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Kumar V, Shankar G, Akhter Y. Deciphering drug discovery and microbial pathogenesis research in tuberculosis during the two decades of postgenomic era using entity mining approach. Arch Microbiol 2023; 206:46. [PMID: 38153595 DOI: 10.1007/s00203-023-03776-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 11/10/2023] [Accepted: 11/27/2023] [Indexed: 12/29/2023]
Abstract
We examined literature on Mycobacterium tuberculosis (Mtb) subsequent to its genome release, spanning years 1999-2020. We employed scientometric mapping, entity mining, visualization techniques, and PubMed and PubTator databases. Most popular keywords, most active research groups, and growth in quantity of publications were determined. By gathering annotations from the PubTator, we determined direction of research in the areas of drug hypersensitivity, drug resistance (AMR), and drug-related side effects. Additionally, we examined the patterns in research on Mtb metabolism and various forms of tuberculosis, including skin, brain, pulmonary, extrapulmonary, and latent tuberculosis. We discovered that 2011 had the highest annual growth rate of publications, at 19.94%. The USA leads the world in publications with 18,038, followed by China with 14,441, and India with 12,158 publications. Studies on isoniazid and rifampicin resistance showed an enormous increase. Non-tuberculous mycobacteria also been the subject of more research in effort to better understand Mtb physiology and as model organisms. Researchers also looked at co-infections like leprosy, hepatitis, plasmodium, HIV, and other opportunistic infections. Host perspectives like immune response, hypoxia, and reactive oxygen species, as well as comorbidities like arthritis, cancer, diabetes, and kidney disease etc. were also looked at. Symptomatic aspects like fever, coughing, and weight loss were also investigated. Vitamin D has gained popularity as a supplement during illness recovery, however, the interest of researchers declined off late. We delineated dominant researchers, journals, institutions, and leading nations globally, which is crucial for aligning ongoing and evolving landscape of TB research efforts. Recognising the dominant patterns offers important information about the areas of focus for current research, allowing biomedical scientists, clinicians, and organizations to strategically coordinate their efforts with the changing priorities in the field of tuberculosis research.
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Affiliation(s)
- Vinit Kumar
- Department of Library and Information Science, Babasaheb Bhimrao Ambedkar University, Vidya Vihar, Raebareli Road, Lucknow, 226025, Uttar Pradesh, India.
| | - Gauri Shankar
- Department of Biotechnology, Babasaheb Bhimrao Ambedkar University, Vidya Vihar, Raebareli Road, Lucknow, 226025, Uttar Pradesh, India
| | - Yusuf Akhter
- Department of Biotechnology, Babasaheb Bhimrao Ambedkar University, Vidya Vihar, Raebareli Road, Lucknow, 226025, Uttar Pradesh, India.
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Moopanar K, Nyide ANG, Senzani S, Mvubu NE. Clinical strains of Mycobacterium tuberculosis exhibit differential lipid metabolism-associated transcriptome changes in in vitro cholesterol and infection models. Pathog Dis 2022; 81:6889515. [PMID: 36509392 PMCID: PMC9936260 DOI: 10.1093/femspd/ftac046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Revised: 10/30/2022] [Accepted: 12/09/2022] [Indexed: 12/15/2022] Open
Abstract
Many studies have identified host-derived lipids, characterised by the abundance of cholesterol, as a major source of carbon nutrition for Mycobacterium tuberculosis during infection. Members of the Mycobacterium tuberculosis complex are biologically different with regards to degree of disease, host range, pathogenicity and transmission. Therefore, the current study aimed at elucidating transcriptome changes during early infection of pulmonary epithelial cells and on an in vitro cholesterol-rich minimal media, in M. tuberculosis clinical strains F15/LAM4/KZN and Beijing, and the laboratory H37Rv strain. Infection of pulmonary epithelial cells elicited the upregulation of fadD28 and hsaC in both the F15/LAM4/KZN and Beijing strains and the downregulation of several other lipid-associated genes. Growth curve analysis revealed F15/LAM4/KZN and Beijing to be slow growers in 7H9 medium and cholesterol-supplemented media. RNA-seq analysis revealed strain-specific transcriptomic changes, thereby affecting different metabolic processes in an in vitro cholesterol model. The differential expression of these genes suggests that the genetically diverse M. tuberculosis clinical strains exhibit strain-specific behaviour that may influence their ability to metabolise lipids, specifically cholesterol, which may account for phenotypic differences observed during infection.
