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Ibrahim EA, Alhaithloul HAS, Shamseldin SAM, Awaly SBH, El-Latif Hesham A, Abdelkader MFM, Alqahtani MM, Alzuaibr FM, Alasmari A, Sukar NA, Diyasty MZ, Abdein MA. Morphological, Biochemical, and Molecular Diversity Assessment of Egyptian Bottle Gourd Cultivars. Genet Res (Camb) 2024; 2024:4182158. [PMID: 38205231 PMCID: PMC10781529 DOI: 10.1155/2024/4182158] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2023] [Revised: 10/13/2023] [Accepted: 12/13/2023] [Indexed: 01/12/2024] Open
Abstract
The genetic variability and relationships between ten bottle gourd cultivars were evaluated based on morphological, biochemical, and molecular parameters. The results displayed high variability among selected cultivars in terms of photosynthetic pigments, total free amino acids, total phenol content, isozymes pattern, and protein electrophoresis. Furthermore, differences in molecular markers were revealed by the SCoT technique. The peroxidase (POD) and polyphenyl oxidase (PPO) isozymes patterns did not detect significant differences in bands among cultivars. The protein patterns revealed seventeen bands ranging from 126 to 9 kDa and five polymorphic bands representing 29.41%. On the other hand, eight SCoT primers were used to evaluate the genetic variability and relationships between the ten Egyptian bottle gourd cultivars. The results of SCoT analysis detected 44 amplicons with 50% polymorphism. In addition, the results of the phylogenetic tree that is constructed based on the similarity coefficient revealed by SCoT analysis confirm the results of biochemical analysis indicating a genetic relationship between the most efficient bottle gourd cultivars (S1 and S2 cultivars). In addition, there is a genetic relationship among the less efficient bottle gourd cultivars (S4 and S5 cultivars). These results could be beneficial to distinguish among bottle gourd cultivars in the plant breeding programs.
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Affiliation(s)
- Ehab A. Ibrahim
- Department of Cross-Pollinated Vegetable Research, Horticulture Research Institute, Agricultural Research Centre, Giza 12619, Egypt
| | | | - Sahar A. M. Shamseldin
- Botany Department, Women's College for Arts, Science and Education, Ain Shams University, Cairo 11566, Egypt
| | - Sara B. H. Awaly
- Genetics Department, Faculty of Agriculture, Cairo University, Giza, Egypt
| | - Abd El-Latif Hesham
- Genetics Department, Faculty of Agriculture, Beni-Suef University, Beni Suef 62521, Egypt
| | - Mohamed F. M. Abdelkader
- Department of Plant Production, College of Food and Agriculture, King Saud University, Riyadh 12372, Saudi Arabia
| | - Mesfer M. Alqahtani
- Department of Biological Sciences, Faculty of Science and Humanities, Shaqra University, P.O. Box 1040, Ad-Dawadimi, Shaqra 11911, Saudi Arabia
| | | | - Abdulrahman Alasmari
- Biology Department, College of Science, Tabuk University, Tabuk 71491, Saudi Arabia
| | - Noha A. Sukar
- Agricultural Botany (Genetics) Department, Faculty of Agriculture (Girls), Al-Azhar University, Cairo, Egypt
| | - Mohamed Z. Diyasty
- Genetic Department, Faculty of Agriculture, Mansoura University, Mansoura 35516, Egypt
| | - Mohamed A. Abdein
- Seeds Development Department, El-Nada Misr Scientific Research and Development Projects, Turrell, Mansoura 35511, Egypt
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Association of saponin concentration, molecular markers, and biochemical factors with enhancing resistance to alfalfa seedling damping-off. Saudi J Biol Sci 2022; 29:2148-2162. [PMID: 35531163 PMCID: PMC9072927 DOI: 10.1016/j.sjbs.2021.11.046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/16/2021] [Accepted: 11/17/2021] [Indexed: 11/23/2022] Open
Abstract
Fifteen alfalfa populations were tested for resistance to the seedling damping-off disease sourced by Rhizoctonia solani, Fusarium solani, and Macrophomina phaseolina. In a laboratory experiment, saponin treatment significantly diminished the mycelial growth of the causal fungi of alfalfa damping-off disease. Roots of the fifteen alfalfa populations varied in saponin and lignin content. Selection for the considerably resistant plants leads to the best growth performance, desirable yield, and high nutritive values such as crude protein (CP), crude fier (CF), nitrogen free extract (NFE), ash, and ether extract (EE) contents. For the PCR reaction, 10 SSR pairs of the JESPR series primers and the cDNA-SCoT technique with seven primers were used. SSR and SCoT revealed some unique markers that could be linked to resistance to damping-off disease in alfalfa that appeared in the considerably resistant alfalfa population (the promised pop.). SSR and SCoT markers can be an excellent molecular method for judging genetic diversity and germplasm classification in tetraploid alfalfa. We recommend breeding for saponin concentration in the alfalfa plant may affect resistance to some diseases like root rot and damping-off because saponin might improve plant growth, yield, and nutritional values.
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Wang XJ, Luo Q, Li T, Meng PH, Pu YT, Liu JX, Zhang J, Liu H, Tan GF, Xiong AS. Origin, evolution, breeding, and omics of Apiaceae: a family of vegetables and medicinal plants. HORTICULTURE RESEARCH 2022; 9:uhac076. [PMID: 38239769 PMCID: PMC10795576 DOI: 10.1093/hr/uhac076] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/09/2021] [Accepted: 03/17/2022] [Indexed: 01/22/2024]
Abstract
Many of the world's most important vegetables and medicinal crops, including carrot, celery, coriander, fennel, and cumin, belong to the Apiaceae family. In this review, we summarize the complex origins of Apiaceae and the current state of research on the family, including traditional and molecular breeding practices, bioactive compounds, medicinal applications, nanotechnology, and omics research. Numerous molecular markers, regulatory factors, and functional genes have been discovered, studied, and applied to improve vegetable and medicinal crops in Apiaceae. In addition, current trends in Apiaceae application and research are also briefly described, including mining new functional genes and metabolites using omics research, identifying new genetic variants associated with important agronomic traits by population genetics analysis and GWAS, applying genetic transformation, the CRISPR-Cas9 gene editing system, and nanotechnology. This review provides a reference for basic and applied research on Apiaceae vegetable and medicinal plants.
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Affiliation(s)
- Xiao-Jing Wang
- Key laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guizhou 550025, China
| | - Qing Luo
- Institute of Horticulture, Guizhou Academy of Agricultural Sciences, Guizhou 550006, China
| | - Tong Li
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Ministry of Agriculture and Rural Affairs Key Laboratory of Biology and Germplasm Enhancement of Horticultural Crops in East China, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Ping-Hong Meng
- Institute of Horticulture, Guizhou Academy of Agricultural Sciences, Guizhou 550006, China
| | - Yu-Ting Pu
- Key laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou University, Guizhou 550025, China
| | - Jie-Xia Liu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Ministry of Agriculture and Rural Affairs Key Laboratory of Biology and Germplasm Enhancement of Horticultural Crops in East China, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Jian Zhang
- College of Agronomy, Jilin Agricultural University, Changchun 210095, China
| | - Hui Liu
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Ministry of Agriculture and Rural Affairs Key Laboratory of Biology and Germplasm Enhancement of Horticultural Crops in East China, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
| | - Guo-Fei Tan
- Institute of Horticulture, Guizhou Academy of Agricultural Sciences, Guizhou 550006, China
| | - Ai-Sheng Xiong
- State Key Laboratory of Crop Genetics and Germplasm Enhancement, Ministry of Agriculture and Rural Affairs Key Laboratory of Biology and Germplasm Enhancement of Horticultural Crops in East China, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
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El-Hawary SS, Lithy NM, Amin E, AbouZid SF, Mohammed R. Anti-trypanosomal activity and DNA fingerprinting of fifteen Euphorbia species using ISSR and SCoT markers. BENI-SUEF UNIVERSITY JOURNAL OF BASIC AND APPLIED SCIENCES 2021. [DOI: 10.1186/s43088-021-00140-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Euphorbia is the largest genus in family Euphorbiaceae with a great biological and genetic diversity. The anti-trypanosomal activity of the crude extract of 15 Euphorbia species against Trypanosoma brucei brucei was carried out. Furthermore, DNA fingerprinting of the tested species using ISSR and SCoT markers was also investigated.
