Table 3.
Elements having signif. assoc. | Chr. | Approx. cM | Approx. Mbp | LT-RIL detected linkages | TIL detected linkages | All elements plus DHD & Ht loci c,d mapped to this region among LT-RILs and/or TILs | QTLs affecting grain element concentration identified elsewhere in other populations | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Flooded | Unflooded | |||||||||||||||
LT-RILs | TILs-Flooded | TILs-Unfl. | LODa | Add. effectb; − = L, + = T | %Var (from R 2) | RFLP Marker closest to LT-RIL LOD peak | SSR locus most strongly associated among TILs | Prob. of linkagea | Add. effectb; − = L, + = T | Prob. of linkagea | Add. Effectb; − = L, + = T | |||||
Macronutrients in order of concentration (ppm) in rice grains | ||||||||||||||||
P | P | 1 | 0–8 | 0–3 | 3.3 | 53.7 | 4.7 | RG472 | RM495 | 0.0035 | 115 | Ni, P, DHDd | ||||
P | P | 1 | 110–122 | 23–35 | 3.6 | 55.6 | 5.2 | CDO118 | RM3411 | 0.0036 | 106 | Fe, K, Mo, P, S, GL | Cuf, Zng | |||
P | 2 | 160–194 | 24–31 | RM106 | 0.0036 | 144 | Cu, Fe, Mn, P, S, Sr, Zn, GW, Htc | Cde, Mof | ||||||||
P | 3 | gap, 28–70 | 5–17 | RM156 | 0.0012 | −70.0 | As, Ca, Cu, Mn, P, Sr, GL, | Cdf,i, Mgf, Mof | ||||||||
P | 5 | 0–20 | 0–5.5 | RM289 | 0.0034 | −104.1 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
P | P | 6 | 148–173 | 24–31 | RM340/OSR 21 | 0.0030 | −62.9 | 0.0032 | 95.6 | Cd, Mn, Mg, P, S, Sr | Pf | |||||
P | 7 | 70–102 | 26–30 | RM248 | 0.0032 | 46.8 | Fe, K, Mg, P, S, Zn | Kf, Pi g | ||||||||
P | 11 | 0–25 | 0–5 | RM26073 | 0.0036 | 87.6 | As, Cu, Mg, P | Mnf | ||||||||
P | 11 | 63–100 | 15–19 | RM229 | 0.0028 | 116 | K, P | |||||||||
P | 12 | 0–15 | 0–2 | RM5568 | 0.0008 | 115.1 | Mg, P | Zne, Pbf | ||||||||
P | 12 | 65–95 | 16–22 | RM3448 | 0.0005 | −109.2 | Ca, Cu, P, Sr, GL, Htc | Cuf | ||||||||
K | K | K | 1 | 34–40 | 3–7 | 9.4 | 88.2 | 12.9 | RG532a | RM1 | 0.0036 | 59.2 | 0.0030 | 88.3 | Co, Cu, K, GL, DHDc | |
K | K | 1 | 110–122 | 23–35 | 4.1 | 67.7 | 5.8 | CDO455 | RM5501 | 0.0036 | 51.7 | Fe, K, Mo, P, S, GL | Cuf, Zng | |||
K | 2 | 130–170 | 17–25 | RM341 | 0.0023 | 63.1 | As, Cu, K, Ni, Rb, Sr, GW | Cue | ||||||||
K | 4 | 15–52 | 5–20 | RM3317 | 0.0028 | −54.8 | Cu, K, Fe, S, Sr, DHDc,d | Cae | ||||||||
K | 5 | 0–20 | 0–5.5 | RM13 | 0.0010 | 162 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
K | 5 | 98–138 | 21–27 | RM188 | 0.0022 | −72.1 | As, K, Zn, GT, GV | Cae, Pg, IP6 g | ||||||||
