A quantitative genetics approach to nitrogen use efficiency in sugarcane
Alex Whan A B E , Nicole Robinson A B , Prakash Lakshmanan B C , Susanne Schmidt A B and Karen Aitken B DA School of Biological Sciences, The University of Queensland, St Lucia Campus, Brisbane, Qld 4072, Australia.
B Co-operative Research Centre for Sugar Industry Innovation through Biotechnology, The University of Queensland, Level 5, John Hines Building, St Lucia, Qld 4072, Australia.
C BSES Ltd, 50 Meiers Road, Indooroopilly, Qld 4068, Australia.
D CSIRO Plant Industry, Queensland Bioscience Precinct, 306 Carmody Road, St Lucia, Qld 4067, Australia.
E Corresponding author. Email: alexwhan@gmail.com
Functional Plant Biology 37(5) 448-454 https://doi.org/10.1071/FP09260
Submitted: 30 October 2009 Accepted: 13 February 2010 Published: 30 April 2010
Abstract
The economic and environmental consequences of inefficient use of nitrogen (N) fertiliser in agricultural crops is of concern worldwide, so new crop varieties with improved nitrogen use efficiency (NUE) are sought. Here, we report the first study of mapping quantitative trait loci (QTL) for nitrogen physiology traits in sugarcane. QTL analysis was undertaken for each parent of a segregating bi-parental sugarcane mapping population. We grew 168 progeny under limiting (0.2 mM NH4NO3) and non-limiting (5.0 mM NH4NO3) N supplies in two glasshouse experiments. Significant marker-trait associations (MTA) were detected in each treatment for shoot dry weight, root dry weight, total shoot N, shoot internal NUE (iNUE; measured as units shoot dry weight per unit N), leaf protein content and glutamine synthetase (GS) activity. MTA for GS activity did not co-locate with other traits except leaf protein content, indicating that variation in GS activity is not linked to plant size or iNUE during early growth. Under high N, there were no significant MTA for iNUE among markers from the male parent, Q165, an Australian commercial cultivar, but six MTA were found for markers inherited from the female parent, IJ76–514, a Saccharum officinarum ancestral variety. The results indicate that variation for iNUE under high N may be lower in commercial varieties than unimproved genotypes. Further, four MTA were consistent with previous field-based research on sugar and biomass production. Our study provides initial evidence that QTL may be incorporated in sugarcane breeding programs targeting improved NUE.
Additional keywords: glutamine synthetase, NUE, QTL.
Acknowledgements
This research was funded by the Co-operative Research Centre for Sugar Industry Innovation through Biotechnology (CRCSIIB). Alex Whan received a CRCSIIB PhD scholarship and travel stipends from Sugar Research and Development Corporation and The University of Queensland. We thank Allen Good for suggestions on the manuscript.
Agrama H,
Zakaria AG,
Said FB, Tuinstra M
(1999) Identification of quantitative trait loci for nitrogen use efficiency in maize. Molecular Breeding 5, 187–195.
| Crossref | GoogleScholarGoogle Scholar |
Aitken K,
Jackson P, McIntyre C
(2005) A combination of AFLP and SSR markers provides extensive map coverage and identification of homo(eo)logous linkage groups in a sugarcane cultivar. Theoretical and Applied Genetics 110, 789–801.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Aitken K,
Jackson PA, McIntyre CL
(2006) Quantitative trait loci identified for sugar related traits in a sugarcane (Saccharum spp.) cultivar × Saccharum officinarum population. Theoretical and Applied Genetics 112, 1306–1317.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Aitken KS,
Jackson PA, McIntyre CL
(2007) Construction of a genetic linkage map for Saccharum officinarum incorporating both simplex and duplex markers to increase genome coverage. Genome 50, 742–756.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Aitken KS,
Herman S,
Karno K,
Bonnett GD,
McIntyre LC, Jackson PA
(2008) Genetic control of yield related stalk traits in sugarcane. Theoretical and Applied Genetics 117, 1191–1203.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Aljanabi SM,
Parmessur Y,
Kross H,
Dhayan S,
Saumtally S,
Ramdoyal K,
Autrey LJC, Dookun-Saumtally A
(2007) Identification of a major quantitative trait locus (QTL) for yellow spot (Mycovellosiella koepkei) disease resistance in sugarcane. Molecular Breeding 19, 1–14.
| Crossref | GoogleScholarGoogle Scholar |
Allen D,
Dalal R,
Rennenberg H,
Kingston G, Schmidt S
(2010) Nitrous oxide emissions from subtropical sugarcane soils. Agriculture Ecosystems & Environment 136, 209–217.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Bertin P, Gallais A
(2001) Genetic variation for nitrogen use efficiency in a set of recombinant inbred lines II – QTL detection and coincidences. Maydica 46, 53–68.
Eggleston G,
Salassi M,
Richard E, Birkett H
(2007) Sustainability of the sugar industry: future value addition from sugarcane. International Sugar Journal 109, 415–432.
