Abstract
The QTL analysis of dead leaf rate (DLR) and dead seedling rate (DSR) during the seedling stage under salt or alkaline stress were conducted, in order to provide the scientific basis for the fine mapping and cloning of QTLs associated with salt or alkaline tolerance, and for the salt or alkaline tolerance of SSR marker assisted rice breeding. The recombinant inbred line (RIL) population F8 including 200 lines derived from the cross “Yiai 1 × Lishuinuo” were used in the study. The DLR and DSR of RIL and its parents were evaluated under 1.5 % NaCl of salt stress and pH8.7 to pH8.9 of alkaline stress, respectively. The results showed that DLR was a quantitative trait controlled by multiple genes, and DSR was a quantitative trait controlled by a few major genes and many other minor genes together under salt stress; DLR and DSR under alkaline stress were quantitative trait controlled by multiple genes. The genetic linkage map with 155 SSR markers which overlay the whole rice genome of 1541.5 cM and with the average distance of 9.95 cM between each two markers was constructed. Seven additive QTLs and three pairs of AA epistatic QTLs associated with DLR and DSR under salt or alkaline stress were identified, Of them, qDSRs8 - 1 with LOD of 6.54 and observed phenotypic variance of 15.96 % under salt stress, and qDLRa5 - 3 with LOD of 3.51 and observed phenotypic variance of 8.32 % under alkaline stress were new detected QTLs, which can be used in the breeding program in rice to get salt or alkaline tolerance rice cultivars in the future. The results also showed that excellent gene resource could be detected from any one rice germplasm; mechanisms for salt tolerance and alkaline tolerance in rice was different; additive QTLs were closely related with the resistance to salt injured in rice but epistatic effects of AA were closely related with the resistance to alkaline injured in rice.
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References
Akbar M, Yabuno T, Nakao S (1972) Breeding for saline resistant varieties of rice, variability for salt-tolerance among some rice varieties. Jpn J Breed 22:277–284
Allard RW (1996) Genetic basis of the evaluation of adaptedness in plants. Euphytica 92:1–11
Causse MA, Fulton TM, Cho YG, Ahn SN, Chunwongse J, Wu K, Xiao J, Yu J, Ronald PC, Harrington SE, Second G, McCouch SR, Tanksley SD (1994) Saturated molecular map of the rice genome based on an interspecific backcross population. Genetics 138:1251–1274
Chandan S, Amanjot S, Krishan K, Eduardo B, Anil G (2006) Salt stress response in rice: genetics, molecular biology, and comparative genomics. Funct Integr Genomics 6:263–284
Chen HT, Jiang H, Yan MX, Dong GJ, Qian Q, Guo LB (2008) QTL-mapping comparison of tolerance to alkali at germination period and early seeding stage between two different double haploid populations in rice. Mol Plant Breed 6(3):439–450 (in Chinese)
Cheng HT, Jiang H, Xue DW, Guo LB, Zeng DL, Zhang GH, Qian Q (2008) Mapping of QTLs underlying tolerance to alkali at germination and early seedling stages in rice. Acta Agron Sin 34(10):1719–1727 (in Chinese)
Cho YG, McCouch SR, Kuiper M, Kang MR, Pot J, Groenen JTM, Eun MY (1998) Integrated map of AFLP, SSLP and RFLP markers using a recombinant inbred population of rice(Oryza sativa L.). Theor Appl Genet 97:370–380
Cui F, Li J, Ding A, Zhao C, Wang L, Wang X, Li S, Bao Y, Li X, Feng D, Kong L, Wang H (2011) Conditional QTL mapping for plant height with respect to the length of the spike and internode in two mapping populations of wheat. Theor Appl Genet 122(8):1517–1536
Flower TJ (2004) Improving crop salt tolerance. J Exp Bot 396:399–409
Flowers TJ, Flowers SA (2005) Why does salinity pose such a difficult problem for plant breeders? Agric Water Manag 78:15–24
Flowers TJ, Yeo AR (1981) Variability in the resistance of sodium chloride salinity within rice(Oryza sativa L.) varieties. New Phytol 88:363–373
Flowers TJ, Koyama ML, Flowers SA, Sudhakar C, Singh KP, Yeo AR (2000) QTL: their place in engineering tolerance of rice to salinity. J Exp Bot 51:99–106