Results
The anti-trypanosomal activity of the 15 Euphorbia species revealed the highest activity of E. officinarum L. and E. milli Des Moul. against Trypanosoma brucei brucei with IC50 values < 10 μg/mL after 48- and 72-h incubation. Moreover, the assessment of the genetic diversity among the 15 tested species showed similar correlation coefficients of 0.76–0.98 which classified Euphorbia species into two main groups, one contained two species and the other contained 13 species.
Conclusions
Some Euphorbia species exhibited significant growth inhibitory activity toward Trypanosoma brucei strain TC221. Results also indicated the suitability of both markers for genetic fingerprinting of the tested Euphorbia species. To our knowledge, this is the first detailed comparison of the performance of two targeted DNA molecular markers (SCoT and ISSR) on the tested 15 Euphorbia species. The results guide future efficient use of these molecular markers in the genetic analysis of Euphorbia.
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Molecular and phytochemical variability among genus Albizia: a phylogenetic prospect for future breeding. Mol Biol Rep 2021; 48:2619-2628. [PMID: 33792827 DOI: 10.1007/s11033-021-06316-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2020] [Accepted: 03/24/2021] [Indexed: 10/21/2022]
Abstract
Fabaceae, the third-largest Angiosperm family, exhibits great morphological diversity with significantly high species diversification rate. Albizia, one of the largest genera of the legume family, possesses high ecological, economical and medicinal application prospects and displays a global distribution. The taxonomic classification among Albizia remains, however, unclear and has been subjected to changes. The resolution of phylogenetic relationships among members of genus Albizia is a priority. Nine Albizia species cultivated in Egypt; Albizia lebbeck, A. julibrissin, A. odoratissima, A. procera, A. anthelmintica, A. guachapele, A. myriophylla, A. richardiana and A. lucida were subjected to molecular classification via DNA fingerprinting techniques viz. Inter Simple Sequence Repeat (ISSR) and Start Codon Targeted polymorphism (SCoT) using ten primers, five for each technique. The total number of bands produced by ISSR and SCoT primers was 28 and 40, respectively. The percentage of polymorphism varied from 64.28% in ISSR to 67.50% in SCoT analysis. Additionally, chemotaxonomic analysis was implemented based on UV spectroscopic profiling and total phenolic content coupled to unsupervised chemometric tools; Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA). Interspecific relationships were confirmed via molecular and phytochemical analyses between A. procera and A. guachapele; A. lebbeck and A. odoratissima; and A. julibrissin and A. lucida. The study reveals that chemotaxonomic data can reflect phylogenetic relationships among examined Albizia species and provides insights to the significance of utilizing the strengths of both molecular taxonomy and chemotaxonomy to resolve phylogenetic relationship among this genus which offers baseline for breeding programs. Future strategies to enrich taxonomic classification among Albizia includes extensive morphological characterization, DNA barcoding techniques and metabolomic profiling.
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Consentino BB, Virga G, La Placa GG, Sabatino L, Rouphael Y, Ntatsi G, Iapichino G, La Bella S, Mauro RP, D’Anna F, Tuttolomondo T, De Pasquale C. Celery ( Apium graveolens L.) Performances as Subjected to Different Sources of Protein Hydrolysates. PLANTS 2020; 9:plants9121633. [PMID: 33255370 PMCID: PMC7760353 DOI: 10.3390/plants9121633] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/15/2020] [Revised: 11/17/2020] [Accepted: 11/21/2020] [Indexed: 11/16/2022]
Abstract
The vegetable production sector is currently fronting several issues mainly connected to the increasing demand of high quality food produced in accordance with sustainable horticultural technologies. The application of biostimulants, particularly protein hydrolysates (PHs), might be favorable to optimize water and mineral uptake and plant utilization and to increase both production performance and quality feature of vegetable crops. The present study was carried out on celery plants grown in a tunnel to appraise the influence of two PHs, a plant-derived PH (P-PH), obtained from soy extract and an animal PH (A-PH), derived from hydrolyzed animal epithelium (waste from bovine tanneries) on yield, yield components (head height, root collar diameter, and number of stalks), mineral composition, nutritional and functional features, as well as the economic profitability of PHs applications. Fresh weight in A-PH and P-PH treated plants was 8.3% and 38.2% higher, respectively than in untreated control plants. However, no significant difference was found between A-PH treated plants and control plants in terms of fresh weight. Head height significantly increased by 5.5% and 16.3% in A-PH and P-PH treated plants, respectively compared with untreated control (p ≤ 0.05). N content was inferior in PHs treated plants than in untreated control. Conversely, K and Mg content was higher in A-PH and P-PH treated plants as compared to the untreated ones. Furthermore, A-PH and P-PH improved ascorbic acid content by 8.2% and 8.7%, respectively compared with the non-treated control (p ≤ 0.001). Our results confirmed, also, that PHs application is an eco-friendly technique to improve total phenolic content in celery plants. In support of this, our findings revealed that animal or plants PH applications increased total phenolics by 36.9% and 20.8%, respectively compared with untreated plants (p ≤ 0.001).
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Affiliation(s)
- Beppe Benedetto Consentino
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
| | - Giuseppe Virga
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
| | - Gaetano Giuseppe La Placa
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
| | - Leo Sabatino
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
- Correspondence: (L.S.); (S.L.B.); Tel.: +39-09123862252 (L.S.); +39-09123862231 (S.L.B.)
| | - Youssef Rouphael
- Department of Agricultural Sciences, University of Naples Federico II, 80055 Portici, Italy;
| | - Georgia Ntatsi
- Laboratory of Vegetable Production, Department of Crop Science, Agricultural University of Athens, 11855 Athens, Greece;
| | - Giovanni Iapichino
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
| | - Salvatore La Bella
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
- Correspondence: (L.S.); (S.L.B.); Tel.: +39-09123862252 (L.S.); +39-09123862231 (S.L.B.)
| | - Rosario Paolo Mauro
- Dipartimento di Agricoltura, Alimentazione e Ambiente (Di3A), University of Catania, via Valdisavoia, 5-95123 Catania, Italy;
| | - Fabio D’Anna
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
| | - Teresa Tuttolomondo
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
| | - Claudio De Pasquale
- Department of Agricultural, Food and Forest Sciences, University of Palermo, 90128 Palermo, Italy; (B.B.C.); (G.V.); (G.G.L.P.); (G.I.); (F.D.); (T.T.); (C.D.P.)
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Kaiser N, Douches D, Dhingra A, Glenn KC, Herzig PR, Stowe EC, Swarup S. The role of conventional plant breeding in ensuring safe levels of naturally occurring toxins in food crops. Trends Food Sci Technol 2020. [DOI: 10.1016/j.tifs.2020.03.042] [Citation(s) in RCA: 30] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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El-Mouhamady ABA, El-Metwally MA. Appreciation of Genetic Parameters and Molecular Characterization in Some Promising Accessions of Soybean ( Glycine max L.). Pak J Biol Sci 2020; 23:425-438. [PMID: 32363829 DOI: 10.3923/pjbs.2020.425.438] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND AND OBJECTIVE Soybean crop occupies a high position among cereal crops because it is a highly nutritious plant. This investigation aimed to take advantage of the imported soybean lines in improving the local varieties. MATERIALS AND METHODS Three local varieties and 4 imported lines of soybean plant were planted during two seasons for estimating some genetic parameters including (Heritability in broad sense, PCV (%), GCV (%), DZ, expected genetic advance and genetic advance as percentage of mean) in some agro-morphological traits besides molecular characterization for the seven soybean materials using 6 SCoT primers. RESULTS The four imported soybean genotypes besides the local cultivar Giza 111 exhibited highly trend for all studied traits in both seasons. Heritability and genetic advance were exhibited significance and high values in most studied traits under both seasons. CONCLUSION The imported soybean genotypes confirmed significant excellence in all studied traits and recorded highly genetic stability for both seasons depending on results obtained of all genetic parameters. Therefore, the decision to use it as a new and good genetic source to improve, develop and raise the productivity of Egyptian soybean varieties as well as its resistance to biotic and abiotic stresses will be right and fruitful.
