Rice germplasm for high grain Zn content and tolerance of Zn deficient soils

Lead Research Organisation: Cranfield University
Department Name: School of Water, Energy and Environment

Abstract

Zinc (Zn) is an essential nutrient in micro-quantities for all living organisms. Deficiencies limit crop production in many parts of the world, and Zn is often deficient in the diet of humans subsisting on staple-food crops, causing severe health problems. An important strategy for dealing with this is to breed crops that are efficient in taking up Zn and concentrating it in edible plant parts. Rice is one of the main crops being targeted because of its global importance and the prevalence of Zn deficiency in populations subsisting on rice.

However rice is unusual in its Zn relations compared with other cereals in two respects. First, it is mainly grown in submerged soils, and because of the peculiar biogeochemistry of submerged soils, Zn deficiency in the crop is widespread, affecting up to 50% of rice soils globally. Second, as a result of inherent physiological differences, little Zn is remobilized from existing plant reserves to grains during the grain filling growth stages, as in other cereals, so that Zn uptake appears to be one of the main bottlenecks limiting rice grain Zn contents. Research has shown that grain Zn concentrations in rice - already low compared with other cereals or pulses - are further reduced in Zn deficient soils, and large fertilizer additions are needed to overcome this. Dietary and crop Zn deficiency are inevitably linked in areas with low Zn soils, as in most parts of Asia where rice is the staple. Enhancing the Zn uptake capacity of rice varieties will therefore be crucial to increasing grain contents. It will also be important to understand long-term sustainability of growing high grain Zn rice under inherently Zn-limited conditions, and what can be done to avoid problems in the future.

Current research at the International Rice Research Institute (IRRI) is using classical plant breeding combined with molecular biological markers for useful plant traits to develop rice varieties with high grain Zn contents and improved yields on Zn-deficient soils. Research is also underway to enhance grain Zn through agronomic means, including fertilizer and water management. However progress in these activities, and in understanding long-term sustainability issues, is constrained by our poor understanding of the mechanisms underlying genotype differences, and of the dynamics of plant-available Zn in the soil within the growing season and longer term.

In recent research by members of the project team, we have shown that three key mechanisms enhance growth of rice seedlings in Zn deficient soil: (a) secretion from roots of Zn-chelating compounds called phytosiderophores and subsequent uptake of chelated Zn in the rhizosphere, (b) maintenance of new root growth, and (c) prevention of root damage by oxygen radicals linked to high bicarbonate concentrations. Studies with a limited set of genotypes suggest that Zn loaded into grains mostly comes from Zn uptake during the reproductive stages rather than by re-translocation from vegetative tissue. The mechanisms listed above in relation to seedling growth may also assure adequate Zn uptake during the reproductive phase. However, this has not been systematically investigated so far, nor have any genes related to reproductive-stage Zn uptake been tagged.

The proposed research addresses these knowledge gaps with an interdisciplinary approach linking fundamental research on soil biogeochemistry, molecular physiology and genetics with applied work on agronomy and plant breeding, with a conceptual framework provided by mathematical modelling. Our goal is to develop genotypes and management practices for growing high Zn rice in Zn deficient soils, suitable for resource-poor farmers. This will encompass agronomic interventions based on understanding of limiting factors for Zn uptake and translocation, and breeding approaches based on understanding of genetic factors controlling key tolerance mechanisms.

