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Abbai R, Golan G, Longin CFH, Schnurbusch T. Grain yield trade-offs in spike-branching wheat can be mitigated by elite alleles affecting sink capacity and post-anthesis source activity. J Exp Bot 2024; 75:88-102. [PMID: 37739800 PMCID: PMC10735541 DOI: 10.1093/jxb/erad373] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/15/2023] [Accepted: 09/19/2023] [Indexed: 09/24/2023]
Abstract
Introducing variations in inflorescence architecture, such as the 'Miracle-Wheat' (Triticum turgidum convar. compositum (L.f.) Filat.) with a branching spike, has relevance for enhancing wheat grain yield. However, in the spike-branching genotypes, the increase in spikelet number is generally not translated into grain yield advantage because of reduced grains per spikelet and grain weight. Here, we investigated if such trade-offs might be a function of source-sink strength by using 385 recombinant inbred lines developed by intercrossing the spike-branching landrace TRI 984 and CIRNO C2008, an elite durum (T. durum L.) cultivar; they were genotyped using the 25K array. Various plant and spike architectural traits, including flag leaf, peduncle, and spike senescence rate, were phenotyped under field conditions for 2 consecutive years. On chromosome 5AL, we found a new modifier QTL for spike branching, branched headt3 (bht-A3), which was epistatic to the previously known bht-A1 locus. Besides, bht-A3 was associated with more grains per spikelet and a delay in flag leaf senescence rate. Importantly, favourable alleles, viz. bht-A3 and grain protein content (gpc-B1) that delayed senescence, are required to improve grain number and grain weight in the spike-branching genotypes. In summary, achieving a balanced source-sink relationship might minimize grain yield trade-offs in Miracle-Wheat.
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Affiliation(s)
- Ragavendran Abbai
- Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, 06466 Seeland, Germany
| | - Guy Golan
- Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, 06466 Seeland, Germany
| | - C Friedrich H Longin
- State Plant Breeding Institute, University of Hohenheim, Fruwirthstr. 21, 70599 Stuttgart, Germany
| | - Thorsten Schnurbusch
- Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, 06466 Seeland, Germany
- Martin Luther University Halle-Wittenberg, Faculty of Natural Sciences III, Institute of Agricultural and Nutritional Sciences, 06120 Halle, Germany
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Golan G, Abbai R, Schnurbusch T. Exploring the trade-off between individual fitness and community performance of wheat crops using simulated canopy shade. Plant Cell Environ 2023; 46:3144-3157. [PMID: 36428231 DOI: 10.1111/pce.14499] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 11/15/2022] [Accepted: 11/21/2022] [Indexed: 06/16/2023]
Abstract
The genetic heritage of wheat (Triticum spp.) crops has been shaped by millions of years of predomestication natural selection, often driven by competition among individuals. However, genetic improvements in yield potential are thought to involve selection towards reduced competitiveness, thus enhancing adaptation to the crop environment. We investigated potential trade-offs between individual plant fitness and community performance using a population of introgression lines carrying chromosome segments of wild emmer (nondomesticated) in the background of an elite durum cultivar. We focused on light as a primary factor affecting plant-plant interactions and assessed morphological and biomass phenotypes of single plants grown in mixtures under sunlight and a simulated canopy shade, and the relevance of these phenotypes for the monoculture community in the field. We found that responses to canopy shade resemble responses to high density and contribute to both the individual and the community. Stepwise regressions suggested that grain number per spike and its persistence under shade are essential attributes of productive communities, advocating their use as a breeding target during early-generation selection. Overall, multiple phenotypes attained under shade could better explain community performance. Our novel, applicable, high-throughput set-up provides new prospects for studying and selecting single-plant phenotypes in a canopy-like environment.
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Affiliation(s)
- Guy Golan
- Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Seeland, Germany
| | - Ragavendran Abbai
- Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Seeland, Germany
| | - Thorsten Schnurbusch
- Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), OT Gatersleben, Seeland, Germany
- Faculty of Natural Sciences III, Institute of Agricultural and Nutritional Sciences, Martin Luther University Halle-Wittenberg, Halle, Germany
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Singh UM, Dixit S, Alam S, Yadav S, Prasanth VV, Singh AK, Venkateshwarlu C, Abbai R, Vipparla AK, Badri J, Ram T, Prasad MS, Laha GS, Singh VK, Kumar A. Marker-assisted forward breeding to develop a drought-, bacterial-leaf-blight-, and blast-resistant rice cultivar. Plant Genome 2022; 15:e20170. [PMID: 34845865 DOI: 10.1002/tpg2.20170] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Accepted: 09/19/2021] [Indexed: 06/13/2023]
Abstract
Among the different challenges related to rice (Oryza sativa L.) cultivation, drought, bacterial leaf blight (BLB), and blast are the key stresses that significantly affect grain yield (GY) in rice. To ameliorate this issue, marker-assisted forward breeding (MAFB) coupled with a simultaneous crossing approach was used to combine three drought tolerant quantitative trait loci (QTL)-qDTY1.1 , qDTY3.1 , and qDTY12.1 -four BLB genes-Xa4, xa5, xa13, and Xa21-and one blast-resistance gene, Pi9, in the elite rice cultivar Lalat. The introgression lines (ILs) developed in the current study were phenotypically screened for drought, BLB, and blast resistance at the F7 -F8 generation. Under the reproductive stage (RS) drought stress, the yield advantage of ILs, with major-effect QTL (qDTY) over elite parent Lalat, ranges from 9 to 124% in DS2019 and from 7 to 175% in WS2019. The selected ILs were highly resistant to BLB, with lesion lengths ranging from 1.3 to 3.0 cm and blast scores ranging from 1 to 3. ILs that were tolerant to RS drought, resistant to BLB, and blast disease and had similar or higher yields than Lalat were analyzed for grain quality. Six ILs were found to have similar grain quality characteristics to Lalat including hulling, milling, head rice recovery (HRR), chalkiness, alkali spreading value (ASV), and amylose content (AC). This study showed that MAFB, together with simultaneous crossing, would be an effective strategy to rapidly combine multiple stresses in rice. The ILs developed in this study could help to ensure yield sustainability in rainfed environments or be used as genetic material in future breeding programs.
