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Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties
INTRODUCTION: Soybean adapts to phosphorus-deficient soils through three important phosphorus acquisition strategies, namely altered root conformation, exudation of carboxylic acids, and symbiosis with clumping mycorrhizal fungi. However, the trade-offs and regulatory mechanisms of these three phosp...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806128/ https://www.ncbi.nlm.nih.gov/pubmed/36600925 http://dx.doi.org/10.3389/fpls.2022.1080014 |
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author | Yang, Tongli Yang, Songhua Chen, Zhu Tan, Yuechen Bol, Roland Duan, Honglang He, Jin |
author_facet | Yang, Tongli Yang, Songhua Chen, Zhu Tan, Yuechen Bol, Roland Duan, Honglang He, Jin |
author_sort | Yang, Tongli |
collection | PubMed |
description | INTRODUCTION: Soybean adapts to phosphorus-deficient soils through three important phosphorus acquisition strategies, namely altered root conformation, exudation of carboxylic acids, and symbiosis with clumping mycorrhizal fungi. However, the trade-offs and regulatory mechanisms of these three phosphorus acquisition strategies in soybean have not been researched. METHODS: In this study, we investigated the responses of ten different soybean varieties to low soil phosphorus availability by determining biomass, phosphorus accumulation, root morphology, exudation, and mycorrhizal colonization rate. Furthermore, the molecular regulatory mechanisms underlying root phosphorus acquisition strategies were examined among varieties with different low-phosphorus tolerance using transcriptome sequencing and weighted gene co-expression network analysis. RESULTS AND DISCUSSION: The results showed that two types of phosphorus acquisition strategies—“outsourcing” and “do-it-yourself”—were employed by soybean varieties under low phosphorus availability. The “do-it-yourself” varieties, represented by QD11, Zh30, and Sd, obtained sufficient phosphorus by increasing their root surface area and secreting carboxylic acids. In contrast, the “outsourcing” varieties, represented by Zh301, Zh13, and Hc6, used increased symbiosis with mycorrhizae to obtain phosphorus owing to their large root diameters. Transcriptome analysis showed that the direction of acetyl-CoA metabolism could be the dividing line between the two strategies of soybean selection. ERF1 and WRKY1 may be involved in the regulation of phosphorus acquisition strategies for soybeans grown under low P environments. These findings will enhance our understanding of phosphorus acquisition strategies in soybeans. In addition, they will facilitate the development of breeding strategies that are more flexible to accommodate a variety of production scenarios in agriculture under low phosphorus environments. BACKGROUND: Association of gastric atrophy or cancer with levels of serum pepsinogens, gastrin-17 and anti-Helicobacter pylori IgG antibody have been extensively studied. However, the association of serum pepsinogen and gastrin-17 with H. pylori infection has not been studied in a large population. |
format | Online Article Text |
id | pubmed-9806128 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98061282023-01-03 Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties Yang, Tongli Yang, Songhua Chen, Zhu Tan, Yuechen Bol, Roland Duan, Honglang He, Jin Front Plant Sci Plant Science INTRODUCTION: Soybean adapts to phosphorus-deficient soils through three important phosphorus acquisition strategies, namely altered root conformation, exudation of carboxylic acids, and symbiosis with clumping mycorrhizal fungi. However, the trade-offs and regulatory mechanisms of these three phosphorus acquisition strategies in soybean have not been researched. METHODS: In this study, we investigated the responses of ten different soybean varieties to low soil phosphorus availability by determining biomass, phosphorus accumulation, root morphology, exudation, and mycorrhizal colonization rate. Furthermore, the molecular regulatory mechanisms underlying root phosphorus acquisition strategies were examined among varieties with different low-phosphorus tolerance using transcriptome sequencing and weighted gene co-expression network analysis. RESULTS AND DISCUSSION: The results showed that two types of phosphorus acquisition strategies—“outsourcing” and “do-it-yourself”—were employed by soybean varieties under low phosphorus availability. The “do-it-yourself” varieties, represented by QD11, Zh30, and Sd, obtained sufficient phosphorus by increasing their root surface area and secreting carboxylic acids. In contrast, the “outsourcing” varieties, represented by Zh301, Zh13, and Hc6, used increased symbiosis with mycorrhizae to obtain phosphorus owing to their large root diameters. Transcriptome analysis showed that the direction of acetyl-CoA metabolism could be the dividing line between the two strategies of soybean selection. ERF1 and WRKY1 may be involved in the regulation of phosphorus acquisition strategies for soybeans grown under low P environments. These findings will enhance our understanding of phosphorus acquisition strategies in soybeans. In addition, they will facilitate the development of breeding strategies that are more flexible to accommodate a variety of production scenarios in agriculture under low phosphorus environments. BACKGROUND: Association of gastric atrophy or cancer with levels of serum pepsinogens, gastrin-17 and anti-Helicobacter pylori IgG antibody have been extensively studied. However, the association of serum pepsinogen and gastrin-17 with H. pylori infection has not been studied in a large population. Frontiers Media S.A. 2022-12-19 /pmc/articles/PMC9806128/ /pubmed/36600925 http://dx.doi.org/10.3389/fpls.2022.1080014 Text en Copyright © 2022 Yang, Yang, Chen, Tan, Bol, Duan and He 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 | Plant Science Yang, Tongli Yang, Songhua Chen, Zhu Tan, Yuechen Bol, Roland Duan, Honglang He, Jin Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
title | Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
title_full | Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
title_fullStr | Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
title_full_unstemmed | Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
title_short | Global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
title_sort | global transcriptomic analysis reveals candidate genes associated with different phosphorus acquisition strategies among soybean varieties |
topic | Plant Science |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9806128/ https://www.ncbi.nlm.nih.gov/pubmed/36600925 http://dx.doi.org/10.3389/fpls.2022.1080014 |
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