Hostname: page-component-78c5997874-8bhkd Total loading time: 0 Render date: 2024-11-20T04:16:23.202Z Has data issue: false hasContentIssue false

Genetic markers associated with seed longevity and vitamin E in diverse Aus rice varieties

Published online by Cambridge University Press:  08 July 2020

Jae-Sung Lee
Affiliation:
T.T. Chang Genetic Resources Center, Strategic Innovation Platform, International Rice Research Institute, Los Baños, College, Laguna4031, Philippines
Jieun Kwak
Affiliation:
National Institute of Crop Science, Rural Development Administration, Suwon, Gyunggi-do, Republic of Korea
Fiona R. Hay*
Affiliation:
Department of Agroecology, Aarhus University, Forsøgsvej 1, 4200Slagelse, Denmark
*
Author for correspondence: Fiona R. Hay, E-mail: [email protected]

Abstract

Vitamin E is known to scavenge lipid peroxy radicals and has a purported role in preventing seed deterioration during storage. In our previous studies using 20 rice varieties from different variety groups, the specific ratio of vitamin E homologues rather than total vitamin E content was associated with seed longevity. To validate this result, we extended the experiment to a rice panel composed of 185 Aus (semi-wild rice) varieties. Seed longevity values were determined through storage experiments at 45°C and 10.9% seed moisture content (MC). Eight types of vitamin E homologues (α-, β-, γ- and δ-tocopherol/tocotrienol) were quantified by ultra-performance liquid chromatography. The theoretical initial viability in NED, Ki, was positively correlated with γ- and δ-tocopherols and negatively correlated with α-tocotrienol. The time for viability to fall to 50% during storage at elevated temperature and relative humidity, p50, was positively correlated with δ-tocopherol. The harvest MC was negatively correlated with all seed longevity traits. Taking this factor into account in a genome-wide association (GWA) analysis, we were able to correct false positives. A consistent major peak on chromosome 4 associated with −σ−1 was detected with a mixed linear analysis. Based on rice genome annotation and gene network ontology databases, we suggest that RNA modification, oxidation–reduction, protein–protein interactions and abscisic acid signal transduction play roles in seed longevity extension of Aus rice. Although major GWA regions were not overlapped across traits, three genetic markers, on chromosomes 1, 3 and 4, were associated with both δ-tocopherol and Ki and two markers on chromosome 1 and 8 were associated with both δ-tocopherol and p50.

