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Kumar PKC, Bellundagi A, Krishna H, Mallikarjuna MG, Thimmappa RK, Rai N, Shashikumara P, Sinha N, Jain N, Singh PK, Singh GP, Prabhu KV. Development of bread wheat ( Triticum aestivum L) variety HD3411 following marker-assisted backcross breeding for drought tolerance. Front Genet 2023; 14:1046624. [PMID: 36911407 PMCID: PMC9998906 DOI: 10.3389/fgene.2023.1046624] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Accepted: 02/06/2023] [Indexed: 02/26/2023] Open
Abstract
Marker-assisted backcross breeding enables selective insertion of targeted traits into the genome to improve yield, quality, and stress resistance in wheat. In the current investigation, we transferred four drought tolerance quantitative trait loci (QTLs) controlling traits, viz canopy temperature, normalized difference vegetative index, chlorophyll content, and grain yield from the drought-tolerant donor line, C306, into a popular high-yielding, drought-sensitive variety, HD2733. Marker-assisted selection coupled with stringent phenotypic screening was used to advance each generation. This study resulted in 23 improved lines carrying combinations of four drought tolerance QTLs with a range of 85.35%-95.79% background recovery. The backcross-derived lines gave a higher yield under moisture-deficit stress conditions compared with the recipient parent. They also showed higher phenotypic mean values for physiological traits and stability characteristics of HD2733. A promising genotype, HD3411, derived from this cross was identified for release after national multi-location coordinating trials under the All India Coordinated Wheat Improvement Project. Our study is a prime example of the advantages of precision breeding using integrating markers and phenotypic selection to develop new cultivars with desirable traits like drought tolerance.
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Affiliation(s)
| | | | - Hari Krishna
- ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | | | - Neha Rai
- ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - P Shashikumara
- ICAR-Indian Grassland and Fodder Research Institute, Jhansi, India
| | - Nivedita Sinha
- ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Neelu Jain
- ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Pradeep K Singh
- ICAR-Indian Agricultural Research Institute, New Delhi, India
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Bellundagi A, Ramya KT, Krishna H, Jain N, Shashikumara P, Singh PK, Singh GP, Prabhu KV. Marker-assisted backcross breeding for heat tolerance in bread wheat ( Triticum aestivum L.). Front Genet 2022; 13:1056783. [PMID: 36568399 PMCID: PMC9785257 DOI: 10.3389/fgene.2022.1056783] [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] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/23/2022] [Indexed: 12/14/2022] Open
Abstract
Manipulation of flowering time for adaptation through natural or genetic approaches may combat heat-stress damage that occurs at the reproductive stages in production conditions. HD2733, a popular wheat variety of the eastern plains of India, is largely sensitive to heat stress. Therefore, the current study aims to improve heat tolerance of HD2733 by introgression of QTLs associated with early anthesis and high kernel weight linked to markers Xbarc186 and Xgwm190, respectively, through marker-assisted backcross breeding (MABB) from a tolerant donor, WH730. A total of 124 simple sequence repeat (SSR) markers distributed evenly across the genome were used for the background selection. The alleles of Xbarc186 and Xgwm190 were fixed in BC2F1 and BC1F2 generations by selecting individual plants heterozygous for both marker loci and backcrossed with HD2733 and simultaneously selfed to generate BC2F1 and BC1F2 populations, respectively. Furthermore, the selected BC1F2 were selfed to generate the BC1F4 population. By background screening, a total of 39 BC2F3 and 21 BC1F4 families homozygous for the targeted QTLs with 90.9-97.9% and 86.8-88.3% RPG recoveries were selected. The best performing 17 BC2F3 and 10 BC1F4 lines were evaluated for various morpho-physiological traits. Phenotypic evaluation and multi-location trials of the introgressed lines under late sown conditions led to the selection of three promising lines with early anthesis and higher grain yield. The improved lines will serve as an excellent genetic material for functional genomics and expression studies to understand the molecular mechanisms and pathways underlying the stress tolerance.
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Affiliation(s)
- Amasiddha Bellundagi
- ICAR-Indian Institute of Millets Research, Hyderabad, India,ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - K. T. Ramya
- ICAR-Indian Institute of Oilseeds Research, Hyderabad, India
| | - Hari Krishna
- ICAR-Indian Agricultural Research Institute, New Delhi, India,*Correspondence: Hari Krishna, ; Gyanendra Pratap Singh,
| | - Neelu Jain
- ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - P. Shashikumara
- ICAR-Indian Institute of Millets Research, Hyderabad, India,ICAR-Indian Grassland and Fodder Research Institute, Jhansi, India
| | | | - Gyanendra Pratap Singh
- ICAR-Indian Institute of Wheat and Barley Research, Karnal, India,*Correspondence: Hari Krishna, ; Gyanendra Pratap Singh,
| | - Kumble Vinod Prabhu
- Protection of Plant Varieties and Farmers’ Rights Authority, Government of India, New Delhi, India
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Ramya KT, Bellundagi A, Harikrishna, Rai N, Jain N, Singh PK, Arora A, Singh GP, Prabhu KV. Gene Action Governing the Inheritance of Stomatal Conductance in Four Wheat Crosses Under High Temperature Stress Condition. Front Plant Sci 2021; 12:658443. [PMID: 34868094 PMCID: PMC8635030 DOI: 10.3389/fpls.2021.658443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 10/12/2021] [Indexed: 06/13/2023]
Abstract
The knowledge pertaining to gene action and interactions involved in the inheritance of a character in different generations is crucial for determining the breeding strategies in crop improvement program. In the present study, the gene action of stomatal conductance was determined in four wheat populations under high elevated temperatures coupled with late sowing at experimental farm, ICAR-Indian Agricultural Research Institute, New Delhi, India. Steady-state SC-1 leaf porometer was used to record stomatal conductance on adaxial and abaxial leaf surface at late boot (Z 49-50), early milk (Z 73), and late milk (Z 77) growth stages. Evidence for nuclear genetic control of stomatal conductance was strong, with large and repeatable genetic difference observed for parents and progeny across all the four crosses. Mean stomatal conductance for genotypes, GW 322 and GW 366, was consistently low at late boot, early milk, and late milk under timely sown, late sown, and very late sown condition, whereas the converse was true for the high-conducting parents, KAUZ/AA//KAUZ and RAC 875. Additive and additive x additive epistatic effects were large and reasonably consistent at three stages and in all crosses. Detection of epistasis and evidence of transgressive segregation suggested that variation for stomatal conductance was under oligo or polygenic control. Thus, it is conceivable that independent alleles at two or more loci could be pyramided into a single family for increased or decreased stomatal conductance. Additive-based gene action also facilitates with simple selection at early generation to improve stomatal conductance in expected direction. This is the first report on estimates of gene action for stomatal conductance of flag leaf under heat stress condition during reproductive and grain filling stage.
