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"Genotyping"

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"Genotyping"

Research Articles

Development of SNP Markers to Distinguish Various Watermelon Traits and Validation Using Fluidigm Genotyping Assay
Sang-Min Yeo, Jeong-Eui Hong, Md Abdur Rahim, Saleh Ahmed Shahriar, Phillip Choe, Sun-Kyun Jung, Ill-Sup Nou
Plant Breed. Biotech. 2023;11(2):141-153.   Published online June 1, 2023
DOI: https://doi.org/10.9787/PBB.2023.11.2.141

Watermelon [Citrullus lanatus (Thunb.) Matsum and Nakai] is one of the economically most important fruit crops of the Cucurbitaceae family. Among different watermelon traits, disease resistance and fruit quality are the important traits for growers and consumers. The single nucleotide polymorphism (SNP) markers similar to those traits can potentially and cost-effectively distinguish the genetic variations among these traits. Consequently, we developed 33 SNP makers linked to different watermelon traits associated with fruit quality and disease resistance, and validated in the genetic resources of watermelon and F1 breeding lines using ‘Fluidigm SNP Genotyping’ assay. Most of the SNP markers distinguished the alleles into three different types such as reference allele, alternative allele and heterozygous from watermelon genotypes for various traits. The SNP markers ‘ZymFL-T81P’ (ZYMV- resistance), ‘FON1-U161’ and ‘FON1-S075’ (Fusarium wilt-resistance), ‘Pmr21-Cla831’ (PM-resistance), and ‘ClGBS-J168’ and ‘GBS-GC230’ (GSB-resistance) can successfully differentiate resistant (R), susceptible (S) and heterozygous watermelon genotypes. Similarly, the SNP marker associated with sugar content, citrulline content, arginine content, rind hardness, flesh firmness, fruit shape, rind strip pattern of watermelon fruit and seed coat colour can successfully distinguished the watermelon genetic resources and F1 breeding lines as reference allele (A) type, alternative allele (B) type and heterozygous (H). These SNP markers could be utilized for marker assisted selection as well as screening of a large number of watermelon germplasm for fruit quality and disease resistance. However, further validation like artificial inoculation of pathogens for the traits related to disease resistance is required in watermelon crops.

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Development of SNP Markers for Identification of Squash F1 Hybrid Cultivars Using Fluidigm-Based Genotyping
Jong-Geun Park, Jeong-Eui Hong, Md Abdur Rahim, Ill-Sup Nou
Plant Breed. Biotech. 2022;10(3):163-173.   Published online August 31, 2022
DOI: https://doi.org/10.9787/PBB.2022.10.3.163

Squash (Cucurbita moschata D.) is an economically important vegetable of the Cucurbitaceae family. The genetic purity of commercial hybrid seed is crucial for the success of hybrid seed production. The molecular markers like single nucleotide polymorphism (SNP) can efficiently and cost-effectively distinguish the genetic differences among F1 hybrid cultivars. Therefore, in this study, we used ‘Fluidigm SNP Genotyping’ assay using 27 SNPs to distinguish and purity analysis of registered commercial F1 hybrid cultivars and F1 breeding lines of squash. Of these, eight SNP markers, including CMo-A01, CMo-A02, CMo-A04, CMo-A05, CMo-A12, CMo-A16, CMo-A20 and CMo-A25 can successfully identified heterozygotes from the registered commercial F1 hybrid squash cultivars with 100% accuracy and partial contamination was detected for F1 hybrid squash breeding lines which resulted due to outcrossing. Moreover, the HRM analysis of a registered commercial F1 hybrid cultivar ‘Parangsae’ with CMo-A03 SNP marker showed 96.30-100% purity of the cultivar. Our results suggest that the ‘Fluidigm SNP Genotyping’ technology could be a rapid and cost-effective method for cultivar differentiation and genetic purity analysis of F1 hybrids and squash cultivars.

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  • Unlocking the Potential of Cucurbitaceae Seed Oils: A Narrative Review on Phytochemical, Pharmacological, and Biotechnological Applications
    Boniface Anthony Ale, Peter Chinedu Agu, Patrick Maduabuchi Aja
    Natural Product Communications.2026;[Epub]     CrossRef
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Genetic Analysis Reveals a Major Effect QTL Associated with High Grain Zinc Content in Rice (Oryza sativa L.)
Shaikh J. Mohiuddin, Ashraful Haque, Manjurul Haque, Tofazzal Islam, Partha S. Biswas
Plant Breed. Biotech. 2020;8(4):327-340.   Published online December 1, 2020
DOI: https://doi.org/10.9787/PBB.2020.8.4.327

Molecular mapping and application of quantitative trait loci (QTL) associated with a higher level of grain Zinc is a viable option to enhance zinc content in rice through breeding. An F2 population derived from a cross between a high yielding variety, BRRI dhan28, and a locally adapted Zn enriched cultivar, Kalobokri was used to map QTLs associated with higher levels of Zn in rice grain. The F2:3 progenies varied significantly (P < 0.0001) in Zinc contents with a mean value remarkably higher than those in the superior parent. Through marker by trait analysis using IciMapping, we detected a large-effect QTL, qGZn3 on chromosome 3 between RM5419 and RM1164 spanning 1.83 Mb interval at the 0.05 level of significance with a threshold LOD of 10.61. This QTL showed a 21.1% (R2 value) contribution to the total phenotypic variation for zinc content in the unpolished rice grains with 4.68 μg/g additive effect of Kalobokri alleles. We also detected 11 metal homeostasis related genes within the interval of qGZn3. In-silico analysis showed that four expressed sequence tags of one candidate gene (LOC_Os03g22810) encoding Cu/Zn superoxide dismutase, a metal-binding protein, are highly active in the endosperm as well as in the embryonic tissue of rice grain. Taken together, our results suggest that qGZn3 is a major QTL associated with high grain Zn content in the F2 progenies of rice. Our findings offer valuable genetic resources to facilitate breeding for high yielding and Zinc-enriched rice variety.