K | 7 | 70–102 | 26–30 | RM248 | 0.0036 | 39.5 | Fe, K, Mg, P, S, Zn | Kf, Pi g | ||||||||
K | 9 | 12–38 | 7–15 | RM3912 | 0.0036 | 50.5 | K, Sr, GL, DHDc,d | Fee, Pf, Mof, Sef | ||||||||
K | 11 | 63–100 | 15–19 | RM229 | 0.0032 | 79.4 | K, P | |||||||||
Mg | 2 | 210–240 | 33–38 | RM166 | 0.0036 | 48.0 | Cd, Mg, Mo | lpah | ||||||||
Mg | 5 | 0–20 | 0–5.5 | RM13 | 0.0016 | 66.5 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
Mg | Mg | 6 | 148–152 | 24–31 | 3.4 | −22.7 | 4.9 | RZ682 | OSR 21 | 0.0032 | 35.8 | Cd, Mn, Mg, P, S, Sr | Pf | |||
Mg | 7 | 70–102 | 26–30 | RM248 | 0.0007 | 25.0 | Fe, K, Mg, P, S, Zn | Kf, Pi g | ||||||||
Mg | 10 | 0–36 | 0–12 | 3.0 | −25.4 | 4.1 | G1084 | RM467 | Fe, Mg, Mo, Zn | Cdf, Mnf | ||||||
Mg | 10 | 65–88 | 18–21 | RM5494 | 0.0034 | −33.0 | Fe, Mg, Rb, GW | |||||||||
Mg | Mg | 11 | 15–33 | 0–5 | 7.1 | 37.1 | 9.9 | RZ781 | RM332 | 0.0020 | 36.4 | As, Cu, Mg, P | Mnf | |||
Mg | 12 | 0–15 | 0–2 | RM5568 | 0.0027 | 42.4 | Mg, P | Zne, Pbf | ||||||||
S | 1 | 98–145 | 23–35 | RM246 | 0.0029 | 29.0 | Fe, K, Mo, P, S, GL | Cuf, Zng | ||||||||
S | 2 | 186–194 | 26–31 | 3.4 | 38.4 | 4.9 | RZ273 | RM266 | Cu, Fe, Mn, P, S, Sr, Zn, GW, Htc | Cdf, Mof | ||||||
S | 3 | 103–111 | 25–29 | RM55 | 0.0018 | 26.7 | Cof, Sef | |||||||||
S | 4 | 15–52 | 5–20 | RM307 | 0.0023 | 25.1 | Cu, K, Fe, S, Sr, DHDc,d | Cae | ||||||||
S | 4 | 87–132 | 28–33 | RM317 | 0.0013 | 27.2 | Ca, Fe, Mn, S, Zn, GV | Fef, Pf, Pbf | ||||||||
S | 5 | 0–20 | 0–5.5 | 3.2 | 39.0 | 4.6 | gl | RM13 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||
S | 6 | 148–173 | 24–31 | OSR 21 | 0.0014 | 25.9 | Cd, Mn, Mg, P, S, Sr | Pf | ||||||||
S | 7 | 10–30 | 5–20 | RM214 | <.0001 | 32.4 | Co, Cu, Mn, Mo, S, DHDc,d | Cdf, Fef, Znf | ||||||||
S | S | 7 | 70–102 | 26–30 | RM248 | 0.0021 | 21.1 | 0.0014 | 45.3 | Fe, K, Mg, P, S, Zn | Kf, Pi g | |||||
S | 8 | 0–10 | 0–2 | RM408 | <.0001 | 38.4 | Mo, S | |||||||||
S | S | 9 | 90–120 | 16–22 | RM215 | 0.0031 | −24.8 | 0.0031 | −48.9 | As, Cd, Cu, S, Zn | Cae, Cdf, Mgf | |||||
S | 10 | 34–44 | 15–18 | RM25553–2 | 0.0029 | 34.6 | Ca, Rb, S, Sr, Zn, DHDc,d | Znf | ||||||||
S | 10 | 88–103 | 21–23 | RM1374 | 0.0034 | −66.3 | Mo, S, GW, GV | Znf | ||||||||
Ca | Ca | Ca | 3 | 22–28 | 4–6 | 4.7 | 5.0 | 6.7 | RG100 | RM5626/RM16 | 0.0031 | 7.0 | 0.0034 | 4.8 | As, Ca, Cu, Mn, P, Sr, GL | Cdf,i, Mgf, Mof |
Ca | 4 | 87–132 | 28–33 | RM348 | 0.0012 | −6.9 | Ca, Fe, Mn, S, Zn, GV | Fef, Pf, Pbf | ||||||||
