Progress 09/01/16 to 08/31/17
Outputs Target Audience:Rice producers, plant breeders, geneticists, pathologists and other researchers working with rice and abiotic stresses Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?The project provided opportunities for training and professional development for two graduate students, one research associate, one visiting research fellow, and a postdoctoral researcher. How have the results been disseminated to communities of interest?Research progress made in this project was presented at the National Association of Plant Breeders 2017 Annual Meeting and Plant Biology 2017 Conference held at the University of California-Davis, Davis, CA, Aug 7-10, 2017 and Honolulu, Hawaii, June 24-28, 2017, respectively. Six referee journal articles were published. What do you plan to do during the next reporting period to accomplish the goals?We plan to fine map the salt tolerance genes and to pyramid the QTLs using selected salt tolerant introgression lines. A global transcriptomics study using a few selected introgression lines will be done. We also plan to complete genotyping and phenotyping of drought tolerant RIL mapping populations and development of introgression lines of drought tolerant donors.
Impacts What was accomplished under these goals?
The overall goal of this research project is to enhance abiotic stress tolerance in high yielding rice cultivars through mapping and introgression of abiotic stress tolerance gene/traits from exotic abiotic stress tolerant donors. In the salt tolerance project, a set of introgression lines (ILs) of a salt tolerant donor line 'Pokkali' developed in a susceptible high yielding rice cultivar 'Bengal' background was evaluated for several morphological and physiological traits under salt stress to better understand salinity tolerance and to validate previously reported QTLs at seedling stage. Both SSR and genotyping-by-sequencing (GBS) derived SNP markers were utilized to characterize the ILs and identify QTLs for traits related to salinity tolerance. A total of 18 and 32 QTLs were detected using SSR and SNP markers, respectively. At least 14 QTLs detected in the RIL population developed from the same cross were validated in the IL population. Analysis of phenotypic responses, genomic composition, and QTLs present in the tolerant ILs suggested that the mechanisms of tolerance could be Na+ dilution in leaves, vacuolar Na+ compartmentation, and synthesis of compatible solutes. Our results emphasized the use of salt injury score (SIS) QTLs in marker-assisted breeding to improve salinity tolerance. The tolerant lines identified in this study will serve as improved breeding materials for transferring salinity tolerance through QTL pyramiding and marker-assisted selection. Additionally, the lines will be useful for fine mapping and map-based cloning of genes responsible for salinity tolerance. In drought tolerance project, a recombinant inbred line (RIL) population from a cross between Cocodrie and N-22 was evaluated under drought stress to identify QTLs for root and shoot traits at the vegetative growth stage. Drought stress was imposed to plants grown in 75 cm long plastic pots at the vegetative growth stage. Using a genotyping by sequencing (GBS) based saturated SNP linkage map, 14 additive QTLs were identified for eight morphological traits, such as root length, shoot length, fresh root mass, fresh shoot mass, number of tillers, dry root mass, dry shoot mass, and root-shoot ratio. Majority of the drought responsive QTLs were observed in chromosome 1. The expression of QTLs varied under stress and irrigated condition. Shoot length QTLs qSL1.38 and qSL1.11 were congruent to dry shoot mass QTL (qDSM1.38) and dry root mass QTL (qDRM1.11), respectively. Analysis of genes present within QTL intervals showed that Brevix radix is an important gene family controlling the root length in rice. Other putative candidates included laccase, Calvin cycle protein, serine threonine protein, actin orthologue, heat shock protein, and WRKY protein. The candidate genes and the QTL information will be helpful for marker-assisted gene pyramiding to improve drought tolerance in rice.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2017
Citation:
Puram VRR, Ontoy J, Linscombe S, Subudhi PK (2017) Genetic dissection of seedling stage salinity tolerance in rice using introgression lines of a salt tolerant landrace Nona Bokra. J Heredity 108:658-670. doi: 10.1093/jhered/esx067.
