
生物多样性 ›› 2025, Vol. 33 ›› Issue (11): 25131. DOI: 10.17520/biods.2025131 cstr: 32101.14.biods.2025131
王利利(
), 李珍, 杨昱萍, 刘利*(
), 高丽*(
)(
)
收稿日期:2025-04-07
接受日期:2025-07-11
出版日期:2025-11-20
发布日期:2025-12-22
通讯作者:
刘利,高丽
基金资助:
Lili Wang(
), Zhen Li, Yuping Yang, Li Liu*(
), Li Gao*(
)(
)
Received:2025-04-07
Accepted:2025-07-11
Online:2025-11-20
Published:2025-12-22
Contact:
Li Liu, Li Gao
Supported by: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(Hypophthalmichthys molitrix)、鳊(Parabramis pekinensis)、鳙(Aristichthys nobilis)、翘嘴鲌(Culter alburnus)、鲫(Carassius auratus)和团头鲂(Megalobrama amblycephala)为对象, 采用高通量测序技术解析其肠道菌群结构, 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, 标准化处理后被鉴定为11,108个操作分类单元(operational taxonomic units, OTUs), 属于37门1,005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、梭杆菌门和放线菌门为共有优势菌门, 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(Methylobacterium_Methylorubrum)、蓝藻类群, 鳙的邻单胞菌属(Plesiomonas)及鲫的候选竞争杆状菌(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2,2-二苯基-1-苦基肼基(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差异菌属, 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的有弧菌属(Vibrio)、气单胞菌属(Aeromonas)和邻单胞菌属; 与不同食性生态位特征显著相关的有海居菌属(Marivivens)、不动杆菌属和候选竞争杆状菌。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。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。
王利利, 李珍, 杨昱萍, 刘利, 高丽 (2025) 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. 生物多样性, 33, 25131. DOI: 10.17520/biods.2025131.
Lili Wang, Zhen Li, Yuping Yang, Li Liu, Li Gao (2025) Correlation between the gut bacteria and host physiological indices of Cyprinidae fish species in the Nanhai Wetland of Baotou City. Biodiversity Science, 33, 25131. DOI: 10.17520/biods.2025131.
| 编号 Code | 物种名 Species name | 分类地位 Taxonomy | 食性生态类型 Dietary niche type | 参考文献 References |
|---|---|---|---|---|
| LY1-LY3 | 鲢 Hypophthalmichthys molitrix | 鲢属 Hypophthalmichthys | 滤食性(浮游植物) Filter-feeding (phytoplankton) | 赵志刚, |
| BY1-BY3 | 鳊 Parabramis pekinensis | 鳊属 Parabramis | 草食性 Herbivory | 宋文, |
| YY1-YY3 | 鳙 Aristichthys nobilis | 鳙属 Aristichthys | 滤食性(浮游动物) Filter-feeding (zooplankton) | 赵志刚, |
| QZB1-QZB3 | 翘嘴鲌 Culter alburnus | 鲌属 Culter | 肉食性 Carnivory | 王伟, |
| JY1-JY3 | 鲫 Carassius auratus | 鲫属 Carassius | 杂食性 Omnivory | 黄业辉, 2020②(②黄业辉 (2020) 鲫(Carassius auratus)对浅水水体水质的影响: 中型系统实验. 硕士学位论文, 暨南大学, 广州.) |
| TTF1-TTF3 | 团头鲂 Megalobrama amblycephala | 鲂属 Megalobrama | 草食性 Herbivory | 宋文, |
表1 包头南海湿地6种鲤科鱼分类与食性生态类型特征