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Affiliation(s)
- Uma Maheshwar Singh
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
- International Rice Research Institute, South Asia Regional Centre, Varanasi, India
| | - Shilpi Dixit
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
- International Rice Research Institute, South Asia Regional Centre, Varanasi, India
| | - Shamshad Alam
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | - Shailesh Yadav
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | | | - Arun Kumar Singh
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | - Challa Venkateshwarlu
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | - Ragavendran Abbai
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | - Abhilash Kumar Vipparla
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | - Jyothi Badri
- ICAR-Indian Institute of Rice Research, Rajendra Nagar, Hyderabad, India
| | - Tilatoo Ram
- ICAR-Indian Institute of Rice Research, Rajendra Nagar, Hyderabad, India
| | | | - Gouri Sankar Laha
- ICAR-Indian Institute of Rice Research, Rajendra Nagar, Hyderabad, India
| | - Vikas Kumar Singh
- International Rice Research Institute, South Asia Hub, ICRISAT, Patancheru, Hyderabad, India
| | - Arvind Kumar
- International Rice Research Institute, South Asia Regional Centre, Varanasi, India
- International Crops Research Institute for the Semi-Arid Tropics, Patancheru, Hyderabad, India
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Janaki Ramayya P, Vinukonda VP, Singh UM, Alam S, Venkateshwarlu C, Vipparla AK, Dixit S, Yadav S, Abbai R, Badri J, T. R, Phani Padmakumari A, Singh VK, Kumar A. Marker-assisted forward and backcross breeding for improvement of elite Indian rice variety Naveen for multiple biotic and abiotic stress tolerance. PLoS One 2021; 16:e0256721. [PMID: 34473798 PMCID: PMC8412243 DOI: 10.1371/journal.pone.0256721] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 08/13/2021] [Indexed: 11/18/2022] Open
Abstract
The elite Indian rice variety, Naveen is highly susceptible to major biotic and abiotic stresses such as blast, bacterial blight (BB), gall midge (GM) and drought which limit its productivity in rainfed areas. In the present study, a combined approach of marker-assisted forward (MAFB) and back cross (MABC) breeding was followed to introgress three major genes, viz., Pi9 for blast, Xa21 for bacterial blight (BB), and Gm8 for gall midge (GM) and three major QTLs, viz., qDTY1.1, qDTY2.2 and qDTY4.1 conferring increased yield under drought in the background of Naveen. At each stage of advancement, gene-based/linked markers were used for the foreground selection of biotic and abiotic stress tolerant genes/QTLs. Intensive phenotype-based selections were performed in the field for identification of lines with high level of resistance against blast, BB, GM and drought tolerance without yield penalty under non-stress situation. A set of 8 MAFB lines and 12 MABC lines with 3 to 6 genes/QTLs and possessing resistance/tolerance against biotic stresses and reproductive stage drought stress with better yield performance compared to Naveen were developed. Lines developed through combined MAFB and MABC performed better than lines developed only through MAFB. This study exemplifies the utility of the combined approach of marker-assisted forward and backcrosses breeding for targeted improvement of multiple biotic and abiotic stress resistance in the background of popular mega varieties.
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Affiliation(s)
| | | | - Uma Maheshwar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
- International Rice Research Institute, South Asia Regional Centre (ISARC), Varanasi, India
| | - Shamshad Alam
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Challa Venkateshwarlu
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | | | - Shilpi Dixit
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Shailesh Yadav
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Ragavendran Abbai
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Jyothi Badri
- ICAR-Indian Institute of Rice Research (IIRR), Rajendra Nagar, Hyderabad, India
| | - Ram T.
- ICAR-Indian Institute of Rice Research (IIRR), Rajendra Nagar, Hyderabad, India
| | | | - Vikas Kumar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Arvind Kumar
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
- International Rice Research Institute, South Asia Regional Centre (ISARC), Varanasi, India
- * E-mail:
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Selvaraj R, Singh AK, Singh VK, Abbai R, Habde SV, Singh UM, Kumar A. Superior haplotypes towards development of low glycemic index rice with preferred grain and cooking quality. Sci Rep 2021; 11:10082. [PMID: 33980871 PMCID: PMC8115083 DOI: 10.1038/s41598-021-87964-8] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2020] [Accepted: 03/19/2021] [Indexed: 02/03/2023] Open
Abstract
Increasing trends in the occurrence of diabetes underline the need to develop low glycemic index (GI) rice with preferred grain quality. In the current study, a diverse set of 3 K sub-panel of rice consisting of 150 accessions was evaluated for resistant starch and predicted glycemic index, including nine other quality traits under transplanted situation. Significant variations were noticed among the accessions for the traits evaluated. Trait associations had shown that amylose content possess significant positive and negative association with resistant starch and predicted glycemic index. Genome-wide association studies with 500 K SNPs based on MLM model resulted in a total of 41 marker-trait associations (MTAs), which were further confirmed and validated with mrMLM multi-locus model. We have also determined the allelic effect of identified MTAs for 11 targeted traits and found favorable SNPs for 8 traits. A total of 11 genes were selected for haplo-pheno analysis to identify the superior haplotypes for the target traits where haplotypes ranges from 2 (Os10g0469000-GC) to 15 (Os06g18720-AC). Superior haplotypes for RS and PGI, the candidate gene Os06g11100 (H4-3.28% for high RS) and Os08g12590 (H13-62.52 as intermediate PGI). The identified superior donors possessing superior haplotype combinations may be utilized in Haplotype-based breeding to developing next-generation tailor-made high quality healthier rice varieties suiting consumer preference and market demand.
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Affiliation(s)
- Ramchander Selvaraj
- IRRI South Asia Hub (IRRI-SAH), ICRISAT Campus, Patancheru, Hyderabad, India
| | - Arun Kumar Singh
- IRRI South Asia Hub (IRRI-SAH), ICRISAT Campus, Patancheru, Hyderabad, India
| | - Vikas Kumar Singh
- IRRI South Asia Hub (IRRI-SAH), ICRISAT Campus, Patancheru, Hyderabad, India
| | - Ragavendran Abbai
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Sonali Vijay Habde
- South-Asia Regional Centre (SARC), International Rice Research Institute (IRRI), Varanasi, India
| | - Uma Maheshwar Singh
- South-Asia Regional Centre (SARC), International Rice Research Institute (IRRI), Varanasi, India
| | - Arvind Kumar
- IRRI South Asia Hub (IRRI-SAH), ICRISAT Campus, Patancheru, Hyderabad, India.
- South-Asia Regional Centre (SARC), International Rice Research Institute (IRRI), Varanasi, India.
