1
|
Singh P, Jamal S, Ahmed F, Saqib N, Mehra S, Ali W, Roy D, Ehtesham NZ, Hasnain SE. Computational modeling and bioinformatic analyses of functional mutations in drug target genes in Mycobacterium tuberculosis. Comput Struct Biotechnol J 2021; 19:2423-2446. [PMID: 34025934 PMCID: PMC8113780 DOI: 10.1016/j.csbj.2021.04.034] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 04/09/2021] [Accepted: 04/15/2021] [Indexed: 11/29/2022] Open
Abstract
MycoTRAP-DB, a database of mutations and their impact on normal functionality of protein in M.tb genes. Several secondary mutations were identified with significant impact on protein structure and function. Comprehensive information gives insight for screening of suspected hotspots in advance to combat drug resistant TB.
Tuberculosis (TB) continues to be the leading cause of deaths due to its persistent drug resistance and the consequent ineffectiveness of anti-TB treatment. Recent years witnessed huge amount of sequencing data, revealing mutations responsible for drug resistance. However, the lack of an up-to-date repository remains a barrier towards utilization of these data and identifying major mutations-associated with resistance. Amongst all mutations, non-synonymous mutations alter the amino acid sequence of a protein and have a much greater effect on pathogenicity. Hence, this type of gene mutation is of prime interest of the present study. The purpose of this study is to develop an updated database comprising almost all reported substitutions within the Mycobacterium tuberculosis (M.tb) drug target genes rpoB, inhA, katG, pncA, gyrA and gyrB. Various bioinformatics prediction tools were used to assess the structural and biophysical impacts of the resistance causing non-synonymous single nucleotide polymorphisms (nsSNPs) at the molecular level. This was followed by evaluating the impact of these mutations on binding affinity of the drugs to target proteins. We have developed a comprehensive online resource named MycoTRAP-DB (Mycobacterium tuberculosis Resistance Associated Polymorphisms Database) that connects mutations in genes with their structural, functional and pathogenic implications on protein. This database is accessible at http://139.59.12.92. This integrated platform would enable comprehensive analysis and prioritization of SNPs for the development of improved diagnostics and antimycobacterial medications. Moreover, our study puts forward secondary mutations that can be important for prognostic assessments of drug-resistance mechanism and actionable anti-TB drugs.
Collapse
Affiliation(s)
- Pooja Singh
- Jamia Hamdard Institute of Molecular Medicine, Jamia Hamdard, New Delhi 110062, India
| | - Salma Jamal
- Jamia Hamdard Institute of Molecular Medicine, Jamia Hamdard, New Delhi 110062, India
| | - Faraz Ahmed
- Jamia Hamdard Institute of Molecular Medicine, Jamia Hamdard, New Delhi 110062, India
| | - Najumu Saqib
- Jamia Hamdard Institute of Molecular Medicine, Jamia Hamdard, New Delhi 110062, India
| | - Seema Mehra
- Jamia Hamdard Institute of Molecular Medicine, Jamia Hamdard, New Delhi 110062, India
| | - Waseem Ali
- Jamia Hamdard Institute of Molecular Medicine, Jamia Hamdard, New Delhi 110062, India
| | - Deodutta Roy
- Department of Environmental and Occupational Health, Florida International University, Miami 33029, USA
| | - Nasreen Z Ehtesham
- ICMR-National Institute of Pathology, Safdarjung Hospital Campus, New Delhi, India
| | - Seyed E Hasnain
- Department of Life Sciences, School of Basic Sciences and Research, Sharda University, Greater Noida 201301, India.,Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology, Delhi (IIT-D), Hauz Khas, New Delhi 110016, India
| |
Collapse
|
2
|
Lowrence RC, Ramakrishnan A, Sundaramoorthy NS, Shyam A, Mohan V, Subbarao HMV, Ulaganathan V, Raman T, Solomon A, Nagarajan S. Norfloxacin salts of carboxylic acids curtail planktonic and biofilm mode of growth in ESKAPE pathogens. J Appl Microbiol 2018; 124:408-422. [PMID: 29178633 DOI: 10.1111/jam.13651] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Revised: 09/14/2017] [Accepted: 11/17/2017] [Indexed: 12/19/2022]
Abstract
AIMS To enhance the antimicrobial and antibiofilm activity of norfloxacin against the planktonic and biofilm mode of growth in ESKAPE pathogens using chemically modified norfloxacin salts. METHODS AND RESULTS Antimicrobial testing, synergy testing and time-kill curve analysis were performed to evaluate antibacterial effect of norfloxacin carboxylic acid salts against ESKAPE pathogens. In vivo efficacy to reduce bacterial bioburden was evaluated in zebrafish infection model. Crystal violet assay and live-dead staining were performed to discern antibiofilm effect. Membrane permeability, integrity and molecular docking studies were carried out to ascertain the mechanism of action. The carboxylic acid salts, relative to parent molecule norfloxacin, displayed two- to fourfold reduction in minimum inhibitory concentration against Staphylococcus aureus and Pseudomonas aeruginosa, in addition to displaying potent bacteriostatic effect against certain members of ESKAPE pathogens. In vivo treatments revealed that norfloxacin tartrate (SRIN2) reduced MRSA bioburden by greater than 1 log fold relative to parent molecule in the muscle tissue. In silico docking with gyrA of S. aureus showed increased affinity of SRIN2 towards DNA gyrase. The enhanced antibacterial effect of norfloxacin salts could be partially accounted by altered membrane permeability in S. aureus and perturbed membrane integrity in P. aeruginosa. Antibiofilm studies revealed that SRIN2 (norfloxacin tartrate) and SRIN3 (norfloxacin benzoate) exerted potent antibiofilm effect particularly against Gram-negative ESKAPE pathogens. The impaired colonization of both S. aureus and P. aeruginosa due to improved norfloxacin salts was further supported by live-dead imaging. CONCLUSION Norfloxacin carboxylic acid salts can act as potential alternatives in terms of drug resensitization and reuse. SIGNIFICANCE AND IMPACT OF THE STUDY Our study shows that carboxylic acid salts of norfloxacin could be effectively employed to treat both planktonic- and biofilm-based infections caused by select members of ESKAPE pathogens.
