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Ge Q, Ma Y, Zhang L, Ma L, Zhao C, Chen Y, Huang X, Shu W, Chen S, Wang F, Li B, Han X, Shi L, Wang X, Li Y, Yang S, Cao W, Liu Q, Chen L, Wu C, Ouyang B, Wang F, Li P, Wu X, Xi X, Leng X, Zhang H, Li H, Li J, Yang C, Zhang P, Cui H, Liu Y, Kong C, Sun Z, Du J, Gao W. Effect of a modified regimen on drug-sensitive retreated pulmonary tuberculosis: A multicenter study in China. Front Public Health 2023; 11:1039399. [PMID: 36778546 PMCID: PMC9909400 DOI: 10.3389/fpubh.2023.1039399] [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: 09/08/2022] [Accepted: 01/06/2023] [Indexed: 01/27/2023] Open
Abstract
Background and objective Retreatment pulmonary tuberculosis (PTB) still accounts for a large proportion of tuberculosis, and the treatment outcome is unfavorable. The recurrence of retreatment PTB based on long-term follow-up has not been well demonstrated. This study aimed to evaluate effect of a modified regimen on drug-sensitive retreated pulmonary tuberculosis. Methods This multicenter cohort study was conducted in 29 hospitals from 23 regions of China from July 1, 2009, to December 31, 2020. Patients were divided into two treatment regimen groups including experimental group [modified regimen (4H-Rt2-E-Z-S(Lfx)/4H-Rt2-E)]and control group [standard regimen (2H-R-E-Z-S/6H-R-E or 3H-R-E-Z/6H-R-E)]. The patients enrolled were followed up of 56 months after successful treatment. We compared the treatment success rate, treatment failure rate, adverse reaction rate, and recurrence rate between two regimens. Multivariate Cox regression model was used to identify the potential risk factors for recurrence after successful treatment with proportional hazards assumptions tested for all variables. Results A total of 381 patients with retreatment PTB were enrolled, including 244 (64.0%) in the experimental group and 137 (36.0%) in the control group. Overall, the treatment success rate was significant higher in the experimental group than control group (84.0 vs. 74.5%, P = 0.024); no difference was observed in adverse reactions between the two groups (25.8 vs. 21.2%, P > 0.05). A total of 307 patients completed the 56 months of follow-up, including 205 with the modified regimen and 102 with the standard regimen. Among these, 10 cases (3.3%) relapsed, including 3 in the experimental group and 7 in the control group (1.5% vs 6.9%, P = 0.035). Reduced risks of recurrence were observed in patients treated with the modified regimen compared with the standard regimen, and the adjusted hazard ratio was 0.19 (0.04-0.77). Conclusion The modified retreatment regimen had more favorable treatment effects, including higher treatment success rate and lower recurrence rate in patients with retreated drug-sensitive PTB.