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Sinha P, Singh VK, Saxena RK, Khan AW, Abbai R, Chitikineni A, Desai A, Molla J, Upadhyaya HD, Kumar A, Varshney RK. Superior haplotypes for haplotype-based breeding for drought tolerance in pigeonpea (Cajanus cajan L.). Plant Biotechnol J 2020; 18:2482-2490. [PMID: 32455481 PMCID: PMC7680530 DOI: 10.1111/pbi.13422] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 03/26/2020] [Accepted: 05/11/2020] [Indexed: 05/05/2023]
Abstract
Haplotype-based breeding, a recent promising breeding approach to develop tailor-made crop varieties, deals with identification of superior haplotypes and their deployment in breeding programmes. In this context, whole genome re-sequencing data of 292 genotypes from pigeonpea reference set were mined to identify the superior haplotypes for 10 drought-responsive candidate genes. A total of 83, 132 and 60 haplotypes were identified in breeding lines, landraces and wild species, respectively. Candidate gene-based association analysis of these 10 genes on a subset of 137 accessions of the pigeonpea reference set revealed 23 strong marker-trait associations (MTAs) in five genes influencing seven drought-responsive component traits. Haplo-pheno analysis for the strongly associated genes resulted in the identification of most promising haplotypes for three genes regulating five component drought traits. The haplotype C. cajan_23080-H2 for plant weight (PW), fresh weight (FW) and turgid weight (TW), the haplotype C. cajan_30211-H6 for PW, FW, TW and dry weight (DW), the haplotype C. cajan_26230-H11 for FW and DW and the haplotype C. cajan_26230-H5 for relative water content (RWC) were identified as superior haplotypes under drought stress condition. Furthermore, 17 accessions containing superior haplotypes for three drought-responsive genes were identified. The identified superior haplotypes and the accessions carrying these superior haplotypes will be very useful for deploying haplotype-based breeding to develop next-generation tailor-made better drought-responsive pigeonpea cultivars.
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Affiliation(s)
- Pallavi Sinha
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
| | - Vikas K. Singh
- International Rice Research Institute (IRRI)South‐Asia HubICRISAT CampusPatancheruTelangana StateIndia
| | - Rachit K. Saxena
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
| | - Aamir W. Khan
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
| | - Ragavendran Abbai
- International Rice Research Institute (IRRI)South‐Asia HubICRISAT CampusPatancheruTelangana StateIndia
- Leibniz Institute of Plant Genetics and Crop Plant ResearchGaterslebenGermany
| | - Annapurna Chitikineni
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
| | - Aarthi Desai
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
| | - Johiruddin Molla
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
- Ghatal Rabindra Satabarsiki MahaVidyalayaPaschim MedinipurWest BengalIndia
| | - Hari D. Upadhyaya
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
| | - Arvind Kumar
- International Rice Research Institute (IRRI)South‐Asia HubICRISAT CampusPatancheruTelangana StateIndia
- IRRI South Asia Regional CenterVaranasiIndia
| | - Rajeev K. Varshney
- Center of Excellence in Genomics & Systems Biology (CEGSB)International Crops Research Institute for the Semi‐Arid Tropics (ICRISAT)PatancheruTelangana StateIndia
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Abbai R, Singh VK, Snowdon RJ, Kumar A, Schnurbusch T. Seeking Crops with Balanced Parts for the Ideal Whole. Trends Plant Sci 2020; 25:1189-1193. [PMID: 32958388 DOI: 10.1016/j.tplants.2020.08.011] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Revised: 07/27/2020] [Accepted: 08/24/2020] [Indexed: 06/11/2023]
Abstract
Crop domestication and breeding considerably increased productivity over centuries but unconsciously lowered 'selfish plant behavior' or individual plant fitness. Paradoxically, enhancing individual plant fitness is mistakenly equated with crop improvement. Because agriculture relies on community performance, embracing an agroecological genetics and genomics viewpoint might maximize communal yield by matching crop genotypes to target environments.
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Affiliation(s)
- Ragavendran Abbai
- Independent HEISENBERG Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany.
| | - Vikas K Singh
- International Rice Research Institute (IRRI), South Asia Hub, Hyderabad, India
| | - Rod J Snowdon
- Department of Plant Breeding, IFZ Research Centre for Biosystems, Land Use and Nutrition, Justus Liebig University, Giessen, Germany
| | - Arvind Kumar
- IRRI-South Asia Regional Centre (ISARC), Varanasi, India
| | - Thorsten Schnurbusch
- Independent HEISENBERG Research Group Plant Architecture, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany; Institute of Agricultural and Nutritional Sciences, Faculty of Natural Sciences III, Martin Luther University Halle-Wittenberg, Halle, Germany.
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Sagare DB, Abbai R, Jain A, Jayadevappa PK, Dixit S, Singh AK, Challa V, Alam S, Singh UM, Yadav S, Sandhu N, Kabade PG, Singh VK, Kumar A. More and more of less and less: Is genomics-based breeding of dry direct-seeded rice (DDSR) varieties the need of hour? Plant Biotechnol J 2020; 18:2173-2186. [PMID: 32725933 PMCID: PMC7589319 DOI: 10.1111/pbi.13454] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 06/07/2020] [Accepted: 07/13/2020] [Indexed: 06/02/2023]
Abstract
Rice is a staple food for half of the world's population. Changing climatic conditions, water and labour scarcity are the major challenges that shall limit future rice production. Dry direct-seeded rice (DDSR) is emerging as an efficient, resources conserving, mechanized, climate smart and economically viable strategy to be adopted as an alternative to puddled transplanted rice (TPR) with the potential to address the problem of labour-water shortages and ensure sustainable rice cultivation. Despite these benefits, several constraints obstruct the adoption of DDSR. In principle, the plant type for DDSR should be different from one for TPR, which could be achieved by developing rice varieties that combine the traits of upland and lowland varieties. In this context, recent advances in precise phenotyping and NGS-based trait mapping led to identification of promising donors and QTLs/genes for DDSR favourable traits to be employed in genomic breeding. This review discusses the important traits influencing DDSR, research studies to clarify the need for breeding DDSR-specific varieties to achieve enhanced grain yield, climate resilience and nutrition demand. We anticipate that in the coming years, genomic breeding for developing DDSR-specific varieties would be a regular practice and might be further strengthened by combining superior haplotypes regulating important DDSR traits by haplotype-based breeding.
