The rice Trait Development Pipeline: A systematic framework guiding upstream research for impact in breeding, with examples from root biology

cg.authorship.typesCGIAR single centreen
cg.contributor.affiliationInternational Rice Research Instituteen
cg.contributor.donorBill & Melinda Gates Foundationen
cg.coverage.countryPhilippines
cg.coverage.iso3166-alpha2PH
cg.coverage.regionAsia
cg.coverage.regionSouth-eastern Asia
cg.creator.identifierAmelia Henry: 0000-0001-6255-5480en
cg.creator.identifierDmytro Chebotarov: 0000-0003-1351-9453en
cg.creator.identifierVan Schepler-Luu: 0000-0002-0709-2783en
cg.creator.identifierJoshua N. Cobb: 0000-0002-1732-2378en
cg.howPublishedFormally Publisheden
cg.identifier.doihttps://doi.org/10.1007/s11104-025-07399-2en
cg.identifier.urlhttps://link.springer.com/article/10.1007/s11104-025-07399-2en
cg.isijournalISI Journalen
cg.issn0032-079Xen
cg.journalPlant and Soilen
cg.reviewStatusPeer Reviewen
dc.contributor.authorPlatten, J. Damienen
dc.contributor.authorHenry, Ameliaen
dc.contributor.authorChebotarov, Dmytroen
dc.contributor.authorSchepler-Luu, Vanen
dc.contributor.authorCobb, Joshua N.en
dc.date.accessioned2025-05-07T08:48:45Zen
dc.date.available2025-05-07T08:48:45Zen
dc.identifier.urihttps://hdl.handle.net/10568/174454
dc.titleThe rice Trait Development Pipeline: A systematic framework guiding upstream research for impact in breeding, with examples from root biologyen
dcterms.abstract"Background In crop breeding, ‘trait development’ is the improvement of specific characteristics, typically using landraces as a source for introduction into elite lines. Trait development exists upstream of ‘breeding,’ which generates new varieties to be grown by farmers. While both are active areas of research, trait development is often overlooked, despite being a critical step in linking upstream research with breeding. The field of root biology provides many excellent examples of upstream research that requires further trait development to generate new varieties. Scope Here, we describe the IRRI rice Trait Development Pipeline which provides a framework of clear protocols to discover, test and validate research outputs and maximize their potential for impact in mainstream breeding. We recommend specific steps in the context of further trait development for several rice root biology studies based on the guidelines established in the IRRI rice Trait Development Pipeline. Common trait development recommendations for areas such as root biology include ensuring the relevance of studied traits to field performance, rigorous testing to ensure reliability of genes and marker systems in elite backgrounds, and the packaging of those genes into elite material that can be easily used in breeding. Conclusion: In implementing the Trait Development Pipeline, it is expected that recurrent selection-based breeding strategies will benefit more from linkages with upstream research areas, such as root biology, by implementing marker-assisted selection to increase the frequency of large-effect rare alleles that currently exist outside the elite gene pool without hindering the genetic improvement that comes from quantitative breeding methods."en
dcterms.accessRightsOpen Access
dcterms.audienceCGIARen
dcterms.audienceDevelopment Practitionersen
dcterms.audienceFarmersen
dcterms.audiencePolicy Makersen
dcterms.audienceScientistsen
dcterms.bibliographicCitationPlatten, J. Damien, Amelia Henry, Dmytro Chebotarov, Van Schepler-Luu, and Joshua N. Cobb. "The rice Trait Development Pipeline: a systematic framework guiding upstream research for impact in breeding, with examples from root biology." Plant and Soil (2025): 1-18.en
dcterms.extent18 p.en
dcterms.issued2025-03-29en
dcterms.languageen
dcterms.licenseCC-BY-4.0
dcterms.publisherSpringer Science and Business Media LLCen
dcterms.subjectbreedingen
dcterms.subjectbreeding methodsen
dcterms.subjectcropsen
dcterms.subjectriceen
dcterms.subjectlandracesen
dcterms.subjectroot systemsen
dcterms.subjectgenetic improvementen
dcterms.subjectmarker-assisted selectionen
dcterms.subjectrecurrent selectionen
dcterms.subjectmolecular markersen
dcterms.subjectquantitative trait locien
dcterms.subjectgenetic resourcesen
dcterms.subjectgene poolsen
dcterms.subjectphenotypingen
dcterms.typeJournal Article

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