Research graph
References from Construction and preliminary characterization of an early generation multi-parent sorghum bicolor population for climate-adaptive breeding. Local targets link to admitted publications; unresolved targets remain external evidence.
Enhancements to the ADMIXTURE algorithm for individual ancestry estimation
10.1186/1471-2105-12-246 · 2011 · External reference
The Dawn of the Age of Multi-Parent MAGIC Populations in Plant Breeding: Novel Powerful Next-Generation Resources for Genetic Analysis and Selection of Recombinant Elite Material
10.3390/biology9080229 · 2020 · External reference
Bin-based genome-wide association studies reveal superior alleles for improvement of appearance quality using a 4-way MAGIC population in rice
10.1016/j.jare.2020.08.001 · 2021 · External reference
Multi-parent advanced generation inter-cross (MAGIC) populations in rice: progress and potential for genetics research and breeding
10.1186/1939-8433-6-11 · 2013 · External reference
Genetic loci associated with sorghum drought tolerance in multiple environments and their sensitivity to environmental covariables. TAG. Theoretical and Applied Genetics
10.1007/s00122-024-04761-3 · 2024 · External reference
Flowering time regulation in crops—what did we learn from Arabidopsis?
10.1016/j.copbio.2014.11.023 · 2015 · External reference
Construction of a genetic linkage map in man using restriction fragment length polymorphisms
1980 · External reference
TASSEL: software for association mapping of complex traits in diverse samples
10.1093/bioinformatics/btm308 · 2007 · External reference
From mutations to MAGIC: resources for gene discovery, validation and delivery in crop plants
10.1016/j.pbi.2008.01.002 · 2008 · External reference
10.1146/annurev-arplant-080620-024221
10.1146/annurev-arplant-080620-024221 · 2021 · External reference
Group, 1000 Genomes Project Analysis. (2011). The variant call format and VCFtools
10.1093/bioinformatics/btr330 · External reference
Genetic properties of the MAGIC maize population: a new platform for high definition QTL mapping in Zea mays
10.1186/s13059-015-0716-z · 2015 · External reference
The role of cryptochrome 2 in flowering in Arabidopsis
10.1104/pp.103.029819 · 2003 · External reference
Structure of linkage disequilibrium in plants
10.1146/annurev.arplant.54.031902.134907 · 2003 · External reference
Unresolved reference
External reference
Phytozome: a comparative platform for green plant genomics
10.1093/nar/gkr944 · 2012 · External reference
hierfstat, a package for r to compute and test hierarchical F-statistics
10.1111/j.1471-8286.2004.00828.x · 2005 · External reference
Unresolved reference
2018 · External reference
Transversions have larger regulatory effects than transitions
10.1186/s12864-017-3785-4 · 2017 · External reference
Regulation of Flowering Time by Arabidopsis Photoreceptors
10.1126/science.279.5355.1360 · 1998 · External reference
Linkage disequilibrium and association studies in higher plants: Present status and future prospects
10.1007/s11103-005-0257-z · 2005 · External reference
adegenet: a R package for the multivariate analysis of genetic markers
10.1093/bioinformatics/btn129 · 2008 · External reference
Discriminant analysis of principal components: a new method for the analysis of genetically structured populations
10.1186/1471-2156-11-94 · 2010 · External reference
Editorial: Recent Advances in Flowering Time Control. Frontiers in Plant Science
10.3389/fpls.2016.02011 · 2017 · External reference
Poppr: an R package for genetic analysis of populations with clonal, partially clonal, and/or sexual reproduction
10.7717/peerj.281 · 2014 · External reference
Unresolved reference
2012 · External reference
Genome-wide association study reveals that different pathways contribute to grain quality variation in sorghum (Sorghum bicolor)
2020 · External reference
10.3390/genes11091026
10.3390/genes11091026 · 2020 · External reference
Development and characterization of a sorghum multi-parent advanced generation intercross (MAGIC) population for capturing diversity among seed parent gene pool. G3 Genes|Genomes|Genetics
10.1093/g3journal/jkad037 · 2023 · External reference
The bZIP3-AS1 complex promotes CONSTANS-induced FLOWERING LOCUS T activation in a daylength-dependent manner
10.1111/jipb.70014 · 2025 · External reference
Interactive Tree of Life (iTOL) v6: recent updates to the phylogenetic tree display and annotation tool
10.1093/nar/gkae268 · 2024 · External reference
The NAC transcription factors play core roles in flowering and ripening fundamental to fruit yield and quality
10.3389/fpls.2023.1095967 · 2023 · External reference
