
生物多样性 ›› 2026, Vol. 34 ›› Issue (7): 25418. DOI: 10.17520/biods.2025418 cstr: 32101.14.biods.2025418
金倩1(
), 王卫军1, 潘明泉1, 杨珂1, 沈伟2, 朱超3, 姜雷3, 赖上坤1,*(
), 张爱兵4,*(
)(
)
收稿日期:2025-10-21
接受日期:2026-05-31
出版日期:2026-07-20
发布日期:2026-09-21
通讯作者:
赖上坤,张爱兵
基金资助:
Qian Jin1(
), Weijun Wang1, Mingquan Pan1, Ke Yang1, Wei Shen2, Chao Zhu3, Lei Jiang3, Shangkun Lai1,*(
), Aibing Zhang4,*(
)(
)
Received:2025-10-21
Accepted:2026-05-31
Online:2026-07-20
Published:2026-09-21
Contact:
Shangkun Lai, Aibing Zhang
Supported by:摘要:
农田节肢动物群落动态是理解天敌-害虫互作关系和评估自然控害潜力的重要基础, 但高粱-小麦轮作系统的长期连续监测资料仍较少。本研究以江苏宿迁一处高粱-小麦轮作长期定位样地为对象, 于2019-2023年利用马来氏网(Malaise trap)连续采集节肢动物样本, 并基于COI (cytochrome c oxidase subunit I)基因DNA宏条形码技术对64组样本进行可操作分类单元(operational taxonomic unit, OTU)聚类和分类注释, 分析不同年份、季节和作物阶段节肢动物群落组成、多样性及主要天敌类群相对丰度变化, 并结合气象数据探讨其与降水量、温度和日照时数的关系。结果表明: (1)双翅目为该样地节肢动物群落中的主要优势类群, 其中食蚜蝇科和瓢虫科为主要天敌类群; (2) OTU层面α多样性无显著年际差异(P > 0.05), 但在季节间存在显著差异(P < 0.05), 夏季多样性相对较高, 且与温度呈显著正相关(P < 0.01); (3) β多样性分析表明, 高粱季与小麦季的样本群落组成的主坐标分析(principal coordinates analysis, PCoA)存在显著差异(P < 0.001); (4)主要天敌类群的相对丰度与部分气象因子存在相关关系, 其中食蚜蝇科相对丰度与日照时数呈显著正相关(P < 0.05), 而与降水量、温度呈显著负相关(P < 0.01), 瓢虫科相对丰度表现出一定的季节性波动; (5)混合效应模型显示, 在将年份作为随机效应纳入控制后, 作物类型和季节的单一主效应均不显著, 但不同作物-季节组合在2019-2023年间呈现出差异化变化趋势, 提示该样地节肢动物群落动态可能受作物更替、季节转换和年际环境波动的共同影响。本研究提供了该样地5年连续监测资料, 但因缺乏空间重复和对照样地, 且DNA宏条形码相对丰度不能直接等同于个体数量, 相关结果主要反映该监测样地的长期动态特征, 不宜作为高粱-小麦轮作系统的一般规律。
金倩, 王卫军, 潘明泉, 杨珂, 沈伟, 朱超, 姜雷, 赖上坤, 张爱兵 (2026) 基于DNA宏条形码的江苏宿迁高粱-小麦轮作农田节肢动物群落长期动态. 生物多样性, 34, 25418. DOI: 10.17520/biods.2025418.
Qian Jin, Weijun Wang, Mingquan Pan, Ke Yang, Wei Shen, Chao Zhu, Lei Jiang, Shangkun Lai, Aibing Zhang (2026) DNA metabarcoding reveals long-term arthropod community dynamics in a sorghum-wheat rotation field in Suqian, Jiangsu, China. Biodiversity Science, 34, 25418. DOI: 10.17520/biods.2025418.