Ca | 10 | 34–44 | 15–18 | 3.1 | 3.6 | 3.1 | CDO98 | RM25470 | Ca, Rb, S, Sr, Zn, DHDc,d | Znf | ||||||
Ca | Ca | 12 | 65–95 | 16–22 | 3.1 | 4.8 | 3.1 | G402 | RM3448 | <.0001 | 13.5 | Ca, Cu, P, Sr, GL, Htc | Cuf | |||
Micronutrients in alphabetical order, units ppm | ||||||||||||||||
As | 2 | 130–170 | 17–25 | RM341 | 0.0028 | 0.058 | As, Cu, K, Ni, Rb, Sr, GW | Cue | ||||||||
As | 3 | gap, 28–70 | 5–17 | RM16 | 0.0036 | −0.007 | As, Ca, Cu, Mn, P, Sr, GL | Cdf,i, Mgf, Mof | ||||||||
As | As | 5 | 80–98 | 21–27 | 3.0 | 0.034 | 3.7 | RG13 | RM421 | 0.0034 | 0.009 | As, K, Zn, GT, GV | Cae, Pg, IP6g | |||
As | 9 | 90–120 | 16–22 | RM1189 | 0.0005 | 0.061 | As, Cd, Cu, S, Zn | Cae, Cdf, Mgf | ||||||||
As | 11 | 0–25 | 0–5 | RM167 | 0.0012 | 0.063 | As, Cu, Mg, P | Mnf | ||||||||
Cd | Cd | 1 | 176–184 | 40–44 | 4.4 | 0.002 | 6.3 | RG236 | RM6840 | 0.0031 | 0.013 | Cd, Cu, GL | Fee, Cdf, Fef, Pf, Pbf, Sef, IP5 g | |||
Cd | 2 | 61–85 | 5–9 | RM6840 | 0.0031 | 0.013 | Cd, Cu, Fe, Mo | Cuf | ||||||||
Cd | 2 | 210–240 | 33–38 | RM166 | 0.0020 | 0.014 | Cd, Mg, Mo | lpa (low phytic acid)h | ||||||||
Cd | 3 | 0–8 | 0–3 | RM132 | 0.0029 | −0.004 | Cd, Fe, Ni, Rb, GW, DHDc,d, Htc | MIPSh | ||||||||
Cd | 5 | 0–20 | 0–5.5 | RM13 | 0.0005 | −0.004 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
Cd | 6 | 148–173 | 24–31 | OSR 21 | 0.0034 | −0.002 | Cd, Mn, Mg, P, S, Sr | Pf | ||||||||
Cd | 8 | 102–144 | 23–28 | RM149 | 0.0030 | −0.003 | Cd, Co, Cu, Ni, GL, GW | |||||||||
Cd | 9 | 90–120 | 16–22 | 4.0 | −0.002 | 5.8 | RG570 | RM215 | As, Cd, Cu, S, Zn | Cae, Cdf, Mgf | ||||||
Co | Co | Co | 1 | 26–36 | 3–7 | 7.1 | 0.004 | 10.0 | RG140 | RM490 | 0.0012 | 0.005 | 0.0002 | 0.007 | Co, Cu, K, GL, DHDc | Mne,g, Sef, Mof |
Co | 6 | 116–128 | 17–22 | 3.6 | 0.003 | 5.2 | RG424 | Co, Rb | Cdi | |||||||
Co | Co | 7 | 22–26 | 5–20 | 3.8 | −0.003 | 5.5 | RG678 | RM2 | 0.0031 | −0.004 | Co, Cu, Mn, Mo, S, DHDc,d | Cdf, Fef, Znf | |||
Co | 7 | 59–77 | 25–27 | RM118 | 0.0011 | 0.003 | Co, Mn, Rb, GL, GW | Kf, Zne, Pi g | ||||||||
Co | 8 | 102–144 | 23–28 | RM447 | 0.0036 | 0.005 | Cd, Co, Cu, Ni, GL, GW | |||||||||
Co | 11 | 120–150 | 19–22 | 3.1 | 0.003 | 3.5 | RZ537b | RM206 | Co, Mn, GL, GV | Mgf | ||||||
Cu | 1 | 0–40 | 0–7 | RM1 | 0.0004 | −0.21 | Co, Cu, K, GL, DHDc | |||||||||
Cu | Cu | Cu | 1 | 178–184 | 40–44 | 3.0 | 0.10 | 3.2 | RG236 | RM3482 | 0.0025 | −0.21 | 0.0017 | −0.53 | Cd, Cu, GL | Fee, Cdf, Fef, Pf, Pbf, Sef, IP5 g |
