Discovering of the transcriptional regulatory network involved in starch biosynthesis in sorghum grains

Starch is the most abundant accumulated substance in the grains of sorghum ( Sorghum bicolor ), the 5th most world-widely cultivated cereal crop, and is widely used by humans, especially in the direction of brewing in China. However, there are currently few reports on the starch biosynthesis regulatory mechanism in sorghum grains. Here, we employed RNA-seq and ATAC-seq strategies to discover the transcriptional regulation network responsible for starch biosynthesis in sorghum grains. Our results profiled all mRNAs in the sorghum grains at nine development stages covering the inflorescence, and grains from 3 to 30 days after pollination (DAP). Analysis of the gene sets determined temporal programs of gene expression, including thousands of transcription factor (TF) genes. We found a close correlation between the sequentially expressed gene sets and distinct cellular and metabolic programs of the developing grains. The cis -elements serving as binding sites of multiple TFs were identified via a comparative ATAC-seq assay. Cis -elements capable of binding TFs were also identified within the promoter regions of starch biosynthesis related genes (SBRGs). Moreover, the NAC family TF of SbNAC68 highly expressed in developing grains and demonstrated co-expression patterns with SBRGs. Furthermore, SbNAC68 was confirmed to bind to 5′-ACGCAA-3′, a typical motif of binding site for the TFs from NAC family, to affect the promotor activities of SBRGs and regulate their transcriptions. Collectively, through multiply omics strategies and the case dissection of SbNAC68, the present study provides molecular insights of transcriptional regulations into starch biosynthesis in sorghum grains. • Genome-wide genes and TFs in developing sorghum grains were correspondingly profiled via RNA-seq and ATAC-seq. • Numerous cis-elements within the promoter regions of starch biosynthesis related genes (SBRGs) and other genes that bind to multiple TFs were identified via a comparative ATAC-seq assay. • Case dissection of SbNAC68 discovered molecular insights of transcriptional regulations into starch biosynthesis in sorghum grains.

Authors

Institutions

Publication Details

Journal
Plant Diversity
Published
2025-12-01
DOI
https://doi.org/10.1016/j.pld.2025.11.006
Citations
1
Primary Topic
Genetic Mapping and Diversity in Plants and Animals
Type
article
Field-Weighted Citation Impact
1.82
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Discovering of the transcriptional regulatory network involved in starch biosynthesis in sorghum grains

Zhizhai Liu, Xiangling Gong, Hong Duan, Tingting Dai et al.
1 citations
Plant Diversity
Genetic Mapping and Diversity in Plants and Animals
1.82
article

Discovering of the transcriptional regulatory network involved in starch biosynthesis in sorghum grains

Zhizhai Liu, Xiangling Gong, Hong Duan, Tingting Dai, Jiuguang Wang, Min Yin, Hameed Gul, Wei Wei, Chaoxian Liu, Yi Zheng, Qianlin Xiao, Jing Li
article en
1 citations

Abstract

Starch is the most abundant accumulated substance in the grains of sorghum ( Sorghum bicolor ), the 5th most world-widely cultivated cereal crop, and is widely used by humans, especially in the direction of brewing in China. However, there are currently few reports on the starch biosynthesis regulatory mechanism in sorghum grains. Here, we employed RNA-seq and ATAC-seq strategies to discover the transcriptional regulation network responsible for starch biosynthesis in sorghum grains. Our results profiled all mRNAs in the sorghum grains at nine development stages covering the inflorescence, and grains from 3 to 30 days after pollination (DAP). Analysis of the gene sets determined temporal programs of gene expression, including thousands of transcription factor (TF) genes. We found a close correlation between the sequentially expressed gene sets and distinct cellular and metabolic programs of the developing grains. The cis -elements serving as binding sites of multiple TFs were identified via a comparative ATAC-seq assay. Cis -elements capable of binding TFs were also identified within the promoter regions of starch biosynthesis related genes (SBRGs). Moreover, the NAC family TF of SbNAC68 highly expressed in developing grains and demonstrated co-expression patterns with SBRGs. Furthermore, SbNAC68 was confirmed to bind to 5′-ACGCAA-3′, a typical motif of binding site for the TFs from NAC family, to affect the promotor activities of SBRGs and regulate their transcriptions. Collectively, through multiply omics strategies and the case dissection of SbNAC68, the present study provides molecular insights of transcriptional regulations into starch biosynthesis in sorghum grains. • Genome-wide genes and TFs in developing sorghum grains were correspondingly profiled via RNA-seq and ATAC-seq. • Numerous cis-elements within the promoter regions of starch biosynthesis related genes (SBRGs) and other genes that bind to multiple TFs were identified via a comparative ATAC-seq assay. • Case dissection of SbNAC68 discovered molecular insights of transcriptional regulations into starch biosynthesis in sorghum grains.

Plant Diversity
Southwest University (CN), Chongqing University (CN), Chongqing Academy of Agricultural Sciences (CN)
Openalex Percentile: Top 11%
Genetic Mapping and Diversity in Plants and Animals
1.82
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.