| 正向引物 Forward primer (5'-3') | 反向引物 Reverse primer (5'-3') | ||
|---|---|---|---|
| BarcodingF1 | ATCACGGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR1 | CGATGTTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF2 | AGTTCCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR2 | TTAGGCTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF3 | GTCCGCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR3 | TGACCATAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF4 | CACCGGGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR4 | GCCAATTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF5 | TCCCGAGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR5 | CAGATCTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF6 | TCGAAGGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR6 | GATCAGTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF7 | TCGGCAGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR7 | TAGCTTTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF8 | TACAGCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR8 | GGCTACTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF9 | TATAATGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR9 | CTTGTATAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF10 | TCATTCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR10 | AGTCAATAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF11 | CCGTCCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR11 | ATGTCATAAACTTCAGGGTGACCAAAAAATCA |
表1 COI基因通用引物及标签序列
Table 1 General primer sequences and tag sequences for the COI gene
| 正向引物 Forward primer (5'-3') | 反向引物 Reverse primer (5'-3') | ||
|---|---|---|---|
| BarcodingF1 | ATCACGGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR1 | CGATGTTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF2 | AGTTCCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR2 | TTAGGCTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF3 | GTCCGCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR3 | TGACCATAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF4 | CACCGGGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR4 | GCCAATTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF5 | TCCCGAGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR5 | CAGATCTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF6 | TCGAAGGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR6 | GATCAGTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF7 | TCGGCAGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR7 | TAGCTTTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF8 | TACAGCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR8 | GGCTACTAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF9 | TATAATGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR9 | CTTGTATAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF10 | TCATTCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR10 | AGTCAATAAACTTCAGGGTGACCAAAAAATCA |
| BarcodingF11 | CCGTCCGGWACWGGWTGAACWGTWTAYCCYCC | BarcodingR11 | ATGTCATAAACTTCAGGGTGACCAAAAAATCA |
| 分组 Group | OTU数量 No. of OTUs | 目数量 No. of orders | 科数量 No. of families | 属数量 No. of genera | 分组 Group | OTU数量 No. of OTUs | 目数量 No. of orders | 科数量 No. of families | 属数量 No. of genera |
|---|---|---|---|---|---|---|---|---|---|
| 2019春 Spring 2019 | 244 | 8 | 45 | 79 | 2021秋 Autumn 2021 | 373 | 8 | 45 | 74 |
| 147 | 6 | 40 | 59 | 487 | 9 | 45 | 93 | ||
| 241 | 10 | 48 | 76 | 200 | 7 | 42 | 67 | ||
| 2019夏 Summer 2019 | 289 | 11 | 59 | 92 | 2021冬 Winter 2021 | 229 | 8 | 46 | 73 |
| 316 | 11 | 58 | 90 | 2022春 Spring 2022 | 270 | 8 | 46 | 75 | |
| 414 | 8 | 51 | 72 | 293 | 7 | 46 | 84 | ||
| 435 | 10 | 41 | 59 | 172 | 8 | 52 | 74 | ||
| 55 | 3 | 15 | 15 | 101 | 9 | 39 | 41 | ||
| 2019秋 Autumn 2019 | 296 | 7 | 44 | 86 | 2022夏 Summer 2022 | 171 | 14 | 50 | 55 |
| 296 | 7 | 44 | 86 | 116 | 8 | 38 | 43 | ||
| 197 | 7 | 37 | 55 | 233 | 10 | 42 | 58 | ||
| 2019冬 Winter 2019 | 354 | 9 | 52 | 88 | 204 | 8 | 44 | 56 | |
| 112 | 6 | 31 | 41 | 387 | 9 | 47 | 73 | ||
| 2020春 Spring 2020 | 234 | 8 | 49 | 83 | 2022秋 Autumn 2022 | 152 | 8 | 35 | 43 |
| 347 | 10 | 63 | 113 | 223 | 11 | 49 | 66 | ||
| 291 | 10 | 62 | 92 | 137 | 7 | 36 | 44 | ||
| 2020夏 Summer 2020 | 300 | 11 | 53 | 80 | 61 | 7 | 16 | 18 | |
| 300 | 7 | 34 | 54 | 2022冬 Winter 2022 | 70 | 7 | 12 | 12 | |