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  • Precision breeding strategy to enrich iron and zinc in rice
    Rajvir Kaur, Rupinder Kaur, Renu Khanna, Gurjeet Singh, Dinesh Kumar Saini, Amandeep, Kumari Neelam, Navjot Sidhu, Ranvir Singh Gill
    Cereal Research Communications.2026; 54(1): 657.     CrossRef
  • Genomic Insights into the Genetic Control of Iron and Zinc Content in Rice: A Meta-analysis of Key Hotspots
    Om Prakash Raigar, Gaurav Augustine, Rupinder Kaur, Nitika Sandhu
    Journal of Plant Growth Regulation.2025;[Epub]     CrossRef
  • Association analysis of grain zinc and iron content with agro-morphological traits in segregating population of rice
    Rahul Singh, Anand Kumar, Mankesh Kumar, Sweta Sinha, Sareeta Nahakpam, Sunil Kumar, Shashikant, Satyendra, SP Singh
    Oryza-An International Journal on Rice.2024; 61(4): 283.     CrossRef
  • Genomic prediction and QTL analysis for grain Zn content and yield in Aus-derived rice populations
    Tapas Kumer Hore, C. H. Balachiranjeevi, Mary Ann Inabangan-Asilo, C. A. Deepak, Alvin D. Palanog, Jose E. Hernandez, Glenn B. Gregorio, Teresita U. Dalisay, Maria Genaleen Q. Diaz, Roberto Fritsche Neto, Md. Abdul Kader, Partha Sarathi Biswas, B. P. Mall
    Journal of Plant Biochemistry and Biotechnology.2024; 33(2): 216.     CrossRef
  • QTL mapping reveals different set of candidate genes governing stable and location specific QTLs enhancing zinc and iron content in rice
    Sonali Vijay Habde, Shravan Kumar Singh, Dhirendra Kumar Singh, Arun Kumar Singh, Rameswar Prasad Sah, Mounika Korada, Amrutlal R. Khaire, Prasanta Kumar Majhi, Uma Maheshwar Singh, Vikas Kumar Singh, Arvind Kumar
    Euphytica.2024;[Epub]     CrossRef
  • Deciphering the genetic basis of agronomic, yield, and nutritional traits in rice (Oryza sativa L.) using a saturated GBS-based SNP linkage map
    Mark Ian C. Calayugan, Tapas Kumer Hore, Alvin D. Palanog, Amery Amparado, Mary Ann Inabangan-Asilo, Gaurav Joshi, Balachiranjeevi Chintavaram, B. P. Mallikarjuna Swamy
    Scientific Reports.2024;[Epub]     CrossRef
  • Rice biofortification: breeding and genomic approaches for genetic enhancement of grain zinc and iron contents
    P. Senguttuvel, Padmavathi G, Jasmine C, Sanjeeva Rao D, Neeraja CN, Jaldhani V, Beulah P, Gobinath R, Aravind Kumar J, Sai Prasad SV, Subba Rao LV, Hariprasad AS, Sruthi K, Shivani D, Sundaram RM, Mahalingam Govindaraj
    Frontiers in Plant Science.2023;[Epub]     CrossRef
  • QTL Mapping of Mineral Element Contents in Rice Using Introgression Lines Derived from an Interspecific Cross
    Cheryl Adeva, Yeo-Tae Yun, Kyu-Chan Shim, Ngoc Ha Luong, Hyun-Sook Lee, Ju-Won Kang, Hyun-Jung Kim, Sang-Nag Ahn
    Agronomy.2022; 13(1): 76.     CrossRef
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High-Resolution Bin Maps Provide Insights for QTL Mapping of Yield-Related Traits with Milyang23/Gihobyeo Recombinant Inbred Lines
Ye-Ji Lee, Nam-In Hyung, Tae-Ho Kim
Plant Breed. Biotech. 2020;8(3):293-306.   Published online September 1, 2020
DOI: https://doi.org/10.9787/PBB.2020.8.3.293

High-throughput genotyping has substantially advanced the quality and accuracy of single nucleotide polymorphism (SNP) discovery and provided an effective way to interpret phenotypic variations in a mapping population. High-resolution quantitative trait locus (QTL) mapping is important for understanding agricultural traits. However, constructing a high-resolution map without sufficient markers to detect QTLs/genes of agronomically important traits is laborious and time consuming. In this study, 160 recom-binant inbred lines (RILs) derived from a cross between Milyang23 and Gihobyeo were re-sequenced, and their SNPs were used for high-resolution QTL mapping of yield-related traits. A total of 1,850,671 high-quality SNPs from RILs were detected, and 3,563 bins were used as genetic markers to construct a high-resolution genetic map using the sliding window approach. The total genetic distance was 1,278.62 cM. Using the QTL analysis, we identified 35 QTLs controlling six yield traits, namely, culm length, panicle length, panicle number per plant, primary branch number per panicle, grain number per plant, and 100-grain weight. In addition, we detected major QTLs associated with culm length and grain number, and compared their physical distances using a conventional genetic map. These results showed that rapid, high-resolution QTL mapping using high-quality SNPs as bin markers is a powerful tool for fine-mapping and cloning important QTLs/genes.

Citations

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  • Development of Molecular Markers for Flower Color Determination Based on Carotenoid Genes Using QTL Analysis in Chrysanthemum
    Ye-Ji Lee, So Youn Won, Jae-A Jung, Jung Sun Kim
    Korean Journal of Breeding Science.2025; 57(2): 91.     CrossRef
  • Fine-Mapping of a Major Quantitative Trait Locusq2ID1for Rice Stem Diameter
    Ye-Ji Lee, Yeisoo Yu, Hyeonso Ji, Gang-Sub Lee, Nam-In Hyung, Keunpyo Lee, Tae-Ho Kim
    Plant Breeding and Biotechnology.2021; 9(4): 298.     CrossRef
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Evaluation of SSR and SNP Markers for Molecular Breeding in Rice
Zennia Jean Gonzaga, Kashif Aslam, Endang M. Septiningsih, Bertrand C.Y. Collard
Plant Breed. Biotech. 2015;3(2):139-152.   Published online June 30, 2015
DOI: https://doi.org/10.9787/PBB.2015.3.2.139

