Low-Density Reference Fingerprinting SNP Dataset of CIMMYT Maize Lines for Quality Control and Genetic Diversity Analyses
Authors:
- Jingtao QuJQJingtao Qu
- Alberto A. Chassaigne-RicciulliACAlberto A. Chassaigne-Ricciulli
- Fengling FuFFFengling Fu
- Haoqiang YuHYHaoqiang Yu
- Kate DreherKDKate Dreher
- Sudha K. NairSNSudha K. Nair
- Manje GowdaManje Gowda
- Yoseph BeyeneYBYoseph Beyene
- Dan MakumbiDMDan Makumbi
- Thanda DhliwayoTDThanda Dhliwayo
- Felix San VicenteFVFelix San Vicente
- Michael OlsenMOMichael Olsen
Open Access
Abstract
CIMMYT maize lines (CMLs), which represent the tropical maize germplasm, are freely available worldwide. All currently released 615 CMLs and fourteen temperate maize inbred lines were genotyped with 180 kompetitive allele-specific PCR single nucleotide polymorphisms to develop a reference fingerprinting SNP dataset that can be used to perform quality control (QC) and genetic diversity analyses. The QC analysis identified 25 CMLs with purity, identity, or mislabeling issues. Further field observation, purification, and re-genotyping of these CMLs are required. The reference fingerprinting SNP dataset was developed for all of the currently released CMLs with 152 high-quality SNPs. The results of principal component analysis and average genetic distances between subgroups showed a clear genetic divergence between temperate and tropical maize, whereas the three tropical subgroups partially overlapped with one another. More than 99% of the pairs of CMLs had genetic distances greater than 0.30, showing their high genetic diversity, and most CMLs are distantly related. The heterotic patterns, estimated with the molecular markers, are consistent with those estimated using pedigree information in two major maize breeding programs at CIMMYT. These research findings are helpful for ensuring the regeneration and distribution of the true CMLs, via QC analysis, and for facilitating the effective utilization of the CMLs, globally.Keywords
Funding Information
- Bill & Melinda Gates Foundation (B&MGF) (INV-003439, 2022YFH0067)
- U.S. Agency for International Development (USAID) (INV-003439, 2022YFH0067)
- Foundation for Agricultural Research (FFAR) (INV-003439, 2022YFH0067)
- Sichuan Science and Technology Program (INV-003439, 2022YFH0067)
- China Scholarship Council (INV-003439, 2022YFH0067)
This publication has 42 references indexed in Scilit:
- Validation of the effects of molecular marker polymorphisms in LcyE and CrtRB1 on provitamin A concentrations for 26 tropical maize populationsTheoretical and Applied Genetics, 2012
- Maize HapMap2 identifies extant variation from a genome in fluxNature Genetics, 2012
- A Large Maize (Zea mays L.) SNP Genotyping Array: Development and Germplasm Genotyping, and Genetic Mapping to Compare with the B73 Reference GenomePLOS ONE, 2011
- Comparative SNP and Haplotype Analysis Reveals a Higher Genetic Diversity and Rapider LD Decay in Tropical than Temperate Germplasm in MaizePLOS ONE, 2011
- A Robust, Simple Genotyping-by-Sequencing (GBS) Approach for High Diversity SpeciesPLOS ONE, 2011
- agriGO: a GO analysis toolkit for the agricultural communityNucleic Acids Research, 2010
- Toward a Cost‐Effective Fingerprinting Methodology to Distinguish Maize Open‐Pollinated VarietiesCrop Science, 2010
- TASSEL: software for association mapping of complex traits in diverse samplesBioinformatics, 2007
- Mining for Single Nucleotide Polymorphisms and Insertions/Deletions in Maize Expressed Sequence Tag DataPlant Physiology, 2003
- Basic local alignment search toolJournal of Molecular Biology, 1990