Cu | Cu | Cu | 2 | 54–62 | 5–9 | 8.4 | 0.21 | 11.7 | RG83 | RM6378 | 0.0035 | 0.14 | 0.000 | 0.66 | Cd, Cu, Fe | Cuf |
Cu | 2 | 130–170 | 17–25 | RM13556 | 0.0006 | −0.22 | As, Cu, K, Ni, Rb, Sr, GW | Cue | ||||||||
Cu | 3 | gap, 28–70 | 5–17 | RM156 | 0.0005 | −0.34 | As, Ca, Cu, Mn, P, Sr, GL | Cdf,i, Mgf, Mof | ||||||||
Cu | 4 | 15–52 | 5–20 | RM1359 | 0.0035 | −0.21 | Cu, K, Fe, S, Sr, DHDc,d | Cae | ||||||||
Cu | 5 | 0–20 | 0–5.5 | RM13 | 0.0035 | −0.22 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
Cu | 7 | 10–30 | 5–20 | RM214 | 0.0019 | −0.16 | Co, Cu, Mn, Mo, S, DHDc,d | Cdf, Fef, Znf | ||||||||
Cu | 8 | 102–144 | 23–28 | RM3155 | 0.0006 | −0.18 | Cd, Co, Cu, Ni, GL, GW | |||||||||
Cu | 9 | 90–120 | 16–22 | RM1189 | 0.0023 | −0.16 | As, Cd, Cu, S, Zn | Cae, Cdf, Mgf | ||||||||
Cu | Cu | 11 | 0–25 | 0–5 | 4.0 | −0.16 | 5.7 | RG1022 | RM167 | <.0001 | −0.29 | As, Cu, Mg, P | Mnf | |||
Cu | 12 | 46–61 | 7–11 | RM27982–2 | 0.0035 | −0.15 | Ca, Cu, P, Sr, GL, Htc | Cuf | ||||||||
Fe | 1 | 98–145 | 23–35 | RM5 | 0.0035 | −0.29 | Fe, K, Mo, P, S, GL | Cuf, Zng | ||||||||
Fe | Fe | 2 | 80–99 | 7–10 | 3.6 | −0.31 | 5.2 | RG437 | RM452 | 0.0022 | −0.24 | Cd, Fe, Mo | Feg | |||
Fe | 2 | 160–194 | 24–31 | RM6933 | 0.0036 | 0.32 | Cu, Fe, Mn, P, S, Sr, Zn, GW, Htc | Cdf, Mof | ||||||||
Fe | 3 | 0–4 | 0–3 | 3.0 | −0.25 | 3.9 | RG104 | RM132 | Cd, Fe, Ni, Rb, GW, DHDc,d, Htc | MIPSh | ||||||
Fe | 3 | 134–174 | 29–36 | RM514 | 0.0036 | −1.2 | Fe, Mo, GL, GV | Fef | ||||||||
Fe | 4 | 15–52 | 5–20 | RM3317 | 0.0035 | −0.25 | Cu, K, Fe, S, Sr, DHDc,d | Cae | ||||||||
Fe | Fe | 4 | 78–88 | 24–25 | 3.1 | 0.26 | 3.3 | RZ740b | RM3217 | 0.0034 | 0.24 | Mgf | ||||
Fe | 5 | 0–20 | 0–5.5 | RM13 | 0.0036 | −2.3 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
Fe | 6 | 0–41 | 0–4 | RM190 | 0.0036 | −2.2 | Cd, Fe, Sr, Zn | Pbf, Sef, Znf | ||||||||
Fe | 7 | 70–102 | 26–30 | RM248 | 0.0036 | −0.21 | Fe, K, Mg, P, S, Zn | Kf, Pi g | ||||||||
Fe | Fe | 8 | 35–52 | 5–12 | RM44/RM1148 | 0.0031 | −0.30 | 0.0035 | 1.4 | Fe, Mn, Sr, DHDc,d, Htc | Feg | |||||
Fe | 10 | 0–36 | 0–12 | RM222 | 0.0028 | −1.1 | Fe, Mg, Mo, Zn | Cdf, Mnf | ||||||||
Fe | 10 | 65–88 | 18–21 | RM1108 | 0.0035 | −0.37 | Fe, Mg, Rb, GW | |||||||||
Mn | 2 | 160–194 | 24–31 | RM106 | <.0001 | −2.31 | Cu, Fe, Mn, P, S, Sr, Zn, GW, Htc | Cdf, Mof | ||||||||
Mn | 3 | 22–28 | 4–6 | RM517 | 0.0035 | −2.13 | As, Ca, Cu, Mn, P, Sr, GL | Cdf,i, Mgf, Mof | ||||||||