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Affiliation(s)
| | - Amasiddha Bellundagi
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Harikrishna
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Neha Rai
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Neelu Jain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Pradeep Kumar Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Ajay Arora
- Division of Plant Physiology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | - Kumble Vinod Prabhu
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
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Puttamadanayaka S, Harikrishna, Balaramaiah M, Biradar S, Parmeshwarappa SV, Sinha N, Prasad SVS, Mishra PC, Jain N, Singh PK, Singh GP, Prabhu KV. Mapping genomic regions of moisture deficit stress tolerance using backcross inbred lines in wheat (Triticum aestivum L.). Sci Rep 2020; 10:21646. [PMID: 33303897 PMCID: PMC7729395 DOI: 10.1038/s41598-020-78671-x] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [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: 07/10/2020] [Accepted: 11/13/2020] [Indexed: 11/24/2022] Open
Abstract
Identification of markers associated with major physiological and yield component traits under moisture deficit stress conditions in preferred donor lines paves the way for marker-assisted selection (MAS). In the present study, a set of 183 backcross inbred lines (BILs) derived from the cross HD2733/2*C306 were genotyped using 35K Axiom genotyping array and SSR markers. The multi-trait, multi-location field phenotyping of BILs was done at three locations covering two major wheat growing zones of India, north-western plains zone (NWPZ) and central zone (CZ) under varying moisture regimes. A linkage map was constructed using 705 SNPs and 86 SSR polymorphic markers. A total of 43 genomic regions and QTL × QTL epistatic interactions were identified for 14 physiological and yield component traits, including NDVI, chlorophyll content, CT, CL, PH, GWPS, TGW and GY. Chromosomes 2A, 5D, 5A and 4B harbors greater number of QTLs for these traits. Seven Stable QTLs were identified across environment for DH (QDh.iari_6D), GWPS (QGWPS.iari_5B), PH (QPh.iari_4B-2, QPh.iari_4B-3) and NDVI (QNdvi1.iari_5D, QNdvi3.iari_5A). Nine genomic regions identified carrying major QTLs for CL, NDVI, RWC, FLA, PH, TGW and biomass explaining 10.32–28.35% of the phenotypic variance. The co-segregation of QTLs of physiological traits with yield component traits indicate the pleiotropic effects and their usefulness in the breeding programme. Our findings will be useful in dissecting genetic nature and marker-assisted selection for moisture deficit stress tolerance in wheat.
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Affiliation(s)
| | - Harikrishna
- ICAR-Indian Agricultural Research Institute, New Delhi, 110 012, India.
| | - Manu Balaramaiah
- ICAR-Indian Agricultural Research Institute, New Delhi, 110 012, India
| | - Sunil Biradar
- ICAR-Indian Agricultural Research Institute, New Delhi, 110 012, India
| | | | - Nivedita Sinha
- ICAR-Indian Agricultural Research Institute, New Delhi, 110 012, India
| | - S V Sai Prasad
- ICAR-Indian Agricultural Research Institute, New Delhi, 110 012, India
| | - P C Mishra
- Jawaharlal Nehru Krishi Vishwa Vidyalaya, Jabalpur, Madhya Pradesh, 482 004, India
| | - Neelu Jain
- ICAR-Indian Agricultural Research Institute, New Delhi, 110 012, India
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Jain N, Rani S, Sharma C, Sinha N, Singh A, Sharma JB, Prasad P, Saripalli G, Sharma PK, Balyan HS, Gupta PK, Prabhu KV. Large-scale stage-specific regulation of gene expression during host-pathogen interactions in CSP44 bread wheat carrying APR gene Lr48. Funct Plant Biol 2020; 47:203-225. [PMID: 32007128 DOI: 10.1071/fp18336] [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] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/24/2018] [Accepted: 10/18/2019] [Indexed: 06/10/2023]
Abstract
Genome-wide transcriptome analysis was undertaken in a leaf-rust resistant bread wheat line CSP44 (selected from Australian cv. Condor) carrying the adult plant resistance (APR) gene Lr48. Two pre-adult plant (P-AP) susceptible stages (S48 and S96) and two adult plant (AP) resistant stages (R48 and R96) were used for RNA-seq. At the susceptible P-AP stage (during S48 to S96), expression increased in 2062 genes, and declined in 130 genes; 1775 of 2062 differentially expressed genes (DEGs) also exhibited high expression during early incompatible stage R48. Comparison of S96 with R96 showed that the expression of 80 genes was enhanced and that of 208 genes declined at the AP stage. At the resistant AP stage (during R48 to R96), expression of mere 25 genes increased and that of 126 genes declined. Apparently, the resistance during late adult stage (R96) is caused by regulation of the expression of relatively fewer genes, although at pre-adult stage (S48 to S96), expression of large number of genes increased; expression of majority of these genes kept on increasing during adult stage at R48 also. These and other results of the present study suggest that APR may mimic some kind of systemic acquired resistance (SAR). The host-specific DEGs belonged to 10 different classes including genes involved in defence, transport, epigenetics, photosynthesis, genes encoding some transcription factors etc. The pathogen (Puccinia triticina) specific DEGs (including three genes encoding known biotrophic effectors) seem to help the pathogen in infection/growth through large-scale stage-specific enhanced expression of host's genes. A putative candidate gene for Lr48 containing protein kinase domain (its ortholog in rice encoding OsWAK8) was also identified.
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Affiliation(s)
- Neelu Jain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Sushma Rani
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Chanchal Sharma
- Chaudhary Charan Singh University, Meerut 250004, UP, India; and Department of Biotechnology, College of Engineering, Daegu University, Gyeongsan City, Gyeongbook 38453, South Korea
| | - Nivedita Sinha
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Anupam Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Jai Bhagwan Sharma
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India
| | - Pramod Prasad
- Indian Institute of Wheat and Barley Research, Regional Station, Flowerdale, Shimla 171002, India
| | | | | | | | | | - Kumble Vinod Prabhu
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi 110012, India; and Protection of Plant Varieties and Farmers' Rights Authority, Govt. of India, Ministry of Agriculture & Farmers Welfare, New Delhi 110012 (India)
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Dutta S, Jha SK, Prabhu KV, Kumar M, Mukhopadhyay K. Leaf rust (Puccinia triticina) mediated RNAi in wheat (Triticum aestivum L.) prompting host susceptibility. Funct Integr Genomics 2019; 19:437-452. [PMID: 30671704 DOI: 10.1007/s10142-019-00655-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Revised: 12/05/2018] [Accepted: 01/09/2019] [Indexed: 01/12/2023]
Abstract
Significance of microRNAs in regulating gene expression in higher eukaryotes as well as in pathogens like fungi to suppress host defense is a well-established phenomenon. The present study focuses on leaf rust fungi Puccinia triticina (Pathotype 77-5) mediated RNAi to make wheat (Triticum aestivum L.) more susceptible. To reach such conclusions, we first confirmed the presence of argonaute (AGO) and dicer-like protein (DCL) family sequences in Puccinia. Bioinformatic tools were applied to retrieve the sequences from Puccinia genome followed by cloning and sequencing from P. triticina pathotype 77-5 cDNA to obtain the specific sequences. Their homologs were searched in other 14 Puccinia races to relate them with pathogenesis. Further, precursor sequences for three miRNA-like RNA molecules (milRs) were cloned from P. triticina cDNA. Their target genes like MAP kinase were successfully predicted and validated through degradome mapping and qRT-PCR. Gradual increase in milR2 (milR and milR*) expression over progressive time point of infection and positive expression for all the milRs within 77-5 urediniospores confirmed a complete host- independent RNAi activity by P. triticina.
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Affiliation(s)
- Summi Dutta
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Shailendra Kumar Jha
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Kumble Vinod Prabhu
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Manish Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Kunal Mukhopadhyay
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India.
