Non-additive microbial community responses to environmental complexity

被引:36
|
作者
Pacheco, Alan R. [1 ,2 ]
Osborne, Melisa L. [1 ,2 ]
Segre, Daniel [1 ,2 ,3 ,4 ,5 ]
机构
[1] Boston Univ, Grad Program Bioinformat, Boston, MA 02215 USA
[2] Boston Univ, Biol Design Ctr, Boston, MA 02215 USA
[3] Boston Univ, Dept Biol, 5 Cummington St, Boston, MA 02215 USA
[4] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
[5] Boston Univ, Dept Phys, 590 Commonwealth Ave, Boston, MA 02215 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
SPECIES-DIVERSITY; ESCHERICHIA-COLI; DIET DIVERSITY; GUT; COOPERATION; EVOLUTION; PRODUCTIVITY; GENERALISTS; SPECIALISTS; EFFICIENCY;
D O I
10.1038/s41467-021-22426-3
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
How microbial community properties change under increasingly complex combinations of resources remains unclear. Here, the authors studied hundreds of synthetic consortia to identify the factors that govern how growth and taxonomic diversity scale with environmental complexity. Environmental composition is a major, though poorly understood, determinant of microbiome dynamics. Here we ask whether general principles govern how microbial community growth yield and diversity scale with an increasing number of environmental molecules. By assembling hundreds of synthetic consortia in vitro, we find that growth yield can remain constant or increase in a non-additive manner with environmental complexity. Conversely, taxonomic diversity is often much lower than expected. To better understand these deviations, we formulate metrics for epistatic interactions between environments and use them to compare our results to communities simulated with experimentally-parametrized consumer resource models. We find that key metabolic and ecological factors, including species similarity, degree of specialization, and metabolic interactions, modulate the observed non-additivity and govern the response of communities to combinations of resource pools. Our results demonstrate that environmental complexity alone is not sufficient for maintaining community diversity, and provide practical guidance for designing and controlling microbial ecosystems.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] ON NON-ADDITIVE PROBABILITY MEASURES
    Riecan, Beloslav
    Samuelcik, Karol
    MATHEMATICA SLOVACA, 2017, 67 (06) : 1571 - 1576
  • [22] On nonatomicity for non-additive functions
    Cavaliere, Paola
    Ventriglia, Flavia
    JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2014, 415 (01) : 358 - 372
  • [23] NON-ADDITIVE MEASURES OF INACCURACY
    GUPTA, HC
    SHARMA, BD
    CZECHOSLOVAK MATHEMATICAL JOURNAL, 1976, 26 (04) : 584 - 595
  • [24] NON-ADDITIVE COMBINING ABILITIES
    GILBERT, N
    GENETICAL RESEARCH, 1963, 4 (01) : 65 - &
  • [25] Non-Additive Degrees of Belief
    Haenni, Rolf
    DEGREES OF BELIEF, 2009, 342 : 121 - 159
  • [26] Non-additive shortest paths
    Tsaggouris, G
    Zaroliagis, C
    ALGORITHMS ESA 2004, PROCEEDINGS, 2004, 3221 : 822 - 834
  • [27] NON-ADDITIVE AND ADDITIVE GENETIC VARIANCE IN SWINE
    SEIBERT, DW
    MILLER, HH
    GOODMAN, BL
    JOURNAL OF ANIMAL SCIENCE, 1968, 27 (04) : 1129 - &
  • [28] Species interactions cause non-additive effects of multiple environmental stressors on communities
    Thompson, Patrick L.
    MacLennan, Megan M.
    Vinebrooke, Rolf D.
    ECOSPHERE, 2018, 9 (11):
  • [29] Optimizing Additive Approximations of Non-Additive Distortion Functions
    Bernard, Solene
    Bas, Patrick
    Pevny, Tomas
    Klein, John
    PROCEEDINGS OF THE 2021 ACM WORKSHOP ON INFORMATION HIDING AND MULTIMEDIA SECURITY, IH&MMSEC 2021, 2021, : 105 - 112
  • [30] ADDITIVE AND NON-ADDITIVE VISCOSITY BEHAVIOR OF POLYETHYLENE BLENDS
    POLTERSDORF, B
    FIEDLER, P
    HINZ, G
    PLASTE UND KAUTSCHUK, 1984, 31 (10): : 382 - 384