Technical Summary

The project is in four work packages corresponding to the above four specific objectives. In WP1 we will use field, controlled environment and laboratory experiments to assess whether the mechanisms we have identified for seedling-stage tolerance of Zn deficiency universally separate tolerant from sensitive genotypes under seedling-stage Zn deficiency in different soils, and whether they continue to enhance uptake and grain filling during reproductive stages. The field experiments will be at four sites in the Philippines and four in Bangladesh, covering the range of soil types in which Zn deficiency occurs. We will use a common set of 12 contrasting genotypes. Methods will include a novel stable-isotope technique for studying uptake processes. In WP2 we will seek to identify loci and genes enhancing Zn uptake during vegetative and reproductive growth stages, leading to high grain Zn concentrations. Two methods will be used: (a) conventional QTL mapping based on a bi-parental cross, and (b) genome wide association mapping (GWAM) based on a panel of 178 genebank accessions. We will use the results for fine mapping and candidate gene identification. In WP3, we will develop and experimentally test mathematical models of Zn uptake processes in rice paddies, allowing for the biogeochemistry of Zn in submerged soils over the growing season and longer term, and the mechanisms of root-soil interactions. We will use the models and parameter values from the field and other experiments to assess strategies for increasing uptake in different environments and to predict the long-term sustainability of growing high Zn rices in Zn-deficient environments. In WP4 we develop rice breeding and management options and feed them into existing technology-transfer programmes at IRRI. This will include introgression of markers identified in WP2 into major Bangladeshi and Philippine rice varieties.

Planned Impact

In addition to the academic beneficiaries listed above, the project will benefit rice breeders and agronomists concerned with genetic improvement for Zn deficient soils and biofortification of rice varieties, and related management practices, and, in the medium- and longer-term, rice producers and consumers, particularly those in areas with Zn deficient soils.

By the end of the project we will have identified genetic markers for relevant traits for use in marker-assisted breeding, we will have begun introgression of the markers into major Bangladeshi and Philippine rice varieties, and we will have developed agronomic management recommendations for optimizing the function of these new varieties. We will facilitate the adoption of the new varieties and management strategies by farmers in Asia through existing technology-transfer programmes with which IRRI and the project team are involved.

A key issue in the adoption of new varieties with traits that do not have any obvious effects of yields - such as high grain Zn - is how to convince farmers to give up their tried and tested varieties in favour of new ones. The recent success of the Sub1 gene for submergence tolerance in rice has shown that adoption is fast if key traits are added to already-established varieties. In this project, by finding loci for better Zn uptake and loading into grains, we will allow modifications of existing varieties to be made, and will therefore facilitate smoother adoption. Hence we will strongly compliment IRRI's existing, less-targeted biofortification work.

These relevant technology-transfer programmes at IRRI are HarvestPlus, concerned with micronutrient malnutrition and biofortification; the Cereal Systems Initiative for South Asia (CSISA), for accelerated development and deployment of new varieties, management technologies and policies for cereal systems in South Asia; and Stress-tolerant Rice for Africa and South Asia (STRASA) concerned with varieties and technologies for rainfed rice systems. Each of these has components for germplasm testing with farmers, followed by seed multiplication, distribution, and impact evaluation. These programmes are designed for accelerated product development and deployment; the current project will assure that new genetic material and breeding tools will enter the product development pipeline.

CSISA is also promoting a decision-support tool for nutrient management called Nutrient Manager, which allows farmers to receive field- and season-specific fertilizer recommendations after answering an interactive series of 10-15 questions about their specific environment. This is available on the internet and, in the Philippines and coming soon to Bangladesh, through a mobile phone application via SMS messaging. A team at IRRI is in the process of including genotype information and irrigation and crop establishment recommendations in this decision tool. The findings of the proposed project, as generalised through the modeling in WP3, will allow fine-tuning of nutrient management advice for Zn-deficient areas.

The project's findings will be will transferred to breeders and agronomists at IRRI and its partners through direct interactions with members of the project team. The main route for dissemination to other scientists will be through publications in high impact journals and presentations at international conferences. All members of the project team have strong track records in publishing in top-ranked journals in their areas and in broad-reach journals. We will make all datasets and models produced in the project available to other researchers, following publication of papers, via websites at the project team's host organizations.

IRRI has strong links with rice policy makers in Asia and globally. We will exploit these direct contacts. We will produce regular reports for websites and newsletters of our respective organizations, to communicate with policy makers and the general public.

Publications

10 25 50
 
Description WP1: To test our hypotheses relating to genotypic differences in seedling-stage Zn uptake, to determine their effectiveness during grain-filling stages, and to investigate whether some genotypes are able to further enrich grain Zn via remobilization of Zn from vegetative tissue.