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Affiliation(s)
- Deepti B. Sagare
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | - Ragavendran Abbai
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK)GaterslebenGermany
| | - Abhinav Jain
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | | | - Shilpi Dixit
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | - Arun Kumar Singh
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | | | - Shamshad Alam
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | - Uma Maheshwar Singh
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | - Shailesh Yadav
- International Rice Research Institute (IRRI)Metro ManilaPhilippines
| | | | - Pramod G. Kabade
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
| | - Vikas Kumar Singh
- International Rice Research Institute (IRRI)South‐Asia Hub (SAH)HyderabadIndia
- International Rice Research Institute (IRRI)Metro ManilaPhilippines
| | - Arvind Kumar
- International Rice Research Institute (IRRI)Metro ManilaPhilippines
- International Rice Research Institute (IRRI)South‐Asia Regional Centre (SARC)VaranasiIndia
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Singh UM, Sinha P, Dixit S, Abbai R, Venkateshwarlu C, Chitikineni A, Singh VK, Varshney RK, Kumar A. Unraveling candidate genomic regions responsible for delayed leaf senescence in rice. PLoS One 2020; 15:e0240591. [PMID: 33057376 PMCID: PMC7561107 DOI: 10.1371/journal.pone.0240591] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2020] [Accepted: 09/30/2020] [Indexed: 11/29/2022] Open
Abstract
Photosynthates generated after heading contributes to 60% - 80% of grain yield in rice. Delay in leaf senescence can contribute to a long grain-filling period and thereby increased yield. The objective of this study was to identify genomic region(s) responsible for delayed leaf senescence (DLS) and validate the role of underlying candidate genes in controlling target traits. 302 BC2F4 backcross-derived lines (BILs) developed from a cross between Swarna and Moroberekan were phenotyped for two seasons (DS2016 and WS2017) for chlorophyll content and yield parameters. KASPar-SNP assays based genotyping data with 193 SNPs of mapping population was used to identify the targeted genomic region(s). Significant positive correlation was observed between the two most important determinants of DLS traits viz., RDCF (reduced decline degree of chlorophyll content of flag leaf) and RDCS (reduced decline degree of chlorophyll content of second leaf) with plant height (PH), grain number per panicle (GPN), panicle length (PL), number of tiller (NT) and grain yield (GY). A total of 41 and 29 QTLs with phenotypic variance (PVE) ranging from 8.2 to 25.1% were detected for six DLS traits during DS2016 and WS2017, respectively. Out of these identified QTLs, 19 were considered as stable QTLs detected across seasons. 17 of the identified stable QTLs were found to be novel. In-silico analysis revealed five key genes regulating chlorophyll metabolism. Expression analysis of these genes confirmed their strong association with the senescence pattern in leaf tissue of parents as well as selected phenotypically extreme lines. The identified stable QTLs regulating DLS traits and validation of potential candidate genes provides insight into genetic basis of delayed senescence and is expected to contribute in enhancing grain yield through genomics-assisted breeding (GAB).
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Affiliation(s)
- Uma Maheshwar Singh
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
- South Asia Regional Centre (ISARC), International Rice Research Institute, Varanasi, India
| | - Pallavi Sinha
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
- Centre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Shilpi Dixit
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
| | - Ragavendran Abbai
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
| | - Challa Venkateshwarlu
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
| | - Annapurna Chitikineni
- Centre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Vikas Kumar Singh
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
| | - Rajeev K. Varshney
- Centre of Excellence in Genomics and Systems Biology, International Crops Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
| | - Arvind Kumar
- International Rice Research Institute (IRRI), South Asia Hub, ICRISAT, Hyderabad, India
- South Asia Regional Centre (ISARC), International Rice Research Institute, Varanasi, India
- * E-mail:
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Dixit S, Singh UM, Singh AK, Alam S, Venkateshwarlu C, Nachimuthu VV, Yadav S, Abbai R, Selvaraj R, Devi MN, Ramayya PJ, Badri J, Ram T, Lakshmi J, Lakshmidevi G, Lrk JV, Padmakumari AP, Laha GS, Prasad MS, Seetalam M, Singh VK, Kumar A. Marker Assisted Forward Breeding to Combine Multiple Biotic-Abiotic Stress Resistance/Tolerance in Rice. Rice (N Y) 2020; 13:29. [PMID: 32472217 PMCID: PMC7260318 DOI: 10.1186/s12284-020-00391-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2019] [Accepted: 05/12/2020] [Indexed: 05/08/2023]
Abstract
BACKGROUND Unfavorable climatic changes have led to an increased threat of several biotic and abiotic stresses over the past few years. Looking at the massive damage caused by these stresses, we undertook a study to develop high yielding climate-resilient rice, using genes conferring resistance against blast (Pi9), bacterial leaf blight (BLB) (Xa4, xa5, xa13, Xa21), brown planthopper (BPH) (Bph3, Bph17), gall midge (GM) (Gm4, Gm8) and QTLs for drought tolerance (qDTY1.1 and qDTY3.1) through marker-assisted forward breeding (MAFB) approach. RESULT Seven introgression lines (ILs) possessing a combination of seven to ten genes/QTLs for different biotic and abiotic stresses have been developed using marker-assisted selection (MAS) breeding method in the background of Swarna with drought QTLs. These ILs were superior to the respective recurrent parent in agronomic performance and also possess preferred grain quality with intermediate to high amylose content (AC) (23-26%). Out of these, three ILs viz., IL1 (Pi9+ Xa4+ xa5+ Xa21+ Bph17+ Gm8+ qDTY1.1+ qDTY3.1), IL6 (Pi9+ Xa4+ xa5+ Xa21+ Bph3+ Bph17+ Gm4+ Gm8+ qDTY1.1+ qDTY3.1) and IL7 (Pi9+ Xa4+ xa5+ Bph3+ Gm4+ qDTY1.1+ qDTY3.1) had shown resistance\tolerance for multiple biotic and abiotic stresses both in the field and glasshouse conditions. Overall, the ILs were high yielding under various stresses and importantly they also performed well in non-stress conditions without any yield penalty. CONCLUSION The current study clearly illustrated the success of MAS in combining tolerance to multiple biotic and abiotic stresses while maintaining higher yield potential and preferred grain quality. Developed ILs with seven to ten genes in the current study showed superiority to recurrent parent Swarna+drought for multiple-biotic stresses (blast, BLB, BPH and GM) together with yield advantages of 1.0 t ha- 1 under drought condition, without adverse effect on grain quality traits under non-stress.
