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Topu M, Sesiz U, Bektaş H, Toklu F, Özkan H. Next-Generation-Sequencing-Based Simple Sequence Repeat (SSR) Marker Development and Linkage Mapping in Lentil ( Lens culinaris L.). Life (Basel) 2023; 13:1579. [PMID: 37511954 PMCID: PMC10381664 DOI: 10.3390/life13071579] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 07/04/2023] [Accepted: 07/10/2023] [Indexed: 07/30/2023] Open
Abstract
Simple sequence repeats (SSRs) are highly versatile markers in genetic diversity analysis and plant breeding, making them widely applicable. They hold potential in lentil (Lens culinaris) breeding for genetic diversity analysis, marker-assisted selection (MAS), and linkage mapping. However, the availability and diversity of SSR markers in lentil is limited. We used next-generation sequencing (NGS) technology to develop SSR markers in lentil. NGS allowed us to identify regions of the lentil genome that contained SSRs. Illumina Hiseq-2000 sequencing of the lentil genotype "Karacadağ" resulted in 1,727,734 sequence reads comprising more than 48,390 Mb, and contigs were mined for SSRs, resulting in the identification of a total of 8697 SSR motifs. Among these, dinucleotide repeats were the most abundant (53.38%), followed by trinucleotides (30.38%), hexanucleotides (6.96%), tetranucleotides (6.59%), and pentanucleotides (3.19%). The most frequent repeat in dinucleotides was the TC (21.80%), followed by the GA (17.60%). A total of 2000 primer pairs were designed from these motifs, and 458 SSR markers were validated following their amplified PCR products. A linkage map was constructed using these new SSRs with high linkage disequilibrium (209) and previously known SSRs (11). The highest number of SSR markers (43) was obtained in LG2, while the lowest number of SSR markers (19) was obtained in LG7. The longest linkage group (LG) was LG2 (86.84 cM), whereas the shortest linkage group was LG7 (53.46 cM). The average length between markers ranged from 1.86 cM in LG1 to 2.81 cM in LG7, and the map density was 2.16 cM. The developed SSRs and created linkage map may provide useful information and offer a new library for genetic diversity analyses, linkage mapping studies, and lentil breeding programs.
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Affiliation(s)
- Mustafa Topu
- Department of Biotechnology, Institute of Natural and Applied Sciences, Çukurova University, 01330 Adana, Turkey
| | - Uğur Sesiz
- Department of Field Crops, Faculty of Agriculture, Çukurova University, 01330 Adana, Turkey
- Department of Field Crops, Faculty of Agriculture, Şırnak University, 73300 Şırnak, Turkey
| | - Harun Bektaş
- Department of Agricultural Biotechnology, Faculty of Agriculture, Siirt University, 56100 Siirt, Turkey
| | - Faruk Toklu
- Department of Biotechnology, Institute of Natural and Applied Sciences, Çukurova University, 01330 Adana, Turkey
- Department of Field Crops, Faculty of Agriculture, Çukurova University, 01330 Adana, Turkey
| | - Hakan Özkan
- Department of Biotechnology, Institute of Natural and Applied Sciences, Çukurova University, 01330 Adana, Turkey
- Department of Field Crops, Faculty of Agriculture, Çukurova University, 01330 Adana, Turkey
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Preliminary Evidence for Domestication Effects on the Genetic Diversity of Guazuma crinita in the Peruvian Amazon. FORESTS 2020. [DOI: 10.3390/f11080795] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
Guazuma crinita, a fast-growing timber tree species, was chosen for domestication in the Peruvian Amazon because it can be harvested at an early age and it contributes to the livelihood of local farmers. Although it is in an early stage of domestication, we do not know the impact of the domestication process on its genetic resources. Amplified fragment length polymorphic (AFLP) fingerprints were used to estimate the genetic diversity of G. crinita populations in different stages of domestication. Our objectives were (i) to estimate the level of genetic diversity in G. crinita using AFLP markers, (ii) to describe how the genetic diversity is distributed within and among populations and provenances, and (iii) to assess the genetic diversity in naturally regenerated, cultivated and semi-domesticated populations. We generated fingerprints for 58 leaf samples representing eight provenances and the three population types. We used seven selective primer combinations. A total of 171 fragments were amplified with 99.4% polymorphism at the species level. Nei’s genetic diversity and Shannon information index were slightly higher in the naturally regenerated population than in the cultivated and semi-domesticated populations (He = 0.10, 0.09 and 0.09; I = 0.19, 0.15 and 0.16, respectively). The analysis of molecular variation showed higher genetic diversity within rather than among provenances (84% and 4%, respectively). Cluster analysis (unweighted pair group method with arithmetic mean) and principal coordinate analysis did not show correspondence between genetic and geographic distance. There was significant genetic differentiation among population types (Fst = 0.12 at p ˂ 0.001). The sample size was small, so the results are considered as preliminary, pending further research with larger sample sizes. Nevertheless, these results suggest that domestication has a slight but significant effect on the diversity levels of G. crinita and this should be considered when planning a domestication program.
