Table 1.
BinName | FPKM | Cd1h/ck1h | Rice gene annotation | ||
---|---|---|---|---|---|
Transcript ID | ck1h | Cd1h | log2FC | q_value | |
Jasmonate synthesis-degradation and signaling | |||||
Os06g11290.1△ | 5.18 | 435.09 | 6.39 | 0.0019 | 12-oxophytodienoate reductase, OsOPR1 |
Os06g11210.1# | 58.99 | 717.03 | 3.60 | 0.0019 | OsOPR5 [Q69TI0] |
Os06g11240.1 | 14.15 | 339.14 | 4.58 | 0.0019 | OPR |
Os06g11200.1 | 0.15 | 2.40 | 3.98 | 0.0188 | OPR |
Os03g55800.1∑ | 29.03 | 146.45 | 2.33 | 0.0019 | allene oxide synthase, AOS1 |
Os03g12500.1∑ | 2.23 | 13.52 | 2.60 | 0.0019 | allene oxide synthase, AOS2 |
Os12g05440.1* | 1.85 | 58.66 | 4.98 | 0.002 | cytochrome P450, CYP94C2b |
Os03g08310.1* | 1.88 | 27.26 | 3.86 | 0.002 | ZIM domain containing protein, OsJAZ9 |
Os03g28940.1△ | 38.17 | 106.38 | 1.48 | 0.0019 | ZIM domain containing protein |
Os09g02710.1 | 0.63 | 4.20 | 2.73 | 0.0035 | Arabidopsis loss of the timing of Et and JA biosynthesis 1 |
Abscisic acid synthesis-degradation and signaling | |||||
Os03g44380.1△ | 0.53 | 5.75 | 3.43 | 0.0019 | 9-cis-epoxycarotenoid dioxygenase, OsNCED3 |
Os07g05940.1△ | 0.59 | 99.97 | 7.41 | 0.0019 | OsNCED4 |
Os12g42280.1△ | 2.63 | 32.42 | 3.62 | 0.0019 | OsNCED5 |
Os12g29400.1△ | 5.88 | 14.09 | 1.26 | 0.0019 | ABA-responsive protein [Q2QQY9] |
Os04g44510.1 | 51.06 | 244.45 | 2.26 | 0.0019 | ABA-responsive protein (GRAM domain) |
Os04g44500.1 | 17.60 | 49.88 | 1.50 | 0.0019 | ABA-responsive protein (GRAM domain) |
Os10g04860.1 | 5.05 | 2.26 | −1.16 | 0.0019 | aldehyde oxidase |
Os02g52780.2 | 0.71 | 14.01 | 4.30 | 0.0019 | OsbZIP23 |
Ethylene signaling | |||||
Os07g48630.1△ | 52.93 | 109.98 | 1.06 | 0.002 | ethylene-insensitive 3 |
Os02g43790.1△ | 41.57 | 265.23 | 2.67 | 0.002 | ethylene-responsive transcription factor, OsBIERF3 |
Os03g09170.1△ | 20.44 | 218.22 | 3.42 | 0.002 | ERF |
Os04g46220.1Ⓜ | 44.26 | 119.27 | 1.43 | 0.002 | ERF |
Os08g31580.1 | 102.51 | 268.56 | 1.39 | 0.002 | ERF |
Os01g54890.1 | 4.75 | 31.18 | 2.71 | 0.034 | ERF2 |
Os01g58420.1 | 49.28 | 134.22 | 1.45 | 0.002 | OsERF3 |
Os11g06770.2* | 0.10 | 0.70 | 2.75 | 0.027 | ERF110 |
Os02g43970.1* | 2.93 | 7.61 | 1.37 | 0.002 | ABA-responsive DREB gene, ARAG1 |
Os10g41330.2* | 5.79 | 64.06 | 3.47 | 0.002 | AP2 domain |
Os06g10780.1* | 2.17 | 6.55 | 1.59 | 0.002 | AP2 domain |
Os02g43940.1* | 1.74 | 6.56 | 1.92 | 0.002 | AP2 domain, OsDREB4–1 |
Os09g28440.1 | 0.59 | 47.37 | 6.32 | 0.002 | AP2 domain, OsEATB |
Os08g36920.1# | 0.76 | 70.32 | 6.53 | 0.002 | AP2 domain |
Os03g08460.1Ⓜ | 91.75 | 42.47 | −1.11 | 0.002 | AP2 domain |
Os03g08490.1 | 215.27 | 81.73 | −1.40 | 0.002 | AP2 domain |
Os03g08500.1 | 538.17 | 256.44 | −1.07 | 0.002 | AP2 domain |
Os04g08740.3 | 68.92 | 31.96 | −1.11 | 0.002 | ethylene receptor, OsETR2 [Q7XX84] |
Gibberellin synthesis-degradation | |||||
Os06g37300.2 | 0.22 | 0.01 | −2.36 | 1.1290 | ent-kaurene oxidase 4, OsKO4 [Q0DBF4] |
Os03g63970.1* | 18.68 | 0.00 | −1.12 | 40.5099 | gibberellin 20 oxidase 1 |
Os05g48700.1 | 2.84 | 0.01 | 1.34 | 1.1252 | gibberellin 2-beta-dioxygenase |
