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作物学报 ›› 2022, Vol. 48 ›› Issue (1): 48-62.doi: 10.3724/SP.J.1006.2022.11006

• 作物遗传育种·种质资源·分子遗传学 • 上一篇    下一篇

普通小麦颖壳蜡质缺失突变体glossy1的转录组分析

李玲红(), 张哲, 陈永明, 尤明山, 倪中福, 邢界文*()   

  1. 中国农业大学农学院, 北京 100193
  • 收稿日期:2021-01-12 接受日期:2021-04-14 出版日期:2022-01-12 网络出版日期:2021-05-21
  • 通讯作者: 邢界文
  • 作者简介:E-mail: lilinghong00en@163.com
  • 基金资助:
    国家自然科学基金项目(31991214);国家重点研发计划项目资助(2017YFD0101004)

Transcriptome profiling of glossy1 mutant with glossy glume in common wheat (Triticum aestivum L.)

LI Ling-Hong(), ZHANG Zhe, CHEN Yong-Ming, YOU Ming-Shan, NI Zhong-Fu, XING Jie-Wen*()   

  1. College of Agronomy, China Agricultural University, Beijing 100193, China
  • Received:2021-01-12 Accepted:2021-04-14 Published:2022-01-12 Published online:2021-05-21
  • Contact: XING Jie-Wen
  • Supported by:
    National Natural Science Foundation of China(31991214);National Key Research and Development Program of China(2017YFD0101004)

摘要:

为了明确突变体颖壳蜡质含量显著变化的分子机制, 本研究对源自济麦22颖壳蜡质缺失突变体glossy1与野生型进行了转录组分析。结果表明, 在glossy1突变体中, 共筛选到12,230个差异表达基因, 其中5811个基因在突变体中上调表达, 6419个下调表达。GO (gene ontology)功能富集分析发现, 差异基因主要富集在蜡质合成和转运途径, 具体分布在酰基转移酶活性、脂质结合和水解酶活性等条目, 由此推测这些途径与小麦穗部蜡质缺失性状是紧密相关的。我们还利用RT-qPCR检测了参与蜡质代谢途径部分基因的表达, 结果与转录组结果是一致的。本研究为今后探究小麦蜡质代谢的分子机制和基因调控网络提供了数据支持, 同时也为抗逆小麦育种奠定了理论基础。

关键词: 小麦, 表皮蜡质, glossy1突变体, 转录组分析, 分子机制

Abstract:

In order to clarify the molecular mechanism of the significant change in glume wax content, transcriptome profiling was performed on glossy glume mutant glossy1 and its wild-type Jimai 22. The results showed that a total of 12,230 differentially expressed genes were screened in the glossy1 mutant, among which 5811 genes were up-regulated and 6419 were down-regulated. GO functional enrichment revealed that the differentially expressed genes were mainly enriched in the wax synthesis and transport pathway, specifically distributed in acyltransferase activity, lipid binding, hydrolase activity. The findings suggested that these pathways were closely related to the glume-wax-deficient trait in wheat. We also detected the relative expression levels of some genes involved in the wax metabolic pathway by RT-qPCR, and the results were consistent with the transcriptome data. This study not only provides data support for the further study of the molecular mechanism of wax metabolism and gene regulation network but also lays a theoretical foundation for the breeding of stress-resistant variety in wheat.

Key words: wheat, epicuticular wax, glossy1 mutant, transcriptome analysis, molecular mechanism

图1

济麦22和glossy1突变体的表型比较 A: 济麦22和glossy1突变体的整株表型, 标尺为1 cm; B: 穗子放大图, 标尺为1 cm。"

表1

RT-qPCR所用引物"