Field experiments in the Philippines on genotype differences in tolerance of vegetative stage Zn deficiency showed consistent differences related to (a) inherent root development traits, (b) uptake per unit root surface due to root-soil interactions, (c) uptake per plant with closer planting density. Having identified root development, possibly driven by crown root emergence, as a main tolerance factor, rice breeders may use this trait in their selection programs. We do not yet have sufficient understanding of root efficiency traits to do the same for root efficiency.

Field experiments on Zn uptake during grain-filling at four sites in the Philippines (Bay, Bohol, IRRI and Tiaong) have shown consistent differences in genotype performance: some genotypes have good tolerance of seedling stage Zn deficiency and high grain Zn; others have poor tolerance of seedling stage Zn deficiency but high grain Zn. In Zn-deficient soils, genotypes with high grain Zn concentrations tend to have smaller grain yields suggesting high grain Zn in Zn-deficient soils is at the cost of reduced yield.

Although Zn-deficiency-tolerance (i.e. Zn-efficiency) and high grain-Zn concentration (i.e. biofortification) have long been considered to be genetically unrelated traits, partly because breeding selections are done under very different conditions using different criteria, we found that some of the advanced biofortified lines also showed evidence of early-season Zn-deficiency tolerance. Breeders may use this information to converge the two separate breeding programs, to screen Zn-biofortification lines for Zn-deficiency tolerance as well as grain Zn, or to continue searching for QTLS of genes that affect both traits. There were no site x genotype performance interactions, contrary to our initial hypothesis that some of the proposed physiological mechanisms work better in some soil types than others.

We made experiments to test a new hypothesis that a shallow root angle enhances Zn uptake during grain filling using a set of near isogenic lines that have only recently become available. Methods for measuring shallow rooting were developed in preliminary experiments, allowing for differences between 'soft' Bay and Tiaong soils vs 'stiff' Bohol and IRRI soils. Measurements of rooting angle early and late-season confirmed genotypic differences in root angle, with a correlation between shallow rooting and Zn uptake, supporting the hypothesis that some genotypes can exploit the greater Zn solubility in the narrow zone of oxic soil beneath the floodwater. However, attempts to test this hypothesis further with IR64 NILs reputedly different in root angle failed to confirm or negate the hypothesis.

Publications: 5, 9, 14, 15, 16.

WP2: To identify loci/genes controlling key traits associated with higher Zn uptake in Zn-deficiency tolerant and/or high grain Zn genotypes and to develop molecular markers for marker-assisted breeding.

Several high-performing lines were selected from the QTL mapping population for tolerance to vegetative stage Zn deficiency. The best lines outperformed the highly tolerant parent A69-1 and have been recommended to IRRI breeders for multi-location testing in the IRRI problem-soil breeding program.

Additional phenotyping with GWAS panels showed three QTLs for Zn deficiency tolerance on chromosomes 3, 6, and 12 co-localized in both approaches and the association analysis detected two additional strong QTLs on chromosomes 1 and 9 not present in the bi-parental population. Based on haplotype analysis of the indica panel, biomass consistently increased due to the minor 'tolerance' haplotypes, which had frequencies between 13 and 34%. By utilizing the previous transcript data collected from the same Zn-deficient field, we identified one putative candidate gene within the chromosome 6-QTL, which was associated with all traits in both analyses. Gene Os06g44220 was barely expressed under +Zn conditions but strongly upregulated in both root and shoot under stress and consistently more so in the tolerant genotype. Os06g44220 is an uncharacterized gene with expression previously detected only under salinity stress.

One additional outcome of the GWAS analysis was the identification of possible new donors with even higher Zn deficiency tolerance than present in the best IRRI breeding lines. These donors have been handed to IRRI breeders for inclusion in further breeding efforts.
Through gene expression profiling, several genes differentially expressed under Zn deficiency in crown tissue were identified. Mutants for these genes have been obtained and are being screened for presence of mutation/absence of gene expression to select confirmed mutants for genetic studies of crown root development.

Publications: 6, 7, 10, 11, 18.

