1
|
Perez RPA, Vezy R, Bordon R, Laisné T, Roques S, Rebolledo MC, Rouan L, Fabre D, Gibert O, De Raissac M. Combining modeling and experimental approaches for developing rice-oil palm agroforestry systems. JOURNAL OF EXPERIMENTAL BOTANY 2024; 75:4074-4092. [PMID: 38537200 DOI: 10.1093/jxb/erae137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Accepted: 03/26/2024] [Indexed: 07/11/2024]
Abstract
Monoculture systems in South East Asia are facing challenges due to climate change-induced extreme weather conditions, leading to significant annual production losses in rice and oil palm. To ensure the stability of these crops, innovative strategies like resilient agroforestry systems need to be explored. Converting oil palm (Elaeis guineensis) monocultures to rice (Oryza sativa)-based intercropping systems shows promise, but achieving optimal yields requires adjusting palm density and identifying rice varieties adapted to changes in light quantity and diurnal fluctuation. This paper proposes a methodology that combines a model of light interception with indoor experiments to assess the feasibility of rice-oil palm agroforestry systems. Using a functional-structural plant model of oil palm, the planting design was optimized to maximize transmitted light for rice. Simulation results estimated the potential impact on oil palm carbon assimilation and transpiration. In growth chambers, simulated light conditions were replicated with adjustments to intensity and daily fluctuation. Three light treatments independently evaluated the effects of light intensity and fluctuation on different rice accessions. The simulation study revealed intercropping designs that significantly increased light transmission for rice cultivation with minimal decrease in oil palm densities compared with conventional designs. The results estimated a loss in oil palm productivity of less than 10%, attributed to improved carbon assimilation and water use efficiency. Changes in rice plant architecture were primarily influenced by light quantity, while variations in yield components were attributed to light fluctuations. Different rice accessions exhibited diverse responses to light fluctuations, indicating the potential for selecting genotypes suitable for agroforestry systems.
Collapse
Affiliation(s)
- Raphaël P A Perez
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Rémi Vezy
- CIRAD, UMR AMAP, F-34398 Montpellier, France
- AMAP, Univ Montpellier, CNRS, CIRAD, INRAE, IRD, Montpellier, France
| | - Romain Bordon
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Thomas Laisné
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Sandrine Roques
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Maria-Camila Rebolledo
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Lauriane Rouan
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Denis Fabre
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Olivier Gibert
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| | - Marcel De Raissac
- CIRAD, UMR AGAP Institut, F-34398 Montpellier, France
- UMR AGAP Institut, Univ Montpellier, CIRAD, INRAE, Institut Agro, Montpellier, France
| |
Collapse
|
2
|
Lap B, Magudeeswari P, Tyagi W, Rai M. Genetic analysis of purple pigmentation in rice seed and vegetative parts - implications on developing high-yielding purple rice (Oryza sativa L.). J Appl Genet 2024; 65:241-254. [PMID: 38191812 DOI: 10.1007/s13353-023-00825-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 12/08/2023] [Accepted: 12/26/2023] [Indexed: 01/10/2024]
Abstract
Pigmentation in rice grains is an important quality parameter. Purple-coloured rice (Oryza sativa L.) indicates the presence of high anthocyanin with benefits of antioxidant properties. However, the genetic mechanism of grain colour is not fully understood. Therefore, the study focused on understanding pigmentation in grain pericarp and vegetative parts, and its relationship with blast resistance and enhanced grain yield. Three local cultivars from the northeastern region (NER) of India - Chakhao Poireiton (purple), Mang Meikri (light brown), and Kala Joha (white) - along with high-yielding varieties (HYVs) Shasharang (light brown) and Sahbhagi dhan (white) were used to develop biparental populations. The findings suggested that pigmentation in vegetative tissue was governed by the inter-allelic interaction of several genes. Haplotype analysis revealed that Kala3 complemented Kala4 in enhancing purple pigmentation and that Kala4 is not the only gene responsible for purple colour as evident by the presence of a desired allele for markers RID3 and RID4 (Kala4 locus) in Chakhao Poireiton and Kala Joha irrespective of their pericarp colour, implying the involvement of some other additional, unidentified genes/loci. RID3 and RID4 together with RM15191 (Kala3 locus) could be employed as a reliable marker set for marker-assisted selection (MAS). Pericarp colour was strongly correlated with colour in different vegetative parts, but showed a negative correlation with grain yield. Pb1, reported to be associated with panicle blast resistance, contributed to leaf blast resistance. Transgressive segregants for improved pigmentation and high yield were identified. The selection of lines exhibiting coloured pericarp, high anthocyanin content, aroma, blast resistance, and increased yield compared to their respective HYV parents will be valuable resources in the rice breeding programme.