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Mbasani-Mansi J, Ennami M, Briache FZ, Gaboun F, Benbrahim N, Triqui ZEA, Mentag R. Characterization of genetic diversity and population structure of Moroccan lentil cultivars and landraces using molecular markers. PHYSIOLOGY AND MOLECULAR BIOLOGY OF PLANTS : AN INTERNATIONAL JOURNAL OF FUNCTIONAL PLANT BIOLOGY 2019; 25:965-974. [PMID: 31402820 PMCID: PMC6656841 DOI: 10.1007/s12298-019-00673-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2019] [Revised: 04/23/2019] [Accepted: 05/01/2019] [Indexed: 06/10/2023]
Abstract
Knowledge of genetic diversity and population structure is a crucial step for an efficient use of available material in a plant breeding program and for germplasm conservation strategies. Current study undertakes an assessment of the genetic variations and population structure of Moroccan lentil including nine landraces and eight released varieties using sequence-related amplified polymorphism (SRAP) and random amplified polymorphism DNA (RAPD) markers. Results revealed that the two markers used have a good efficiency to assess genetic diversity in lentil. A total of 115 and 90 bands were respectively scored for SRAP and RAPD, of which 98.3% and 93.3% were polymorphic. The polymorphic information content values were 0.350 with SRAP and 0.326 with RAPD. Analysis of molecular variance based on the combined data sets of both markers revealed lower variations within (35%) than among (65%) landraces (PhiPT = 0.652), implying significant genetic differentiation between landraces. Principal coordinate analysis and the ascendant hierarchical classification clustered samples into groups that were consistent with the geographical origin of the cultivars. Population structure corroborated the main groups and confirmed the high differentiation among them. Moroccan lentil germplasm showed a wide genetic diversity that might be conserved and assessed for tolerance to biotic and abiotic stresses.
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Affiliation(s)
- Joseph Mbasani-Mansi
- Biotechnology Research Unit, National Institute of Agricultural Research, Rabat, Morocco
- Department of Biology, Faculty of Sciences, Plant and Microbial Biotechnology, Biodiversity and Environment Research Center, Mohammed V University, Rabat, Morocco
| | - Mounia Ennami
- Biotechnology Research Unit, National Institute of Agricultural Research, Rabat, Morocco
| | - Fatima Zahra Briache
- Biotechnology Research Unit, National Institute of Agricultural Research, Rabat, Morocco
- Department of Biology, Faculty of Sciences, Plant and Microbial Biotechnology, Biodiversity and Environment Research Center, Mohammed V University, Rabat, Morocco
| | - Fatima Gaboun
- Biotechnology Research Unit, National Institute of Agricultural Research, Rabat, Morocco
| | - Nadia Benbrahim
- Plant Breeding, Conservation and Valorization of Phyto-Genetic Resources Research Unit, National Institute of Agricultural Research, Rabat, Morocco
| | - Zine El Abidine Triqui
- Department of Biology, Faculty of Sciences, Plant and Microbial Biotechnology, Biodiversity and Environment Research Center, Mohammed V University, Rabat, Morocco
| | - Rachid Mentag
- Biotechnology Research Unit, National Institute of Agricultural Research, Rabat, Morocco
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Laskar RA, Laskar AA, Raina A, Khan S, Younus H. Induced mutation analysis with biochemical and molecular characterization of high yielding lentil mutant lines. Int J Biol Macromol 2018; 109:167-179. [DOI: 10.1016/j.ijbiomac.2017.12.067] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2017] [Revised: 12/07/2017] [Accepted: 12/11/2017] [Indexed: 11/30/2022]
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Rodda MS, Davidson J, Javid M, Sudheesh S, Blake S, Forster JW, Kaur S. Molecular Breeding for Ascochyta Blight Resistance in Lentil: Current Progress and Future Directions. FRONTIERS IN PLANT SCIENCE 2017; 8:1136. [PMID: 28706526 PMCID: PMC5489742 DOI: 10.3389/fpls.2017.01136] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2017] [Accepted: 06/13/2017] [Indexed: 05/24/2023]
Abstract
Lentil (Lens culinaris Medik.) is a diploid (2n = 2x = 14), self-pollinating, cool-season, grain legume that is cultivated worldwide and is highly valuable due to its high protein content. However, lentil production is constrained by many factors including biotic stresses, majority of which are fungal diseases such as ascochyta blight (AB), fusarium wilt, rust, stemphylium blight, anthracnose, and botrytis gray mold. Among various diseases, AB is a major -problem in many lentil-producing countries and can significantly reduce crop production. Breeding for AB resistance has been a priority for breeding programs across the globe and consequently, a number of resistance sources have been identified and extensively exploited. In order to increase the efficiency of combining genes from different genetic backgrounds, molecular genetic tools can be integrated with conventional breeding methods. A range of genetic linkage maps have been generated based on DNA-based markers, and quantitative trait loci (QTLs) for AB resistance have been identified. Molecular markers linked to these QTLs may potentially be used for efficient pyramiding of the AB disease resistance genes. Significant genomic resources have been established to identify and characterize resistance genes, including an integrated genetic map, expressed sequence tag libraries, gene based markers, and draft genome sequences. These resources are already being utilized for lentil crop improvement, to more effectively select for disease resistance, as a case study of the Australian breeding program will show. The combination of genomic resources, effective molecular genetic tools and high resolution phenotyping tools will improve the efficiency of selection for ascochyta blight resistance and accelerate varietal development of global lentil breeding programs.
