Development of molecular markers associated with early heading date in F2 populations of RD79 rice variety and RD43 fragrant glutinous rice line

Main Article Content

Patomporn Inchonbot
Yuppayao Kophimai
Krisana Lanumteang
Varaporn Sangtong

Abstract

The heading date of rice is a significant agricultural characteristic affecting its adaptation to the environment, with direct implications for both quantity and quality of rice yield. The heading date is a quantitative trait controlled by multiple gene pairs and is influenced by the environment, especially the length of the photoperiod. The purpose of this research was to develop molecular markers associated with an early heading date in the F2 population resulting from the cross between the RD79 rice variety (female parent) and the RD43 fragrant glutinous rice line with an early heading date (male parent), studying both in natural long-day (NLD) and natural short-day (NSD) conditions. The female and male parent rice cultivars were analyzed using whole genome sequencing (WGS) to analyze and identify variations in single nucleotide polymorphisms (SNPs) and insertion/deletion (InDel) positions within the exons of genes controlling the early heading date. Subsequently, molecular markers were developed, which are associated with specific gene regions and enabling clear distinction between the female and male parents. Molecular markers were subsequently employed to establish a correlation with the early heading date of the F2 population under NLD and NSD. Through simple regression analysis, it was observed that the genotypes of molecular markers located at the Hd5 gene exhibited the highest relationship with the early heading date, achieving the coefficient of determination (R-squared; R2) value of 50.94% in NLD and 54.81% in NSD. Furthermore, a multiple regression analysis was conducted to examine the relationship between molecular markers and the early heading date, it was found that the model incorporated the use of molecular markers located within specific gene regions of Hd5 and RFT1 genes. The combined model exhibited the most substantial association with the early heading date, yielding R2 values of 76.51% in NLD and 68.25% in NSD. 

Article Details

How to Cite
Inchonbot, P., Kophimai, Y., Lanumteang, K., & Sangtong, V. . (2024). Development of molecular markers associated with early heading date in F2 populations of RD79 rice variety and RD43 fragrant glutinous rice line. Khon Kaen Agriculture Journal, 52(2), 321–340. retrieved from https://li01.tci-thaijo.org/index.php/agkasetkaj/article/view/260286
Section
บทความวิจัย (research article)

References

กองวิจัยและพัฒนาข้าว กรมการข้าว. 2563. องค์ความรู้เรื่องข้าว. แหล่งข้อมูล http://www.ricethailand.go.th/ rkb3/Disease.htm. ค้นเมื่อ 31 ตุลาคม 2563.

การเงินธนาคาร. 2563. ส่งออกข้าวไทยปี 63 ทรุดต่อเนื่อง มุ่งพัฒนาข้าวขาวพื้นนิ่ม เพื่อเป็น Fighting Product. แหล่งข้อมูล https://www.moneyandbanking.co.th/article/news/kreserch-thairice-01042020/. ค้นเมื่อ 30 สิงหาคม 2564.

ชัยวัฒน์ สร้อยเจริญสุข. 2566. แนวโน้มธุรกิจ/อุตสาหกรรม 2566-2568: อุตสาหกรรมข้าว. แหล่งข้อมูล: https://www.krungsri.com/th/research/industry/industry-outlook/agriculture/rice/io/io-rice-2023-2025. ค้นเมื่อ 9 ธันวาคม 2566.

ฐานเศรษฐกิจ. 2562. ส่องอนาคต “กข79” รุ่งหรือร่วง. แหล่งข้อมูล https://www.thansettakij.com/content /Macro_econ/412010. ค้นเมื่อ 30 สิงหาคม 2564.

ฐานเศรษฐกิจ. 2563. เดินตามแผน “บิ๊กตู่” ปั้นข้าวกข79 ป้อนตลาดโลก. แหล่งข้อมูล https://www.thansettakij. com/business/438286. ค้นเมื่อ 30 สิงหาคม 2564.

ประชาชาติธุรกิจ. 2564. เศรษฐกิจในประเทศ เฟ้นหา “พันธุ์ข้าวใหม่” กู้ส่งออก 4 เดือนไทยตกอันดับ. แหล่งข้อมูล: https://www.prachachat.net/economy/news-678734. ค้นเมื่อ 1 กรกฎาคม 2564.

สมถวิล วิจิตรวรรณา. 2565. สถิติความสัมพันธ์: เลือกใช้อย่างไร. วารสารมนุษยศาสตร์และ สังคมศาสตร์ มหาวิทยาลัยราชพฤกษ. 8(2): 1-15.

สำนักงานพัฒนาวิทยาศาสตร์และเทคโนโลยีแห่งชาติ. 2564. "จีโนมข้าว" ตัวเร่งการพัฒนาพันธุ์ข้าวไทย. แหล่งข้อมูล https://www.nstda.or.th/home/performance_post/rice-genome/. ค้นเมื่อ 26 กันยายน 2564.

Doi, K., T. Izawa, T. Fuse, U. Yamanouchi, T. Kubo, Z. Shimatani, M. Yano, and A. Yoshimura. 2004. Ehd1, a B-type response regulator in rice, confers short-day promotion of flowering and controls FT-Iike gene expression independently of Hd1. Journal of Genes and Development. 18: 926-936.

