Framework for a Smart Breeding 4.0 Curriculum: Insights from China and Global Implications

Author

Listed:
  • Zhizhong Zhang

    (Joint FAFU-Dalhousie Lab, College of Horticulture, Fujian Agriculture and Forestry University, Fuzhou 350002, China)

Abstract

This study proposes a novel curriculum framework for Smart Breeding 4.0 to address the interdisciplinary talent gap in sustainable agriculture. Responding to the limitations of traditional agricultural education, the curriculum was developed through an analysis of emerging technological trends and industry needs. It is structured around four integrated modules: (1) Foundational Theory, tracing the evolution to data-driven breeding; (2) Technology Integration, combining AI and blockchain for precision breeding; (3) Practical Innovation, using real-world platforms for simulation projects; (4) Ethics and Policy, cultivating responsibility through case studies. Teaching emphasizes project-based learning with open-source tools, while assessment combines exams, data analysis, and innovation proposals. Explicitly aligned with key UN Sustainable Development Goals (SDGs), this conceptual framework provides a foundational model for agricultural universities worldwide. The primary contribution of this paper lies in its systematic design; future research will focus on empirical validation through pilot implementation.

Suggested Citation

  • Zhizhong Zhang, 2025. "Framework for a Smart Breeding 4.0 Curriculum: Insights from China and Global Implications," World, MDPI, vol. 6(4), pages 1-15, October.
  • Handle: RePEc:gam:jworld:v:6:y:2025:i:4:p:139-:d:1770542
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2673-4060/6/4/139/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2673-4060/6/4/139/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Terence Dawson & Anita Perryman & Tom Osborne, 2016. "Modelling impacts of climate change on global food security," Climatic Change, Springer, vol. 134(3), pages 429-440, February.
    2. Mu-Sen Liu & Shanzhong Gong & Helen-Hong Yu & Kyungseok Jung & Kenneth A. Johnson & David W. Taylor, 2020. "Engineered CRISPR/Cas9 enzymes improve discrimination by slowing DNA cleavage to allow release of off-target DNA," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Grace N. Hibshman & Jack P. K. Bravo & Matthew M. Hooper & Tyler L. Dangerfield & Hongshan Zhang & Ilya J. Finkelstein & Kenneth A. Johnson & David W. Taylor, 2024. "Unraveling the mechanisms of PAMless DNA interrogation by SpRY-Cas9," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    2. Yibo Luan & Wenquan Zhu & Xuefeng Cui & Günther Fischer & Terence P. Dawson & Peijun Shi & Zhenke Zhang, 2019. "Cropland yield divergence over Africa and its implication for mitigating food insecurity," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 24(5), pages 707-734, June.
    3. Anna-Mara Schön & Marita Böhringer, 2023. "Land Consumption for Current Diets Compared with That for the Planetary Health Diet—How Many People Can Our Land Feed?," Sustainability, MDPI, vol. 15(11), pages 1-35, May.
    4. Jeong Moon & Changchun Liu, 2023. "Asymmetric CRISPR enabling cascade signal amplification for nucleic acid detection by competitive crRNA," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    5. Péter István Kulcsár & András Tálas & Zoltán Ligeti & Sarah Laura Krausz & Ervin Welker, 2022. "SuperFi-Cas9 exhibits remarkable fidelity but severely reduced activity yet works effectively with ABE8e," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    6. Burcu Bestas & Sandra Wimberger & Dmitrii Degtev & Alexandra Madsen & Antje K. Rottner & Fredrik Karlsson & Sergey Naumenko & Megan Callahan & Julia Liz Touza & Margherita Francescatto & Carl Ivar Möl, 2023. "A Type II-B Cas9 nuclease with minimized off-targets and reduced chromosomal translocations in vivo," Nature Communications, Nature, vol. 14(1), pages 1-15, December.