Table 1 Classification and dietary niche type of six Cyprinidae fish species in Nanhai Wetland of Baotou City
| 编号 Code | 物种名 Species name | 分类地位 Taxonomy | 食性生态类型 Dietary niche type | 参考文献 References |
|---|---|---|---|---|
| LY1-LY3 | 鲢 Hypophthalmichthys molitrix | 鲢属 Hypophthalmichthys | 滤食性(浮游植物) Filter-feeding (phytoplankton) | 赵志刚, |
| BY1-BY3 | 鳊 Parabramis pekinensis | 鳊属 Parabramis | 草食性 Herbivory | 宋文, |
| YY1-YY3 | 鳙 Aristichthys nobilis | 鳙属 Aristichthys | 滤食性(浮游动物) Filter-feeding (zooplankton) | 赵志刚, |
| QZB1-QZB3 | 翘嘴鲌 Culter alburnus | 鲌属 Culter | 肉食性 Carnivory | 王伟, |
| JY1-JY3 | 鲫 Carassius auratus | 鲫属 Carassius | 杂食性 Omnivory | 黄业辉, 2020②(②黄业辉 (2020) 鲫(Carassius auratus)对浅水水体水质的影响: 中型系统实验. 硕士学位论文, 暨南大学, 广州.) |
| TTF1-TTF3 | 团头鲂 Megalobrama amblycephala | 鲂属 Megalobrama | 草食性 Herbivory | 宋文, |
| 编号 Code | 全长 Total length (mm) | 体长 Body length (mm) | 体质量 Body mass (g) | 内脏质量 Viscera mass (g) | 脏体比 Viscerosomatic index (VSI, %) | 肥满度 Condition factor (CF, %) | 年龄 Age | 性别 Sex | 性腺发育期 Gonad stage | 肠管充塞度 Intestine fullness | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ♂ | ♀ | I | II | III | IV | V | VI | 0 | I | III | III | IV | V | ||||||||
| LY1 | 390 | 331 | 570 | 40 | 7.02 | 1.57 | 1 | 1 | 1 | 1 | |||||||||||
| LY2 | 453 | 378 | 790 | 50 | 6.33 | 1.46 | 2 | 1 | 1 | 1 | |||||||||||
| LY3 | 420 | 350 | 710 | 90 | 12.68 | 1.66 | 3 | 1 | 1 | 1 | |||||||||||
| BY1 | 269 | 218 | 180 | 10 | 5.56 | 1.74 | 1 | 1 | 1 | 1 | |||||||||||
| BY2 | 240 | 196 | 120 | 10 | 8.33 | 1.59 | 1 | 1 | 1 | 1 | |||||||||||
| BY3 | 247 | 205 | 100 | 30 | 30.00 | 1.16 | 1 | 1 | 1 | 1 | |||||||||||
| YY1 | 601 | 515 | 2,690 | 270 | 10.04 | 1.97 | 3 | 1 | 1 | 1 | |||||||||||
| YY2 | 450 | 379 | 990 | 80 | 8.08 | 1.82 | 2 | 1 | 1 | 1 | |||||||||||
| YY3 | 451 | 359 | 820 | 50 | 6.10 | 1.77 | 1 | 1 | 1 | 1 | |||||||||||
| JY1 | 200 | 163 | 110 | 10 | 9.09 | 2.54 | 4 | 1 | 1 | 1 | |||||||||||
| JY2 | 160 | 125 | 50 | 20 | 40.00 | 2.56 | 3 | 1 | 1 | 1 | |||||||||||
| JY3 | 110 | 90 | 20 | 5 | 25.00 | 2.74 | 3 | 1 | 1 | 1 | |||||||||||
| QZB1 | 340 | 290 | 260 | 50 | 19.23 | 1.07 | 1 | 1 | 1 | 1 | |||||||||||
| QZB2 | 246 | 200 | 140 | 10 | 7.14 | 1.75 | 2 | 1 | 1 | 1 | |||||||||||
| QZB3 | 208 | 182 | 70 | 10 | 14.29 | 1.16 | 1 | 1 | 1 | 1 | |||||||||||
| TTF1 | 336 | 275 | 360 | 50 | 13.89 | 1.73 | 4 | 1 | 1 | 1 | |||||||||||
| TTF2 | 116 | 98 | 250 | 40 | 16.00 | 1.64 | 3 | 1 | 1 | 1 | |||||||||||
