Identifying feasible metabolic routes in Mycobacterium smegmatis and possible alterations under diverse nutrient conditions

被引:18
作者
Baloni, Priyanka [1 ,3 ]
Padiadpu, Jyothi [2 ,3 ]
Singh, Anupam [3 ]
Gupta, Kuldeepkumar R. [1 ,3 ]
Chandra, Nagasuma [3 ]
机构
[1] IISc, Mol Biophys Unit, Bangalore 560012, Karnataka, India
[2] IISc, Supercomp Educ & Res Ctr, Bangalore 560012, Karnataka, India
[3] IISc, Dept Biochem, Bangalore 560012, Karnataka, India
关键词
Mycobacterium smegmatis; Feasible metabolic paths; Phenotypic microarray; Gene expression; Gene redundancy; Adaptation; D-ALANINE RACEMASE; PHENOTYPIC CHARACTERIZATION; PENTOSE METABOLISM; TUBERCULOSIS; TREHALOSE; PROTEIN; IDENTIFICATION; EXPRESSION; INSIGHTS; GROWTH;
D O I
10.1186/s12866-014-0276-5
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Background: Many studies on M. tuberculosis have emerged from using M. smegmatis MC(2)155 (Msm), since they share significant similarities and yet Msm is non-pathogenic and faster growing. Although several individual molecules have been studied from Msm, many questions remain open about its metabolism as a whole and its capability to be versatile. Adaptability and versatility are emergent properties of a system, warranting a molecular systems perspective to understand them. Results: We identify feasible metabolic pathways in Msm in reference condition with transcriptome, phenotypic microarray, along with functional annotation of the genome. Together with transcriptome data, specific genes from a set of alternatives have been mapped onto different pathways. About 257 metabolic pathways can be considered to be feasible in Msm. Next, we probe cellular metabolism with an array of alternative carbon and nitrogen sources and identify those that are utilized and favour growth as well as those that do not support growth. In all, about 135 points in the entire metabolic map are probed. Analyzing growth patterns under these conditions, lead us to hypothesize different pathways that can become active in various conditions and possible alternate routes that may be induced, thus explaining the observed physiological adaptations. Conclusions: The study provides the first detailed analysis of feasible pathways towards adaptability. We obtain mechanistic insights that explain observed phenotypic behaviour by studying gene-expression profiles and pathways inferred from the genome sequence. Comparison of transcriptome and phenome analysis of Msm and Mtb provides a rationale for understanding commonalities in metabolic adaptability.
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页数:15
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共 66 条
[51]   Artificial gene amplification reveals an abundance of promiscuous resistance determinants in Escherichia coli [J].
Soo, Valerie W. C. ;
Hanson-Manful, Paulina ;
Patrick, Wayne M. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2011, 108 (04) :1484-1489
[52]   A recombinant Mycobacterium smegmatis induces potent bactericidal immunity against Mycobacterium tuberculosis [J].
Sweeney, Kari A. ;
Dao, Dee N. ;
Goldberg, Michael F. ;
Hsu, Tsungda ;
Venkataswamy, Manjunatha M. ;
Henao-Tamayo, Marcela ;
Ordway, Diane ;
Sellers, Rani S. ;
Jain, Paras ;
Chen, Bing ;
Chen, Mei ;
Kim, John ;
Lukose, Regy ;
Chan, John ;
Orme, Ian M. ;
Porcelli, Steven A. ;
Jacobs, William R., Jr. .
NATURE MEDICINE, 2011, 17 (10) :1261-U292
[53]   SQ109 Targets MmpL3, a Membrane Transporter of Trehalose Monomycolate Involved in Mycolic Acid Donation to the Cell Wall Core of Mycobacterium tuberculosis [J].
Tahlan, Kapil ;
Wilson, Regina ;
Kastrinsky, David B. ;
Arora, Kriti ;
Nair, Vinod ;
Fischer, Elizabeth ;
Barnes, S. Whitney ;
Walker, John R. ;
Alland, David ;
Barry, Clifton E., III ;
Boshoff, Helena I. .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2012, 56 (04) :1797-1809
[54]   Central metabolism in Mycobacterium smegmatis during the transition from O2-rich to O2-poor conditions as studied by isotopomer-assisted metabolite analysis [J].
Tang, Yinjie J. ;
Shui, Wenqing ;
Myers, Samuel ;
Feng, Xueyang ;
Bertozzi, Carolyn ;
Keasling, Jay D. .
BIOTECHNOLOGY LETTERS, 2009, 31 (08) :1233-1240
[55]   A genomic view of sugar transport in Mycobacterium smegmatis and Mycobacterium tuberculosis [J].
Titgemeyer, Fritz ;
Amon, Johannes ;
Parche, Stephan ;
Mahfoud, Maysa ;
Bail, Johannes ;
Schlicht, Maximilian ;
Rehm, Nadine ;
Hillmann, Dietmar ;
Stephan, Joachim ;
Walter, Britta ;
Burkovski, Andreas ;
Niederweis, Michael .
JOURNAL OF BACTERIOLOGY, 2007, 189 (16) :5903-5915
[56]   Glycine and alanine dehydrogenase activities are catalyzed by the same protein in Mycobacterium smegmatis:: upregulation of both activities under microaerophilic adaptation [J].
Usha, V ;
Jayaraman, R ;
Toro, JC ;
Hoffner, SE ;
Das, KS .
CANADIAN JOURNAL OF MICROBIOLOGY, 2002, 48 (01) :7-13
[57]   opm: an R package for analysing OmniLog® phenotype microarray data [J].
Vaas, Lea A. I. ;
Sikorski, Johannes ;
Hofner, Benjamin ;
Fiebig, Anne ;
Buddruhs, Nora ;
Klenk, Hans-Peter ;
Goeker, Markus .
BIOINFORMATICS, 2013, 29 (14) :1823-1824
[58]   Visualization and Curve-Parameter Estimation Strategies for Efficient Exploration of Phenotype Microarray Kinetics [J].
Vaas, Lea A. I. ;
Sikorski, Johannes ;
Michael, Victoria ;
Goeker, Markus ;
Klenk, Hans-Peter .
PLOS ONE, 2012, 7 (04)
[59]   Insights into the regulation of protein abundance from proteomic and transcriptomic analyses [J].
Vogel, Christine ;
Marcotte, Edward M. .
NATURE REVIEWS GENETICS, 2012, 13 (04) :227-232
[60]   Mass spectrometry of the M-smegmatis proteome:: Protein expression levels correlate with function, operons, and codon bias [J].
Wang, R ;
Prince, JT ;
Marcotte, EM .
GENOME RESEARCH, 2005, 15 (08) :1118-1126