ACTA THERIOLOGICA SINICA ›› 2026, Vol. 46 ›› Issue (2): 199-208.DOI: 10.16829/j.slxb.151020
• ORIGINAL PAPERS • Previous Articles Next Articles
Jie LAN1, Hongfeng LI1, Xuemin WEI1, Yuhao WANG1, Wenqiang ZHANG2, Yifei XU1(
)
Received:2024-10-14
Accepted:2025-02-27
Online:2026-03-30
Published:2026-03-06
Contact:
Yifei XU
兰洁1, 李红凤1, 韦雪敏1, 王玉昊1, 张文强2, 许一菲1(
)
通讯作者:
许一菲
作者简介:兰洁(2000- ),女,硕士研究生,主要从事病原生态学研究.
基金资助:CLC Number:
Jie LAN, Hongfeng LI, Xuemin WEI, Yuhao WANG, Wenqiang ZHANG, Yifei XU. Comparison of rodents, bats, and non-human primates as reservoirs and vectors of microbes[J]. ACTA THERIOLOGICA SINICA, 2026, 46(2): 199-208.
兰洁, 李红凤, 韦雪敏, 王玉昊, 张文强, 许一菲. 啮齿类、蝙蝠类和非人灵长类动物作为疫病病原体储存与传播宿主的比较[J]. 兽类学报, 2026, 46(2): 199-208.
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共享网络 Sharing networks | 目 Order | 标准化系数 Standardized regression coefficient | t值 t value | P值 P value | 多元相关平方 R² |
|---|---|---|---|---|---|
病原共享网络 Microbe-sharing networks | 啮齿目 Rodentia | 4.06e-05 | 62.37 | P < 0.001 | 0.17 |
| 翼手目 Chiroptera | 2.70e-02 | 45.20 | P < 0.001 | 0.07 | |
| 灵长目 Primates | 2.13e-04 | 15.97 | P < 0.001 | 0.03 | |
人类相关病原共享网络 Human-associated microbe-sharing networks | 啮齿目 Rodentia | 2.61e-05 | 50.99 | P < 0.001 | 0.17 |
| 翼手目 Chiroptera | 1.32e-02 | 42.09 | P < 0.001 | 0.09 | |
| 灵长目 Primates | 1.43e-04 | 16.01 | P < 0.001 | 0.03 |
Table 1 Regression results of the number of shared microbes and sampling efforts in different microbe-sharing networks
共享网络 Sharing networks | 目 Order | 标准化系数 Standardized regression coefficient | t值 t value | P值 P value | 多元相关平方 R² |
|---|---|---|---|---|---|
病原共享网络 Microbe-sharing networks | 啮齿目 Rodentia | 4.06e-05 | 62.37 | P < 0.001 | 0.17 |
| 翼手目 Chiroptera | 2.70e-02 | 45.20 | P < 0.001 | 0.07 | |
| 灵长目 Primates | 2.13e-04 | 15.97 | P < 0.001 | 0.03 | |
人类相关病原共享网络 Human-associated microbe-sharing networks | 啮齿目 Rodentia | 2.61e-05 | 50.99 | P < 0.001 | 0.17 |
| 翼手目 Chiroptera | 1.32e-02 | 42.09 | P < 0.001 | 0.09 | |
| 灵长目 Primates | 1.43e-04 | 16.01 | P < 0.001 | 0.03 |
经校正的加权节点统计指标 Weighted nodal statistics indicators have been adjusted | 病原共享网络 Microbe-sharing networks | 人类相关病原共享网络 Human-associated microbe-sharing networks | ||||
|---|---|---|---|---|---|---|
啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | 啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | |
| 度数 Degree | -0.51 | 0.50 | -0.50 | 0.51 | 0.50 | -0.50 |
| 接近中心性 Closeness | -0.48 | 0.50 | -0.50 | 0.50 | 0.50 | -0.50 |
| 特征向量中心性 Eigen | -0.50 | 0.50 | -0.50 | 0.49 | 0.50 | -0.50 |
| PR中心性 Pr_evcent | -0.50 | 0.50 | -0.50 | 0.50 | 0.50 | -0.50 |
PC1方差贡献率 Variance contribution rate of PC1 | 94.82% | 98.27% | 98.69% | 96.72% | 98.15% | 99.08% |
Table 2 Results of PC1 from principal component analysis of centrality indicators in different microbe-sharing networks
经校正的加权节点统计指标 Weighted nodal statistics indicators have been adjusted | 病原共享网络 Microbe-sharing networks | 人类相关病原共享网络 Human-associated microbe-sharing networks | ||||
|---|---|---|---|---|---|---|
啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | 啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | |
| 度数 Degree | -0.51 | 0.50 | -0.50 | 0.51 | 0.50 | -0.50 |
| 接近中心性 Closeness | -0.48 | 0.50 | -0.50 | 0.50 | 0.50 | -0.50 |
| 特征向量中心性 Eigen | -0.50 | 0.50 | -0.50 | 0.49 | 0.50 | -0.50 |
| PR中心性 Pr_evcent | -0.50 | 0.50 | -0.50 | 0.50 | 0.50 | -0.50 |
PC1方差贡献率 Variance contribution rate of PC1 | 94.82% | 98.27% | 98.69% | 96.72% | 98.15% | 99.08% |
Fig. 1 Average number of microbes and human-associated microbes species carried by per species of the host order (A), proportion of human-associated microbes carried by per species of the host order (B) and results of NMDS analyses of the richness of microbes (C) and human-associated microbes among three host orders (D)
| 项目Item | 宿主‑病原网络 Host-microbe networks | 宿主-人类相关病原网络 Host-human-associated microbe networks | ||||
