"Genomic Selection: Essence, Applications, and Prospects" with Dr. Jianming Yu

Genomic Selection is a plant breeding innovation that aims to speed plant breeding by using predictions from a training model enabled by genomics and statistics to guide the breeding decisions. With around thirty years of history around this innovation, it was about time to develop a review on it. Enter Dr. Jianming Yu and his team of coauthors. This episode, we skate the surface of a topic that could go down for miles, covering key areas of genomic selection, what it is, how to use it, and where we can aim to go in the future.

Tune in to learn:

· How genomic selection was developed

· Why genomic selection should be seen as an innovation in rather than alternative to plant breeding

· Why growing out crosses still matters

· How AI could be integrated to further genomic selection

If you would like more information about this topic, this episode's paper is available here: https://doi.org/10.1002/tpg2.70053

This paper is always freely available.

Contact us at [email protected] or on Twitter @FieldLabEarth if you have comments, questions, or suggestions for show topics, and if you want more content like this don't forget to subscribe. If you'd like to see old episodes or sign up for our newsletter, you can do so here: https://fieldlabearth.libsyn.com/.

If you would like to reach out to Jianming, you can find him here: [email protected] https://www.agron.iastate.edu/people/yu-jianming/ https://www.linkedin.com/in/jianming-yu-92b6617b/ https://www.linkedin.com/company/iowa-state-university-raymond-f-baker-center-for-plant-breeding/

Resources

CEU Quiz: https://web.sciencesocieties.org/Learning-Center/Courses/Course-Detail?productid=%7b001D06ED-D9AA-F011-BBD3-000D3A599510%7d

Transcripts: https://www.rev.com/app/captions/NjhlZmI3ODYwMWFmOTFkYzdlYWRiMjhhM29MVTM2MVduOEFD/o/Q1AwNDYyNDc5Mzkz

CSA News article: https://www.sciencesocieties.org/publications/csa-news/2025/november/essence-of-genomic-selection

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