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Ghareeb ZF, Taha LS. Micropropagation protocol for Antigonon leptopus an important ornamental and medicinal plant. J Genet Eng Biotechnol 2018; 16:669-675. [PMID: 30733787 PMCID: PMC6353725 DOI: 10.1016/j.jgeb.2018.03.008] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2018] [Revised: 03/23/2018] [Accepted: 03/31/2018] [Indexed: 11/26/2022]
Abstract
The effect of some factors on in vitro consecutive micropropagation behavior of Antigonon leptopus was examined including those of culture establishment, shootlets multiplication, rooting and acclimatization stages. The highest percent of aseptic cultures and survival of explants (100%) were obtained as a result of using Clorox 10% for 3 min followed by MC 0.1% for 2 min while, using each of them individually (Clorox 20% or MC 0.1%) for 5 min caused the highest percent of shoot formation. During the multiplication stage, the highest percent of shoot formation was reached to 100% with repeating culture of explants (two times) on MS medium supplemented with 2ip at 1.0 and IBA at 0.2 mg/l. The highest numbers of shootlets/explant were obtained when 2.0 mg/l of BAP or 0.5 mg/l BA + 0.2 mg/l of IBA were added to MS culture medium. Culturing the explants on MS medium supplemented with 2ip at 0.5 or 1.0 mg/l each combined with 0.2 mg/l of IBA showed the longest shootlets. Reducing the strength of culture media to ½ or ¾ had promotion effect on rooting formation of shootlets. The best results of plant acclimatization (survival percent, plant height and root length) were obtained by using sand or peat moss soil. The amplified DNA fragments using B7, B9 and C19 primers for mother and micropropagated plants showed that the produced pattern by primer B7 had a maximum number of 10 bands of DNA fragments with molecular size ranging between 1025.57 and 176.36 bp, micropropagated plants showed 95.2% similarity in relation to mother plant.
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Affiliation(s)
- Zenna Fawzia Ghareeb
- Botanical Garden Research Dept., Horticulture Res.Inst., Agricultural Research Center, Egypt
| | - Lobna S. Taha
- Ornamental Plants and Woody Trees Dept., National Research Centre, Dokki, Giza, Egypt
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Fadl-Allah E, Mahmoud MH, Abd El-Twab M, Helmey R. Aflatoxin B1induces chromosomal aberrations and 5S rDNA alterations in durum wheat. ACTA ACUST UNITED AC 2018. [DOI: 10.1016/j.jaubas.2011.06.002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Affiliation(s)
- E.M. Fadl-Allah
- Botany Department, Faculty of Science, Minia University, Egypt
| | - M.A-H. Mahmoud
- Genetics Department, Faculty of Agriculture, Minia University, Egypt
| | | | - R.K. Helmey
- Botany Department, Faculty of Science, Minia University, Egypt
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Li MY, Hou XL, Wang F, Tan GF, Xu ZS, Xiong AS. Advances in the research of celery, an important Apiaceae vegetable crop. Crit Rev Biotechnol 2017; 38:172-183. [PMID: 28423952 DOI: 10.1080/07388551.2017.1312275] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Celery (Apium graveolens L.), one of the most important vegetables in Apiaceae family, is cultivated worldwide and utilized in food and cosmetic industries because it is an excellent source of vitamins, phenolic compounds, volatile oils and other nutrients. Celery extracts possess various medicinal properties, such as antibacterial, anti-inflammatory and lowering blood glucose and serum lipid levels. With the rapid advancements in molecular biology and sequencing technology, studies on celery have been performed. Numerous molecular markers and regulatory genes have been discovered and applied to improve celery. Research advances, including genetic breeding, genomics research, function genes and chemical composition, regarding celery are reviewed in this paper. Further exploration and application trends are briefly described. This review provides a reference for basic and applied research on celery, an important Apiaceae vegetable crop.
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Affiliation(s)
- Meng-Yao Li
- a State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture , Nanjing Agricultural University , Nanjing , China
| | - Xi-Lin Hou
- a State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture , Nanjing Agricultural University , Nanjing , China
| | - Feng Wang
- a State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture , Nanjing Agricultural University , Nanjing , China
| | - Guo-Fei Tan
- a State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture , Nanjing Agricultural University , Nanjing , China
| | - Zhi-Sheng Xu
- a State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture , Nanjing Agricultural University , Nanjing , China
| | - Ai-Sheng Xiong
- a State Key Laboratory of Crop Genetics and Germplasm Enhancement, College of Horticulture , Nanjing Agricultural University , Nanjing , China
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Singtonat S, Osathanunkul M. Fast and reliable detection of toxic Crotalaria spectabilis Roth. in Thunbergia laurifolia Lindl. herbal products using DNA barcoding coupled with HRM analysis. Altern Ther Health Med 2015; 15:162. [PMID: 26024888 PMCID: PMC4448308 DOI: 10.1186/s12906-015-0692-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Accepted: 05/22/2015] [Indexed: 11/29/2022]
Abstract
Background Nowadays, medicinal plants are used as a popular alternative to synthetic drugs. Many medicinal plant products have now been commercialized throughout various markets. These products are commonly sold in processed or modified forms such as powders, dried material and capsules, making it almost impossible to accurately identify the constituent species. The herbal plant known as ‘Rang Chuet’ in Thai has been widely used as remedies for various ailments. However, two medicinal plants species, Thunbergia laurifolia and Crotalaria spectabilis share this name. Duo to the similarity in nomenclature, the commercial products labeled as ‘Rang Chuet’ could be any of them. Recently, the evidence of hepatotoxic effects linked to use of C. spectabilis were reported and is now seriously concern. There is a need to find an approach that could help with species identification of these herbal products to ensure the safety and efficacy of the herbal drug. Methods Here DNA barcoding was used in combination with High Resolution Melting analysis (Bar-HRM) to authenticate T. laurifolia species. Four DNA barcodes including matK, rbcL, rpoC and trnL were selected for use in primers design for HRM analysis to produce standard melting profiles of the selected species. Commercial products labeled as ‘Rang Chuet’ were purchased from Thai markets and authentication by HRM analyses. Results Melting data from the HRM assay using the designed primers showed that the two ‘Rang Chuet’ species could easily be distinguished from each other. The melting profiles of the all four region amplicons of each species are clearly separated in all three replicates. The method was then applied to authenticate products in powdered form. HRM curves of all ten test samples indicated that three of the tested products did not only contain the T. laurifolia species. Conclusion The herbal drugs derived from different plants must be distinguished from each other even they share the same vernacular name. The Bar-HRM method developed here proved useful in the identification and authentication of herbal species in processed samples. In the future, species authentication through Bar-HRM could be used to promote consumer trust, as well as raising the quality of herbal products. Electronic supplementary material The online version of this article (doi:10.1186/s12906-015-0692-6) contains supplementary material, which is available to authorized users.