Gong JM, He P, Qian Q, Shen LS, Zhu LH, Chen SY (1998) Identification of QTLs for salt tolerance in rice. Chin Sci Bull Publ 43(17):1847–1850 (in Chinese)
Gregorio GB, Senadhira D (1993) Genetic analysis of salinity tolerance in rice (Oryza sativa L.). Theor Appl Genet 86:333–338
Gregorio GB, Senadhira D, Mendoza RD, Manigbas NL, Roxas JP, Guerta CQ (2002) Progress in breeding for salinity tolerance and associated abiotic stresses in rice. Field Crops Res 76:91–101
Grover A, Pental D (2003) Breeding objectives and requirements for producing transgenic for the major field crops of India. Curr Sci 84:310–320
Han LZ, Qiao YL, Cao GL, Zhang YY, An YP, Yea JD, Koh HJ (2005) QTL analysis on cold tolerance during early growth period in rice. Chin J Rice Sci 19:122–126 (in Chinese)
Hossein S, Atefeh S (2008) New evidence of QTLs attributed to salinity tolerance in rice. Afr J Biotechnol 7(24):4376–4383 17 December
Ikehashi H, Ponnamperuma FN (1978) Varietal tolerance of rice for adverse soils. Soils and Rice. IRRI, Los Banos, pp 801–823
Islam MR, Salam MA, Hassan L, Collard BCY, Singh RK, Gregorio GB (2011) QTL mapping for salinity tolerance at seedling stage in rice. Emir J Food Agric 23(2):137–146
Jafar A, Fotokian MH (2011) Identification and mapping of quantitative trait loci associated with salinity tolerance in rice (Oryza Sativa) using SSR markers. Iran J Biotechnol 9:1 January 2
Jiang LR, Wang W, Huang JX, Huang RY, Zheng JS, Huang YM, Wang HC (2009) Analysis of epistatic and QE interaction effects of QTLs for grain shape in rice. Mol Plant Breed 4(7):690–698 (in Chinese)
Jones MP (1985) Genetic analysis of salt tolerance in mangrove swamp rice. In Rice Genetics Proceeding of International Rice Genetics Symposium, IRRI 5:41–122
Kim DM, Ju HG, Kwon TR, Oh CS, Ahn SN (2009) Mapping qtls for salt tolerance in an introgression line population between japonica cultivars in rice. J Crop Sci Biotechnol 12(3):121–128
Korbe SA, Abdel ARM (1974) Effect of total salinity and type of salts on rice crop. Agric Res Rev 52:73–78
Lei DY, Xie FM, Xu JL, Chen LY (2008) QTLs mapping and epistasis analysis for grain shape and chalkiness degree of rice. Chin J Rice Sci 22(3):255–260 (in Chinese)
Lei DY, Che LY (2010) Mapping QTLs with epistatic effect and QTL × environmental interaction effect of heading date in rice. J Hunan Agric Univ 36(3):245–249 (in Chinese)
Li DJ, Sun CQ, Fu YC, Li C, Zhu ZF, Chen L, Cai HW, Wang XK (2002) Identification and mapping of genes for improving yield from Chinese common wild rice (O. rufipogon Griff.) using advanced backcross QTL analysis. Chin Sci Bull 47:1533–1537
Lin HX, Zhu MZ, Yano M, Gao JP, Liang ZW, Su WA, Hu XH, Ren ZH, Chao DY (2004) QTLs for Na+ and K+ uptake of the shoots and roots controlling rice salt tolerance. Theor Appl Genet 108:253–260
Liu RH, Meng JL (2003) Mapdraw: a microsoft excel macro for drawing genetic linkage maps based on given genetic linkage data. Hereditas 25(3):317–321 (in Chinese)
Lutts S, Kinet JM, Bouharmont J (1995) Changes in plant response to NaCl during development of rice (Oryza sativa L.) varieties differing in salinity resistance. J Exp Bot 46:1843–1852
Maas EV, Hoffman GJ (1977) Crop salt tolerance-current assessment. J Irrig Drain Div 103:115–134 Handb 60
MaCouch SR, Cho YG, Yang M, Paul E, Blinstrub M, Morishima H, Kinoshita T (1997) Report on QTL nomenclature. Rice Genet Newslett 14:11–13
McCouch SR, Kochert G, Yu ZH, Wang ZY, Khush GS, Coffman WR, Tanksley SD (1988) Molecular mapping of rice chromosomes. Theor Appl Genet 76:815–829
Moeljopawiro S, Ikehashi H (1981) Inheritance of salt tolerance in rice. Euphytica 30:291–300
Phillips PC (1998) The language of gene interaction. Genetics 149:1167–1171
Qi DL, Guo GZ, Lee MC, Zhang JG, Cao GL, Zhang SY, Suh SC, Zhou QY, Han LZ (2008) Identification of quantitative trait loci for the dead leaf rate and the seedling dead rate under alkaline stress in rice. J Genet Genomics 35:299–305
Qi DL, Guo GZ, Lee MC, Yang CG, Zhang JG, Cao GL, Zhang SY, Zhou QY, Han LZ (2009) Indentification of quantitative trait loci for alkaline tolerance at early seedling stage under alkaline stress in japonica rice. Acta Agron Sin 35(2):301–308 (in Chinese)
