Enhancing phosphorus and zinc acquisition efficiency in rice: a critical review of root traits and their potential utility in rice breeding.

BACKGROUND: Rice is the world's most important cereal crop and phosphorus (P) and zinc (Zn) deficiency are major constraints to its production. Where fertilizer is applied to overcome these nutritional constraints it comes at substantial cost to farmers and the efficiency of fertilizer use is low. Breeding crops that are efficient at acquiring P and Zn from native soil reserves or fertilizer sources has been advocated as a cost-effective solution, but would benefit from knowledge of genes and mechanisms that confer enhanced uptake of these nutrients by roots. SCOPE: This review discusses root traits that have been linked to P and Zn uptake in rice, including traits that increase mobilization of P/Zn from soils, increase the volume of soil explored by roots or root surface area to recapture solubilized nutrients, enhance the rate of P/Zn uptake across the root membrane, and whole-plant traits that affect root growth and nutrient capture. In particular, this review focuses on the potential for these traits to be exploited through breeding programmes to produce nutrient-efficient crop cultivars.
CONCLUSIONS: Few root traits have so far been used successfully in plant breeding for enhanced P and Zn uptake in rice or any other crop. Insufficient genotypic variation for traits or the failure to enhance nutrient uptake under realistic field conditions are likely reasons for the limited success. More emphasis is needed on field studies in mapping populations or association panels to identify those traits and underlying genes that are able to enhance nutrient acquisition beyond the level already present in most cultivars.

INTRODUCTION

Phosphorus (P) deficiency and zinc (Zn) deficiency are two of the most impn>ortant nutritionn>an class="Chemical">al constraints to rice growth across the globe (Ismail ). The desire to improve the Zn and P acquisition efficiency of rice roots arises because P and Zn fertilizers are not always adequate to overcome the crop production constraints. Fertilizers are a costly input, such that their use limits the profitability of rice farming for high-input or low-input systems, and the use of fertilizers for these two rice nutrients is notoriously inefficient. Both fertilizer-P and fertilizer-Zn can rapidly form insoluble complexes in the soil, rendering them unavailable for plant uptake unless genotypes with an improved capability to access these soil-bound nutrients are developed (Fageria ; Johnson-Beebout ). While the size of remaining global reserves of rock P is often contested and possibly not as dire as earlier reports suggested (e.g. Steen, 1998), P still remains a finite resource and most of the rock P reserves are controlled by relatively few countries (Cordell ). Further, the inefficient use of P fertilizer leads to pollution because erosion of soils high in P strongly contributes to eutrophication of waterways (Sharpley ). Breeding crop cultivars with enhanced capacity to acquire Zn and P from native and fertilizer sources has therefore been advocated as a cost-effective means by which to improve the efficiency of nutrient use in rice production (Ismail ).

Rice-growing envn>an class="Chemical">ironments can be categorized into two very broad categories: ‘upland’ and ‘lowland’. For the purposes of this review, ‘lowland’ rice production is characterized by soil submergence during crop establishment and/or the vegetative and early reproductive growth stages. ‘Upland’ rice production is characterized by soil that may be saturated, but is not intentionally submerged during any part of the growing season. Phosphorus deficiency is more common in upland environments, because P predominantly reacts with iron (Fe) and aluminum (Al) in acid soils, and calcium (Ca) in neutral to alkaline soils to form poorly soluble complexes (Holford, 1997), but is released from some of these compounds after flooding as the redox potential and pH change. After long-term flooding or seasonal drainage of a rice paddy, some of this plant-available P becomes unavailable again as it binds to or precipitates with newly forming Fe oxide compounds (Kirk, 2004). In contrast, Zn deficiency is more common in lowland environments because the low redox potential causes Zn to precipitate as zinc sulphide, zinc carbonate or zinc oxy-hydroxides, whereas in aerobic soils Zn2+ is readily available to plants often on cation exchange sites. One exception is that calcareous soils tend to be Zn-deficient in aerobic conditions as well as long-term anaerobic conditions, with Zn most readily available after short-term flooding at an intermediate redox potential. Interested readers are referred to earlier reviews of the details of Zn and P chemistry in soils (Kirk, 2004; Impa and Johnson-Beebout, 2012).

While plant requirements for P and n>an class="Chemical">Zn vary by orders of magnitude and their roles within plants are contrasting, root traits that enhance their acquisition are similar. Because both nutrients have poor mobility in soils, many traits that enhance the capture of P will also improve Zn acquisition, although one trait may be more effective in upland environments (and upland genotypes) for the purpose of P acquisition, while being more effective in lowland environments for Zn acquisition. These root traits are the subject of this review, and discussion focuses on the prospects of these traits to be exploited in plant breeding using a marker-assisted selection (MAS) approach.

Although it is often empn>hasized that enhancing nutrient-use efficiency is criticn>an class="Chemical">al across the globe both to sustain yields in low-input agriculture and to reduce fertilizer inputs in high-input agriculture, it is not clear if traits that enhance efficiency in low-input systems also confer efficiency in high-input systems. Most of our understanding of root traits that enhance the acquisition of P and/or Zn arises from studies that have examined plants suffering a relatively high level of stress, rather than testing differences in plant uptake efficiency under nutrient-sufficient conditions. There is little or no evidence to suggest that genes or traits that confer greater acquisition of P/Zn (and therefore greater crop growth) in P or Zn-deficient soils (i.e. 1–3 t ha−1 rice crops in Asia or India) will also help high-input farmers maintain 8-t yields with reduced fertilizer inputs. While there are several examples of the introduction in breeding programmes of root traits that enhance nutrient uptake from nutrient-impoverished soils (see Wissuwa ), we are not aware of any examples of breeding for root traits to enhance nutrient uptake and thereby reduce fertilizer requirements of high-yielding crops. Thus, this review focuses on the potential of a range of plant traits to be exploited in breeding programmes for low-input systems, and their applicability to enhancing fertilizer-use efficiency remains to be tested.

ROOT TRAITS TO INCREASE THE POOL OF MOBILE P AND Zn

Given that a large proportion of P and n>an class="Chemical">Zn in many upland- and lowland-rice soils exist as insoluble complexes, root traits that confer the capacity to mobilize a proportion of P and/or Zn are highly desirable. Traits that can potentially enhance the mobilization of P and Zn from soils have received significant attention across a range of crop species [see reviews by Hinsinger (2001), Lambers and Richardson for P, and Broadley for Zn]. The major traits that have been pursued for both Zn and P solubilization include root efflux of low-molecular-weight organic acids (LMWOAs) and efflux of H+ ions, as well as efflux of other chelating agents (e.g. siderophores for Zn) or phosphatases capable of mobilizing organic P in soils (Fig. 1).

Fig. 1.

Possible root induced mechanisms for P and Zn uptake from rhizosphere in rice. Abbreviations: LMWOA, low-molecular-weight organic acid; DMA, deoxy mugineic acid; OM, organic matter; α-FeOOH and γ-FeOOH, iron oxyfied lepidocrocite and goethite on roots (root plaques); P, phosphate. Dashed lines with arrow indicate P/Zn uptake by roots.

Efflux of ligands from roots

Among the most widely studied ligands exuded from plant roots are the LMWOAs, which compete with inorganic P (Pi) for the same sorption sites (ligand exchange) or solubilize Pi via ligand-promoted mineral dissolution in acid soils dominated by Al and Fe (Schefe ). Protons released to balance the negative charge of LMWOAs may further promote Pi release from soil minerals (see following section).