WP3: To develop mathematical models to interpret and integrate the findings of the experimental work at different growth stages and in different environments; to assess if the findings hold across the range of soils in which Zn deficiency occurs; and to assess the long-term sustainability of growing high Zn rice in Zn deficient soils.

Our field experiments confirmed the importance of root-induced changes in the soil for tolerance of Zn deficiency. However we were unable to prove our original hypothesis that the mechanisms of genotype tolerance included secretion of Zn-mobilizing phytosiderophores from roots. But we developed and established a new hypothesis to account for genotype differences based on venting of soil CO2 through root aerenchyma, resulting in solubilisation of soil Zn and hence greater uptake. We tested the hypothesis with experiments under controlled-environment conditions supported by mathematical modelling of the underlying processes, as follows.

Very large concentrations of dissolved CO2 arise in submerged rice soils, particularly in the types of soil prone to Zn deficiency. We showed that venting of CO2 through the roots will (1) alleviate toxicity of HCO3- to the roots, which is implicated in Zn deficiency stress, and (2) make soil Zn more soluble and therefore available for uptake. We made experiments with soil from our most Zn-deficient field experiment in the Philippines, and contrasting genotypes, in which we reproduced the field Zn-deficient conditions and measured root-induced changes in soil chemistry and Zn solubility, and plant growth and Zn uptake. The results were consistent with our CO2 venting hypothesis. We obtained further evidence to support the hypothesis using (a) x-ray CT imaging of the depletion of gas bubbles, containing 30-50% CO2 (balance CH4 and N2), around roots of tolerant and intolerant genotypes at different planting densities in the Zn-deficient field soil, and (b) imaged-based modelling of the underlying gas transport, exchange, Zn solubilisation and Zn uptake processes.

We concluded form this work that differences in venting of soil CO2 through root aerenchyma were responsible for the genotype and planting density effects observed in the field experiments in WP1. Hence differences in venting of soil CO2 through roots are a valid new target for rice breeding for Zn-deficiency tolerance. Methods for measuring genotype differences in venting need to be developed, appropriate for the root anatomical or biochemical traits involved.
In separate work, we have made progress on the long-term sustainability of growing high Zn rice in Zn deficient soils. We obtained separate funding for a PhD project on that topic, using digital soil mapping and modelling techniques to map the extent of Zn deficiency in different rice environments.

Publications: 1, 2, 3, 4, 8, 13, 17.

WP4: To accelerate the development and release of new Zn-deficiency tolerant and high grain Zn rice varieties, along with appropriate agronomic technologies, through IRRI's existing programmes and partners in Asia.

Collaboration with HarvestPlus breeders responsible for high grain Zn rice was improved during the final year through regular interactions with the biofortification breeding group and project team members. A detailed workshop to share data from this project with breeders has been planned, but we have not yet settled on a common date when all of the key scientists are able to participate.
The observed planting density effect, whereby greater plant density correlated with better Zn uptake per plant, was tested in the field experiments during the project's final field season. The experimental design was expanded to test two contrasting plant densities to determine if the early-season advantage of denser planting results in higher yield, higher grain Zn, or higher Zn uptake, but there was no significant effect of planting density on these agronomic outcomes.

We have obtained funding (BB/J011584/1) for a follow-on project on metal contamination of rice supplies in Asia, motivated in part by concern about greater uptake of toxic metals such as cadmium by rice genotypes with enhanced Zn uptake. This will develop methods for predicting and mapping the extent of risks of metal contamination (particularly arsenic and cadmium) and the likely effectiveness of mitigation through germplasm selections and management.

Publications: 12, 19.