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Sharma C, Kumar S, Saripalli G, Jain N, Raghuvanshi S, Sharma JB, Prabhu KV, Sharma PK, Balyan HS, Gupta PK. H3K4/K9 acetylation and Lr28-mediated expression of six leaf rust responsive genes in wheat (Triticum aestivum). Mol Genet Genomics 2018; 294:227-241. [PMID: 30298213 DOI: 10.1007/s00438-018-1500-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2018] [Accepted: 09/28/2018] [Indexed: 10/28/2022]
Abstract
Development of leaf rust-resistant cultivars is a priority during wheat breeding, since leaf rust causes major losses in yield. Resistance against leaf rust due to Lr genes is partly controlled by epigenetic modifications including histone acetylation that is known to respond to biotic/abiotic stresses. In the present study, enrichment of H3K4ac and H3K9ac in promoters of six defense responsive genes (N-acetyltransferase, WRKY 40, WRKY 70, ASR1, Peroxidase 12 and Sarcosine oxidase) was compared with their expression in a pair of near-isogenic lines (NILs) for the gene Lr28 following inoculation with leaf rust pathotype '77-5'; ChIP-qPCR was used for this purpose. The proximal and distal promoters of these genes contained a number of motifs that are known to respond to biotic stresses. The enrichment of two acetylation marks changed with passage of time; changes in expression of two of the six genes (N-acetyltransferase and peroxidase12), largely matched with changes in H3K4/H3K9 acetylation patterns of the two promoter regions. For example, enrichment of both the marks matched with higher expression of N-acetyltransferase gene in susceptible NIL and the deacetylation (H3K4ac) largely matched with reduced gene expression in resistant NIL. In peroxidase12, enrichment of H3K4ac and H3K9ac largely matched with higher expression in both the NILs. In the remaining four genes, changes in H3 acetylation did not always match with gene expression levels. This indicated complexity in the regulation of the expression of these remaining four genes, which may be controlled by other epigenetic/genetic regulatory mechanisms that need further analysis.
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Affiliation(s)
- Chanchal Sharma
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut, 250004, India.,Department of Biotechnology, College of Engineering, Daegu University, Gyeongsan, Gyeongbuk, 38453, South Korea
| | - Santosh Kumar
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, 110021, India
| | - Gautam Saripalli
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut, 250004, India
| | - Neelu Jain
- Division of Genetics, ICAR-Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - Saurabh Raghuvanshi
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, 110021, India
| | - J B Sharma
- Division of Genetics, ICAR-Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - K V Prabhu
- Division of Genetics, ICAR-Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - P K Sharma
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut, 250004, India
| | - H S Balyan
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut, 250004, India
| | - P K Gupta
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut, 250004, India.
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Sharma C, Saripalli G, Kumar S, Gautam T, Kumar A, Rani S, Jain N, Prasad P, Raghuvanshi S, Jain M, Sharma JB, Prabhu KV, Sharma PK, Balyan HS, Gupta PK. A study of transcriptome in leaf rust infected bread wheat involving seedling resistance gene Lr28. Funct Plant Biol 2018; 45:1046-1064. [PMID: 32291004 DOI: 10.1071/fp17326] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/18/2017] [Accepted: 04/09/2018] [Indexed: 05/02/2023]
Abstract
Leaf rust disease causes severe yield losses in wheat throughout the world. During the present study, high-throughput RNA-Seq analysis was used to gain insights into the role of Lr28 gene in imparting seedling leaf rust resistance in wheat. Differential expression analysis was conducted using a pair of near-isogenic lines (NILs) (HD 2329 and HD 2329+Lr28) at early (0h before inoculation (hbi), 24 and 48h after inoculation (hai)) and late stages (72, 96 and 168 hai) after inoculation with a virulent pathotype of pathogen Puccinia triticina. Expression of a large number of genes was found to be affected due to the presence/absence of Lr28. Gene ontology analysis of the differentially expressed transcripts suggested enrichment of transcripts involved in carbohydrate and amino acid metabolism, oxidative stress and hormone metabolism, in resistant and/or susceptible NILs. Genes encoding receptor like kinases (RLKs) (including ATP binding; serine threonine kinases) and other kinases were the most abundant class of genes, whose expression was affected. Genes involved in reactive oxygen species (ROS) homeostasis and several genes encoding transcription factors (TFs) (most abundant being WRKY TFs) were also identified along with some ncRNAs and histone variants. Quantitative real-time PCR was also used for validation of 39 representative selected genes. In the long term, the present study should prove useful in developing leaf rust resistant wheat cultivars through molecular breeding.
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Affiliation(s)
- Chanchal Sharma
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
| | - Gautam Saripalli
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
| | - Santosh Kumar
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, 110021, India
| | - Tinku Gautam
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
| | - Avneesh Kumar
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
| | - Sushma Rani
- Division of Genetics, Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - Neelu Jain
- Division of Genetics, Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - Pramod Prasad
- Regional Station, Indian Institute of Wheat and Barley Research, Flowerdale, Shimla, 171002, India
| | - Saurabh Raghuvanshi
- Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi, 110021, India
| | - Mukesh Jain
- School of Computational and Integrative Sciences, Jawaharlal Nehru University, New Delhi, 110067, India
| | - J B Sharma
- Division of Genetics, Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - K V Prabhu
- Division of Genetics, Indian Agricultural Research Institute (IARI), Pusa, New Delhi, 110022, India
| | - P K Sharma
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
| | - H S Balyan
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
| | - P K Gupta
- Department of Genetics and Plant Breeding, Ch.Charan Singh University, Meerut, 250004, India
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Singh D, Kumar D, Satapathy L, Pathak J, Chandra S, Riaz A, Bhaganagre G, Dhariwal R, Kumar M, Prabhu KV, Balyan HS, Gupta PK, Mukhopadhyay K. Insights of Lr28 mediated wheat leaf rust resistance: Transcriptomic approach. Gene 2017; 637:72-89. [DOI: 10.1016/j.gene.2017.09.028] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2017] [Revised: 08/31/2017] [Accepted: 09/14/2017] [Indexed: 01/09/2023]
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Dutta S, Kumar D, Jha S, Prabhu KV, Kumar M, Mukhopadhyay K. Identification and molecular characterization of a trans-acting small interfering RNA producing locus regulating leaf rust responsive gene expression in wheat (Triticum aestivum L.). Planta 2017; 246:939-957. [PMID: 28710588 DOI: 10.1007/s00425-017-2744-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [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: 05/22/2017] [Accepted: 07/11/2017] [Indexed: 05/09/2023]
Abstract
A novel leaf rust responsive ta-siRNA-producing locus was identified in wheat showing similarity to 28S rRNA and generated four differentially expressing ta-siRNAs by phasing which targeted stress responsive genes. Trans-acting-small interfering RNAs (Ta-siRNAs) are plant specific molecules generally involved in development and are also stress responsive. Ta-siRNAs identified in wheat till date are all responsive to abiotic stress only. Wheat cultivation is severely affected by rusts and leaf rust particularly affects grain filling. This study reports a novel ta-siRNA producing locus (TAS) in wheat which is a segment of 28S ribosomal RNA but shows differential expression during leaf rust infestation. Four small RNA libraries prepared from wheat Near Isogenic Lines were treated with leaf rust pathogen and compared with untreated controls. A TAS with the ability to generate four ta-siRNAs by phasing events was identified along with the microRNA TamiR16 as the phase initiator. The targets of the ta-siRNAs included α-gliadin, leucine rich repeat, trans-membrane proteins, glutathione-S-transferase, and fatty acid desaturase among others, which are either stress responsive genes or are essential for normal growth and development of plants. Expression of the TAS, its generated ta-siRNAs, and their target genes were profiled at five different time points after pathogen inoculation of susceptible and resistant wheat isolines and compared with mock-inoculated controls. Comparative analysis of expression unveiled differential and reciprocal relationship as well as discrete patterns between susceptible and resistant isolines. The expression profiles of the target genes of the identified ta-siRNAs advocate more towards effector triggered susceptibility favouring pathogenesis. The study helps in discerning the functions of wheat genes regulated by ta-siRNAs in response to leaf rust.