LMWOAs have been implicated in both P and n>an class="Chemical">Zn acquisition in upland and lowland rice. Modelling studies suggest that root efflux of citrate plays a key role in mobilization of P in aerobic rice soils (Kirk, 1999; Kirk et al., 1999a, b). The model used by Kirk (1999) is based on observations that rice plants were able to obtain P from the alkali-soluble inorganic soil P (NaOH Pi) fraction (Hedley ), and this mobilization of P could not be explained by either rhizosphere pH changes or by the release of phosphatases from roots. In addition, physiological studies showed that P-deficient rice plants increased the efflux of citrate compared with P-replete plants (Kirk ). However, while the modelling studies show good agreement between predicted P uptake and measured P uptake in soil-grown plants (Kirk ), it is worth noting that no direct cause and effect relationship between LMWOA efflux and P uptake has been shown for upland rice. In this regard rice is similar to other upland crops, where evidence for the benefits of LMWOA efflux is often circumstantial. For example, wheat can readily deplete the NaOH Pi fraction (Vu ; Rose ) but it is possible that the NaOH Pi pool is simply in rapid equilibrium with the labile bicarbonate Pi fraction such that no active P solubilization is necessary.

Genotypic variation for root-efflux of LMWOAs under P deficiency has n>an class="Chemical">also been demonstrated in rice (Kirk ; Hoffland ); however, we are unaware of any studies that have directly linked this efflux to genotypic P efficiency in the field, and published studies have been inconclusive. Hoffland found higher citrate exudation in genotypes that grew relatively well with rock phosphate as a P source, yet Kirk , ) reported lowest citrate exudation in the P-efficient Brazilian upland rice variety ‘IAC47’ and the data of Kirk , ) also suggested that citrate exudation did not necessarily increase under P deficiency. To this end, the results from studies on rice mirror those in other cereals: a recent review by Richardson concluded that despite the hopes held for LMWOAs in improving P nutrition of crops, little evidence exists in species that do not form cluster roots. Further, recent studies have questioned whether the low concentrations of LMWOAs effluxed from cereal roots can effectively compete with P for the same sorption sites, particularly in the presence of numerous unsaturated anionic binding domains found in Al- and Fe-(oxy)hydroxide-dominated acid soils (Schefe ; Oburger ). This LMWOA competition for P sorption sites is more effective at releasing P when there is a relatively high amount of P present (Johnson and Loeppert, 2006), implying that this root trait may be more likely to increase P fertilizer-use efficiency than P uptake from extremely deficient soils.

Studies on LMWOA efflux from rice roots in respn>onse to n>an class="Disease">Zn deficiency are equally inconclusive. While higher root-efflux rates of citrate (Hajiboland ; Hoffland ) and malate (Hajiboland ; Gao ; Rose ) have been observed in Zn-efficient upland and lowland-rice genotypes suffering from Zn deficiency, two issues need to be resolved before one could conclude that this efflux directly enhances Zn uptake. First, the efflux of LMWOAs often coincides with radical oxygen stress-induced root leakage and may therefore be a consequence of root membrane damage rather than an active stress response (Chen ; Rose , 2012). The second unresolved question relates to the amount of LMWOAs needed in the rhizosphere to release significant amounts of Zn. There is very little information available regarding how the observed root exudate efflux rates in nutrient solution correspond to their concentration in rhizosphere soil. From the few available direct measurements of rhizosphere LMWOA concentrations, we know that malate may be found in concentrations in the order of magnitude 0·1–1 mm, with a wider range measurable in a citrate experiment indicating 0·01–1 mm (Kirk ; Gao ). This information suggests a very wide range of rhizosphere root exudate concentrations among different types of exudates. While two soil incubation experiments have shown that the concentrations of citrate and malate released from the roots of Zn-deficient rice plants were insufficient to mobilize significant amounts of Zn from two Zn-deficient soils (Gao ; Rose ), the effectiveness of a specific exudate is likely to vary in different soil types (Impa and Johnson-Beebout, 2012), so further research is needed to determine which root exudates are potentially the most useful trait.

Taken as a whole, it can be concluded that rice plants tend to increase exudation of LMWOAs, particularly n>an class="Chemical">citrate and malate, under P- or Zn-deficiency stress. What is unclear, however, is whether the increased efflux of citrate or malate provides direct benefits in terms of increased P or Zn acquisition from soils. It is also unclear whether the enhanced LMWOA efflux is a strategy employed specifically by P- or Zn-efficient genotypes and could therefore be exploited to breed more efficient crop cultivars, or whether it is simply a general stress response that does not necessarily confer tolerance to P- or Zn-deficiency stress.

One ligand that does show promise as a breeding target for improving Zn acquisition by n>an class="Species">rice is the phytosiderophore deoxymugineic acid (DMA) which is released by graminaceous plants, particularly in response to Fe deficiency. Overexpressing the DMA efflux transporter OsTOM1 has been shown to enhance tolerance to Fe deficiency under controlled conditions (Nozoye ). Other studies showed that these effects would also extend to Zn uptake (Ishimaru ) and some indirect lines of evidence suggest that higher tolerance to Zn deficiency of some genotypes was due to enhanced DMA exudation and subsequent uptake of the Zn–DMA complex (Arnold ; Widodo ; Ptashnyk ). It is important to note that efflux of DMA from rice roots appears to decline as Zn-deficiency stress increases (Suzuki ); however, we have recently discovered that Zn-efficient genotypes tend to maintain DMA efflux at higher rates for a longer period after Zn-deficiency-stress conditions are imposed (M. T. Rose, unpubl. data). In this way it is possible that higher DMA efflux rates are actually a consequence of superior internal Zn efficiency or ability to avoid a ‘panic’ response under Zn deficiency (see ‘General response to stress – stress response versus tolerant response’ below). Although no direct measurements of DMA concentration in rhizosphere soil have yet been published, it has been modelled from the efflux rate and root architecture, ranging from 0·001 to 0·01 mm, which is several orders of magnitude lower than the measured LMWOA concentrations mentioned above (Ptashnyk ). As with the LMWOAs, it is unclear how effective this low concentration might be at mobilizing Zn from soil, and its effectiveness is likely to differ with changing soil chemistry.

It is interesting to note that enhanced phytosiderophore release from roots has not been exploited in upland crops, and there are conflicting reports regarding their role in genotypic n>an class="Chemical">Zn acquisition efficiency in aerobic soils (reviewed by Hacisalihoglu and Kochian, 2003). Indeed, these authors concluded that differences in internal use of Zn were the most likely causes of genotypic differences in Zn efficiency rather than differences in Zn acquisition from soils (Hacisalihoglu and Kochian, 2003). Given that Zn acquisition appears to drive Zn efficiency in lowland rice (Wissuwa ), it is important to find out if exudation of LMWOAs or DMA is actually triggered as a low-Zn stress response.

Rhizosphere acidification

Acidification of the rhizosphere has been shown to be effective in mobilizing n>an class="Chemical">P in a wide range of flooded soils (Kirk and Saleque, 1995). Two main processes are involved in rhizosphere acidification: (1) the radial oxygen loss (ROL) from roots oxidizes Fe2+ to release two protons [4Fe2+ + O2 +10H2O → 4Fe(OH)3 + 8H+]; and (2) the imbalance of cation/anion uptake due mainly to the presence of N as NH4+ in reduced soil (Begg ), which results in greater release of H+ ions into the rhizosphere. The possibility also exists that H+ efflux is an active mechanism in its own right, and efflux of anions or ligands (LMWOAs) may act to balance the increased H+ efflux. Regardless, any of these mechanisms would release P or Zn in neutral to alkaline lowland soils; however, to what extent they could be exploited in breeding is unclear. We are not aware of any evidence suggesting certain rice genotypes would increase cation/anion imbalances above the level normally observed in flooded soils, particularly since nitrogen (N) dynamics are primarily controlled by soil factors.

