Copper stimulates the incidence of antibiotic resistance, metal resistance and potential pathogens in the gut of black soldier fly larvae
被引:18
作者:
Wu, Nan
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机构:
Tianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R ChinaTianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R China
Wu, Nan
[1
]
Liang, Jiaqi
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R ChinaTianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R China
Liang, Jiaqi
[1
]
Wang, Xiaobo
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Agr Univ, Coll Agron & Resource & Environm, Tianjin 300384, Peoples R ChinaTianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R China
Wang, Xiaobo
[2
]
Xie, Shiyu
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R ChinaTianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R China
Xie, Shiyu
[1
]
Xu, Xiaoyan
论文数: 0引用数: 0
h-index: 0
机构:
Tianjin Agr Univ, Coll Agron & Resource & Environm, Tianjin 300384, Peoples R ChinaTianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R China
Xu, Xiaoyan
[2
]
机构:
[1] Tianjin Agr Univ, Coll Engn & Technol, Tianjin 300384, Peoples R China
[2] Tianjin Agr Univ, Coll Agron & Resource & Environm, Tianjin 300384, Peoples R China
来源:
JOURNAL OF ENVIRONMENTAL SCIENCES
|
2021年
/
107卷
基金:
中国国家自然科学基金;
关键词:
Black soldier fly;
Gut microbiome;
Antibiotic resistance;
Pathogen;
Heavy metals;
GENES;
COSELECTION;
MICROBIOME;
PREVALENCE;
RESISTOME;
BACTERIA;
CHICKEN;
D O I:
10.1016/j.jes.2021.02.008
中图分类号:
X [环境科学、安全科学];
学科分类号:
08 ;
0830 ;
摘要:
The black soldier fly larvae (BSFL) have been successfully applied to treat various organic wastes. However, the impacts of heavy metals on antibiotic resistance in the BSFL guts are poorly understood. Here, we investigated the effect of copper (exposure concentrations of 0, 100 and 800 mg/kg) on the antibiotic and metal resistance profiles in BSFL guts. A total of 83 antibiotic resistance genes (ARGs), 18 mobile genetic elements (MGEs) and 6 metal resistance genes (MRGs) were observed in larval gut samples. Exposure to Cu remarkably reduced the diversity of ARGs and MGEs, but significantly enhanced the abundances of gut-associated ARGs and MRGs. The levels of MRGs copA, czcA and pbrT were dramatically strengthened after Cu exposure as compared with CK (increased by 2.8-13.5 times). Genera Enterococcus acted as the most predominant potential host of multiple ARG, MGE and MRG subtypes. Meanwhile, high exposure to Cu aggravated the enrichment of potential pathogens in BSFL guts, especially for Escherichia, Enterococcus and Salmonella species. The mantel test and procrustes analysis revealed that the gut microbial communities could be a key determinant for antibiotic and metal resistance. However, no significant positive links were observed between MGEs and ARGs or MRGs, possibly suggesting that MGEs did not play a crucial role in shaping the ARGs or MRGs in BSFL guts under the stress of Cu. These findings extend our understanding on the impact of heavy metals on the gut-associated antibiotic and metal resistome of BSFL. (c) 2021 The Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences. Published by Elsevier B.V.
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Cai, Minmin
Ma, Shiteng
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Ma, Shiteng
Hu, Ruiqi
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Hu, Ruiqi
Tomberlin, Jeffery K.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Entomol, College Stn, TX 77843 USAHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Tomberlin, Jeffery K.
Thomashow, Linda S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, USDA ARS, Pullman, WA 99164 USAHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Thomashow, Linda S.
Zheng, Longyu
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Zheng, Longyu
Li, Wu
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Li, Wu
Yu, Ziniu
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Yu, Ziniu
Zhang, Jibin
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
机构:
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Dai, Meixue
Zhou, Guangqing
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Zhou, Guangqing
Ng, How Yong
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore, Dept Civil & Environm Engn, Singapore 117576, SingaporeShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Ng, How Yong
Zhang, Jinyong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Huankeyuan Environm Engn Co Ltd, 50 Lishan Rd, Jinan 250013, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Zhang, Jinyong
Wang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Dongying Customs, 101 Fuqian Dajie, Dongying 257091, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Wang, Yan
Li, Ning
论文数: 0引用数: 0
h-index: 0
机构:
Dongying Customs, 101 Fuqian Dajie, Dongying 257091, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Li, Ning
Qi, Xiaoyu
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Qi, Xiaoyu
Miao, Mingsheng
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Miao, Mingsheng
Liu, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Liu, Qi
Kong, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Natl Univ Singapore, Dept Civil & Environm Engn, Singapore 117576, SingaporeShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Forsberg, Kevin J.