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Affiliation(s)
- Matthew S. Rodda
- Agriculture Victoria, Grains Innovation ParkHorsham, VIC, Australia
| | - Jennifer Davidson
- Pulse and Oilseed Pathology, Plant Health and Biosecurity, Sustainable Systems, South Australian Research and Development Institute, UrrbraeAdelaide, SA, Australia
| | - Muhammad Javid
- Agriculture Victoria, Grains Innovation ParkHorsham, VIC, Australia
| | - Shimna Sudheesh
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, La Trobe UniversityBundoora, VIC, Australia
| | - Sara Blake
- Pulse and Oilseed Pathology, Plant Health and Biosecurity, Sustainable Systems, South Australian Research and Development Institute, UrrbraeAdelaide, SA, Australia
| | - John W. Forster
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, La Trobe UniversityBundoora, VIC, Australia
- School of Applied Systems Biology, La Trobe UniversityBundoora, VIC, Australia
| | - Sukhjiwan Kaur
- Agriculture Victoria, AgriBio, Centre for AgriBioscience, La Trobe UniversityBundoora, VIC, Australia
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Koul PM, Sharma V, Rana M, Chahota RK, Kumar S, Sharma TR. Analysis of genetic structure and interrelationships in lentil species using morphological and SSR markers. 3 Biotech 2017; 7:83. [PMID: 28500404 PMCID: PMC5429312 DOI: 10.1007/s13205-017-0683-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Accepted: 02/28/2017] [Indexed: 01/01/2023] Open
Abstract
Genetic structure and relationships of 130 lentil accessions belonging to six taxa were analysed. For this purpose, seven morphological traits and 31 polymorphic simple sequence repeat (SSR) primers were used for this purpose. Morphological traits grouped lentil accessions into five main clusters. SSR primers collectively amplified 139 polymorphic alleles in a range of 2-10 with an average of 4.48 alleles. The size of amplified alleles varied from 50 to 650 bp. Polymorphism information content (PIC) ranged from 0.02 to 0.85 with an average of 0.46. Neighbour-joining tree grouped accessions broadly according to their taxonomic ranks, except L. culinaris ssp. odemensis. Analysis of molecular variance (AMOVA) revealed that a major portion (82.0%) of genetic variance resided within species, while only 18% resided among species. Bayesian model-based STRUCTURE analysis assigned all accessions into five clusters and showed some admixture within individuals. Cluster analysis showed that cultivated Lens accessions of Ethiopian origin clustered separately, from other cultivated accessions indicating its distinct lineage. Among the analysed lentil species, L. culinaris ssp. odemensis seemed to have conserved genetic background and needs revision of its taxonomic status. Results of present study provide important information on genetic diversity and relationships among different wild and cultivated taxa of lentil. Thus, these results can be useful in designing breeding strategies for future improvement and taxonomic implications in lentil.
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Affiliation(s)
- Priyanka Mohan Koul
- Department of Agricultural Biotechnology, CSK Himachal Pradesh Agricultural University, Palampur, 176062, India
| | - Vikas Sharma
- Department of Botany, Punjabi University, Patiala, Punjab, 147002, India
| | - Maneet Rana
- Division of Crop Improvement, ICAR-Indian Grassland and Fodder Research Institute, Jhansi, 284128, India
| | - Rakesh K Chahota
- Department of Agricultural Biotechnology, CSK Himachal Pradesh Agricultural University, Palampur, 176062, India
| | - Shiv Kumar
- ICARDA, B.P. 6299, Station Experiment, INRA-Quich, Rue Hafiane Cherkaoui. Agdal, Rabat-Institutes, Rabat, Morocco
| | - Tilak R Sharma
- Department of Agricultural Biotechnology, CSK Himachal Pradesh Agricultural University, Palampur, 176062, India.
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Khazaei H, Caron CT, Fedoruk M, Diapari M, Vandenberg A, Coyne CJ, McGee R, Bett KE. Genetic Diversity of Cultivated Lentil (Lens culinaris Medik.) and Its Relation to the World's Agro-ecological Zones. FRONTIERS IN PLANT SCIENCE 2016; 7:1093. [PMID: 27507980 PMCID: PMC4960256 DOI: 10.3389/fpls.2016.01093] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/24/2016] [Accepted: 07/11/2016] [Indexed: 05/22/2023]
Abstract
Assessment of genetic diversity and population structure of germplasm collections plays a critical role in supporting conservation and crop genetic enhancement strategies. We used a cultivated lentil (Lens culinaris Medik.) collection consisting of 352 accessions originating from 54 diverse countries to estimate genetic diversity and genetic structure using 1194 polymorphic single nucleotide polymorphism (SNP) markers which span the lentil genome. Using principal coordinate analysis, population structure analysis and UPGMA cluster analysis, the accessions were categorized into three major groups that prominently reflected geographical origin (world's agro-ecological zones). The three clusters complemented the origins, pedigrees, and breeding histories of the germplasm. The three groups were (a) South Asia (sub-tropical savannah), (b) Mediterranean, and (c) northern temperate. Based on the results from this study, it is also clear that breeding programs still have considerable genetic diversity to mine within the cultivated lentil, as surveyed South Asian and Canadian germplasm revealed narrow genetic diversity.