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Affiliation(s)
- Summi Dutta
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Dhananjay Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
- Department of Botany, PDM University, Bahadurgarh, Haryana, 124507, India
| | - Shailendra Jha
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Kumble Vinod Prabhu
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Manish Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Kunal Mukhopadhyay
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India.
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Mondal B, Singh A, Yadav A, Tomar RSS, Vinod, Singh GP, Prabhu KV. QTL Mapping for Early Ground Cover in Wheat (<i>Triticum aestivum</i> L.) under Drought Stress. CURR SCI INDIA 2017. [DOI: 10.18520/cs/v112/i06/1266-1271] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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Bollinedi H, S. GK, Prabhu KV, Singh NK, Mishra S, Khurana JP, Singh AK. Molecular and Functional Characterization of GR2-R1 Event Based Backcross Derived Lines of Golden Rice in the Genetic Background of a Mega Rice Variety Swarna. PLoS One 2017; 12:e0169600. [PMID: 28068433 PMCID: PMC5221763 DOI: 10.1371/journal.pone.0169600] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [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: 09/12/2016] [Accepted: 12/18/2016] [Indexed: 01/12/2023] Open
Abstract
Homozygous Golden Rice lines developed in the background of Swarna through marker assisted backcross breeding (MABB) using transgenic GR2-R1 event as a donor for the provitamin A trait have high levels of provitamin A (up to 20 ppm) but are dwarf with pale green leaves and drastically reduced panicle size, grain number and yield as compared to the recurrent parent, Swarna. In this study, we carried out detailed morphological, biochemical and molecular characterization of these lines in a quest to identify the probable reasons for their abnormal phenotype. Nucleotide blast analysis with the primer sequences used to amplify the transgene revealed that the integration of transgene disrupted the native OsAux1 gene, which codes for an auxin transmembrane transporter protein. Real time expression analysis of the transgenes (ZmPsy and CrtI) driven by endosperm-specific promoter revealed the leaky expression of the transgene in the vegetative tissues. We propose that the disruption of OsAux1 disturbed the fine balance of plant growth regulators viz., auxins, gibberellic acid and abscisic acid, leading to the abnormalities in the growth and development of the lines homozygous for the transgene. The study demonstrates the conserved roles of OsAux1 gene in rice and Arabidopsis.
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Affiliation(s)
- Haritha Bollinedi
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Gopala Krishnan S.
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Kumble Vinod Prabhu
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Nagendra Kumar Singh
- ICAR-National Research Centre on Plant Biotechnology, Pusa Campus, New Delhi, Delhi, India
| | - Sushma Mishra
- Department of Plant Molecular Biology, University of Delhi, South Campus, New Delhi, Delhi, India
| | - Jitendra P. Khurana
- Department of Plant Molecular Biology, University of Delhi, South Campus, New Delhi, Delhi, India
| | - Ashok Kumar Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
- * E-mail:
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Kumar D, Dutta S, Singh D, Prabhu KV, Kumar M, Mukhopadhyay K. Uncovering leaf rust responsive miRNAs in wheat (Triticum aestivum L.) using high-throughput sequencing and prediction of their targets through degradome analysis. Planta 2017; 245:161-182. [PMID: 27699487 DOI: 10.1007/s00425-016-2600-9] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [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: 06/22/2016] [Accepted: 09/27/2016] [Indexed: 05/09/2023]
Abstract
Deep sequencing identified 497 conserved and 559 novel miRNAs in wheat, while degradome analysis revealed 701 targets genes. QRT-PCR demonstrated differential expression of miRNAs during stages of leaf rust progression. Bread wheat (Triticum aestivum L.) is an important cereal food crop feeding 30 % of the world population. Major threat to wheat production is the rust epidemics. This study was targeted towards identification and functional characterizations of micro(mi)RNAs and their target genes in wheat in response to leaf rust ingression. High-throughput sequencing was used for transcriptome-wide identification of miRNAs and their expression profiling in retort to leaf rust using mock and pathogen-inoculated resistant and susceptible near-isogenic wheat plants. A total of 1056 mature miRNAs were identified, of which 497 miRNAs were conserved and 559 miRNAs were novel. The pathogen-inoculated resistant plants manifested more miRNAs compared with the pathogen infected susceptible plants. The miRNA counts increased in susceptible isoline due to leaf rust, conversely, the counts decreased in the resistant isoline in response to pathogenesis illustrating precise spatial tuning of miRNAs during compatible and incompatible interaction. Stem-loop quantitative real-time PCR was used to profile 10 highly differentially expressed miRNAs obtained from high-throughput sequencing data. The spatio-temporal profiling validated the differential expression of miRNAs between the isolines as well as in retort to pathogen infection. Degradome analysis provided 701 predicted target genes associated with defense response, signal transduction, development, metabolism, and transcriptional regulation. The obtained results indicate that wheat isolines employ diverse arrays of miRNAs that modulate their target genes during compatible and incompatible interaction. Our findings contribute to increase knowledge on roles of microRNA in wheat-leaf rust interactions and could help in rust resistance breeding programs.
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Affiliation(s)
- Dhananjay Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Summi Dutta
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Dharmendra Singh
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
- QAAFI, Centre of Plant Science, The University of Queensland, Brisbane, QLD, 4072, Australia
| | - Kumble Vinod Prabhu
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Manish Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India
| | - Kunal Mukhopadhyay
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi, Jharkhand, 835215, India.
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Bhat JA, Ali S, Salgotra RK, Mir ZA, Dutta S, Jadon V, Tyagi A, Mushtaq M, Jain N, Singh PK, Singh GP, Prabhu KV. Genomic Selection in the Era of Next Generation Sequencing for Complex Traits in Plant Breeding. Front Genet 2016; 7:221. [PMID: 28083016 PMCID: PMC5186759 DOI: 10.3389/fgene.2016.00221] [Citation(s) in RCA: 123] [Impact Index Per Article: 15.4] [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: 08/10/2016] [Accepted: 12/12/2016] [Indexed: 12/31/2022] Open
Abstract
Genomic selection (GS) is a promising approach exploiting molecular genetic markers to design novel breeding programs and to develop new markers-based models for genetic evaluation. In plant breeding, it provides opportunities to increase genetic gain of complex traits per unit time and cost. The cost-benefit balance was an important consideration for GS to work in crop plants. Availability of genome-wide high-throughput, cost-effective and flexible markers, having low ascertainment bias, suitable for large population size as well for both model and non-model crop species with or without the reference genome sequence was the most important factor for its successful and effective implementation in crop species. These factors were the major limitations to earlier marker systems viz., SSR and array-based, and was unimaginable before the availability of next-generation sequencing (NGS) technologies which have provided novel SNP genotyping platforms especially the genotyping by sequencing. These marker technologies have changed the entire scenario of marker applications and made the use of GS a routine work for crop improvement in both model and non-model crop species. The NGS-based genotyping have increased genomic-estimated breeding value prediction accuracies over other established marker platform in cereals and other crop species, and made the dream of GS true in crop breeding. But to harness the true benefits from GS, these marker technologies will be combined with high-throughput phenotyping for achieving the valuable genetic gain from complex traits. Moreover, the continuous decline in sequencing cost will make the WGS feasible and cost effective for GS in near future. Till that time matures the targeted sequencing seems to be more cost-effective option for large scale marker discovery and GS, particularly in case of large and un-decoded genomes.