    7. Evan A. Schwartz & Tess M. McBride & Jack P. K. Bravo & Daniel Wrapp & Peter C. Fineran & Robert D. Fagerlund & David W. Taylor, 2022. "Structural rearrangements allow nucleic acid discrimination by type I-D Cascade," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    8. Péter István Kulcsár & András Tálas & Zoltán Ligeti & Eszter Tóth & Zsófia Rakvács & Zsuzsa Bartos & Sarah Laura Krausz & Ágnes Welker & Vanessza Laura Végi & Krisztina Huszár & Ervin Welker, 2023. "A cleavage rule for selection of increased-fidelity SpCas9 variants with high efficiency and no detectable off-targets," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    9. Haseeb Ahmed & Lena-Mari Tamminen & Ulf Emanuelson, 2022. "Temperature, productivity, and heat tolerance: Evidence from Swedish dairy production," Climatic Change, Springer, vol. 175(1), pages 1-18, November.
    10. Pascal D. Vos & Giulia Rossetti & Jessica L. Mantegna & Stefan J. Siira & Andrianto P. Gandadireja & Mitchell Bruce & Samuel A. Raven & Olga Khersonsky & Sarel J. Fleishman & Aleksandra Filipovska & O, 2022. "Computationally designed hyperactive Cas9 enzymes," Nature Communications, Nature, vol. 13(1), pages 1-11, December.
    11. Kazi Arif Uz Zaman, 2022. "Regional Cooperation for Improving Agriculture Production Efficiency: A Strategic Tool for Emission Reduction," ADBI Working Papers 1301, Asian Development Bank Institute.
    12. Dmitrii Degtev & Jack Bravo & Aikaterini Emmanouilidi & Aleksandar Zdravković & Oi Kuan Choong & Julia Liz Touza & Niklas Selfjord & Isabel Weisheit & Margherita Francescatto & Pinar Akcakaya & Michel, 2024. "Engineered PsCas9 enables therapeutic genome editing in mouse liver with lipid nanoparticles," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
    13. Tamilarasu Arivelarasan & V. S. Manivasagam & Vellingiri Geethalakshmi & Kulanthaivel Bhuvaneswari & Kiruthika Natarajan & Mohan Balasubramanian & Ramasamy Gowtham & Raveendran Muthurajan, 2023. "How Far Will Climate Change Affect Future Food Security? An Inquiry into the Irrigated Rice System of Peninsular India," Agriculture, MDPI, vol. 13(3), pages 1-20, February.
    14. Yevessé Dandonougbo, 2022. "Impact of non-farm work on agricultural productivity: Empirical evidence from rural smallholder," Economics Bulletin, AccessEcon, vol. 42(2), pages 458-475.
    15. Rahul Tripathi & B. Dhal & Md Shahid & S. K. Barik & A. D. Nayak & B. Mondal & S. D. Mohapatra & D. Chatterjee & B. Lal & Priyanka Gautam & N. N. Jambhulkar & Nuala Fitton & Pete Smith & T. P. Dawson , 2021. "Agricultural GHG emission and calorie intake nexus among different socioeconomic households of rural eastern India," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(8), pages 11563-11582, August.
    16. Komali Kantamaneni & Louis Rice & Komali Yenneti & Luiza C. Campos, 2020. "Assessing the Vulnerability of Agriculture Systems to Climate Change in Coastal Areas: A Novel Index," Sustainability, MDPI, vol. 12(11), pages 1-24, June.
    17. Sundaram Acharya & Asgar Hussain Ansari & Prosad Kumar Das & Seiichi Hirano & Meghali Aich & Riya Rauthan & Sudipta Mahato & Savitri Maddileti & Sajal Sarkar & Manoj Kumar & Rhythm Phutela & Sneha Gul, 2024. "PAM-flexible Engineered FnCas9 variants for robust and ultra-precise genome editing and diagnostics," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    18. Kaitlyn A. Kiernan & David W. Taylor, 2025. "Visualization of a multi-turnover Cas9 after product release," Nature Communications, Nature, vol. 16(1), pages 1-11, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jworld:v:6:y:2025:i:4:p:139-:d:1770542. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.