Compared with direct proton efflux from roots, the P-mobilizing efn>an class="Chemical">fect of rhizosphere acidification by ROL in flooded soils is more complex. ROL from roots and the subsequent oxidation of Fe2+ to Fe-(hydr)oxides leads to two competing processes: (1) the mobilization of P from acid soluble P pools (presumably Ca-P minerals) as H+ is released from the oxidation of Fe2+; and (2) the immobilization of P as it is absorbed on Fe-(hydr)oxides that form at the root surface. The modelling study of Kirk and Saleque (1995) presumed that there were net benefits in terms of P mobilization, and the agreement between model predictions and measured P uptake seemingly confirmed this assumption. Further, aerenchyma formation (i.e. root porosity) in rice plants increases under P deficiency (Kirk and Le Van Du, 1997) and, given that root porosity is directly proportional to ROL from roots (Mei ), it is possible that increased ROL is a plant adaptation to P stress. However, the formation of aerenchyma is also a strategy used by plants to increase root exploration of the soil at a lower carbon cost (Lynch, 2007), and the increased root porosity under P deficiency stress reported by Kirk and Le Van Du (1997) coincided with an increase in the proportion of fine roots. It is therefore possible that increased ROL is a consequence of plants producing a low-carbon-cost root system under P deficiency, rather than a direct strategy to acidify the rhizosphere and solubilize P. This may be consistent with the fact that genotypic differences in ROL from roots have been reported (Mei ) but it is not known whether genotypes that had higher ROL from roots showed greater acquisition of P.

There is further uncertainty about the role of the n>an class="Chemical">Fe plaque formed by the ROL from roots in the acquisition of nutrients. For example, some studies suggest that the Fe plaque acts as a reservoir for P and Zn (Zhang , 1999), while other studies suggest it may act as a barrier to nutrient uptake (discussed in Liang ) or suggest that the Fe plaque has little relevance to nutrient acquisition because it is not present on the fine young roots involved in nutrient uptake (Seyfferth ). That Fe plaque was not observed on the fine young roots involved in nutrient uptake is interesting in itself, given that these fine roots have higher rates of ROL than primary roots which typically form non-permeable barrier to ROL (Kirk, 2003). Until we gain a deeper understanding of the role of ROL and the Fe plaque in nutrient uptake, and whether genotypic differences in either ROL or Fe plaque formation confer enhanced P or Zn acquisition under field conditions, there is little scope for selecting variants of these traits to improve nutrient acquisition in rice.

Efflux of phosphatases

Between 30 and 70 % of P in soils can be in organic (n>an class="Chemical">Po) forms (Harrison, 1987) including inositol phosphates, phospholipids, sugar phosphates and nucleic acids. The desire to breed or engineer plants that possess an enhanced capacity to access these typically recalcitrant forms of P in soils has driven research into root-secreted phosphatase enzymes, but with limited breeding advances to date. Attempts to increase the efflux of various phosphatases through transgenic approaches have typically been unsuccessful, despite large increases in the amount of P-solubilizing enzyme secreted by roots (reviewed by Richardson ). Indeed, there is still debate as to whether phosphatase activity in the rhizosphere or the physical availability of phytate in soils limits the bioavailability of soil Po to plant roots.

In rice plants numerous phospn>hatase genes are upn>-regulated in roots under n>an class="Disease">P deficiency (Pariasca-Tanaka ; Li ); however, there is no evidence that the expression of these genes is higher in P-efficient genotypes (Pariasca-Tanaka ). Further, phosphatases play a number of roles in planta and we are unaware of any evidence that the reported up-regulation of phosphatase genes in rice roots (Pariasca-Tanaka ; Li ) leads to higher efflux from roots into the soil. Until there is a greater understanding of root-secreted phosphatase–Po interactions in the soil the chances of exploiting root-phosphatase activity for greater nutrient acquisition appear slim.

Enrichment of P/Zn-mobilizing microorganisms

Microbial activity in the n>an class="Species">rice rhizosphere may either reduce the pool of mobile P in soil via the consumption of plant-derived carbon and plant/soil-derived soluble-P (immobilization), or augment the soluble-P pool through production of microbial ligands or phosphatases (Kirk ; Richardson and Simpson, 2011). Unfortunately, as far as we are aware, direct evidence for dominance of either mechanism is currently lacking. Moreover, it is highly likely that relevant microbial processes will be as spatially and temporally variable as is microbial community structure on the micro-scale (Ikenaga ), and microbial processes will differ between soil types and plant genotypes on the macro-scale (Berg and Smalla, 2009). Systematic assessment may therefore be difficult. Nevertheless, indirect evidence for the role of microbes in rice nutrition is rapidly accumulating via the use of molecular biology techniques to describe and interpret rhizosphere microbial community dynamics (Sørensen ), together with culture-dependent studies of plant-growth promoting microorganisms (Vessey, 2003).

The plasticity of microbial communities in response to rice plant nutritional status and even rice genotype is well documented (Hardoim ). However, most of the work to date has focused on microbial communities involved in carbon and N cycling, rather than P or Zn. However, studies on N have confirmed that selective breeding for specific functional microbial communities is possible (Tan ; Knauth ), and Hardoim recently showed that ‘traditional’ and ‘improved’ rice cultivars form distinct bacterial associations, supporting the view that plant breeding strategies targeting high-yield crops exert an effect on the root-associated bacterial communities.

It remains unknown as to the main mechanism/s by which rice genotypes select for spn>ecific communities over others; however, variations in root exudates, proton and n>an class="Chemical">oxygen efflux are hypothesized to play key roles (Ikenaga ; Bais ; Hartmann ). Briones compared the diversity and activities of ammonium-oxidizing bacteria in the rice root environment and found marked inter-varietal differences, which could be partly explained by differences of the oxygen concentrations around roots. With respect to P, de Oliveira recently found that the genetic and metabolic structure of the rhizosphere bacterial community of maize was strongly influenced by the level of P in the soil, and also to a smaller extent by the maize genotype. Interestingly, the bacterial communities from the rhizosphere of P-efficient maize genotypes under P stress could be discriminated from communities from non-efficient genotypes when grouped by their carbon nutrition profiles. In comparison, under high-P conditions, microbial communities were more variable and no trends could be discerned with respect to plant genotypic P-efficiency. In a related study, de Oliveira specifically investigated mycorrhizal communities in the roots of the same maize genotypes under low-P and high-P conditions. Similar results were obtained to the aforementioned study, with the P-efficient genotypes found to host an exclusive, consistent subset of mycorrhizal DNA, but only under P deficiency. In light of the fact that mycorrhiza are known to be actively involved in P acquisition in cereals, the results of de Oliveira lends support to the hypothesis for plant genotype-driven selection of functional microbial communities. In work comparing Zn-efficient and -inefficient wheat genotypes, Rengel (1997) found that Zn deficiency increased the numbers of fluorescent pseudomonads in the rhizosphere of all wheat genotypes tested, but the effect was particularly obvious for genotypes tolerant of Zn deficiency. These reports imply a significant relationship between nutrient-efficient genotypes, root exudation and microbial community selection, but raise a question as to whether the observed microbial communities actively contribute to plant nutrient acquisition, or are only passively arising in response to other, direct tolerance mechanisms affected by those efficient genotypes. The lack of studies in rice that contrast different genotypes is one area of research that needs attention.