Iterative Usage of Fixed and Random Effect Models for Powerful and Efficient Genome-Wide Association Studies
10.1371/journal.pgen.1005767 · 2016 · External reference
Whole-genome sequencing reveals untapped genetic potential in Africa’s indigenous cereal crop sorghum
10.1038/ncomms3320 · 2013 · External reference
10.1534/g3.114.012963
10.1534/g3.114.012963 · 2014 · External reference
Genes and pathways determining flowering time variation in temperate-adapted sorghum
10.1111/tpj.70250 · 2025 · External reference
The Sorghum bicolor reference genome: improved assembly, gene annotations, a transcriptome atlas, and signatures of genome organization
10.1111/tpj.13781 · 2018 · External reference
Characterization of Three Indica Rice Multiparent Advanced Generation Intercross (MAGIC) Populations for Quantitative Trait Loci Identification
10.3835/plantgenome2015.10.0109 · 2016 · External reference
QTL mapping for agronomic traits using multi-parent advanced generation inter-cross (MAGIC) populations derived from diverse elite indica rice lines
10.1016/j.fcr.2016.02.004 · 2016 · External reference
10.3389/fpls.2025.1629615
10.3389/fpls.2025.1629615 · 2025 · External reference
Genetic Diversity and Population Structure of Sorghum (Sorghum bicolor (L.) Moench) Landraces Using DArTseq-Derived Single-Nucleotide Polymorphism (SNP) Markers
10.1007/s00239-023-10108-1 · 2023 · External reference
10.7312/nei-92038
10.7312/nei-92038 · 1987 · External reference
Genetic Distance between Populations
10.1086/282771 · 1972 · External reference
AUXIN RESPONSE FACTOR 2 (ARF2): a pleiotropic developmental regulator
10.1111/j.1365-313x.2005.02426.x · 2005 · External reference
10.1534/g3.117.300248
10.1534/g3.117.300248 · 2018 · External reference
APE: Analyses of Phylogenetics and Evolution in R language
10.1093/bioinformatics/btg412 · 2004 · External reference
tidygraph: A Tidy API for Graph Manipulation (version 1.3.1.9000
2025 · External reference
Principal components analysis corrects for stratification in genome-wide association studies
10.1038/ng1847 · 2006 · External reference
Unresolved reference
External reference
RWP-RK domain-containing transcription factors in the Viridiplantae: biology and phylogenetic relationships
10.1093/jxb/erac229 · 2022 · External reference
Multi-parent advanced generation inter-cross in barley : high-resolution quantitative trait locus mapping for flowering time as a proof of concept
10.1007/s11032-015-0284-7 · 2015 · External reference
Multi-parent advanced generation inter-cross in barley: high-resolution quantitative trait locus mapping for flowering time as a proof of concept
10.1007/s11032-015-0284-7 · 2015 · External reference
Multi-parent populations in crops: a toolbox integrating genomics and genetic mapping with breeding
10.1038/s41437-020-0336-6 · 2020 · External reference
Usefulness of a Multiparent Advanced Generation Intercross Population With a Greatly Reduced Mating Design for Genetic Studies in Winter Wheat. Frontiers in Plant Science
10.3389/fpls.2018.01825 · 2018 · External reference
10.3390/cimb46010027
10.3390/cimb46010027 · 2024 · External reference
Unresolved reference
2024 · External reference
Genome properties and prospects of genomic prediction of hybrid performance in a breeding program of maize
10.1534/genetics.114.165860 · 2014 · External reference
Unresolved reference
2022 · External reference
Multi-locus genome-wide association study for grain yield and drought tolerance indices in sorghum accessions
10.1002/tpg2.20505 · 2024 · External reference
Efficient Methods to Compute Genomic Predictions
10.3168/jds.2007-0980 · 2008 · External reference
ANNOVAR: functional annotation of genetic variants from high-throughput sequencing data
10.1093/nar/gkq603 · 2010 · External reference
Welcome to the Tidyverse
10.21105/joss.01686 · 2019 · External reference
Genetic diversity, population structure, and selection signature in Ethiopian sorghum [Sorghum bicolor L. (Moench)] germplasm. G3 Genes|Genomes|Genetics
10.1093/g3journal/jkab087 · 2021 · External reference
Unresolved reference
1968 · External reference
Crafting for a better MAGIC: systematic design and test for Multiparental Advanced Generation Inter-Cross population
10.1093/g3journal/jkab295 · 2021 · External reference
rMVP: A Memory-efficient, Visualization-enhanced, and Parallel-accelerated Tool for Genome-wide Association Study
10.1016/j.gpb.2020.10.007 · 2021 · External reference
Exploring genetic architecture of grain yield and quality traits in a 16-way indica by japonica rice MAGIC global population
10.1038/s41598-019-55357-7 · 2019 · External reference
CRY2 interacts with CIS1 to regulate thermosensory flowering via FLM alternative splicing
10.1038/s41467-022-34886-2 · 2022 · External reference