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Affiliation(s)
- Javaid A Bhat
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
| | - Sajad Ali
- National Research Centre for Plant Biotechnology New Delhi, India
| | - Romesh K Salgotra
- School of Biotechnology, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu Chatha, India
| | - Zahoor A Mir
- National Research Centre for Plant Biotechnology New Delhi, India
| | - Sutapa Dutta
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
| | - Vasudha Jadon
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
| | - Anshika Tyagi
- National Research Centre for Plant Biotechnology New Delhi, India
| | - Muntazir Mushtaq
- School of Biotechnology, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu Chatha, India
| | - Neelu Jain
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
| | - Pradeep K Singh
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
| | - Gyanendra P Singh
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
| | - K V Prabhu
- Division of Genetics, Indian Agricultural Research Institute New Delhi, India
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15
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Ellur RK, Khanna A, S GK, Bhowmick PK, Vinod KK, Nagarajan M, Mondal KK, Singh NK, Singh K, Prabhu KV, Singh AK. Marker-aided Incorporation of Xa38, a Novel Bacterial Blight Resistance Gene, in PB1121 and Comparison of its Resistance Spectrum with xa13 + Xa21. Sci Rep 2016; 6:29188. [PMID: 27403778 PMCID: PMC4941404 DOI: 10.1038/srep29188] [Citation(s) in RCA: 43] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Accepted: 06/16/2016] [Indexed: 11/15/2022] Open
Abstract
Basmati rice is preferred internationally because of its appealing taste, mouth feel and aroma. Pusa Basmati 1121 (PB1121) is a widely grown variety known for its excellent grain and cooking quality in the international and domestic market. It contributes approximately USD 3 billion to India's forex earning annually by being the most traded variety. However, PB1121 is highly susceptible to bacterial blight (BB) disease. A novel BB resistance gene Xa38 was incorporated in PB1121 from donor parent PR114-Xa38 using a modified marker-assisted backcross breeding (MABB) scheme. Phenotypic selection prior to background selection was instrumental in identifying the novel recombinants with maximum recovery of recurrent parent phenome. The strategy was effective in delimiting the linkage drag to <0.5 mb upstream and <1.9 mb downstream of Xa38 with recurrent parent genome recovery upto 96.9% in the developed NILs. The NILs of PB1121 carrying Xa38 were compared with PB1121 NILs carrying xa13 + Xa21 (developed earlier in our lab) for their resistance to BB. Both NILs showed resistance against the Xoo races 1, 2, 3 and 6. Additionally, Xa38 also resisted Xoo race 5 to which xa13 + Xa21 was susceptible. The PB1121 NILs carrying Xa38 gene will provide effective control of BB in the Basmati growing region.
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Affiliation(s)
- Ranjith K Ellur
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Apurva Khanna
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Gopala Krishnan S
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Prolay K Bhowmick
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - K K Vinod
- RBGRC, ICAR-Indian Agricultural Research Institute, Aduthurai, Tamil Nadu, India
| | - M Nagarajan
- RBGRC, ICAR-Indian Agricultural Research Institute, Aduthurai, Tamil Nadu, India
| | - Kalyan K Mondal
- Division of Plant Pathology, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Nagendra K Singh
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, India
| | - Kuldeep Singh
- School of Agricultural Biotechnology, Punjab Agricultural University, Ludhiana, India
| | - Kumble Vinod Prabhu
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | - Ashok K Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, India
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P R, Singh GP, Jain N, Singh PK, Pandey MK, Sharma K, Kumar A, Harikrishna, Prabhu KV. Effect of Recurrent Selection on Drought Tolerance and Related Morpho-Physiological Traits in Bread Wheat. PLoS One 2016; 11:e0156869. [PMID: 27300000 PMCID: PMC4907515 DOI: 10.1371/journal.pone.0156869] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [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: 06/22/2015] [Accepted: 05/20/2016] [Indexed: 11/19/2022] Open
Abstract
Drought is one of the major abiotic stresses affecting wheat yield. A recurrent selection program was conducted to improve the drought tolerance and yield of bread wheat using drought tolerant advanced breeding lines from a drought tolerant x susceptible cross (HI 1500 x HUW 510). The parental lines were evaluated for yield, biomass and harvest index (HI) in addition to the drought adaptive traits like Canopy Temperature (CT), chlorophyll content and Normalized Difference Vegetative Index (NDVI). After three rounds of recurrent selection, the half sib progenies exhibited a marked reduction in CT, chlorophyll content and biomass; whereas improvement was noted for yield, HI and NDVI. Drought tolerance of the half-sib population appeared enhanced as indicated by drought indices and grain yield. Compared to base population, half-sibs showed better HI, grain filling and a significant (17.1%) increase in grain yield under water stress conditions. Cooler canopies and increased early vigour might have contributed to drought tolerance. A favourable combination of gibberellin sensitive and insensitive Rhtalleles was observed in the recombinant progenies. However, increased yield under water stress had a negative trade off in reduction of biomass. The study also identified potential lines with high yield and drought tolerance for subsequent varietal development for water limited areas.
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Affiliation(s)
- Ramya P
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Gyanendra Pratap Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Neelu Jain
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Pradeep Kumar Singh
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Manoj Kumar Pandey
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Kavita Sharma
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Arun Kumar
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Harikrishna
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
| | - Kumble Vinod Prabhu
- Division of Genetics, ICAR-Indian Agricultural Research Institute, New Delhi, Delhi, India
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17
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Chandra S, Singh D, Pathak J, Kumari S, Kumar M, Poddar R, Balyan HS, Gupta PK, Prabhu KV, Mukhopadhyay K. De Novo Assembled Wheat Transcriptomes Delineate Differentially Expressed Host Genes in Response to Leaf Rust Infection. PLoS One 2016; 11:e0148453. [PMID: 26840746 PMCID: PMC4739524 DOI: 10.1371/journal.pone.0148453] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2015] [Accepted: 01/17/2016] [Indexed: 11/20/2022] Open
Abstract
Pathogens like Puccinia triticina, the causal organism for leaf rust, extensively damages wheat production. The interaction at molecular level between wheat and the pathogen is complex and less explored. The pathogen induced response was characterized using mock- or pathogen inoculated near-isogenic wheat lines (with or without seedling leaf rust resistance gene Lr28). Four Serial Analysis of Gene Expression libraries were prepared from mock- and pathogen inoculated plants and were subjected to Sequencing by Oligonucleotide Ligation and Detection, which generated a total of 165,767,777 reads, each 35 bases long. The reads were processed and multiple k-mers were attempted for de novo transcript assembly; 22 k-mers showed the best results. Altogether 21,345 contigs were generated and functionally characterized by gene ontology annotation, mining for transcription factors and resistance genes. Expression analysis among the four libraries showed extensive alterations in the transcriptome in response to pathogen infection, reflecting reorganizations in major biological processes and metabolic pathways. Role of auxin in determining pathogenesis in susceptible and resistant lines were imperative. The qPCR expression study of four LRR-RLK (Leucine-rich repeat receptor-like protein kinases) genes showed higher expression at 24 hrs after inoculation with pathogen. In summary, the conceptual model of induced resistance in wheat contributes insights on defense responses and imparts knowledge of Puccinia triticina-induced defense transcripts in wheat plants.