An alternative to breeding cultivars with an inherent ability to foster indigenous, favourable microbial communities would be to select plant genotypes for compatibility with known plant growth-promoting microorganisms. Microorganisms such as plant-growth-promoting rhizobacteria enhance the availability of P through solubilization of soil-bound P, mainly through the release of organic acids such as gluconic acid, or by chelating cationic partners of P, thereby releasing P into soil solution (Goldstein ). It is well established that many rhizosphere microorganisms can stimulate plant P acquisition (reviewed by Richardson ) and Zn acquisition (e.g. Tariq ) under laboratory and glasshouse conditions, but their contribution to plant nutrition in the field is somewhat inconsistent (Lucy ). For example, inoculation of rice with a mixed-strain inoculant containing four different plant-growth-promoting microorganisms, one of which can solubilize P through acidification and phytase production (Amprayn ), did not improve P-use efficiency under field conditions (Cong ) but did improve overall growth and N-use efficiency (Cong ).

In summary, there is little concrete evidence to suggest that exploiting rhizosphere microbes will confer greater root acquisition of n>an class="Chemical">P and Zn, but this may simply reflect our poor understanding of what is an extremely complex area rather than lack of scope for exploitation. Given the large increases in rice root efflux of sugars, amino acids, LMWOAs and other compounds under both P and Zn deficiency (Suzuki ; Rose ), we speculate that greater understanding of rhizosphere microbial dynamics may lead to opportunities for enhancing the root acquisition of Zn and P over the coming decades.

ROOT TRAITS TO INCREASE SOIL EXPLORATION

Because both P and Zn are immobile in soil, the majority of uptake of these nutrients will be driven by diffusion rather than mass flow and, therefore, root exploration into new volumes of soil will be critical (Barber, 1984). Further, the distribution of P and Zn are not uniform across a soil profile and their concentrations tend to be highest in the upper soil horizons, and may be patchy (Ma ). Thus, an ideal deficiency-tolerance mechanism would include thorough exploration of those regions of the profile where P or Zn is most abundant.

Root architecture

In upland fields, root systems that maximize the spatial exploration of n>an class="Chemical">P-rich soil zones with minimal overlap of root depletion zones is likely to enhance P and Zn acquisition. Increased lateral and adventitious rooting and shallower growth of seminal roots (or basal roots in the case of dicots) appear to confer enhanced genotypic P acquisition in other cereal crops (Lynch, 2007). Rice, however, is relatively susceptible to water deficit, and there is likely to be a trade-off between topsoil foraging root traits and traits that enable greater water acquisition from deeper in the soil profile (Ho ). It is therefore unclear whether topsoil foraging traits beneficial in other crop species provide overall benefits for rain-fed lowland- and upland-rice crops. Given that rain-fed rice systems are generally drought prone, it will be important to develop rice that combines both efficient water uptake and nutrient foraging.

Good progress has recently been made with the development of drought-tolerant rice-breeding materin>an class="Chemical">als (Dixit ) and the identification of a quantitative trait locus (QTL) for steep root angles, eep ot (Dro1) (Uga ), is expected to lead to further advances in drought tolerance. Given the importance of drought, it is therefore unrealistic to contemplate breeding for purely shallow roots. The only way would be to establish that shallow and deep roots are under independent genetic control, which would allow for the development of cultivars with a sufficiently large proportion of deep roots while concentrating the remaining roots in shallower, nutrient-rich regions. That this may indeed be possible is suggested by the observation that the main QTL for shallow rooting, qSOR1 (Soil Surface Rooting 1; Uga ) was mapped to chromosome 7 while Dro1 is located on chromosome 9 (Uga ). The attempt to develop rice cultivars with such bi-modal rooting patterns is now in an initial stage, relying on the introgression of the Dro1 and qSOR1 loci into a common recipient variety such as ‘IR64’. It remains to be seen whether qSOR1 can indeed enhance P uptake as expected.

Optimum branching patterns and deployment of roots for P and n>an class="Chemical">Zn acquisition are likely to differ for rice grown in flooded versus upland/rain-fed fields. In particular, the importance of basal roots and topsoil exploration in flooded soils has not been resolved. Topsoils of flooded rice paddies may not be richer in P as in aerobic soils since paddy fields do not have a structured soil profile due to repeated puddling. In addition, the upper few centimetres of a flooded soil tend be oxic compared with the reduced soils deeper down (Kirk, 2004) and, as such, the presence of an oxidized layer may lead to decreased P availability or an increased Zn availability compared with the lower parts of the soil profile.

Potentin>an class="Chemical">ally in flooded rice soils, the configuration of root systems may be most efficient when they maximize the re-capture of solubilized P or Zn, rather than root systems that maximize exploration of the soil volume or explore the topsoil layers. Studies with Zn-efficient rice lines revealed that forming hills with a greater number of plants led to increased Zn nutrition of crops (Hoffland ). While this may be the result of increased localized concentrations of root exudates to solubilize Zn, is it also possible that the intertwined roots actually enabled greater capture of Zn because, while the Zn-chelate complex may diffuse away from the root that released the chelating agent, the presence of neighbouring roots ensures a high chance of re-capture. The latter hypothesis has been supported by a recent modelling study which found that root length density was the parameter with the greatest influence on Zn uptake when Zn was solubilized and chelated by the phytosiderophore DMA (Ptashnyk ). Essentially, because diffusion rates are higher in flooded soil, overlapping root diffusion zones are highly beneficial because roots can acquire Zn complexed with chelates released from neighbouring roots (Ptashnyk ).

As with root traits that aid solubilization of P/Zn in the rhizosphere, there have been limited physiological and genetic studies on rice root architecture, and modelling has been heavily relied upon. Kirk (2003) investigated the trade-off involved in root requirements for internal aeration and optimal characteristics for nutrient uptake, and the model developed predicted that the current structure of rice roots, whereby a coarse aerenchymous primary root contained numerous fine, short lateral roots, would be the optimum combination to satisfy the needs for nutrient uptake and root aeration. Modelling studies on Zn acquisition by lowland rice suggested that the half distance between root axes was a critical parameter in determining Zn uptake (Adhikari and Rattan, 2000); however, evidence from field studies to support this theory is currently lacking.

Fine structure to increase root surface area at low cost

In the absence of soil heterogeneity, P and possibly n>an class="Chemical">Zn uptake is typically thought to be proportional to the root surface area developed by a cultivar. Since the development of root biomass represents a cost to the plant, both in terms of carbon and P, any adaptation that reduces the carbon or P costs to the plant would be beneficial. A number of root traits that increase the surface area for P absorption at a low metabolic cost have been identified in crop plants, including the formation of finer roots, development of aerenchyma and the formation of root hairs (Lynch, 2007). The formation of root hairs and the ability to produce longer and finer roots has also been linked to enhanced Zn uptake in other dryland cereal crops such as wheat and barley (Dong ; Genc ).

Rice plants also respond to P deficiency by increasing the length and density of root hairs (Fig. 2). The response appears to be mediated by both the internal-shoot P concentration and the soil-solution P concentration at the root surface (Fig. 2). However, the data were obtained from experiments with ‘Nipponbare’, a cultivar with poor tolerance to P deficiency, which suggest that the root hair response is a common response of rice to P deficiency and it remains to be seen whether scope exists to increase root-hair length and density beyond the level already present in standard varieties like ‘Nipponbare’.

Fig. 2.