- Type:
Journal Articles
Status:
Published
Year Published:
2017
Citation:
Michelmore R, Coaker G, Bart R, Beattie G, Bent A, Bruce T, Cameron D, Dangl J, Dinesh-Kumar S, Edwards R, Eves-van den A, Gassmann W, Greenberg J, Harrison R, He P, Hanley-Bowdoin L, Harvey J, Huffaker A, Hulbert S, Innes R, Jones J, Kaloshian I, Kamoun S, Katagiri F, Leach J, Ma W, McDowell J, Medford J, Meyers B, Nelson R, Oliver R, Qi Y, Saunders D, Shaw M, Smart C, Subudhi P, Torrance L, Tyler B, Valent B, Walsh J (2017) Foundational and translational research opportunities to improve plant health. Mol Plant-Microbe Interact 2017 Apr 11. doi: 10.1094/MPMI-01-17-0010-CR.
- Type:
Journal Articles
Status:
Published
Year Published:
2017
Citation:
De Leon TB, Linscombe S, Subudhi PK (2017) Identification and validation of QTLs for seedling salinity tolerance in introgression lines of a salt tolerant rice landrace Pokkali. PLoS ONE 12(4): e0175361. doi:10.1371/journal.pone.0175361
- Type:
Journal Articles
Status:
Published
Year Published:
2016
Citation:
De Leon TB, Linscombe S, Subudhi PK (2016) Molecular dissection of seedling salinity tolerance in rice (Oryza sativa L.) using a high-density GBS-based SNP linkage map. Rice 9:52. doi: 10.1186/s12284-016-0125-2
- Type:
Journal Articles
Status:
Published
Year Published:
2017
Citation:
Dhakal R, Chai C, Karan R, Windham GL, Williams WP, Subudhi PK (2017) Expression profiling coupled with in-silico mapping of differentially expressed genes identifies candidate genes for reducing aflatoxin accumulation in maize. Front Plant Sci 8:503. doi: 10.3389/fpls.2017.00503
- Type:
Journal Articles
Status:
Published
Year Published:
2016
Citation:
Dhakal R, Windham GL, Williams WP, Subudhi PK (2016) Quantitative trait loci (QTL) for reducing Aspergillus flavus infection and aflatoxin accumulation in corn. Mol Breeding 36:164. doi: 10.1007/s11032-016-0590-8.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2017
Citation:
Subudhi PK, De Leon T, Ontoy J, Bhattarai U, Puram VR, Yaodam K, Linscombe S (2017) Widening the genetic base of us rice germplasm through introgression of novel abiotic stress tolerance genes from exotic donors. National Association of Plant Breeders 2017 Annual Meeting. University of California Davis, Davis, CA. Aug 7-10, 2017 (poster presentation #WED74).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2017
Citation:
Subudhi PK, Tapia R, De Leon T, Ontoy J, Chai C, Karan R, Singh P, Parco A (2017) Quantitative trait loci and their interactions control heading date and response to photoperiod in rice. Plant Biology 2017 Conference, June 24-28, 2017, Honolulu, HI, USA.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2017
Citation:
Puram RV, Ontoy J, Linscombe S, Subudhi PK (2017) Genetic dissection of seedling stage salinity tolerance in rice using introgression lines of a salt tolerant landrace Nona Bokra. 2017 Meeting of the Southern Section of the American Society of Plant Biologists, April 8-10, 2017, Orlando, FL, USA (Oral presentation # 13).
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Progress 09/01/15 to 08/31/16
Outputs Target Audience:Rice producers, plant breeders, geneticists, pathologists and other researchers working with rice and abiotic stresses Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?The project provided opportunities for training and professional development for two graduate students, one research associate, and a postdoctoral researcher.? How have the results been disseminated to communities of interest?Research progress made in this project was presented at the 36th Rice Technical Working Group Meeting held at Moody Garden, Galveston, Texas, March 1-4, 2016 and two referee journal articles were published. What do you plan to do during the next reporting period to accomplish the goals?We plant to analyze the genotyping-by-sequencing (GBS) data of the Pokkali introgression lines in Bengal background to map and validate the quantitative trait loci (QTL) for salt tolerance identified in the recombinant inbred line (RIL) population of the same cross. Genotyping and phenotyping of drought tolerance RIL mapping populations will be conducted and populations to develop introgression lines of drought tolerant donor will be advanced.
Impacts What was accomplished under these goals?