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Affiliation(s)
- Saket Chandra
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Dharmendra Singh
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Jyoti Pathak
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Supriya Kumari
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut 200005, Uttar Pradesh, India
| | - Manish Kumar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Raju Poddar
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
| | - Harindra Singh Balyan
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut 200005, Uttar Pradesh, India
| | - Puspendra Kumar Gupta
- Department of Genetics and Plant Breeding, Ch. Charan Singh University, Meerut 200005, Uttar Pradesh, India
| | - Kumble Vinod Prabhu
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Kunal Mukhopadhyay
- Department of Bio-Engineering, Birla Institute of Technology, Mesra, Ranchi 835215 Jharkhand, India
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Khanna A, Sharma V, Ellur RK, Shikari AB, Gopala Krishnan S, Singh UD, Prakash G, Sharma TR, Rathour R, Variar M, Prashanthi SK, Nagarajan M, Vinod KK, Bhowmick PK, Singh NK, Prabhu KV, Singh BD, Singh AK. Development and evaluation of near-isogenic lines for major blast resistance gene(s) in Basmati rice. Theor Appl Genet 2015; 128:1243-59. [PMID: 25869921 DOI: 10.1007/s00122-015-2502-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/17/2014] [Accepted: 03/20/2015] [Indexed: 05/03/2023]
Abstract
A set of NILs carrying major blast resistance genes in a Basmati rice variety has been developed. Also, the efficacy of pyramids over monogenic NILs against rice blast pathogen Magnaporthe oryzae has been demonstrated. Productivity and quality of Basmati rice is severely affected by rice blast disease. Major genes and QTLs conferring resistance to blast have been reported only in non-Basmati rice germplasm. Here, we report incorporation of seven blast resistance genes from the donor lines DHMASQ164-2a (Pi54, Pi1, Pita), IRBLz5-CA (Pi2), IRBLb-B (Pib), IRBL5-M (Pi5) and IRBL9-W (Pi9) into the genetic background of an elite Basmati rice variety Pusa Basmati 1 (PB1). A total of 36 near-isogenic lines (NILs) comprising of 14 monogenic, 16 two-gene pyramids and six three-gene pyramids were developed through marker-assisted backcross breeding (MABB). Foreground, recombinant and background selection was used to identify the plants with target gene(s), minimize the linkage drag and increase the recurrent parent genome (RPG) recovery (93.5-98.6 %), respectively, in the NILs. Comparative analysis performed using 50,051 SNPs and 500 SSR markers revealed that the SNPs provided better insight into the RPG recovery. Most of the monogenic NILs showed comparable performance in yield and quality, concomitantly, Pusa1637-18-7-6-20 (Pi9), was significantly superior in yield and stable across four different environments as compared to recurrent parent (RP) PB1. Further, among the pyramids, Pusa1930-12-6 (Pi2+Pi5) showed significantly higher yield and Pusa1633-7-8-53-6-8 (Pi54+Pi1+Pita) was superior in cooking quality as compared to RP PB1. The NILs carrying gene Pi9 were found to be the most effective against the concoction of virulent races predominant in the hotspot locations for blast disease. Conversely, when analyzed under artificial inoculation, three-gene pyramids expressed enhanced resistance as compared to the two-gene and monogenic NILs.
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Affiliation(s)
- Apurva Khanna
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, 110012, India
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Kumar D, Kapoor A, Singh D, Satapathy L, Singh AK, Kumar M, Prabhu KV, Mukhopadhyay K. Functional characterisation of a WRKY transcription factor of wheat and its expression analysis during leaf rust pathogenesis. Funct Plant Biol 2014; 41:1295-1309. [PMID: 32481078 DOI: 10.1071/fp14077] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2014] [Accepted: 06/04/2014] [Indexed: 05/27/2023]
Abstract
WRKY proteins are a large family of plant-specific transcription factors associated with regulation of biotic and abiotic stress responses, but how they respond to cereal rust pathogens has never been explored at the molecular level. Full-length cDNA of TaWRKY1B was obtained from a wheat cultivar HD2329 derivative containing leaf rust resistance gene Lr28 based on domain characteristics. The unique feature of this WRKY transcription factor gene was the close proximity of the DNA-binding domain and consensus DNA element W-Box within the open reading frame. Infection with a virulent race of leaf rust fungus resulted in 146-fold induction of the gene in resistant plants, but only 12-fold in the susceptible plants as compared with mock-inoculated controls. Docking models of 74 amino acids DNA-binding domain and 26bp W-Box element showed that the WRKY domain, located on the β1 strand, only interacts with the W-Box at positions corresponding to W125, R126, K127 and Y128 amino acids. A truncated recombinant protein of 9.0 kD, encompassing the DNA-binding domain also showed binding specificity to the 32bp W-Box element in electrophoretic mobility shift assays. The protein-DNA ensemble was also characterised using high-resolution atomic force microscopic imaging. The results contribute to an understanding of the molecular structure and function of a previously uncharacterised WRKY transcription factor in wheat that can be manipulated to improve biotic stress tolerance.
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Affiliation(s)
- Dhananjay Kumar
- Department of Biotechnology, Birla Institute of Technology, Mesra, Ranchi 835215, India
| | - Anjali Kapoor
- Department of Biotechnology, Birla Institute of Technology, Mesra, Ranchi 835215, India
| | - Dharmendra Singh
- Department of Biotechnology, Birla Institute of Technology, Mesra, Ranchi 835215, India
| | - Lopamudra Satapathy
- Department of Biotechnology, Birla Institute of Technology, Mesra, Ranchi 835215, India
| | - Ashwini Kumar Singh
- Central Instrumentation Facility, Birla Institute of Technology, Mesra, Ranchi 835215, India
| | - Manish Kumar
- Department of Biotechnology, Birla Institute of Technology, Mesra, Ranchi 835215, India
| | - Kumble Vinod Prabhu
- National Phytotron Facility, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Kunal Mukhopadhyay
- Department of Biotechnology, Birla Institute of Technology, Mesra, Ranchi 835215, India
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V. V, Singh N, Vasudev S, Kumar Yadava D, Kumar S, Naresh S, Ramachandra Bhat S, Vinod Prabhu K. Evaluación de la diversidad genética en genotipos de <i>Brassica juncea</i> (Brassicaceae) utilizando diferencias fenotípicas y marcadores SSR. REV BIOL TROP 2013. [DOI: 10.15517/rbt.v61i4.12868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Vinu V, Singh N, Vasudev S, Yadava DK, Kumar S, Naresh S, Bhat SR, Prabhu KV. Assessment of genetic diversity in Brassica juncea (Brassicaceae) genotypes using phenotypic differences and SSR markers. REV BIOL TROP 2013; 61:1919-1934. [PMID: 24432543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/03/2023] Open
Abstract
Brassica mustard species represent one of the most important oilseed crops in India, nevertheless, their genetic diversity is barely known. A better understanding on this topic is essential for the proper utilization of genotypes in breeding programmes. We evaluated the genetic diversity among 44 Indian mustard (Brassica juncea) genotypes including varieties/purelines from different agro-climatic zones of India and few exotic genotypes (Australia, Poland and China). For this, we used A and B genome specific SSR markers and phenotypic data on 12 yield and yield contributing traits. Out of the 143 primers tested, 134 reported polymorphism and a total of 355 alleles were amplified. Dendrograms based on Jaccard's similarity coefficients and Manhattan dissimilarity coefficients were generated based on an average linkage algorithm (UPGMA) using marker data and phenotypic data. Genotypes were grouped into four clusters based on genetic distances. Both the clustering patterns based on Jaccard's similarity and Manhattan dissimilarity coefficients, independently, discriminated the genotypes effectively as per their pedigree and origin. PCoA revealed that, the grouping of genotypes based on SSR marker data is more convincing than phenotypic data, however, the correlation between phenotypic and genetic distance matrices was observed to be very low (r = 0.11). Hence, for diversity studies reliability on molecular markers is worth proving and SSR markers are the stronger tools than quantitative traits in discriminating B. juncea genotypes.