基因编号
Gene ID
正向序列
Forward sequence (5'-3')
反向序列
Reverse sequence (5'-3')
TraesCS3A02G266700 GCAGGTAGCTTTGTATGGC TCGATGAAATCCTCCAAAAGGC
TraesCS5B02G268900 GTACCTGTACCTCTGCTGCT CGTCTCGTGTATCTCTTTGAGGAT
TraesCS2D02G015700 GGTGGCATTTGGACCAGGATTC CAACCGAATTGTGCGCATTG
TraesCS2A02G307600 CCATGGATTTCTCTGTTGCA CATGGATGTCGTCGAGAAAG
TraesCS4D02G148300 GTCAAGGTCGAGTACGCAGG GCCAAGGTAGCAAAAATACACCAA
TraesCS7A02G115600 TGGTTCTCCAAGTGCCTTCAC GCGTCAACGGCGCGAATA
TraesCS6D02G166600 AGATCGACACATTTCCGGTGG TCAATGGATAAAAAGTGAACAGCA
TraesCS5B02G388800 CACCTGGTGCTCTACTGTC CAGATGTAAGCCTCGGATCC
TraesCS1B02G049200 TCGCTGTGAACGACTTTCT TATTGCGCCACTCTTTCTTG

表2

样品测序输出数据的质量评价"

样品
Sample
原始数据
Total reads (M)
过滤后数据
Unique mapping reads (M)
数据比对效率
Unique mapping (%)
Jimai 22 Rep1 78.82 60.76 77.1
Jimai 22 Rep2 79.34 59.08 74.5
Jimai 22 Rep3 70.18 53.02 75.5
glossy1 Rep1 91.29 64.66 70.8
glossy1 Rep2 74.26 53.74 72.4
glossy1 Rep3 73.17 52.12 71.2

图2

样品相关性及差异表达基因分析 A: 样品相关性分析; B: 差异表达基因火山图; C: 差异表达基因在染色体上的分布。"

图3

RT-qPCR验证随机挑选的DEGs"

图4

差异表达基因的GO功能注释 A: 差异表达基因的GO功能注释分类; B: 上调DEGs的GO富集; C: 下调DEGs的GO富集。"

图5

小麦蜡质生物合成示意图 不同颜色的字体表示已知或推测的在表皮蜡质生物合成步骤中起作用的基因表达水平的变化, 其中红色代表突变体相对野生型基因表达上调, 橘色代表这类基因表达水平既有上调也有下调, 蓝色代表下调。"

表3

小麦颖壳中蜡生物合成途径相关的差异表达基因"

