TY - JOUR
T1 - Ultrahigh-throughput functional profiling of microbiota communities
AU - Terekhov, Stanislav S.
AU - Smirnov, Ivan V.
AU - Malakhova, Maja V.
AU - Samoilov, Andrei E.
AU - Manolo, Alexander I.
AU - Nazarov, Anton S.
AU - Danilov, Dmitry V.
AU - Dubiley, Svetlana A.
AU - Osterman, Ilya A.
AU - Rubtsova, Maria P.
AU - Kostryukova, Elena S.
AU - Ziganshin, Rustam H.
AU - Kornienko, Maria A.
AU - Vanyushkina, Anna A.
AU - Bukato, Olga N.
AU - Ilina, Elena N.
AU - Vlasov, Valentin V.
AU - Severinov, Konstantin V.
AU - Gabibov, Alexander G.
AU - Altmani, Sidney
N1 - Funding Information:
ACKNOWLEDGMENTS. This work was supported by Grant RFMEFI60716X0145 from the Ministry of Education and Science of Russia. Experiments were partially carried out using the equipment provided by the Institute of Bioorganic Chemistry core facility (CKP IBCH).
Publisher Copyright:
© 2018 National Academy of Sciences. All rights reserved.
PY - 2018/9/18
Y1 - 2018/9/18
N2 - Microbiome spectra serve as critical clues to elucidate the evolutionary biology pathways, potential pathologies, and even behavioral patterns of the host organisms. Furthermore, exotic sources of microbiota represent an unexplored niche to discover microbial secondary metabolites. However, establishing the bacterial functionality is complicated by an intricate web of interactions inside the microbiome. Here we apply an ultrahigh-throughput (uHT) microfluidic droplet platform for activity profiling of the entire oral microbial community of the Siberian bear to isolate Bacillus strains demonstrating antimicrobial activity against Staphylococcus aureus. Genome mining allowed us to identify antibiotic amicoumacin A (Ami) as responsible for inhibiting the growth of S. Aureus. Proteomics and metabolomics revealed a unique mechanism of Bacillus selfresistance to Ami, based on a subtle equilibrium of its deactivation and activation by kinase AmiN and phosphatase AmiO, respectively. We developed uHT quantitative single-cell analysis to estimate antibiotic efficacy toward different microbiomes and used it to determine the activity spectra of Ami toward human and Siberian bear microbiota. Thus, uHT microfluidic droplet platform activity profiling is a powerful tool for discovering antibiotics and quantifying external influences on a microbiome.
AB - Microbiome spectra serve as critical clues to elucidate the evolutionary biology pathways, potential pathologies, and even behavioral patterns of the host organisms. Furthermore, exotic sources of microbiota represent an unexplored niche to discover microbial secondary metabolites. However, establishing the bacterial functionality is complicated by an intricate web of interactions inside the microbiome. Here we apply an ultrahigh-throughput (uHT) microfluidic droplet platform for activity profiling of the entire oral microbial community of the Siberian bear to isolate Bacillus strains demonstrating antimicrobial activity against Staphylococcus aureus. Genome mining allowed us to identify antibiotic amicoumacin A (Ami) as responsible for inhibiting the growth of S. Aureus. Proteomics and metabolomics revealed a unique mechanism of Bacillus selfresistance to Ami, based on a subtle equilibrium of its deactivation and activation by kinase AmiN and phosphatase AmiO, respectively. We developed uHT quantitative single-cell analysis to estimate antibiotic efficacy toward different microbiomes and used it to determine the activity spectra of Ami toward human and Siberian bear microbiota. Thus, uHT microfluidic droplet platform activity profiling is a powerful tool for discovering antibiotics and quantifying external influences on a microbiome.
KW - Antibiotic resistance
KW - Deep functional profiling
KW - Microbiome
KW - Microfluidics
KW - Single-cell cultivation
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U2 - 10.1073/pnas.1811250115
DO - 10.1073/pnas.1811250115
M3 - Article
C2 - 30181282
AN - SCOPUS:85053454090
SN - 0027-8424
VL - 115
SP - 9551
EP - 9556
JO - Proceedings of the National Academy of Sciences of the United States of America
JF - Proceedings of the National Academy of Sciences of the United States of America
IS - 38
ER -