Mn | Mn | 4 | 126–134 | 28–33 | 3.1 | −1.26 | 4.5 | RZ590b | RM348 | 0.0031 | −0.71 | Ca, Fe, Mn, S, Zn, GV | Fef, Pf, Pbf | |||
Mn | 6 | 148–173 | 24–31 | OSR21 | 0.0035 | −1.61 | Cd, Mn, Mg, P, S, Sr | Pf | ||||||||
Mn | Mn | 7 | 0–8 | 10–14 | 8.0 | −2.01 | 11.2 | RG30 | RM214 | 0.0017 | −1.42 | Co, Cu, Mn, Mo, S, DHDc,d | Cdf, Fef, Znf | |||
Mn | 7 | 59–77 | 25–27 | RM234 | 0.0003 | −1.30 | Co, Mn, Rb, GL, GW | Kf, Zne, Pi g | ||||||||
Mn | 8 | 35–52 | 5–12 | RM22559 | 0.0002 | −2.88 | Fe, Mn, Sr, DHDc,d, Htc | Feg | ||||||||
Mn | 11 | 120–150 | 19–22 | RM21 | 0.0029 | −1.25 | Co, Mn, GL, GV | Mgf | ||||||||
Mn | 12 | 70–110 | 23–27 | RM3739 | 0.0036 | −1.40 | Mn, GL, GV, DHDc,d | Feg, Zng | ||||||||
Mo | Mo | 1 | 98–145 | 23–35 | RM5501 | 0.0017 | −0.026 | 0.0035 | −0.021 | Fe, K, Mo, P, S, GL | Cuf, Zng | |||||
Mo | 2 | 85–110 | 7–10 | RM452 | 0.0036 | 0.025 | Cd, Fe, Mo | Feg | ||||||||
Mo | 2 | 210–240 | 33–38 | RM166 | 0.0035 | 0.027 | Cd, Mg, Mo | lpah | ||||||||
Mo | Mo | 3 | 134–174 | 29–36 | 3.7 | −0.020 | 5.3 | RZ761 | RM422 | 0.0015 | −0.029 | Fe, Mo, GL, GV | Fef | |||
Mo | Mo | 7 | 22–26 | 5–20 | 3.9 | −0.017 | 5.6 | G20 | RM11 | 0.0031 | −0.021 | Co, Cu, Mn, Mo, S, DHDc,d | Cdf, Fef, Znf | |||
Mo | Mo | 8 | 0–10 | 0–2 | 3.7 | −0.017 | 5.4 | C424b | RM408 | <.0001 | −0.037 | Mo, S | Cdi | |||
Mo | Mo | 10 | 0–36 | 0–12 | 3.0 | 0.022 | 4.1 | G1084 | RM3311 | 0.0030 | −0.022 | Fe, Mg, Mo, Zn | Cdf, Mnf | |||
Mo | 10 | 88–103 | 21–23 | RM5494 | 0.0035 | 0.037 | Mo, S, GW, GV | Znf | ||||||||
Ni | Ni | 1 | 0–40 | 0–7 | RM495 | 0.0036 | 0.11 | 0.0036 | 0.21 | Ni, P | ||||||
Ni | 2 | 130–170 | 17–25 | RM475 | 0.0026 | 0.17 | As, Cu, K, Ni, Rb, Sr, GW | Cue | ||||||||
Ni | 3 | 0–8 | 0–3 | RM132 | 0.0036 | 0.18 | Cd, Fe, Ni, Rb, GW, DHDc,d, Htc | MIPSh | ||||||||
NI | 5 | 0–20 | 0–5.5 | RM13 | 0.0004 | 0.20 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
Ni | 8 | 102–144 | 23–28 | RM149 | 0.0035 | 0.12 | Cd, Co, Cu, Ni, GL, GW | |||||||||
Rb | Rb | 2 | 130–170 | 17–25 | RM475 | 0.0036 | −0.65 | 0.0035 | 1.3 | As, Cu, K, Ni, Rb, Sr, GW | Cue | |||||
Rb | 3 | 2–8 | 0–3 | 8.9 | 0.79 | 12.3 | C515 | RM489 | Cd, Fe, Ni, Rb, GW, DHDc,d, Htc | MIPSh | ||||||
Rb | 6 | 109–115 | 10–19 | 3.0 | −0.47 | 4.2 | G1468b | Co, Rb | Cdi | |||||||
Rb | 7 | 59–77 | 25–27 | RM118 | 0.0014 | −0.44 | Co, Mn, Rb, GL, GW | Kf, Zne, Pi g | ||||||||
Rb | 10 | 34–44 | 15–18 | RM25470 | 0.0030 | 0.66 | Ca, Rb, S, Sr, Zn, DHDc,d | Znf | ||||||||