基因编号
Gene ID
倍数变化
log2 (Fold Change)
较正后P
Padj
显著性Significant 相关功能
Related functions
基因符号
Gene symbol
TraesCS5A02G242600 3.609865613 0.004916338 Up Alpha/beta-hydrolases superfamily protein DMH
TraesCS5B02G235400 1.489558363 7.57276E-14 Up Alpha/beta-hydrolases superfamily protein DMH
TraesCS5B02G239300 1.941903403 1.76388E-07 Up Alpha/beta-hydrolases superfamily protein DMH
TraesCS5D02G247700 1.416956174 4.56687E-23 Up Alpha/beta-hydrolases superfamily protein DMH
TraesCS5D02G249600 1.266778647 1.82079E-05 Up Alpha/beta-hydrolases superfamily protein DMH
TraesCS2A02G025700 1.613510275 7.96739E-37 Up Chalcone synthase CHS
TraesCS2A02G035300 6.307119168 4.38659E-26 Up Chalcone synthase CHS
TraesCS2A02G527700 1.584580826 7.22601E-67 Up Chalcone synthase CHS
TraesCS2B02G038700 1.511159327 2.49811E-44 Up Chalcone synthase CHS
TraesCS2B02G048400 6.771018546 4.02053E-13 Up Chalcone synthase CHS
TraesCS2B02G558400 1.565811929 6.38829E-60 Up Chalcone synthase CHS
TraesCS2D02G027700 7.885041654 2.73423E-09 Up Chalcone synthase CHS
TraesCS2D02G027900 1.089916323 2.10199E-17 Up Chalcone synthase CHS
TraesCS2D02G530600 1.359178980 5.17325E-33 Up Chalcone synthase CHS
TraesCS2A02G006400 1.163488023 4.09358E-15 Up Cytochrome P450 family protein, expressed DMC
TraesCS2B02G002000 1.292392885 2.02883E-05 Up Cytochrome P450 family protein, expressed DMC
TraesCS2D02G015600 5.598114975 6.08904E-16 Up Cytochrome P450 family protein, expressed DMC
TraesCS3B02G006600 2.974023949 3.86406E-80 Up Cytochrome P450 family protein, expressed DMC
TraesCS3D02G077400 3.854291668 3.1974E-209 Up Cytochrome P450 family protein, expressed DMC
TraesCS4A02G063900 1.997077843 1.68199E-10 Up Cytochrome P450 family protein, expressed DMC
TraesCS4A02G064000 1.370399465 4.5991E-19 Up Cytochrome P450 family protein, expressed DMC
TraesCS4B02G172200 2.400073652 9.20159E-06 Up Cytochrome P450 family protein, expressed DMC
TraesCS4B02G241100 1.849837854 2.89613E-18 Up Cytochrome P450 family protein, expressed DMC
TraesCS4B02G342000 1.906423178 9.65609E-98 Up Cytochrome P450 family protein, expressed DMC
TraesCS4D02G240800 2.345669375 1.52442E-13 Up Cytochrome P450 family protein, expressed DMC
TraesCS6A02G143700 2.852491021 1.56916E-05 Up Cytochrome P450 family protein, expressed DMC
TraesCS6A02G144600 2.291592568 3.17585E-37 Up Cytochrome P450 family protein, expressed DMC
TraesCS6A02G323900 5.510836360 1.0995E-08 Up Cytochrome P450 family protein, expressed DMC
TraesCS6D02G133500 5.032820286 7.9837E-09 Up Cytochrome P450 family protein, expressed DMC
TraesCS6D02G303700 2.939258272 6.1412E-12 Up Cytochrome P450 family protein, expressed DMC
TraesCS7A02G077500 1.399996805 0.004103167 Up Cytochrome P450 family protein, expressed DMC
基因编号
Gene ID
倍数变化
log2 (Fold Change)
较正后P
Padj
显著性Significant 相关功能
Related functions
基因符号
Gene symbol
TraesCS7D02G028900 5.180466519 2.44704E-11 Up Cytochrome P450 family protein, expressed DMC
TraesCS7D02G073100 1.905576368 7.80242E-05 Up Cytochrome P450 family protein, expressed DMC