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Moghaieb REA, Mohammed EHK, Youssief SS. Genetic diversity among some canola cultivars as revealed by RAPD, SSR and AFLP analyses. 3 Biotech 2014; 4:403-410. [PMID: 28324480 PMCID: PMC4145625 DOI: 10.1007/s13205-013-0165-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2013] [Accepted: 08/12/2013] [Indexed: 11/27/2022] Open
Abstract
To assess the genetic diversity among four canola cultivars (namely, Serw-3, Serw-4, Misser L-16 and Semu 249), random amplified polymorphic DNA (RAPD), simple sequence repeat polymorphism (SSR) and amplified fragment length polymorphism (AFLP) analyses were performed. The data indicated that all of the three molecular markers gave different levels of polymorphism. A total of 118, 31 and 338 markers that show 61, 67.7 and 81 % polymorphism percentages were resulted from the RAPD, SSR and AFLP analyses, respectively. Based on the data obtained the three markers can be used to differentiate between the four canola cultivars. The genotype-specific markers were determined, 18 out of the 72 polymorphic RAPD markers generated were found to be genotype-specific (25 %). The highest number of RAPD specific markers was scored for Semu 249 (15 markers), while Serw-4 scored two markers. On the other hand, Serw-3 scored one marker. The cultivar Semu 249 scored the highest number of unique AFLP markers, giving 57 unique markers, followed by Misser L-16 which was characterized by 40 unique AFLP markers, then Serw-3 giving 31 unique markers. While Serw-4 was characterized by the lowest number producing 14 unique positive markers. The dendrogram built on the basis of combined data from RAPD, SSR and AFLP analysis represents the genetic distances among the four canola cultivars. Understanding the genetic variability among the current canola cultivars opens up a possibility for developing a molecular genetic map that will lead to the application of marker-assisted selection tools in genetic improvement of canola.
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Affiliation(s)
- Reda E A Moghaieb
- Department of Genetics and Genetic Engineering Research Center, Faculty of Agriculture, Cairo University, Giza, Egypt.
| | - Etr H K Mohammed
- Department of Genetics and Genetic Engineering Research Center, Faculty of Agriculture, Cairo University, Giza, Egypt
- Plant Protection Research Institute, Agriculture Research Center, Ministry of Agriculture, Dokki, Giza, Egypt
| | - Sawsan S Youssief
- Department of Genetics and Genetic Engineering Research Center, Faculty of Agriculture, Cairo University, Giza, Egypt
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Fu N, Wang PY, Liu XD, Shen HL. Use of EST-SSR markers for evaluating genetic diversity and fingerprinting celery (Apium graveolens L.) cultivars. Molecules 2014; 19:1939-55. [PMID: 24518809 PMCID: PMC6270925 DOI: 10.3390/molecules19021939] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Revised: 02/05/2014] [Accepted: 02/07/2014] [Indexed: 11/26/2022] Open
Abstract
Celery (Apium graveolens L.) is one of the most economically important vegetables worldwide, but genetic and genomic resources supporting celery molecular breeding are quite limited, thus few studies on celery have been conducted so far. In this study we made use of simple sequence repeat (SSR) markers generated from previous celery transcriptome sequencing and attempted to detect the genetic diversity and relationships of commonly used celery accessions and explore the efficiency of the primers used for cultivars identification. Analysis of molecular variance (AMOVA) of Apium graveolens L. var. dulce showed that approximately 43% of genetic diversity was within accessions, 45% among accessions, and 22% among horticultural types. The neighbor-joining tree generated by unweighted pair group method with arithmetic mean (UPGMA), and population structure analysis, as well as principal components analysis (PCA), separated the cultivars into clusters corresponding to the geographical areas where they originated. Genetic distance analysis suggested that genetic variation within Apium graveolens was quite limited. Genotypic diversity showed any combinations of 55 genic SSRs were able to distinguish the genotypes of all 30 accessions.
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Affiliation(s)
- Nan Fu
- College of Agronomy and Biotechnology, China Agricultural University, No.2 Yuanmingyuan Xi Lu, Haidian District, Beijing 100193, China.
| | - Ping-Yong Wang
- College of Agronomy and Biotechnology, China Agricultural University, No.2 Yuanmingyuan Xi Lu, Haidian District, Beijing 100193, China.
| | - Xiao-Dan Liu
- College of Agronomy and Biotechnology, China Agricultural University, No.2 Yuanmingyuan Xi Lu, Haidian District, Beijing 100193, China.
| | - Huo-Lin Shen
- College of Agronomy and Biotechnology, China Agricultural University, No.2 Yuanmingyuan Xi Lu, Haidian District, Beijing 100193, China.
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15
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Fu N, Wang Q, Shen HL. De novo assembly, gene annotation and marker development using Illumina paired-end transcriptome sequences in celery (Apium graveolens L.). PLoS One 2013; 8:e57686. [PMID: 23469050 PMCID: PMC3585167 DOI: 10.1371/journal.pone.0057686] [Citation(s) in RCA: 61] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2012] [Accepted: 01/23/2013] [Indexed: 12/11/2022] Open
Abstract
Background Celery is an increasing popular vegetable species, but limited transcriptome and genomic data hinder the research to it. In addition, a lack of celery molecular markers limits the process of molecular genetic breeding. High-throughput transcriptome sequencing is an efficient method to generate a large transcriptome sequence dataset for gene discovery, molecular marker development and marker-assisted selection breeding. Principal Findings Celery transcriptomes from four tissues were sequenced using Illumina paired-end sequencing technology. De novo assembling was performed to generate a collection of 42,280 unigenes (average length of 502.6 bp) that represent the first transcriptome of the species. 78.43% and 48.93% of the unigenes had significant similarity with proteins in the National Center for Biotechnology Information (NCBI) non-redundant protein database (Nr) and Swiss-Prot database respectively, and 10,473 (24.77%) unigenes were assigned to Clusters of Orthologous Groups (COG). 21,126 (49.97%) unigenes harboring Interpro domains were annotated, in which 15,409 (36.45%) were assigned to Gene Ontology(GO) categories. Additionally, 7,478 unigenes were mapped onto 228 pathways using the Kyoto Encyclopedia of Genes and Genomes Pathway database (KEGG). Large numbers of simple sequence repeats (SSRs) were indentified, and then the rate of successful amplication and polymorphism were investigated among 31 celery accessions. Conclusions This study demonstrates the feasibility of generating a large scale of sequence information by Illumina paired-end sequencing and efficient assembling. Our results provide a valuable resource for celery research. The developed molecular markers are the foundation of further genetic linkage analysis and gene localization, and they will be essential to accelerate the process of breeding.
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Affiliation(s)
- Nan Fu
- College of Agriculture and Biotechnology, China Agricultural University, Beijing, China
| | - Qian Wang
- College of Agriculture and Biotechnology, China Agricultural University, Beijing, China
| | - Huo-Lin Shen
- College of Agriculture and Biotechnology, China Agricultural University, Beijing, China
- * E-mail:
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16
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Ptak A, Simlat M, Kwiecień M, Laurain-Mattar D. Leucojum aestivumplants propagated in in vitro bioreactor culture and on solid media containing cytokinins. Eng Life Sci 2012. [DOI: 10.1002/elsc.201200109] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Affiliation(s)
- Agata Ptak
- Department of Plant Breeding and Seed Science; Agricultural University; Krakow; Poland
| | - Magdalena Simlat
- Department of Plant Breeding and Seed Science; Agricultural University; Krakow; Poland
| | - Michał Kwiecień
- Department of Plant Breeding and Seed Science; Agricultural University; Krakow; Poland
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17
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Multani DS, Lyon BR. Genetic fingerprinting of Australian cotton cultivars with RAPD markers. Genome 2012; 38:1005-8. [PMID: 18470223 DOI: 10.1139/g95-132] [Citation(s) in RCA: 47] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
RAPD (random amplified polymorphic DNA) markers generated by 30 random decamer primers were used to fingerprint 12 released cultivars and a breeding line of Gossypium hirsutum and 1 cultivar of G. barbadense presently under cultivation in Australia. Among a total of 453 developed markers, 69 (15.2%) were only present (unique) in the G. barbadense cultivar Pima S-7. Of the remaining markers, 128 (33.3%) were fixed in all 13 G. hirsutum cultivars. In pairwise comparisons of the degree of band sharing, nine closely-related cultivars showed 92.1-98.9% genetic similarity. Cluster analysis of genetic distance estimates between each of the cultivars revealed phylogenetic relationships in broad agreement with the known lineage of the cultivars. Ten of the G. hirsutum cultivars can be characterized individually based upon cultivar-specific RAPD markers, thus making it possible to differentiate closely related cultivars by molecular markers.