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Affiliation(s)
- Shilpi Dixit
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Uma Maheshwar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
- International Rice Research Institute, South Asia Regional Centre (ISARC), Varanasi, 221006, India
| | - Arun Kumar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Shamshad Alam
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Challa Venkateshwarlu
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | | | - Shailesh Yadav
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Ragavendran Abbai
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Gatersleben, Germany
| | - Ramchander Selvaraj
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - M Nagamallika Devi
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | | | - Jyothi Badri
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | - T Ram
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | - Jhansi Lakshmi
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | - G Lakshmidevi
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | - Jai Vidhya Lrk
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | | | - G S Laha
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | - M S Prasad
- ICAR-Indian Institute of Rice Research (IIRR), Rajendranagar, Hyderabad, India
| | - Malathi Seetalam
- Professor Jayashankar Telangana State Agricultural University (PJTSAU), RARS, Warangal, India
| | - Vikas Kumar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India
| | - Arvind Kumar
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT, Hyderabad, India.
- International Rice Research Institute, South Asia Regional Centre (ISARC), Varanasi, 221006, India.
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11
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Farh MEA, Kim YJ, Abbai R, Singh P, Jung KH, Kim YJ, Yang DC. Pathogenesis strategies and regulation of ginsenosides by two species of Ilyonectria in Panax ginseng: power of speciation. J Ginseng Res 2020; 44:332-340. [PMID: 32148416 PMCID: PMC7031752 DOI: 10.1016/j.jgr.2019.02.001] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2017] [Revised: 01/23/2019] [Accepted: 02/13/2019] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND The valuable medicinal plant Panax ginseng has high pharmaceutical efficacy because it produces ginsenosides. However, its yields decline because of a root-rot disease caused by Ilyonectria mors-panacis. Because species within Ilyonectria showed variable aggressiveness by altering ginsenoside concentrations in inoculated plants, we investigated how such infections might regulate the biosynthesis of ginsenosides and their related signaling molecules. METHODS Two-year-old ginseng seedlings were treated with I. mors-panacis and I. robusta. Roots from infected and pathogen-free plants were harvested at 4 and 16 days after inoculation. We then examined levels or/and expression of genes of ginsenosides, salicylic acid (SA), jasmonic acid (JA), and reactive oxygen species (ROS). We also checked the susceptibility of those pathogens to ROS. RESULTS Ginsenoside biosynthesis was significantly suppressed and increased in response to infection by I. mors-panacis and I. robusta, respectively. Regulation of JA was significantly higher in I. robusta-infected roots, while levels of SA and ROS were significantly higher in I. mors-panacis-infected roots. Catalase activity was significantly higher in I. robusta-infected roots followed in order by mock roots and those infected by I. mors-panacis. Moreover, I. mors-panacis was resistant to ROS compared with I. robusta. CONCLUSION Infection by the weakly aggressive I. robusta led to the upregulation of ginsenoside production and biosynthesis, probably because only a low level of ROS was induced. In contrast, the more aggressive I. mors-panacis suppressed ginsenoside biosynthesis, probably because of higher ROS levels and subsequent induction of programmed cell death pathways. Furthermore, I. mors-panacis may have increased its virulence by resisting the cytotoxicity of ROS.
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Affiliation(s)
- Mohamed El-Agamy Farh
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, Republic of Korea
| | - Yu-Jin Kim
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Ragavendran Abbai
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, Republic of Korea
| | - Priyanka Singh
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Ki-Hong Jung
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, Republic of Korea
| | - Yeon-Ju Kim
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, Republic of Korea
| | - Deok-Chun Yang
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, Republic of Korea
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
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Muthu V, Abbai R, Nallathambi J, Rahman H, Ramasamy S, Kambale R, Thulasinathan T, Ayyenar B, Muthurajan R. Pyramiding QTLs controlling tolerance against drought, salinity, and submergence in rice through marker assisted breeding. PLoS One 2020; 15:e0227421. [PMID: 31910435 PMCID: PMC6946594 DOI: 10.1371/journal.pone.0227421] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Accepted: 12/18/2019] [Indexed: 01/13/2023] Open
Abstract
Increases in rice productivity are significantly hampered because of the increase in the occurrence of abiotic stresses, including drought, salinity, and submergence. Developing a rice variety with inherent tolerance against these major abiotic stresses will help achieve a sustained increase in rice production under unfavorable conditions. The present study was conducted to develop abiotic stress-tolerant rice genotypes in the genetic background of the popular rice variety Improved White Ponni (IWP) by introgressing major effect quantitative trait loci (QTLs) conferring tolerance against drought (qDTY1.1, qDTY2.1), salinity (Saltol), and submergence (Sub1) through a marker assisted backcross breeding approach. Genotyping of early generation backcrossed inbred lines (BILs) resulted in the identification of three progenies, 3-11-9-2, 3-11-11-1, and 3-11-11-2, possessing all four target QTLs and maximum recovery of the recurrent parent genome (88.46%). BILs exhibited consistent agronomic and grain quality characters compared to those of IWP and enhanced performance against dehydration, salinity, and submergence stress compared with the recurrent parent IWP. BILs exhibited enhanced tolerance against salinity during germination and increased shoot length, root length, and vigor index compared to those of IWP. All three BILs exhibited reduced symptoms of injury because of salinity (NaCl) and dehydration (PEG) than did IWP. At 12 days of submergence stress, BILs exhibited enhanced survival and greater recovery, whereas IWP failed completely. BILs were found to exhibit on par grain and cooking quality characteristics with their parents. Results of this study clearly demonstrated the effects of the target QTLs in reducing damage caused by drought, salinity, and submergence and lead to the development of a triple stress tolerant version of IWP.