TraesCS1A02G075000 1.598873518 4.60281E-26 Up Long-chain acyl-CoA synthetase LACS
TraesCS1B02G093600 1.508738506 3.6507E-31 Up Long-chain acyl-CoA synthetase LACS
TraesCS1D02G077600 1.081329758 3.35804E-18 Up Long-chain acyl-CoA synthetase LACS
TraesCS4B02G110600 -1.547038060 5.29477E-09 Down Long-chain acyl-CoA synthetase LACS
TraesCS5A02G411500 -6.237682795 7.2037E-25 Down Long-chain acyl-CoA synthetase LACS
TraesCS5B02G415100 -8.272718606 9.87304E-27 Down Long-chain acyl-CoA synthetase LACS
TraesCS5D02G420300 -4.365756350 6.03687E-49 Down Long-chain acyl-CoA synthetase LACS
TraesCS1A02G037600 4.524213496 0.000135779 Up 3-ketoacyl-CoA synthase KCS
TraesCS1A02G439000 2.761509645 8.73425E-44 Up 3-ketoacyl-CoA synthase KCS
TraesCS1B02G048000 5.015626497 1.73996E-16 Up 3-ketoacyl-CoA synthase KCS
TraesCS2B02G535600 7.206279001 4.09242E-07 Up 3-ketoacyl-CoA synthase KCS
TraesCS2D02G508000 9.528613227 1.83387E-13 Up 3-ketoacyl-CoA synthase KCS
TraesCS3A02G451100 7.616757835 1.08927E-20 Up 3-ketoacyl-CoA synthase KCS
TraesCS3B02G488500 3.834067625 4.51419E-14 Up 3-ketoacyl-CoA synthase KCS
TraesCS6B02G372900 5.593138031 4.32531E-35 Up 3-ketoacyl-CoA synthase KCS
TraesCS6B02G373000 7.970320318 8.09061E-09 Up 3-ketoacyl-CoA synthase KCS
TraesCS7A02G107500 5.289345448 1.53292E-60 Up 3-ketoacyl-CoA synthase KCS
TraesCS7A02G107700 8.339117159 1.14218E-13 Up 3-ketoacyl-CoA synthase KCS
TraesCS7A02G107900 9.811714092 8.42497E-08 Up 3-ketoacyl-CoA synthase KCS
TraesCS7B02G006200 4.994710636 6.6821E-22 Up 3-ketoacyl-CoA synthase KCS
TraesCS7B02G006300 4.485093757 1.69207E-10 Up 3-ketoacyl-CoA synthase KCS
TraesCS7D02G101900 5.535140760 3.55365E-11 Up 3-ketoacyl-CoA synthase KCS
TraesCS7D02G102000 7.929020665 3.15637E-12 Up 3-ketoacyl-CoA synthase KCS
TraesCS7D02G102400 9.833159298 2.62447E-14 Up 3-ketoacyl-CoA synthase KCS
TraesCS7D02G102800 10.749264580 2.74634E-17 Up 3-ketoacyl-CoA synthase KCS
TraesCS7D02G102900 9.529683487 2.23304E-13 Up 3-ketoacyl-CoA synthase KCS
TraesCS6A02G341400 3.752588180 2.60291E-11 Up 3-ketoacyl-CoA synthase KCS
TraesCS6D02G321600 4.880242341 4.20044E-41 Up 3-ketoacyl-CoA synthase KCS
TraesCS4B02G297500 1.659827173 5.04909E-51 Up 3-ketoacyl-CoA synthase KCS
TraesCS7B02G113100 7.980262073 1.75491E-12 Up 3-ketoacyl-CoA synthase KCS
TraesCS7D02G208800 3.543147412 0.000554796 Up 3-ketoacyl-CoA synthase KCS
TraesCS1A02G152100 -6.084977093 9.69328E-17 Down 3-ketoacyl-CoA synthase KCS
TraesCS1B02G169500 -4.902294827 2.98074E-85 Down 3-ketoacyl-CoA synthase KCS
TraesCS1D02G042300 -7.976587931 1.47581E-08 Down 3-ketoacyl-CoA synthase KCS
TraesCS1D02G148900 -6.025460554 1.40723E-75 Down 3-ketoacyl-CoA synthase KCS
TraesCS2A02G014600 -7.746846027 1.3141E-28 Down 3-ketoacyl-CoA synthase KCS
TraesCS4B02G278800 -3.095441182 2.82277E-09 Down 3-ketoacyl-CoA synthase KCS
TraesCS4D02G148300 -1.690121218 1.27211E-59 Down 3-ketoacyl-CoA synthase KCS
TraesCS4D02G277300 -3.287359973 2.5682E-11 Down 3-ketoacyl-CoA synthase KCS
