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. 2022 Mar 14;12:787767. doi: 10.3389/fgene.2021.787767

TABLE 4.

QTL associated by GWA with grain arsenic concentration (qAs) in the Rice Minicore Panel (RMC) arranged in chromosomal order. Overlaps with QTL for other traits within this study, and candidate genes are also noted. Panels for which QTL are listed include “all RMC” containing all RMC accessions, indica subspecies, japonica subspecies, IND subgroup, and AUS subgroup.

QTL Chr Start of QTL region (bp) a End of QTL region (bp) a QTL size (Mb) Peak SNP location (bp) a Panel QTL peak details from b −log10(p) Effect of most common allele c Most common allele Alter-nate allele Nu. acc. with common allele Nu. acc. with alt. allele % panel having alt. allele QTL overlaps among traits in this study Co-location with QTL reported in literature Candidate gene RAP ID d Candidate gene symbol(s) or name(s) e
qAs1-1 1 1,34,61,779 1,36,17,444 0.156 1,35,33,400 all RMC 5.56 −0.26 C T 60 46 43.4 DHD, PHT
qAs1-2 1 2,19,81,983 2,44,49,843 2.468 2,37,57,196 all RMC 5.17 −0.11 G T 71 39 35.5 StHD, Si, DHD Norton et al., 2014 LOC_Os01g41720 EnS-10
qAs1-3 1 3,14,52,607 3,42,20,812 2.768 3,16,77,916 all RMC 5.67 0.15 C T 108 21 16.3 StHD, Si, Cu, DHD, PHT LOC_Os01g56400 ABCI7
qAs2 2 2,15,23,027 2,17,30,651 0.208 2,15,75,358 all RMC 5.31 0.27 G A 52 43 45.3 P, S LOC_Os02g36570 ABC1-2
qAs3 3 2,82,21,674 2,84,16,354 0.195 2,83,66,354 all RMC 5.91 −0.34 A G 65 54 45.4 Zhang et al., 2008; Liu et al., 2021 LOC_Os03g49440 phosphatase
qAs4 4 82,22,722 1,12,92,867 3.070 90,09,797 all RMC 5.75 0.21 A T 85 9 9.6 Si LOC_Os04g16450 PIP2;6
LOC_Os04g17660 HAC1;2
qAs6-1 6 1,30,39,217 1,31,69,010 0.130 1,31,15,883 indica 6.09 −0.14 C T 55 11 16.7 LOC_Os06g22960 TIP2;2
qAs6-2 6 1,76,19,751 1,92,18,461 1.599 1,90,23,908 all RMC 5.03 0.17 G T 106 7 6.2 DHD, Cu Zhang et al., 2008 LOC_Os06g29790 PHO1
LOC_Os06g29844, LOC_Os06g29950, LOC_Os06g29994 Cluster of 3 MATE genes
qAs7-1 7 1,05,06,160 1,25,89,848 2.084 1,18,74,171 all RMC 6.13 0.18 G A 89 11 11.0 S Norton et al., 2014
qAs7-2 7 2,26,36,921 2,45,33,222 1.896 2,26,86,921 all RMC 5.42 −0.16 G A 82 31 27.4 DHD, P Norton et al., 2014 LOC_Os07g41310 Similar to Phytochelatin synthetase
qAs8 8 3,94,274 18,15,831 1.422 5,98,139 all RMC 6.24 −0.37 A G 43 39 47.6 StHD Norton et al., 2014; Liu et al., 2021 LOC_Os08g03020 transmembrane receptor protein
LOC_Os08g03380 heat shock protein
LOC_Os08g03470 to LOC_03650 7 BTB-domain containing genes
qAs10 10 2,09,14,520 2,11,45,930 0.231 2,10,12,106 AUS 5.24 −0.09 A G 10 9 47.4 LOC_Os10g37920 MATE
LOC_Os10g39980 Lsi3
qAs11-1 11 83,21,863 89,01,679 0.580 88,40,750 indica 6.23 0.20 C T 42 7 14.3 S, Ca
qAs11-2 11 2,50,34,091 2,59,95,458 0.961 2,52,09,544 all RMC 5.35 0.17 G A 116 9 7.2 DHD Norton et al., 2014
a

O. sativa SNPs are identified by their physical location based on the Os-Nipponbare-Reference-IRGSP-1.0 assembly (Kawahara et al., 2013).

b

The panels are defined as the complete Rice Minicore Diversity Panel (RMC, n = 166). The O. sativa subpopulation groups were tropical japonica (TRJ), temperate japonica (TEJ), aus (AUS), and indica (IND). The two O. sativa subspecies are indica, composed of IND and AUS combined, and japonica comprised TEJ and TRJ. QTL were often identified in GWA-mapping of more than one population (e.g., in INDAUS and AUS). Because alternate alleles became very rare in the smaller subpopulations, the table presents the results based on the entire RMC panel when the QTL was significant there.

c

A negative allele effect reflects a reduction in the trait associated with the most common allele.

d

RAP ID is the Rice Annotation Project identification locus identified for the candidate gene.

e

Gene nomenclature followed the standardized nomenclature for rice genes used in Oryzabase (Yamazaki et al., 2010).