橡胶林下砂仁果实代谢物及其与根际土壤理化性质和微生物的相关分析

Analysis of metabolites of Amomum villosum fruits and their correlation with the rhizospheric soil physicochemical properties and microorganisms under rubber plantations

  • 摘要: 【目的】 研究橡胶林下不同生长年份砂仁果实代谢物及其与根际土壤理化性质和根际微生物的相关性,为橡胶林下不同生长年份砂仁的药效评价及砂仁代谢物资源的挖掘与利用提供理论依据。【方法】 采用气相色谱仪结合飞行时间质谱仪(GC-TOF-MS)检测不同生长年份(3、4、5和6年)砂仁果实样品(SR3、SR4、SR5和SR6)中的代谢物含量,分析橡胶林下不同生长年份砂仁果实样品两两比较和多组比较中的差异代谢物,筛选显著差异代谢物并进行KEGG代谢通路富集分析,筛选极显著富集的KEGG代谢通路。对极显著差异代谢物之间及根际土壤理化性质指标和根际微生物群落优势门与极显著差异代谢物之间进行相关分析。【结果】 在不同生长年份的砂仁果实中共鉴定出261种代谢物。在SR4 vs SR3组、SR5 vs SR3组、SR6 vs SR3组、SR4 vs SR5组、SR4 vs SR6组和SR5 vs SR6组分别鉴定出13、54、49、54、40和5种显著差异代谢物。SR5 vs SR3组和SR4 vs SR5组的显著差异代谢物数量最多(54种)。SR4 vs SR5组中上调的显著差异代谢物最多(34种)。在62条代谢通路中最终筛选获得5条极显著富集的代谢通路(P<0.001),P最小的代谢通路为ABC转运蛋白通路,其次为类黄酮的生物合成代谢通路。相关分析结果显示,大部分极显著差异代谢物之间存在着较强的相关性,除速效钾含量与所有极显著差异代谢物均无显著相关(P>0.05,下同)外,其他砂仁根际土壤理化性质指标与17种极显著差异代谢物间相关性较强。5个优势细菌门中,变形菌门与棉子糖呈显著负相关(P<0.05,下同);放线菌门与丙酮醇呈显著正相关。在5个优势真菌门中,接合菌门与葡庚糖酸呈显著正相关,球囊菌门与绝大多数极显著差异代谢物之间相关性较强。【结论】 在橡胶林下不同生长年份砂仁果实样品多组比较中共筛选出17种极显著差异代谢物,一些代谢物(如丙酮醇、棉子糖和L-赖氨酸等)的含量可能受砂仁根际土壤理化性质和根际土壤微生物群落的影响。

     

    Abstract: 【Objective】 This study aimed to characterize the metabolite in Amomum villosum fruits at different growth years under rubber plantations and to examine their correlations with rhizosphere soil physicochemical properties and rhizosphere microbial communities, so as to provide a theoretical basis for the pharmacological evaluation of Amomum villosum at different growth years and for the exploitation and utilization of its metabolite resources. 【Method】 Fruit samples of Amomum villosum harvested at four different ages (3-,4-,5-, and 6-year old) were labeled (SR3, SR4, SR5, and SR6), and their metabolite content was determined using gas chromatography coupled with time-of-flight mass spectrome-try (GC-TOF-MS). Pairwise and multi-group comparisons were performed to analyze the differential metabolites in Amomum villosum fruits at different growth years under rubber plantations, and significant differential metabolites were identified for KEGG metabolic pathway enrichment analysis, through which pathways of extremely significant enrichment were identified. Correlation analyses were conducted between extremely significant differential metabolites and the physicochemical properties of the rhizosphere soil, as well as between the dominant microbial phyla in the rhizosphere and the extremely significant differential metabolites. 【Result】 A total of 261 metabolites were identified from Amomum villosum fruit samples. The numbers of significant different metabolites detected in the pairwise comparison groups were as follows: SR4 vs SR3 (13), SR5 vs SR3 (54), SR6 vs SR3 (49), SR4 vs SR5 (54), SR4 vs SR6 (40), and SR5 vs SR6 (5). The SR5 vs SR3 and SR4 vs SR5 comparison groups each yielded the highest count of significant differential metabolites (54). In the SR4 vs SR5 comparison group, up-regulated metabolites predominated (34). Of the 62 metabolic pathways, 5 were identified as extremely significant enrichment pathways (P<0.001); the lowest P values were found in the metabolic pathway of ABC transporter proteins pathway, and followed by the flavonoid biosynthesis pathway. Correlation analysis revealed strong correlations among most of the extremely significant differential metabolites, except for available potassium content that showed no significant correlation with any metabolite (P>0.05, the same below), and the rest rhizospheric soil physicochemical properties showed strong correlations with seventeen extremely significant differential metabolites. Among the five dominant bacterial phyla, Proteobacteria had a significantly negative correlation with raffinose (P<0.05, the same below); Actinobacteria had a significantly positive correlation with acetol. Within the five dominant fungal phyla, Zygomycota had a significantly positive correlation with glucoheptonic acid, and Glomeromycota exhibited strong correlations with the majority of the extremely significant differential metabolites. 【Conclusion】 Seventeen extremely significant differential metabolites are identified from comparison groups of Amomum villosum fruits at diffe-rent growth years under rubber plantations, suggesting that contents of some metabolites such as acetol, raffinose, and lysine may be influenced by rhizosphere soil physicochemical properties and microbial communities.

     

/

返回文章
返回