Simple sequence repeats (SSRs) have been the marker of choice for rice molecular breeding due to the high level of polymorphism, technical simplicity and low cost. Recent advances in rice genomics have led to the discovery of abundant single nucleotide polymorphism (SNPs) which have enormous potential for rice molecular breeding. To assess both marker systems for molecular breeding in rice, SSR and SNP markers were evaluated on a set of 23 genotypes representing indica germplasm for their usefulness in molecular research and breeding program. Seven hundred SSR and sequence tagged sites (STS) markers and 384 SNPs were screened for polymorphism. Highly polymorphic markers based on polymorphic information content (PIC) values were identified, which will be useful for molecular breeding. Data was used to identify an “indica genotyping set” based on high level of polymorphism, chromosome position and marker quality which will provide kits of markers for marker assisted selection (MAS). Genetic diversity analysis using SSR data was more consistent with pedigrees compared to analysis with SNP data indicating that more than 384 SNPs are required when elite indica breeding material is used. The results also indicated that there were polymorphic “blind spots” for the fixed SNP set suggesting that SSRs could still be used to complement fixed-SNP genotyping platforms for some molecular breeding applications.

Citations

Citations to this article as recorded by  
  • Establishment and Polymorphism Analysis of SNP Markers in the Gynogenic Blunt Snout Bream
    Ping Wu, Yuhuan Wei, Siyao Weng, Mingguang Hu, Jiaxing Li, Wenxuan Tang, Lei Zhang, Qinbo Qin, Ting Yi, Wuhui Li, Min Tao, Chun Zhang, Qizhi Liu, Shaojun Liu
    Biology.2026; 15(2): 188.     CrossRef
  • Marker-assisted backcross breeding for introgression of white rust resistance in Indian mustard (Brassica juncea) cultivar
    Monika, Vijay Veer Singh, Anjana Goel, Ibandalin Mawlong, Bishal Gurung
    Physiological and Molecular Plant Pathology.2026; 145: 103314.     CrossRef
  • Whole-genome simple sequence repeat development and genetic diversity analysis of sponge gourd (Luffa cylindrica)
    Rongjing Cui, Zhu Wang, Li Jia, Yongmei Miao, Congsheng Yan, Ming Qian, Yingjie Shu, Kaijing Zhang
    PeerJ.2026; 14: e20934.     CrossRef
  • Genotyping of Commercial European Cannabis Seeds Based on Multiple Mapped Marker Loci: A Comparative Study of Drug and Hemp Varieties
    Marcello Borin, Francesco Scariolo, Maddalena Cappello Fusaro, Irene Lucchetta, Gio Batta Sacilotto, Marco Gazzola, Stefano Bona, Gianni Barcaccia
    Plants.2025; 14(19): 3050.     CrossRef
  • Genetic diversity and population structure of regional rice genotypes from Colombia’s Caribbean and pacific regions: differentiation and ancestry in relation to the 3000 Rice genomes project
    Jhon A. Berdugo-Cely, Jazmín V. Pérez-Pazos, Shirley P. Perez-Cantero, Jose G. Morales-Angulo, Jorge L. Romero-Ferrer
    Genetic Resources and Crop Evolution.2025; 72(8): 10001.     CrossRef
  • Construction of near-isogenic lines for studying the resistance mechanism of durable blast resistant variety
    K Y Nasution, N Mustaqimah, P Melati, A K Dewi, M Y Maryono, I Dwimahyani, Sobrizal
    IOP Conference Series: Earth and Environmental Science.2025; 1478(1): 012001.     CrossRef
  • Genetic factors underlying anaerobic germination in rice: Genome‐wide association study and transcriptomic analysis
    Ranjita Thapa, Rodante E. Tabien, Michael J. Thomson, Endang M. Septiningsih
    The Plant Genome.2024;[Epub]     CrossRef
  • SNP loci identification and KASP marker development system for genetic diversity, population structure, and fingerprinting in sweetpotato (Ipomoea batatas L.)
    Feiyang Yang, Tao Lang, Jingyu Wu, Cong Zhang, Huijuan Qu, Zhigang Pu, Fan Yang, Ma Yu, Junyan Feng
    BMC Genomics.2024;[Epub]     CrossRef
  • Comparative Genetic Diversity Assessment and Marker–Trait Association Using Two DNA Marker Systems in Rice (Oryza sativa L.)
    Mohammed I. Al-daej, Adel A. Rezk, Mohamed M. El-Malky, Tarek A. Shalaby, Mohamed Ismail
    Agronomy.2023; 13(2): 329.     CrossRef
  • Genetic Evaluation of In Vitro Micropropagated and Regenerated Plants of Cannabis sativa L. Using SSR Molecular Markers
    Kostas Ioannidis, Ioanna Tomprou, Vangelis Mitsis, Polyxeni Koropouli
    Plants.2022; 11(19): 2569.     CrossRef
  • GENETIC VARIABILITY AND DIVERSITY OF UPLAND RICE LANDRACES
    Suwansa CHUCHERT, Charassri NUALSRİ, Watcharin SOONSUWON
    Turkish Journal Of Field Crops.2022; 27(2): 175.     CrossRef
  • Developing and Testing Molecular Markers in Cannabis sativa (Hemp) for Their Use in Variety and Dioecy Assessments
    Marcello Borin, Fabio Palumbo, Alessandro Vannozzi, Francesco Scariolo, Gio Batta Sacilotto, Marco Gazzola, Gianni Barcaccia
    Plants.2021; 10(10): 2174.     CrossRef
  • Identification of a Diverse Core Set Panel of Rice From the East Coast Region of India Using SNP Markers
    Debjani Roy Choudhury, Ramesh Kumar, Vimala Devi S, Kuldeep Singh, N. K. Singh, Rakesh Singh
    Frontiers in Genetics.2021;[Epub]     CrossRef
  • Molecular genetic diversity and population structure analyses of rutabaga accessions from Nordic countries as revealed by single nucleotide polymorphism markers
    Zhiyu Yu, Rudolph Fredua-Agyeman, Sheau-Fang Hwang, Stephen E. Strelkov
    BMC Genomics.2021;[Epub]     CrossRef
  • Genetic diversity of selected pigmented traditional rice (Oryza sativa L.) varieties from Mindanao, Philippines using agromorphological traits and simple sequence repeats markers
    Mary Valerie G. Embate, Mark Ian C. Calayugan, Renerio P. Gentallan, Pompe C. Sta Cruz, Jose E. Hernandez, Teresita H. Borromeo
    Journal of Crop Science and Biotechnology.2021; 24(3): 259.     CrossRef
  • Development and application of microsatellite markers within transcription factors in flare tree peony (Paeonia rockii) based on next-generation and single-molecule long-read RNA-seq
    Na LIU, Fang-yun CHENG, Xin GUO, Yuan ZHONG
    Journal of Integrative Agriculture.2021; 20(7): 1832.     CrossRef
  • Genetic diversity, SNP-trait associations and genomic selection accuracy in a west African collection of Kersting’s groundnut [Macrotyloma geocarpum(Harms) Maréchal & Baudet]
    Félicien Akohoue, Enoch Gbenato Achigan-Dako, Clay Sneller, Allen Van Deynze, Julia Sibiya, Lewis Lukens
    PLOS ONE.2020; 15(6): e0234769.     CrossRef
  • Association mapping for yield traits in Paeonia rockii based on SSR markers within transcription factors of comparative transcriptome
    Na Liu, Fangyun Cheng
    BMC Plant Biology.2020;[Epub]     CrossRef
  • Identification of polymorphic SSR markers in elite genotypes of pearl millet and diversity analysis
    Sushil Kumar, Charles T. Hash, Govind Singh, Ramana Kumari Basava, Rakesh K. Srivastava
    Ecological Genetics and Genomics.2020; 14: 100051.     CrossRef
  • Detection of QTL for panicle architecture in $$hbox {F}_{2}$$ population of rice
    Rohini Bhat, Anil Kumar Singh, Romesh Kumar Salgotra, Manmohan Sharma, Muntazir Mushtaq, Sreshti Bagati, Sharmishta Hangloo, Amrinder Singh
    Journal of Genetics.2019;[Epub]     CrossRef
  • Genetic diversity of maize genotypes with variable resistance toStriga asiaticabased on SSR markers
    A.I.T. Shayanowako, H. Shimelis, M.D. Laing, L. Mwadzingeni
    Cereal Research Communications.2018; 46(4): 668.     CrossRef
  • A High-Density EST-SSR-Based Genetic Map and QTL Analysis of Dwarf Trait in Cucurbita pepo L.
    Chenggang Xiang, Ying Duan, Hongbo Li, Wei Ma, Sanwen Huang, Xiaolei Sui, Zhonghua Zhang, Changlin Wang
    International Journal of Molecular Sciences.2018; 19(10): 3140.     CrossRef
  • New Hypervariable SSR Markers for Diversity Analysis, Hybrid Purity Testing and Trait Mapping in Pigeonpea [Cajanus cajan (L.) Millspaugh]
    Abhishek Bohra, Rintu Jha, Gaurav Pandey, Prakash G. Patil, Rachit K. Saxena, Indra P. Singh, D. Singh, R. K. Mishra, Ankita Mishra, F. Singh, Rajeev K. Varshney, N. P. Singh
    Frontiers in Plant Science.2017;[Epub]     CrossRef
  • Comparison of transcriptome-derived simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers for genetic fingerprinting, diversity evaluation, and establishment of relationships in eggplants
    Pietro Gramazio, Jaime Prohens, Dionís Borràs, Mariola Plazas, Francisco Javier Herraiz, Santiago Vilanova
    Euphytica.2017;[Epub]     CrossRef
  • Rice molecular markers and genetic mapping: Current status and prospects
    Ghulam Shabir, Kashif Aslam, Abdul Rehman Khan, Muhammad Shahid, Hamid Manzoor, Sibgha Noreen, Mueen Alam Khan, Muhammad Baber, Muhammad Sabar, Shahid Masood Shah, Muhammad Arif
    Journal of Integrative Agriculture.2017; 16(9): 1879.     CrossRef
  • A method for genotyping elite breeding stocks of leaf chicory (Cichorium intybus L.) by assaying mapped microsatellite marker loci
    Andrea Ghedina, Giulio Galla, Thierry Cadalen, Jean-Louis Hilbert, Silvano Tiozzo Caenazzo, Gianni Barcaccia
    BMC Research Notes.2015;[Epub]     CrossRef
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  • 26 Crossref