Type
Research Paper
Copyright
Copyright © The Author(s), 2020. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Bin Rahman, ANMR and Zhang, J (2018) Preferential geographic distribution pattern of abiotic stress tolerant rice. Rice 11, 10. doi:10.1186/s12284-018-0202-9CrossRefGoogle ScholarPubMed
Bradbury, PJ, Zhang, Z, Kroon, DE, Casstevens, TM, Ramdoss, Y and Buckler, ES (2007) TASSEL: software for association mapping of complex traits in diverse samples. Bioinformatics 23, 26332635.CrossRefGoogle ScholarPubMed
Ellis, RH and Roberts, EH (1980) Improved equations for the prediction of seed longevity. Annals of Botany 45, 1330.Google Scholar
Famoso, AN, Zhao, K, Clark, RT, Tung, C-W, Wright, MH, Bustamante, C, Kochian, LV and McCouch, SR (2011) Genetic architecture of aluminum tolerance in rice (Oryza sativa) determined through genome-wide association analysis and QTL mapping. PLoS Genetics 7, e1002221. doi:10.1371/journal.pgen.1002221.CrossRefGoogle ScholarPubMed
Goufo, P and Trindade, H (2013) Rice antioxidants: phenolic acids, flavonoids, anthocyanins, proanthocyanidins, tocopherols, tocotrienols, c-oryzanol, and phytic acid. Food Science and Nutrition 2, 75104.CrossRefGoogle Scholar
Hay, FR, de Guzman, F and Hamilton, NRS (2015) Viability monitoring intervals for genebank samples of Oryza sativa. Seed Science and Technology 43, 218237.Google Scholar
Hay, FR, Valdez, R, Lee, J-S and Sta. Cruz, PC (2019) Seed longevity phenotyping: recommendations on research methodology. Journal of Experimental Botany 70, 425434.Google ScholarPubMed
Ho, M, Tsai, P and Chien, C (2006) F-box proteins: the key to protein degradation. Journal of Biomedical Science 13, 181191.CrossRefGoogle ScholarPubMed
Ijaq, J, Malik, G, Kumar, A, Das, PS, Meena, N, Bethi, N, Sundararajan, VS and Suravajhala, P (2019) A model to predict the function of hypothetical proteins through a nine-point classification scoring schema. BMC Bioinformatics 20, 14.CrossRefGoogle Scholar
ISTA (2018) International rules for seed testing 2018. Bassersdorf, Switzerland, The International Seed Testing Association.Google Scholar
Jiang, Q (2014) Natural forms of vitamin E: metabolism, antioxidant, and anti-inflammatory activities and their role in disease prevention and therapy. Free Radical Biology and Medicine 72, 7690.CrossRefGoogle ScholarPubMed
Kadoma, Y, Ishihara, M, Okada, N and Fujisawa, S (2006) Free radical interaction between vitamin E (alpha-, beta-, gamma- and delta-tocopherol), ascorbate and flavonoids. In Vivo 20, 823828.Google Scholar
Khush, GS (1997) Origin, dispersal, cultivation and variation of rice. Plant Molecular Biology 35, 2534.CrossRefGoogle ScholarPubMed
Kim, HJ (2014) Effect of α-, β-, γ-, and δ-tocotrienol on the oxidative stability of lard. Journal of the American Oil Chemists’ Society 91, 777782.Google Scholar
Ko, SN, Kim, CJ, Kim, H, Kim, CT, Chung, SH, Tae, BS and Kim, IH (2003) Tocol levels in milling fractions of some cereal grains and soybean. Journal of the American Oil Chemists’ Society 80, 585589.Google Scholar
Kretzschmar, T, Pelayo, MAF, Trijatmiko, KR, et al. (2015) A trehalose-6-phosphate phosphatase enhances anaerobic germination tolerance in rice. Nature Plants 1, 15124.Google ScholarPubMed
Lee, J-S, Kwak, J, Cho, J-H, Chebotarov, D, Yoon, M-R, Lee, J-S, Hamilton, NRS and Hay, FR (2019a) A high proportion of beta-tocopherol in vitamin E is associated with poor seed longevity in rice produced under temperate conditions. Plant Genetic Resources 4, 375378.CrossRefGoogle Scholar
Lee, J-S, Kwak, J, Yoon, M-R, Lee, JS and Hay, FR (2017) Contrasting tocol ratios associated with seed longevity in rice sub-populations. Seed Science Research 27, 273280.CrossRefGoogle Scholar
Lee, T, Oh, T, Yan, S, Shin, J, Hwang, S, Kim, CY, Kim, H, Shim, H, Shim, JE, Ronald, PC and Lee, I (2015) RiceNet v2: an improved network prioritization server for rice genes. Nucleic Acids Research 43, W122W127.CrossRefGoogle ScholarPubMed
Lee, J-S, Valdez, R, Punzalan, M, Pacleb, M, Kretzschmar, T, McNally, K, Ismail, AM, Sta Cruz, PS, Hamilton, NRS and Hay, FR (2019b) Variation in seed longevity among diverse Indica rice varieties. Annals of Botany 124, 447460.CrossRefGoogle Scholar