TraesCS5A02G195500 -5.666101362 6.58809E-08 Down 3-ketoacyl-CoA synthase KCS
TraesCS5A02G309100 -7.313293630 1.2516E-06 Down 3-ketoacyl-CoA synthase KCS
TraesCS5B02G187900 -4.098686330 4.59612E-13 Down 3-ketoacyl-CoA synthase KCS
基因编号
Gene ID
倍数变化
log2 (Fold Change)
较正后P
Padj
显著性Significant 相关功能
Related functions
基因符号
Gene symbol
TraesCS5B02G309800 -2.962880296 1.28678E-20 Down 3-ketoacyl-CoA synthase KCS
TraesCS5D02G195500 -5.436858301 0.000895032 Down 3-ketoacyl-CoA synthase KCS
TraesCS5D02G316100 -4.727408251 0.001148457 Down 3-ketoacyl-CoA synthase KCS
TraesCS6A02G026800 -8.922633648 1.48463E-11 Down 3-ketoacyl-CoA synthase KCS
TraesCS6A02G073300 -1.822213794 9.36568E-30 Down 3-ketoacyl-CoA synthase KCS
TraesCS6A02G383700 -2.873970208 6.2082E-56 Down 3-ketoacyl-CoA synthase KCS
TraesCS6B02G098300 -1.303177962 1.87771E-15 Down 3-ketoacyl-CoA synthase KCS
TraesCS6B02G422900 -2.100063721 5.41215E-19 Down 3-ketoacyl-CoA synthase KCS
TraesCS6B02G473900 -7.535973546 2.41404E-07 Down 3-ketoacyl-CoA synthase KCS
TraesCS6D02G071600 -1.627444447 1.73782E-23 Down 3-ketoacyl-CoA synthase KCS
TraesCS6D02G368700 -2.358722083 3.74963E-07 Down 3-ketoacyl-CoA synthase KCS
TraesCS1B02G161300 -1.148306727 2.23176E-11 Down 3-ketoacyl-CoA thiolase KCS
TraesCS1A02G143900 -1.156181479 3.09259E-11 Down 3-ketoacyl-CoA thiolase KCS
TraesCS1D02G142700 -1.228580722 2.21244E-06 Down 3-ketoacyl-CoA thiolase KCS
TraesCS7A02G206000 -4.967018962 7.6424E-07 Down 3-ketoacyl-CoA synthase KCS
TraesCS7A02G205700 -7.953543826 1.53209E-09 Down 3-ketoacyl-CoA synthase KCS
TraesCS7A02G206100 -2.278867816 0.000206848 Down 3-ketoacyl-CoA synthase KCS
TraesCS7B02G113200 -1.616125020 2.02048E-05 Down 3-ketoacyl-CoA synthase KCS
TraesCS6A02G177700 -1.448386589 8.60285E-12 Down 3-ketoacyl-CoA synthase KCS
TraesCS6B02G207000 -3.286252891 5.30387E-50 Down 3-ketoacyl-CoA synthase KCS
TraesCS6D02G166600 -3.676221923 4.17639E-51 Down 3-ketoacyl-CoA synthase KCS
TraesCS7B02G254900 -2.737547187 2.18094E-50 Down 3-ketoacyl-CoA synthase KCS
TraesCS7D02G350500 -3.225952257 2.07987E-30 Down 3-ketoacyl-CoA synthase KCS
TraesCS3A02G075100 1.045765218 0.000137211 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS6B02G373100 5.540807846 4.63743E-22 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS3A02G075500 5.736203743 1.8631E-27 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS3B02G089500 2.731387544 5.93826E-19 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS3B02G089600 7.196206868 1.98797E-14 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS3D02G075500 4.043778223 5.93877E-32 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS3D02G075600 5.722400469 2.04529E-18 Up Very-long-chain (3R)-3-hydroxyacyl-CoA dehydratase HCD
TraesCS7A02G278500 3.420890096 1.94122E-07 Up Fatty acyl-CoA reductase FAR
TraesCS1B02G402600 5.787124891 1.30424E-19 Up Fatty acyl-CoA reductase FAR
TraesCS3A02G014800 8.602623235 9.60398E-11 Up Fatty acyl-CoA reductase FAR