Collapse
Affiliation(s)
- Bharati Lap
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences (CPGSAS), Central Agricultural University (Imphal), Umiam, Meghalaya, India
| | - P Magudeeswari
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences (CPGSAS), Central Agricultural University (Imphal), Umiam, Meghalaya, India
| | - Wricha Tyagi
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences (CPGSAS), Central Agricultural University (Imphal), Umiam, Meghalaya, India
- Present Address: CMBTE, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Patancheru, Telangana, India
| | - Mayank Rai
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences (CPGSAS), Central Agricultural University (Imphal), Umiam, Meghalaya, India.
| |
Collapse
|
3
|
Naveed M, Bansal U, Kaiser BN. Impact of low light intensity on biomass partitioning and genetic diversity in a chickpea mapping population. FRONTIERS IN PLANT SCIENCE 2024; 15:1292753. [PMID: 38362449 PMCID: PMC10867217 DOI: 10.3389/fpls.2024.1292753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Accepted: 01/15/2024] [Indexed: 02/17/2024]
Abstract
With recent climatic changes, the reduced access to solar radiation has become an emerging threat to chickpeas' drought tolerance capacity under rainfed conditions. This study was conducted to assess, and understand the effects of reduced light intensity and quality on plant morphology, root development, and identifying resistant sources from a Sonali/PBA Slasher mapping population. We evaluated 180 genotypes, including recombinant inbred lines (RILs), parents, and commercial checks, using a split-block design with natural and low light treatments. Low light conditions, created by covering one of the two benches inside two growth chambers with a mosquito net, reduced natural light availability by approximately 70%. Light measurements encompassed photosynthetic photon flux density, as well as red, and far-red light readings taken at various stages of the experiment. The data, collected from plumule emergence to anthesis initiation, encompassed various indices relevant to root, shoot, and carbon gain (biomass). Statistical analysis examined variance, treatment effects, heritability, correlations, and principal components (PCs). Results demonstrated significant reductions in root biomass, shoot biomass, root/shoot ratio, and plant total dry biomass under suboptimal light conditions by 52.8%, 28.2%, 36.3%, and 38.4%, respectively. Plants also exhibited delayed progress, taking 9.2% longer to produce their first floral buds, and 19.2% longer to commence anthesis, accompanied by a 33.4% increase in internodal lengths. A significant genotype-by-environment interaction highlighted differing genotypic responses, particularly in traits with high heritability (> 77.0%), such as days to anthesis, days to first floral bud, plant height, and nodes per plant. These traits showed significant associations with drought tolerance indicators, like root, shoot, and plant total dry biomass. Genetic diversity, as depicted in a genotype-by-trait biplot, revealed contributions to PC1 and PC2 coefficients, allowing discrimination of low-light-tolerant RILs, such as 1_52, 1_73, 1_64, 1_245, 1_103, 1_248, and 1_269, with valuable variations in traits of interest. These RILs could be used to breed desirable chickpea cultivars for sustainable production under water-limited conditions. This study concludes that low light stress disrupts the balance between root and shoot morphology, diverting photosynthates to vegetative structures at the expense of root development. Our findings contribute to a better understanding of biomass partitioning under limited-light conditions, and inform breeding strategies for improved drought tolerance in chickpeas.
