ArticleBMC genomics2014
Flexible and scalable genotyping-by-sequencing strategies for population studies.
Article in BMC genomics, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it, 57 citations in OpenAlex.
- Genetic bases of resistance to the rice hoja blanca disease deciphered by a quantitative trait locus approach.G3 (Bethesda, Md.) · 2023Pooled it
- The evaluation of different combinations of enzyme set, aligner and caller in GBS sequencing of soybean.Plant methods · 2025Article
- Scaling-up RADseq methods for large datasets of non-invasive samples: Lessons for library construction and data preprocessing.Molecular ecology resources · 2025Article
- Fast and accurate imputation of genotypes from noisy low-coverage sequencing data in bi-parental populations.PloS one · 2025Article
- Genotyping-by-sequencing informs conservation of Andean palms sources of non-timber forest products.Evolutionary applications · 2024Article
- Genetic diversity and population structure analysis of 418 tomato cultivars based on single nucleotide polymorphism markers.Frontiers in plant science · 2024Article
- Genotyping-by-Sequencing Strategy for Integrating Genomic Structure, Diversity and Performance of Various Japanese Quail (Animals : an open access journal from MDPI · 2023Article
- Construction of SNP fingerprint and population genetic analysis of honeysuckle germplasm resources in China.Frontiers in plant science · 2023Article
- Population dynamics linked to glacial cycles inEvolutionary applications · 2021Article
- Development of GBTS and KASP Panels for Genetic Diversity, Population Structure, and Fingerprinting of a Large Collection of Broccoli (Frontiers in plant science · 2021Article
- Translocation of a parthenogenesis gene candidate to an alternate carrier chromosome in apomictic Brachiaria humidicola.BMC genomics · 2019Article
- Discovery of Anthocyanin Acyltransferase1 (AAT1) in Maize Using Genotyping-by-Sequencing (GBS).G3 (Bethesda, Md.) · 2018Article
- Accurate Genotype Imputation in Multiparental Populations from Low-Coverage Sequence.Genetics · 2018Article
- Double-digest RADseq loci using standard Illumina indexes improve deep and shallow phylogenetic resolution ofEcology and evolution · 2018Article
- Article
- Mining sequence variations in representative polyploid sugarcane germplasm accessions.BMC genomics · 2017Article
- Constructing linkage maps in the genomics era with MapDisto 2.0.Bioinformatics (Oxford, England) · 2017Article
- Phased Genotyping-by-Sequencing Enhances Analysis of Genetic Diversity and Reveals Divergent Copy Number Variants in Maize.G3 (Bethesda, Md.) · 2017Article
- Genetic Architecture of a Rice Nested Association Mapping Population.G3 (Bethesda, Md.) · 2017Article
- Adapting Genotyping-by-Sequencing for Rice F2 Populations.G3 (Bethesda, Md.) · 2017Article
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundMany areas critical to agricultural production and research, such as the breeding and trait mapping in plants and livestock, require robust and scalable genotyping platforms. Genotyping-by-sequencing (GBS) is a one such method highly suited to non-human organisms. In the GBS protocol, genomic DNA is fractionated via restriction digest, then reduced representation is achieved through size selection. Since many restriction sites are conserved across a species, the sequenced portion of the genome is highly consistent within a population. This makes the GBS protocol highly suited for experiments that require surveying large numbers of markers within a population, such as those involving genetic mapping, breeding, and population genomics. We have modified the GBS technology in a number of ways. Custom, enzyme specific adaptors have been replaced with standard Illumina adaptors compatible with blunt-end restriction enzymes. Multiplexing is achieved through a dual barcoding system, and bead-based library preparation protocols allows for in-solution size selection and eliminates the need for columns and gels.
resultsA panel of eight restriction enzymes was selected for testing on B73 maize and Nipponbare rice genomic DNA. Quality of the data was demonstrated by identifying that the vast majority of reads from each enzyme aligned to restriction sites predicted in silico. The link between enzyme parameters and experimental outcome was demonstrated by showing that the sequenced portion of the genome was adaptable by selecting enzymes based on motif length, complexity, and methylation sensitivity. The utility of the new GBS protocol was demonstrated by correctly mapping several in a maize F2 population resulting from a B73×Country Gentleman test cross.
conclusionsThis technology is readily adaptable to different genomes, highly amenable to multiplexing and compatible with over forty commercially available restriction enzymes. These advancements represent a major improvement in genotyping technology by providing a highly flexible and scalable GBS that is readily implemented for studies on genome-wide variation.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.