Integrated analysis of 16 S endophytic bacteria and non-targeted metabolomics reveals the drought response mechanisms of Portulaca Oleracea L

Drought is currently one of the biggest challenges facing global agricultural production. Purslane (Portulaca oleracea L.) has attracted widespread attention due to its exceptional drought resistance. However, the dynamics in endophytic bacterial communities and their synergistic response mechanisms with metabolites under drought stress in purslane remain poorly understood. The study systematically investigated the dynamic responses of endophytic bacterial communities and metabolites in purslane under drought stress and rehydration conditions through integrating 16 S rDNA sequencing and untargeted metabolomics. Results revealed that drought stress caused no significant changes in purslane’s endophytic bacterial community, whereas rehydration induced a marked restructuring of the microbiota. Co-expression network analysis identified Delftia and Stenotrophomonas were the key hub species in the drought and rehydration groups, respectively. Untargeted metabolomic analysis detected a total of 2,973 metabolites, primarily lipids, lipid-like molecules, and organic acids and their derivatives, which were significantly enriched in pathways such as phenylalanine biosynthesis, amino acid metabolism, and tyrosine metabolism. Integrated random forest modeling and Spearman correlation analysis revealed significant associations between differential bacterial genera and differential metabolites, with Stenotrophomonas showing particularly close links to multiple metabolites. Drought stress did not significantly change the endophytic bacterial community structure in purslane, while rehydration increased diversity and altered the dominant genera. Metabolite levels also shifted significantly under different water conditions. Strong links were found between endophytic bacteria and these metabolic changes. Together, these findings offer new insights into how microbial-metabolite interactions help purslane adapt to water stress.

Authors

Institutions

Publication Details

Journal
BMC Plant Biology
Published
2025-08-27
DOI
https://doi.org/10.1186/s12870-025-07181-7
Citations
2
Primary Topic
Antioxidants, Aging, Portulaca oleracea
Type
article
Field-Weighted Citation Impact
1.82

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrated analysis of 16 S endophytic bacteria and non-targeted metabolomics reveals the drought response mechanisms of Portulaca Oleracea L

Liu Liang, Xinyu Zhao, Jian Yan, Mengyun Xu et al.
2 citations
BMC Plant Biology
Antioxidants, Aging, Portulaca oleracea
1.82
article

Integrated analysis of 16 S endophytic bacteria and non-targeted metabolomics reveals the drought response mechanisms of Portulaca Oleracea L

Liu Liang, Xinyu Zhao, Jian Yan, Mengyun Xu, Ping Li, Jiahui Fang, Qi Shi
article en
2 citations

Abstract

Drought is currently one of the biggest challenges facing global agricultural production. Purslane (Portulaca oleracea L.) has attracted widespread attention due to its exceptional drought resistance. However, the dynamics in endophytic bacterial communities and their synergistic response mechanisms with metabolites under drought stress in purslane remain poorly understood. The study systematically investigated the dynamic responses of endophytic bacterial communities and metabolites in purslane under drought stress and rehydration conditions through integrating 16 S rDNA sequencing and untargeted metabolomics. Results revealed that drought stress caused no significant changes in purslane’s endophytic bacterial community, whereas rehydration induced a marked restructuring of the microbiota. Co-expression network analysis identified Delftia and Stenotrophomonas were the key hub species in the drought and rehydration groups, respectively. Untargeted metabolomic analysis detected a total of 2,973 metabolites, primarily lipids, lipid-like molecules, and organic acids and their derivatives, which were significantly enriched in pathways such as phenylalanine biosynthesis, amino acid metabolism, and tyrosine metabolism. Integrated random forest modeling and Spearman correlation analysis revealed significant associations between differential bacterial genera and differential metabolites, with Stenotrophomonas showing particularly close links to multiple metabolites. Drought stress did not significantly change the endophytic bacterial community structure in purslane, while rehydration increased diversity and altered the dominant genera. Metabolite levels also shifted significantly under different water conditions. Strong links were found between endophytic bacteria and these metabolic changes. Together, these findings offer new insights into how microbial-metabolite interactions help purslane adapt to water stress.

BMC Plant BiologyVol. 25(1)
South China Agricultural University (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 14%
Antioxidants, Aging, Portulaca oleracea
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.