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Affiliation(s)
- Kynesha Moopanar
- Microbiology, School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Westville Campus, Private Bag X54001, Durban, 4000, South Africa
| | - Asanda Nomfundo Graduate Nyide
- Microbiology, School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Westville Campus, Private Bag X54001, Durban, 4000, South Africa
| | - Sibusiso Senzani
- Medical Microbiology, School of Laboratory Medicine and Medical Sciences, College of Health Sciences, University of KwaZulu-Natal, 1st floor, Doris Duke Medical Research Institute, Congella, Private Bag 7, Durban, 4013, South Africa
| | - Nontobeko Eunice Mvubu
- Corresponding author. Microbiology, School of Life Sciences, College of Agriculture, Engineering and Science, University of KwaZulu-Natal, Westville Campus, Private Bag X54001, Durban, 4000, South Africa.Tel: +27 31 260 7404; E-mail:
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Eshraghisamani R, Mirto AJ, Wang J, Behr MA, Barkema HW, De Buck J. Identification of essential genes in Mycobacterium avium subsp. paratuberculosis genome for persistence in dairy calves. Front Microbiol 2022; 13:994421. [PMID: 36338087 PMCID: PMC9631821 DOI: 10.3389/fmicb.2022.994421] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 09/05/2022] [Indexed: 11/02/2023] Open
Abstract
To cause disease Mycobacterium avium subsp. paratuberculosis needs to enter mammalian cells, arrest phagosomal maturation and manipulate the host immune system. The genetic basis of the bacterial capacity to achieve these outcomes remains largely unknown. Identifying these genes would allow us to gain a deeper understanding of MAP's pathogenesis and potentially develop a live attenuated Johne's disease vaccine by knocking out these genes. MAP genes demonstrated to be essential for colonization in the natural host, ruminants, are unknown. Genome-wide transposon mutagenesis and high-throughput sequencing were combined to evaluate the essentiality of each coding region in the bacterial genome to survive in dairy calves. A saturated library of 3,852 MAP Tn mutants, with insertions in 56% of TA sites, interrupting 88% of genes, was created using a MycoMarT7 phagemid containing a mariner transposon. Six calves were inoculated with a high dose of a library of MAP mutants, 1011 CFUs, (input) at 2 weeks of age. Following 2 months of incubation, MAP cells were isolated from the ileum, jejunum, and their associated lymph nodes of calves, resulting in approximately 100,000 colonies grown on solid media across 6 animals (output). Targeted next-generation sequencing was used to identify the disrupted genes in all the mutants in the input pool and the output pool recovered from the tissues to identify in vivo essential genes. Statistical analysis for the determination of essential genes was performed by a Hidden Markov Model (HMM), categorizing genes into essential genes that are devoid of insertions and growth-defect genes whose disruption impairs the growth of the organism. Sequence analysis identified 430 in vivo essential and 260 in vivo growth-defect genes. Gene ontology enrichment analysis of the in vivo essential and growth-defect genes with the highest reduction in the tissues revealed a high representation of genes involved in metabolism and respiration, cell wall and cell processing, virulence, and information pathway processes. This study has systematically identified essential genes for the growth and persistence of MAP in the natural host body.
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Affiliation(s)
- Razieh Eshraghisamani
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - Amanda J. Mirto
- Environmental Health and Safety, University of Wisconsin-Madison, Madison, WI, United States
| | - Joyce Wang
- Department of Medicine, Faculty of Medicine, Health Centre, McGill University, Montréal, QC, Canada
| | - Marcel A. Behr
- Department of Medicine, Faculty of Medicine, Health Centre, McGill University, Montréal, QC, Canada
| | - Herman W. Barkema
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
| | - Jeroen De Buck
- Department of Production Animal Health, Faculty of Veterinary Medicine, University of Calgary, Calgary, AB, Canada
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Comprehensive analysis of protein acetyltransferases of human pathogen Mycobacterium tuberculosis. Biosci Rep 2020; 39:221456. [PMID: 31820790 PMCID: PMC6923341 DOI: 10.1042/bsr20191661] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2019] [Revised: 11/20/2019] [Accepted: 11/26/2019] [Indexed: 12/12/2022] Open
Abstract
Tuberculosis (TB), a leading infectious disease caused by Mycobacterium tuberculosis strain, takes four human lives every minute globally. Paucity of knowledge on M. tuberculosis virulence and antibiotic resistance is the major challenge for tuberculosis control. We have identified 47 acetyltransferases in the M. tuberculosis, which use diverse substrates including antibiotic, amino acids, and other chemical molecules. Through comparative analysis of the protein file of the virulent M. tuberculosis H37Rv strain and the avirulent M. tuberculosis H37Ra strain, we identified one acetyltransferase that shows significant variations with N-terminal deletion, possibly influencing its physicochemical properties. We also found that one acetyltransferase has three types of post-translation modifications (lysine acetylation, succinylation, and glutarylation). The genome context analysis showed that many acetyltransferases with their neighboring genes belong to one operon. By data mining from published transcriptional profiles of M. tuberculosis exposed to diverse treatments, we revealed that several acetyltransferases may be functional during M. tuberculosis infection. Insights obtained from the present study can potentially provide clues for developing novel TB therapeutic interventions.
