Zhang Jun, Zhao Ya-Zhou, Hou Meng-Shang, Tang Qi-He, Pang Yan-Tao, Li Xi-Jie, Xiong Jian, Zhao Chong-Hui, Huang Qi, Tian Shao-Jiang, Dong Zhi-Xiang, Liu Zhen-Xing, Guo Jun
Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, China.
State Key Laboratory of Resource Insects, Institute of Apicultural Research, Chinese Academy of Agricultural Sciences, Beijing, China.
Microbiol Spectr. 2025 Jul;13(7):e0253624. doi: 10.1128/spectrum.02536-24. Epub 2025 Jun 5.
Previous studies have found that gut microbiota and metabolites may be crucial in insect sexual maturation. For example, during sexual maturity, the increased dopamine in the drone's brain can affect its reproductive behavior, such as flight, mating, and so on. In addition, gut microbiota can affect brain functions such as learning and memory through metabolites. However, it is currently unclear about the changes in gut microbiota during drone sexual maturation and whether they can affect brain function through their metabolites. Thus, we analyzed gut microbiota and brain metabolome in drones during sexual maturation based on multi-omics and identified markers associated with sexual maturation. In addition, we also explored the potential correlation between differentially expressed microorganisms and metabolites before and after sexual maturation. The results showed significant changes in microbes (, , , and ), and metabolite pathways (glycerophospholipids), with substantial changes. and showed the most significant changes and therefore can be used as marker bacteria in the sexual maturation of drones. In addition, PS (16:0/20:1(11Z)), PE (P-18:0/20:4), and LysoPC (P-18:0/0:0) showed significant differences in the variation of substances, which can be used as markers related to memory in sexually mature drones. This suggests that the intestinal flora of sexually mature drones undergoes substantial changes and has a stronger glycerophospholipid metabolism. Furthermore, microbial-metabolite correlation analysis revealed that , , , and were strongly correlated with PC and PE in the glycerophospholipid metabolic pathway. Therefore, we hypothesize that these four species may affect drones' brain function by influencing glycerophospholipid metabolism, thereby affecting their learning and memory behavior. These findings provide new insights into the interactions between sexual maturation, gut microbes, and brain metabolism in drones.IMPORTANCELearning and memory are essential for drones to mate with the queen, for example, drones need to learn and memorize the sex pheromone of the queen through olfaction to find the queen for mating. However, research in this area is still limited. We investigated the factors affecting learning and memory behaviors in sexually mature drones by analyzing the gut microbiota and brain metabolites of drones of different ages. In this study, we explored the diversity of gut microbiota and changes in brain metabolism during sexual maturation in drones. Through a comprehensive analysis of gut microbiota and brain metabolism in drones, we found that gut microbiota may influence learning and memory in drones by regulating the content of glycerophospholipids in the brain. These findings provide valuable insights into the use of gut microbiota to regulate learning and memory in sexually mature drones and thereby enhance their mating rate with queens.
先前的研究发现,肠道微生物群和代谢产物可能在昆虫的性成熟过程中起关键作用。例如,在性成熟期间,雄蜂大脑中多巴胺的增加会影响其生殖行为,如飞行、交配等。此外,肠道微生物群可通过代谢产物影响学习和记忆等大脑功能。然而,目前尚不清楚雄蜂性成熟过程中肠道微生物群的变化情况,以及它们是否能通过代谢产物影响大脑功能。因此,我们基于多组学分析了雄蜂性成熟过程中的肠道微生物群和大脑代谢组,并确定了与性成熟相关的标志物。此外,我们还探讨了性成熟前后差异表达的微生物与代谢产物之间的潜在相关性。结果显示,微生物( 、 、 、 )和代谢产物途径(甘油磷脂)发生了显著变化。 和 的变化最为显著,因此可作为雄蜂性成熟的标志物细菌。此外,PS(16:0/20:1(11Z))、PE(P-18:0/20:4)和LysoPC(P-18:0/0:0)在物质变化上表现出显著差异,可作为与性成熟雄蜂记忆相关的标志物。这表明性成熟雄蜂的肠道菌群发生了显著变化,且具有更强的甘油磷脂代谢能力。此外,微生物-代谢产物相关性分析表明, 、 、 、 与甘油磷脂代谢途径中的PC和PE密切相关。因此,我们推测这四个物种可能通过影响甘油磷脂代谢来影响雄蜂的大脑功能,进而影响其学习和记忆行为。这些发现为雄蜂性成熟、肠道微生物群和大脑代谢之间的相互作用提供了新的见解。
重要性
学习和记忆对于雄蜂与蜂王交配至关重要,例如,雄蜂需要通过嗅觉学习和记忆蜂王的性信息素,以便找到蜂王进行交配。然而,该领域的研究仍然有限。我们通过分析不同年龄雄蜂的肠道微生物群和大脑代谢产物,研究了影响性成熟雄蜂学习和记忆行为的因素。在本研究中,我们探讨了雄蜂性成熟过程中肠道微生物群的多样性和大脑代谢的变化。通过对雄蜂肠道微生物群和大脑代谢的综合分析,我们发现肠道微生物群可能通过调节大脑中甘油磷脂的含量来影响雄蜂的学习和记忆。这些发现为利用肠道微生物群调节性成熟雄蜂的学习和记忆,从而提高其与蜂王的交配率提供了有价值的见解。