Review Article

High-Throughput SNP Genotyping to Accelerate Crop Improvement
Michael J. Thomson
Plant Breed. Biotech. 2014;2(3):195-212.   Published online September 30, 2014
DOI: https://doi.org/10.9787/PBB.2014.2.3.195

Recent advances in next-generation sequencing (NGS) and single nucleotide polymorphism (SNP) genotyping promise to greatly accelerate crop improvement if properly deployed. High-throughput SNP genotyping offers a number of advantages over previous marker systems, including an abundance of markers, rapid processing of large populations, a variety of genotyping systems to meet different needs, and straightforward allele calling and database storage due to the bi-allelic nature of SNP markers. NGS technologies have enabled rapid whole genome sequencing, providing extensive SNP discovery pools to select informative markers for different sets of germplasm. Highly multiplexed fixed array platforms have enabled powerful approaches such as genome-wide association studies. On the other hand, routine deployment of trait-specific SNP markers requires flexible, low-cost systems for genotyping smaller numbers of SNPs across large breeding populations, using platforms such as Fluidigm’s Dynamic Arrays™, Douglas Scientific’s Array Tape™, and LGC’s automated systems for running KASP™ markers. At the same time, genotyping by sequencing (GBS) is rapidly becoming popular for low-cost high-density genome-wide scans through multiplexed sequencing. This review will discuss the range of options available to modern breeders for integrating SNP markers into their programs, whether by outsourcing to service providers or setting up in-house genotyping facilities, and will provide an example of SNP deployment for rice research and breeding as demonstrated by the Genotyping Services Lab at the International Rice Research Institute.