The impact of P supply to roots on (A) root hair density and (B) length of the P-inefficient rice cultivar ‘Nipponbare’ in a split-root study. Rice seedlings were raised on a floating mesh for 7 d before being transplanted into 90 mm × 90 mm × 200-mm-deep pots which contained P-deficient andosol soil (described in Wissuwa and Ae, 2001). Compartments were either watered with full-strength Yoshida nutrient solution (+P) or Yoshida solution without P (–P) and plants were harvested after 37 d. The split-root treatment creates plants that have adequate shoot-tissue P concentrations but whose roots are exposed to P-replete conditions in one root compartment but P-deficient conditions in the other. Root growth/physiology in each compartment therefore reflects plant response to the external root environment only. Root hairs were measured microscopically using an Olympus BX50 equipped with a DP20 digital camera (Olympus Imaging, Tokyo, Japan). Root-hair length was measured on digital micrographs of 1st order lateral roots, using segments of root 0–30 mm from the root tip. Photographs were taken at 0·2, 0·7, 1·2, 1·7 and 2·2 mm from the tip of six root segments and the five longest hairs per slide were measured and averaged.

The impact of P supn>ply to roots on (A) root hair density and (B) length of the n>an class="Chemical">P-inefficient rice cultivar ‘Nipponbare’ in a split-root study. Rice seedlings were raised on a floating mesh for 7 d before being transplanted into 90 mm × 90 mm × 200-mm-deep pots which contained P-deficient andosol soil (described in Wissuwa and Ae, 2001). Compartments were either watered with full-strength Yoshida nutrient solution (+P) or Yoshida solution without P (–P) and plants were harvested after 37 d. The split-root treatment creates plants that have adequate shoot-tissue P concentrations but whose roots are exposed to P-replete conditions in one root compartment but P-deficient conditions in the other. Root growth/physiology in each compartment therefore reflects plant response to the external root environment only. Root hairs were measured microscopically using an Olympus BX50 equipped with a DP20 digital camera (Olympus Imaging, Tokyo, Japan). Root-hair length was measured on digital micrographs of 1st order lateral roots, using segments of root 0–30 mm from the root tip. Photographs were taken at 0·2, 0·7, 1·2, 1·7 and 2·2 mm from the tip of six root segments and the five longest hairs per slide were measured and averaged.

Increased root fineness and enhanced root aerenchyma formation are known P stress respn>onses in n>an class="Species">rice (Kirk and Le Van Du, 1997), which suggests that such mechanisms may play a role in efficient acquisition of P. These traits would also, in theory, benefit Zn acquisition due to enhanced root exploration of the soil volume at a low metabolic cost. The key question with any of the above traits remains whether there is demonstrable genotypic variation for these traits linked to P/Zn acquisition of rice in the field that can be exploited through plant breeding. This question is currently being assessed using a genome-wide association mapping approach based on the diversity present in 400 rice Genebank accessions encompassing a very large portion of the rice gene pool (http://www.ricediversity.org/people/collaborators.cfm; also see the section ‘Breeding strategies and future prospective’).

An alternative to relying entirely on roots for P uptake is for plants to form associations with mycorrhizal fungi. This subject has been widely studied and reviewed (see Smith and Smith, 2011), but because infection of rice roots by mycorrhizal fungi is rare in flooded soils there have been relatively few studies on mycorrhizal colonization of rice. Aerobic inoculation of arbuscular mycorrhizal fungi (AMF) (Glomus sp.) in the nursery of rice plants showed around 50 % survival after transplantation to flooded fields but the inoculation of AMF directly in the flooded paddy was not successful (Solaiman and Hirata, 1997, 1998). Further studies using different strains of AMF over a number of genotypes are necessary to understand the role of mycorrhizae in Zn uptake in flooded paddy fields before concluding whether or not mycorrhizae play a significant role in Zn or P uptake by rice plants under flooded conditions.

In contrast to Zn, there is evidence that the presence of mycorrhizae enhances n>an class="Chemical">P uptake in upland rice crops (Maiti , ). Further, the fact that arbuscular mycorrhizae (AM) specifically induce the rice high-affinity P transporter OsPT11 (Paszkowski ) suggests that AM fungi may play a specialized role in P acquisition in upland rice. Gao (2007) also reported that inoculation with AM improved Zn uptake of aerobic rice, but only in genotypes with inherently low Zn uptake. It was thus concluded that breeding rice plants with a high capacity to solubilize Zn in conjunction with responsiveness to AM colonization was unlikely to be feasible (Gao, 2007).

We are not aware of any evidence that AM colonization is linked to genotypic Zn or n>an class="Disease">P efficiency in rice. The fact that AM colonization has not been successfully exploited in the breeding programmes of other upland crops suggests that scope for exploiting it in rice breeding is limited.

Maintenance of crown root development

Phosphorus deficiency typicn>an class="Chemical">ally leads to an increase in the root : shoot ratio and while this may involve an absolute increase in root biomass under mild P deficiency, more severe P or Zn deficiency typically leads to an absolute decrease in root biomass (Wissuwa and Ae, 2001, ) and the increasing root : shoot ratio would thus be due to a proportionally larger decline in shoot biomass. This decrease in root biomass was attributed to a direct effect of low P availability rather than to a lack of assimilate supply from shoots (Wissuwa ). In rice almost the entire root system is derived from crown roots that continuously emerge from the lower nodes of the shoot. The rate at which these crown roots emerge is sensitive to stress, and Zn-deficiency was found to reduce crown-root number by up to 75 % in a sensitive cultivar, while a tolerant cultivar maintained a much higher proportion of the non-stress crown root number (Widodo ; see also Fig. 3A).

Fig. 3.

Careful removal of entire rice plants from a Zn-deficient soil show differences in root system size between a tolerant (RIL46) and sensitive (IR74) genotype (A). Crown-root number of field-grown rice seedlings were sampled 3 weeks after transplanting into a Zn-deficient field (B). In repeated field screening trials, lines A69-1, IR55179, IR68144 and RIL46 had been identified as highly tolerant of Zn deficiency, whereas the four lines on the right represent intolerant varieties.

Recent data showed that this ability to maintain crown root development under Zn deficiency is a genern>an class="Chemical">al feature shared by all cultivars possessing tolerance to Zn deficiency (S. M. Impa, IRRI, Los Baños, The Philippines, unpubl. res; Fig. 3B). That the difference in crown root emergence can be detected as early as 3 d after transplanting implies that this trait is an independent tolerance mechanism. As such, it is now one of the main traits targeted in breeding for enhanced tolerance to Zn deficiency, and efforts are under way to map loci controlling the trait (G. Gregorio, IRRI, Los Baños, The Philippines and M. Wissuwa, JIRCAS, Tsukuba, Japan, unpubl. res.). Studies characterizing the effect of the Pup1 locus on plant performance under P deficiency also hint to an involvement of Pup1 in maintaining crown root emergence (Gamuyao ), further highlighting the potential of this trait in rice breeding for nutrient-poor environments.

Root traits to increase uptake efficiency: P and Zn transporters

Plants take upn> n>an class="Chemical">orthophosphate from the soil via phosphate transporters to overcome the steep P concentration gradient between the soil solution and the cytoplasm of root cells (Raghothama, 1999). One adaptation of plants to P deficiency is the up-regulation of high-affinity P transporters in the roots, giving rise to the hypothesis that manipulation of these transporters at the molecular level may improve the tolerance of plants to low-P soils (Muchhal and Raghothama, 1999). A number of attempts have been made in other upland crops to improve P nutrition by manipulating the expression of such transporters, but these studies have yielded little success to date (reviewed by Richardson ). For example, transgenic barley plants that overexpressed a P transporter failed to acquire more P from nutrient solution or soil than wild-type plants (Rae ). Plants seem well adapted for obtaining P from the low concentrations in soil solution, and the movement of P into the soil solution from solid phases may be the rate-limiting step.