| 362 | 9 | 42 | 58 | 2023春 Spring 2023 | 131 | 8 | 36 | 43 | |
| 233 | 5 | 29 | 36 | 186 | 7 | 43 | 64 | ||
| 362 | 8 | 39 | 57 | 127 | 7 | 35 | 52 | ||
| 2020秋 Autumn 2020 | 310 | 4 | 33 | 57 | 176 | 6 | 46 | 60 | |
| 497 | 9 | 59 | 104 | 2023夏 Summer 2023 | 364 | 10 | 75 | 120 | |
| 192 | 10 | 42 | 61 | 270 | 7 | 57 | 84 | ||
| 170 | 9 | 41 | 52 | 390 | 8 | 60 | 106 | ||
| 2020冬 Winter 2020 | 156 | 8 | 41 | 58 | 238 | 8 | 59 | 89 | |
| 125 | 5 | 32 | 36 | 196 | 8 | 49 | 72 | ||
| 2021春 Spring 2021 | 231 | 8 | 41 | 69 | 2023秋 Autumn 2023 | 178 | 7 | 45 | 72 |
| 239 | 7 | 43 | 69 | 131 | 10 | 43 | 57 | ||
| 2021夏 Summer 2021 | 184 | 11 | 39 | 53 | 191 | 8 | 49 | 81 | |
| 320 | 8 | 25 | 25 | 126 | 8 | 36 | 51 | ||
| 2021秋 Autumn 2021 | 330 | 5 | 34 | 51 | 2023冬 Winter 2023 | 147 | 9 | 37 | 50 |
表2 各样本分类注释信息
Table 2 Summary of taxonomic annotation for each sample
| 分组 Group | OTU数量 No. of OTUs | 目数量 No. of orders | 科数量 No. of families | 属数量 No. of genera | 分组 Group | OTU数量 No. of OTUs | 目数量 No. of orders | 科数量 No. of families | 属数量 No. of genera |
|---|---|---|---|---|---|---|---|---|---|
| 2019春 Spring 2019 | 244 | 8 | 45 | 79 | 2021秋 Autumn 2021 | 373 | 8 | 45 | 74 |
| 147 | 6 | 40 | 59 | 487 | 9 | 45 | 93 | ||
| 241 | 10 | 48 | 76 | 200 | 7 | 42 | 67 | ||
| 2019夏 Summer 2019 | 289 | 11 | 59 | 92 | 2021冬 Winter 2021 | 229 | 8 | 46 | 73 |
| 316 | 11 | 58 | 90 | 2022春 Spring 2022 | 270 | 8 | 46 | 75 | |
| 414 | 8 | 51 | 72 | 293 | 7 | 46 | 84 | ||
| 435 | 10 | 41 | 59 | 172 | 8 | 52 | 74 | ||
| 55 | 3 | 15 | 15 | 101 | 9 | 39 | 41 | ||
| 2019秋 Autumn 2019 | 296 | 7 | 44 | 86 | 2022夏 Summer 2022 | 171 | 14 | 50 | 55 |
| 296 | 7 | 44 | 86 | 116 | 8 | 38 | 43 | ||
| 197 | 7 | 37 | 55 | 233 | 10 | 42 | 58 | ||
| 2019冬 Winter 2019 | 354 | 9 | 52 | 88 | 204 | 8 | 44 | 56 | |
| 112 | 6 | 31 | 41 | 387 | 9 | 47 | 73 | ||
| 2020春 Spring 2020 | 234 | 8 | 49 | 83 | 2022秋 Autumn 2022 | 152 | 8 | 35 | 43 |
| 347 | 10 | 63 | 113 | 223 | 11 | 49 | 66 | ||
| 291 | 10 | 62 | 92 | 137 | 7 | 36 | 44 | ||
| 2020夏 Summer 2020 | 300 | 11 | 53 | 80 | 61 | 7 | 16 | 18 | |
| 300 | 7 | 34 | 54 | 2022冬 Winter 2022 | 70 | 7 | 12 | 12 | |
| 362 | 9 | 42 | 58 | 2023春 Spring 2023 | 131 | 8 | 36 | 43 | |
| 233 | 5 | 29 | 36 | 186 | 7 | 43 | 64 | ||
| 362 | 8 | 39 | 57 | 127 | 7 | 35 | 52 | ||
| 2020秋 Autumn 2020 | 310 | 4 | 33 | 57 | 176 | 6 | 46 | 60 | |
| 497 | 9 | 59 | 104 | 2023夏 Summer 2023 | 364 | 10 | 75 | 120 | |
| 192 | 10 | 42 | 61 | 270 | 7 | 57 | 84 | ||
| 170 | 9 | 41 | 52 | 390 | 8 | 60 | 106 | ||
| 2020冬 Winter 2020 | 156 | 8 | 41 | 58 | 238 | 8 | 59 | 89 | |
| 125 | 5 | 32 | 36 | 196 | 8 | 49 | 72 | ||
| 2021春 Spring 2021 | 231 | 8 | 41 | 69 | 2023秋 Autumn 2023 | 178 | 7 | 45 | 72 |
| 239 | 7 | 43 | 69 | 131 | 10 | 43 | 57 | ||
| 2021夏 Summer 2021 | 184 | 11 | 39 | 53 | 191 | 8 | 49 | 81 | |
| 320 | 8 | 25 | 25 | 126 | 8 | 36 | 51 | ||
| 2021秋 Autumn 2021 | 330 | 5 | 34 | 51 | 2023冬 Winter 2023 | 147 | 9 | 37 | 50 |
图2 节肢动物群落在不同年份(a, b)、季节(c, d)和不同作物种植季(e, f)之间目水平与科水平相对丰度
Fig. 2 Relative abundance of the arthropod community at the order and family levels across different years (a, b), seasons (c, d), and crop-growing seasons (e, f)
图3 节肢动物群落多样性分析。(a)不同年份α多样性; (b)不同季节α多样性; (c)高粱季与小麦季之间的β多样性。
Fig. 3 Diversity analysis of arthropod communities. (a) Alpha diversity across different years; (b) Alpha diversity across different seasons; (c) Beta diversity between sorghum-growing season and wheat-growing season.
图4 气象因子与节肢动物群落组成变化。(a) 2019-2023年4-11月气象因子变化; (b)对应月份主要节肢动物科级分类单元相对丰度变化。
Fig. 4 Variation in meteorological factors and arthropod community composition. (a) Variation in meteorological factors from April to November during 2019-2023; (b) Monthly changes in the relative abundance of major arthropod family-level taxa.
图5 不同因子对主要节肢动物类群相对丰度的独立或者交互影响。(a)不同因子与主要节肢动物类群相对丰度的Spearman相关性热图; (b)作物类型与季节交互作用分析; (c)作物类型与季节交互效应随年份变化的趋势。
Fig. 5 Independent and interactive effects of different factors on the relative abundance of major arthropod taxa. (a) Heatmap of Spearman correlation between various factors and the relative abundance of major arthropod taxa; (b) Interaction between crop type and season; (c) Temporal trends in the interaction between crop type and season across years.
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