Published papers:
1. Affholder MC, Weiss DJ, Wissuwa M, Johnson-Beebout S, Kirk GJD (2017) Soil CO2 venting as one of the mechanisms for tolerance of Zn deficiency by rice in flooded soils. Plant Cell Environ, doi: 10.1111/pce.13069.
2. Affholder MC, Keyes SD, Heppell J, Roose T, Kirk GJD (2016) X-ray CT imaging and image-based modelling study of gas exchange in the rice rhizosphere. EGU, Vienna, April 2016. Abstract number EGU2016-6151.
3. Arnold T, Markovic T, Kirk GJD, Zhao F-J, Rehkämper M, Schönbächler M, Weiss DJ (2015) Iron and zinc isotope fractionation during uptake and translocation in rice (Oryza sativa) grown in oxic and anoxic soils. CR Geosci 137, 397-404. http://dx.doi.org/10.1016/j.crte.2015.05.005
4. Izquierdo M, Impa SM, Johnson-Beebout SE, Weiss DJ, Kirk GJD (2016) Measuring isotopically-exchangeable Zn in submerged Zn-deficient rice soils. Eur J Soil Sci 67, 51-59. doi: 10.1111/ejss.12303.
5. Johnson-Beebout SE, Goloran JB, Rubianes FHC, Jacob JDC, Castillo JB (2016) Zn uptake behavior of rice genotypes and its implication on grain Zn biofortification. Sci Rep 6:38301, DOI: 10.1038/srep38301.
6. Lee JS, Wissuwa M, Zamora OB, Ismail AN (2017) Biochemical indicators of root damages in rice (Oryza sativa L.) genotypes under zinc deficiency stress. J Plant Res doi: 10.1007/s10265-017-0962-0.
7. Lee JS, Sajise AGC, Gregorio GB, Kretzschmar T, Ismail AM and Wissuwa M (2017) Genetic dissection for zinc deficiency tolerance in rice using bi-parental mapping and association analysis. Theor Appl Genet doi: 10.1007/s00122-017-2932-2.
8. Markovic T, Manzoor S, Williams E, Kirk GJD, Vilar R, Weiss DJ (2017) Experimental determination of equilibrium zinc isotopic fractionation in complexes with the phytosiderophore 2'-deoxymugeneic acid and its structural analogues, and implications for plant uptake mechanisms. Environ Sci Technol 58, 98-107. doi: 10.1021/acs.est.6b00566.
9. Mori A, Kirk GJD, Lee JS, Morete MJ, Nanda AK, Johnson-Beebout SE, Wissuwa M (2016) Rice genotype differences in tolerance of zinc-deficient soils: evidence for the importance of root-induced changes in the rhizosphere. Front Plant Sci 6, 1160. doi:10.3389/fpls.2015.01160
10. Nanda AK, Wissuwa M (2016) Rapid crown root development confers tolerance to zinc deficiency in rice. Front Plant Sci 7: doi: 10.3389/fpls.2016.00428.
11. Nanda AK, Puyol V, Wissuwa M (2017) Patterns of stress response and tolerance based on transcriptome profiling of rice crown tissue under Zn deficiency. J Exp Bot doi: 10.1093/jxb/erx039.
12. Tuyogon DSJ, Impa SM, Castillo OB, Larazo W, Johnson-Beebout SE (2016) Enriching rice grain Zn through Zn fertilization and water management. Soil Sci Soc Am J 80:121-134. doi: 10.2136/sssaj2015.07.0262.
13. Weiss DJ, Boye K, Caldelas C, Fendorf S (2014) Zinc isotope fractionation during early dissolution of biotite granite. Soil Sci Soc Am J 78, 171-179. doi: 10.2136/sssaj2012.0426.