Collapse
Affiliation(s)
- Muhammad Naveed
- Centre for Carbon, Water and Food, The University of Sydney, NSW, Australia
- School of Life and Environmental Sciences, The University of Sydney, NSW, Australia
| | - Urmil Bansal
- School of Life and Environmental Sciences, The University of Sydney, NSW, Australia
- Sydney Institute of Agriculture, The University of Sydney, NSW, Australia
- Plant Breeding Institute, Cobbitty, The University of Sydney, NSW, Australia
| | - Brent N. Kaiser
- Centre for Carbon, Water and Food, The University of Sydney, NSW, Australia
- School of Life and Environmental Sciences, The University of Sydney, NSW, Australia
- Sydney Institute of Agriculture, The University of Sydney, NSW, Australia
| |
Collapse
|
4
|
T V N, S R, R L R. Evaluation of diverse soybean genotypes for seed longevity and its association with seed coat colour. Sci Rep 2023; 13:4313. [PMID: 36922554 PMCID: PMC10017797 DOI: 10.1038/s41598-023-31071-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 03/06/2023] [Indexed: 03/17/2023] Open
Abstract
Sixty genotypes with different seed coat colour and seed sizes were evaluated for seed longevity under both natural and accelerated ageing over seasons. The genotypes were grown during rabi, 2018, and summer, 2021, and freshly harvested seeds were used. For natural ageing, seeds were stored in a cloth bag in ambient condition and were removed at bimonthly intervals till 20 months. Accelerated ageing was carried out as per International Seed Testing Association (ISTA) guidelines. The germination percentage after natural and accelerated ageing over two seasons was determined. The correlation between two seasons of accelerated ageing and month-wise natural ageing was highly significant. The principal component analysis (PCA) using seed longevity grouped the majority of black genotypes into a separate cluster. Higher seed longevity was associated with black seed coat colour and small seed size. Microsatellite marker-based clustering also produced a separate cluster for majority of black genotypes and grouped the genotypes into a large number of clusters suggesting high diversity in the plant material. Two black seed coat colour genotypes, ACC No.369 and ACC No.39 consistently showed higher longevity under natural and both the years of accelerated ageing and serve as a source of alleles for higher seed longevity in soybean.
Collapse
Affiliation(s)
- Naflath T V
- Department of Seed Science and Technology, College of Agriculture, UAS, GKVK, Bangalore, Karnataka, 560 065, India
| | - Rajendraprasad S
- Department of Seed Science and Technology, College of Agriculture, UAS, GKVK, Bangalore, Karnataka, 560 065, India
| | - Ravikumar R L
- Department of Plant Biotechnology, College of Agriculture, UAS, GKVK, Bangalore, Karnataka, 560 065, India.
| |
Collapse
|
5
|
Sekhar S, Das S, Panda D, Mohanty S, Mishra B, Kumar A, Navadagi DB, Sah RP, Pradhan SK, Samantaray S, Baig MJ, Behera L, Mohapatra T. Identification of microRNAs That Provide a Low Light Stress Tolerance-Mediated Signaling Pathway during Vegetative Growth in Rice. PLANTS (BASEL, SWITZERLAND) 2022; 11:plants11192558. [PMID: 36235424 PMCID: PMC9614602 DOI: 10.3390/plants11192558] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/16/2022] [Accepted: 09/22/2022] [Indexed: 05/27/2023]
Abstract
Low light intensity affects several physiological parameters during the different growth stages in rice. Plants have various regulatory mechanisms to cope with stresses. One of them is the differential and temporal expression of genes, which is governed by post-transcriptional gene expression regulation through endogenous miRNAs. To decipher low light stress-responsive miRNAs in rice, miRNA expression profiling was carried out using next-generation sequencing of low-light-tolerant (Swarnaprabha) and -sensitive (IR8) rice genotypes through Illumina sequencing. Swarnaprabha and IR8 were subjected to 25% low light treatment for one day, three days, and five days at the active tillering stage. More than 43 million raw reads and 9 million clean reads were identified in Swarnaprabha, while more than 41 million raw reads and 8.5 million clean reads were identified in IR8 after NGS. Importantly, 513 new miRNAs in rice were identified, whose targets were mostly regulated by the genes involved in photosynthesis and metabolic pathways. Additionally, 114 known miRNAs were also identified. Five novel (osa-novmiR1, osa-novmiR2, osa-novmiR3, osa-novmiR4, and osa-novmiR5) and three known (osa-miR166c-3p, osa-miR2102-3p, and osa-miR530-3p) miRNAs were selected for their expression validation through miRNA-specific qRT-PCR. The expression analyses of most of the predicted targets of corresponding miRNAs show negative regulation. Hence, miRNAs modulated the expression of genes providing tolerance/susceptibility to low light stress. This information might be useful in the improvement of crop productivity under low light stress.