Metal binding, chelation and storage | |||||
Os04g57200.1△ | 54.50 | 169.43 | 1.64 | 0.002 | heavy metal transport/detoxification protein |
Os04g57200.2 | 3.10 | 47.85 | 3.95 | 0.002 | |
Os04g17100.1△ | 2.63 | 32.28 | 3.62 | 0.0063 | heavy metal-associated domain protein, HMAD HMAD |
Os04g17100.2 | 43.72 | 123.38 | 1.50 | 0.0019 | |
Os03g05750.1△ | 0.54 | 89.45 | 7.38 | 0.003 | HMAD |
Os03g05750.2 | 9.01 | 212.68 | 4.56 | 0.002 | |
Os02g37290.1△ | 38.65 | 132.69 | 1.78 | 0.002 | HMAD |
Os02g37300.1△ | 11.63 | 66.20 | 2.51 | 0.002 | HMAD |
Os02g37330.1△ | 3.99 | 98.49 | 4.63 | 0.002 | HMAD |
Os04g39350.1△ | 4.57 | 33.87 | 2.89 | 0.002 | HMAD |
Os04g39010.1 | 0.94 | 3.69 | 1.97 | 0.022 | HMAD |
Os02g37320.1 | 2.57 | 19.20 | 2.90 | 0.002 | HMAD |
Os02g37320.2 | 9.45 | 84.16 | 3.15 | 0.002 | |
Os01g48710.1 | 116.94 | 46.15 | −1.34 | 0.002 | HMAD |
Os03g64340.1* | 5.31 | 12.44 | 1.23 | 0.0050 | HMAD |
Divalent cations transporters | |||||
Os08g10630.1△ | 19.33 | 6.55 | −1.56 | 0.0019 | ZRT/IRT-like protein, OsZIP4 [Q6ZJ91] |
Os05g10940.1Ⓜ | 40.47 | 19.81 | −1.03 | 0.0019 | OsZIP7 [Q6L8F7] |
Os05g39560.1 | 5.37 | 1.36 | −1.98 | 0.0113 | OsZIP5 [Q6L8G0] |
Os05g39560.2 | 40.35 | 9.21 | −2.13 | 0.002 | |
Os06g37010.1 | 5.56 | 2.13 | −1.39 | 0.0050 | OsZIP10 [Q5Z653] |
Os05g39540.2* | 97.22 | 25.45 | −1.93 | 0.0019 | OsZIP9 [Q0DHE3] |
Os03g46470.1* | 14.68 | 2.46 | −2.58 | 0.0076 | Iron-regulated transporter 1, OsIRT1 |
ABC transporters and pleiotropic drug resistance proteins | |||||
Os01g42380.1# | 1.35 | 5.99 | 2.15 | 0.0019 | ABCG36/OsPDR9 , pleiotropic drug resistance protein |
Os01g42410.1∑ | 3.66 | 21.96 | 2.59 | 0.0050 | ABCG37/OsPDR8 [Q8GU89] |
Os02g11760.1△ | 0.34 | 2.90 | 3.10 | 0.0019 | ABCG39/OsPDR7 [Q8GU88] |
Os01g42370.1 | 0.28 | 0.91 | 1.68 | 0.0019 | ABCG35/OsPDR11 [Q8GU92] |
Os08g29570.1 | 0.32 | 8.42 | 4.72 | 0.0101 | ABCG44/OsPDR17 [Q6YW62] |
Os08g29570.2 | 4.95 | 18.57 | 1.91 | 0.002 | |
Os01g61940.1* | 10.43 | 25.90 | 1.31 | 0.0019 | ABC transporter family protein |
MATE family of citrate/H+ antiport transporters | |||||
Os08g43654.1* | 1.05 | 2.52 | 1.26 | 0.026 | MATE efflux family protein |
Os12g03260.1* | 1.50 | 4.33 | 1.53 | 0.047 | MATE |
Os04g48290.1 | 3.72 | 8.19 | 1.14 | 0.002 | MATE |
Os02g45380.1 | 1.23 | 8.37 | 2.76 | 0.002 | MATE |
other transporters | |||||
Os12g25200.1Ⓜ | 123.93 | 50.25 | −1.30 | 0.002 | chloride transporter |
Os02g36414.1 | 162.32 | 70.28 | −1.21 | 0.002 | transporter family protein |
Os04g37970.1 | 118.36 | 43.01 | −1.46 | 0.002 | transporter family protein |
Os07g24230.1 | 1.26 | 0.38 | −1.71 | 0.014 | integral membrane transporter family protein |
Os01g14520.1 | 131.86 | 45.76 | −1.53 | 0.002 | dicarboxylate /malic acid transport protein |
Os09g31130.1 | 1.58 | 7.13 | 2.17 | 0.035 | citrate transporter |
Os10g30790.1△ | 26.30 | 94.24 | 1.84 | 0.046 | inorganic phosphate transporter, OsPT8 |
Os10g30790.3* | 25.00 | 80.55 | 1.69 | 0.016 | |
Mitochondrial electron transport | |||||