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Affiliation(s)
- V Vinu
- Division of Genetics, Indian Agricultural Research Institute, New Delhi.
| | - Naveen Singh
- Division of Genetics, Indian Agricultural Research Institute, New Delhi
| | - Sujata Vasudev
- Division of Genetics, Indian Agricultural Research Institute, New Delhi
| | | | - Sushil Kumar
- NRC on Plant Biotechnology, IARI Campus, New Delhi
| | - Sugandh Naresh
- Division of Genetics, Indian Agricultural Research Institute, New Delhi
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Ocsan RJ, Lai YN, Prabhu KV, Hambly BD, McLachlan CS. Chronic NG-nitro-l-arginine methyl ester (L-NAME) administration in C57BL/6J mice induces a sustained decrease in c-kit positive cells during development of cardiac hypertrophy. J Physiol Pharmacol 2013; 64:727-736. [PMID: 24388887] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/08/2011] [Accepted: 12/09/2013] [Indexed: 06/03/2023]
Abstract
Chronic NG-nitro-l-arginine methyl ester (L-NAME) administration induces cardiac hypertrophy in rodent models. Our aims is to determine the role of c-kit expression in L-NAME induced cardiac hypertrophy. 12-20 week old C57BL/6J mice (5 per group) were administered L-NAME (0.325mg/ml) in the drinking water. Hearts were excised at 1-day, 2-days, 5-days, 2-weeks or 6-weeks; or controls which received no L-NAME. Ventricular cross-sectional wall thickness and individual cardiac myocytes cross-sectional area and cardiomyocyte/nuclear ratio to determine cardiac hypertrophy. Immuno-histochemical staining for c-kit, sca-1 and BCRP undertaken. Six weeks L-NAME administration induced significant cardiac hypertrophy compared to control hearts, evidenced by an increase in the thickness of the cross-sectional free ventricular wall (p<0.05) and an increase in mean individual cross-sectional area of cardiac myocytes in the LV wall (p<0.007). We observed c-kit(+) cells (predominately non-mast cell sub-types) in both healthy mice and in the L-NAME treated mice. C-kit staining in the left ventricular cross sections following L-NAME remained stable at 1 and 2 days compared to controls (p=NS). After 5 days of L-NAME we observed c-kit expression to decrease below control levels (p<0.05) and these lower levels were sustained at 2 and 6 weeks. C-kit expression does not decrease during two days of L-NAME administration, suggesting, firstly, that the later decrease in c-kit is not due to NOS inhibition directly and, secondly, there is the possibility for c-kit(+) cell differentiation into other cell types, possibly inducing myocardial cellular hyperplasia, without significant replacement of the original pool of c-kit(+) cells.
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Affiliation(s)
- R J Ocsan
- Discipline of Pathology, Sydney Medical School, University of Sydney, Sydney, Australia.
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Marathi B, Guleria S, Mohapatra T, Parsad R, Mariappan N, Kurungara VK, Atwal SS, Prabhu KV, Singh NK, Singh AK. QTL analysis of novel genomic regions associated with yield and yield related traits in new plant type based recombinant inbred lines of rice (Oryza sativa L.). BMC Plant Biol 2012; 12:137. [PMID: 22876968 PMCID: PMC3438134 DOI: 10.1186/1471-2229-12-137] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2012] [Accepted: 07/30/2012] [Indexed: 05/04/2023]
Abstract
BACKGROUND Rice is staple food for more than half of the world's population including two billion Asians, who obtain 60-70% of their energy intake from rice and its derivatives. To meet the growing demand from human population, rice varieties with higher yield potential and greater yield stability need to be developed. The favourable alleles for yield and yield contributing traits are distributed among two subspecies i.e., indica and japonica of cultivated rice (Oryza sativa L.). Identification of novel favourable alleles in indica/japonica will pave way to marker-assisted mobilization of these alleles in to a genetic background to break genetic barriers to yield. RESULTS A new plant type (NPT) based mapping population of 310 recombinant inbred lines (RILs) was used to map novel genomic regions and QTL hotspots influencing yield and eleven yield component traits. We identified major quantitative trait loci (QTLs) for days to 50% flowering (R2 = 25%, LOD = 14.3), panicles per plant (R2 = 19%, LOD = 9.74), flag leaf length (R2 = 22%, LOD = 3.05), flag leaf width (R2 = 53%, LOD = 46.5), spikelets per panicle (R2 = 16%, LOD = 13.8), filled grains per panicle (R2 = 22%, LOD = 15.3), percent spikelet sterility (R2 = 18%, LOD = 14.24), thousand grain weight (R2 = 25%, LOD = 12.9) and spikelet setting density (R2 = 23%, LOD = 15) expressing over two or more locations by using composite interval mapping. The phenotypic variation (R2) ranged from 8 to 53% for eleven QTLs expressing across all three locations. 19 novel QTLs were contributed by the NPT parent, Pusa1266. 15 QTL hotpots on eight chromosomes were identified for the correlated traits. Six epistatic QTLs effecting five traits at two locations were identified. A marker interval (RM3276-RM5709) on chromosome 4 harboring major QTLs for four traits was identified. CONCLUSIONS The present study reveals that favourable alleles for yield and yield contributing traits were distributed among two subspecies of rice and QTLs were co-localized in different genomic regions. QTL hotspots will be useful for understanding the common genetic control mechanism of the co-localized traits and selection for beneficial allele at these loci will result in a cumulative increase in yield due to the integrative positive effect of various QTLs. The information generated in the present study will be useful to fine map and to identify the genes underlying major robust QTLs and to transfer all favourable QTLs to one genetic background to break genetic barriers to yield for sustained food security.
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Affiliation(s)
- Balram Marathi
- International Rice Research Institute, DAPO Box 7777, Metro Manila, Philippines
- Indian Agricultural Research Institute, New Delhi, 110012, India
| | - Smriti Guleria
- Indian Agricultural Research Institute, New Delhi, 110012, India
| | | | - Rajender Parsad
- Indian Agricultural Statistical Research Institute, New Delhi, 110012, India
| | - Nagarajan Mariappan
- Regional Station, Indian Agricultural Research Institute, Aduthurai, 612101, India
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Singh A, Pallavi JK, Gupta P, Prabhu KV. Identification of microsatellite markers linked to leaf rust resistance gene Lr25 in wheat. J Appl Genet 2011; 53:19-25. [PMID: 22033869 DOI: 10.1007/s13353-011-0070-0] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2011] [Revised: 09/17/2011] [Accepted: 09/27/2011] [Indexed: 11/29/2022]
Abstract
The leaf rust resistance gene Lr25, transferred from Secale cereale L. into wheat and located on chromosome 4B, imparts resistance to all pathotypes of leaf rust in South-East Asia. In an F(2)-derived F(3) population, created by crossing TcLr25 that carries the gene Lr25 for leaf rust resistance with leaf rust-susceptible parent Agra Local, three microsatellite markers located on the long arm of chromosome 4B were found to be linked to the Lr25 locus. The donor parent TcLr25 is a near-isogenic line derived from the variety Thatcher. The most virulent pathotype of leaf rust in the South-East Asian region, designated 77-5 (121R63-1), was used for challenging the population under artificially controlled conditions. The marker Xgwm251 behaved as a co-dominant marker placed 3.8 cM away from the Lr25 locus on 4BL. Two null allele markers, Xgwm538 and Xgwm6, in the same linkage group were located at a distance of 3.8 cM and 16.2 cM from the Lr25 locus, respectively. The genetic sequence of Xgwm251, Lr25, Xgwm538, and Xgwm6 covered a total length of 20 cM on 4BL. The markers were validated for their specificity to Lr25 resistance in a set of 43 wheat genetic stocks representing 43 other Lr genes.