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Zhang ZR, Fan DM, Guo SQ, Li DZ, Zhang ZY. Development of 29 microsatellite markers for Osmanthus fragrans (Oleaceae), a traditional fragrant flowering tree of China. AMERICAN JOURNAL OF BOTANY 2011; 98:e356-e359. [PMID: 22114222 DOI: 10.3732/ajb.1100241] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
PREMISE OF THE STUDY Microsatellite markers were developed for a traditional fragrant flowering tree of China, Osmanthus fragrans, to investigate the genetic diversity of its wild populations and to facilitate the classification and identification of O. fragrans cultivars. METHODS AND RESULTS Using the fast isolation by AFLP of sequences containing repeats (FIASCO) protocol, 29 primer sets were identified in two wild populations. All primer pairs displayed polymorphism. The number of alleles per locus ranged from two to eight, with a mean of 3.9. The expected and observed heterozygosities ranged from 0.125 to 0.932 and from 0.083 to 0.917, respectively. The transferability of the 29 primer pairs was tested on O. serrulatus, O. delavayi, and O. yunnanensis (three individuals for each species). Eighteen (62.1%), 16 (55.2%), and 21 (72.4%) of them were successfully amplified in O. serrulatus, O. delavayi, and O. yunnanensis, respectively. CONCLUSIONS These markers will facilitate further studies on the population genetics of O. fragrans and the classification and identification of O. fragrans cultivars.
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Affiliation(s)
- Zhi-Rong Zhang
- Laboratory of Subtropical Biodiversity, Jiangxi Agricultural University, Nanchang, China
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Tabasum S, Khan FA, Nawaz S, Iqbal MZ, Saeed A. DNA profiling of sugarcane genotypes using randomly amplified polymorphic DNA. GENETICS AND MOLECULAR RESEARCH 2010; 9:471-83. [PMID: 20391332 DOI: 10.4238/vol9-1gmr709] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
DNA profiles of 40 sugarcane genotypes were constructed with 30 RAPD markers. Sugarcane genotypes of both Saccharum officinarum and S. barberi were included in this study. Multiple alleles were detected from each RAPD; there was a high level of polymorphism. On average, 7.93 alleles were produced per primer, giving a total of 238 alleles. The genetic distances between these genotypes were assessed with the POPGENE DNA sequence analysis software. A dendrogram was constructed from these data; cultivated species of sugarcane formed clusters with S. barberi genotypes. The 40 genotypes were clustered into two main groups; genetic distances ranged from 20.29 to 64.66%. These RAPD fingerprints will help sugarcane breeders to evaluate the efficiency of current conventional breeding methods and will help characterize the genetic pedigree of commercial sugarcane varieties. These data will also be valuable for conservation and utilization of the genetic resources in germplasm collections.
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Affiliation(s)
- S Tabasum
- College of Agriculture, University of Sargodha, Sargodha, Pakistan
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20
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Pascual M, Balanya J, Latorre A, Serra L. Analysis of the variability of Drosophila azteca and D. athabasca populations revealed by randomly amplified polymorphic DNA. J ZOOL SYST EVOL RES 2009. [DOI: 10.1111/j.1439-0469.1997.tb00419.x] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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21
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Plant Regeneration and Molecular Characterization of Potato Cultivar Macaca, Obtained from Gamma-Irradiated Explants. ACTA ACUST UNITED AC 2008. [DOI: 10.1300/j153v03n02_02] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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22
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Monitoring Genetic Fidelity in Plants Derived Through Direct Somatic Embryogenesis in Sugarcane by RAPD Analysis. ACTA ACUST UNITED AC 2008. [DOI: 10.1300/j153v08n03_01] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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23
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Yoke-Kqueen C, Radu S. Random amplified polymorphic DNA analysis of genetically modified organisms. J Biotechnol 2006; 127:161-6. [PMID: 16860900 DOI: 10.1016/j.jbiotec.2006.06.001] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2006] [Revised: 05/25/2006] [Accepted: 06/06/2006] [Indexed: 11/26/2022]
Abstract
Randomly amplified polymorphic DNA (RAPD) was used to analyzed 78 samples comprises of certified reference materials (soya and maize powder), raw seeds (soybean and maize), processed food and animal feed. Combination assay of two arbitrary primers in the RAPD analysis enable to distinguish genetically modified organism (GMO) reference materials from the samples tested. Dendrogram analysis revealed 13 clusters at 45% similarity from the RAPD. RAPD analysis showed that the maize and soybean samples were clustered differently besides the GMO and non-GMO products.
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Affiliation(s)
- Cheah Yoke-Kqueen
- Department of Biomedical Science, Faculty of Medicine and Health Sciences, Universiti Putra Malaysia, 43400 UPM Serdang, Selangor, Malaysia.
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Mantzavinou A, Bebeli PJ, Kaltsikes PJ. Estimating genetic diversity in Greek durum wheat landraces with RAPD markers. ACTA ACUST UNITED AC 2005. [DOI: 10.1071/ar04245] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Using the random amplified polymorphic DNA (RAPD) method, the genetic diversity of 19 Greek landraces and 9 cultivars of durum wheat [Triticum turgidum L. var. durum (Desf.)] was studied. Two commercial bread wheat (Triticum aestivum L.) cultivars and one genotype of Triticum monococcum L. were also included in the study. Eighty-seven arbitrary primers (10-mer) were evaluated in a preliminary experiment and 15 of them were selected for the main experiments based on the quality and reliability of their amplification and the polymorphism they revealed. A total of 150 DNA bands were obtained, 125 (83.3%) of which were polymorphic. On average, 10 DNA bands were amplified per primer, 8.3 of which were polymorphic. The genetic similarity between all pairs of genotypes was evaluated using the Jaccard’s or Nei and Li’s coefficients; the values of the former ranged from 0.153 to 0.973 while those of the latter were slightly higher (0.265–0.986). Cluster analysis was conducted by the UPGMA and the Njoin methods. Both methods broadly placed 26 durum genotypes into 1 branch while the other branch consisted of 2 subgroups: 1 included the 2 bread wheat cultivars; the other 1 consisted of 2 durum landraces, ‘Kontopouli’ and ‘Mavrotheri-Chios’, which showed an intruiging behaviour sharing bands with the bread wheat cultivars. The T. monococcum cultivar stood apart from all other genotypes.
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Al-Khalifah NS, Askari E. Molecular phylogeny of date palm (Phoenix dactylifera L.) cultivars from Saudi Arabia by DNA fingerprinting. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2003; 107:1266-1270. [PMID: 12879257 DOI: 10.1007/s00122-003-1369-y] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/30/2003] [Accepted: 04/04/2003] [Indexed: 05/24/2023]
Abstract
Genetic diversity among 13 different cultivars of date palm (Phoenix dactylifera L.) of Saudi Arabia was studied using random amplified polymorphic DNA (RAPD) markers. The screening of 140 RAPD primers allowed selection of 37 primers which revealed polymorphism, and the results were reproducible. All 13 genotypes were distinguishable by their unique banding patterns produced by 37 selected primers. Cluster analysis by the unweighted paired group method of arithmetic mean (UPGMA) showed two main clusters. Cluster A consisted of five cultivars (Shehel, Om-Kobar, Ajwa, Om-Hammam and Bareem) with 0.59-0.89 Nei and Li's coefficient in the similarity matrix. Cluster B consisted of seven cultivars (Rabeeha, Shishi, Nabtet Saif, Sugai, Sukkary Asfar, Sukkary Hamra and Nabtet Sultan) with a 0.66-0.85 Nei and Li's similarity range. Om-Hammam and Bareem were the two most closely related cultivars among the 13 cultivars with the highest value in the similarity matrix for Nei and Li's coefficient (0.89). Ajwa was closely related with Om-Hammam and Bareem with the second highest value in the similarity matrix (0.86). Sukkary Hamra and Nabtet Sultan were also closely related, with the third highest value in the similarity matrix (0.85). The cultivar Barny did not belong to any of the cluster groups. It was 34% genetically similar to the rest of the 12 cultivars. The average similarity among the 13 cultivars was more than 50%. As expected, most of the cultivars have a narrow genetic base. The results of the analysis can be used for the selection of possible parents to generate a mapping population. The variation detected among the closely related genotypes indicates the efficiency of RAPD markers over the morphological and isozyme markers for the identification and construction of genetic linkage maps.