Rb | 10 | 65–88 | 18–21 | 3.1 | 0.63 | 4.5 | CDO98 | RM147 | Fe, Mg, Rb, GW | |||||||
Sr | 2 | 156–168 | 21–25 | 5.2 | −0.036 | 7.4 | G45 | RM3688 | As, Cu, K, Ni, Rb, Sr, GW | Cue | ||||||
Sri | Srj | Sr | 3 | 22–28 | 4–6 | 3.5 | 0.030 | 5.1 | RG100i | RM156j | <.0001 | 0.045 | 0.0015 | 0.026 | As, Ca, Cu, Mn, P, Sr, GL | Cdf,i, Mgf, Mof |
Sri | 3 | 70–76 | 17–24 | 6.0 | 0.039 | 8.4 | RG482i | |||||||||
Sr | 4 | 15–52 | 5–20 | RM3317 | 0.0034 | 0.030 | Cu, K, Fe, S, Sr, DHDc,d | Cae | ||||||||
Sr | 5 | 0–20 | 0–5.5 | RM1024 | 0.0016 | 0.064 | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||||
Sr | 6 | 0–41 | 0–4 | RM225 | 0.0035 | 0.039 | Cd, Fe, Sr, Zn | Pbf, Sef, Znf | ||||||||
Sr | 6 | 148–173 | 24–31 | OSR 21 | 0.0011 | 0.042 | Cd, Mn, Mg, P, S, Sr | Pf | ||||||||
Sr | Sr | 8 | 58–64 | 7–14 | 3.0 | −0.025 | 3.8 | G1314a | RM44 | 0.0022 | −0.032 | Fe, Mn, Sr, DHDc,d, Htc | Feg | |||
Sr | Sr | 9 | 12–38 | 7–15 | RM3912 | 0.0034 | −0.031 | 0.0031 | −0.030 | K, Sr, GL, DHDc,d | Fee, Pf, Mof, Sef | |||||
Sr | 10 | 34–44 | 15–18 | RM25553–2 | 0.0028 | 0.042 | Ca, Rb, S, Sr, Zn, DHDc,d | Znf | ||||||||
Sr | 12 | 65–95 | 16–22 | RM3448 | <.0001 | 0.069 | Ca, Cu, P, Sr, GL, Htc | Cuf | ||||||||
Zn | 2 | 160–194 | 24–31 | RM106 | 0.0036 | −0.82 | Cu, Fe, Mn, P, S, Sr, Zn, GW, Htc | Cdf, Mof | ||||||||
Zn | Zn | 4 | 87–132 | 28–33 | RM317 | 0.0002 | −0.98 | 0.0012 | −1.4 | Ca, Fe, Mn, S, Zn, GV | Fef, Pf, Pbf | |||||
Zn | Zn | Zn | 5 | 102–126 | 21–27 | 5.7 | −0.73 | 8.1 | CDSR49 | RM421 | 0.0031 | −0.48 | 0.0031 | −0.79 | As, K, Zn, GT, GV | Cae, Pg, IP6 g |
Zn | 6 | 0–41 | 0–4 | RM435 | 0.0035 | −1.5 | Cd, Fe, Sr, Zn | Pbf, Sef, Znf | ||||||||
Zn | Zn | 7 | 70–102 | 26–30 | RM248 | <.0001 | −0.95 | 0.0035 | −1.0 | Fe, K, Mg, P, S, Zn | Kf, Pi g | |||||
Zn | 9 | 90–120 | 16–22 | RM3909 | 0.0021 | 1.1 | As, Cd, Cu, S, Zn | Cae, Cdf, Mgf | ||||||||
Zn | 10 | 0–38 | 0–12 | RM222 | 0.0032 | −0.68 | Fe, Mg, Mo, Zn | Cdf, Mnf | ||||||||
Zn | These RIL & TIL QTLs overlap | 10 | 34–44 | 15–18 | 3.0 | −0.54 | 4.4 | RG241a | RM147 | Ca, Rb, S, Sr, Zn, DHDc,d | Znf | |||||
Grain length, width and thickness measured in mm, volume was approximated by multiplying GL × GW × GT | ||||||||||||||||
GL | GL | n/a | 1 | 34–42 | 6–23 | 3.1 | −0.15 | 4.1 | RG532a | RM8208 | <.0001 | −0.31 | n/a | Co, Cu, K, GL, DHDc | ||
GL | GL | n/a | 1 | 82–90 | 23–35 | 3.1 | −0.13 | 3.3 | CDO348 | RM156 | 0.0001 | −0.21 | n/a | Fe, GL | ||