| TTF3 | 283 | 236 | 210 | 20 | 9.52 | 1.60 | 2 | 1 | 1 | 1 | |||||||||||
表2 包头南海湿地6种鲤科鱼生物学特征汇总
Table 2 Biological characteristics of six Cyprinidae fish species in Nanhai Wetland of Baotou City
| 编号 Code | 全长 Total length (mm) | 体长 Body length (mm) | 体质量 Body mass (g) | 内脏质量 Viscera mass (g) | 脏体比 Viscerosomatic index (VSI, %) | 肥满度 Condition factor (CF, %) | 年龄 Age | 性别 Sex | 性腺发育期 Gonad stage | 肠管充塞度 Intestine fullness | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ♂ | ♀ | I | II | III | IV | V | VI | 0 | I | III | III | IV | V | ||||||||
| LY1 | 390 | 331 | 570 | 40 | 7.02 | 1.57 | 1 | 1 | 1 | 1 | |||||||||||
| LY2 | 453 | 378 | 790 | 50 | 6.33 | 1.46 | 2 | 1 | 1 | 1 | |||||||||||
| LY3 | 420 | 350 | 710 | 90 | 12.68 | 1.66 | 3 | 1 | 1 | 1 | |||||||||||
| BY1 | 269 | 218 | 180 | 10 | 5.56 | 1.74 | 1 | 1 | 1 | 1 | |||||||||||
| BY2 | 240 | 196 | 120 | 10 | 8.33 | 1.59 | 1 | 1 | 1 | 1 | |||||||||||
| BY3 | 247 | 205 | 100 | 30 | 30.00 | 1.16 | 1 | 1 | 1 | 1 | |||||||||||
| YY1 | 601 | 515 | 2,690 | 270 | 10.04 | 1.97 | 3 | 1 | 1 | 1 | |||||||||||
| YY2 | 450 | 379 | 990 | 80 | 8.08 | 1.82 | 2 | 1 | 1 | 1 | |||||||||||
| YY3 | 451 | 359 | 820 | 50 | 6.10 | 1.77 | 1 | 1 | 1 | 1 | |||||||||||
| JY1 | 200 | 163 | 110 | 10 | 9.09 | 2.54 | 4 | 1 | 1 | 1 | |||||||||||
| JY2 | 160 | 125 | 50 | 20 | 40.00 | 2.56 | 3 | 1 | 1 | 1 | |||||||||||
| JY3 | 110 | 90 | 20 | 5 | 25.00 | 2.74 | 3 | 1 | 1 | 1 | |||||||||||
| QZB1 | 340 | 290 | 260 | 50 | 19.23 | 1.07 | 1 | 1 | 1 | 1 | |||||||||||
| QZB2 | 246 | 200 | 140 | 10 | 7.14 | 1.75 | 2 | 1 | 1 | 1 | |||||||||||
| QZB3 | 208 | 182 | 70 | 10 | 14.29 | 1.16 | 1 | 1 | 1 | 1 | |||||||||||
| TTF1 | 336 | 275 | 360 | 50 | 13.89 | 1.73 | 4 | 1 | 1 | 1 | |||||||||||
| TTF2 | 116 | 98 | 250 | 40 | 16.00 | 1.64 | 3 | 1 | 1 | 1 | |||||||||||
| TTF3 | 283 | 236 | 210 | 20 | 9.52 | 1.60 | 2 | 1 | 1 | 1 | |||||||||||
图1 鲤科6种鱼肠道组织的抗氧化能力差异比较。(a)总抗氧化能力(T-AOC); (b) 2,2-二苯基-1-苦基肼基(DPPH)自由基清除率; (c)过氧化氢(H2O2)含量。LY: 鲢; BY: 鳊; YY: 鳙; JY: 鲫; QZB: 翘嘴鲌; TTF: 团头鲂。
Fig. 1 Comparison of antioxidant capacity in intestinal tissues of six cyprinid fish species. (a) Total antioxidant capacity (T-AOC); (b) 2,2-Diphenyl-1-picrylhydrazyl (DPPH) radical scavenging activity; (c) Hydrogen peroxide (H2O2) content. LY, Hypophthalmichthys molitrix; BY, Parabramis pekinensis; YY, Aristichthys nobilis; JY, Carassius auratus; QZB, Culter alburnus; TTF, Megalobrama amblycephala. * P < 0.05; ** P < 0.01; *** P < 0.001.