Rice has 13 known n>an class="Chemical">P transporters, of which 12 are expressed, and an additional 13 putative P transporters have recently been identified (Liu ). So far, only two of these transporters have been functionally characterized, revealing that OsPT2 encodes a low-affinity and OsPT6 a high-affinity transporter (Ai ). To date, our studies on P transporters in rice have led to similar conclusions to those of Richardson . Up-regulation of P transporters in root tissue of the P-inefficient rice cultivar ‘Nipponbare’ occurred at similar levels to those observed in the P-efficient NIL6-4 under P deficiency (Pariasca-Tanaka ), suggesting that even cultivars that are poorly adapted to P-deficiency have well-adapted P transporters in roots. Similar data were obtained from a study using the irrigated rice variety ‘IR64’ (Gamuyao ). Our studies investigating the Michaelis–Menten kinetics of rice genotypes that differ in P efficiency in upland fields have found that higher Km values or lower Cmin values are not specifically associated with P-efficient or P-inefficient lines (Table 1). However, it is worth noting that large-scale screening experiments that specifically target root P-uptake rates have not yet been conducted.

Table 1.

Kinetic P-uptake parameters (initial [P] = 20 µm) for six genotypes previously grown under P-deficient or P-replete hydroponic conditions

Pre-treatment	Genotype (tolerance to P deficiency)*	Maximum uptake rate, Imax (μmoles g−1 h−1)	Concentration at half Imax, Km (μm)	Minimum concentration, Cmin (μm)	Maximum uptake rate/efflux rate (Imax/X)
–P	Kasalath (E)	13 ± 2	1·7 ± 0·6	0·22 ± 0·06	5·3 ± 2·0
	Nerica10 (E)	8 ± 3	1·5 ± 1·1	0·15 ± 0·04	6·5 ± 0·3
	IAC47 (E)	26 ± 15	7·8 ± 3·9	0·19 ± 0·01	15·5 ± 4·7
	Dular (E)	32 ± 12	7·1 ± 4·0	0·16 ± 0·02	17·7 ± 5·3
	Nipponbare (I)	19 ± 2	2·6 ± 0·7	0·23 ± 0·07	4·1 ± 0·6
	Nerica9 (I)	28 ± 12	6·5 ± 4·1	0·21 ± 0·03	13·5 ± 7·6
+ P	Kasalath (E)	6 ± 1	1·2 ± 1·0	1·3 ± 1·2†	1·9 ± 0·1
	Nerica10 (E)	8 ± 1	1·6 ± 1·6	1·3 ± 1·6	2·2 ± 0·1
	IAC47 (E)	8 ± 2	2·4 ± 2·1	0·6 ± 0·2	4·6 ± 2·0
	Dular (E)	5 ± ± 1	1·7 ± 0·3	1·6 ± 0·1	2·2 ± 0·4
	Nipponbare (I)	24 ± 17	3·5 ± 2·8	0·6 ± 0·3	2·8 ± 0·7
	Nerica9 (I)	11 ± 1	1·5 ± 0·4	0·6 ± 0·1	3·4 ± 0·9

* The genotypes are categorized as P-efficient (P) or P-inefficient (I), based on tolerance rankings under field conditions.

† Values in bold given under +P conditions represent the concentration in solution after 28 h, at which time it is likely that depletion had not yet ceased.

Kinetic pan class="Chemical">P-upn>take parameters (initipan class="Chemical">al [P] = 20 µm) for six genotypes previously grown under P-deficient or P-replete hydroponic conditions

† Vpan class="Chemical">alues in bold given under +pan class="Chemical">P conditions represent the concentration in solution after 28 h, at which time it is likely that depletion had not yet ceased.

While it appears that prospects for impn>roving n>an class="Chemical">P uptake through higher expression of root P transporters are limited in upland rice, the case may be different for lowland rice because of differences in soil chemistry. Under flooded soil conditions, diffusion coefficients for P are predicted to be 10–100 times faster because of the reduced tortuosities of diffusion paths (Turner and Gillam, 1976). As a consequence, the uptake of P across the root membrane may be the rate-limiting step for P acquisition, rather than speed of replenishment of the soil solution P (i.e. solution–solid phase P equilibria). It must be borne in mind that other conditions could moderate this effect, such as the accelerated formation of Fe-compounds in reduced soils increasing P-binding sites (Kirk, 2004). We are unaware of any direct evidence to support the dominance of one process over the other and, therefore, whether solid-solution phase P equilibria are more rapid in flooded versus aerobic soils. This aside, enhanced P uptake by rice plants in low-to-medium-P flooded soil has recently been reported by overexpression of a P transporter OsPht1;8 (OsPT8) (Jia ; Wu ). Given that OsPT8 was expressed in a range of tissues other than roots, it is possible that overexpression of this transporter (or overexpression of OsPHR2) somehow altered the partitioning of P within the plant, which may have enabled greater root growth to acquire P from the soil. However, in the absence of any evidence of this in the studies of Jia and Wu , the logical conclusion to draw would be that overexpression of the OsPT8 resulted in a greater density of P transporter proteins per unit of root length, which enabled higher P uptake rates from the soil solution. The results of Jia and Wu are, on face value, quite promising; however, until further understanding of the mechanism(s) of higher P uptake is gained and verification of results over a wider range of soils is obtained, it is difficult to speculate how useful such a trait may be.

Plants take upn> n>an class="Chemical">Zn from the soil using transporters from the Zn-regulated transporters in the iron (Fe)-regulated transporter-like protein (ZIP) gene family. ZIP transporter genes and their known or putative roles in rice plants have been recently reviewed by Ishimaru , and interested readers are encouraged to read that review for detailed discussions on Zn transporters in rice. Essentially, while several root-expressed ZIP transporter genes are up-regulated under Zn-deficiency stress (Ishimaru ), there is no evidence yet to suggest that Zn-efficient rice genotypes have greater expression of particular Zn transporters in roots, or that overexpression of ZIP transporter genes in roots confers greater Zn uptake in Zn-deficient soils. Further, studies on Zn uptake kinetics have also concluded that while high-affinity Zn uptake systems exist, they do not appear to be involved in any genotypic tolerance to Zn deficiency in upland crops such as wheat (Hacisalihoglu ) or in lowland rice (Bowen, 1986).

WHOLE-PLANT TRAITS TO IMPROVE INTERNAL EFFICIENCY AND MAINTENANCE OF ROOT TRAITS

Resource allocation between root and shoot

It is expected that plants tightly regulate and balance processes repn>resenting a cost to the plant, such as developn>ing and maintaining roots, entering symbiotic relationshipn>s with mycorrhizae, or releasing nutrient-solubilizing agents from roots (Lambers ). In experiments varying light level and n>an class="Chemical">P supply, it was shown that P deficiency generally led to an increase in the root : shoot ratio (from below 20 % to 40 %) even under low-light conditions, due mainly to a decrease in shoot biomass while root biomass was kept constant or declined slightly under more severe P deficiency (Wissuwa ). In their study, Wissuwa detected increasing starch concentrations with increasing P deficiency in roots, but much less so in shoots, which suggested that (a) assimilates were preferentially distributed to roots and (b) that assimilate supply may not have been the growth-limiting factor. Instead it was concluded that low P availability directly limited growth and that the distribution of P between root and shoot (the root : shoot P ratio) was an important factor. It increased from 20 % to 30 % under P deficiency and in combination with a very high internal P-use efficiency in roots, contributed to the overall increasing root : shoot ratio for biomass. We have recently shown that internal P-use efficiency differs among rice genotypes (Rose ; Rose and Wissuwa, 2012), and further work in characterizing promising genotypes is ongoing.