Citations

Citations to this article as recorded by  
  • An advanced genotyping tool to inspect grapevine variability: the Axiom®Vitis22K SNP array
    Laura Costantini, Diego Micheletti, Paola Bettinelli, Andrea Minio, Lorenzo Spina, Daniela Nicolini, Michela Troggio, Dario Cantù, Silvia Vezzulli, Luca Bianco
    Frontiers in Plant Science.2026;[Epub]     CrossRef
  • Genome-wide association study for root-related traits at vegetative growth stages of soybean (Glycine max L. Merrill)
    Giriraj Kumawat, Nisha Agrawal, Rishiraj Raghuvanshi, Harsha Shrivastava, Shreya Verma, Rucha Kavishwar, Subhash Chandra, Prince Choyal, Shivakumar Maranna, Vennampally Nataraj, Mrinal K. Kuchlan, Punam Kuchlan, Gyanesh Kumar Satpute, Milind B. Ratnaparkh
    BMC Genomics.2026;[Epub]     CrossRef
  • Development and application of a genotyping by target sequencing single-nucleotide polymorphism array panel in Salix suchowensis
    Yu Han, Shaobo Gu, Mingjia Zhu, Wei Liu, Landi Feng, Tongming Yin, Xuemeng Gao, Yanjun Zan, Rui Huang, Yan Ji, Jianquan Liu
    BMC Genomics.2026;[Epub]     CrossRef
  • Accelerating genetic gain through integrated genomic selection in crop plants
    Bandela Edukondalu, Nunavath Aswini, Amaresh, Gopalareddy Krishnappa, Buruka Soundharya, Gottimukkala Nikhitha, T. Lakshmi Pathy, Kasanaboina Krishna, Yadla Hari, Vinayaka
    Journal of Applied Genetics.2026; 67(2): 249.     CrossRef
  • Accelerating climate resilient agriculture through the integration of molecular breeding with genome editing and omics approaches
    Kndalem Yaregal Mersha, Meki Shehabu Muktar, Alemayehu Teressa Negawo, Mikias Wondimu Mulat, Fikru Mekonnen Abebe
    Discover Agriculture.2026;[Epub]     CrossRef
  • Identification of a novel stripe rust resistance locus in a Chinese wheat landrace by bulked segregant analysis of recombinant inbred lines combined with the 660 K SNP array
    Liuyang Shang, Suyu Li, Yuqin Li, Fang Wang, Shutao Chen, Kanghui Zeng, Yanling Hu, Yinghui Li, Zhenzhen Wei, Lianquan Zhang, Guoyue Chen, Bihua Wu, Bo Zhang, Dengcai Liu, Lihua Feng, Wenjie Chen, Lin Huang
    Euphytica.2026;[Epub]     CrossRef
  • Adoption of Multi-omics Approaches to Address Drought Stress Tolerance in Rice and Mitigation Strategies for Sustainable Production
    Nabarun Roy, Prasenjit Debnath, Hari Shankar Gaur
    Molecular Biotechnology.2026; 68(2): 422.     CrossRef
  • QTL-Seq and pyramiding of yield-related loci from wild rice (Oryza rufipogon Griff.) introgression lines under nutrient-deficient conditions
    Bright G. Adu, Aizelle Y. S. Argete, Fakhrul I. Monshi, Yoshihiro Ohmori, Akifumi Shimizu, Hiroaki Hayashi, Toru Fujiwara
    Molecular Breeding.2026;[Epub]     CrossRef
  • NGS-Based Development of SNP Barcodes for Variety Identification of ‘Alfaone’ in Alfalfa
    Chang-Woo Min, Bo Ram Choi, Yowook Song, Hyung Soo Park, Jun Gyeong Choi, Kang Yun Ju, Sang-Hoon Lee, Ki-Won Lee
    Journal of The Korean Society of Grassland and Forage Science.2026; 46(1): 38.     CrossRef
  • Genetic diversity, population structure in a historical panel of Brazilian soybean cultivars
    Adriel Carlos da Silva, Danielle C. Gregorio da Silva, Everton Geraldo Capote Ferreira, Ricardo V. Abdelnoor, Aluízio Borém, Carlos Arrabal Arias, Marcelo F. Oliveira, Marcio Elias F. de Oliveira, Francismar Corrêa Marcelino-Guimarães, Istvan Rajcan
    PLOS ONE.2025; 20(1): e0313151.     CrossRef
  • Development and validation of a Pacific Abalone (Haliotis discus hannai) custom 60K SNP array
    Jeong Woen Shin, Sangwon Yoon, Seung Hwan Lee, Jung-Youn Park, Jong-Won Park, Hyun-Chul Kim, Woo-Jin Kim, Young-Ok Kim, Dongwon Seo, Eun Soo Noh
    Aquaculture Reports.2025; 42: 102770.     CrossRef
  • Identification of QTLs for reproductive stage salinity tolerance in rice using a cross between CSR28 and BRRI dhan28
    Sejuti Mondal, Robert Vaughn, Endang M. Septiningsih, Rakesh K. Singh, Michael J. Thomson
    Crop Science.2025;[Epub]     CrossRef
  • Harnessing genomics for sustainable food systems with orphan crops
    Nikhil Malhotra
    Discover Agriculture.2025;[Epub]     CrossRef
  • Combining genotyping approaches improves resolution for association mapping: a case study in tropical maize under water stress conditions
    Fernanda Carla Ferreira de Pontes, Ingrid Pinheiro Machado, Maria Valnice de Souza Silveira, Antônio Lucas Aguiar Lobo, Felipe Sabadin, Roberto Fritsche-Neto, Júlio César DoVale
    Frontiers in Plant Science.2025;[Epub]     CrossRef
  • Genetic diversity in Syagrus coronata (Mart.) Becc. (Arecaceae) revealed low genetic differentiation
    Jackeline Terto, Marislane Carvalho Paz de Souza, Gleica Maria Correia Martins, Reginaldo Carvalho, Cícero Almeida
    Crop Breeding and Applied Biotechnology.2025;[Epub]     CrossRef
  • Genomic analysis association of tolerance to heat stress in subtropical Egyptian goats Raised in hot dry environment
    Adel M. Aboul-Naga, Alsamman M. Alsamman, Sherif Melak, Ahmed E. Nassar, Taha H. Abdelsabour, Layaly Gamal, Monica Adley, Mohmed H. Elshafie
    BMC Genomics.2025;[Epub]     CrossRef
  • Enhancing genomic prediction in Arabidopsis thaliana with optimized SNP subset by leveraging gene ontology priors and bin-based combinatorial optimization
    Qingfang Ba, Heng Zhou, Zheming Yuan, Zhijun Dai
    Frontiers in Bioinformatics.2025;[Epub]     CrossRef
  • Normalized cumulative gain as an alternative evaluation measure for genomic selection models
    Felix Heinrich, Thomas M. Lange, Faisal Ramzan, Mehmet Gültas, Armin O. Schmitt