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Affiliation(s)
- N S Al-Khalifah
- King Abdulaziz City for Science and Technology, P.O. Box 6086, Riyadh 11442, Saudi Arabia.
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Monte JV, De Nova PJ, Soler C. AFLP-based analysis to study genetic variability and relationships in the Spanish species of the genus Aegilops. Hereditas 2002; 135:233-8. [PMID: 12152340 DOI: 10.1111/j.1601-5223.2001.00233.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
Amplified fragment length polymorphism (AFLP) DNA markers were used to characterize the genetic diversity and relationships in wild species of the genus Aegilops. Fifty populations, which included the species Aegilops biuncialis (UUMM), Ae. neglecta (UUMMNN), Ae. ovata (UUMM), Ae. ventricosa (DDNN) and Ae. triuncialis (UUCC) were selected. These populations are distributed in the Iberian peninsula and Balearic islands. Five AFLP selective primer combinations generated a total of 527 amplification products of which 517 (98.10%) detected polymorphisms. Aegilops neglecta showed the least variation in contrast with Ae. biuncialis that presented the highest degree of polymorphism. Genetic relationships within the populations were evaluated by generating a similarity matrix based on the Jaccard index. In the resulting phenogram Ae. ventricosa appears segregated from the other species, probably owing to the influence of the D genome. The species sharing the U genome are located in the main cluster. The branching pattern of the U genome group reflects the proximity of the species sharing the M genome. Ae. biuncialis and Ae. ovata are clearly separated suggesting that the super index system should be used to differentiate the M genomes of both species. The variation among populations within species in relation to their geographical origin and results previously obtained by the authors using biochemical and molecular markers are discussed.
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Affiliation(s)
- J V Monte
- Department of Biotechnology, C.I.T., I.N.I.A., La Canaleja, NII Km 36, 28800-Alcalá de Henares, Madrid, Spain.
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Semagn K, Stedje B, Bjornstad A. Analysis of genetic diversity and structure in Ethiopian populations of Phytolacca dodecandra using RAPD. Hereditas 2002; 135:51-60. [PMID: 12035614 DOI: 10.1111/j.1601-5223.2001.00051.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022] Open
Abstract
The genetic diversity and structure in 17 wild populations (249 individuals) of Phytolacca dodecandra (endod) sampled along altitudinal gradients of 1600-3000 meters above sea level (m.a.s.l.) in Ethiopia was studied using random amplified polymorphic DNA (RAPD). A total of 70 polymorphic loci (P) scored from 12 RAPD primers were used to calculate different diversity indices within and between populations, habitats, geographical regions, climatic zones and altitude groups. The number of polymorphic loci and overall Shannon information measure (H) in the populations varied from 30 to 55 and from 0.228 to 0.418, respectively. In general, differences in population variability were found significantly correlated to effective population size. Both P and H were significantly higher in an undisturbed than in a disturbed habitat, and in the lowland and central-highland than in the highland altitude group. However, for both parameters the differences were not statistically significant between regions and climatic zones. Genetic distance between populations varied from 0.301 to 0.628. Cluster analysis performed using the genetic distance matrix revealed a clear separation of the highland populations (2501-3000 m.a.s.l.) from those of the lowland/central-highlands (1600-2500 m.a.s.l.) irrespective of their geographical regions and climatic zones. Analysis of molecular variance (AMOVA) indicated that differences in habitat, geographical regions and climatic zones explained 4.6%, 2.5% and 4.6%, respectively. But none of these differences were significant. Altitude explained 17.2% of the total variance and was highly significant. The data, therefore, clearly indicated the association of genetic structure in endod with altitude. The proportion of RAPD variation found among populations (21.2-35.0%) was somewhat intermediate between values reported for selfing and outcrossing species. The fixation index (FST) values (0.350 to 0.384) indicated very high genetic differentiation among populations.
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Affiliation(s)
- K Semagn
- University of Oslo, Botanical Garden and Museum, Oslo, Norway.
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Kumar LD, Kathirvel M, Rao GV, Nagaraju J. DNA profiling of disputed chilli samples (Capsicum annum) using ISSR-PCR and FISSR-PCR marker assays. Forensic Sci Int 2001; 116:63-8. [PMID: 11118756 DOI: 10.1016/s0379-0738(00)00350-9] [Citation(s) in RCA: 37] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
A case of marketing of spurious seeds of chilli, Capsicum annum in the brand name of an elite variety referred to us from an Indian court of law, for identification is described here. The highly reproducible molecular marker assays, inter simple sequence repeat polymerase chain reaction [ISSR-PCR] and FISSR-PCR (for fluorescent ISSR-PCR) were used for differentiating the four disputed chilli samples. A total number of 17 ISSR anchored primers, which included nine di-, and eight tri-nucleotide primers were used for the analysis. The ISSR-PCR products were separated on a 2% agarose gel. A total of 212 and 288 bands were resolved by seven di- and eight tri-nucleotide primers, respectively, with an average of 30 bands per primer. Five out of nine dinucleotide primers and four out of eight trinucleotide primers could unambiguously differentiate all the four disputed chilli samples. The sensitivity and informativeness of the ISSR-PCR assay were further enhanced by the use of FISSR-PCR technique. The FISSR-PCR assay revealed a total number of 566 bands using three tri- and one di-nucleotide primers with an average of 141 bands per primer. These four primers could reliably distinguish all the four disputed samples unambiguously. In developing countries like India, violation of Plant Breeder's Rights is a major concern of law. The present report is, therefore, a step to protect the Plant Breeder's Rights by making use of reliable and modern DNA technologies.
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Affiliation(s)
- L D Kumar
- Laboratory of Molecular Genetics, Centre for DNA Fingerprinting and Diagnostics, 4-87/1, ECIL Road, Nacharam, Hyderabad 500076, India
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Khandka DK, Tuna M, Tal M, Nejidat A, Golan-Goldhirsh A. Variability in the pattern of random amplified polymorphic DNA. Electrophoresis 1997; 18:2852-6. [PMID: 9504820 DOI: 10.1002/elps.1150181522] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The random amplified polymorphic DNA (RAPD) technique is a simple method to detect DNA polymorphism. It is sensitive to reaction conditions. Small changes in the reactants' concentration cause variations in amplification products. Using DNA from Asparagus officinalis, Dactylis glomerata, Mercurialis annua and Escherichia coli, we examined variability in the amplification pattern associated with reaction constituents. An increase in the ratio of Taq DNA polymerase to DNA in the reaction increased the number of amplified fragments. Increasing the concentration of primer resulted in the amplification of low molecular weight DNA fragments, while lowering the concentration resulted in high molecular weight fragments. Subsets of amplified fragments required different concentrations of magnesium for their highest intensity. Mechanical shearing of DNA obtained by sonication led to reduction in amplification of a subset of products. Enzymatic fragmentation of DNA by restriction enzymes led to loss or gain of specific fragments, depending on the DNA, primer, and restriction enzyme. RAPD markers of pooled DNA of anonymous pedigree should be critically evaluated for frequent 'false positive' markers.