Patel, Sanket
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Washington Univ, Dept Pathol & Immunol, Sch Med, St Louis, MO 63110 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Patel, Sanket
Gibson, Molly K.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Gibson, Molly K.
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Lauber, Christian L.
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, BioFrontiers Inst, Boulder, CO 80309 USA
Howard Hughes Med Inst, Boulder, CO 80309 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Knight, Rob
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Fierer, Noah
Dantas, Gautam
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Washington Univ, Dept Pathol & Immunol, Sch Med, St Louis, MO 63110 USA
Washington Univ, Dept Biomed Engn, St Louis, MO 63130 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Cai, Minmin
Ma, Shiteng
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Ma, Shiteng
Hu, Ruiqi
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Hu, Ruiqi
Tomberlin, Jeffery K.
论文数: 0引用数: 0
h-index: 0
机构:
Texas A&M Univ, Dept Entomol, College Stn, TX 77843 USAHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Tomberlin, Jeffery K.
Thomashow, Linda S.
论文数: 0引用数: 0
h-index: 0
机构:
Washington State Univ, USDA ARS, Pullman, WA 99164 USAHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Thomashow, Linda S.
Zheng, Longyu
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Zheng, Longyu
Li, Wu
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Li, Wu
Yu, Ziniu
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
Yu, Ziniu
Zhang, Jibin
论文数: 0引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R ChinaHuazhong Agr Univ, Coll Life Sci & Technol, Natl Engn Res Ctr Microbial Pesticides, State Key Lab Agr Microbiol, Wuhan, Hubei, Peoples R China
机构:
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Dai, Meixue
Zhou, Guangqing
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Zhou, Guangqing
Ng, How Yong
论文数: 0引用数: 0
h-index: 0
机构:
Natl Univ Singapore, Dept Civil & Environm Engn, Singapore 117576, SingaporeShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Ng, How Yong
Zhang, Jinyong
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Huankeyuan Environm Engn Co Ltd, 50 Lishan Rd, Jinan 250013, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Zhang, Jinyong
Wang, Yan
论文数: 0引用数: 0
h-index: 0
机构:
Dongying Customs, 101 Fuqian Dajie, Dongying 257091, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Wang, Yan
Li, Ning
论文数: 0引用数: 0
h-index: 0
机构:
Dongying Customs, 101 Fuqian Dajie, Dongying 257091, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Li, Ning
Qi, Xiaoyu
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Qi, Xiaoyu
Miao, Mingsheng
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Miao, Mingsheng
Liu, Qi
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Life Sci, 88 Wenhua Donglu, Jinan 250014, Shandong, Peoples R ChinaShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Liu, Qi
Kong, Qiang
论文数: 0引用数: 0
h-index: 0
机构:
Shandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
Natl Univ Singapore, Dept Civil & Environm Engn, Singapore 117576, SingaporeShandong Normal Univ, Coll Geog & Environm, Collaborat Innovat Ctr Human Nat & Green Dev Univ, Jinan 250014, Shandong, Peoples R China
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Forsberg, Kevin J.
Patel, Sanket
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Washington Univ, Dept Pathol & Immunol, Sch Med, St Louis, MO 63110 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Patel, Sanket
Gibson, Molly K.
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Gibson, Molly K.
Lauber, Christian L.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Lauber, Christian L.
Knight, Rob
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Dept Chem & Biochem, Boulder, CO 80309 USA
Univ Colorado, BioFrontiers Inst, Boulder, CO 80309 USA
Howard Hughes Med Inst, Boulder, CO 80309 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Knight, Rob
Fierer, Noah
论文数: 0引用数: 0
h-index: 0
机构:
Univ Colorado, Cooperat Inst Res Environm Sci, Boulder, CO 80309 USA
Univ Colorado, Dept Ecol & Evolutionary Biol, Boulder, CO 80309 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Fierer, Noah
Dantas, Gautam
论文数: 0引用数: 0
h-index: 0
机构:
Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA
Washington Univ, Dept Pathol & Immunol, Sch Med, St Louis, MO 63110 USA
Washington Univ, Dept Biomed Engn, St Louis, MO 63130 USAWashington Univ, Sch Med, Ctr Genome Sci & Syst Biol, St Louis, MO 63108 USA