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Singh S, Sevalkar RR, Sarkar D, Karthikeyan S. Characteristics of the essential pathogenicity factor Rv1828, a MerR family transcription regulator from Mycobacterium tuberculosis. FEBS J 2018; 285:4424-4444. [PMID: 30306715 DOI: 10.1111/febs.14676] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Revised: 09/02/2018] [Accepted: 10/08/2018] [Indexed: 01/16/2023]
Abstract
The gene Rv1828 in Mycobacterium tuberculosis is shown to be essential for the pathogen and encodes for an uncharacterized protein. In this study, we have carried out biochemical and structural characterization of Rv1828 at the molecular level to understand its mechanism of action. The Rv1828 is annotated as helix-turn-helix (HTH)-type MerR family transcription regulator based on its N-terminal amino acid sequence similarity. The MerR family protein binds to a specific DNA sequence in the spacer region between -35 and -10 elements of a promoter through its N-terminal domain (NTD) and acts as transcriptional repressor or activator depending on the absence or presence of effector that binds to its C-terminal domain (CTD). A characteristic feature of MerR family protein is its ability to bind to 19 ± 1 bp DNA sequence in the spacer region between -35 and -10 elements which is otherwise a suboptimal length for transcription initiation by RNA polymerase. Here, we show the Rv1828 through its NTD binds to a specific DNA sequence that exists on its own as well as in other promoter regions. Moreover, the crystal structure of CTD of Rv1828, determined by single-wavelength anomalous diffraction method, reveals a distinctive dimerization. The biochemical and structural analysis reveals that Rv1828 specifically binds to an everted repeat through its winged-HTH motif. Taken together, we demonstrate that the Rv1828 encodes for a MerR family transcription regulator.
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Affiliation(s)
- Suruchi Singh
- CSIR-Institute of Microbial Technology, Council of Scientific and Industrial Research, Chandigarh, India
| | - Ritesh Rajesh Sevalkar
- CSIR-Institute of Microbial Technology, Council of Scientific and Industrial Research, Chandigarh, India
| | - Dibyendu Sarkar
- CSIR-Institute of Microbial Technology, Council of Scientific and Industrial Research, Chandigarh, India
| | - Subramanian Karthikeyan
- CSIR-Institute of Microbial Technology, Council of Scientific and Industrial Research, Chandigarh, India
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Comparative analysis of metabolic machinery of Frankia along with other selected actinobacteria. Symbiosis 2016. [DOI: 10.1007/s13199-016-0410-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Grover S, Gupta P, Kahlon PS, Goyal S, Grover A, Dalal K, Sabeeha, Ehtesham NZ, Hasnain SE. Analyses of methyltransferases across the pathogenicity spectrum of different mycobacterial species point to an extremophile connection. MOLECULAR BIOSYSTEMS 2016; 12:1615-25. [PMID: 26983646 DOI: 10.1039/c5mb00810g] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Tuberculosis is a devastating disease, taking one human life every 20 seconds globally. We hypothesize that professional pathogens such as M.tb have acquired specific features that might assist in causing infection, persistence and transmissible pathology in their host. We have identified 121 methyltransferases (MTases) in the M.tb proteome, which use a variety of substrates - DNA, RNA, protein, intermediates of mycolic acid biosynthesis and other fatty acids - that are involved in cellular maintenance within the host. A comparative analysis of the proteome of the virulent strain H37Rv and the avirulent strain H37Ra identified 3 MTases, which displayed significant variations in terms of N-terminal extension/deletion and point mutations, possibly impacting various physicochemical properties. The cross-proteomic comparison of MTases of M.tb H37Rv with 15 different Mycobacterium species revealed the acquisition of novel MTases in a MTB complex as a function of evolution. Phylogenetic analysis revealed that these newly acquired MTases showed common roots with certain extremophiles such as halophilic and acidophilic organisms. Our results establish an evolutionary relationship of M.tb with halotolerant organisms and also the role of MTases of M.tb in withstanding the host osmotic stress, thereby pointing to their likely role in pathogenesis, virulence and niche adaptation.