Fujino, K., U. Yamanouchi, and M. Yano. 2013. Roles of the Hd5 gene controlling heading date for adaptation to the north ern limits of rice cultivation. Journal of Theoretical and Applied Genetics. 126: 611-618.

Hayama, R., S. Yokoi, S. Tamaki, M. Yano, and K. Shimamoto. 2003. Adaptation of photoperiodic control pathways produces short-day flowering in rice. Journal of Nature. 422: 719-722.

Kim, S. L., S. Lee, H. J. Kim, H. G. Nam, and G. An. 2007. OsMADS51 is a short-day flowering promoter that functions upstream of Ehd1, OsMADS14, and Hd3a. Journal of Plant Physiology. 145: 1484-1494.

Kojima, S., Y. Takahashi, Y. Kobayashi, L. Monna, T. Sasaki, T. Araki, and M. Yano. 2002. Hd3a, a rice ortholog of the Arabidopsis FT gene, promotes transition to flowering downstream of Hd1 under short-day conditions. Journal of Plant Cell Physiology. 43: 1096-1105.

Komiya, R., A. Ikegami, S. Tamaki, S. Yokoi, and K. Shimamoto. 2008. Hd3a and RFT1 are essential for flowering in rice. Journal of Development. 135: 767-774.

Komiya, R., S. Yokoi and K. Shimamoto. 2009. A gene network for long-day flowering activates RFT1 encoding a mobile flowering signal in rice. Journal of Development. 136: 3443-3450.

Laloum, T., S.D. Mita, P. Gamas, M. Baudin, and A. Niebel. 2013. CCAAT-box binding transcription factors in plants: Y so many ?. Journal of Trends in Plant Science. 18: 157-166.

Lee, Y. S., and G. An. 2015. Complex regulatory networks of flowering time in rice. Journal of Rice Research: Open Access. 3: 141.

Lin, H. X., T. Yamamoto, T. Sasaki, and M. Yano. 2000. Characterization and detection of epistatic interactions of three QTLs, Hd1, Hd2 and Hd3, controlling heading date in rice using nearly isogenic lines. Journal of Theoretical and Applied Genetics. 101: 1021-1028.

Nonoue, Y., K. Fujino, Y. Hirayama, U. Yamanouchi, S. Lin, and M. Yano. 2008. Detection of quantitative trait loci con trolling extremely early heading in rice. Journal of Theoretical and Applied Genetics. 116: 715-722.

Ogiso-Tanaka, E., K. Matsubara, S. Yamamoto, Y. Nonoue, J. Wu, H. Fujisawa, H. Ishikubo, T. Tanaka, T. Ando, T. Matsumoto, and M. Yano. 2013. Natural variation of the RICE FLOWERING LOCUS T 1 contributes to flowering time divergence in rice. Journal of PLoS One. 8(10): e75959.

Ryu, C. H., S. Lee, S. L. Kim, Y. S. Lee, S. C. Choi, H. J. Jeong, J. Yi, S. J. Park, C. D. Han, and G. An. 2009. OsMADS50 and OsMADS56 function antagonistically in regulating long day (LD)-dependent flowering in rice. Journal of Plant, Cell and Environment. 32: 1412-1427.

Takahashi, Y., K. M. Teshima, S. Yokoi, H. Innan, and K. Shimamoto. 2009. Variations in Hd1 proteins, Hd3a promoters, and Ehd1 expression levels contribute to diversity of flowering time in cultivated rice. Journal of Proceedings of the National Academy of Sciences. 106: 4555–4560.

Tsuji, H., S. Tamaki, R. Komiya, and K. Shimamoto. 2008. Florigen and the photoperiodic control of flowering in rice. Journal of Rice. 1: 25-35.

Vergara, B. S., and T.-T. Chang. 1985. The flowering response of the rice plant to photoperiod: a review of the literature. 4th Edition. IRRI, Los Baños.

Wei, X., J. Xu, H. Guo, L. Jiang, S. Chen, C. Yu, Z. Zhou, P. Hu, H. Zhai, and J. Wan. 2010. DTH8 suppresses flowering in rice, influencing plant height and yield potential simultaneously. Journal of Plant Physiology. 153: 1747-1758.

Xue, W., Y. Xing, X. Weng, Y. Zhao, W. Tang, L. Wang, H. Zhou, S. Yu, C. Xu, X. Li, and Q. Zhang. 2008. Natural variation in Ghd7 is an important regulator of heading date and yield potential in rice. Journal of Nature Genetics. 40: 761-767.

Yano, M., Y. Katayose, M. Ashikari, U. Yamanouchi, L. Monna, T. Fuse, T. Baba, K. Yamamoto, Y. Umehara, Y. Nagamura, and T. Sasaki. 2000. Hd1, a major photoperiod sensitivity quantitative trait locus in rice, is closely related to the arabidopsis flowering time gene CONSTANS. Journal of The Plant Cell. 12: 2473-2483.