Deciphering the metabolic capabilities of Bifidobacteria using genome-scale metabolic models

被引:47
作者
Devika, N. T. [1 ,2 ]
Raman, Karthik [1 ,2 ,3 ]
机构
[1] Indian Inst Technol IIT Madras, Bhupat Jyoti Mehta Sch Biosci, Dept Biotechnol, Chennai 600036, Tamil Nadu, India
[2] IIT Madras, IBSE, Chennai, Tamil Nadu, India
[3] IIT Madras, RBCDSAI, Chennai, Tamil Nadu, India
关键词
GUT MICROBIOTA; PROBIOTIC BACTERIA; CONTROLLED-TRIAL; STRAINS; IMPACT; PREDICTION; LACTIS;
D O I
10.1038/s41598-019-54696-9
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
Bifidobacteria, the initial colonisers of breastfed infant guts, are considered as the key commensals that promote a healthy gastrointestinal tract. However, little is known about the key metabolic differences between different strains of these bifidobacteria, and consequently, their suitability for their varied commercial applications. In this context, the present study applies a constraint-based modelling approach to differentiate between 36 important bifidobacterial strains, enhancing their genome-scale metabolic models obtained from the AGORA (Assembly of Gut Organisms through Reconstruction and Analysis) resource. By studying various growth and metabolic capabilities in these enhanced genome-scale models across 30 different nutrient environments, we classified the bifidobacteria into three specific groups. We also studied the ability of the different strains to produce short-chain fatty acids, finding that acetate production is niche- and strain-specific, unlike lactate. Further, we captured the role of critical enzymes from the bifid shunt pathway, which was found to be essential for a subset of bifidobacterial strains. Our findings underline the significance of analysing metabolic capabilities as a powerful approach to explore distinct properties of the gut microbiome. Overall, our study presents several insights into the nutritional lifestyles of bifidobacteria and could potentially be leveraged to design species/strain-specific probiotics or prebiotics.
引用
收藏
页数:9
相关论文
共 52 条
[1]   From metagenomic data to personalized in silico microbiotas: predicting dietary supplements for Crohn's disease [J].
Bauer, Eugen ;
Thiele, Ines .
NPJ SYSTEMS BIOLOGY AND APPLICATIONS, 2018, 4
[2]   Phenotypic differentiation of gastrointestinal microbes is reflected in their encoded metabolic repertoires [J].
Bauer, Eugen ;
Laczny, Cedric Christian ;
Magnusdottir, Stefania ;
Wilmes, Paul ;
Thiele, Ines .
MICROBIOME, 2015, 3 :55
[3]   Randomized controlled trial on the impact of early-life intervention with bifidobacteria on the healthy infant fecal microbiota and metabolome [J].
Bazanella, Monika ;
Maier, Tanja V. ;
Clavel, Thomas ;
Lagkouvardos, Ilias ;
Lucio, Marianna ;
Maldonado-Gomez, Maria X. ;
Autran, Chloe ;
Walter, Jens ;
Bode, Lars ;
Schmitt-Kopplin, Philippe ;
Haller, Dirk .
AMERICAN JOURNAL OF CLINICAL NUTRITION, 2017, 106 (05) :1274-1286
[4]   Individuality in gut microbiota composition is a complex polygenic trait shaped by multiple environmental and host genetic factors [J].
Benson, Andrew K. ;
Kelly, Scott A. ;
Legge, Ryan ;
Ma, Fangrui ;
Low, Soo Jen ;
Kim, Jaehyoung ;
Zhang, Min ;
Oh, Phaik Lyn ;
Nehrenberg, Derrick ;
Hua, Kunjie ;
Kachman, Stephen D. ;
Moriyama, Etsuko N. ;
Walter, Jens ;
Peterson, Daniel A. ;
Pomp, Daniel .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (44) :18933-18938
[5]   Comparative genome-scale modelling of Staphylococcus aureus strains identifies strain-specific metabolic capabilities linked to pathogenicity [J].
Bosi, Emanuele ;
Monk, Jonathan M. ;
Aziz, Ramy K. ;
Fondi, Marco ;
Nizet, Victor ;
Palsson, Bernhard O. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (26) :E3801-E3809
[6]   Effects of the Food Manufacturing Chain on the Viability and Functionality of Bifidobacterium animalis through Simulated Gastrointestinal Conditions [J].
Charnchai, Pattra ;
Jantama, Sirima Suvarnakuta ;
Prasitpuriprecha, Chutinun ;
Kanchanatawee, Sunthorn ;
Jantama, Kaemwich .
PLOS ONE, 2016, 11 (06)
[7]   The Impact of the Gut Microbiota on Human Health: An Integrative View [J].
Clemente, Jose C. ;
Ursell, Luke K. ;
Parfrey, Laura Wegener ;
Knight, Rob .
CELL, 2012, 148 (06) :1258-1270
[8]   A randomized formula controlled trial of Bifidobacterium lactis and Streptococcus thermophilus for prevention of antibiotic-associated diarrhea in infants [J].
Corrêa, NBO ;
Péret, LA ;
Penna, FJ ;
Lima, RMLS ;
Nicoli, JR .
JOURNAL OF CLINICAL GASTROENTEROLOGY, 2005, 39 (05) :385-389
[9]   Diet rapidly and reproducibly alters the human gut microbiome [J].
David, Lawrence A. ;
Maurice, Corinne F. ;
Carmody, Rachel N. ;
Gootenberg, David B. ;
Button, Julie E. ;
Wolfe, Benjamin E. ;
Ling, Alisha V. ;
Devlin, A. Sloan ;
Varma, Yug ;
Fischbach, Michael A. ;
Biddinger, Sudha B. ;
Dutton, Rachel J. ;
Turnbaugh, Peter J. .
NATURE, 2014, 505 (7484) :559-+
[10]  
DEGNAN BA, 1994, APPL MICROBIOL BIOT, V40, P800, DOI 10.1007/s002530050070