000897428 001__ 897428 000897428 005__ 20240507205536.0 000897428 0247_ $$2doi$$a10.3389/fpls.2021.641835 000897428 0247_ $$2Handle$$a2128/28774 000897428 0247_ $$2altmetric$$aaltmetric:102961962 000897428 0247_ $$2pmid$$apmid:33777076 000897428 0247_ $$2WOS$$aWOS:000633028200001 000897428 037__ $$aFZJ-2021-03782 000897428 041__ $$aEnglish 000897428 082__ $$a570 000897428 1001_ $$0P:(DE-HGF)0$$aGonzalez, Daniel$$b0 000897428 245__ $$aCost-Benefit Analysis of the Upland-Rice Root Architecture in Relation to Phosphate: 3D Simulations Highlight the Importance of S-Type Lateral Roots for Reducing the Pay-Off Time 000897428 260__ $$aLausanne$$bFrontiers Media$$c2021 000897428 3367_ $$2DRIVER$$aarticle 000897428 3367_ $$2DataCite$$aOutput Types/Journal article 000897428 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1715083759_1367 000897428 3367_ $$2BibTeX$$aARTICLE 000897428 3367_ $$2ORCID$$aJOURNAL_ARTICLE 000897428 3367_ $$00$$2EndNote$$aJournal Article 000897428 520__ $$aThe rice root system develops a large number of nodal roots from which two types of lateral roots branch out, large L-types and fine S-types, the latter being unique to the species. All roots including S-types are covered by root hairs. To what extent these fine structures contribute to phosphate (P) uptake under P deficiency was investigated using a novel 3-D root growth model that treats root hairs as individual structures with their own Michaelis-Menten uptake kinetics. Model simulations indicated that nodal roots contribute most to P uptake followed by L-type lateral roots and S-type laterals and root hairs. This is due to the much larger root surface area of thicker nodal roots. This thickness, however, also meant that the investment in terms of P needed for producing nodal roots was very large. Simulations relating P costs and time needed to recover that cost through P uptake suggest that producing nodal roots represents a considerable burden to a P-starved plant, with more than 20 times longer pay-off time compared to S-type laterals and root hairs. We estimated that the P cost of these fine root structures is low enough to be recovered within a day of their formation. These results expose a dilemma in terms of optimizing root system architecture to overcome P deficiency: P uptake could be maximized by developing more nodal root tissue, but when P is growth-limiting, adding more nodal root tissue represents an inefficient use of the limiting factor P. In order to improve adaption to P deficiency in rice breeding two complementary strategies seem to exist: (1) decreasing the cost or pay-off time of nodal roots and (2) increase the biomass allocation to S-type roots and root hairs. To what extent genotypic variation exists within the rice gene pool for either strategy should be investigated. 000897428 536__ $$0G:(DE-HGF)POF4-2171$$a2171 - Biological and environmental resources for sustainable use (POF4-217)$$cPOF4-217$$fPOF IV$$x0 000897428 588__ $$aDataset connected to CrossRef, Journals: juser.fz-juelich.de 000897428 7001_ $$0P:(DE-Juel1)144879$$aPostma, Johannes Auke$$b1$$ufzj 000897428 7001_ $$0P:(DE-HGF)0$$aWissuwa, Matthias$$b2$$eCorresponding author 000897428 773__ $$0PERI:(DE-600)2711035-7$$a10.3389/fpls.2021.641835$$gVol. 12, p. 641835$$p641835$$tFrontiers in Functional Plant Ecology$$v12$$x1664-462X$$y2021 000897428 8564_ $$uhttps://juser.fz-juelich.de/record/897428/files/OpenAccess%20PDF%20version.pdf$$yOpenAccess 000897428 909CO $$ooai:juser.fz-juelich.de:897428$$pVDB$$popen_access$$popenaire$$pdnbdelivery$$pdriver 000897428 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)144879$$aForschungszentrum Jülich$$b1$$kFZJ 000897428 9131_ $$0G:(DE-HGF)POF4-217$$1G:(DE-HGF)POF4-210$$2G:(DE-HGF)POF4-200$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$9G:(DE-HGF)POF4-2171$$aDE-HGF$$bForschungsbereich Erde und Umwelt$$lErde im Wandel – Unsere Zukunft nachhaltig gestalten$$vFür eine nachhaltige Bio-Ökonomie – von Ressourcen zu Produkten$$x0 000897428 9141_ $$y2021 000897428 915__ $$0StatID:(DE-HGF)0510$$2StatID$$aOpenAccess 000897428 915__ $$0LIC:(DE-HGF)CCBY4$$2HGFVOC$$aCreative Commons Attribution CC BY 4.0 000897428 915__ $$0StatID:(DE-HGF)0040$$2StatID$$aPeer Review unknown 000897428 915__ $$0StatID:(DE-HGF)0300$$2StatID$$aDBCoverage$$bMedline 000897428 915__ $$0StatID:(DE-HGF)0310$$2StatID$$aDBCoverage$$bNCBI Molecular Biology Database 000897428 9201_ $$0I:(DE-Juel1)IBG-2-20101118$$kIBG-2$$lPflanzenwissenschaften$$x0 000897428 980__ $$ajournal 000897428 980__ $$aVDB 000897428 980__ $$aI:(DE-Juel1)IBG-2-20101118 000897428 980__ $$aUNRESTRICTED 000897428 9801_ $$aFullTexts