|---|---|---|---|---|---|---|
啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | 啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | |
| 宿主 Host | 650 | 514 | 219 | 432 | 350 | 194 |
| 病原 Microbe | 4 535 | 4 618 | 1 588 | 617 | 285 | 362 |
| 病毒 Viruses | 2 218 | 3 581 | 991 | 202 | 126 | 146 |
| 细菌 Bacteria | 1 766 | 621 | 332 | 382 | 122 | 185 |
| 原生生物 Protists | 420 | 128 | 247 | 27 | 11 | 27 |
| 真菌 Fungi | 131 | 288 | 18 | 6 | 26 | 4 |
每个宿主物种的病原种类 Number of microbes per host species | 12.91 | 17.09 | 19.07 | 6.40 | 5.02 | 9.54 |
每个病原的宿主物种数量 Number of host species per microbe | 1.85 | 1.90 | 2.63 | 4.48 | 6.17 | 5.11 |
Table 3 Network statistics of Host-microbe networks
| 项目Item | 宿主‑病原网络 Host-microbe networks | 宿主-人类相关病原网络 Host-human-associated microbe networks | ||||
|---|---|---|---|---|---|---|
啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | 啮齿类 (啮齿目) Rodents(Rodentia) | 蝙蝠类 (翼手目) Bats(Chiroptera) | 非人灵长类 Non-human primates | |
| 宿主 Host | 650 | 514 | 219 | 432 | 350 | 194 |
| 病原 Microbe | 4 535 | 4 618 | 1 588 | 617 | 285 | 362 |
| 病毒 Viruses | 2 218 | 3 581 | 991 | 202 | 126 | 146 |
| 细菌 Bacteria | 1 766 | 621 | 332 | 382 | 122 | 185 |
| 原生生物 Protists | 420 | 128 | 247 | 27 | 11 | 27 |
| 真菌 Fungi | 131 | 288 | 18 | 6 | 26 | 4 |
每个宿主物种的病原种类 Number of microbes per host species | 12.91 | 17.09 | 19.07 | 6.40 | 5.02 | 9.54 |
每个病原的宿主物种数量 Number of host species per microbe | 1.85 | 1.90 | 2.63 | 4.48 | 6.17 | 5.11 |
Fig. 2 Microbe-sharing networks. Rodents (Rodentia) (A) total and human-associated (B) microbe-sharing networks; Rats (Chiroptera) (C) total and human-associated (D) microbe-sharing networks; Non-human primates (E) total and human-associated (F) microbe-sharing networks
网络统计指标 Network statistical indicators | 病原共享网络 Microbe-sharing networks | 人类相关病原共享网络 Human-associated microbe-sharing networks | |||||||
|---|---|---|---|---|---|---|---|---|---|
啮齿类 (啮齿目) Rodents (Rodentia) | 蝙蝠类 (翼手目) Bats (Chiroptera) | 非人灵长类 Non-human primates | P值 P value | 啮齿类 (啮齿目) Rodents (Rodentia) | 蝙蝠类 (翼手目) Bats (Chiroptera) | 非人灵长类 Non-human primates | P值 P value | ||
| 同配系数 Assortativity | -0.19 | -0.20 | -0.19 | -0.19 | -0.12 | -0.19 | |||
| 聚类系数 Transitivity | 0.47 | 0.60 | 0.72 | 0.50 | 0.72 | 0.74 | |||
| 网络密度 Density | 0.11 | 0.22 | 0.42 | 0.14 | 0.28 | 0.48 | |||
| 平均度 Mean degree | 64.73 | 106.98 | 88.42 | 59.49 | 98.23 | 90.66 | |||
平均加权度 Mean weighted degree | 121.83 | 219.41 | 248.35 | P < 0.000 1 | 105.90 | 144.43 | 207.84 | P < 0.000 1 | |
校正后的平均加权度 Corrected mean weighted degree | 3 919.03 | 4 211.73 | 1 767.55 | P < 0.000 1 | 2 150.66 | 1 149.16 | 1 255.70 | P < 0.000 1 | |
Table 4 Statistical indicators and P-values for microbe-sharing networks
网络统计指标 Network statistical indicators | 病原共享网络 Microbe-sharing networks | 人类相关病原共享网络 Human-associated microbe-sharing networks | |||||||
|---|---|---|---|---|---|---|---|---|---|
啮齿类 (啮齿目) Rodents (Rodentia) | 蝙蝠类 (翼手目) Bats (Chiroptera) | 非人灵长类 Non-human primates | P值 P value | 啮齿类 (啮齿目) Rodents (Rodentia) | 蝙蝠类 (翼手目) Bats (Chiroptera) | 非人灵长类 Non-human primates | P值 P value | ||
| 同配系数 Assortativity | -0.19 | -0.20 | -0.19 | -0.19 | -0.12 | -0.19 | |||
| 聚类系数 Transitivity | 0.47 | 0.60 | 0.72 | 0.50 | 0.72 | 0.74 | |||
| 网络密度 Density | 0.11 | 0.22 | 0.42 | 0.14 | 0.28 | 0.48 | |||
| 平均度 Mean degree | 64.73 | 106.98 | 88.42 | 59.49 | 98.23 | 90.66 | |||
平均加权度 Mean weighted degree | 121.83 | 219.41 | 248.35 | P < 0.000 1 | 105.90 | 144.43 | 207.84 | P < 0.000 1 | |
校正后的平均加权度 Corrected mean weighted degree | 3 919.03 | 4 211.73 | 1 767.55 | P < 0.000 1 | 2 150.66 | 1 149.16 | 1 255.70 | P < 0.000 1 | |
Fig. 3 Statistical indicators for microbes (A) and human-associated (B) microbe-sharing network nodes, and statistical indicators for microbes (C) and human-associated (D) microbe-sharing network nodes of the central species
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