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Affiliation(s)
- Valarmathi Muthu
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | - Ragavendran Abbai
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | | | - Hifzur Rahman
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | - Sasikala Ramasamy
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | - Rohit Kambale
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | - Thiyagarajan Thulasinathan
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | - Bharathi Ayyenar
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
| | - Raveendran Muthurajan
- Centre for Plant Molecular Biology and Biotechnology Tamil Nadu Agricultural University, Coimbatore, India
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Abbai R, Kim YJ, Mohanan P, El-Agamy Farh M, Mathiyalagan R, Yang DU, Rangaraj S, Venkatachalam R, Kim YJ, Yang DC. Silicon confers protective effect against ginseng root rot by regulating sugar efflux into apoplast. Sci Rep 2019; 9:18259. [PMID: 31796825 PMCID: PMC6890760 DOI: 10.1038/s41598-019-54678-x] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2019] [Accepted: 11/08/2019] [Indexed: 02/07/2023] Open
Abstract
Root rot caused by Ilyonectria mors-panacis is a devastating fungal disease leading to defect in root quality and causes reduced yield during the perennial life cycle of Panax ginseng Meyer. This indicates the imperative need to understand the molecular basis of disease development and also to enhance tolerance against the fungus. With this idea, the protective effect of silicon (supplied as silica nanoparticles) in P. ginseng root rot pathosystem and its molecular mechanism was investigated in the current study. We have tested different concentrations of silicon (Si) to disease-infected ginseng and found that long term analysis (30 dpi) displayed a striking 50% reduction in disease severity index upon the treatment of Si. Expectedly, Si had no direct degradative effect against the pathogen. Instead, in infected roots it resulted in reduced expression of PgSWEET leading to regulated sugar efflux into apoplast and enhanced tolerance against I. mors-panacis. In addition, under diseased condition, both protopanaxadiol (PPD) and protopanaxatriol (PPT) type ginsenoside profile in roots were higher in Si treated plants. This is the first report indicating the protective role of Si in ginseng-root rot pathosystem, thereby uncovering novel features of ginseng mineral physiology and at the same time, enabling its usage to overcome root rot.
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Affiliation(s)
- Ragavendran Abbai
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea
| | - Yu-Jin Kim
- Department of Oriental Medicinal Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea
| | - Padmanaban Mohanan
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea
| | - Mohamed El-Agamy Farh
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea
| | - Ramya Mathiyalagan
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea
| | - Dong-Uk Yang
- Department of Oriental Medicinal Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea
| | - Suriyaprabha Rangaraj
- Centre for Nanoscience and Technology, K. S. Rangasamy College of Technology, Tiruchengode, 637215, Tamil Nadu, India
| | - Rajendran Venkatachalam
- Centre for Nanoscience and Technology, K. S. Rangasamy College of Technology, Tiruchengode, 637215, Tamil Nadu, India
- Dr. N.G.P Arts and Science College, Kalpatti road, Coimbatore, 641048, Tamil Nadu, India
| | - Yeon-Ju Kim
- Department of Oriental Medicinal Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea.
| | - Deok-Chun Yang
- Graduate School of Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea.
- Department of Oriental Medicinal Biotechnology, College of Life Science, Kyung Hee University, Yongin, 446-701, South Korea.
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Abbai R, Singh VK, Nachimuthu VV, Sinha P, Selvaraj R, Vipparla AK, Singh AK, Singh UM, Varshney RK, Kumar A. Haplotype analysis of key genes governing grain yield and quality traits across 3K RG panel reveals scope for the development of tailor-made rice with enhanced genetic gains. Plant Biotechnol J 2019; 17:1612-1622. [PMID: 30701663 PMCID: PMC6662101 DOI: 10.1111/pbi.13087] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/26/2018] [Revised: 01/09/2019] [Accepted: 01/27/2019] [Indexed: 05/13/2023]
Abstract
Though several genes governing various major traits have been reported in rice, their superior haplotype combinations for developing ideal variety remains elusive. In this study, haplotype analysis of 120 previously functionally characterized genes, influencing grain yield (87 genes) and grain quality (33 genes) revealed significant variations in the 3K rice genome (RG) panel. For selected genes, meta-expression analysis using already available datasets along with co-expression network provided insights at systems level. Also, we conducted candidate gene based association study for the 120 genes and identified 21 strongly associated genes governing 10-grain yield and quality traits. We report superior haplotypes upon phenotyping the subset of 3K RG panel, SD1-H8 with haplotype frequency (HF) of 30.13% in 3K RG panel, MOC1-H9 (HF: 23.08%), IPA1-H14 (HF: 6.64%), DEP3-H2 (HF: 5.59%), DEP1-H2 (HF: 37.53%), SP1-H3 (HF: 5.05%), LAX1-H5 (HF: 1.56%), LP-H13 (3.64%), OSH1-H4 (5.52%), PHD1-H14 (HF: 15.21%), AGO7-H15 (HF: 3.33%), ROC5-H2 (31.42%), RSR1-H8 (HF: 4.20%) and OsNAS3-H2 (HF: 1.00%). For heading date, Ghd7-H8 (HF: 3.08%), TOB1-H10 (HF: 4.60%) flowered early, Ghd7-H14 (HF: 42.60%), TRX1-H9 (HF: 27.97%), OsVIL3-H14 (HF: 1.72%) for medium duration flowering, while Ghd7-H6 (HF: 1.65%), SNB-H9 (HF: 9.35%) were late flowering. GS5-H4 (HF: 65.84%) attributed slender, GS5-H5 (HF: 29.00%), GW2-H2 (HF: 4.13%) were medium slender and GS5-H9 (HF: 2.15%) for bold grains. Furthermore, haplotype analysis explained possible genetic basis for superiority of selected mega-varieties. Overall, this study suggests the possibility for developing next-generation tailor-made rice with superior haplotype combinations of target genes suiting future food and nutritional demands via haplotype-based breeding.