The overall goal of this research project is to enhance abiotic stress tolerance in high yielding rice cultivars through mapping and introgression of abiotic stress tolerance gene/traits from exotic abiotic stress tolerant donors. In the salt tolerance project, we evaluated a population of 187 RILs developed from a cross between Bengal and Pokkali for nine traits related to seedling stage salinity tolerance. A total of 9,303 SNP markers generated by GBS were mapped to 2,817 recombination points. The genetic map had a total map length of 1650cM with an average resolution of 0.59cM between markers. For nine traits, a total of eighty-five additive QTLs were identified, of which, sixteen were large-effect QTLs and the rest were small-effect QTLs. The average interval size of QTL was about 132 kilo base pairs (Kb). Eleven of the eighty-five additive QTLs validated fourteen reported QTLs for shoot potassium concentration, sodium-potassium ratio, salt injury score, plant height, and shoot dry weight. Epistatic QTL mapping identified several pairs of QTLs that significantly contributed to the variation of traits. The QTL for high shoot K+ concentration was mapped near the qSKC1 region. However, candidate genes within the QTL interval were a CC-NBS-LRR protein, three uncharacterized genes, and transposable elements. Additionally, many QTLs flanked small chromosomal intervals containing few candidate genes. Annotation of the genes located within QTL intervals indicated that ion transporters, osmotic regulators, transcription factors, and protein kinases may play essential role in various salt tolerance mechanisms. The saturation of SNP markers in our linkage map increased the resolution of QTL mapping that helped in identification of useful candidate genes for marker-assisted gene pyramiding to develop salt tolerant rice varieties. The DNA samples from two RIL populations developed from the crosses Cocodrie x N22 and Cocodrie x Dular were sent to Cornell University for genotyping by sequencing. Although field trials were planted for drought tolerance, no data could be taken due to heavy rainfall in the state of Louisiana. The introgression lines for the drought tolerant line N22 in the background of Cocodrie and Mermentau were planted in Rice Research Station for seed multiplication.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2016
Citation:
Chai C, Subudhi PK (2016) Genome-wide analysis and expression profiling of the OsLAX and OsABCB auxin transporter gene families in rice (Oryza sativa) under phytohormone stimuli and abiotic stresses. Front Plant Sci 7:1-13.
- Type:
Journal Articles
Status:
Published
Year Published:
2016
Citation:
Borjas AH, De Leon TB, Subudhi PK (2016) Genetic analysis of germinating ability and seedling vigor under cold stress in US weedy rice. Euphytica 208:251-264.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2016
Citation:
De Leon TB, Linscombe S, Subudhi PK (2016) QTL mapping for salinity tolerance using ultra-high density SNP markers. The 36th Rice Technical Working Group Meeting, Moody Garden, Galveston, Texas, March 1-4, 2016 (Oral # Leon 336).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2016
Citation:
De Leon TB, Linscombe S, Subudhi PK (2016) Digenic epistatic QTL-mapping for traits related to salinity tolerance in rice (Oryza sativa). The 36th Rice Technical Working Group Meeting, Moody Garden, Galveston, Texas, March 1-4, 2016 (Poster # Leon 337).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2016
Citation:
Subudhi PK, De Leon TB, Chai C, Karan R, Parco A, Singh PK (2016) Genetic interactions controlling heading date and response to photoperiod in rice. The 36th Rice Technical Working Group Meeting, Moody Garden, Galveston, Texas, March 1-4, 2016 (Oral # Subudhi 339).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2016
Citation:
Borjas A, De Leon TB, Subudhi PK (2016) Molecular genetics of cold tolerance at germination and seedling stage in RILs involving us weedy rice. The 36th Rice Technical Working Group Meeting, Moody Garden, Galveston, Texas, March 1-4, 2016 (Poster # Borjas 334).
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Progress 09/01/14 to 08/31/15
Outputs Target Audience:Rice producers, plant breeders, geneticists, pathologists and other researchers working with rice and abiotic stresses. Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?The project provided opportunities for training and professional development for two graduate students, one research associate, and a postdoctoral researcher. How have the results been disseminated to communities of interest?Research progress made in this project was presented at ASA, CSSA and SSSA International Annual Meeting held in Long Beach, CA, November 2-5, 2014, Plant Biology and Plant Breeding Project Director Meeting, NIFA Building, Washington DC, May 14-15, 2014, and Plant, Animal and Microbial Genome XXIII Conference, Jan 12-16, 2015. What do you plan to do during the next reporting period to accomplish the goals?We will construct the linkage map and QTL mapping using GBS data collected in the salt tolerance mapping population. Genotyping of drought tolerance mapping populations will be initiated and populations to develop introgression lines of donor parents will be advanced.