If P is indeed directly limiting plant growth under more severe P deficiency, distributing a bigger proportion of assimilates to roots to maintain root growth or to enhance root exudation may not represent a critical cost factor for plants. Furthermore, where P directly limits growth, fine-tuning the distribution of it will be very crucial. In fact, model simulations suggested that a small increase in the root : shoot P ratio would be one of the most efficient ways to overcome P deficiency since the extra P in roots would drive root growth and further P uptake (Wissuwa, 2003). In that regard the low-cost root system discussed in the subsection ‘Fine structure to increase root surface area at low cost’ may have to be seen primarily from the point of low cost of P, not carbon.

Recent analyses of rice root exudates by GC-MS (gas chromatography–mass spectrometry) show that a myriad of different sugars, amino acids and secondary metabolites leave the rice root along with the more conventionally-measured LMWOAs citrate and malate (Suzuki ; Tawaraya ). Unfortunately precise calculations of the total carbon being thus exuded are still lacking but it appears that, accounting for all other metabolites, the total carbon being lost from roots could be 10–50 times greater than the amount of citrate/malate exuded. A carbon loss of such magnitude could indicate that (a) growth under P deficiency is indeed not limited by carbon and that (b) the seemingly unspecific exudation of a multitude of compounds many perform a beneficial function in the rhizosphere, possibly by enhancing plant–microbe interactions in some way that may eventually provide better access to P to the rice plant.

In light of the potentially unresolved question of n>an class="Chemical">carbon or P limitations under P deficiency it would be desirable to model the effect of alternative root-to-shoot distribution patterns of P and carbon on the growth and nutrient acquisition of rice under various levels of P deficiency. This approach may provide a different set of optimum solutions, both in terms of P and carbon allocation for plant growth or of carbon allocation for root exudation, depending on the severity of P deficiency. Such modelling exercises would not only improve our understanding of the plasticity of plant responses to P but may ultimately be of use in defining selection criteria for plant breeding. Unfortunately it appears that most current plant growth models are ill-suited to perform such a task because growth is typically modelled as a function of carbon assimilation (mainly affected by radiation interception, temperature and possibly water and N uptake) but not as a function of other growth-limiting factors.

Overcoming oxidative stress

Both macronutrient and micronutrient deficiencies in plants induce an oxidative stress that manifests as higher-than-usun>an class="Chemical">al levels of reactive oxygen species (ROS), increased lipid peroxidation and protein oxidation, loss of cell integrity and, eventually, cell death and tissue decay (Gill and Tuteja, 2010). If root damage by ROS can be minimized it would be expected that the maintenance of root function would further contribute to overcoming deficiency through the continuation of soil exploration and nutrient acquisition.

Under P deficiency, oxidative stress in the form of increased n>an class="Chemical">H2O2 production and lipid peroxidation is generally considered to be mild (Malusa ). In contrast, Zn deficiency in plants usually results in severe cell damage by ROS, mainly because Zn is a necessary component in numerous antioxidant and homeostatic enzymes (Broadley ). Indeed, increased ROS is considered to be the primary mechanism by which Zn deficiency damages crop plants (Cakmak, 2000). Furthermore, oxidative damage is strongly exacerbated by high concentrations of soil bicarbonate that commonly co-occur with Zn deficiency (Rose ). Gill and Tuteja (2010) propose that abiotic stress tolerance may therefore be improved by enhancing in vivo levels of antioxidant enzymes or metabolites in plants. Recent studies on Zn-efficient rice genotypes shows that levels of ROS and ROS-related damage are consistently lower than in inefficient genotypes, and that this tolerance is often correlated with increased levels of antioxidant enzymes or metabolites (Table 2). Such an investment in greater ROS-defence mechanisms may come at a slight biomass- or yield-cost under highly productive conditions; however, under Zn-deficient (and possibly P-deficient) environments, breeding for such traits would appear to be desirable.

Table 2.

Summary of the ROS and antioxidant levels of Zn-efficient and Zn-inefficient genotypes under Zn-deficiency stress

Study	Genotypes	Plant tissue	ROS levels (efficient vs. inefficient)	Antioxidant enzyme or metabolite levels (efficient vs. inefficient)
Chen et al. (2008)	Zn-efficient genotype: IR8192	Shoot	Lower cell membrane permeability	Higher total SOD
				Higher POD
	Zn-inefficient genotype: Erjiufeng		Lower MDA	No difference CAT
			Lower H2O2	No difference APX
Hajiboland and Beiramzadeh (2008)	Zn-efficient genotype: Amol	Shoot	Higher H2O2	No difference total SOD
			No difference MDA	No difference POD
	Zn-inefficient genotype: Dashti			No difference CAT
				No difference APX
		Root	No difference H2O2	No difference total SOD
			No difference MDA	Higher POD (in aerated hydroponics)
			No difference superoxide	No difference CAT
				No difference APX
Chen et al. (2009)	Zn-efficient genotype: IR8192	Root	Lower cell membrane permeability	Higher total SOD
				Higher POD
	Zn-inefficient genotype: Erjiufeng		Lower MDA	No difference CAT
			Lower H2O2	No difference APX
Frei et al. (2010)	Zn-efficient genotype: RIL46	Shoot	Lower H2O2	No difference total SOD
	Zn-inefficient genotype: IR74		Lower superoxide	Lower POD
				No difference CAT
				Lower APX
				Higher ascorbic acid (total and reduced)
Rose et al. (2012)	Zn-efficient genotype: RIL46	Root	Lower H2O2	No difference total SOD
				Higher non Cu/Zn SOD
	Zn-inefficient genotype: IR74			No difference POD
				No difference APX
				Higher gluconic acid
				Higher oxolutaric acid

Abbreviations: MDA, malondialdehyde; SOD, superoxide dismutase; POD, peroxidase; CAT, catalase; APX, ascorbate peroxidase.

Abbreviations: MDA, pan class="Chemical">malondialdehyde; SOD, supn>eroxide dismutase; pan class="Chemical">POD, peroxidase; CAT, catalase; APX, ascorbate peroxidase.

General response to stress: stress response versus tolerant response

One result of microarray and metabolomic comparisons between tolerant and sensitive cultivars typically has been that stress-respn>onse pathways and genes are expressed at a higher level in sensitive cultivars, while tolerant ones maintain normn>an class="Chemical">al plant functions to a higher degree (Pariasca-Tanaka ; Widodo ; Rose ). Physiological studies also indicate that tolerance to Zn deficiency by some rice genotypes is conferred by the capacity to continue the efflux of DMA, rather than reduce its efflux, as is observed in Zn-intolerant lines (M. T. Rose, unpubl. res.). It cannot be ruled out that these differences are due to lower stress levels being experienced by tolerant cultivars as a result of better nutrient uptake. However, it is also possible that some sensing/regulation event tells plants to behave differently, and that the ‘stress response’ (referred to in the literature in the case of P deficiency as ‘the Pi deprivation response’) is not beneficial. Perhaps the best-documented evidence of this is the PHO1 response in arabidopsis reported by Rouached . The PHO1 gene in arabidopsis (AtPHO1) is involved in translocation of Pi from roots to shoots, and PHO1 mutants show P-deficiency symptoms in shoots when plants are grown in P-replete conditions (Morcuende ). Rouached showed that arabidopsis and rice plants with reduced expression of the PHO1 gene sustained growth when transferred to a P-deficient medium (to the level of plants grown in a P-replete medium), while wild-type plants showed a marked decrease in growth upon transfer to the P-deficient growing medium. The plants with reduced PHO1 expression were able to grow because there was sufficient Pi in vacuoles that was remobilized for metabolic functions, where in wild-type plants the typical Pi-deprivation response was triggered, causing a reduction in growth rate despite there being sufficient Pi stored in the vacuoles to sustain normal growth (Rouached ). Essentially, suppressing the Pi deprivation response allowed plants to sustain growth. We hypothesize that many genes that confer root traits which overcome abiotic stresses may in fact be those that avoid the typical stress-response pathways.