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Affiliation(s)
- Ragavendran Abbai
- International Rice Research InstituteSouth‐Asia Hub, ICRISAT CampusHyderabadIndia
| | - Vikas Kumar Singh
- International Rice Research InstituteSouth‐Asia Hub, ICRISAT CampusHyderabadIndia
| | | | - Pallavi Sinha
- Centre of Excellence in Genomics and Systems BiologyInternational Crops Research Institute for the Semi‐Arid TropicsHyderabadIndia
| | - Ramchander Selvaraj
- International Rice Research InstituteSouth‐Asia Hub, ICRISAT CampusHyderabadIndia
| | | | - Arun Kumar Singh
- International Rice Research InstituteSouth‐Asia Hub, ICRISAT CampusHyderabadIndia
| | - Uma Maheshwar Singh
- International Rice Research InstituteSouth‐Asia Hub, ICRISAT CampusHyderabadIndia
| | - Rajeev K. Varshney
- Centre of Excellence in Genomics and Systems BiologyInternational Crops Research Institute for the Semi‐Arid TropicsHyderabadIndia
| | - Arvind Kumar
- International Rice Research InstituteSouth‐Asia Hub, ICRISAT CampusHyderabadIndia
- International Rice Research InstituteMetro ManilaPhilippines
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15
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Dixit S, Singh UM, Abbai R, Ram T, Singh VK, Paul A, Virk PS, Kumar A. Identification of genomic region(s) responsible for high iron and zinc content in rice. Sci Rep 2019; 9:8136. [PMID: 31148549 PMCID: PMC6544658 DOI: 10.1038/s41598-019-43888-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2018] [Accepted: 04/23/2019] [Indexed: 11/15/2022] Open
Abstract
Micronutrient especially iron and zinc-enriched rice hold immense promise for sustainable and cost-effective solutions to overcome malnutrition. In this context, BC2F5 population derived from cross between RP-Bio226 and Sampada was used to localize genomic region(s)/QTL(s) for grain Fe (iron) and Zn (zinc) content together with yield and yield-related traits. Genotyping of mapping population with 108 SSR markers resulted in a genetic map of 2317.5 cM with an average marker distance of 21.5 cM. Mean grain mineral content in the mapping population across the two seasons ranged from 10.5–17.5 ppm for Fe and 11.3–22.1 ppm for Zn. Based on the multi-season phenotypic data together with genotypic data, a total of two major QTLs for Fe (PVE upto 17.1%) and three for Zn (PVE upto 34.2%) were identified. Comparative analysis across the two seasons has revealed four consistent QTLs for Fe (qFe1.1, qFe1.2, qFe6.1 and qFe6.2) and two QTL for Zn content (qZn1.1 and qZn6.2). Additionally, based on the previous and current studies three meta-QTLs for grain Fe and two for grain Zn have been identified. In-silico analysis of the identified QTL regions revealed the presence of potential candidate gene(s) such as, OsPOT, OsZIP4, OsFDR3, OsIAA5 etc., that were previously reported to influence grain Fe and Zn content. The identified QTLs could be utilized in developing high yielding, Fe and Zn denser varieties by marker assisted selection (MAS).
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Affiliation(s)
- Shilpi Dixit
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT Campus, Hyderabad, 502324, India.,Visva-Bharati University, Santiniketan, West Bengal, 731235, India
| | - Uma Maheshwar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT Campus, Hyderabad, 502324, India
| | - Ragavendran Abbai
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT Campus, Hyderabad, 502324, India
| | - T Ram
- Indian Institute of Rice Research (IIRR), Hyderabad, 500030, India
| | - Vikas Kumar Singh
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT Campus, Hyderabad, 502324, India
| | - Amitava Paul
- Visva-Bharati University, Santiniketan, West Bengal, 731235, India
| | - P S Virk
- HarvestPlus, ICRISAT Campus, Hyderabad, 502324, India
| | - Arvind Kumar
- International Rice Research Institute (IRRI), South-Asia Hub, ICRISAT Campus, Hyderabad, 502324, India. .,International Rice Research Institute, DAPO BOX 7777, Metro Manila, Philippines.
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Lee HA, Castro-Aceituno V, Abbai R, Moon SS, Kim YJ, Simu SY, Yang DC. Rhizome of Anemarrhena asphodeloides as mediators of the eco-friendly synthesis of silver and gold spherical, face-centred cubic nanocrystals and its anti-migratory and cytotoxic potential in normal and cancer cell lines. Artif Cells Nanomed Biotechnol 2018; 46:285-294. [PMID: 29595324 DOI: 10.1080/21691401.2018.1457038] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The water extract of Anemarrhena asphodeloides, the traditional oriental medicinal plant, mediated the eco-friendly synthesis of silver nanoparticles (Aa-AgNPs) and gold nanoparticles (Aa-AuNPs). First, its therapeutic rhizome was powdered prior to water extraction and then silver, gold nanoparticles were synthesized. Aa-AgNPs and Aa-AuNPs were found to be spherical, face-centred cubic nanocrystals with a Z-average hydrodynamic diameter of 190 and 258 nm, respectively. In addition, proteins and aromatic biomolecules were the plausible players associated with the production and stabilization of Aa-AgNPs; instead, phenolic compounds were responsible for the synthesis and stability of Aa-AuNPs. In vitro cytotoxic analysis revealed that up to 50 μg.mL-1 concentration Aa-AuNPs did not exhibit any toxicity on 3T3-L1, HT29 and MCF7 cell lines, while being specifically cytotoxic to A549 cell line. On the contrary, Aa-AgNPs displayed a significantly higher toxicity in comparison to Aa-AuNPs in all cell lines specially MCF7 cell line. Since cancer cells were more sensitive to Aa-Au/AgNPs treatments, further evaluation was done in order to determine their anticancer potential. Reactive oxygen species (ROS) generation was not affected by Aa-AuNPs, on the other hand, Aa-AgNPs treatment exhibited a higher potential to induce oxidative stress in A549 cells than HT29 and MCF7 cells. In addition, Aa-Ag/AuNPs reduced cell migration in A549 cells at 10 and 50 μg.mL-1, respectively. So far, this is the only report uncovering the ability of A. asphodeloides to synthesize silver and gold nanoparticles with anticancer potential and also indirectly enabling its large-scale utilization with value addition.
