Cai Jiazhang, Mohsin Iqra, Rogers Willie, Zhang Mengrui, Jiang Lin, Malmberg Russell, Alabady Magdy
Department of Statistics, University of Georgia, Athens, GA, United States.
Department of Biology, University of Georgia, Athens, GA, United States.
Front Plant Sci. 2024 Oct 15;15:1445713. doi: 10.3389/fpls.2024.1445713. eCollection 2024.
provide an optimal system for deciphering the host-microbiome interactions at various levels. We analyzed the pitcher microbiomes and metatranscriptomes of the parental species, and F1 and F2 generations from the mapping population ( X ) utilizing high-throughput sequencing methods. This study aimed to examine the host influences on the microbiome structure and function and to identify the key microbiome traits. Our quality datasets included 8,892,553 full-length bacterial 16s rRNA gene sequences and 65,578 assembled metatranscripts with microbial protein annotations. The correlation network of the bacterial microbiome revealed the presence of 3-7 distinct community clusters, with 8 hub and 19 connector genera. The entire microbiome consisted of viruses, bacterial, archaea, and fungi. The richness and diversity of the microbiome varied among the parental species and offspring genotypes despite being under the same greenhouse environmental conditions. We have discovered certain microbial taxa that are genotype-enriched, including the community hub and connector genera. Nevertheless, there were no significant differences observed in the functional enrichment analysis of the metatranscriptomes across the different genotypes, suggesting a functional convergence of the microbiome. We found that the pitcher microcosm harbors both rhizosphere and phyllosphere microbiomes within its boundaries, resulting in a structurally diverse and functionally complex microbiome community. A total of 50,424 microbial metatranscripts were linked to plant growth-promoting microbial proteins. We show that this complex pitcher microbiome possesses various functions that contribute to plant growth promotion, such as biofertilization, bioremediation, phytohormone signaling, stress regulation, and immune response stimulation. Additionally, the pitcher microbiome exhibits traits related to microbe-microbe interactions, such as colonization of plant systems, biofilm formation, and microbial competitive exclusion. In summary, the demonstrated taxonomical divergence and functionally convergence of the pitcher microbiome are impacted by the host genetics, making it an excellent system for discovering novel beneficial microbiome traits.
提供一个用于解读宿主与微生物群在各个层面相互作用的优化系统。我们利用高通量测序方法分析了亲本物种以及来自作图群体(X)的F1和F2代的捕虫器微生物群和宏转录组。本研究旨在考察宿主对微生物群结构和功能的影响,并确定关键的微生物群特征。我们的高质量数据集包括8,892,553条全长细菌16s rRNA基因序列以及65,578条带有微生物蛋白质注释的组装宏转录本。细菌微生物群的相关网络显示存在3 - 7个不同的群落簇,有8个核心属和19个连接属。整个微生物群由病毒、细菌、古菌和真菌组成。尽管处于相同的温室环境条件下,但微生物群的丰富度和多样性在亲本物种和后代基因型之间存在差异。我们发现了某些基因型富集的微生物分类群,包括群落核心属和连接属。然而,在不同基因型的宏转录组功能富集分析中未观察到显著差异,这表明微生物群在功能上具有趋同性。我们发现捕虫器微观世界在其边界内同时包含根际和叶际微生物群,从而形成了一个结构多样且功能复杂的微生物群落。共有50,424条微生物宏转录本与促进植物生长的微生物蛋白质相关联。我们表明,这个复杂的捕虫器微生物群具有多种促进植物生长的功能,如生物施肥、生物修复、植物激素信号传导、应激调节和免疫反应刺激。此外,捕虫器微生物群还表现出与微生物 - 微生物相互作用相关联的特征,如在植物系统中的定殖、生物膜形成和微生物竞争排斥。总之,捕虫器微生物群所表现出的分类学差异和功能趋同性受宿主遗传学影响,使其成为发现新型有益微生物群特征的优良系统。