机构:
European Mol Biol Lab EMBL, Heidelberg, Germany
Univ Cambridge, Med Res Council MRC, Toxicol Unit, Cambridge, EnglandEuropean Mol Biol Lab EMBL, Heidelberg, Germany
Patil, Kiran R.
[1
,5
]
机构:
[1] European Mol Biol Lab EMBL, Heidelberg, Germany
Resource competition and metabolic cross-feeding are among the main drivers of microbial community assembly. Yet the degree to which these two conflicting forces are reflected in the composition of natural communities has not been systematically investigated. Here, we use genome-scale metabolic modelling to assess the potential for resource competition and metabolic cooperation in large co-occurring groups (up to 40 members) across thousands of habitats. Our analysis reveals two distinct community types, which are clustered at opposite ends of a spectrum in a trade-off between competition and cooperation. At one end are highly cooperative communities, characterized by smaller genomes and multiple auxotrophies. At the other end are highly competitive communities, which feature larger genomes and overlapping nutritional requirements, and harbour more genes related to antimicrobial activity. The latter are mainly present in soils, whereas the former are found in both free-living and host-associated habitats. Community-scale flux simulations show that, whereas competitive communities can better resist species invasion but not nutrient shift, cooperative communities are susceptible to species invasion but resilient to nutrient change. We also show, by analysing an additional data set, that colonization by probiotic species is positively associated with the presence of cooperative species in the recipient microbiome. Together, our results highlight the bifurcation between competitive and cooperative metabolism in the assembly of natural communities and its implications for community modulation. Analysing data from thousands of microbial communities, the authors show that these communities cluster at different ends of the spectrum between resource competition and metabolic cooperation. Cooperative communities tend to have smaller genomes and multiple auxotrophies, whereas competitive communities have larger genomes, overlapping niches and a high potential for antimicrobial activity.
机构:
Tel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Freilich, Shiri
Zarecki, Raphy
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Zarecki, Raphy
Eilam, Omer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Computat Inst, Chicago, IL 60637 USATel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Eilam, Omer
Segal, Ella Shtifman
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Life Sci, Dept Mol Microbiol & Biotechnol, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Segal, Ella Shtifman
Henry, Christopher S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Chicago, Computat Inst, Chicago, IL 60637 USATel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Henry, Christopher S.
Kupiec, Martin
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Life Sci, Dept Mol Microbiol & Biotechnol, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Kupiec, Martin
Gophna, Uri
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Fac Life Sci, Dept Mol Microbiol & Biotechnol, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Gophna, Uri
Sharan, Roded
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Blavatnik Sch Comp Sci, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Sharan, Roded
Ruppin, Eytan
论文数: 0引用数: 0
h-index: 0
机构:
Tel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
Tel Aviv Univ, Blavatnik Sch Comp Sci, IL-69978 Tel Aviv, IsraelTel Aviv Univ, Sackler Fac Med, IL-69978 Tel Aviv, Israel
机构:
Univ British Columbia, Biodivers Res Ctr, Vancouver, BC V6T 1Z4, CanadaUniv British Columbia, Biodivers Res Ctr, Vancouver, BC V6T 1Z4, Canada
Louca, Stilianos
Doebeli, Michael
论文数: 0引用数: 0
h-index: 0
机构:
Univ British Columbia, Dept Zool, Vancouver, BC V6T 1Z4, Canada
Univ British Columbia, Dept Math, Vancouver, BC V6T 1Z2, CanadaUniv British Columbia, Biodivers Res Ctr, Vancouver, BC V6T 1Z4, Canada
机构:
Massachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
Harvard Med Sch, Boston, MA USA
Tufts Univ, Dept Biol, Medford, MA USAMassachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
V. Colarusso, Analeigha
Goodchild-Michelman, Isabella
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
Harvard Med Sch, Boston, MA USA
Harvard Fac Arts & Sci, Dept Mol & Cellular Biol, Boston, MA USAMassachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
Goodchild-Michelman, Isabella
Rayle, Maya
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
Harvard Med Sch, Boston, MA USA
Harvard Fac Arts & Sci, Dept Organism & Evolutionary Biol, Boston, MA USAMassachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
Rayle, Maya
Zomorrodi, Ali R.