Qian Q, Seiji Y, Teng S, Zeng DL, Zhu LH, Chen SY (2003) Isolation, expression characteristics and chromosomal locations of three cDNA fragments under salt stress in rice. Acta Botanica Sinica 45(9):1090–1095
Qian YL, Wang H, Chen MY, Zhang LK, Chen BX, Cui JT, Liu HY, Zhu LH, Shi YY, Gao YM, Li ZK (2009) Detection of salt-tolerance QTL using BC2F3 yield selected introgression lines of rice (Oryza sativa L.). Mol Plant Breed 7(2):224–232 (in Chinese)
Rieseberg LH, Sinervo B, Linder CR, Ungerer MC, Arias DM (1996) Role of gene interactions in hybrid speciation: evidence from ancient and experimental hybrids. Science 272:741–745
Takehisa H, Shimodate T, Fukuta Y, Ueda T, Yano M, Yamaya T, Kameya T, Sato T (2004) Identification of quantitative trait loci for plant growth of rice in paddy field flooded with salt water. Field Crops Res 89:85–95
Tanveer UH, Javaid A, Jone G, Katherine A, Steeleand MK (2008) Genetic mapping of QTLs, controlling shoot fresh and dry weight under salt stress in rice (oryza satival.) cross between Co39 × moroberekan. Pak J Bot 40(6):2369–2381
Wang Z, Wu X, Ren Q, Chang X, Li R, Jing R (2010) QTL mapping for developmental behavior of plant height in wheat. (Triticum aestivum L.). Euphytica 174(3):447–458
Wright S (1980) Genetic and organismic selection. Evolution 34:825–843
Wu X, Wang Z, Chang X, Jing R (2010) Genetic dissection of the developmental behavious of plant height in wheat under diverse water regimes. J Exp Bot 61(11):2923–2937
Yang J, Sun Y, Cheng LR, Zhou Z, Wang Y, Zhu LH, Cang J, Xu JL, Li ZK (2009) Genetic background effect on QTL mapping for salt tolerance revealed by a set of reciprocal introgression line populations in rice. Acta Agron Sin 35(6):974–982 (in Chinese)
Yano M, Sasaki T (1997) Genetic and molecular dissection of quantitative traits in rice. Plant Mol Biol Report 35:145–153
Yeo AR, Flowers TJ (1986) Salinity resistance in rice (Oryza sativa L.) and a pyramiding approach to breeding varieties for saline soils. Austr J Plant Physiol 13:161–173
Zhang GY, Guo Y, Chen SL, Chen SY (1995) RFLP tagging of a salt tolerance gene in rice. Plant Sci 110:227–234
Zhang ZS, Xie C, Li ZY, Chen SY (1999) Expression of the plasma membrane H+ -ATPase gene in response to salt stress in a rice salt-tolerant mutant and its original variety. Theor Appl Genet 99:1006–1011
Zhang WH, Lin T, Zhang HX, Chen L, Shan L (2006) Transformed rice with salt tolerance-related genes of bruguiera sexan-gula by agrobacterium meditation. Acta Bot Boreali–Occident Sin 26:1106–1109 (in Chinese)
Zhao FM, Zhang GQ, Zeng RZ, Yang ZL, Ling YH, Sang XC, He GH (2011) Analysis of Epistatic and Additive Effects of QTLs for Grain Shape Using Single Segment Substitution Lines in Rice (Oryza sativa L.). Acta Agron Sin 37(3):469–476 (in Chinese)
Acknowledgments
We thank the Chinese National Germplasm Bank for providing the improved japonica rice seeds. This work was supported by the National Key Technology Research and Development Program of China (2013BAD01B02-2), the Project of 973 (2010CB125904-5), Science and Technology Innovation Project of CAAS and The platform of National Crop Germplasm Resources, the Protective Program of Crop Germplasm of China (NB2013-2130135-25-01), the Basic Work Project of the Ministry of Science and Technology (2007FY110500-12), the International Cooperation Project from National Institute of Crop Science, RDA (PJ00868505), the National Institute of Crop Science, RDA (PJ00871702).
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Jing-long Liang and Ying-ping Qu have contributed equally to this work.
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Liang, Jl., Qu, Yp., Yang, Cg. et al. Identification of QTLs associated with salt or alkaline tolerance at the seedling stage in rice under salt or alkaline stress. Euphytica 201, 441–452 (2015). https://doi.org/10.1007/s10681-014-1236-8
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DOI: https://doi.org/10.1007/s10681-014-1236-8