Cargando…
Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean
The number of four-seed pods is one of the most important agronomic traits affected by gene and environment that can potentially improve soybean (Glycine max) yield. However, the gene regulatory network that affects the ratio of four-seed pod (the ratio of the number of four-seed pods to the total n...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440838/ https://www.ncbi.nlm.nih.gov/pubmed/34539747 http://dx.doi.org/10.3389/fgene.2021.717770 |
_version_ | 1783752749152731136 |
---|---|
author | Fang, Ting Bai, Yiwei Huang, Wenxuan Wu, Yueying Yuan, Zhihui Luan, Xiaoyan Liu, Xinlei Sun, Lianjun |
author_facet | Fang, Ting Bai, Yiwei Huang, Wenxuan Wu, Yueying Yuan, Zhihui Luan, Xiaoyan Liu, Xinlei Sun, Lianjun |
author_sort | Fang, Ting |
collection | PubMed |
description | The number of four-seed pods is one of the most important agronomic traits affected by gene and environment that can potentially improve soybean (Glycine max) yield. However, the gene regulatory network that affects the ratio of four-seed pod (the ratio of the number of four-seed pods to the total number of pods in each individual plant) is yet unclear. Here, we performed bulked segregant RNA sequencing (BSR-seq) on a series of recombinant inbred lines (RILs) derived from hybrid progenies between Heinong 48 (HN48), a cultivar with a high ratio of four-seed pod, and Henong 64 (HN64), a cultivar with a low ratio of four-seed pod. Two tissues, flower bud and young pod, at two different growth stages, R1 and R3, were analyzed under the ratios of four-seed pod at less than 10% and greater than 30%, respectively. To identify the potential gene regulation pathways associated with the ratio of soybean four-seed pod, we performed differentially expressed analysis on the four bulked groups. A differentially expressed gene (DEG) encoding a photosystem II 5-kDa protein had the function of participating in the energy conversion of photosynthesis. In addition, 79 common DEGs were identified at different developmental stages and under different ratios of four-seed pod. Among them, four genes encoding calcium-binding proteins and a WRKY transcription factor were enriched in the plant–pathogen interaction pathway, and they showed a high level of expression in roots. Moreover, 10 DEGs were identified in the reported quantitative trait locus (QTL) interval of four-seed pod, and two of them were significantly enriched in the pentose and glucuronate interconversion pathway. These findings provide basic insights into the understanding of the underlying gene regulatory network affected by specific environment and lay the foundation for identifying the targets that affect the ratio of four-seed pod in soybean. |
format | Online Article Text |
id | pubmed-8440838 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84408382021-09-16 Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean Fang, Ting Bai, Yiwei Huang, Wenxuan Wu, Yueying Yuan, Zhihui Luan, Xiaoyan Liu, Xinlei Sun, Lianjun Front Genet Genetics The number of four-seed pods is one of the most important agronomic traits affected by gene and environment that can potentially improve soybean (Glycine max) yield. However, the gene regulatory network that affects the ratio of four-seed pod (the ratio of the number of four-seed pods to the total number of pods in each individual plant) is yet unclear. Here, we performed bulked segregant RNA sequencing (BSR-seq) on a series of recombinant inbred lines (RILs) derived from hybrid progenies between Heinong 48 (HN48), a cultivar with a high ratio of four-seed pod, and Henong 64 (HN64), a cultivar with a low ratio of four-seed pod. Two tissues, flower bud and young pod, at two different growth stages, R1 and R3, were analyzed under the ratios of four-seed pod at less than 10% and greater than 30%, respectively. To identify the potential gene regulation pathways associated with the ratio of soybean four-seed pod, we performed differentially expressed analysis on the four bulked groups. A differentially expressed gene (DEG) encoding a photosystem II 5-kDa protein had the function of participating in the energy conversion of photosynthesis. In addition, 79 common DEGs were identified at different developmental stages and under different ratios of four-seed pod. Among them, four genes encoding calcium-binding proteins and a WRKY transcription factor were enriched in the plant–pathogen interaction pathway, and they showed a high level of expression in roots. Moreover, 10 DEGs were identified in the reported quantitative trait locus (QTL) interval of four-seed pod, and two of them were significantly enriched in the pentose and glucuronate interconversion pathway. These findings provide basic insights into the understanding of the underlying gene regulatory network affected by specific environment and lay the foundation for identifying the targets that affect the ratio of four-seed pod in soybean. Frontiers Media S.A. 2021-09-01 /pmc/articles/PMC8440838/ /pubmed/34539747 http://dx.doi.org/10.3389/fgene.2021.717770 Text en Copyright © 2021 Fang, Bai, Huang, Wu, Yuan, Luan, Liu and Sun. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Fang, Ting Bai, Yiwei Huang, Wenxuan Wu, Yueying Yuan, Zhihui Luan, Xiaoyan Liu, Xinlei Sun, Lianjun Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean |
title | Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean |
title_full | Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean |
title_fullStr | Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean |
title_full_unstemmed | Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean |
title_short | Identification of Potential Gene Regulatory Pathways Affecting the Ratio of Four-Seed Pod in Soybean |
title_sort | identification of potential gene regulatory pathways affecting the ratio of four-seed pod in soybean |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8440838/ https://www.ncbi.nlm.nih.gov/pubmed/34539747 http://dx.doi.org/10.3389/fgene.2021.717770 |
work_keys_str_mv | AT fangting identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT baiyiwei identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT huangwenxuan identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT wuyueying identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT yuanzhihui identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT luanxiaoyan identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT liuxinlei identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean AT sunlianjun identificationofpotentialgeneregulatorypathwaysaffectingtheratiooffourseedpodinsoybean |