Development of wheat (Triticum aestivum L.) grain mainly depends on the processes of starch synthesis and storage protein accumulation, which are critical for grain yield and quality. However, the regulatory network underlying the transcriptional and physiological changes of grain development is still not clear. Here, we combined ATAC-seq and RNA-seq to discover the chromatin accessibility and gene expression dynamics during these processes. We found that the chromatin accessibility changes are tightly associated with differential transcriptomic expressions, and the proportion of distal ACRs was increased gradually during grain development. Specific transcription factor (TF) binding sites were enriched at different stages and were diversified among the 3 subgenomes. We further predicted the potential interactions between key TFs and genes related with starch and storage protein biosynthesis and found different copies of some key TFs played diversified roles. Overall, our findings have provided numerous resources and illustrated the regulatory network during wheat grain development, which would shed light on the improvement of wheat yields and qualities.
机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Whan, Alex
Dielen, Anne-Sophie
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CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Australian Natl Univ, Res Sch Biol, Canberra, ACT 0200, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Dielen, Anne-Sophie
Mieog, Jos
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机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Mieog, Jos
Bowerman, Andrew F.
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机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Australian Natl Univ, Res Sch Biol, Canberra, ACT 0200, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Bowerman, Andrew F.
Robinson, Hannah M.
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机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Australian Natl Univ, Res Sch Biol, Canberra, ACT 0200, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Robinson, Hannah M.
Byrne, Keren
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机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
CSIRO Anim Food & Hlth Sci, St Lucia, Qld, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Byrne, Keren
Colgrave, Michelle
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
CSIRO Anim Food & Hlth Sci, St Lucia, Qld, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Colgrave, Michelle
Larkin, Philip J.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
CSIRO Plant Ind, Canberra, ACT 2601, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Larkin, Philip J.
Howitt, Crispin A.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Howitt, Crispin A.
Morell, Matthew K.
论文数: 0引用数: 0
h-index: 0
机构:
CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
Morell, Matthew K.
Ral, Jean-Philippe
论文数: 0引用数: 0
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CSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, AustraliaCSIRO Food Futures Natl Res Flagship, Canberra, ACT 2601, Australia
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Shu, Muya
Hong, Danni
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, Fac Med & Life Sci, Sch Life Sci, State Key Lab Cellular Stress Biol, Xiamen 361102, Fujian, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Hong, Danni
Lin, Hongli
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, Fac Med & Life Sci, Sch Life Sci, State Key Lab Cellular Stress Biol, Xiamen 361102, Fujian, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Lin, Hongli
Zhang, Jixiang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Zhang, Jixiang
Luo, Zhengnan
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Neurosci, Ctr Excellence Brain Sci & Intelligence Technol, State Key Lab Neurosci, Shanghai 200031, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Luo, Zhengnan
Du, Yi
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Du, Yi
Sun, Zheng
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Sun, Zheng
Yin, Man
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Yin, Man
Yin, Yanyun
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Yin, Yanyun
Liu, Lifang
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, Fac Med & Life Sci, Sch Life Sci, State Key Lab Cellular Stress Biol, Xiamen 361102, Fujian, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Liu, Lifang
Bao, Shilai
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Bao, Shilai
Liu, Zhiyong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Neurosci, Ctr Excellence Brain Sci & Intelligence Technol, State Key Lab Neurosci, Shanghai 200031, Peoples R China
Univ Chinese Acad Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Liu, Zhiyong
Lu, Falong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Lu, Falong
Huang, Jialiang
论文数: 0引用数: 0
h-index: 0
机构:
Xiamen Univ, Fac Med & Life Sci, Sch Life Sci, State Key Lab Cellular Stress Biol, Xiamen 361102, Fujian, Peoples R China
Xiamen Univ, Natl Inst Data Sci Hlth & Med, Xiamen 361102, Fujian, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Huang, Jialiang
Dai, Jianwu
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
Univ Chinese Acad Sci, Beijing 100101, Peoples R ChinaChinese Acad Sci, Inst Genet & Dev Biol, State Key Lab Mol Dev Biol, Beijing 100101, Peoples R China
机构:
China Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Beijing Agr Univ, Anim Sci & Technol Coll, Beijing 100094, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Cao, Suying
Han, Jianyong
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Han, Jianyong
Wu, Jun
论文数: 0引用数: 0
h-index: 0
机构:
Novogene Bioinformat Inst, Beijing, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Wu, Jun
Li, Qiuyan
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Li, Qiuyan
Liu, Shichao
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Agr Univ, Coll Life Sci, Haerbin, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Liu, Shichao
Zhang, Wei
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Zhang, Wei
Pei, Yangli
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Pei, Yangli
Ruan, Xiaoan
论文数: 0引用数: 0
h-index: 0
机构:
Genome Inst Singapore, Singapore, SingaporeChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Ruan, Xiaoan
Liu, Zhonghua
论文数: 0引用数: 0
h-index: 0
机构:
Northeast Agr Univ, Coll Life Sci, Haerbin, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Liu, Zhonghua
Wang, Xumin
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Beijing Inst Genom, Beijing, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Wang, Xumin
Lim, Bing
论文数: 0引用数: 0
h-index: 0
机构:
Genome Inst Singapore, Singapore, SingaporeChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
Lim, Bing
Li, Ning
论文数: 0引用数: 0
h-index: 0
机构:
China Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R ChinaChina Agr Univ, Coll Biol Sci, State Key Labs Agrobiotechnol, Beijing 100094, Peoples R China
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Cao, Hui
He, Miao
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
He, Miao
Zhu, Chong
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Zhu, Chong
Yuan, Linlin
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Yuan, Linlin
Dong, Liwei
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Dong, Liwei
Bian, Yanwei
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Bian, Yanwei
Zhang, Wenying
论文数: 0引用数: 0
h-index: 0
机构:
Yangtze Univ, Hubei Collaborat Innovat Ctr Grain Ind, Jingzhou, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Zhang, Wenying
Yan, Yueming
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing, Peoples R China
Yangtze Univ, Hubei Collaborat Innovat Ctr Grain Ind, Jingzhou, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing, Peoples R China
机构:
Capital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Zhou, J.
Liu, W.
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Liu, W.
Han, C.
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Han, C.
Cao, H.
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Cao, H.
Xu, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Hubei Collaborat Innovat Ctr Grain Ind, Jingzhou 434025, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Xu, Y.
Zhang, W.
论文数: 0引用数: 0
h-index: 0
机构:
Hubei Collaborat Innovat Ctr Grain Ind, Jingzhou 434025, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Zhang, W.
Yan, Y.
论文数: 0引用数: 0
h-index: 0
机构:
Capital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China
Hubei Collaborat Innovat Ctr Grain Ind, Jingzhou 434025, Peoples R ChinaCapital Normal Univ, Coll Life Sci, Beijing 100048, Peoples R China