Grain Fe and Zn Contents Linked SSR Markers Based Genetic Diversity Reveal Perspective for Marker Assisted Biofortification Breeding in Rice
Qasim Saleem RazaiD, Awais RiaziD, Hira Saher, Ayesha BibiiD, Mohsin Ali RazaiD, Syed Sultan AliiD, Muhammad Sabar
Abstract
Rice is critical for sustainable food and nutritional security; however, nominal micronutrient quantities in grains aggravate malnutrition in rice-eating poor populations. Here, we assessed genetic diversity in grain iron (Fe) and zinc (Zn) contents using trait-linked simple sequence repeat (SSR) markers in 56 fine and coarse grain rice accessions of different geographical origin. Aromatic fine gain accessions contained relatively higher Fe and Zn contents in brown rice (BR) than coarse grain accessions. Genotyping with 24 SSR markers identified 21 polymorphic markers, among which seventeen demonstrated higher gene diversity and polymorphism information content (PIC) values, strongly indicating that markers used in current research were moderate to highly informative for evaluating genetic diversity. Population structure, principal coordinate and phylogenetic analyses classified studied rice accessions into two fine grain specific and one fine and coarse grain admixture subpopulations. Single marker analysis recognized four ZnBR and single FeBR significant marker-trait associations (MTAs), contributing 15.41-39.72% in total observed phenotypic variance. Furthermore, high grain Fe and Zn contents linked marker alleles from significant MTAs were also identified. Collectively, these results indicate availability of wide genetic diversity in rice germplasm and perspective for marker-assisted biofortification breeding.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 32
- FWCI
- 2.20
- Field percentile
- top 12%
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Genome-wide association study of grain iron and zinc concentrations in a diverse CIMMYT wheat panel across contrasting moisture environments
Kai Yuan, Yi Dai, … Velu Govindan·bioRxiv·Aug 6, 2026
- A two-gene strategy increases the iron and zinc concentration of wheat flour and improves mineral bioaccesibility for human nutrition.
S. A. Harrington, J. M. Connorton, … J. Balk·bioRxiv·Feb 15, 2022
- Evaluation of rice wild relatives as a source of traits for adaptation to iron toxicity and enhanced grain quality
B. Bierschenk, M. Tagele, … M. Frei·bioRxiv·Sep 16, 2019
- Quantify the requirements to achieve grain Zn biofortification of high-yield wheat on calcareous soils
- Nutritional and genetic variations within foxtail millet (Setaria italica) landraces collected from indigenous communities across the Philippines
N. C. EREFUL, J. A. O. Reyes, … E. F. Delfin·bioRxiv·May 22, 2023
- Unveiling the transcriptome complexity of the High- and Low- Zinc & Iron accumulating Indian wheat (Triticum aestivum L.) cultivars
Vinod Kumar Mishra, Saurabh Kumar Gupta, … Pritish Kumar Varadwaj·bioRxiv·Feb 2, 2019