TraesCS3A02G014900 1.310317928 6.37186E-30 Up Fatty acyl-CoA reductase FAR
TraesCSU02G101300 2.435404624 5.30694E-06 Up Fatty acyl-CoA reductase FAR
TraesCS4A02G304400 -3.611496691 2.7181E-05 Down Fatty acyl-CoA reductase FAR
TraesCS4A02G388600 -2.765997264 1.62967E-25 Down Fatty acyl-CoA reductase FAR
TraesCS4B02G006800 -6.076862572 2.05241E-17 Down Fatty acyl-CoA reductase FAR
TraesCS4B02G010100 -4.820087287 9.98576E-05 Down Fatty acyl-CoA reductase FAR
基因编号
Gene ID
倍数变化
log2 (Fold Change)
较正后P
Padj
显著性Significant 相关功能
Related functions
基因符号
Gene symbol
TraesCS4B02G363100 -2.308515610 2.38184E-26 Down Fatty acyl-CoA reductase FAR
TraesCS4D02G008300 -5.163732416 8.12712E-09 Down Fatty acyl-CoA reductase FAR
TraesCS4D02G356300 -1.221776468 1.36062E-11 Down Fatty acyl-CoA reductase FAR
TraesCS5B02G238300 -3.634781009 1.80954E-13 Down Fatty acyl-CoA reductase FAR
TraesCS7D02G084700 -5.018268165 9.70129E-05 Down Fatty acyl-CoA reductase FAR
TraesCS5A02G186200 -1.274284532 6.65E-25 Down Fatty acid desaturase, putative CYTB5
TraesCS6D02G139700 -1.316973984 7.37E-17 Down Fatty acid hydroxylase superfamily CER3
TraesCS7B02G408900 -1.098001027 0.001550775 Down Fatty acid hydroxylase superfamily CER1
TraesCS7D02G488800 -2.219867140 1.01E-11 Down Fatty acid hydroxylase superfamily CER1
TraesCS1A02G150800 2.649798059 1.72E-13 Up Fatty acid hydroxylase superfamily CER1
TraesCS1B02G168400 5.922991840 3.49E-11 Up Fatty acid hydroxylase superfamily CER1
TraesCS5B02G219400 1.245192869 7.48E-11 Up Fatty acid hydroxylase superfamily CER1
TraesCS6B02G423900 6.897415994 9.62E-40 Up Fatty acid hydroxylase superfamily CER1
TraesCS1A02G150900 2.077005421 6.41E-88 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS1B02G168500 1.380075657 4.03E-35 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS2A02G385200 10.776613420 2.20E-17 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS2B02G402100 4.721003825 1.76E-62 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS2D02G381800 3.119567058 1.53E-10 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS2D02G381900 5.874114064 1.52E-35 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS6A02G384600 1.155171256 1.59E-12 Up Fatty acid hydroxylase superfamily protein CER1
TraesCS3B02G006700 1.848872969 4.59478E-40 Up O-acyltransferase WSD1 WSD1
TraesCS3B02G011800 1.737425505 3.93049E-21 Up O-acyltransferase WSD1 WSD1
TraesCS3B02G300200 9.254299292 2.30951E-12 Up O-acyltransferase WSD1 WSD1
TraesCS3B02G300300 3.640886633 0.029361692 Up O-acyltransferase WSD1 WSD1
TraesCS3D02G266900 4.272125701 0.048631502 Up O-acyltransferase WSD1 WSD1
TraesCS3D02G267000 2.477167555 0.000327098 Up O-acyltransferase WSD1 WSD1
TraesCS3D02G304900 1.025977042 7.61464E-14 Up O-acyltransferase WSD1 WSD1
TraesCS5B02G495000 2.790932718 0.000480538 Up O-acyltransferase WSD1 WSD1
TraesCS7D02G029000 4.123068357 6.84189E-66 Up O-acyltransferase WSD1 WSD1
TraesCS1D02G393500 -1.829048691 7.41419E-13 Down O-acyltransferase WSD1 WSD1