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  • Polymorphisms in plastoquinol oxidase (PTOX) from Arabidopsis accessions indicate SNP-induced structural variants associated with altitude and rainfall
    Karine Leitão Lima Thiers, João Hermínio Martins da Silva, Geraldo Rodrigues Sartori, Clesivan Pereira dos Santos, Kátia Daniella da Cruz Saraiva, André Luiz Maia Roque, Birgit Arnholdt-Schmitt, José Hélio Costa
    Journal of Bioenergetics and Biomembranes.2019; 51(2): 151.     CrossRef
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    Journal of Plant Biotechnology.2019; 46(3): 165.     CrossRef
  • Profiling SNP and Nucleotide Diversity to Characterize Mekong Delta Rice Landraces in Southeast Asian Populations
    Nguyen Thanh Tam, Maria Stefanie Dwiyanti, Yohei Koide, Atsushi J. Nagano, Huynh Ky, Huynh Quang Tin, Nguyen Loc Hien, Le Viet Dung, Yuji Kishima
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  • Development and utilization of functional KASP markers to improve rice eating and cooking quality through MAS breeding
    Guili Yang, Siping Chen, Likai Chen, Weiwei Gao, Yuting Huang, Cuihong Huang, Danhua Zhou, Jiafeng Wang, Yongzhu Liu, Ming Huang, Wuming Xiao, Hui Wang, Tao Guo, Zhiqiang Chen
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  • Comparison of TaqMan, KASP and rhAmp SNP genotyping platforms in hexaploid wheat
    Habtamu Ayalew, Pak Wah Tsang, Chenggen Chu, Junzhou Wang, Shuyu Liu, Caifu Chen, Xue-Feng Ma, Guihua Bai
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  • Exploring the genetic diversity within traditional Philippine pigmented Rice
    Edwige Gaby Nkouaya Mbanjo, Huw Jones, Xavier Greg Isaguirre Caguiat, Socorro Carandang, John Carlos Ignacio, Marilyn Cruz Ferrer, Lesley Ann Boyd, Tobias Kretzschmar
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  • Evaluation of genotyping concordance for commercial bovine SNP arrays using quality‐assurance samples
    X.‐L. Wu, J. Xu, H. Li, R. Ferretti, J. He, J. Qiu, Q. Xiao, B. Simpson, T. Michell, S. D. Kachman, R. G. Tait, S. Bauck
    Animal Genetics.2019; 50(4): 367.     CrossRef
  • Genomic selection of juvenile height across a single-generational gap in Douglas-fir
    Frances R. Thistlethwaite, Blaise Ratcliffe, Jaroslav Klápště, Ilga Porth, Charles Chen, Michael U. Stoehr, Yousry A. El-Kassaby
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  • Computational Analysis of AmpSeq Data for Targeted, High-Throughput Genotyping of Amplicons
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    The Plant Journal.2019; 98(1): 142.     CrossRef
  • Genome-wide association studies in the genetic dissection of ovule number, seed number, and seed weight in Brassica napus L.
    Shahid Ullah Khan, Jiao Yangmiao, Sheng Liu, Kunpeng Zhang, Muhammad Hafeez Ullah Khan, Yungu Zhai, Amoo Olalekan, Chuchuan Fan, Yongming Zhou
    Industrial Crops and Products.2019; 142: 111877.     CrossRef
  • Identification of a new GmSACPD-C allele in high stearic acid mutant Hfa180 derived from gamma-ray irradiation
    Sang Hun Kim, Jaihyunk Ryu, Woon Ji Kim, Ryulyi Kang, Eunju Seo, Gyutae Kim, Si-Yong Kang, Jeong-Dong Lee, Bo-Keun Ha
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  • Red fluorescent protein (DsRed2), an ideal reporter for cotton genetic transformation and molecular breeding
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  • Development of HRM Markers Based on SNPs Identified from Next Generation Resequencing of Susceptible and Resistant Parents to Gummy Stem Blight in Watermelon
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  • Genetic Dissection and Simultaneous Improvement of Drought and Low Nitrogen Tolerances by Designed QTL Pyramiding in Rice
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  • Mapping and validation of a new QTL for adult-plant resistance to powdery mildew in Chinese elite bread wheat line Zhou8425B
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  • High-resolution genetic mapping of a novel brown planthopper resistance locus, Bph34 in Oryza sativa L. X Oryza nivara (Sharma & Shastry) derived interspecific F2 population
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  • DNA fingerprinting at farm level maps rice biodiversity across Bangladesh and reveals regional varietal preferences
    Tobias Kretzschmar, Edwige Gaby Nkouaya Mbanjo, Grace Angelique Magalit, Maria Stefanie Dwiyanti, Muhammad Ashraful Habib, Maria Genaleen Diaz, Jose Hernandez, Zenaida Huelgas, Maria Luz Malabayabas, Subrata Kumar Das, Takashi Yamano
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  • Evaluation and Recommendations for Routine Genotyping Using Skim Whole Genome Re-sequencing in Canola
    M. Michelle Malmberg, Denise M. Barbulescu, Michelle C. Drayton, Maiko Shinozuka, Preeti Thakur, Yvonne O. Ogaji, German C. Spangenberg, Hans D. Daetwyler, Noel O. I. Cogan
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    A. S. M. Faridul Islam, Matthew W. Blair
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  • Comparison of transcriptome-derived simple sequence repeat (SSR) and single nucleotide polymorphism (SNP) markers for genetic fingerprinting, diversity evaluation, and establishment of relationships in eggplants
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    Firdissa E. Bokore, Richard D. Cuthbert, Ron E. Knox, Harpinder S. Randhawa, Colin W. Hiebert, Ron M. DePauw, Asheesh K. Singh, Arti Singh, Andrew G. Sharpe, Amidou N’Diaye, Curtis J. Pozniak, Curt McCartney, Yuefeng Ruan, Samia Berraies, Brad Meyer, Cath