Collapse
Affiliation(s)
- Sudhanshu Sekhar
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Swagatika Das
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Darshan Panda
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Soumya Mohanty
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Baneeta Mishra
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Awadhesh Kumar
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | | | - Rameswar Prasad Sah
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Sharat Kumar Pradhan
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Sanghamitra Samantaray
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Mirza Jaynul Baig
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Lambodar Behera
- Crop Improvement Division, ICAR-National Rice Research Institute (NRRI), Cuttack 753006, India
| | - Trilochan Mohapatra
- Former Secretary DARE, DG, ICAR, Government. of India, New Delhi 11001, India
| |
Collapse
|
6
|
Yamuangmorn S, Jumrus S, Jamjod S, Sringarm K, Arjin C, Prom-u-thai C. Responses of purple rice variety to light intensities and soil zinc application on plant growth, yield and bioactive compounds synthesis. J Cereal Sci 2022. [DOI: 10.1016/j.jcs.2022.103495] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
|
7
|
Wu J, Lu Y, Di D, Cai Y, Zhang C, Kronzucker HJ, Shi W, Gu K. OsGF14b is involved in regulating coarse root and fine root biomass partitioning in response to elevated [CO 2] in rice. JOURNAL OF PLANT PHYSIOLOGY 2022; 268:153586. [PMID: 34906796 DOI: 10.1016/j.jplph.2021.153586] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 11/30/2021] [Accepted: 11/30/2021] [Indexed: 06/14/2023]
Abstract
Elevated [CO2] can increase rice biomass and yield, but the degree of this increase varies substantially among cultivars. Little is known about the gene loci involved in the acclimation and adaptation to elevated [CO2] in rice. Here, we report on a T-DNA insertion mutant in japonica rice exhibiting a significantly enhanced response to elevated [CO2] compared with the wild type (WT). The root biomass response of the mutant was higher than that of the WT, and this manifested in the number of adventitious roots, the average diameter of roots, and total root length. Furthermore, coarse roots (>0.6 mm) and thin lateral roots (<0.2 mm) were more responsive to elevated [CO2] in the mutant. When exposed to lower light intensity, however, the response of the mutant to elevated [CO2] was not superior to that of the WT, indicating that the high response of the mutant under elevated [CO2] was dependent on light intensity. The T-DNA insertion site was located in the promoter region of the OsGF14b gene, and insertion resulted in a significant decrease in OsGF14b expression. Our results indicate that knockout of OsGF14b may improve the response to elevated [CO2] in rice by enhancing carbon allocation to coarse roots and to fine lateral roots.
Collapse
Affiliation(s)
- Jingjing Wu
- Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing, Jiangsu, 210014, China.
| | - Yufang Lu
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China.
| | - Dongwei Di
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China.
| | - Yue Cai
- Lixiahe Agricultural Research Institute of Jiangsu Province, Yangzhou, 225007, China.
| | - Chuanhui Zhang
- Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing, Jiangsu, 210014, China.
| | - Herbert J Kronzucker
- Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, V6T 1Z4, Canada; School of BioSciences, The University of Melbourne, Parkville, VIC, 3010, Australia.
| | - Weiming Shi
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, 210008, China.
| | - Kejun Gu
- Institute of Food Crops, Jiangsu Academy of Agricultural Sciences, Nanjing, Jiangsu, 210014, China.
| |
Collapse
|
8
|
DeWeese KJ, Osborne MG. Understanding the metabolome and metagenome as extended phenotypes: The next frontier in macroalgae domestication and improvement. JOURNAL OF THE WORLD AQUACULTURE SOCIETY 2021; 52:1009-1030. [PMID: 34732977 PMCID: PMC8562568 DOI: 10.1111/jwas.12782] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 02/25/2021] [Indexed: 06/01/2023]
Abstract
"Omics" techniques (including genomics, transcriptomics, metabolomics, proteomics, and metagenomics) have been employed with huge success in the improvement of agricultural crops. As marine aquaculture of macroalgae expands globally, biologists are working to domesticate species of macroalgae by applying these techniques tested in agriculture to wild macroalgae species. Metabolomics has revealed metabolites and pathways that influence agriculturally relevant traits in crops, allowing for informed crop crossing schemes and genomic improvement strategies that would be pivotal to inform selection on macroalgae for domestication. Advances in metagenomics have improved understanding of host-symbiont interactions and the potential for microbial organisms to improve crop outcomes. There is much room in the field of macroalgal biology for further research toward improvement of macroalgae cultivars in aquaculture using metabolomic and metagenomic analyses. To this end, this review discusses the application and necessary expansion of the omics tool kit for macroalgae domestication as we move to enhance seaweed farming worldwide.