TraesCS2B02G007200 -1.479385821 0.013599363 Down O-acyltransferase WSD1 WSD1
TraesCS2D02G002200 -7.694959785 5.11215E-08 Down O-acyltransferase WSD1 WSD1
TraesCS5B02G322300 -2.303757568 3.71433E-15 Down O-acyltransferase WSD1 WSD1
TraesCS5D02G328700 -1.173482919 8.04625E-05 Down O-acyltransferase WSD1 WSD1
TraesCS5D02G329000 -2.199271294 9.26924E-12 Down O-acyltransferase WSD1 WSD1
TraesCS1A02G048700 -3.999360825 1.89244E-33 Down Lipid transfer protein LTP
TraesCS1B02G063800 -6.071084486 0.002379028 Down Lipid transfer protein LTP
TraesCS1D02G050000 -8.269069378 7.89995E-14 Down Lipid transfer protein LTP
TraesCS2A02G161600 -2.581595157 6.92853E-37 Down Lipid transfer protein LTP
TraesCS2A02G477600 -7.167418470 7.6607E-09 Down Lipid transfer protein LTP
TraesCS2A02G477700 -5.736333772 2.1409E-53 Down Lipid transfer protein LTP
TraesCS2A02G517200 -1.169382785 6.85066E-07 Down Lipid transfer protein LTP
TraesCS2B02G187600 -3.842135003 1.98758E-40 Down Lipid transfer protein LTP
TraesCS2B02G500900 -5.312215479 3.82549E-36 Down Lipid transfer protein LTP
基因编号
Gene ID
倍数变化
log2 (Fold Change)
较正后P
Padj
显著性Significant 相关功能
Related functions
基因符号
Gene symbol
TraesCS2B02G501000 -6.596344692 3.8964E-83 Down Lipid transfer protein LTP
TraesCS2D02G168700 -2.555532069 2.92226E-29 Down Lipid transfer protein LTP
TraesCS2D02G476800 -8.559782582 1.4862E-10 Down Lipid transfer protein LTP
TraesCS2D02G476900 -5.295332687 4.06775E-49 Down Lipid transfer protein LTP
TraesCS3A02G344700 -3.745939817 6.17742E-35 Down Lipid transfer protein LTP
TraesCS3B02G376700 -3.206527450 2.41672E-15 Down Lipid transfer protein LTP
TraesCS3D02G338300 -4.085066521 1.12935E-26 Down Lipid transfer protein LTP
TraesCS4A02G021300 -2.323662309 0.001057144 Down Lipid transfer protein LTP
TraesCS4A02G038400 -1.387839823 1.10958E-06 Down Lipid transfer protein LTP
TraesCS4A02G194400 -4.604075831 4.77977E-10 Down Lipid transfer protein LTP
TraesCS4B02G120900 -5.379202934 0.023309308 Down Lipid transfer protein LTP
TraesCS4B02G267300 -1.949879041 0.000426936 Down Lipid transfer protein LTP
TraesCS4B02G282200 -2.161421287 1.24332E-14 Down Lipid transfer protein LTP
TraesCS4B02G393300 -1.559354249 0.009560151 Down Lipid transfer protein LTP
TraesCS4D02G118900 -1.858288856 5.75927E-06 Down Lipid transfer protein LTP
TraesCS4D02G280900 -3.221299196 1.40689E-12 Down Lipid transfer protein LTP
TraesCS5A02G147400 -1.935611612 1.32023E-05 Down Lipid transfer protein LTP
TraesCS5A02G432900 -7.367425942 4.23266E-07 Down Lipid transfer protein LTP
TraesCS5A02G433100 -9.371150500 3.72285E-13 Down Lipid transfer protein LTP
TraesCS5A02G452600 -1.858547112 1.89141E-24 Down Lipid transfer protein LTP
TraesCS5A02G452700 -1.131362528 1.69075E-08 Down Lipid transfer protein LTP
TraesCS5B02G435600 -8.259476523 9.50207E-10 Down Lipid transfer protein LTP
TraesCS5B02G461500 -1.302576502 1.86092E-24 Down Lipid transfer protein LTP
TraesCS5B02G461600 -1.431433115 2.61807E-16 Down Lipid transfer protein LTP