图2 鲤科6种鱼肠道细菌序列的信息统计。(a)细菌群落在OTU水平的Venn图和柱形图; (b)细菌群落在门水平的Venn图和柱形图; (c)细菌群落在属水平的Venn图和柱形图。LY: 鲢; BY: 鳊; YY: 鳙; JY: 鲫; QZB: 翘嘴鲌; TTF: 团头鲂。
Fig. 2 Statistical overview of gut bacterial 16S rRNA sequences from six cyprinid fish species. (a) Venn diagram and bar chart of bacterial community at OTU level; (b) Venn diagram and bar chart of bacterial community at phylum level; (c) Venn diagram and bar chart of bacterial community at genus level. LY, Hypophthalmichthys molitrix; BY, Parabramis pekinensis; YY, Aristichthys nobilis; JY, Carassius auratus; QZB, Culter alburnus; TTF, Megalobrama amblycephala.
图3 鲤科6种鱼肠道细菌的α多样性和β多样性分析。(a) ACE指数; (b) Chao1指数; (c) Simpson指数; (d) Shannon指数; (e) 三维主坐标分析(PCoA)图。LY: 鲢; BY: 鳊; YY: 鳙; JY: 鲫; QZB: 翘嘴鲌; TTF: 团头鲂。
Fig. 3 α and β diversity analysis of gut bacteria in six cyprinid fish species. (a) ACE index; (b) Chao1 index; (c) Simpson index; (d) Shannon index; (e) Three-dimensional principal coordinates analysis (PCoA) plot. LY, Hypophthalmichthys molitrix; BY, Parabramis pekinensis; YY, Aristichthys nobilis; JY, Carassius auratus; QZB, Culter alburnus; TTF, Megalobrama amblycephala.
图4 鲤科6种鱼肠道细菌群落在门水平的相对丰度。LY: 鲢; BY: 鳊; YY: 鳙; JY: 鲫; QZB: 翘嘴鲌; TTF: 团头鲂。
Fig. 4 Relative abundance of gut bacterial communities at the phylum level in six cyprinid fish species. LY, Hypophthalmichthys molitrix; BY, Parabramis pekinensis; YY, Aristichthys nobilis; JY, Carassius auratus; QZB, Culter alburnus; TTF, Megalobrama amblycephala.
| 组别 Groups | 属名 Genera | LY (%) | BY (%) | YY (%) | JY (%) | QZB (%) | TTF (%) | 参考文献 References |
|---|---|---|---|---|---|---|---|---|
| 具潜在有益功能的属 Genera with potential beneficial functions | 鲸杆菌属 Cetobacterium | 22.11 | 18.13 | 13.09 | 7.30 | 27.12 | 17.13 | Wang et al, |
| 拟杆菌属 Bacteroides | 1.94 | 1.29 | 4.57 | 2.40 | 1.52 | 4.47 | Wang et al, | |
| 芽孢杆菌属 Bacillus | 0.09 | 0.35 | 0.19 | 0.14 | 0.23 | 0.52 | 张宇柔等, | |
| 阿克曼菌属 Akkermansia | 0.15 | 0.10 | 0.25 | 0.09 | 0.04 | 0.26 | Wang et al, | |
| 乳酸菌属 Lacticaseibacillus | 0.10 | 0.07 | 0.21 | 0.12 | 0.09 | 0.13 | 李鹏飞等, | |
| 总计 Total | 24.39 | 19.95 | 18.30 | 10.05 | 29.01 | 22.52 | ||
| 包含致病菌种的属 Genera containing pathogenic species | 弧菌属 Vibrio | 0.02 | 0.42 | 12.67 | 0.00 | 4.49 | 1.64 | Roh, |