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Affiliation(s)
- Qiping Ge
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Yan Ma
- Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences, Beijing, China,Institute of Chinese Materia Medica, China Academy of Chinese Medical Sciences, Beijing, China
| | - Lijie Zhang
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China,Administration Office, Clinical Center on Tuberculosis, China CDC, Beijing, China
| | - Liping Ma
- Department of TB Control, Henan Center for Disease Control and Prevention, Zhengzhou, Henan, China
| | - Caiyan Zhao
- Department of Tuberculosis, Haerbin Chest Hospital, Haerbin, China
| | - Yuhui Chen
- Department of Outpatients, Center for Tuberculosis Control of Guangdong Province, Guangzhou, Guangdong, China
| | - Xuerui Huang
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Wei Shu
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China,Administration Office, Clinical Center on Tuberculosis, China CDC, Beijing, China
| | - Shengyu Chen
- Department of Outpatients, Center for Tuberculosis Control of Tianjin, Tianjin, China
| | - Fei Wang
- Department of TB Control, Zhejiang Center for Disease Control and Prevention, Hangzhou, Zhejiang, China
| | - Bo Li
- Department of Outpatients, Beijing Center for Disease Control and Prevention, Beijing, China
| | - Xiqin Han
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Lian Shi
- Department of Tuberculosis, Shenyang Chest Hospital, Shenyang, Liaoning, China
| | - Xin Wang
- Department of TB Control, Heilongjiang Center for Disease Control and Prevention, Haerbin, Heilongjiang, China
| | - Youlun Li
- Department of Tuberculosis, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Shangpeng Yang
- Department of Tuberculosis, Jingzhou Hospital for Infectious Diseases, Jingzhou, Hubei, China
| | - Wenli Cao
- Department of Infectious Disease, Beijing Geriatric Hospital, Beijing, China
| | - Qianying Liu
- Department of Tuberculosis, 8th Medical Center, PLA General Hospital, Beijing, China
| | - Ling Chen
- Department of Respiratory and Critical Care Medicine, Affiliated Hospital of Zunyi Medical University, Zunyi, Guizhou, China
| | - Chao Wu
- Department of Tuberculosis, The 3rd People's Hospital of Zhenjiang, Zhenjiang, Jiangsu, China
| | - Bing Ouyang
- Department of Tuberculosis, Kunming 3rd People's Hospital, Kunming, Yunnan, China
| | - Furong Wang
- Department of Medicine, The 4th Hospital of Inner Mongolia Autonomous Region, Huhehaote, China
| | - Po Li
- Department of Tuberculosis, The 3rd Hospital of Baotou, Baotou, China
| | - Xiang Wu
- Department of Tuberculosis, Jingmen Center for Disease Control and Prevention, Jingmen, Hubei, China
| | - Xiue Xi
- Department of Tuberculosis, The First Affiliated Hospital of Xinxiang Medical College, Xinxiang, China
| | - Xueyan Leng
- Department of Tuberculosis, The 3rd Hospital of Qinhuangdao, Qinhuangdao, Hebei, China
| | - Haiqing Zhang
- Department of Tuberculosis, Xuzhou Hospital for Infectious Diseases, Xuzhou, Jiangsu, China
| | - Hua Li
- Department of Tuberculosis, Linfen 3rd People's Hospital, Linfen, Shanxi, China
| | - Juan Li
- Department of TB Control, Guangxi Zhuang Autonomous Region Center for Disease Control and Prevention, Nangning, China
| | - Chengqing Yang
- Department of Respiratory and Critical Care Medicine of Wuhan Tuberculosis Institute, Wuhan, Hubei, China
| | - Peng Zhang
- Department of Tuberculosis, 4th Hospital of Tangshan City, Tangshan, Hebei, China
| | - Hongzhe Cui
- Department of Tuberculosis Control, Yanbian Institute of Tuberculosis Prevention and Control, Yanbian, Jilin, China
| | - Yuhong Liu
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Chengcheng Kong
- Translational Medicine Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China
| | - Zhaogang Sun
- Translational Medicine Center, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China,*Correspondence: Zhaogang Sun ✉
| | - Jian Du
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China,Jian Du ✉
| | - Weiwei Gao
- Department of Tuberculosis, Beijing Chest Hospital, Capital Medical University, Beijing Tuberculosis and Thoracic Tumor Research Institute, Beijing, China,Weiwei Gao ✉
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Jia H, Chu H, Dai G, Cao T, Sun Z. Rv1258c acts as a drug efflux pump and growth controlling factor in Mycobacterium tuberculosis. Tuberculosis (Edinb) 2022; 133:102172. [PMID: 35158297 DOI: 10.1016/j.tube.2022.102172] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 01/17/2022] [Accepted: 01/23/2022] [Indexed: 11/27/2022]
Abstract
The possible role of efflux pump as a survival mechanism in Mycobacterium tuberculosis (M. tb) is gaining an increasing attention. Previously, Rv1258c (Tap) and its certain mutations confer the clinically relevant drug resistance. In this study, we found new mutations of Rv1258c in G195C, T297P and I328T. Effect of modulating T297P and I328T on the drug resistance by knockout and complement in M. tb H37Rv showed that M. tb ΔRv1258c showed a slightly lower MIC for rifampin, ethambutol, ofloxacin, amikacin, capreomycin and streptomycin than M. tb H37Rv WT and the complement. Rv1258c T297P and Rv1258c I328T showed an increased drug resistance to ethambutol and capreomycin than the complement of Rv1258c WT. Most importantly, M. tb ΔRv1258c exhibited a slow growth in the normal culture medium. TMT-based quantitative proteomics analysis of M. tb ΔRv1258c and WT showed that the knockout of Rv1258c greatly down-regulated the expression of the ribosome system and one of the special five type VII secretion systems, ESX-3, which impaired the bacterial growth. These results indicate that the newly found T297P and I328T mutations of Rv1258c contributed to an increased resistance to ethambutol and capreomycin, and Rv1258c as growth controlling factor influencing the growth of M. tb.