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Affiliation(s)
- Hamid Khazaei
- Department of Plant Sciences, University of SaskatchewanSaskatoon, SK, Canada
| | - Carolyn T. Caron
- Department of Plant Sciences, University of SaskatchewanSaskatoon, SK, Canada
| | - Michael Fedoruk
- Department of Plant Sciences, University of SaskatchewanSaskatoon, SK, Canada
| | - Marwan Diapari
- Department of Plant Sciences, University of SaskatchewanSaskatoon, SK, Canada
- London Research and Development Centre, Agriculture and Agri-Food CanadaLondon, ON, Canada
| | - Albert Vandenberg
- Department of Plant Sciences, University of SaskatchewanSaskatoon, SK, Canada
| | | | | | - Kirstin E. Bett
- Department of Plant Sciences, University of SaskatchewanSaskatoon, SK, Canada
- *Correspondence: Kirstin E. Bett
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Dikshit HK, Singh A, Singh D, Aski MS, Prakash P, Jain N, Meena S, Kumar S, Sarker A. Genetic Diversity in Lens Species Revealed by EST and Genomic Simple Sequence Repeat Analysis. PLoS One 2015; 10:e0138101. [PMID: 26381889 PMCID: PMC4575128 DOI: 10.1371/journal.pone.0138101] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2015] [Accepted: 08/25/2015] [Indexed: 01/05/2023] Open
Abstract
Low productivity of pilosae type lentils grown in South Asia is attributed to narrow genetic base of the released cultivars which results in susceptibility to biotic and abiotic stresses. For enhancement of productivity and production, broadening of genetic base is essentially required. The genetic base of released cultivars can be broadened by using diverse types including bold seeded and early maturing lentils from Mediterranean region and related wild species. Genetic diversity in eighty six accessions of three species of genus Lens was assessed based on twelve genomic and thirty one EST-SSR markers. The evaluated set of genotypes included diverse lentil varieties and advanced breeding lines from Indian programme, two early maturing ICARDA lines and five related wild subspecies/species endemic to the Mediterranean region. Genomic SSRs exhibited higher polymorphism in comparison to EST SSRs. GLLC 598 produced 5 alleles with highest gene diversity value of 0.80. Among the studied subspecies/species 43 SSRs detected maximum number of alleles in L. orientalis. Based on Nei's genetic distance cultivated lentil L. culinaris subsp. culinaris was found to be close to its wild progenitor L. culinaris subsp. orientalis. The Prichard's structure of 86 genotypes distinguished different subspecies/species. Higher variability was recorded among individuals within population than among populations.
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Affiliation(s)
- Harsh Kumar Dikshit
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
- * E-mail:
| | - Akanksha Singh
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Dharmendra Singh
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | | | - Prapti Prakash
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Neelu Jain
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Suresh Meena
- Division of Genetics, Indian Agricultural Research Institute, New Delhi 110012, India
| | - Shiv Kumar
- ICARDA, B.P. 6299, Station Experiment, INRA-Quich, Rue Hafiane Cherkaoui. Agdal, Rabat-Institutes, Rabat, Morocco
| | - Ashutosh Sarker
- ICARDA, South Asia and China Regional Program, CGIAR Block, NASC Complex, New Delhi-110012, India
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Wong MML, Gujaria-Verma N, Ramsay L, Yuan HY, Caron C, Diapari M, Vandenberg A, Bett KE. Classification and characterization of species within the genus lens using genotyping-by-sequencing (GBS). PLoS One 2015; 10:e0122025. [PMID: 25815480 PMCID: PMC4376907 DOI: 10.1371/journal.pone.0122025] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2014] [Accepted: 02/08/2015] [Indexed: 11/18/2022] Open
Abstract
Lentil (Lens culinaris ssp. culinaris) is a nutritious and affordable pulse with an ancient crop domestication history. The genus Lens consists of seven taxa, however, there are many discrepancies in the taxon and gene pool classification of lentil and its wild relatives. Due to the narrow genetic basis of cultivated lentil, there is a need towards better understanding of the relationships amongst wild germplasm to assist introgression of favourable genes into lentil breeding programs. Genotyping-by-sequencing (GBS) is an easy and affordable method that allows multiplexing of up to 384 samples or more per library to generate genome-wide single nucleotide Polymorphism (SNP) markers. In this study, we aimed to characterize our lentil germplasm collection using a two-enzyme GBS approach. We constructed two 96-plex GBS libraries with a total of 60 accessions where some accessions had several samples and each sample was sequenced in two technical replicates. We developed an automated GBS pipeline and detected a total of 266,356 genome-wide SNPs. After filtering low quality and redundant SNPs based on haplotype information, we constructed a maximum-likelihood tree using 5,389 SNPs. The phylogenetic tree grouped the germplasm collection into their respective taxa with strong support. Based on phylogenetic tree and STRUCTURE analysis, we identified four gene pools, namely L. culinaris/L. orientalis/L. tomentosus, L. lamottei/L. odemensis, L. ervoides and L. nigricans which form primary, secondary, tertiary and quaternary gene pools, respectively. We discovered sequencing bias problems likely due to DNA quality and observed severe run-to-run variation in the wild lentils. We examined the authenticity of the germplasm collection and identified 17% misclassified samples. Our study demonstrated that GBS is a promising and affordable tool for screening by plant breeders interested in crop wild relatives.