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Affiliation(s)
- Hyun A Lee
- a Graduate School of Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
| | - Veronica Castro-Aceituno
- b Department of Oriental Medicinal Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
| | - Ragavendran Abbai
- a Graduate School of Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
| | - Seong Soo Moon
- b Department of Oriental Medicinal Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
| | - Yeon-Ju Kim
- b Department of Oriental Medicinal Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
| | - Shakina Yesmin Simu
- a Graduate School of Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
| | - Deok Chun Yang
- a Graduate School of Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea.,b Department of Oriental Medicinal Biotechnology, College of Life Sciences , Kyung Hee University , Yongin , Republic of Korea
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Kim CG, Castro-Aceituno V, Abbai R, Lee HA, Simu SY, Han Y, Hurh J, Kim YJ, Yang DC. Caspase-3/MAPK pathways as main regulators of the apoptotic effect of the phyto-mediated synthesized silver nanoparticle from dried stem of Eleutherococcus senticosus in human cancer cells. Biomed Pharmacother 2018; 99:128-133. [DOI: 10.1016/j.biopha.2018.01.050] [Citation(s) in RCA: 45] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2017] [Revised: 12/24/2017] [Accepted: 01/05/2018] [Indexed: 01/20/2023] Open
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Castro-Aceituno V, Abbai R, Moon SS, Ahn S, Mathiyalagan R, Kim YJ, Kim YJ, Yang DC. Pleuropterus multiflorus (Hasuo) mediated straightforward eco-friendly synthesis of silver, gold nanoparticles and evaluation of their anti-cancer activity on A549 lung cancer cell line. Biomed Pharmacother 2017; 93:995-1003. [DOI: 10.1016/j.biopha.2017.07.040] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2017] [Revised: 06/26/2017] [Accepted: 07/09/2017] [Indexed: 01/07/2023] Open
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Jiménez Pérez ZE, Mathiyalagan R, Markus J, Kim YJ, Kang HM, Abbai R, Seo KH, Wang D, Soshnikova V, Yang DC. Ginseng-berry-mediated gold and silver nanoparticle synthesis and evaluation of their in vitro antioxidant, antimicrobial, and cytotoxicity effects on human dermal fibroblast and murine melanoma skin cell lines. Int J Nanomedicine 2017; 12:709-723. [PMID: 28260881 PMCID: PMC5325135 DOI: 10.2147/ijn.s118373] [Citation(s) in RCA: 64] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022] Open
Abstract
There has been a growing interest in the design of environmentally affable and biocompatible nanoparticles among scientists to find novel and safe biomaterials. Panax ginseng Meyer berries have unique phytochemical profile and exhibit beneficial pharmacological activities such as antihyperglycemic, antiobesity, antiaging, and antioxidant properties. A comprehensive study of the biologically active compounds in ginseng berry extract (GBE) and the ability of ginseng berry (GB) as novel material for the biosynthesis of gold nanoparticles (GBAuNPs) and silver nanoparticles (GBAgNPs) was conducted. In addition, the effects of GBAuNPs and GBAgNPs on skin cell lines for further potential biological applications are highlighted. GBAuNPs and GBAgNPs were synthesized using aqueous GBE as a reducing and capping agent. The synthesized nanoparticles were characterized for their size, morphology, and crystallinity. The nanoparticles were evaluated for antioxidant, anti-tyrosinase, antibacterial, and cytotoxicity activities and for morphological changes in human dermal fibroblast and murine melanoma skin cell lines. The phytochemicals contained in GBE effectively reduced and capped gold and silver ions to form GBAuNPs and GBAgNPs. The optimal synthesis conditions (ie, temperature and v/v % of GBE) and kinetics were investigated. Polysaccharides and phenolic compounds present in GBE were suggested to be responsible for stabilization and functionalization of nanoparticles. GBAuNPs and GBAgNPs showed increased scavenging activity against 2,2-diphenyl-1-picrylhydrazyl free radicals compared to GBE. GBAuNPs and GBAgNPs effectively inhibited mushroom tyrosinase, while GBAgNPs showed antibacterial activity against Escherichia coli and Staphylococcus aureus. In addition, GBAuNPs were nontoxic to human dermal fibroblast and murine melanoma cell lines, and GBAgNPs showed cytotoxic effect on murine melanoma cell lines. The current results evidently suggest that GBAgNPs can act as potential agents for antioxidant, anti-tyrosinase, and antibacterial activities. In addition, GBAuNPs can be further developed into mediators in drug delivery and as antioxidant, anti-tyrosinase, and protective skin agents in cosmetic products. Consequently, the study showed the advantages of using nanotechnology and green chemistry to enhance the natural properties of GBs.
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Affiliation(s)
| | | | | | - Yeon-Ju Kim
- Department of Oriental Medicine Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Hyun Mi Kang
- Advanced Cosmeceutical Technology R&D Center, Suwon, Republic of Korea
| | | | - Kwang Hoon Seo
- Department of Oriental Medicine Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Dandan Wang
- Department of Oriental Medicine Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Veronika Soshnikova
- Department of Oriental Medicine Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Deok Chun Yang
- Department of Biotechnology and Ginseng Bank
- Department of Oriental Medicine Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
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Abbai R, Mathiyalagan R, Markus J, Kim YJ, Wang C, Singh P, Ahn S, Farh MEA, Yang DC. Green synthesis of multifunctional silver and gold nanoparticles from the oriental herbal adaptogen: Siberian ginseng. Int J Nanomedicine 2016; 11:3131-43. [PMID: 27468232 PMCID: PMC4946861 DOI: 10.2147/ijn.s108549] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
Pharmacologically active stem of the oriental herbal adaptogen, Siberian ginseng, was employed for the ecofriendly synthesis of Siberian ginseng silver nanoparticles (Sg-AgNPs) and Siberian ginseng gold nanoparticles (Sg-AuNPs). First, for metabolic characterization of the sample, liquid chromatography-tandem mass spectrometry analysis (indicated the presence of eleutherosides A and E), total phenol content, and total reducing sugar were analyzed. Second, the water extract of the sample mediated the biological synthesis of both Sg-AgNPs and Sg-AuNPs that were crystalline face-centered cubical structures with a Z-average hydrodynamic diameter of 126 and 189 nm, respectively. Moreover, Fourier transform infrared analysis indicated that proteins and aromatic hydrocarbons play a key role in the formation and stabilization of Sg-AgNPs, whereas phenolic compounds accounted for the synthesis and stability of Sg-AuNPs. 3-(4,5-Dimethyl-2-thiazolyl)-2,5-diphenyl-2H tetrazolium bromide (MTT) assay determined that Sg-AgNPs conferred strong cytotoxicity against MCF7 (human breast cancer cell line) and was only slightly toxic to HaCaT (human keratinocyte cell line) at 10 µg⋅mL(-1). However, Sg-AuNPs did not display cytotoxic effects against both of the cell lines. The disc diffusion assay indicated a dose-dependent increase in the zone of inhibition of Staphylococcus aureus (ATCC 6538), Bacillus anthracis (NCTC 10340), Vibrio parahaemolyticus (ATCC 33844), and Escherichia coli (BL21) treated with Sg-AgNPs, whereas Sg-AuNPs did not show inhibitory activity. In addition, the 2,2-diphenyl-1-picrylhydrazyl assay demonstrated that both Sg-AgNPs and Sg-AuNPs possess strong antioxidant activity. To the best of our knowledge, this is the first report unraveling the potential of Eleutherococcus senticosus for silver and gold nanoparticle synthesis along with its biological applications, which in turn would promote widespread usage of the endemic Siberian ginseng.
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Affiliation(s)
| | | | | | - Yeon-Ju Kim
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Chao Wang
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Priyanka Singh
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Sungeun Ahn
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Mohamed El-Agamy Farh
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
| | - Deok Chun Yang
- Ginseng Bank, Graduate School of Biotechnology
- Department of Oriental Medicinal Biotechnology, College of Life Sciences, Kyung Hee University, Yongin, Republic of Korea
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