Collapse
Affiliation(s)
- R C Lowrence
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India.,Center for Research on Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - A Ramakrishnan
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - N S Sundaramoorthy
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - A Shyam
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - V Mohan
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - H M V Subbarao
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - V Ulaganathan
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - T Raman
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| | - A Solomon
- Department of Chemistry, School of Engineering, Dayananda Sagar University, Bangalore, Karnataka, India
| | - S Nagarajan
- School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India.,Center for Research on Infectious Diseases (CRID), School of Chemical and Biotechnology, SASTRA University, Thanjavur, Tamil Nadu, India
| |
Collapse
|
3
|
Mamatha H, Shanthi V. Baseline resistance and cross-resistance among fluoroquinolones in multidrug-resistant Mycobacterium tuberculosis isolates at a national reference laboratory in India. J Glob Antimicrob Resist 2018; 12:5-10. [DOI: 10.1016/j.jgar.2017.08.014] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2017] [Revised: 08/04/2017] [Accepted: 08/28/2017] [Indexed: 11/28/2022] Open
|
4
|
Ushio R, Yamamoto M, Nakashima K, Watanabe H, Nagai K, Shibata Y, Tashiro K, Tsukahara T, Nagakura H, Horita N, Sato T, Shinkai M, Kudo M, Ueda A, Kaneko T. Digital PCR assay detection of circulating Mycobacterium tuberculosis DNA in pulmonary tuberculosis patient plasma. Tuberculosis (Edinb) 2016; 99:47-53. [PMID: 27450004 DOI: 10.1016/j.tube.2016.04.004] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 04/02/2016] [Accepted: 04/10/2016] [Indexed: 11/19/2022]
Abstract
Nucleic acid amplification tests are a major diagnostic tool for pulmonary tuberculosis (PTB). Recently, digital PCR (dPCR) assay has improved sensitivity for the detection of small copy numbers of target molecules. The aim of this study is to explore the utility of dPCR for detecting Mycobacterium tuberculosis (MTB) DNA in PTB patient plasma. Total DNA was purified from plasma samples of newly diagnosed sputum smear-positive PTB patients. Copy numbers of MTB-specific genes in the samples were quantified with dPCR assays targeted for IS6110 or gyrB. A total of 33 PTB patients were enrolled. Significant differences between PTB patients and controls were observed in copy numbers of both targets: IS6110 mean ± SD, 144.8 ± 538.3 vs 0.44 ± 0.49 (copies/20 μL, p = 0.004; Mann-Whitney U test) and gyrB mean ± SD, 359.0 ± 2116 vs 0.07 ± 0.28 (copies/20 μL, p = 0.011; Mann-Whitney U test), respectively. This test had sensitivities of 65% or 29% and a specificity of 93% or 100% with the IS6110-targeted or gyrB-targeted assays, respectively. A dPCR assay successfully detected MTB DNA in PTB patient plasma. This minimally invasive and accurate method has potential to become an alternative diagnostic option.
Collapse
Affiliation(s)
- Ryota Ushio
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Masaki Yamamoto
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan.
| | - Kentaro Nakashima
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hiroki Watanabe
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Kenjiro Nagai
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Yuji Shibata
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Ken Tashiro
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Toshinori Tsukahara
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Hideyuki Nagakura
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Nobuyuki Horita
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Takashi Sato
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Masaharu Shinkai
- Respiratory Disease Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Makoto Kudo
- Respiratory Disease Center, Yokohama City University Medical Center, Yokohama, Japan
| | - Atsuhisa Ueda
- Department of Internal Medicine and Clinical Immunology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| | - Takeshi Kaneko
- Department of Pulmonology, Yokohama City University Graduate School of Medicine, Yokohama, Japan
| |
Collapse
|