GL | GL | n/a | 1 | 172–184 | 40–44 | 4.4 | −0.19 | 6.3 | RZ801 | RM104 | 0.0006 | −0.31 | n/a | Cd, Cu, GL | Cdf, Fee,f, Pf, Pbf, Sef, IP5 g | |
GL | GL | n/a | 3 | 74–80 | 17–24 | 4.6 | −0.18 | 6.5 | RG482 | RM156 | 0.0001 | −0.21 | n/a | As, Ca, Cu, Mn, P, Sr, GL | Cdf,i, Mgf, Mof | |
GL | n/a | 3 | 144–174 | 32–37 | RM85 | <.0001 | −0.26 | n/a | Fe, Mo, GL, GV | Fef | ||||||
GL | n/a | 5 | 24–38 | 1–7 | RM13 | 0.0022 | −0.28 | n/a | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||||
GL | n/a | 6 | 67–104 | 4–10 | RM19691 | <.0001 | −0.33 | n/a | GL, GV, DHDc | |||||||
GL | GL | n/a | 7 | 59–77 | 25–27 | 3.1 | −0.13 | 3.3 | CDO497 | RM478 | <.0001 | −0.28 | n/a | Co, Mn, Rb, GL, GW | Kf, Zne, Pi g | |
GL | n/a | 8 | 102–144 | 23–28 | RM149 | 0.0002 | −0.25 | n/a | Cd, Co, Cu, Ni, GL, GW | |||||||
GL | GL | n/a | 9 | 12–38 | 11–17 | 3.0 | 0.11 | 2.7 | CDO395 | RM409 | 0.0036 | −0.19 | n/a | K, Sr, GL, DHDc,d | Fee, Pf, Mof, Sef | |
GL | n/a | 11 | 120–150 | 19–22 | RM21 | <.0001 | −0.26 | n/a | Co, Mn, GL, GV | Mgf | ||||||
GL | n/a | 12 | 65–95 | 16–22 | RM277 | 0.0026 | −0.21 | n/a | Ca, Cu, P, Sr, GL, Htc | Cuf | ||||||
GL | n/a | 12 | 70–122 | 23–27 | RM3739 | 0.0005 | −0.23 | n/a | Mn, GL, GV, DHDc,d | Feg, Zng | ||||||
GT | n/a | 5 | 24–38 | 1–7 | 5.2 | 0.032 | 7.4 | gl | RM13 | n/a | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | ||||
GT | n/a | 5 | 85–120 | 20–27 | RM161 | 0.0036 | −3.77 | n/a | As, K, Zn, GT, GV | Cae, Pg, IP6 g | ||||||
GT | n/a | 11 | 120–150 | 19–22 | RM21 | 0.0019 | 0.018 | n/a | Co, Mn, GL, GV | Mgf | ||||||
GW | GW | n/a | 2 | 160–174 | 23–30 | 3.0 | −0.050 | 4.2 | C624x | RM13556 | 0.0004 | −1.41 | n/a | As, Cu, K, Ni, Rb, Sr, GW | Cue | |
GW | n/a | 3 | 0–8 | 0–3 | RM489 | 0.0015 | 0.076 | n/a | Cd, Fe, Ni, Rb, GW, DHDc,d, Htc | MIPSh | ||||||
GW | n/a | 4 | 116–122 | 28–33 | 3.0 | −0.036 | 3.0 | RG214 | RM317 | n/a | Ca, Fe, Mn, S, Zn, GV | Fef, Pf, Pbf | ||||
GW | GW | n/a | 5 | 24–38 | 1–7 | 8.7 | 0.078 | 12.0 | Y1049 | RM437 | <.0001 | 0.093 | n/a | Cd, Cu, K, Mg, Ni, P, S, Sr, GL, GW, GT | Zne | |
GW | GW | n/a | 7 | 59–77 | 25–27 | 8.2 | 0.079 | 11.4 | CDO497 | RM478 | <.0001 | 0.052 | n/a | Co, Mn, Rb, GL, GW | Zne, Pi g | |
GW | n/a | 8 | 102–144 | 23–28 | RM149 | 0.0005 | 0.061 | n/a | Cd, Co, Cu, Ni, GL, GW | |||||||
GW | GW | n/a | 10 | 88–103 | 21–23 | 3.2 | 0.044 | 4.7 | RG752 | RM228 | 0.0019 | 0.059 | n/a | Mo, S, GW, GV | Znf | |