Collapse
Affiliation(s)
- Kelly J DeWeese
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, California, Los Angeles
| | - Melisa G Osborne
- Molecular and Computational Biology Section, Department of Biological Sciences, University of Southern California, California, Los Angeles
| |
Collapse
|
9
|
Low Light/Darkness as Stressors of Multifactor-Induced Senescence in Rice Plants. Int J Mol Sci 2021; 22:ijms22083936. [PMID: 33920407 PMCID: PMC8069932 DOI: 10.3390/ijms22083936] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 04/06/2021] [Accepted: 04/08/2021] [Indexed: 12/11/2022] Open
Abstract
Leaf senescence, as an integral part of the final development stage for plants, primarily remobilizes nutrients from the sources to the sinks in response to different stressors. The premature senescence of leaves is a critical challenge that causes significant economic losses in terms of crop yields. Although low light causes losses of up to 50% and affects rice yield and quality, its regulatory mechanisms remain poorly elucidated. Darkness-mediated premature leaf senescence is a well-studied stressor. It initiates the expression of senescence-associated genes (SAGs), which have been implicated in chlorophyll breakdown and degradation. The molecular and biochemical regulatory mechanisms of premature leaf senescence show significant levels of redundant biomass in complex pathways. Thus, clarifying the regulatory mechanisms of low-light/dark-induced senescence may be conducive to developing strategies for rice crop improvement. This review describes the recent molecular regulatory mechanisms associated with low-light response and dark-induced senescence (DIS), and their effects on plastid signaling and photosynthesis-mediated processes, chloroplast and protein degradation, as well as hormonal and transcriptional regulation in rice.
Collapse
|
10
|
Bhutia KL, Nongbri EL, Sharma TO, Rai M, Tyagi W. A 1.84-Mb region on rice chromosome 2 carrying SPL4, SPL5 and MLO8 genes is associated with higher yield under phosphorus-deficient acidic soil. J Appl Genet 2021; 62:207-222. [PMID: 33409935 DOI: 10.1007/s13353-020-00601-4] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 11/20/2020] [Accepted: 11/26/2020] [Indexed: 11/29/2022]
Abstract
Phosphorus (P) deficiency is one of the major limiting factors for rice productivity with only one locus (PSTOL1) available for field based application. A biparental mapping population (F6) derived from two P deficiency tolerant genotypes (Sahbhagi Dhan (SD) (PSTOL1+) and Chakhao Poreiton (CP) (PSTOL1-)), in which, transcriptome data generated from our lab had previously shown existence of diverse mechanisms was used to identify novel regions for better yield under lowland acidic soils. Phenotyping at F4, F5 and F6 generations revealed significant correlation between traits like tiller number at 30 days (TN 30), tiller number at 60 days (TN 60), filled grains (FG), percent spikelet fertility (SF%), panicle number (PN) and grain yield per panicle (GYPP) and also association with better yield/performance under low P acidic soil conditions. Through selected genotyping on a set of forty superior and inferior lines using SSR, candidate gene-based and SNP polymorphic markers, 5 genomic regions associated with various yield-related traits were identified. Marker trait association studies revealed 13 markers significantly associated with yield attributing traits and PUE under lowland acidic field conditions. Chi-square and regression analyses of markers run on the entire population identified seven and six markers for SF% and GYPP, respectively, and two for biological yield with positive allele derived from SD which constitute a novel 1.847-Mb region on chromosome 2 flanked by two markers RM12550 and PR9-2. Expression analysis of 7 candidate genes lying within this region across SD, CP and two low P susceptible rice genotypes has revealed that expression of four genes including SPL4, SPL5, ACA9 and MLO8 is significantly upregulated only in SD under low P conditions. In CP, there is low expression of MLO8 under low P conditions, whereas SPL4, SPL5 and Os02g08120 are downregulated. In the case of the two susceptible genotypes, there is no expression of Os02g08120 either in optimum or limiting conditions. Sequence data across a panel of 3024 rice genotypes also suggests that there is polymorphism for these differentially expressed genes. The genes and underlying markers identified on chromosome 2 will be key to imparting tolerance to low P in diverse genetic backgrounds and for marker-assisted selection for higher yield under lowland acidic conditions.