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Affiliation(s)
- Melissa M. L. Wong
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Neha Gujaria-Verma
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Larissa Ramsay
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Hai Ying Yuan
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Carolyn Caron
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Marwan Diapari
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Albert Vandenberg
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
| | - Kirstin E. Bett
- Department of Plant Sciences, University of Saskatchewan, 51 Campus Drive, Saskatoon, SK, S7N 5A8, Canada
- * E-mail:
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Kumar S, Rajendran K, Kumar J, Hamwieh A, Baum M. Current knowledge in lentil genomics and its application for crop improvement. FRONTIERS IN PLANT SCIENCE 2015; 6:78. [PMID: 25755659 PMCID: PMC4337236 DOI: 10.3389/fpls.2015.00078] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/31/2014] [Accepted: 01/30/2015] [Indexed: 05/24/2023]
Abstract
Most of the lentil growing countries face a certain set of abiotic and biotic stresses causing substantial reduction in crop growth, yield, and production. Until-to date, lentil breeders have used conventional plant breeding techniques of selection-recombination-selection cycle to develop improved cultivars.These techniques have been successful in mainstreaming some of the easy-to-manage monogenic traits. However, in case of complex quantitative traits, these conventional techniques are less precise. As most of the economic traits are complex, quantitative, and often influenced by environments and genotype-environment interaction, the genetic improvement of these traits becomes difficult. Genomics assisted breeding is relatively powerful and fast approach to develop high yielding varieties more suitable to adverse environmental conditions. New tools such as molecular markers and bioinformatics are expected to generate new knowledge and improve our understanding on the genetics of complex traits. In the past, the limited availability of genomic resources in lentil could not allow breeders to employ these tools in mainstream breeding program.The recent application of the next generation sequencing and genotyping by sequencing technologies has facilitated to speed up the lentil genome sequencing project and large discovery of genome-wide single nucleotide polymorphism (SNP) markers. Currently, several linkage maps have been developed in lentil through the use of expressed sequenced tag (EST) derived simple sequence repeat (SSR) and SNP markers.These maps have emerged as useful genomic resources to identify quantitative trait loci imparting tolerance to biotic and abiotic stresses in lentil. In this review, the current knowledge on available genomic resources and its application in lentil breeding program are discussed.
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Affiliation(s)
- Shiv Kumar
- Biodiversity and Integrated Gene Management Program, International Center for Agricultural Research in the Dry Areas, RabatMorocco
| | - Karthika Rajendran
- Biodiversity and Integrated Gene Management Program, International Center for Agricultural Research in the Dry Areas, RabatMorocco
| | - Jitendra Kumar
- Division of Crop Improvement, Indian Institute of Pulses Research, KanpurIndia
| | - Aladdin Hamwieh
- International Center for Agricultural Research in the Dry Areas, CairoEgypt
| | - Michael Baum
- International Center for Agricultural Research in the Dry Areas, AmmanJordan
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Phenological, nutritional and molecular diversity assessment among 35 introduced lentil (Lens culinaris Medik.) genotypes grown in Saudi Arabia. Int J Mol Sci 2013; 15:277-95. [PMID: 24378852 PMCID: PMC3907810 DOI: 10.3390/ijms15010277] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2013] [Revised: 11/27/2013] [Accepted: 12/16/2013] [Indexed: 11/30/2022] Open
Abstract
Morphological, nutritional and molecular analyses were carried out to assess genetic diversity among 35 introduced lentil genotypes (Lens culinaris Medik.). The genotypes exhibited significant differences for their field parameters and some of them showed noticeable superiority. The nutritional and proximate analysis showed that some genotypes were excellent sources of proteins, essential amino acids, minerals, anti-oxidants, total phenolic contents (TPC) and total flavonoid contents (TFC) and hence, highlights lentil nutritional and medicinal potential. Sequence-related amplified polymorphism (SRAP) and amplified fragments length polymorphism (AFLP) markers were used to estimate the genetic variability at the molecular level. The existence of a considerable amount of genetic diversity among the tested lentil genotypes was also proven at the molecular level. A total of 2894 polymorphic SRAP and 1625 AFLP loci were successfully amplified using six SRAP and four AFLP primer pair combinations. Polymorphism information content (PIC) values for SRAP and AFLP markers were higher than 0.8, indicating the power and higher resolution of those marker systems in detecting molecular diversity. UPGMA (unweighted pair group method with arithmetic average) cluster analysis based on molecular data revealed large number of sub clusters among genotypes, indicating high diversity levels. The data presented here showed that FLIP2009-64L and FLIP2009-69L could be used as a significant source of yield, total protein, essential amino acids, and antioxidant properties. The results suggest potential lentil cultivation in the central region of Saudi Arabia for its nutritional and medicinal properties, as well as sustainable soil fertility crop.