Os07g37730.1△ | 0.15 | 9.07 | 5.96 | 0.0035 | NADH-ubiquinone oxidoreductase |
Os04g51150.1△ | 14.41 | 35.47 | 1.30 | 0.0019 | AOX1A, alternative oxidase |
Os04g51160.1Ⓜ | 0.66 | 46.99 | 6.15 | 0.0019 | AOX1B |
Os10g39870.1 | 10.79 | 29.33 | 1.44 | 0.0019 | Arabidopsis Transmembrane protein G1P-related 1 |
Os05g09550.1 | 1.37 | 4.81 | 1.81 | 0.0482 | Der1-like family domain containing protein |
Os02g37000.1* | 6.37 | 16.29 | 1.35 | 0.0019 | mitochondrial prohibitin complex protein 1 |
Heat-shock transcription factor (HSF) family | |||||
Os09g35790.1* | 0.76 | 6.99 | 3.20 | 0.0168 | OsHsfB2c [Q652B0] |
Os09g35790.2* | 9.03 | 26.10 | 1.53 | 0.0019 | |
Os02g32590.1△ | 1.21 | 7.07 | 2.55 | 0.0019 | OsHsfA3 [Q6H6Q7] |
Os02g32590.2 | 0.38 | 2.76 | 2.88 | 0.0218 | |
Os04g48030.1△ | 3.05 | 14.05 | 2.20 | 0.0178 | OsHsfB2a [Q7XRX3] |
Os10g28340.1 | 0.62 | 12.76 | 4.36 | 0.0019 | OsHsfA2c |
Os10g28340.2 | 3.72 | 15.96 | 2.10 | 0.0135 | |
Os03g12370.3 | 0.40 | 4.95 | 3.65 | 0.0101 | OsHsfA9 [Q10PR4] |
Os08g43334.2 | 2.45 | 44.04 | 4.17 | 0.0019 | OsHsfB2b [Q6Z9C8] |
Os02g13800.1 | 15.01 | 50.05 | 1.74 | 0.0019 | OsHsfC2a [Q6EUG4] |
NAC domain transcription factor family | |||||
Os01g50360.1* | 2.52 | 1.09 | −1.21 | 0.026 | NAC domain containing protein |
Os11g03300.2 | 16.07 | 38.93 | 1.28 | 0.002 | OsNAC10 |
Os01g60020.1∑ | 5.77 | 25.25 | 2.13 | 0.002 | OsNAC4 |
Os07g12340.1Ⓜ | 12.81 | 455.79 | 5.15 | 0.002 | OsNAC3 [Q7EZT1] |
Os03g60080.1# | 88.35 | 942.97 | 3.42 | 0.002 | SNAC1 |
WRKY domain transcription factor family | |||||
Os02g08440.1# | 2.03 | 125.38 | 5.95 | 0.0019 | WRKY71 |
Os02g08440.4 | 24.26 | 179.27 | 2.89 | 0.0019 | |
Os05g27730.1△ | 101.45 | 430.59 | 2.09 | 0.0019 | OsWRKY53 |
Os01g61080.1△ | 6.51 | 92.36 | 3.83 | 0.0019 | OsWRKY24 |
Os01g09100.1△ | 29.32 | 195.59 | 2.74 | 0.0019 | OsWRKY10 |
Os05g50610.2 | 0.89 | 2.44 | 1.45 | 0.0317 | WRKY8 |
Os08g13840.2 | 130.82 | 404.49 | 1.63 | 0.0019 | WRKY25 |
Os05g09020.1 | 1.47 | 13.65 | 3.21 | 0.0019 | WRKY67 |
Os05g09020.2 | 9.62 | 51.47 | 2.42 | 0.0019 | |
Os11g29870.1 | 5.02 | 15.26 | 1.60 | 0.0019 | WRKY72 |
Os09g25060.1 | 3.11 | 24.14 | 2.95 | 0.0019 | OsWRKY76 |
Os01g60600.1* | 0.42 | 1.68 | 1.99 | 0.0323 | WRKY108 |
The Cuffdiff utility was used to evaluate the transcript differential expression between ck1h and Cd1h samples. The DEGs uniquely identified in our RNAseq samples are marked with stars. Rice genes with experimentally verified functions are presented in bold fonts. Rice gene annotation was also referred from UniProt (square brackets contain the accession number). The DEGs marked with pound signs were also upregulated by medium and low Cd stress in rice seedling roots in 3 previous reports [21, 27, 48]. The DEGs marked with sigma were also upregulated uniformly by the lowest Cd treatment [48] as well as in one of the two high-throughput transcriptome study [21, 27]. Those marked with triangle were regulated uniformly by Cd treatment in the two high-throughput studies, and those labeled M were detected only in the microarray analysis [21]