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Affiliation(s)
- Sonam Grover
- Molecular Infection and Functional Biology Lab, Kusuma School of Biological Sciences, Indian Institute of Technology Delhi, Hauz Khas, New Delhi-110016, India.
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Yamaryo-Botte Y, Rainczuk AK, Lea-Smith DJ, Brammananth R, van der Peet PL, Meikle P, Ralton JE, Rupasinghe TWT, Williams SJ, Coppel RL, Crellin PK, McConville MJ. Acetylation of trehalose mycolates is required for efficient MmpL-mediated membrane transport in Corynebacterineae. ACS Chem Biol 2015; 10:734-46. [PMID: 25427102 DOI: 10.1021/cb5007689] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Pathogenic species of Mycobacteria and Corynebacteria, including Mycobacterium tuberculosis and Corynebacterium diphtheriae, synthesize complex cell walls that are rich in very long-chain mycolic acids. These fatty acids are synthesized on the inner leaflet of the cell membrane and are subsequently transported to the periplasmic space as trehalose monomycolates (TMM), where they are conjugated to other cell wall components and to TMM to form trehalose dimycolates (TDM). Mycobacterial TMM, and the equivalent Corynebacterium glutamicum trehalose corynomycolates (TMCM), are transported across the inner membrane by MmpL3, or NCgl0228 and NCgl2769, respectively, although little is known about how this process is regulated. Here, we show that transient acetylation of the mycolyl moiety of TMCM is required for periplasmic export. A bioinformatic search identified a gene in a cell wall biosynthesis locus encoding a putative acetyltransferase (M. tuberculosis Rv0228/C. glutamicum NCgl2759) that was highly conserved in all sequenced Corynebacterineae. Deletion of C. glutamicum NCgl2759 resulted in the accumulation of TMCM, with a concomitant reduction in surface transport of this glycolipid and syntheses of cell wall trehalose dicorynomycolates. Strikingly, loss of NCgl2759 was associated with a defect in the synthesis of a minor, and previously uncharacterized, glycolipid species. This lipid was identified as trehalose monoacetylcorynomycolate (AcTMCM) by mass spectrometry and chemical synthesis of the authentic standard. The in vitro synthesis of AcTMCM was dependent on acetyl-CoA, whereas in vivo [(14)C]-acetate pulse-chase labeling showed that this lipid was rapidly synthesized and turned over in wild-type and genetically complemented bacterial strains. Significantly, the biochemical and TMCM/TDCM transport phenotype observed in the ΔNCgl2759 mutant was phenocopied by inhibition of the activities of the two C. glutamicum MmpL3 homologues. Collectively, these data suggest that NCgl2759 is a novel TMCM mycolyl acetyltransferase (TmaT) that regulates transport of TMCM and is a potential drug target in pathogenic species.
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Affiliation(s)
| | | | | | | | | | - Peter Meikle
- Metabolomics
Laboratory, Baker IDI Heart and Diabetes Institute, 75 Commercial
Road, Melbourne, Victoria 3004, Australia
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Vercruysse M, Köhrer C, Davies BW, Arnold MFF, Mekalanos JJ, RajBhandary UL, Walker GC. The highly conserved bacterial RNase YbeY is essential in Vibrio cholerae, playing a critical role in virulence, stress regulation, and RNA processing. PLoS Pathog 2014; 10:e1004175. [PMID: 24901994 PMCID: PMC4047096 DOI: 10.1371/journal.ppat.1004175] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Accepted: 04/24/2014] [Indexed: 11/18/2022] Open
Abstract
YbeY, a highly conserved protein, is an RNase in E. coli and plays key roles in both processing of the critical 3′ end of 16 S rRNA and in 70 S ribosome quality control under stress. These central roles account for YbeY's inclusion in the postulated minimal bacterial genome. However, YbeY is not essential in E. coli although loss of ybeY severely sensitizes it to multiple physiological stresses. Here, we show that YbeY is an essential endoribonuclease in Vibrio cholerae and is crucial for virulence, stress regulation, RNA processing and ribosome quality control, and is part of a core set of RNases essential in most representative pathogens. To understand its function, we analyzed the rRNA and ribosome profiles of a V. cholerae strain partially depleted for YbeY and other RNase mutants associated with 16 S rRNA processing; our results demonstrate that YbeY is also crucial for 16 S rRNA 3′ end maturation in V. cholerae and that its depletion impedes subunit assembly into 70 S ribosomes. YbeY's importance to V. cholerae pathogenesis was demonstrated by the complete loss of mice colonization and biofilm formation, reduced cholera toxin production, and altered expression levels of virulence-associated