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Affiliation(s)
- Hongbing Jia
- Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China; Translational Medicine Center, Beijing Chest Hospital, Capital Medical University, Beijing, 101149, China
| | - Hongqian Chu
- Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China; Translational Medicine Center, Beijing Chest Hospital, Capital Medical University, Beijing, 101149, China
| | - Guangming Dai
- Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China; Translational Medicine Center, Beijing Chest Hospital, Capital Medical University, Beijing, 101149, China
| | - Tingming Cao
- Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China; Translational Medicine Center, Beijing Chest Hospital, Capital Medical University, Beijing, 101149, China
| | - Zhaogang Sun
- Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China; Translational Medicine Center, Beijing Chest Hospital, Capital Medical University, Beijing, 101149, China.
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3
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Baidoo EEK, Teixeira Benites V. Mass Spectrometry-Based Microbial Metabolomics: Techniques, Analysis, and Applications. Methods Mol Biol 2019; 1859:11-69. [PMID: 30421222 DOI: 10.1007/978-1-4939-8757-3_2] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
The demand for understanding the roles genes play in biological systems has steered the biosciences into the direction the metabolome, as it closely reflects the metabolic activities within a cell. The importance of the metabolome is further highlighted by its ability to influence the genome, transcriptome, and proteome. Consequently, metabolomic information is being used to understand microbial metabolic networks. At the forefront of this work is mass spectrometry, the most popular metabolomics measurement technique. Mass spectrometry-based metabolomic analyses have made significant contributions to microbiological research in the environment and human disease. In this chapter, we break down the technical aspects of mass spectrometry-based metabolomics and discuss its application to microbiological research.
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Affiliation(s)
- Edward E K Baidoo
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA.
- Joint BioEnergy Institute, Emeryville, California, USA.