Collapse
Affiliation(s)
- Karma Landup Bhutia
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umiam, Meghalaya, India.,CBS&H, Dr. Rajendra Prasad Central Agricultural University, Pusa, Bihar, India
| | - Ernieca Lyngdoh Nongbri
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umiam, Meghalaya, India
| | - Takhenchangbam Oshin Sharma
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umiam, Meghalaya, India
| | - Mayank Rai
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umiam, Meghalaya, India
| | - Wricha Tyagi
- School of Crop Improvement, College of Post Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umiam, Meghalaya, India.
| |
Collapse
|
11
|
Ganguly S, Saha S, Vangaru S, Purkayastha S, Das D, Saha AK, Roy A, Das S, Bhattacharyya PK, Mukherjee S, Bhattacharyya S. Identification and analysis of low light tolerant rice genotypes in field conditions and their SSR-based diversity in various abiotic stress tolerant lines. J Genet 2020. [DOI: 10.1007/s12041-020-01249-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
|
12
|
Bhutia KL, Nongbri EL, Gympad E, Rai M, Tyagi W. In silico characterization, and expression analysis of rice golden 2-like (OsGLK) members in response to low phosphorous. Mol Biol Rep 2020; 47:2529-2549. [PMID: 32086721 DOI: 10.1007/s11033-020-05337-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Revised: 02/12/2020] [Accepted: 02/18/2020] [Indexed: 10/25/2022]
Abstract
The availability of phosphorus (P) affects productivity of rice. Under acidic soil conditions (pH < 5.5), P is rapidly immobilized in the soil. Several transcription factors play an important role in low Pi tolerance response, including MYB family members but their role in acidic soil is yet unknown. In this study, genome wide identification and characterization of golden 2-like (GLK) members belonging to GARP superfamily from rice (OsGLK) led to identification of 46 members distributed over 12 chromosomes. We assigned gene nomenclature, analyzed gene structure and identified mutant orthologs and phenotypes in maize and rice, respectively. On the basis of biological functions three categories viz., (a) two-component response regulator (five members), (b) putative transcription factor (21 members) and (c) phosphate starvation response (8 members) were identified. Phylogenetic analysis revealed a total of nine subgroups with MYB homeodomain-like and MYB CC-type domains conserved across members. Expression profiling of OsGLKs in response to 24 and 48 h of low Pi in four contrasting rice genotypes, revealed significantly higher expression of OsGLK10, OsGLK15, OsGLK22 and OsGLK30 in tolerant genotypes as compared to susceptible genotypes, suggesting their role in Pi starvation tolerance. Meta analyses and cis-regulatory elements (CREs) profiling of OsGLK showed diverse expression pattern in various tissues and organs and also modulation in response to various abiotic and biotic stresses. Our results highlight the versatile role of this diverse and complex GLK family, in particular to abiotic stress. These genes will form the basis of future studies on low Pi tolerance in acidic soils.
Collapse
Affiliation(s)
- Karma Landup Bhutia
- School of Crop Improvement, College of Post-Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umroi Road, Umiam, 793103, Meghalaya, India
| | - Ernieca Lyngdoh Nongbri
- School of Crop Improvement, College of Post-Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umroi Road, Umiam, 793103, Meghalaya, India
| | - Ebenazar Gympad
- School of Crop Improvement, College of Post-Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umroi Road, Umiam, 793103, Meghalaya, India
| | - Mayank Rai
- School of Crop Improvement, College of Post-Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umroi Road, Umiam, 793103, Meghalaya, India
| | - Wricha Tyagi
- School of Crop Improvement, College of Post-Graduate Studies in Agricultural Sciences, Central Agricultural University (Imphal), Umroi Road, Umiam, 793103, Meghalaya, India.
| |
Collapse
|