Lee, J-S, Wissuwa, M, Zamora, OB and Ismail, AM (2018) Novel sources of aus rice to zinc deficiency tolerance identified through association analysis using high-density SNP array. Rice Science 25, 293296.CrossRefGoogle Scholar
Leprince, O, Pellizzaro, A, Berriri, S and Buitink, J (2017) Late seed maturation: drying without dying. Journal of Experimental Botany 68, 827841.Google ScholarPubMed
Londo, J, Chiang, Y, Hung, K, Chiang, T and Schaal, B (2006) Phylogeography of Asian wild rice, Oryza rufipogon, reveals multiple independent domestications of cultivated rice, Oryza sativa. Proceedings of the National Academy of Sciences USA 103, 95789583.CrossRefGoogle ScholarPubMed
Manna, S (2015) An overview of pentatricopeptide repeat proteins and their applications. Biochimie 113, 9399.CrossRefGoogle ScholarPubMed
McCouch, SR, Wright, MH, Tung, C-W, Maron, LG, McNally, KL, Fitzgerald, M, Singh, N, DeClerck, G, Agosto-Perez, F, Korniliev, P, Greenberg, AJ, Naredo, MEB, Mercado, SMQ, Harrington, SE, Shi, Y, Branchini, DA, Kuser-Falcaõ, PR, Leung, H, Ebana, K, Yano, M, Eizenga, G, McClung, A and Mezey, J (2016) Open access resources for genome-wide association mapping in rice. Nature Communications 7, 10532.Google ScholarPubMed
Rodriguez, PL (1998) Protein phosphatase 2C (PP2C) function in higher plants. Plant Molecular Biology 38, 919–27.CrossRefGoogle ScholarPubMed
Sasaki, K, Takeuchi, Y, Miura, K, Yamaguchi, T, Ando, T, Ebitani, T, Higashitani, A, Yamaya, T, Yano, M and Sato, T (2015) Fine mapping of a major quantitative trait locus, qLG-9, that controls seed longevity in rice (Oryza sativa L.). Theoretical and Applied Genetics 128, 769778.CrossRefGoogle Scholar
Sattler, SE, Cahoon, EB, Coughlan, SJ and DellaPenna, D (2003) Characterization of tocopherol cyclases from higher plants and cyanobacteria. evolutionary implications for tocopherol synthesis and function. Plant Physiology 132, 21842195.Google ScholarPubMed
The 3,000 Rice Genomes Project (2014) The 3,000 rice genomes project. Giga Science 3, 7.CrossRefGoogle Scholar
Timple, SE and Hay, FR (2018) High-temperature drying of seeds of wild Oryza species intended for long-term storage. Seed Science and Technology 46, 107112.CrossRefGoogle Scholar
Wang, WS, Mauleon, R, Hu, ZQ, Chebotarov, D, Tai, SS, Wu, ZC, Li, M, Zheng, TQ, Fuentes, RR, Zhang, F, Mansueto, L, Copetti, D, Sanciangco, M, Palis, KC, Xu, JL, Chen, S, Fu, BY, Zhang, HL, Gao, YM, Zhao, XQ, Shen, F, Cui, X, Yu, H, Li, ZC, Chen, ML, Detras, J, Zhou, YL, Zhang, XY, Zhao, Y, Kudrna, D, Wang, CC, Li, R, Jia, B, Lu, JY, He, XC, Dong, ZT, Xu, JB, Li, YH, Wang, M, Shi, JX, Li, J, Zhang, DB, Lee, SH, Hu, WS, Poliakov, A, Dubchak, I, Ulat, VJ, Borja, FN, Mendoza, JR, Ali, J, Li, J, Gao, Q, Niu, YC, Yue, Z, Naredo, MEB, Talag, J, Wang, XQ, Li, JJ, Fang, XD, Yin, Y, Glaszmann, JC, Zhang, JW, Li, JY, Hamilton, RS, Wing, RA, Ruan, J, Zhang, GY, Wei, CC, Alexandrov, N, McNally, KL, Li, ZK and Leung, H (2018) Genomic variation in 3,010 diverse accessions of Asian cultivated rice. Nature 557, 4349.CrossRefGoogle ScholarPubMed
Whitehouse, KJ, Hay, FR and Ellis, RH (2015) Increases in the longevity of desiccation-phase developing rice seeds: response to high-temperature drying depends on harvest moisture content. Annals of Botany 116, 247259.Google ScholarPubMed
Whitehouse, KJ, Hay, FR and Ellis, RH (2017) High-temperature stress during drying improves subsequent rice (Oryza sativa L.) seed longevity. Seed Science Research 27, 281291.CrossRefGoogle Scholar
Whitehouse, KJ, Hay, FR and Ellis, RH (2018) Improvement in rice seed storage longevity from high-temperature drying is a consistent positive function of harvest moisture content above a critical value. Seed Science Research 28, 332339.CrossRefGoogle Scholar
Yang, Z, Zeng, X and Tsui, SK-W (2019) Investigating function roles of hypothetical proteins encoded by the Mycobacterium tuberculosis H37Rv genome. BMC Genomics 20, 394.Google ScholarPubMed
Supplementary material: File

Lee et al. supplementary material

Lee et al. supplementary material

Download Lee et al. supplementary material(File)
File 6.8 MB