| | - Veronica Teixeira Benites
- Biological Systems and Engineering Division, Lawrence Berkeley National Laboratory, Berkeley, California, USA
- Joint BioEnergy Institute, Emeryville, California, USA
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Zhao JL, Liu W, Xie WY, Cao XD, Yuan L. Viability, biofilm formation, and MazEF expression in drug-sensitive and drug-resistant Mycobacterium tuberculosis strains circulating in Xinjiang, China. Infect Drug Resist 2018; 11:345-358. [PMID: 29563815 PMCID: PMC5846055 DOI: 10.2147/idr.s148648] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
Background Tuberculosis (TB) caused by Mycobacterium tuberculosis (MTB) is one of the most common chronic infectious amphixenotic diseases worldwide. Prevention and control of TB are greatly difficult, due to the increase in drug-resistant TB, particularly multidrug-resistant TB. We speculated that there were some differences between drug-sensitive and drug-resistant MTB strains and that mazEF3,6,9 toxin–antitoxin systems (TASs) were involved in MTB viability. This study aimed to investigate differences in viability, biofilm formation, and MazEF expression between drug-sensitive and drug-resistant MTB strains circulating in Xinjiang, China, and whether mazEF3,6,9 TASs contribute to MTB viability under stress conditions. Materials and methods Growth profiles and biofilm-formation abilities of drug-sensitive, drug-resistant MTB strains and the control strain H37Rv were monitored. Using molecular biology experiments, the mRNA expression of the mazF3, 6, and 9 toxin genes, the mazE3, 6, and 9 antitoxin genes, and expression of the MazF9 protein were detected in the different MTB strains, H37RvΔmazEF3,6,9 mutants from the H37Rv parent strain were generated, and mutant viability was tested. Results Ex vivo culture analyses demonstrated that drug-resistant MTB strains exhibit higher survival rates than drug-sensitive strains and the control strain H37Rv. However, there was no statistical difference in biofilm-formation ability in the drug-sensitive, drug-resistant, and H37Rv strains. mazE3,6 mRNA-expression levels were relatively reduced in the drug-sensitive and drug-resistant strains compared to H37Rv. Conversely, mazE3,9 expression was increased in drug-sensitive strains compared to drug-resistant strains. Furthermore, compared with the H37Rv strain, mazF3,6 expression was increased in drug-resistant strains, mazF9 expression was increased in drug-sensitive strains, and mazF9 exhibited reduced expression in drug-resistant strains compared with drug-sensitive strains. Protein expression of mazF9 was increased in drug-sensitive and drug-resistant strains compared to H37Rv, while drug-resistant strains exhibited reduced mazF9 expression compared to drug-sensitive strains. Compared to H37Rv, H37RvΔmazEF3,6,9-deletion mutants grew more slowly under both stress conditions, and their ability to survive in host macrophages was also weaker. Furthermore, the host macrophage-apoptosis rate was higher after infection with any of the H37RvΔmazEF3,6,9 mutants than with the H37Rv strain. Conclusion The increased viability of MTB drug-resistant strains compared with drug-sensitive strains is likely to be related to differential MazEF mRNA and protein expression. mazEF3,6,9 TASs contribute to MTB viability under stress conditions.
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Affiliation(s)
- Ji-Li Zhao
- Department of Pathogenic Biology and Immunology, Medical School of Shihezi University, Shihezi, China
| | - Wei Liu
- Department of Pathogenic Biology and Immunology, Medical School of Shihezi University, Shihezi, China
| | - Wan-Ying Xie
- Department of Pathogenic Biology and Immunology, Medical School of Shihezi University, Shihezi, China
| | - Xu-Dong Cao
- Department of Pathogenic Biology and Immunology, Medical School of Shihezi University, Shihezi, China
| | - Li Yuan
- Department of Pathogenic Biology and Immunology, Medical School of Shihezi University, Shihezi, China
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5
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Xu Y, Wu J, Liao S, Sun Z. Treating tuberculosis with high doses of anti-TB drugs: mechanisms and outcomes. Ann Clin Microbiol Antimicrob 2017; 16:67. [PMID: 28974222 PMCID: PMC5627446 DOI: 10.1186/s12941-017-0239-4] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2017] [Accepted: 09/13/2017] [Indexed: 01/21/2023] Open
Abstract
Tuberculosis (TB) is considered as one of the most serious threats to public health in many parts of the world. The threat is even more severe in the developing countries where there is a lack of advanced medical amenities and contemporary anti-TB drugs. In such situations, dosage optimization of existing medication regimens seems to be the only viable option. Therapeutic drug monitoring study results suggest that high-dose treatment regimens can compensate the low serum concentration of anti-TB drugs and shorten the therapy duration. The article presents a critical review on the possible changes that occur in the host and the pathogen upon the administration of standard and high-dose regimens. Some of the most common factors that are responsible for low anti-TB drug concentrations in the serum are differences in hosts' body weight, metabolic processing of the drug, malabsorption and/or drug-drug interaction. Furthermore, failure to reach the cavitary pulmonary and extrapulmonary tissues also contributes to the therapeutic inefficiency of the drugs. In such conditions, administration of higher doses can help in compensating the pathogenic outcomes of enhancement of the pathogen's physical barriers, efflux pumps and genetic mutations. The present article also presents a summary of the recorded treatment outcomes of clinical trials that were conducted to test the efficacy of administration of high dose of anti-tuberculosis drugs. This review will help physicians across the globe to understand the underlying pathophysiological changes (including side effects) that dictate the clinical outcomes in patients administered with standard and/or high dose anti-TB drugs.
