Key Laboratory of the Ministry of Education for Coastal and Wetland Ecosystems, School of Life Sciences, Xiamen University, Xiamen, 361102, China.
Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, 519080, China.
Microbiome. 2023 Jun 24;11(1):139. doi: 10.1186/s40168-023-01583-1.
Keystone taxa are drivers of microbiome structure and functioning, which may play critical roles in microbiome-level responses to recalcitrant pollution and are a key to bioremediation. However, the characterization and manipulation of such taxa is a major challenge due to the complexity of microbial communities and rapid turnover in both time and space. Here, microcosms were set up with benzo[a]-pyrene (BaP) and/or nitrate based on C-rich, S-rich, and N-limited mangrove sediments as reductive experimental models to trigger and track the turnover of keystone taxa to address this challenge.
Based on microbial co-occurrence network analysis, two keystone taxa, Sulfurovum and Sulfurimonas, were found to exhibit significant role transitions in different microcosms, where these two taxa played nonkeystone roles with neutral relationships in in situ mangrove sediments. However, Sulfurimonas transitioned to be keystone taxa in nitrate-replenished microcosms and formed a keystone guild with Thioalkalispira. Sulfurovum stood out in BaP-added microcosms and mutualized in a densely polycyclic aromatic hydrocarbon (PAH)-degrader-centric keystone guild with Novosphingobium and Robiginitalea, where 63.25% of added BaP was removed. Under the occurrence of nitrate and BaP, they simultaneously played roles as keystone taxa in their respective guilds but exhibited significant competition. Comparative genomics and metagenome-assembled genome (MAG) analysis was then performed to reveal the metabolic potential of those keystone taxa and to empirically deduce their functional role in keystone guilds. Sulfurimonas possesses a better sense system and motility, indicative of its aggressive role in nitrate acquisition and conversion; Sulfurovum exhibited a better ability for oxidation resistance and transporting nutrients and electrons. High-efficiency thermal asymmetric interlaced polymerase reaction (hiTAIL-PCR) and enhanced green fluorescent protein (eGFP)-labeling approaches were employed to capture and label the BaP key degrader to further experimentally verify the roles of keystone taxa Sulfurovum in the keystone guilds. Observations of the enhancement in reactive oxygen species (ROS) removal, cell growth, and degradation efficiency by co-culture of isolated keystone taxa strains experimentally demonstrated that Sulfurovum contributes to the BaP degradative microbiome against BaP toxicity.
Our findings suggest that the combined use of co-occurrence network analysis, comparative genomics, and co-culture of captured keystone taxa (3C-strategy) in microbial communities whose structure is strongly shaped by changing environmental factors can characterize keystone taxa roles in keystone guilds and may provide targets for manipulation to improve the function of the microbiome. Video Abstract.
关键类群是微生物组结构和功能的驱动因素,它们可能在微生物组水平上对顽固性污染的反应中发挥关键作用,是生物修复的关键。然而,由于微生物群落的复杂性以及时间和空间上的快速变化,对这些类群的特征描述和操纵是一个主要挑战。在这里,根据富含 C、S 和 N 的红树林沉积物,建立了以苯并[a]芘(BaP)和/或硝酸盐为基础的微宇宙,作为还原实验模型,以触发和跟踪关键类群的更替,从而解决这一挑战。
基于微生物共现网络分析,发现 Sulfurovum 和 Sulfurimonas 两种关键类群在不同的微宇宙中表现出显著的角色转变,这两种类群在原位红树林沉积物中扮演着非关键角色,具有中性关系。然而,Sulfurimonas 在补充硝酸盐的微宇宙中转变为关键类群,并与 Thioalkalispira 形成一个关键菌群。Sulfurovum 在 BaP 添加的微宇宙中脱颖而出,并与 Novosphingobium 和 Robiginitalea 形成一个以多环芳烃(PAH)降解为中心的紧密共生关键菌群,其中 63.25%的添加 BaP 被去除。在硝酸盐和 BaP 的存在下,它们同时在各自的菌群中扮演关键类群的角色,但表现出明显的竞争。然后进行了比较基因组学和宏基因组组装基因组(MAG)分析,以揭示这些关键类群的代谢潜力,并从经验上推断它们在关键菌群中的功能作用。Sulfurimonas 具有更好的感应系统和运动能力,表明其在硝酸盐获取和转化过程中的积极作用;Sulfurovum 表现出更好的氧化抗性和运输营养物质和电子的能力。采用高效热不对称交错聚合酶链反应(hiTAIL-PCR)和增强型绿色荧光蛋白(eGFP)标记方法,捕获和标记 BaP 关键降解菌,进一步通过实验验证了关键菌群 Sulfurovum 在关键菌群中的作用。通过共培养分离的关键类群菌株观察到活性氧(ROS)去除、细胞生长和降解效率的增强,实验证明 Sulfurovum 有助于 BaP 降解微生物组抵御 BaP 毒性。
我们的研究结果表明,在结构受环境因素变化强烈影响的微生物群落中,结合使用共现网络分析、比较基因组学和捕获的关键类群共培养(3C 策略),可以描述关键类群在关键类群中的作用,并可能为改善微生物组功能提供操作目标。