| 气单胞菌属 Aeromonas | 0.00 | 0.00 | 2.52 | 0.00 | 11.75 | 0.05 | Semwal et al, | |
| 葡萄球菌属 Staphylococcus | 1.13 | 1.69 | 2.50 | 1.78 | 1.04 | 2.78 | Hussein et al, | |
| 梭杆菌属 Fusobacterium | 0.49 | 1.07 | 1.92 | 1.20 | 0.31 | 2.67 | 孟晓林等, | |
| 邻单胞菌属 Plesiomonas | 0.00 | 0.00 | 3.99 | 0.00 | 0.15 | 0.00 | 陈美群等, | |
| 脱硫杆菌属 Desulfobacca | 0.72 | 0.56 | 0.01 | 1.09 | 1.07 | 0.06 | 黄国鑫等, | |
| 不动杆菌属 Acinetobacter | 0.18 | 1.31 | 0.23 | 0.22 | 0.42 | 0.86 | Zhou et al, | |
| 嗜麦芽窄食单胞菌属 Stenotrophomonas | 0.42 | 0.35 | 0.52 | 0.41 | 0.20 | 0.75 | Abraham et al, | |
| 大肠杆菌-志贺氏菌属 Escherichia-Shigella | 0.21 | 0.38 | 0.32 | 0.32 | 0.14 | 0.46 | Sun et al, | |
| 假单胞菌属 Pseudomonas | 0.07 | 0.30 | 0.12 | 0.13 | 0.07 | 0.13 | 周琳, 2015①(① 周琳 (2015) 大黄鱼源变形假单胞菌的致病性研究. 硕士学位论文, 集美大学, 福建厦门.) | |
| 黄杆菌属 Flavobacterium | 0.09 | 0.19 | 0.02 | 0.11 | 0.11 | 0.22 | 柴静茹等, | |
| 链球菌属 Streptococcus | 0.12 | 0.19 | 0.27 | 0.28 | 0.25 | 0.17 | He et al, | |
| 微囊藻属 Microcystis | 2.02 | 0.42 | 0.00 | 0.03 | 0.11 | 0.11 | 毕相东, | |
| 希瓦氏菌属 Shewanella | 0.10 | 1.61 | 0.01 | 0.00 | 0.83 | 0.04 | 叶明皓等, | |
| 总计 Total | 5.57 | 8.49 | 25.09 | 5.57 | 20.96 | 9.93 |
表3 鲤科6种鱼肠道细菌中具有潜在有益或致病功能的细菌属水平相对丰度
Table 3 Relative abundance of bacterial genera with potential beneficial or pathogenic functions in the gut microbiota of six cyprinid fish species
| 组别 Groups | 属名 Genera | LY (%) | BY (%) | YY (%) | JY (%) | QZB (%) | TTF (%) | 参考文献 References |
|---|---|---|---|---|---|---|---|---|
| 具潜在有益功能的属 Genera with potential beneficial functions | 鲸杆菌属 Cetobacterium | 22.11 | 18.13 | 13.09 | 7.30 | 27.12 | 17.13 | Wang et al, |
| 拟杆菌属 Bacteroides | 1.94 | 1.29 | 4.57 | 2.40 | 1.52 | 4.47 | Wang et al, | |
| 芽孢杆菌属 Bacillus | 0.09 | 0.35 | 0.19 | 0.14 | 0.23 | 0.52 | 张宇柔等, | |
| 阿克曼菌属 Akkermansia | 0.15 | 0.10 | 0.25 | 0.09 | 0.04 | 0.26 | Wang et al, | |
| 乳酸菌属 Lacticaseibacillus | 0.10 | 0.07 | 0.21 | 0.12 | 0.09 | 0.13 | 李鹏飞等, | |
| 总计 Total | 24.39 | 19.95 | 18.30 | 10.05 | 29.01 | 22.52 | ||
| 包含致病菌种的属 Genera containing pathogenic species | 弧菌属 Vibrio | 0.02 | 0.42 | 12.67 | 0.00 | 4.49 | 1.64 | Roh, |
| 气单胞菌属 Aeromonas | 0.00 | 0.00 | 2.52 | 0.00 | 11.75 | 0.05 | Semwal et al, | |
| 葡萄球菌属 Staphylococcus | 1.13 | 1.69 | 2.50 | 1.78 | 1.04 | 2.78 | Hussein et al, | |