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  • Combination of newly developed SNP and InDel markers for genotyping the Cf-9 locus conferring disease resistance to leaf mold disease in the tomato
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  • Mapping QTLs using a novel source of salinity tolerance from Hasawi and their interaction with environments in rice
    M. Akhlasur Rahman, Isaac Kofi Bimpong, J. B. Bizimana, Evangeline D. Pascual, Marydee Arceta, B. P. Mallikarjuna Swamy, Faty Diaw, M. Sazzadur Rahman, R. K. Singh
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    Zennia Jean C. Gonzaga, Jerome Carandang, Anshuman Singh, Bertrand C.Y. Collard, Michael J. Thomson, Endang M. Septiningsih
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    Lori L. Hinze, Amanda M. Hulse-Kemp, Iain W. Wilson, Qian-Hao Zhu, Danny J. Llewellyn, Jen M. Taylor, Andrew Spriggs, David D. Fang, Mauricio Ulloa, John J. Burke, Marc Giband, Jean-Marc Lacape, Allen Van Deynze, Joshua A. Udall, Jodi A. Scheffler, Steve
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    Ian Paul Navea, Maria Stefanie Dwiyanti, Jonghwa Park, Backki Kim, Sangbum Lee, Xing Huang, Hee-Jong Koh, Joong Hyoun Chin
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    Finbarr Horgan, Thanga Srinivasan, Jagadish Bentur, Ram Kumar, K. Bhanu, Preetinder Sarao, Ho Chien, Maria Almazan, Carmencita Bernal, Angelee Ramal, Jedeliza Ferrater, Shou-Horng Huang
    Agronomy.2017; 7(4): 62.     CrossRef
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    Sima Taheri, Thohirah Lee Abdullah, Shri Mohan Jain, Mahbod Sahebi, Parisa Azizi
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  • An RNA Sequencing Transcriptome Analysis of Grasspea (Lathyrus sativus L.) and Development of SSR and KASP Markers
    Xiaopeng Hao, Tao Yang, Rong Liu, Jinguo Hu, Yang Yao, Marina Burlyaeva, Yan Wang, Guixing Ren, Hongyan Zhang, Dong Wang, Jianwu Chang, Xuxiao Zong
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    Thammineni Chakradhar, Vemuri Hindu, Palakolanu Sudhakar Reddy
    Genetica.2017; 145(6): 525.     CrossRef
  • Development of SNP markers using genotyping-by-sequencing for cultivar identification in rose (Rosa hybrida)
    Moon-Sun Heo, Koeun Han, Jin-Kyung Kwon, Byoung-Cheorl Kang
    Horticulture, Environment, and Biotechnology.2017; 58(3): 292.     CrossRef
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    Michael J. Thomson, Namrata Singh, Maria S. Dwiyanti, Diane R. Wang, Mark H. Wright, Francisco Agosto Perez, Genevieve DeClerck, Joong Hyoun Chin, Geraldine A. Malitic-Layaoen, Venice Margarette Juanillas, Christine J. Dilla-Ermita, Ramil Mauleon, Tobias
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    J. B. Bizimana, A. Luzi-Kihupi, Rosemary W. Murori, R. K. Singh
    Journal of Genetics.2017; 96(4): 571.     CrossRef
  • High Density Linkage Map Construction and QTL Detection for Three Silique-Related Traits in Orychophragmus violaceus Derived Brassica napus Population
    Yi Yang, Yusen Shen, Shunda Li, Xianhong Ge, Zaiyun Li
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    Journal of Plant Biotechnology.2017; 44(4): 349.     CrossRef
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    Satyvaldy Jatayev, Akhylbek Kurishbayev, Lyudmila Zotova, Gulmira Khasanova, Dauren Serikbay, Askar Zhubatkanov, Makpal Botayeva, Aibek Zhumalin, Arysgul Turbekova, Kathleen Soole, Peter Langridge, Yuri Shavrukov
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    Awais Rasheed, Yuanfeng Hao, Xianchun Xia, Awais Khan, Yunbi Xu, Rajeev K. Varshney, Zhonghu He
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    Rice Science.2017; 24(6): 336.     CrossRef
  • Association mapping reveals loci associated with multiple traits that affect grain yield and adaptation in soft winter wheat
    Dennis N. Lozada, R. Esten Mason, Md Ali Babar, Brett F. Carver, Gina-Brown Guedira, Keith Merrill, Maria Nelly Arguello, Andrea Acuna, Lucas Vieira, Amanda Holder, Christopher Addison, David E. Moon, Randal G. Miller, Susanne Dreisigacker
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    Jinsu Gil, Yurry Um, Serim Kim, Ok Kim, Sung Koo, Chinreddy Reddy, Seong-Cheol Kim, Chang Hong, Sin-Gi Park, Ho Kim, Dong Lee, Byung-Hoon Jeong, Jong-Wook Chung, Yi Lee
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    Na Zhang, Xiaoli Fan, Fa Cui, Chunhua Zhao, Wei Zhang, Xueqiang Zhao, Lijuan Yang, Ruiqing Pan, Mei Chen, Jie Han, Jun Ji, Dongcheng Liu, Zongwu Zhao, Yiping Tong, Aimin Zhang, Tao Wang, Junming Li
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  • Identification of QTLs for yield and agronomic traits in rice under stagnant flooding conditions
    Anshuman Singh, Jerome Carandang, Zennia Jean C. Gonzaga, Bertrand C. Y. Collard, Abdelbagi M. Ismail, Endang M. Septiningsih
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    Mark O. Winfield, Alexandra M. Allen, Amanda J. Burridge, Gary L. A. Barker, Harriet R. Benbow, Paul A. Wilkinson, Jane Coghill, Christy Waterfall, Alessandro Davassi, Geoff Scopes, Ali Pirani, Teresa Webster, Fiona Brew, Claire Bloor, Julie King, Claire
    Plant Biotechnology Journal.2016; 14(5): 1195.     CrossRef
  • Emerging Genomic Tools for Legume Breeding: Current Status and Future Prospects
    Manish K. Pandey, Manish Roorkiwal, Vikas K. Singh, Abirami Ramalingam, Himabindu Kudapa, Mahendar Thudi, Anu Chitikineni, Abhishek Rathore, Rajeev K. Varshney
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  • Genetic diversity analysis of Pakistan rice (Oryza sativa) germplasm using multiplexed single nucleotide polymorphism markers