small RNAs of a V. cholerae strain partially depleted for YbeY. Notably, the ybeY genes of several distantly related pathogens can fully complement an E. coli ΔybeY strain under various stress conditions, demonstrating the high conservation of YbeY's activity in stress regulation. Taken together, this work provides the first comprehensive exploration of YbeY's physiological role in a human pathogen, showing its conserved function across species in essential cellular processes. Bacteria adapt and survive unfavorable environments by quickly changing their gene expression and physiology, for example as pathogens do during infection of host cells. Gene expression is often determined by RNA turnover, a balance between transcription and RNA decay carried out by multiple RNases. The recently identified RNase YbeY was shown in E. coli to participate in rRNA maturation and 70 S ribosome quality control, however YbeY's roles in other organisms and the extent of functional conservation is unknown. Here, we show that YbeY is an essential RNase in the pathogen Vibrio cholerae, critical for cell fitness and general stress tolerance. We demonstrate that YbeY is crucial for 16 S rRNA 3′ end maturation, assembly of functional 70 S ribosomes and ribosome quality control. Moreover, YbeY regulates virulence-associated small RNAs and its depletion leads to an overall reduction in pathogenesis, exemplified by significantly decreased biofilm formation, mouse colonization and cholera toxin production. We also show that YbeY belongs to a minimal core set of RNases essential in most representative pathogens. The multifaceted roles of YbeY in several essential cellular processes and its highly conserved function across bacterial species, suggest that YbeY could be an attractive new antimicrobial target.
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Affiliation(s)
- Maarten Vercruysse
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Caroline Köhrer
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Bryan W. Davies
- Department of Molecular Biosciences, The University of Texas at Austin, Austin, Texas, United States of America
| | - Markus F. F. Arnold
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - John J. Mekalanos
- Department of Microbiology and Immunobiology, Harvard Medical School, Boston, Massachussets, United States of America
| | - Uttam L. RajBhandary
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
| | - Graham C. Walker
- Department of Biology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America
- * E-mail:
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Banerjee S, Agrawal MJ, Mishra D, Sharan S, Balaram H, Savithri HS, Murthy MRN. Structural and kinetic studies on adenylosuccinate lyase from Mycobacterium smegmatis and Mycobacterium tuberculosis provide new insights on the catalytic residues of the enzyme. FEBS J 2014; 281:1642-58. [PMID: 24479855 DOI: 10.1111/febs.12730] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2013] [Revised: 01/15/2014] [Accepted: 01/23/2014] [Indexed: 11/28/2022]
Abstract
UNLABELLED Adenylosuccinate lyase (ASL), an enzyme involved in purine biosynthesis, has been recognized as a drug target against microbial infections. In the present study, ASL from Mycobacterium smegmatis (MsASL) and Mycobacterium tuberculosis (MtbASL) were cloned, purified and crystallized. The X-ray crystal structure of MsASL was determined at a resolution of 2.16 Å. It is the first report of an apo-ASL structure with a partially ordered active site C3 loop. Diffracting crystals of MtbASL could not be obtained and a model for its structure was derived using MsASL as a template. These structures suggest that His149 and either Lys285 or Ser279 of MsASL are the residues most likely to function as the catalytic acid and base, respectively. Most of the active site residues were found to be conserved, with the exception of Ser148 and Gly319 of MsASL. Ser148 is structurally equivalent to a threonine in most other ASLs. Gly319 is replaced by an arginine residue in most ASLs. The two enzymes were catalytically much less active compared to ASLs from other organisms. Arg319Gly substitution and reduced flexibility of the C3 loop might account for the low catalytic activity of mycobacterial ASLs. The low activity is consistent with the slow growth rate of Mycobacteria and their high GC containing genomes, as well as their dependence on other salvage pathways for the supply of purine nucleotides. STRUCTURED DIGITAL ABSTRACT purB and purB bind by x-ray crystallography (View interaction).
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Affiliation(s)
- Sanchari Banerjee
- Molecular Biophysics Unit, Indian Institute of Science, Bangalore, India
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