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
Harvard Med Sch, Boston, MA USAMassachusetts Gen Hosp, Mucosal Immunol & Biol Res Ctr, Dept Pediat, Boston, MA USA
机构:
Univ Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Chan, Yuki
Lacap, Donnabella C.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Lacap, Donnabella C.
Lau, Maggie C. Y.
论文数: 0引用数: 0
h-index: 0
机构:
Princeton Univ, Dept Geosci, Princeton, NJ 08544 USAUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Lau, Maggie C. Y.
Ha, Kong Ying
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Ha, Kong Ying
Warren-Rhodes, Kimberley A.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Mountain View, CA 94035 USAUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Warren-Rhodes, Kimberley A.
Cockell, Charles S.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Edinburgh, Sch Phys & Astron, Edinburgh EH9 3JZ, Midlothian, ScotlandUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Cockell, Charles S.
Cowan, Donald A.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Cape, Inst Microbial Biotechnol & Metagenom, ZA-7535 Cape Town, South AfricaUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Cowan, Donald A.
McKay, Christopher P.
论文数: 0引用数: 0
h-index: 0
机构:
NASA, Ames Res Ctr, Mountain View, CA 94035 USAUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
McKay, Christopher P.
Pointing, Stephen B.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
Auckland Univ Technol, Sch Appl Sci, Auckland 1142, New ZealandUniv Hong Kong, Sch Biol Sci, Hong Kong, Hong Kong, Peoples R China
机构:
Univ Montana, Flathead Lake Biol Stn, Polson, MT 59860 USAUniv Montana, Flathead Lake Biol Stn, Polson, MT 59860 USA
Ren, Ze
Wang, Fang
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
China Inst Water Resources & Hydropower Res, Dept Water Resources, Beijing, Peoples R ChinaUniv Montana, Flathead Lake Biol Stn, Polson, MT 59860 USA
Wang, Fang
Qu, Xiaodong
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
China Inst Water Resources & Hydropower Res, Dept Water Environm, Beijing, Peoples R ChinaUniv Montana, Flathead Lake Biol Stn, Polson, MT 59860 USA
Qu, Xiaodong
Elser, James J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Montana, Flathead Lake Biol Stn, Polson, MT 59860 USAUniv Montana, Flathead Lake Biol Stn, Polson, MT 59860 USA
Elser, James J.
Liu, Yang
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
China Inst Water Resources & Hydropower Res, Dept Water Resources, Beijing, Peoples R ChinaUniv Montana, Flathead Lake Biol Stn, Polson, MT 59860 USA
Liu, Yang
Chu, Limin
论文数: 0引用数: 0
h-index: 0
机构:
China Inst Water Resources & Hydropower Res, State Key Lab Simulat & Regulat Water Cycle River, Beijing, Peoples R China
China Inst Water Resources & Hydropower Res, Dept Water Resources, Beijing, Peoples R ChinaUniv Montana, Flathead Lake Biol Stn, Polson, MT 59860 USA
机构:
Chinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Chen, Moxian
Wei, Zhong
论文数: 0引用数: 0
h-index: 0
机构:
Nanjing Agr Univ, Coll Resources & Environm Sci, Natl Engn Res Ctr Organ Based Fertilizers,Jiangsu, Jiangsu Collaborat Innovat Ctr Solid Organ Waste, Nanjing 210095, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Wei, Zhong
Tian, Liang
论文数: 0引用数: 0
h-index: 0
机构:
Hong Kong Baptist Univ, Dept Phys, Hong Kong 999077, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Tian, Liang
Tan, Yang
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Tan, Yang
Huang, Jiandong
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Univ Hong Kong, Li Ka Shing Fac Med, Sch Biomed Sci, Hong Kong 999077, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Huang, Jiandong
Dai, Lei
论文数: 0引用数: 0
h-index: 0
机构:
Chinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R ChinaChinese Acad Sci, Shenzhen Inst Synthet Biol, Shenzhen Inst Adv Technol, CAS Key Lab Quantitat Engn Biol, Shenzhen 518055, Peoples R China
Dai, Lei
CHINESE SCIENCE BULLETIN-CHINESE,
2021,
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