Impacts What was accomplished under these goals?
In this research project, we are using known abiotic stress tolerant donors to map QTLs for abiotic stress tolerance traits and introgress abiotic stress tolerance genes to high yielding US rice varieties. In salinity project, atotal of 292 BC4F4 lines, 98 BC3F3lines, and 230 recombinant inbred lines (RILs) developed from the US medium grain cultivar Bengal and exotic salt tolerant donor Pokkali were screened for salinity tolerance in a hydroponic experiment following protocol developed at the International Rice Research Institute. Plants were grown in control (minus salt stress) and salt stress at 12 EC. For each line, five randomly sampled seedlings of uniform growth were scored/measured for salt injury, chlorophyll content, root length, shoot length, Na+, K+ concentrations, and biomass.The salt screening experiment was conducted in a randomized complete block design with three replications.In general, more lines were observed to be salt tolerant in RIL population and the level of salt tolerance was high. In contrast, lower and fewertolerant lines were observed in the backcross population. In addition, RIL population was planted in non-saline condition until maturity and was phenotyped for agronomic characteristics and yield components. For genotyping by sequencing (GBS), a total of 187 RIL, 88 BC4F4 and 7 parents (Bengal, Pokkali, FL478, TCCP, Geumgangbyeo, IR29 and Jupiter)were included in the 288-plex GBS.Theadvanced backcross lines were initiallygenotyped with 190 SSR markers distributed over 12 chromosomes. Eighty eight advanced introgressionlines with varying salinity tolerance and introgressions were multiplexed in GBS. TheSNP data are currently being analyzed for QTL mapping of traits related to salinity tolerance and agronomic traits. Two RIL populations (F7) developed from the crosses Cocodrie x N22 and Cocodrie x Dular were evaluated for drought tolerance in field experiments with two replications. Plants were exposed to drought by withholding irrigation for 25 days during flowering period. Data on days to flowering, plant height, leaf rolling score, leaf drying score, plant recovery score, relative leaf water content, and spikelet sterility were recorded. A separate root experiment was conducted using the RIL population of the cross Cocodrie x N22. Plants were grown in 76cm long PVC pipes to allow proper growth of roots. The experiment was conducted in complete randomized design with two replications. Two experiments were designed: one for stressed condition and the other for control. For stressed experiment, plants were exposed to drought during the maximum vegetative growth period (i.e. after 30 days of growth period). Data were recorded after 10 days of stress period. However, controlled plants are phenotyped at 40 days of normal growth. Measurements were taken for root length, shoot length, fresh root weight, dry root weight, fresh shoot weight, dry shoot weight, and root volume. These data will be integrated with the genotypic data for mapping QTLs for drought tolerance. The introgression lines for the drought tolerant line N22 in the background of Cocodrie and Mermentau were advanced to BC3F3 generation.
Publications
- Type:
Journal Articles
Status:
Published
Year Published:
2015
Citation:
De Leon TB, Linscombe S, Gregorio G, Subudhi PK (2015) Genetic variation in Southern USA rice genotypes for seedling salinity tolerance. Front. Plant Sci. 6:374. doi: 10.3389/fpls.2015.00374.
- Type:
Journal Articles
Status:
Published
Year Published:
2015
Citation:
Subudhi PK, De Leon T, Singh PK, Parco A, Cohn MA, Sasaki T (2015) A chromosome segment substitution library of weedy rice for genetic dissection of complex agronomic and domestication traits. PLoS ONE 10(6): e0130650. doi:10.1371/journal.pone.0130650
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2014
Citation:
De Leon T, Subudhi P (2014) Identification of genes responsible for leaf narrowing and dwarfism in rice. Poster (#216) presented at the ASA, CSSA and SSSA International Annual Meetings, Long Beach, CA, Nov 2-5, 2014.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2014
Citation:
Subudhi, P.K., De Leon T, Bhattrai U, Linscombe S (2014) Widening the genetic base of us rice germplasm through introgression of novel abiotic stress tolerance genes from exotic donors. Plant biology and Plant Breeding Project Director Meeting, NIFA Building, Washington DC, May 14-15, 2014.
