生物多样性 ›› 2025, Vol. 33 ›› Issue (9): 25131.  DOI: 10.17520/biods2025131

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包头南海湿地鲤科鱼类肠道菌群与宿主生理指标的相关性分析

王利利, 李珍, 杨昱萍, 刘利, 高丽   

  1. 包头师范学院生态环境学院,包头 014030
  • 收稿日期:2025-04-08 修回日期:2025-07-09 接受日期:2025-07-19 出版日期:2025-09-20
  • 通讯作者: 刘利

Correlation analysis between the gut bacteria and host physiological indices of Cyprinidae fishes in the Nanhai wetland of Baotou City

Lili Wang, Zhen Li, Yuping Yang, Li Liu*, Li Gao*   

  1. College of Ecology and Environment, Baotou Teacher’s College, Baotou 014030, China
  • Received:2025-04-08 Revised:2025-07-09 Accepted:2025-07-19 Online:2025-09-20
  • Contact: Li Liu

摘要: 包头南海湿地作为重要的生态区域,拥有丰富的鱼类资源。然而,目前针对该湿地鱼类种群动态的长期监测数据积累不足,相关生态学研究也较为匮乏。本研究以南海湿地 6 种常见鲤科鱼类(鲢、鳊、鳙、翘嘴鲌、鲫、团头鲂)为对象,采用高通量测序技术解析肠道菌群结构,结合宿主生长性能、抗氧化能力及食性生态类型特征,探究菌群与宿主生理的关联性。结果显示:(1)共获得1,051,137条有效序列,被鉴定为11,108个Operational Taxonomic Units (OTUs),属于37个门和1,005个属;(2)菌群组成分析显示6种鲤科鱼肠道中存在共同核心菌群,其中假单胞菌门(Pseudomonadota)、梭杆菌门(Fusobacteriota)和放线菌门(Actinomycetota)为共有优势菌门,鲸杆菌属(Cetobacterium)和罗氏菌属(Rothia)为共有优势菌属;(3)LEfSe分析揭示物种特异性菌群,如鲢肠道中蓝细菌门(Cyanobacteriota)显著富集,与其上层水体滤食性生态习性相关;有20个差异菌属,如鲢的甲基杆菌属(Methylobacterium)和甲基红杆菌属(Methylorubrum)、蓝藻类群,鳙的邻单胞菌属(Plesiomonas)及鲫的候选属Competibacter(Candidatus_Competibacter)等,它们均与宿主的生态分布密切相关;(4)菌群结构与宿主生理指标显著相关:肥满度(R²=0.731)和DPPH抗氧化指标(R²=0.700)是主要因子,并发现与生长、抗氧化及食性相关生物学特征的指示菌属,如与生长性能指标显著相关的有鞘氨醇单胞菌属(Sphingomonas)、噬冷菌属(Algoriphagus)和不动杆菌属(Acinetobacter);与抗氧化能力指标显著相关有弧菌属(Vibrio)、气单胞菌属(Aeromonas)和邻单胞菌属(Plesiomonas);与不同食性生态位特征显著相关的有海居菌属(Marivivens)、不动杆菌属(Acinetobacter)和候选属Competibacter(Candidatus_Competibacter)。上述结果显示,鲤科鱼类肠道中存在共有的核心菌群,推测这些核心菌群在短链脂肪酸生成、维生素合成及能量代谢过程中表现出功能保守性;而物种特异性的菌群可能通过协同调控宿主营养代谢、氧化应激反应及生长相关生理过程使宿主更好地适应特定环境;而物种特异性的菌群可能通过协同调控宿主营养代谢、氧化应激反应及生长相关生理过程使宿主更好地适应特定环境。相关研究结果为湿地鱼类资源管理和精准养殖提供了实验依据。

关键词: 鲤科, 肠道菌群, 生长性能, 抗氧化能力, 食性生态类型

Abstract

Aims: To investigate the gut bacterial community structure and diversity of six economically important cyprinid species (Hypophthalmichthys molitrix, Parabramis pekinensis, Aristichthys nobilis, Culter alburnus, Carassius auratus, Megalobrama amlycephala) in the Nanhai Wetland of Baotou. Specifically, this study aimed to explore correlations between gut bacteria and host growth performance, antioxidant capacity, and dietary niche to provide a theoretical basis for healthy aquaculture and disease prevention. 

