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    基于分子生态网络的雪茄养护品质与微生物相关性研究

    Correlation between Cigar Maintenance Quality and Microorganisms Based on Molecular Ecological Network

    • 摘要: 为探讨雪茄烟支在养护过程中的关键微生物类群及其相互作用对感官品质的潜在影响,基于微生物高通量测序和分子生态网络相结合的方法,探讨32 d养护过程中雪茄的微生物群落变化及其与化学成分和感官品质的内在关系。结果表明,与养护前(0 d)相比,细菌和真菌群落在养护过程中的Chao1指数和Shannon指数均呈先下降后升高趋势且16 d为谷值,细菌群落结构在不同时间节点之间存在显著差异;在细菌属水平上葡萄球菌属(Staphylococcus)的相对丰度最高,链格孢菌属(Alternaria)和曲霉菌属(Aspergillus)是真菌的优势菌属。分子生态网络及凝聚力分析表明,养护后(32 d)的雪茄微生物物种间关系趋于复杂,网络规模变大;但在16 d微生物群落竞争作用显著增强,导致网络规模变小且抗干扰能力减弱。相关性分析表明,与雪茄烟支品质提升相关的有益菌属为葡萄球菌属、曲霉菌属和节担菌属(Wallemia);与雪茄烟支品质下降相关的有害菌属为棒状杆菌属(Corynebacterium)和气球菌属(Aerococcus)。由结构方程模型结果推测,雪茄养护过程中,微生物群落相互作用增强不利于有益菌属富集,有益菌属与有害菌属存在竞争关系。

       

      Abstract: To examine the potential impacts of key microbial taxa and their interactions on the sensory quality of cigar during maintenance, we analyzed the alterations in the microbial community and their intrinsic correlation with the chemical composition and sensory quality of cigars over a 32-day maintenance period, utilizing a combination of microbial high-throughput sequencing and molecular ecological networks. The results indicated that, relative to the pre-maintenance period (0 d), the Chao1 index and Shannon index of bacterial and fungal communities exhibited a declining tendency followed by an increase during the maintenance process, with the minimum value observed at 16 d. The composition of bacterial communities varied markedly across different time intervals; Staphylococcus had the highest relative abundance at the genus level, while Alternaria and Aspergillus were the predominant fungal species. Molecular ecological network and cohesion analyses indicated that the interrelations among microbial species in the post-maintenance period (32 d) grew more intricate, resulting in an expanded network size. Conversely, at 16 d, the network size diminished and exhibited reduced resilience to disturbances, attributable to a marked escalation in microbial community competition. Correlation analyses indicated that the advantageous genera linked to the enhancement of cigar quality were Staphylococcus, Aspergillus and Wallemia, whereas the detrimental genera related with the decline in cigar quality were Corynebacterium and Aerococcus. Structural equation modeling results indicated that enhanced microbial community interactions did not promote the enrichment of beneficial genera, and a competitive relationship existed between beneficial and detrimental genera during cigar maintenance.

       

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