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Affiliation(s)
- Anupam Singh
- National Phytotron Facility, Indian Agricultural Research Institute, New Delhi, India
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Gupta SK, Charpe A, Prabhu KV, Haque QMR. Identification and validation of molecular markers linked to the leaf rust resistance gene Lr19 in wheat. Theor Appl Genet 2006; 113:1027-36. [PMID: 16896713 DOI: 10.1007/s00122-006-0362-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2005] [Accepted: 07/04/2006] [Indexed: 05/11/2023]
Abstract
A leaf rust resistance gene Lr19 on the chromosome 7DL of wheat derived from Agropyron elongatum was tagged with random amplified polymorphic DNA (RAPD) and microsatellite markers. The F(2) population of 340 plants derived from a cross between the leaf rust resistant near-isogenic line (NIL) of Thatcher (Tc + Lr19) and leaf rust susceptible line Agra Local that segregated for dominant monogenic leaf rust resistance was utilized for generating the mapping population. The molecular markers were mapped in the F(2) derived F(3) homozygous population of 140 seedlings. Sixteen RAPD markers were identified as linked to the alien gene Lr19 among which eight were in a coupling phase linkage. Twelve RAPD markers co-segregated with Lr19 locus. Nine microsatellite markers located on the long arm of chromosome 7D were also mapped as linked to the gene Lr19, including 7 markers which co-segregated with Lr19 locus, thus generating a saturated region carrying 25 molecular markers linked to the gene Lr19 within 10.2 +/- 0.062 cM on either side of the locus. Two RAPD markers S265(512) and S253(737) which flanked the locus Lr19 were converted to sequence characterized amplified region markers SCS265(512) and SCS253(736), respectively. The marker SCS265(512) was linked with Lr19 in a coupling phase and the marker SCS253(736) was linked in a repulsion phase, which when used together mimicked one co-dominant marker capable of distinguishing the heterozygous resistant seedlings from the homozygous resistant. The molecular markers were validated on NILs mostly in Thatcher background isogenic for 44 different Lr genes belonging to both native and alien origin. The validation for polymorphism in common leaf rust susceptible cultivars also confirmed the utility of these tightly linked markers to the gene Lr19 in marker-assisted selection.
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Affiliation(s)
- Sudhir Kumar Gupta
- National Phytotron Facility, Indian Agricultural Research Institute, New Delhi 110012, India
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Gupta SK, Charpe A, Koul S, Prabhu KV, Haq QMR. Development and validation of molecular markers linked to an Aegilops umbellulata-derived leaf-rust-resistance gene, Lr9, for marker-assisted selection in bread wheat. Genome 2006; 48:823-30. [PMID: 16391688 DOI: 10.1139/g05-051] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
An Aegilops umbellulata-derived leaf-rust-resistance gene, Lr9, was tagged with 3 random amplified polymorphic DNA (RAPD) markers, which mapped within 1.8 cM of gene Lr9 located on chromosome 6BL of wheat. The markers were identified in an F2 population segregating for leaf-rust resistance, which was generated from a cross between 2 near-isogenic lines that differed in the alien gene Lr9 in a widely adopted agronomic background of cultivar 'HD 2329'. Disease phenotyping was done in controlled environmental conditions by inoculating the population with the most virulent pathotype, 121 R63-1 of Puccinia triticina. One RAPD marker, S5550, located at a distance of 0.8+/-0.008 cM from the Lr9 locus, was converted to sequence-characterized amplified region (SCAR) marker SCS5550. The SCAR marker was validated for its specificity to gene Lr9 against 44 of the 50 known Lr genes and 10 wheat cultivars possessing the gene Lr9. Marker SCS5550 was used with another SCAR marker, SCS73719, previously identified as being linked to gene Lr24 on a segregating F2 population to select for genes Lr9 and Lr24, respectively, demonstrating the utility of the 2 markers in marker-assisted gene pyramiding for leaf-rust resistance in wheat.
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Affiliation(s)
- Sudhir Kumar Gupta
- National Phytotron Facility, Indian Agricultural Research Institute, New Delhi, India
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Arunachalam V, Verma S, Sujata V, Prabhu KV. Marker-aided genetic divergence analysis in Brassica. J Genet 2005; 84:123-30. [PMID: 16131711 DOI: 10.1007/bf02715837] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Genetic divergence was evaluated in 31 breeding lines from four Brassica species using Mahalanobis' D2. A new method of grouping using D2 values was used to group the 31 lines, based on diagnostic morphological traits (called morphoqts). Isozyme variation of the individual enzymes esterase and glutamate oxaloacetate was quantified by five parameters (called isoqts) developed earlier. Grouping by the same method was also done based on the isoqts, and the grouping by isozymes was compared with that by morphoqts. Overall, there was an agreement of 73% suggesting that isoqts can be used in the choice of parents and also first stage selection of segregants in the laboratory. It was suggested that such an exercise would help to take care of season-bound and field-related problems of breeding. The new isozyme QTs, within lane variance of relative mobility and relative absorption, accounted for about 50% of the total divergence. The utility of the new method and isoqts in cost-effective breeding were highlighted.
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Affiliation(s)
- V Arunachalam
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110 012, India.
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Prabhu KV, Arunachalam V, Bandyopadhyay A. Nonparametric approach to multitrait selection for yield in groundnut (Arachis hypogaea L.). Theor Appl Genet 1990; 80:223-227. [PMID: 24220899 DOI: 10.1007/bf00224390] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/1989] [Accepted: 04/03/1990] [Indexed: 06/02/2023]
Abstract
Eight characters related to nitrogen fixation and pod development measured 30 days after flowering were evaluated for their correct grading of the relative yield performance of 17 genetically diverse lines of groundnut (Arachis hypogaea L.). Each line was assigned a high or low yield status based on its pod yield, shelling percentage, and 100-kernel weight. Seventeen character combinations were examined for their relative merit in correct identification of the yield status of lines. The character sets, nitrogenase activity alone or in combination with nitrogen percent or shoot weight identified the status of 77% of lines correctly. The extent to which various characters accounted for the variation in pod yield was also checked by multiple regression analysis. While the character combination, nitrogen percent plus leaf area explained 75% of variation in pod yield, nodule mass, nitrogenase activity, and leaf area occurred in some other combinations that explained yield variation to a lesser extent. These analyses point to the profitability of involving crop physiological traits such as leaf area and nitrogen percent in selecting for relative yield performance in groundnut.
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Affiliation(s)
- K V Prabhu
- Division of Genetics, Indian Agricultural Research Institute, 110012, New Delhi, India
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Prabhu KV, Deodhar KP, Purandare NM, Rao MV. Study of hepatic veins in hepatic cirrhosis. J Postgrad Med 1973; 19:145-8. [PMID: 4793632] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
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