Gallais A, Hirel B
(2004) An approach to the genetics of nitrogen use efficiency in maize. Journal of Experimental Botany 55, 295–306.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Goldemberg J
(2007) Ethanol for a sustainable energy future. Science 315, 808–810.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Good AG,
Shrawat AK, Muench DG
(2004) Can less yield more? Is reducing nutrient input into the environment compatible with maintaining crop production? Trends in Plant Science 9, 597–605.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Habash DZ,
Bernard S,
Schondelmaier J,
Weyen J, Quarrie SA
(2007) The genetics of nitrogen use in hexaploid wheat: N utilisation, development and yield. Theoretical and Applied Genetics 114, 403–419.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Hirel B,
Bertin P,
Quillere I,
Bourdoncle W, Attagnant C ,
et al
.
(2001) Towards a better understanding of the genetic and physiological basis for nitrogen use efficiency in maize. Plant Physiology 125, 1258–1270.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Hirel B,
Le Gouis J,
Ney B, Gallais A
(2007) The challenge of improving nitrogen use efficiency in crop plants: towards a more central role for genetic variability and quantitative genetics within integrated approaches. Journal of Experimental Botany 58, 2369–2387.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Hoarau JY,
Grivet L,
Offman B,
Raboin LM,
Diorflar JP,
Payet J,
Hellman M,
D’Hont A, Glaszmann JC
(2002) Genetic dissection of a modern sugarcane cultivar (Saccharum spp.). II. Detection of QTLs for yield compents. Theoretical and Applied Genetics 105, 1027–1037.
| Crossref | GoogleScholarGoogle Scholar | PubMed |
Hunter HM, Walton RS
(2008) Land-use effects on fluxes of suspended sediment, nitrogen and phosphorus from a river catchment of the Great Barrier Reef, Australia. Journal of Hydrology 356, 131–146.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Meier EA,
Thorburn PJ,
Wegener MK, Basford KE
(2006) The availability of nitrogen from sugarcane trash on contrasting soils in the wet tropics of north Queensland. Nutrient Cycling in Agroecosystems 75, 101–114.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Meyer JH,
Schumann AW,
Wood AW,
Nixon DJ, Van den Berg M
(2007) Recent advances to improve nitrogen use efficiency of sugarcane in the South African sugar industry. Proceedings of the International Society of Sugar Cane Technologists 26, 238–246.
Ming R,
Liu SC,
Moore PH,
Irvine JE, Paterson AH
(2001) QTL analysis in a complex autopolyploid: genetic control of sugar content in sugarcane. Genome Research 11, 2075–2084.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Ming R,
Wang Y-W,
Draye X,
Moore PH,
Irvine JE, Paterson AH
(2002) Molecular dissection of complex traits in autopolyploids: mapping QTLs affecting sugar yield and related traits in sugarcane. Theoretical and Applied Genetics 105, 332–345.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Nyquist WE
(1991) Estimation of heritability and prediction of selection response in plant populations. Critical Reviews in Plant Sciences 10, 235–322.
| Crossref | GoogleScholarGoogle Scholar |
Obara M,
Kajiura M,
Fukuta Y,
Yano M,
Hayashi M,
Yamaya T, Sato T
(2001) Mapping of QTLs associated with cytosolic glutamine synthetase and NADH-glutamate synthase in rice (Oryza sativa L.). Journal of Experimental Botany 52, 1209–1217.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |
Robinson N,
Fletcher A,
Whan A,
Critchley C,
von Wirén N,
Lakshmanan P, Schmidt S
(2007) Sugarcane genotypes differ in internal nitrogen use efficiency. Functional Plant Biology 34, 1122–1129.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Thorburn PJ,
Meier EA, Probert ME
(2005) Modelling nitrogen dynamics in sugarcane systems: recent advances and applications. Field Crops Research 92, 337–351.
| Crossref | GoogleScholarGoogle Scholar |
Vallis I,
Catchpoole VR,
Hughes RM,
Myers RJK,
Ridge DR, Weier KL
(1996) Recovery in plants and soils of N-15 applied as subsurface bands of urea to sugarcane. Australian Journal of Agricultural Research 47, 355–370.
| Crossref | GoogleScholarGoogle Scholar |
Weier KL
(1999) N2O and CH4 emission and CH4 consumption in a sugarcane soil after variation in nitrogen and water application. Soil Biology & Biochemistry 31, 1931–1941.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
Wu K,
Burnquist W,
Sorrells M,
Tew T,
Moore PH, Tanksley SD
(1992) The detection and estimation of linkage in polyploids using single-dose restriction fragments. Theoretical and Applied Genetics 83, 294–300.
| Crossref | GoogleScholarGoogle Scholar |
Yamaya T,
Obara M,
Nakajima H,
Sasaki S,
Hayakawa T, Sato T
(2002) Genetic manipulation and quantitative-trait loci mapping for nitrogen recycling in rice. Journal of Experimental Botany 53, 917–925.
| Crossref | GoogleScholarGoogle Scholar |
CAS |
PubMed |