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Alo F, Furman BJ, Akhunov E, Dvorak J, Gepts P. Leveraging genomic resources of model species for the assessment of diversity and phylogeny in wild and domesticated lentil. ACTA ACUST UNITED AC 2011; 102:315-29. [PMID: 21454287 DOI: 10.1093/jhered/esr015] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Advances in comparative genomics have provided significant opportunities for analysis of genetic diversity in species with limited genomic resources, such as the genus Lens. Medicago truncatula expressed sequence tags (ESTs) were aligned with the Arabidopsis thaliana genome sequence to identify conserved exon sequences and splice sites in the ESTs. Conserved primers (CPs) based on M. truncatula EST sequences flanking one or more introns were then designed. A total of 22% of the CPs produced polymerase chain reaction amplicons in lentil and were used to sequence amplicons in 175 wild and 133 domesticated lentil accessions. Analysis of the sequences confirmed that L. nigricans and L. ervoides are well-defined species at the DNA sequence level. Lens culinaris subsp. odemensis, L. culinaris subsp. tomentosus, and L. lamottei may constitute a single taxon pending verification with crossability experiments. Lens culinaris subsp. orientalis is the progenitor of domesticated lentil, L. culinaris subsp. culinaris (as proposed before), but a more specific area of origin can be suggested in southern Turkey. We were also able to detect the divergence, following domestication, of the domesticated gene pool into overlapping large-seeded (megasperma) and small-seeded (microsperma) groups. Lentil domestication led to a loss of genetic diversity of approximately 40%. The approach followed in this research has allowed us to rapidly exploit sequence information from model plant species for the study of genetic diversity of a crop such as lentil with limited genomic resources.
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Affiliation(s)
- Fida Alo
- International Center for Agriculture in the Dry Areas, Aleppo, Syria
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Sonnante G, Hammer K, Pignone D. From the cradle of agriculture a handful of lentils: History of domestication. ACTA ACUST UNITED AC 2009. [DOI: 10.1007/s12210-009-0002-7] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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14
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Inder P, Materne M, Taylor PWJ, Ford R. Genotyping elite genotypes within the Australian lentil breeding program with lentil-specific sequenced tagged microsatellite site (STMS) markers. ACTA ACUST UNITED AC 2008. [DOI: 10.1071/ar07188] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Lentil (Lens culinaris ssp. culinaris) is consumed in many countries as a rich source of protein in largely vegetarian diets. Australia grows lentil as a cash crop in rotation with cereal and produces predominantly red lentils that are exported throughout the world, particularly to countries in South Asia and the Middle East. Differentiation of varieties is important when exporting products to such markets, maintaining variety purity during seed production and in the collection of end-point royalties. Lentil-specific and fluorescent sequenced tagged microsatellite markers (STMS) markers were used to construct a DNA fingerprint database for 10 Lens culinaris ssp. culinaris genotypes (Northfield, Digger, ILL7537, Nugget, Indianhead, ILL2024, ILL6788, Palouse, Nipper and Boomer) that represent major new cultivars and key breeding lines within the Australian breeding program. All 10 lentil genotypes were distinguished using the assessed STMS loci. Unique alleles were observed for several lines, including Boomer and Nipper, varieties recently released in Australia. This database will play an important role in seed typing for commercial export certification and the commercial management of cultivars.
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15
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Okumus A, Balkaya A. Estimation of genetic diversity among Turkish kale populations (Brassica oleracea var. acephala L.) using RAPD markers. RUSS J GENET+ 2007. [DOI: 10.1134/s1022795407040096] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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16
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Galasso I. Distribution of highly repeated DNA sequences in species of the genus Lens Miller. Genome 2004; 46:1118-24. [PMID: 14663530 DOI: 10.1139/g03-077] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Multiple-target fluorescence in situ hybridization (FISH) was applied on mitotic chromosomes of seven Lens taxa using two highly repetitive sequences (pLc30 and pLc7) isolated from the cultivated lentil and the multigene families for the 18S-5.8S-25S (pTa71) and 5S rRNA (pTa794) from wheat simultaneously as probes. The number and location of pLc30 and pLc7 sites on chromosomes varied markedly among the species, whereas the hybridization pattern of 5S rDNA and 18S-5.8S-25S rDNA was less variable. In general, each species showed a typical FISH karyotype and few differences were observed among accessions belonging to the same species, except for the accessions of Lens odemensis. The most similar FISH karyotype to the cultivated lentil is that of Lens culinaris subsp. orientalis, whereas Lens nigricans and Lens tomentosus are the two species that showed the most divergent FISH patterns compared with all taxa for number and location of pLc30 and 18S-5.8S-25S rDNA sites.
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MESH Headings
- Chromosomes, Plant/genetics
- DNA, Plant/genetics
- DNA, Ribosomal/genetics
- Fabaceae/genetics
- In Situ Hybridization, Fluorescence
- Karyotyping
- RNA, Ribosomal/genetics
- RNA, Ribosomal, 18S/genetics
- RNA, Ribosomal, 5.8S/genetics
- RNA, Ribosomal, 5S/genetics
- Repetitive Sequences, Nucleic Acid/genetics
- Species Specificity
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Durán Y, Fratini R, García P, Pérez de la Vega M. An intersubspecific genetic map of Lens. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2004; 108:1265-1273. [PMID: 14676948 DOI: 10.1007/s00122-003-1542-3] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/14/2003] [Accepted: 11/11/2003] [Indexed: 05/24/2023]
Abstract
A Lens map was developed based on the segregational analysis of five kinds of molecular and morphological genetic markers in 113 F(2) plants obtained from a single hybrid of Lens culinaris ssp. culinaris x L. c. ssp. orientalis. A total of 200 markers were used on the F(2) population, including 71 RAPDs, 39 ISSRs, 83 AFLPs, two SSRs and five morphological loci. The AFLP technique generated more polymorphic markers than any of the others, although AFLP markers also showed the highest proportion (29.1%) of distorted segregation. At a LOD score of 3.0, 161 markers were grouped into ten linkage groups covering 2,172.4 cM, with an average distance between markers of 15.87 cM. There were six large groups with 12 or more markers each, and four small groups with two or three markers each. Thirty-nine markers were unlinked. A tendency for markers to cluster in the central regions of large linkage groups was observed. Likewise, clusters of AFLP, ISSR or RAPD markers were also observed in some linkage groups, although RAPD markers were more evenly spaced along the linkage groups. In addition, two SSR, three RAPD and one ISSR markers segregated as codominant. ISSR markers are valuable tools for Lens genetic mapping and they have a high potential in the generation of saturated Lens maps.