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Affiliation(s)
- D K Khandka
- The Albert Katz Center for Desert Agrobiology, The Jacob Blaustein Institute for Desert Research, Ben-Gurion University of the Negev, Sede Boker Campus, Israel
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Appleby JM, Nelson G, McPherson MJ, Hamlyn PF. Polymerase chain reaction amplification of the RuBisCo small subunit genes and their novel application to plant tissue identification. Heredity (Edinb) 1997. [DOI: 10.1038/hdy.1997.199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022] Open
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Nilsson NO, Halldén C, Hansen M, Hjerdin A, Säll T. Comparing the distribution of RAPD and RFLP markers in a high density linkage map of sugar beet. Genome 1997; 40:644-51. [DOI: 10.1139/g97-085] [Citation(s) in RCA: 23] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The distribution of RAPD markers was compared with that of RFLP markers in a high density linkage map of sugar beet. The same mapping population of 161 F2individuals was used to generate all the marker data. The total map comprises 160 RAPD and 248 RFLP markers covering 508 cM. Both the RAPD and the RFLP markers show a high degree of clustering over the nine linkage groups. The pattern is compatible with a strong distal localization of recombination in the sugar beet. It leads generally to one major cluster of markers in the centre of each linkage group. In regions of high marker density, dominant RAPD markers present in either linkage phase and codominant RFLP markers are subclustered relative to each other. This phenomenon is shown to be attributable to: (i) effects of the mapping procedure when dominant and codominant data are combined, (ii) effects of the mapping procedure when dominant data in both linkage phases are combined, and (iii) genuine differences in the way RAPD and RFLP markers are recruited.Key words: sugar beet, linkage map, RAPD, RFLP, clustering.
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Hashmi G, Huettel R, Meyer R, Krusberg L, Hammerschlag F. RAPD analysis of somaclonal variants derived from embryo callus cultures of peach. PLANT CELL REPORTS 1997; 16:624-627. [PMID: 30727607 DOI: 10.1007/bf01275503] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/04/1996] [Revised: 01/06/1997] [Accepted: 01/18/1997] [Indexed: 06/09/2023]
Abstract
Peach [Prunus persica (L.) Batsch] regenerants from cv 'Sunhigh' embryo no. 156, regenerants obtained from cv 'Redhaven' embryo no. 30, and two peach cultivars 'Sunhigh' and 'Redhaven', were screened for polymorphic RAPD (Random Amplified Polymorphic DNA) markers with up to 60 10-mer primers. Although 35 primers produced results with scoreable bands, only 10 of the primers revealed polymorphism for regenerants of embryo no. 156 and cv 'Sunhigh', and 1 revealed a low level of polymorphism for regenerants of embryo no. 30 and cv 'Redhaven'. This study demonstrates the feasibility of using RAPD markers to identify somaclonal variants of peach and provides evidence for the existence of genetic differences among these variants.
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Affiliation(s)
- G Hashmi
- Plant Molecular Biology and Nematology Laboratories USDA/ARS, 20705, Beltsville, MD, USA
- Department of Botany, University of Maryland, 20742, College Park, MD, USA
| | - R Huettel
- Nematology Laboratories, USDA/ARS, 20705, Beltsville, MD, USA
| | - R Meyer
- Nematology Laboratories, USDA/ARS, 20705, Beltsville, MD, USA
| | - L Krusberg
- Department of Botany, University of Maryland, 20742, College Park, MD, USA
| | - F Hammerschlag
- Plant Molecular Biology, USDA/ARS, 20705, Beltsville, MD, USA
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Skroch PW, Nienhuis J. Qualitative and quantitative characterization of RAPD variation among snap bean (Phaseolus vulgaris) genotypes. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1995; 91:1078-1085. [PMID: 24169999 DOI: 10.1007/bf00223922] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/21/1994] [Accepted: 05/26/1995] [Indexed: 06/02/2023]
Abstract
Ten snap bean (Phaseolus vulgaris) genotypes were screened for polymorphism with 400 RAPD (random amplified polymorphic DNA) primers. Polymorphic RAPDs were scored and classified into three categories based on ethidium bromide staining intensity. An average of 5.19 RAPD bands were scored per primer for the 364 primers that gave scorable amplification products. An average of 2.15 polymorphic RAPDs were detected per primer. The results show that primer screening may reduce the number of RAPD reactions required for the analysis of genetic relationships among snap-bean genotypes by over 60%. Based on the analysis of the distribution of RAPD amplification, the same number of polymorphic RAPDs were amplified from different genotypes for all RAPD band intensity levels. A comparison of RAPD band amplification frequency among genotypes for the three categories of bands classified by amplification strength revealed a measurable difference in the frequencies of RAPDs classified as faint (weakly amplifying) compared to RAPD bands classified as bold (strongly amplifying) indicating a possible scoring error due to the underscoring of faint bands. Correlation analysis showed that RAPD bands amplified by the same primer are not more closely correlated then RAPD bands amplified by different primers but are more highly correlated then expected by chance. Pairwise comparisons of RAPD bands indicate that the distribution of RAPD amplification among genotypes will be a useful criterion for establishing RAPD band identity. For the average pairwise comparison of genotypes, 50% of primers tested and 15.8% of all scored RAPDs detected polymorphism. Based on RAPD data Nei's average gene diversity at a locus was 0.158 based on all scorable RAPD bands and 0.388 if only polymorphic RAPD loci were considered. RAPD-derived 1 relationships among genotypes are reported for the ten genotypes included in this study. The data presented here demonstrate that many informative, polymorphic RAPDs can be found among snap bean cultivars. These RAPDs may be useful for the unique identification of bean varieties, the organization of bean germplasm, and applications of molecular markers to bean breeding.
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Affiliation(s)
- P W Skroch
- Department of Horticulture, University of Wisconsin, 53706, Madison, Wisconsin, USA
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Skroch P, Nienhuis J. Impact of scoring error and reproducibility RAPD data on RAPD based estimates of genetic distance. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1995; 91:1086-1091. [PMID: 24170000 DOI: 10.1007/bf00223923] [Citation(s) in RCA: 46] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/1994] [Accepted: 05/26/1995] [Indexed: 06/02/2023]
Abstract
RAPD band reproducibility and scoring error were evaluated for RAPDs generated by 50 RAPD primers among ten snap bean (Phaseolus vulgaris L.) genotypes. Genetic distances based on different sets of RAPD bands were compared to evaluate the impact of scoring error, reproducibility, and differences in relative amplification strength on the reproducibility of RAPD based genetic distance estimates. The measured RAPD data scoring error was 2%. Reproducibility, expressed as the percentage of RAPD bands scored that are also scored in replicate data, was 76%. The results indicate that the probability of a scored RAPD band being scored in replicate data is strongly dependent on the uniformity of amplification conditions between experiments, as well as the relative amplification strength of the RAPD band. Significant improvement in the reproducibility of scored bands and some reduction in scoring error was achieved by reducing differences in reaction conditions between replicates. Observed primer variability for the reproducibility of scored RAPDs may also facilitate the selection of primers, resulting in dramatic improvements in the reproducibility of RAPD data used in germplasm studies. Variance of genetic distances across replicates due to sampling error was found to be more than six times greater than that due to scoring error for a set of 192 RAPD bands. Genetic distance matrices computed from the RAPD bands scored in replicated data and RAPD bands that failed to be scored in replicated data were not significantly different. Differences in the ethidium bromide staining intensity of RAPD bands were not associated with significant differences in resulting genetic distance matrices. The assumption of sampling error as the only source of error was sufficient to account for the observed variation in genetic distance estimates across independent sets of RAPD bands.
