Rice Science

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Long-Range Admixture Linkage Disequilibrium and Allelic Responses of Sub1 and TPP7 under Consecutive Stresses in Rice Validated Through Mendelian Randomization

  1. Crop Improvement Division, ICAR-National Rice Research Institute, Cuttack 753006, India; Department of Seed Science and Technology, College of Agriculture, OUAT, Bhubaneswar 751003, India; Department of Biochemistry and Crop Physiology, Centurion University of Technology and Management, Paralakhemundi 761211, India; Crop Protection Division, ICAR-National Rice Research Institute, Cuttack 753006, India; Crop Production Division, ICAR-National Rice Research Institute, Cuttack 753006, India
  • Contact: Parameswaran CHIDAMBARANATHAN; Priyadarsini SANGHAMITRA
  • Supported by:

    We sincerely acknowledge the Director General, ICAR, New Delhi and the Director, ICAR-NRRI, Cuttack for providing research facilities to carry out this work. We also acknowledge the assistance of Dr. Raj Kishore Sahoo, Mr. Suman Sarkar, and Mr. Rudra Prasad Khuntia for their help with the phenotyping experiment, as well as Dr. Bhaskar Chandra Patra, Dr. Annamalai Anandan, Dr. Ramlakhan Verma, Dr. Rameswar Prasad Sah and Dr. Sushanta Kumar Dash for providing the necessary equipment’s and facilities.

Abstract:

Consecutive stresses, such as initial submergence during germination followed by water deficit during the seedling stage, pose significant challenges to direct-seeded rice (DSR) cultivation. In our initial linkage disequilibrium analysis, Sub1 and Dro1 (Δbp: 10 mbp), Sub1 and TPP7 (Δbp: 6 mbp) were identified to exhibit long-range linkage disequilibrium (LRLD: r2 = 0.43) and meta-QTL analysis further revealed that Sub1 and TPP7 co-segregated for tolerance to submergence at germination and seedling stages. Based on this, we hypothesized that LRLD might influence plant responses to consecutive stresses. To test this hypothesis, we developed a structured recombinant inbred line population from a cross between N22 and Bhalum 2, with alleles (Sub1 and TPP7) in linkage equilibrium. Mendelian Randomization analysis validated that the parental alleles, rather than recombinant alleles of Sub1 and TPP7, significantly influenced 13 out of 41 traits under consecutive stress conditions. Additionally, 16 minor additive effect QTLs were detected between the genomic regions spanning Sub1 and TPP7 for various traits. A single allele difference between these genomic regions enhanced crown root number, root dry weight, and specific root area by 11.45%, 15.69%, and 33.15%, respectively, under flooded germination conditions. Candidate gene analysis identified WAK79 and MRLK59 as regulators of stress responses during flooded germination, recovery, and subsequent water deficit conditions. These findings highlight the critical role of parental allele combinations and genomic regions between Sub1 and TPP7 to regulate the stress response under consecutive stresses. Favourable haplotypes derived from these alleles could be utilized to improve stress resilience in direct seeded rice.

Key words: anaerobic germination, consecutive stress, long-range linkage disequilibrium, rice, water deficit, mendelian randomization