BREEDING STRATEGIES AND FUTURE PROSPECTIVE

Breeding for improved nutrient acquisition can be approached with modern breeding tools, based on transgenic approaches or MAS, or through conventional breeding schemes that typicn>an class="Chemical">ally rely on some form of phenotypic selection in target environments. In each case a breeder will need to decide whether to base their selection on some trait thought to improve nutrient uptake and yield, or whether to follow a purely performance-based approach, selecting for yield (grain, biomass) or nutrient uptake. In this final section we will discuss the pros and cons of these alternative approaches.

Performance-based selection

Screening experiments on nutrient-deficient soils typically expose varietn>an class="Chemical">al differences in grain yield or total nutrient uptake (Wissuwa and Ae, 2001; Quijano-Guerta ) and we can assume that this variation is, in part, due to some past selection in a similarly nutrient-limited environment. Thus, straightforward selection for performance under nutrient deficiency has worked in the past and will continue to produce superior cultivars in the future. In fact the IRRI breeding line IR55179 (see Fig. 3B) serves as a good example, since it was recently selected from trials on low-Zn soils where it out-performed even the most tolerant check variety (S. M. Impa and G. Gregorio, IRRI, Los Baños, the Philippines, unpubl. res.).

One potential compn>lication of conventionn>an class="Chemical">al breeding for improved nutrient acquisition is that nutrient deficiencies tend to be patchy across field plots. Heterogeneous nutrient availability at screening sites can result in environmental effects masking genetic effects and, as a result, the realized heritability may be rather low. To improve the gains made in selection may require very extensive and costly field testing in multiple target environments (Wissuwa ). This potential drawback of performance-based conventional selection may be overcome by the use of modern breeding approaches that rely on molecular markers tightly linked to loci controlling field performance. MAS is particularly suitable for traits with low heritability because the need for extensive field screening is reduced, since lines of a breeding population that do not have the desired marker genotype can be eliminated before field evaluations.

The prerequisite for employing MAS in the improvement of nutrient acquisition in rice obviously is the availability of markers tightly linked to a locus or gene significantly enhancing nutrient upn>take under field conditions. Marker availability is no longer a limiting factor in n>an class="Species">rice because the rice genome sequence offers near limitless opportunities for marker design – instead the bottleneck in applying MAS lies in the low number of loci that have been mapped with the required precision and have been confirmed to affect plant performance in the field. At present the best example of MAS for a nutrient-acquisition trait in rice is the Pup1 locus, which had been mapped as a major QTL for P uptake, biomass and grain yield under low-P field conditions (Wissuwa and Ae, 2001; Wissuwa ). Markers diagnostic of the Pup1 locus in a wide variety of rice cultivars have been developed (Chin , 2011) and Pup1 has now been transferred to modern rice variation through marker-assisted backcrossing, showing first encouraging results in field screening trials (Gamuyao ).

Trait-based selection

Much of the work in plant nutrition has been devoted to the identification of traits thought to enhance nutrient uptake and we have reviewed those linked to P and n>an class="Chemical">Zn uptake in preceding sections. Despite the attention received, few traits have proved effective in applied plant breeding, the selection for shallow root angle being one of the few positive exceptions (Lynch, 2007; Wissuwa ). Before specific traits can be considered in selection, whether in conventional breeding or MAS, they need to meet two requirements, namely that (a) genotypic variation exists within the rice gene pool for the gene(s) controlling the trait, and (b) this genotypic variation leads to an advantage in nutrient uptake under field conditions. Unfortunately there are few examples that meet both requirements and an urgent need therefore exists to identify those traits that have a plausible chance of meeting these requirements. For example, while P or Zn transporters are no doubt crucially important for P and Zn uptake, there is no evidence suggesting that genotypic variation exists that could be exploited in breeding. Transgenic approaches that alter the expression of key genes are one potential solution to the lack of genotypic variation; however, until now most attempts to enhance plant performance have not been successful (Wissuwa ; Richardson ). Whether the transgenic approach becomes increasingly relevant for nutrient uptake traits in the future will depend not only on the identification of novel key genes but equally on the public acceptance of transgenic staple crops like rice.

Conclusions and outlook

In the case of some traits that have been clearly implicated in Zn or n>an class="Disease">P efficiency in rice such as DMA efflux or ROS tolerance (Fig. 1), it may be prudent to undertake genotypic screening trials that specifically target these traits, followed by classical QTL mapping using bi-parental crosses made based on the initial screening experiments. Such an approach has proved useful in identifying QTLs for root shallowness which confers P-efficiency in the field and might be useful for breeding (Lynch, 2007). However, we believe a more promising approach is the classical forward genetic approach that typically starts with the identification of a donor with superior performance in a target environment, followed by QTL mapping and eventual cloning of the underlying gene. Forward genetics has the advantage that it is not based on pre-conceptions of what trait can enhance nutrient acquisition and therefore is not limited by our incomplete current knowledge. Furthermore, forward genetics enables the discovery of new tolerance mechanisms and genes as exemplified by the Pup1 major gene that is a novel gene not present in the rice reference genome and would therefore have been impossible to detect by other strategies (Gamuyao ). This phenomenon has also occurred for other abiotic stress-tolerance traits in rice, such as submergence tolerance (Sub1) (Xu ).

Given the central role of P and Zn in metabolic and catabolic processes, and the complexity of soil–plant interactions, a potential limitation of forward genetics appears is that multiple loci/genes interact to produce a superior phenotype and that the detectable contribution of each locus to the overall phenotypic variation within a population remains too small (Widodo ) for breeders to be convinced of their utility in MAS. In such cases a trait-based approach may offer advantages if combined with a forward genetics strategy. Identifying the main tolerance mechanisms segregating in mapping populations, followed by QTL mapping of these tolerance mechanisms, possibly under highly targeted artificial screening conditions, should increase the power of detecting major QTL. To establish their relevance it would have to be shown that such trait-specific major QTL co-localize with QTL detected for field performance. At present this strategy is being employed to identify major QTL for tolerance to Zn deficiency – the two main tolerance mechanisms used for trait-based QTL mapping being crown root emergence and DMA exudation (see subsections ‘Efflux of ligands from roots’ and ‘Maintenance of crown root development’).

In the past QTL mapping has been a rather lengthy process, often taking 10 years or more, but new high-throughput marker platforms promise to speed up conventional QTL mapn>ping, while genome-wide association studies may offer opportunities to even bypass some of the steps needed in QTL mapping. Furthermore, mapping based on genome-wide association studies using association panels of several hundred rice genebank accessions would offer the additional advantage that the genotypic variation assessed is much wider compared with the traditional QTL mapping based on a bi-parental cross. These new technologies offer opportunities as never before to identify loci and traits enhancing nutrient acquisition and we can expect rapid progress to be made in this area in the near future. Whether these loci and traits will eventually become tools in practical breeding will depend largely on whether breeders are convinced of their positive effect in a farmer's fields. Linking gene identification and trait characterization to field performance will therefore remain as important as it has always been.