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Affiliation(s)
- P Skroch
- Department of Horticulture, University of Wisconsin, 53706, Madison, Wisconsin, USA
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35
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Sharma SK, Dawson IK, Waugh R. Relationships among cultivated and wild lentils revealed by RAPD analysis. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1995; 91:647-654. [PMID: 24169893 DOI: 10.1007/bf00223292] [Citation(s) in RCA: 25] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/1995] [Accepted: 02/17/1995] [Indexed: 06/02/2023]
Abstract
RAPD markers were used to distinguish between six different Lens taxa, representing cultivated lentil and its wild relatives. Twenty-four arbitrary sequence 10-mer primers were identified which revealed robust and easily interpretable amplification-product profiles. These generated a total of 88 polymorphic bands in 54 accessions and were used to partition variation within and among Lens taxa. The data showed that, of the taxa examined, ssp. orientalis is most similar to cultivated lentil. L. ervoides was the most divergent wild taxon followed by L. nigricans. The genetic similarity between the latter two species was of the same magnitude as between ssp. orientalis and cultivated lentil. In addition, species-diagnostic amplification products specific to L. odemensis, L. ervoides and L. nigricans were identified. These results correspond well with previous isozyme and RFLP studies. RAPDs, however, appear to provide a greater degree of resolution at a sub-species level. The level of variation detected within cultivated lentils suggests that RAPD markers may be an appropriate technology for the construction of genetic linkage maps between closely related Lens accessions.
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Affiliation(s)
- S K Sharma
- Department of Cell and Molecular Genetics, Scottish Crop Research Institute, DD2 5DA, Invergowrie, Dundee, Scotland, UK
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36
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Karihaloo JL, Brauner S, Gottlieb LD. Random amplified polymorphic DNA variation in the eggplant, Solanum melongena L. (Solanaceae). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1995; 90:767-70. [PMID: 24172917 DOI: 10.1007/bf00222010] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/16/1994] [Accepted: 09/22/1994] [Indexed: 05/11/2023]
Abstract
RAPD analysis was carried out on 52 accessions of Solanum melongena (eggplant) and related weedy forms known as "insanum". Twenty-two primers amplified 130 fragments. Solanum melongena exhibited 117 of the fragments, all of which were also present in insanum. Insanum displayed an additional 13 fragments not found in S. melongena. Overall, the insanum accessions were more diverse than those of S. melongena. The calculated similarity between them was 0.947. The RAPD results were closely concordant with the results of an electrophoretic isozyme survey performed on the same accessions. The concordance of the results shows that even though S. melongena and insanum are highly diverse morphologically, it is no longer appropriate to distinguish them taxonomically.
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Affiliation(s)
- J L Karihaloo
- N.F.P.T.C.R., National Bureau of Plant Genetic Resources, Pusa Campus, 110012, New Delhi, India
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PEAKALL R, SMOUSE PE, HUFF DR. Evolutionary implications of allozyme and RAPD variation in diploid populations of dioecious buffalograss Buchloë dactyloides. Mol Ecol 1995. [DOI: 10.1111/j.1365-294x.1995.tb00203.x] [Citation(s) in RCA: 278] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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38
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Yang X, Quiros CF. Construction of a genetic linkage map in celery using DNA-based markers. Genome 1995; 38:36-44. [DOI: 10.1139/g95-005] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
A F2population of two celery cultivated types (Apium graveolens L. var. rapaceum and A. graveolens L. var. secalinum) was used to construct a linkage map consisting of 29 RFLP (restriction fragment length polymorphism), 100 RAPD (random amplified polymorphic DNA), four isozyme, one disease resistance, and one growth habit markers. The map contains 11 major groups and 9 small groups and has a total length of 803 cM with an average distance of 6.4 cM between two adjacent loci. Ten percent of the RAPDs segregated as codominant markers and their allelic homologies were tested by Southern hybridization. One-quarter of the dominant RAPDs were linked in repulsion phase, whereas the majority of them were linked to either codominant or dominant markers in coupling phase. About 10% of the markers showed significant segregation distortion. The detectable level of duplications in the celery genome was relatively low.Key words: Apium graveolens, RFLP, RAPD, linkage map.
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Lanham PG, Brennan RM, Hackett C, McNicol RJ. RAPD fingerprinting of blackcurrant (Ribes nigrum L.) cultivars. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1995; 90:166-172. [PMID: 24173887 DOI: 10.1007/bf00222198] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/1994] [Accepted: 06/21/1994] [Indexed: 05/27/2023]
Abstract
Ribes nigrum germplasm was screened for random amplified polymorphic DNA (RAPD) markers. Fiftyfour markers were identified which generated individual fingerprints for each of 21 cultivars. Genetic variation within R. nigrum germplasm, as detected by RAPDs, demonstrated that the genetic basis for improvement of blackcurrant is narrower than would be expected by the analysis of parentage.
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Affiliation(s)
- P G Lanham
- Soft Fruit Genetics Department, Scottish Crop Research Institute, DD2 5DA, Invergowrie, Dundee, UK
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40
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Dweikat I, Ohm H, Mackenzie S, Patterson F, Cambron S, Ratcliffe R. Association of a DNA marker with Hessian fly resistance gene H9 in wheat. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1994; 89:964-968. [PMID: 24178111 DOI: 10.1007/bf00224525] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/21/1994] [Accepted: 07/28/1994] [Indexed: 06/02/2023]
Abstract
The Hessian fly [Mayetiola destructor (Say)] is a major pest of wheat (Triticum aestivum L.) and genetic resistance has been used effectively over the past 30 years to protect wheat against serious damage by the fly. To-date, 25 Hessian fly resistance genes, designated H1 to H25, have been identified in wheat. With near-isogenic wheat lines differing for the presence of an individual Hessian fly resistance gene, in conjunction with random amplified polymorphic DNA (RAPD) analysis and denaturing gradient-gel electrophoresis (DGGE), we have identified a DNA marker associated with the H9 resistance gene. The H9 gene confers resistance against biotype L of the Hessian fly, the most virulent biotype. The RAPD marker cosegregates with resistance in a segregating F2 population, remains associated with H9 resistance in a number of different T. aestivum and T. durum L. genetic backgrounds, and is readily detected by either DGGE or DNA gel-blot hybridization.
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Affiliation(s)
- I Dweikat
- Department of Agronomy, Purdue University, 47907, West Lafayette, IN, USA
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41
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Novy RG, Vorsa N, Kobak C, Goffreda J. RAPDs identify varietal misclassification and regional divergence in cranberry [Vaccinium macrocarpon (Ait.) Pursh]. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 1994; 88:1004-1010. [PMID: 24186254 DOI: 10.1007/bf00220808] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/03/1994] [Accepted: 01/12/1994] [Indexed: 06/02/2023]
Abstract
The majority of cultivated cranberry varieties were selected from native populations in the 1800s and early 1900s from sites in Massachusetts, New Jersey, and Wisconsin. Since their initial selections 100-150 years ago, varietal identities have become increasingly confused; primarily the result of there being a paucity of qualitative markers to effectively distinguish among varieties. Random amplified polymorphic DNA (RAPD) technology has the potential for allowing a more definitive classification of varieties and was used in this study to characterize 22 cranberry varieties. Twenty-two decamer primers amplified 162 scorable DNA fragments, of which 66 (41%) were polymorphic. On the basis of these 66 silver-stained RAPDs (ssRAPDs), 17 unique profiles were identified rather than the expected 22. Fourteen varieties had unique ssRAPD profiles, while the remaining 8 were represented by 3 ssRAPD profiles. Permuational analyses of the data suggest that the observed ssRAPD profile duplications are examples of varietal misclassification. Further analyses identified 2 ssRAPD markers that were found only in Eastern varieties (from Mass. and N. J.) and not in Wisconsin varieties. With varieties differing on average by 22 bands, ssRAPDs are shown to be effective in varietal identification and the assessment of genetic diversity in cranberry.
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Affiliation(s)
- R G Novy
- Blueberry and Cranberry Research Center, Rutgers University, 08019, Chatsworth, NJ, USA
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42
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Hosaka K, Mori M, Ogawa K. Genetic relationships of Japanese potato cultivars assessed by RAPD analysis. ACTA ACUST UNITED AC 1994. [DOI: 10.1007/bf02851325] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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43
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Smith JSC, Williams JGK. Arbitrary primer mediated fingerprinting in plants: Case studies in plant breeding, taxonomy and phylogeny. ACTA ACUST UNITED AC 1994. [DOI: 10.1007/978-3-0348-7527-1_1] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/16/2023]
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