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Progress 09/01/13 to 08/31/14
Outputs Target Audience: Rice producers, plant breeders, geneticists, pathologists and other researchers working with rice and abiotic stresses. Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided? The project provided opportunities for training and professional development for two graduate students and one postdoctoral researcher. How have the results been disseminated to communities of interest? Research progresswas presented at ASA, CSSA and SSSA International Annual Meeting held in Tampa, FL, (November 4, 2013), 7th International Rice Genetics Symposium held in Manila, Philippines, (5-8 November 2013), 35th Rice Technical Working Group meeting held in New Orleans, LA, (February 18-21, 2014), and LSU AgCenter Rice Research Station field day, (June 25, 2014). What do you plan to do during the next reporting period to accomplish the goals? Experiments will be conducted to collect data on salinity and drought screening in two mapping populations. Genotyping of mapping populations will be initiated and populations to develop introgression lines of donor parents will be advanced.
Impacts What was accomplished under these goals?
This research proposalintegrates the genome sequence information with QTL mapping and specialized genetic resources to accelerate development of climate resilient varieties using marker-assisted pyramiding. Genetic profile and salt stress response of rice germplasm are two important determinants for success in developing salt tolerant rice varieties.The first experiment involved thirty Southern US rice genotypeswith nineteen exotic donors exhibiting varying degrees of salinity tolerance and assessed their genetic similarity and salinity tolerance at the seedling stage. Morphological, physiological, and biochemical traits were measured. Chlorophyll reduction, shoot length reduction, ion leakage, and shoot sodium-potassium ratio were positively correlated to visual salt injury, while shoot potassium concentration was negatively correlated. Cluster analysis using linear combinations of six quantitative traits classified most of the US varieties into susceptible groups, with the exception of three and seven varieties placed in thetolerant and moderately tolerant groups, respectively. Discriminant analysis and MANOVA confirmed group membership of the varieties to the classification, and the differences between tolerance levelswere delimited. DNA profiling using simple sequence repeats markers indicated narrow genetic diversity among US genotypes. Genetic clustering did notcorrespond to genotype grouping based on salinity responses. Among the genotypes, Nona Bokra, Pokkali, and its derived varieties were judged as the donors of choice for improving salinity tolerance. Due to photosensitivity and poor agronomic attributes of these donors, few alternative donors such as TCCP266, Geumgangbyeo, and R609 were chosen for use in therice breeding program. Two recombinant inbred line (RIL) populations from two crosses, Bengal x Pokkali and Cocodrie x N22 were advanced for mapping of salinity and drought tolerance traits, respectively. Both RIL populations are now at F7 and F8 generation. Introgression lines (IL) of thesalt tolerant donor, Pokkali, have already been developed in Bengal background. This IL population is at BC4F4 generation. The introgression lines of thedrought tolerant line N22 in Cocodrie background is under development. During this reporting period, one more backcrossing was performed and BC3F1 plants are now being grown in greenhouse for selfing and further backcrossing. Advancement of theRIL and IL populations willincrease seed before we conduct abiotic stress screening and genotyping experiments.
Publications
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2013
Citation:
De Leon T, Linscombe S, Gregorio G., Subudhi P (2013) Genetic diversity and evaluation of fifty rice genotypes in response to salt stress. Poster (#216) presented at the ASA, CSSA and SSSA International Annual Meetings, Tampa, FL, Nov 4, 2013.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2014
Citation:
De Leon T, Linscombe S, Gregorio G., Subudhi P (2014) Genetic diversity and evaluation of fifty rice genotypes in response to salt stress. 35th Rice Technical Working Group Meeting held in New Orleans, LA, Feb 18-21, 2014.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2013
Citation:
Subudhi P, DeLeon T, Karan R, Singh P, Parco A (2013) Quantitative trait loci and their interactions regulating the flowering time variation and photoperiodic response in rice. Seventh International Rice Genetics Symposium, 5-8 November 2013, Dusit Thani Hotel, Manila, Philippines, Final Program and abstract book, pp129.
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