Methods: High-throughput sequencing technology was employed to systematically analyze the gut bacteria across six cyprinid fish species. Additionally, we investigated their correlations with host growth performance, antioxidant capacity, and dietary niche. Key methods included: alpha diversity analysis, beta diversity analysis, and community composition analysis. Linear discriminant analysis effect size (LEfSe) was employed to identify significantly differential microbes across groups. Correlation analysis was conducted using redundancy analysis (RDA) and Spearman correlation heatmaps. 

Results: A total of 1,051,137 valid sequences were obtained, which were divided into 11,164 OTUs (Operational Taxonomic Units). Based on the minimum number of reads (45813) of all samples, 11108 OTUs were retained for subsequent statistical analysis, among which these OTUs belonged to 37 phyla and 1,005 genera. Microbial community composition analysis revealed that all six Cyprinidae fish species shared a core gut microbiota, with Pseudomonadota, Fusobacteriota, and Actinomycetota identified as the dominant phyla, while Cetobacterium and Rothia emerged as the dominant genera. The results suggest that Cyprinidae fish share a core gut microbiota, which is likely functionally conserved in processes such as short-chain fatty acid production, vitamin synthesis, and energy metabolism. Nevertheless, significant interspecific divergence was detected. There were significant differences among the gut bacterial structure of the six cyprinid fish species using the methods of principal coordinates analysis (PCoA) and permutational multivariate analysis of variance (PERMANOVA), indicating species-specific characteristics, meaning that the gut bacterial communities of different fish species possess unique compositional features. At the phylum level, LEfSe analysis identified significant enrichment of Cyanobacteriota in Hypophthalmichthys molitrix, consistent with its filter-feeding ecological habit in the upper water layer, reflecting host adaptation to specific food sources. At the genus level, 20 significantly differential bacterial genera were identified, such as Methylobacterium_Methylorubrum, Synechocystis sp. PCC 6803, and Cyanobium sp. PCC 6307 in Hypophthalmichthys molitrix; Plesiomonas in Aristichthys nobilis; and Candidatus_Competibacter in Carassius auratus, all of which are closely associated with host ecological habits. Moreover, the gut bacterial community structure was significantly correlated with host growth performance, antioxidant indicators, and dietary niche using correlation analysis. Specifically, growth-related parameters including condition factor (R²=0.731, p=0.001), sex (R²=0.595, p=0.002), age (R²=0.530, p=0.003), and viscerosomatic index (R²=0.453, p=0.013) sequentially exerted significant effects on gut bacterial structure, with four key bacterial genera (e.g., SphingomonasAlgoriphagus, and Acinetobacter) identified as critical correlates. In terms of antioxidant capacity, DPPH radical scavenging activity (R²=0.700, p=0.001) and H₂O₂ content (R²=0.690, p=0.001) were the primary determinants of microbial community composition, linked to ten functional genera, including VibrioAeromonas, and Plesiomonas. Meanwhile, six bacterial genera were identified as significantly associated with distinct feeding niches, including  MarivivensAcinetobacter, and Candidatus_Competibacter, were also identified. 

Conclusion: The results demonstrated that Cyprinidae fish shared a core gut microbiota, which exhibited functional conservation in fundamental metabolic processes, while species-specific bacteria synergistically regulated host nutrient metabolism, oxidative stress responses, and growth-related physiological processes to enhance their adaptation to specific environmental conditions. These findings provide a scientific experimental basis for wetland fish resource management and precision fish farming.

Key words: Cyprinidae, gut microbiota, growth performance, antioxidant capacity, dietary niche