Scientific Reports · 2021 · 45 citations · 62 references
Life SciencesGeneticsPlant SciencesGenomicsPlant GeneticsPlant GenomicsCrop GenomicsMolecular Markers In PlantsFunctional AnnotationGenomic RepeatsInter Simple Sequence Repeat MarkersMicrosatellite Marker AnalysisMicrosatellite Marker DevelopmentMicrosatellite Marker DiscoveryMicrosatellite MarkersRepeat Motifs
Little millet is a climate-resilient and high-nutrient value plant. The lack of molecular markers severely limits the adoption of modern genomic approaches in millet breeding studies. Here the transcriptome of three samples were sequenced. A total of 4443 genic-SSR motifs were identified in 30,220 unigene sequences. SSRs were found at a rate of 12.25 percent, with an average of one SSR locus per 10 kb. Among different repeat motifs, tri-nucleotide repeat (66.67) was the most abundant one, followed by di- (27.39P), and tetra- (3.83P) repeats. CDS contained fewer motifs with the majority of tri-nucleotides, while 3' and 5' UTR carry more motifs but have shorter repeats. Functional annotation of unigenes containing microsatellites, revealed that most of them were linked to metabolism, gene expression regulation, and response to environmental stresses. Fifty primers were randomly chosen and validated in five little millet and 20 minor millet genotypes; 48% showed polymorphism, with a high transferability (70%) rate. Identified microsatellites can be a noteworthy resource for future research into QTL-based breeding, genetic resource conservation, MAS selection, and evolutionary genetics.
62
R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
BUSCO: assessing genome assembly and annotation completeness with single-copy orthologs
Felipe A. Simão, Robert M. Waterhouse, Panagiotis Ioannidis et al. · Bioinformatics · 2015 · 14.5K citations · Full text
CD-HIT: accelerated for clustering the next-generation sequencing data
LiMin Fu, Beifang Niu, Zhengwei Zhu et al. · Bioinformatics · 2012 · 11.8K citations · Full text
Life Sciences, Bioinformatics, High-performance Computing +12