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. 2019 Dec 20;9:19605. doi: 10.1038/s41598-019-55357-7

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© The Author(s) 2019

Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.

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(i) Manhattan plots showing associated significant SNP markers for (a) grain zinc, (b) grain iron and (c) grain yield. X-axis shows chromosome number and Y-axis shows −log₁₀(p). The horizontal line indicates threshold p-value at significant level (p < 0.0001). (ii) multi-parent interval mapping showing significant QTLs for (a) grain zinc on chromosome 7, (b) grain iron on chromosome 6 and (c) grain yield on chromosome 3. Light green colour indicates confident intervals of QTL regions.