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Affiliation(s)
- Y Durán
- Area de Genética, Facultad Ciencia Biológicas y Ambientales, Universidad de León, 24071 León, Spain
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18
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Murai K, Miyamae M, Kato H, Takumi S, Ogihara Y. WAP1, a Wheat APETALA1 Homolog, Plays a Central Role in the Phase Transition from Vegetative to Reproductive Growth. ACTA ACUST UNITED AC 2003; 44:1255-65. [PMID: 14701921 DOI: 10.1093/pcp/pcg171] [Citation(s) in RCA: 129] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Heading time in bread wheat (Triticum aestivum L.) is determined by three characters: vernalization requirement, photoperiodic sensitivity and narrow-sense earliness, which are involved in the phase transition from vegetative to reproductive growth. We identified and characterized the APETALA1 (AP1)-like MADS box gene in wheat (WAP1) as an activator of phase transition. Its expression starts just before the phase transition and is maintained during the reproductive phase. Inhibition of WAP1 expression in the transgenic plants by co-suppression affected neither vernalization requirement nor photoperiodic sensitivity, but resulted in delayed narrow-sense earliness, indicating that WAP1 accelerates autonomous phase transition. Analyses of the WAP1 expression in the near-isogenic lines (NILs) for spring habit genes (Vrn) revealed that WAP1 transcripts were induced by vernalization strongly in the NILs with Vrn dominant alleles and weakly with the recessive alleles. Furthermore, WAP1 expression was up-regulated by a long photoperiod in both NILs with and those without a photoperiod-insensitive gene (Ppd). These results suggest that WAP1 is a key gene in the regulatory pathway controlling the phase transition from vegetative to reproductive growth in wheat.
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Affiliation(s)
- Koji Murai
- Department of Bioscience, Fukui Prefectural University, Matsuoka-cho, Fukui, 910-1195 Japan.
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19
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Species Identification of Beans, Peas and Other Legumes by RAPD-PCR after DNA Isolation using Membrane Columns. Lebensm Wiss Technol 2002. [DOI: 10.1006/fstl.2001.0857] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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20
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Influence of Experimental Conditions on the Reproducibility of RAPD-PCR Identification of Legumes and Cereals. Lebensm Wiss Technol 2002. [DOI: 10.1006/fstl.2001.0844] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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21
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FERGUSON ME, FORD-LLOYD BV, ROBERTSON LD, MAXTED N, NEWBURY HJ. Mapping the geographical distribution of genetic variation in the genusLensfor the enhanced conservation of plant genetic diversity. Mol Ecol 2002. [DOI: 10.1046/j.1365-294x.1998.00513.x] [Citation(s) in RCA: 64] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
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22
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Galasso I, Schmidt T, Pignone D. Identification of Lens culinaris ssp. culinaris chromosomes by physical mapping of repetitive DNA sequences. Chromosome Res 2001; 9:199-209. [PMID: 11330394 DOI: 10.1023/a:1016644319409] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
We describe the characterisation and the chromosomal localisation of two repeated DNA sequences, named pLc30 (466 bp long, 64% AT residues) and pLc7 (408 bp long, 61% AT residues), isolated from lentil (Lens culinaris ssp. culinaris) genomic DNA. The pLc30 family is characterised by four internal repeats organised in a head-to-tail orientation, whereas the pLc7 contains many short direct subrepeats. The two families do not share significant sequence similarity. The distribution of these repetitive sequences in different Lens species and in other legumes was investigated. pLc30 is present in all Lens species investigated but absent from other genera examined. In contrast, pLc7 is present also in the genome of other legumes. As determined by FISH, the pLc30 sequence hybridises on six out of seven lentil chromosome pairs, while pLc7 hybridises on one only. The distribution of the nine different hybridisation sites of pLc30 allows the discrimination of all seven chromosome pairs and the construction of a karyotype of L. culinaris ssp. culinaris. Additionally, the combination of simultaneous and successive FISH with pLc7, 5S rRNA, 18S-5.8S-25S rRNA genes, and a telomeric sequence allowed the assembly of a physical map based on lentil karyotype.