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Affiliation(s)
- Yuhui Xu
- Institute of Chinese Materia Medica, China Academy of Chinese Medical Science, Beijing, 100700, China
| | - Jianan Wu
- National Tuberculosis Clinical Laboratory, Beijing Chest Hospital, Capital Medical University, 9 Beiguan Street, Tongzhou District, Beijing, 101149, China.,Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China
| | - Sha Liao
- National Tuberculosis Clinical Laboratory, Beijing Chest Hospital, Capital Medical University, 9 Beiguan Street, Tongzhou District, Beijing, 101149, China.,Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China
| | - Zhaogang Sun
- National Tuberculosis Clinical Laboratory, Beijing Chest Hospital, Capital Medical University, 9 Beiguan Street, Tongzhou District, Beijing, 101149, China. .,Beijing Key Laboratory in Drug Resistant Tuberculosis Research, Beijing Tuberculosis & Thoracic Tumor Research Institute, Beijing, 101149, China.
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6
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Nasiri MJ, Haeili M, Ghazi M, Goudarzi H, Pormohammad A, Imani Fooladi AA, Feizabadi MM. New Insights in to the Intrinsic and Acquired Drug Resistance Mechanisms in Mycobacteria. Front Microbiol 2017; 8:681. [PMID: 28487675 PMCID: PMC5403904 DOI: 10.3389/fmicb.2017.00681] [Citation(s) in RCA: 82] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2016] [Accepted: 04/04/2017] [Indexed: 01/25/2023] Open
Abstract
Infectious diseases caused by clinically important Mycobacteria continue to be an important public health problem worldwide primarily due to emergence of drug resistance crisis. In recent years, the control of tuberculosis (TB), the disease caused by Mycobacterium tuberculosis (MTB), is hampered by the emergence of multidrug resistance (MDR), defined as resistance to at least isoniazid (INH) and rifampicin (RIF), two key drugs in the treatment of the disease. Despite the availability of curative anti-TB therapy, inappropriate and inadequate treatment has allowed MTB to acquire resistance to the most important anti-TB drugs. Likewise, for most mycobacteria other than MTB, the outcome of drug treatment is poor and is likely related to the high levels of antibiotic resistance. Thus, a better knowledge of the underlying mechanisms of drug resistance in mycobacteria could aid not only to select the best therapeutic options but also to develop novel drugs that can overwhelm the existing resistance mechanisms. In this article, we review the distinctive mechanisms of antibiotic resistance in mycobacteria.