| 梭杆菌属 Fusobacterium | 0.49 | 1.07 | 1.92 | 1.20 | 0.31 | 2.67 | 孟晓林等, | |
| 邻单胞菌属 Plesiomonas | 0.00 | 0.00 | 3.99 | 0.00 | 0.15 | 0.00 | 陈美群等, | |
| 脱硫杆菌属 Desulfobacca | 0.72 | 0.56 | 0.01 | 1.09 | 1.07 | 0.06 | 黄国鑫等, | |
| 不动杆菌属 Acinetobacter | 0.18 | 1.31 | 0.23 | 0.22 | 0.42 | 0.86 | Zhou et al, | |
| 嗜麦芽窄食单胞菌属 Stenotrophomonas | 0.42 | 0.35 | 0.52 | 0.41 | 0.20 | 0.75 | Abraham et al, | |
| 大肠杆菌-志贺氏菌属 Escherichia-Shigella | 0.21 | 0.38 | 0.32 | 0.32 | 0.14 | 0.46 | Sun et al, | |
| 假单胞菌属 Pseudomonas | 0.07 | 0.30 | 0.12 | 0.13 | 0.07 | 0.13 | 周琳, 2015①(① 周琳 (2015) 大黄鱼源变形假单胞菌的致病性研究. 硕士学位论文, 集美大学, 福建厦门.) | |
| 黄杆菌属 Flavobacterium | 0.09 | 0.19 | 0.02 | 0.11 | 0.11 | 0.22 | 柴静茹等, | |
| 链球菌属 Streptococcus | 0.12 | 0.19 | 0.27 | 0.28 | 0.25 | 0.17 | He et al, | |
| 微囊藻属 Microcystis | 2.02 | 0.42 | 0.00 | 0.03 | 0.11 | 0.11 | 毕相东, | |
| 希瓦氏菌属 Shewanella | 0.10 | 1.61 | 0.01 | 0.00 | 0.83 | 0.04 | 叶明皓等, | |
| 总计 Total | 5.57 | 8.49 | 25.09 | 5.57 | 20.96 | 9.93 |
图5 鲤科6种鱼类肠道菌群与宿主生长性能及抗氧化能力的相关关系分析。细菌群落结构与(a)生长性能指标及(b)抗氧化指标的RDA图; 前40个优势菌属相对丰度与(c)生长性能及(d)抗氧化指标的Spearman等级相关性热图。生长性能指标: VSI, 脏体指数; CF, 肥满度。抗氧化指标: T-AOC, 总抗氧化能力; DPPH, 2,2-二苯基-1-苦基肼基(DPPH)自由基清除率; H2O2, 过氧化氢含量。鱼种: LY, 鲢; BY, 鳊; YY, 鳙; JY, 鲫; QZB, 翘嘴鲌; TTF, 团头鲂。* P < 0.05; ** P < 0.01; *** P < 0.001。
Fig. 5 Correlation analysis of gut microbiota with host growth performance and antioxidant capacity in six cyprinid fish species. Constrained ordination plots from redundancy analysis (RDA) showing the relationships between bacterial community structure and (a) growth performance or (b) antioxidant parameters. Heatmaps of Spearman’s rank correlation coefficients between the relative abundances of the top 40 bacterial genera and (c) growth performance or (d) antioxidant parameters. Growth parameters: VSI, viscerosomatic index; CF, Condition factor; Sex, Sex; Age, Age. Antioxidant parameters: T-AOC, Total antioxidant capacity; DPPH, 2,2-Diphenyl-1-picrylhydrazyl (DPPH) radical scavenging rate; H2O2, Hydrogen peroxide content. Fish species: LY, Hypophthalmichthys molitrix; BY, Parabramis pekinensis; YY, Aristichthys nobilis; JY, Carassius auratus; QZB, Culter alburnus; TTF, Megalobrama amblycephala. * P < 0.05; ** P < 0.01; *** P < 0.001.
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