In preparartion/submitted:
14. Goloran JB, Kirk GJD, Wissuwa M, Impa SM, Morete MJ, Johnson-Beebout SE (2017) Rice grain Zn concentrations and yields of high grain-Zn genotypes compared with Zn-deficiency tolerant genotypes under contrasting growth conditions. Field Crops Res, in prep.
15. Goloran JB, Kirk GJD, Wissuwa M, Impa SM, Morete MJ, Johnson-Beebout SE (2017) Vegetative stage Zn uptake by high grain-Zn rice genotypes compared with Zn-deficiency tolerant genotypes. Front Plant Sci, in prep.
16. Goloran JB, Kirk GJD, Wissuwa M, Rubianes FHC, Morete MJ, Johnson-Beebout SE (2017) Rooting behavior of high grain-Zn rice genotypes compared with Zn-deficiency tolerant genotypes. Front Plant Sci, in prep.
17. Kirk GJD, Boghi A, Affholder MC, Keyes SD, Heppell J, Wissuwa M, Roose T (2017) Venting of soil carbon dioxide through rice roots. Nature Plants, in prep.
18. Lee JS, Wissuwa M, Johnson-Beebout SE, Zamora OB, Ismail AM (2017) Novel sources of aus rice to zinc deficiency tolerance identified through association analysis using high-density SNP array. J Appl Genet, submitted.
19. Okonkwo E, Corstanje RC, Kirk GJD (2017) Digital soil assessment of crop production constraints: a case study for rice in Punjab, India. Soil Use Manage, in prep.
Exploitation Route Lines from the QTL mapping population with better performance compared to the tolerant parent have been recommended to IRRI breeders for inclusion in multi-location yields trials on Zn deficient/sodic soils. Rice accessions with exceptionally high Zn uptake from strongly Zn-deficient soil have been identified and given to breeders as potential new donors. Collaboration with HarvestPlus breeders responsible for high grain Zn rice had been disrupted by the repeated departure of the responsible breeder. Discussions with the current breeder in charge have been held, data exchanged and joint experiments planned. The observed planting density effect, with greater plant density correlated with better Zn uptake per plant, is being tested in the field experiments during the project's final field season. The experimental design was expanded to test two contrasting plant densities to determine if the early-season advantage of denser planting results in higher yield, higher grain Zn, or higher Zn uptake.
Sectors Agriculture, Food and Drink,Environment

 
Description We have found that rice genotypes tolerant of soil Zn deficiency produce more crown roots and they also have greater root efficiency (Zn uptake per unit root surface area). In both genotype groups root efficiency increases over time and with increasing planting density, and more so in the tolerant group. Having identified root development, possibly driven by crown root emergence, as a main tolerance factor, rice breeders may use this trait in their selection programs. We do not yet have sufficient understanding of root efficiency traits to do the same for root efficiency. Several high-performing genotype lines have been identified in a QTL mapping population for tolerance to vegetative stage Zn deficiency. The best lines outperformed the highly tolerant parent A69-1 and were recommended to IRRI breeders for multi-location testing in the IRRI problem-soil breeding program. A first genome-wide association analysis (GWAS) was conducted with the aus subpopulation and several significant loci were identified. The most promising locus on chromosome 6 co-localized with a previously identified QTL. The GWAS analysis also identified possible new donors with even higher Zn deficiency tolerance than present in the best IRRI breeding lines. These donors have been handed to IRRI breeders for inclusion in further breeding efforts. In field experiments on Zn uptake during grain-filling, we found consistent differences in genotype performance, e.g. IR55179 has good tolerance of seedling stage Zn deficiency and high grain Zn; IR69428 has poor tolerance of seedling stage Zn deficiency but high grain Zn. In Zn deficient soils, total Zn uptake differs less between genotypes than grain Zn content, and genotypes with high grain Zn contents tend to have smaller grain yields. This suggests high grain Zn in Zn-deficient soils is at the cost of reduced yield, which has important implications for rice breeders and agronomists.
First Year Of Impact 2016
Sector Agriculture, Food and Drink
 
Description Prof Johannes Postma, Forschungszentrum Jülich GmbH, Institute of Bio- and Geosciences - Plant Sciences (IBG-2), Jülich, Germany 
Organisation Julich Research Centre
Department Institute of Bio and Geosciences 1 (IBG-1)
Country Germany 
Sector Academic/University 
PI Contribution We jointly developed and tested a mathematical model of the mechansisms of phosphorus acquisition by rice genotypes. I provided expertise on soil chemistry and data from BB/C518014/1 and BB/R020388/1 with which to paramterise and test the model.
Collaborator Contribution Model development and programming.
Impact Kuppe C., Kirk G.J.D., Wissuwa M. & Postma J. (2022) Rice increases phosphorus uptake in strongly sorbing soils by inter-root facilitation. Plant Cell Environ. 45, 884-899. doi: 10.1111/pce.14285
Start Year 2021