    Shahid Masood Shah, Muhammad Arif, Kashif Aslam, Ghulam Shabir, Michael J. Thomson
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  • SNP-based analysis of genetic diversity reveals important alleles associated with seed size in rice
    Weijie Tang, Tingting Wu, Jian Ye, Juan Sun, Yue Jiang, Jun Yu, Jianpeng Tang, Gaoming Chen, Chunming Wang, Jianmin Wan
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  • Identification of an SNP variation of elite tomato (Solanum lycopersicum L.) lines using genome resequencing analysis
    Yu Jin Jung, Ill Sup Nou, Yong Gu Cho, Myong Kwon Kim, Hoy-Taek Kim, Kwon Kyoo Kang
    Horticulture, Environment, and Biotechnology.2016; 57(2): 173.     CrossRef
  • Development and validation of KASP assays for genes underpinning key economic traits in bread wheat
    Awais Rasheed, Weie Wen, Fengmei Gao, Shengnan Zhai, Hui Jin, Jindong Liu, Qi Guo, Yingjun Zhang, Susanne Dreisigacker, Xianchun Xia, Zhonghu He
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  • Genome-wide prediction models that incorporate de novo GWAS are a powerful new tool for tropical rice improvement
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  • Exploiting the Repetitive Fraction of the Wheat Genome for High‐Throughput Single‐Nucleotide Polymorphism Discovery and Genotyping
    Nelly Cubizolles, Elodie Rey, Frédéric Choulet, Hélène Rimbert, Christel Laugier, François Balfourier, Jacques Bordes, Charles Poncet, Peter Jack, Chris James, Jan Gielen, Odile Argillier, Jean‐Pierre Jaubertie, Jérôme Auzanneau, Antje Rohde, Pieter B.F.
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  • Performance of genomic prediction within and across generations in maritime pine
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  • A next-generation marker genotyping platform (AmpSeq) in heterozygous crops: a case study for marker-assisted selection in grapevine
    Shanshan Yang, Jonathan Fresnedo-Ramírez, Minghui Wang, Linda Cote, Peter Schweitzer, Paola Barba, Elizabeth M Takacs, Matthew Clark, James Luby, David C Manns, Gavin Sacks, Anna Katharine Mansfield, Jason Londo, Anne Fennell, David Gadoury, Bruce Reisch,
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    Sung-Ryul Kim, Joie Ramos, Motoyuki Ashikari, Parminder S. Virk, Edgar A. Torres, Eero Nissila, Sherry Lou Hechanova, Ramil Mauleon, Kshirod K. Jena
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    Zennia Jean C. Gonzaga, Jerome Carandang, Darlene L. Sanchez, David J. Mackill, Endang M. Septiningsih
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  • Current advances and prospectus of viral resistance in horticultural crops
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  • Identification and Validation of SNP Markers Linked to the Stripe Rust Resistance Gene Yr5 in Wheat
    Yukiko Naruoka, Kaori Ando, Peter Bulli, Kebede T. Muleta, Sheri Rynearson, Michael O. Pumphrey
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  • Characterization of Three Indica Rice Multiparent Advanced Generation Intercross (MAGIC) Populations for Quantitative Trait Loci Identification
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  • Development of SNP-based assays for disease resistance and fruit quality traits in apple (Malus × domestica Borkh.) and validation in breeding pilot studies
    Isabelle O. Baumgartner, Markus Kellerhals, Fabrizio Costa, Luca Dondini, Giulia Pagliarani, Roberto Gregori, Stefano Tartarini, Lucie Leumann, François Laurens, Andrea Patocchi
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  • Association mapping of leaf traits in spinach (Spinacia oleracea L.)
    Jianbing Ma, Ainong Shi, Beiquan Mou, Michael Evans, John R. Clark, Dennis Motes, Jim C. Correll, Haizheng Xiong, Jun Qin, Jessica Chitwood, Yuejin Weng, M. Havey
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  • An ultra-high density linkage map and QTL mapping for sex and growth-related traits of common carp (Cyprinus carpio)
    Wenzhu Peng, Jian Xu, Yan Zhang, Jianxin Feng, Chuanju Dong, Likun Jiang, Jingyan Feng, Baohua Chen, Yiwen Gong, Lin Chen, Peng Xu
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Research Article
A Rapid and Simple Genotyping Method for Various Plants by Direct-PCR
Hyunsik Hwang, Shin-Chul Bae, Seungbum Lee, Yeon-Hee Lee, Ancheol Chang
Plant Breed. Biotech. 2013;1(3):290-297.   Published online September 30, 2013
DOI: https://doi.org/10.9787/PBB.2013.1.3.290

Conventional PCR requires purified DNA molecules as templates. Purification of DNA molecules from a large number of samples is laborious, costly and time-consuming. Therefore, various direct-PCR methods using tissues directly employed as templates have been developed. Using direct-PCR, one can deal with large number of plant samples far more rapidly and efficiently. However, conditions and methods of direct-PCR vary for different plant samples. This is why applications of direct-PCR technology to plant science have been limited. In this study, we have established the appropriate condition for effectively lysing various plant cells and developed the plant cell lysis buffer named ‘Alkaline PEG lysis buffer’ for the direct-PCR. The direct-PCR technology using a newly developed Alkaline PEG lysis buffer successfully amplified different targeted endogenous genes in seven different plant species. This technology is expected to be very useful and effective tool in plant breeding dealing with large number of plants for the selection of targeted traits, markers and pedigrees.

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