GV | n/a | 3 | 144–174 | 32–37 | RM85 | <.0001 | −1.20 | n/a | Fe, Mo, GL, GV | Fef | ||||||
GV | n/a | 4 | 116–122 | 28–33 | 3.0 | −1.02 | 4.2 | RG214 | RM348 | n/a | Ca, Fe, Mn, S, Zn, GV | Fef, Pf, Pbf | ||||
GV | n/a | 5 | 85–120 | 20–27 | RM421 | <.0001 | 0.027 | n/a | As, K, Zn, GT, GV | Cae, Pg, IP6 g | ||||||
GV | n/a | 6 | 67–104 | 4–10 | RM19691 | 0.00029 | −1.23 | n/a | GL, GV, DHDc | |||||||
GV | n/a | 10 | 88–103 | 21–23 | RM228 | 0.0032 | −3.77 | n/a | Mo, S, GW, GV | Znf | ||||||
GV | n/a | 11 | 120–150 | 19–22 | RM206 | 0.0028 | –3.86 | n/a | Co, Mn, GL, GV | Mgf | ||||||
GV | n/a | 12 | 70–122 | 23–27 | RM17 | 0.0036 | −3.82 | n/a | Mn, GL, GV, DHDc,d | Feg, Zng |
QTLs for multiple elements tended to cluster, with each genomic region being associated with more than one element, as shown in the column 2nd from the right. Similarly mapped grain element QTLs reported elsewhere (Ishikawa et al. 2005; Lu et al. 2008; Norton et al. 2010; Stangoulis et al. 2007) are also indicted in the right-most column
aThe QTL significance thresholds were as follows: permutated LOD thresholds for the RIL QTLs were 3.0 for α = 0.1, and 5.1 for for α = 0.05. For the TILs, the α = 0.1 p value threshold was 0.0036
bUnits for additive effects are ppm for all elements; days for days to heading (DHD); mm for grain length (GL), width (GW), and thickness (GT); and mm3 for grain volume (GV)
cMapping of days to heading (DHD) and plant height (Ht) among the LT-RILs was by Pinson et al. 2005
dDHD QTLs were mapped among the TILs by Pinson et al. 2012, data was collected only from flooded field plots
eSimilarly mapped grain element QTL mapped by Lu et al. (2008)
fSimilarly mapped grain element QTL mapped by Norton et al. (2010)
gSimilarly mapped grain element QTL mapped by Stangoulis et al. 2007. IP5 stands for inositol-5-phosphate, IP6 for inositol-6-phosphate, Pi for inorganic P (H2PO4)
hLocation of a low phytic acid locus (lpa) and a locus affecting L-myo-inositol 1-phosphate synthase (MIPS) reported by Larson et al. 2000
iSimilarly mapped grain element QTL mapped by Ishikawa et al. (2005), study focused on identification of Cd QTLs among a set of chromosome segment substitution lines
jWhile the LT-RIL analysis indicated the possibility of two Sr QTLs on each end of a marker gap, the improved molecular tagging of this region among the TILs indicated instead a single Sr QTL