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Affiliation(s)
- I Galasso
- CNR, Istituto del Germoplasma, Bari, Italy
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23
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Abstract
The amino acid content of seeds and 4-day-old seedlings were studied in five species of lentil: Lens culinaris, L. orientalis, L. ervoides, L. nigricans and L. odemensis. Free amino acid and also total protein amino acid content after HCl hydrolysis were determined by HPLC. The nonprotein UV-absorbing amino acids were determined by capillary zone electrophoresis (CZE). The content of free protein amino acids in seeds varied among species and increased dramatically after germination. Asparagine is quantitatively most important in both seed and seedling. The content of free nonprotein amino acids is variable in seeds and seedlings. gamma-Hydroxyarginine, gamma-hydroxyornithine, alpha-aminobutyric acid and taurine were found in both seeds and seedlings. Homoarginine was found in four species but not in L. orientalis while gamma-aminobutyric acid (GABA), alpha-aminoadipic acid (alpha-aaa) and three isoxazolinone derivatives: beta-(isoxazolin-5-on-2-yl)-alanine (BIA), gamma-glutamyl-BIA (gamma-glu-BIA) and 2-carboxymethyl-isoxazolin-5-one (CMI) were found exclusively in the seedlings. CMI was identified for the first time in lentil species. Lathyrine, beta-(2-amino-pyrimidine-4-yl)-alanine, which was reported to be in the seeds of some Lathyrus species was confirmed to be present also in the seedling of L. culinaris (trace amount), L. nigricans and L. odemensis. Trigonelline (N-methyl-nicotinic acid), a plant hormone, is present both in seeds and seedlings in different concentrations except in L. ervoides. The different combination of nonprotein amino acids among the species gives indication of their genetic relationship and might partly explain the varying compatibility for interspecies crossing.
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Affiliation(s)
- P Rozan
- Laboratory of Physiological Chemistry, Faculty of Medicine and Health Sciences, Ghent University, Jozef Kluyskensstraat 27, B-9000, Ghent, Belgium
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Ferguson M, Erskine W. Lentils (Lens L.). PLANT GENETIC RESOURCES OF LEGUMES IN THE MEDITERRANEAN 2001. [DOI: 10.1007/978-94-015-9823-1_7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
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25
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Lens spp: Conserved resources, priorities for collection and future prospects. LINKING RESEARCH AND MARKETING OPPORTUNITIES FOR PULSES IN THE 21ST CENTURY 2000. [DOI: 10.1007/978-94-011-4385-1_58] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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26
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Sun GL, Díaz O, Salomon B, von Bothmer R. Genetic diversity in Elymus caninus as revealed by isozyme, RAPD, and microsatellite markers. Genome 1999. [DOI: 10.1139/g98-130] [Citation(s) in RCA: 38] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Genetic diversity of 33 Elymus caninus accessions was investigated using isozyme, RAPD, and microsatellite markers. The three assays differed in the amount of polymorphism detected. Microsatellites detected the highest polymorphism. Six microsatellite primer pairs generated a total of 74 polymorphic bands (alleles), with an average of 15.7 bands per primer pair. Three genetic similarity matrices were estimated based on band presence or absence. Genetic diversity trees (dendrograms) were derived from each marker technique, and compared using Mantel's test. The correlation coefficients were 0.204, 0.267, and 0.164 between isozyme and RAPD distance matrices, RAPD and microsatellite distance matrices, and between isozyme and microsatellite distance matrices, respectively. The three methodologies gave differing views of the amount of variation present but all showed a high level of genetic variation in E. caninus. The following points may be drawn from this study whether based on RAPD, microsatellite, or isozyme data: (i) The Icelandic populations are consistently revealed by the three dendrograms. The congruence of the discrimination of this accession group by RAPD, microsatellite, and isozyme markers suggests that geographic isolation strongly influenced the evolution of the populations; (ii) The degree of genetic variation within accessions was notably great; and (iii) The DNA-based markers will be the more useful ones in detecting genetic diversity in closely related accessions. In addition, a dendrogram, which took into account all fragments produced by isozymes, RAPDs, and microsatellites, reflected better the relationships than did dendrograms based on only one type of marker.Key words: Elymus caninus, genetic diversity, isozymes, RAPDs, microsatellites.
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Swoboda I, Bhalla PL. RAPD analysis of genetic variation in the Australian fan flower, Scaevola. Genome 1997; 40:600-6. [PMID: 9352642 DOI: 10.1139/g97-079] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
The use of randomly amplified polymorphic DNA (RAPD) to study genetic variability in Scaevola (family Goodeniaceae), a native Australian species used in ornamental horticulture, is demonstrated. Plants of the genus Scaevola are commonly known as "fan flowers," due to the fan-like shape of the flowers. Nineteen accessions of Scaevola (12 cultivated and 7 wild) were studied using 20 random decamer arbitrary primers. Eight primers gave a distinct reproducible amplification profile of 90 scorable polymorphic fragments, enabling the differentiation of the Scaevola accessions. RAPD amplification of genomic DNA revealed a high genetic variability among the different species of Scaevola studied. Molecular markers were used to calculate the similarity coefficients, which were then used for determining genetic distances between each of the accessions. Based on genetic distances, a dendrogram was constructed. Though the dendrogram is in general agreement with the taxonomy, it also highlights discrepancies in the classification. The RAPD data showed that Scaevola aemula (series Pogogynae) is closer to Scaevola glandulifera of series Globuliferae than to the rest of members of series Pogogynae. In addition, the RAPD banding pattern of white flower S. aemula, one of the commercial cultivars, was identical to that of Scaevola albida, indicating their genetic similarity. Our study showed that there is a large genetic distance between commercial cultivars of Scaevola (Purple Fanfare, Pink Perfection, and Mauve Cluster), indicating considerable genetic variation among them. The use of RAPDs in intra- and inter-specific breeding of Scaevola is also explored.
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Affiliation(s)
- I Swoboda
- Department of Agriculture and Resource Management, University of Melbourne, Parkville, Victoria, Australia
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