TraesCS5B02G475500 -7.960226035 1.45875E-08 Down Lipid transfer protein LTP
TraesCS5B02G531200 -3.706582677 0.017098014 Down Lipid transfer protein LTP
TraesCS5D02G441000 -8.915256266 1.41401E-11 Down Lipid transfer protein LTP
TraesCS5D02G441100 -7.181789193 1.53221E-06 Down Lipid transfer protein LTP
TraesCS5D02G441300 -6.928025584 6.41884E-06 Down Lipid transfer protein LTP
TraesCS6A02G317403 -1.022388097 0.013458466 Down Lipid transfer protein LTP
TraesCS6B02G287900 -1.686686247 0.0001889 Down Lipid transfer protein LTP
TraesCS7B02G012800 -1.209198548 0.002039311 Down Lipid transfer protein LTP
TraesCS2A02G374100 2.016327129 4.05513E-42 Up ABC transporter G family member ABCG
TraesCS1A02G049600 1.929415020 2.82028E-53 Up ABC transporter G family member ABCG
TraesCS1D02G052000 1.336780895 1.55566E-26 Up ABC transporter G family member ABCG
TraesCS3A02G253700 3.222114018 5.61055E-06 Up ABC transporter G family member ABCG
TraesCS1B02G157900 1.402488596 0.003173131 Up ABC transporter G family-like ABCG
TraesCS4A02G032900 2.837976707 6.35819E-54 Up ABC transporter G family member ABCG
TraesCS4B02G272400 1.868495946 1.28131E-13 Up ABC transporter G family member ABCG
TraesCS4D02G271500 1.837221709 1.80192E-19 Up ABC transporter G family member ABCG
基因编号
Gene ID
倍数变化
log2 (Fold Change)
较正后P
Padj
显著性Significant 相关功能
Related functions
基因符号
Gene symbol
TraesCS5A02G249900 2.876220238 1.68877E-10 Up ABC transporter G family member ABCG
TraesCS5D02G257400 2.625663766 4.32492E-08 Up ABC transporter G family member ABCG
TraesCS5D02G551400 1.095936574 0.030956235 Up ABC transporter G family member ABCG
TraesCSU02G020100 1.559140871 7.14923E-26 Up ABC transporter G family member ABCG
TraesCS1A02G240500 -6.851488645 5.92353E-09 Down ABC transporter G family member ABCG
TraesCS1B02G252600 -3.029383117 6.83811E-18 Down ABC transporter G family member ABCG
TraesCS1D02G240600 -5.721995913 4.73081E-38 Down ABC transporter G family member ABCG
TraesCS2A02G574700 -5.053224917 1.66164E-56 Down ABC transporter G family member ABCG
TraesCS2B02G612200 -3.829770683 2.05699E-05 Down ABC transporter G family member ABCG
TraesCS2D02G585300 -4.601891609 1.09327E-54 Down ABC transporter G family member ABCG
TraesCS7A02G342000 -2.665683554 5.24071E-17 Down ABC transporter G family member ABCG
TraesCS7B02G240900 -3.320006268 1.62018E-18 Down ABC transporter G family member ABCG
TraesCS7D02G337600 -3.617121892 6.74189E-31 Down ABC transporter G family member ABCG
TraesCS4A02G103400 -10.068762360 1.88398E-15 Down ABC transporter G family member ABCG
TraesCS4B02G200600 -10.266524570 3.7264E-16 Down ABC transporter G family member ABCG
TraesCS4D02G201700 -10.695952710 1.12404E-17 Down ABC transporter G family member ABCG
TraesCS5D02G093600 -1.992772146 0.000108446 Down ABC transporter G family member ABCG

图6

突变体glossy1相对济麦22蜡质基因的转录变化 *: P < 0.05; **: P < 0.01; ***: P < 0.001。"

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