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Affiliation(s)
- Mohammad J. Nasiri
- Department of Microbiology, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Mehri Haeili
- Department of Biology, Faculty of Natural Sciences, University of TabrizTabriz, Iran
| | - Mona Ghazi
- Department of Microbiology, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Hossein Goudarzi
- Department of Microbiology, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Ali Pormohammad
- Department of Microbiology, School of Medicine, Shahid Beheshti University of Medical SciencesTehran, Iran
| | - Abbas A. Imani Fooladi
- Applied Microbiology Research Center, Baqiyatallah University of Medical SciencesTehran, Iran
| | - Mohammad M. Feizabadi
- Department of Microbiology, School of Medicine, Tehran University of Medical SciencesTehran, Iran
- Thoracic Research Center, Imam Khomeini Hospital, Tehran University of Medical SciencesTehran, Iran
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7
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Sun L, Chen H, Lin W, Lin X. Quantitative proteomic analysis of Edwardsiella tarda in response to oxytetracycline stress in biofilm. J Proteomics 2017; 150:141-148. [DOI: 10.1016/j.jprot.2016.09.006] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 08/31/2016] [Accepted: 09/11/2016] [Indexed: 01/23/2023]
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8
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Rezadoost H, Karimi M, Jafari M. Proteomics of hot-wet and cold-dry temperaments proposed in Iranian traditional medicine: a Network-based Study. Sci Rep 2016; 6:30133. [PMID: 27452083 PMCID: PMC4959000 DOI: 10.1038/srep30133] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Accepted: 06/24/2016] [Indexed: 12/24/2022] Open
Abstract
Lack of molecular biology evidence has led clinical success of alternative and complementary medicine (CAM) to be marginalized. In turn, a large portion of life Science researchers could not communicate and help to develop therapeutic potential laid in these therapeutic approaches. In this study, we began to quantify descriptive classification theory in one of the CAM branches i.e. Iranian traditional medicine (ITM). Using proteomic tools and network analysis, the expressed proteins and their relationships were studied in mitochondrial lysate isolated from PBMCs from two different temperaments i.e. Hot-wet (HW) and Cold-dry (CD). The 82% of the identified proteins are over- or under-represented in distinct temperaments. Also, our result showed the different protein-protein interaction networks (PPIN) represented in these two temperaments using centrality and module finding analysis. Following the gene ontology and pathway enrichment analysis, we have found enriched biological terms in each group which are in conformity with the physiologically known evidence in ITM. In conclusion, we argued that the network biology which naturally consider life at the system level along with the different omics data will pave the way toward explicit delineation of the CAM activities.
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Affiliation(s)
- Hassan Rezadoost
- Department of Phytochemistry, Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, Tehran, Iran
| | - Mehrdad Karimi
- Persian Medicine and Pharmacy Research Center, Tehran University of Medical Sciences, Tehran, Iran.,School of Traditional Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Mohieddin Jafari
- Drug Design and Bioinformatics Unit, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran 131694-3551, Iran
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9
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Zaychikova MV, Zakharevich NV, Sagaidak MO, Bogolubova NA, Smirnova TG, Andreevskaya SN, Larionova EE, Alekseeva MG, Chernousova LN, Danilenko VN. Mycobacterium tuberculosis Type II Toxin-Antitoxin Systems: Genetic Polymorphisms and Functional Properties and the Possibility of Their Use for Genotyping. PLoS One 2015; 10:e0143682. [PMID: 26658274 PMCID: PMC4680722 DOI: 10.1371/journal.pone.0143682] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2015] [Accepted: 11/08/2015] [Indexed: 12/05/2022] Open
Abstract
Various genetic markers such as IS-elements, DR-elements, variable number tandem repeats (VNTR), single nucleotide polymorphisms (SNPs) in housekeeping genes and other groups of genes are being used for genotyping. We propose a different approach. We suggest the type II toxin-antitoxin (TA) systems, which play a significant role in the formation of pathogenicity, tolerance and persistence phenotypes, and thus in the survival of Mycobacterium tuberculosis in the host organism at various developmental stages (colonization, infection of macrophages, etc.), as the marker genes. Most genes of TA systems function together, forming a single network: an antitoxin from one pair may interact with toxins from other pairs and even from other families. In this work a bioinformatics analysis of genes of the type II TA systems from 173 sequenced genomes of M. tuberculosis was performed. A number of genes of type II TA systems were found to carry SNPs that correlate with specific genotypes. We propose a minimally sufficient set of genes of TA systems for separation of M. tuberculosis strains at nine basic genotype and for further division into subtypes. Using this set of genes, we genotyped a collection consisting of 62 clinical isolates of M. tuberculosis. The possibility of using our set of genes for genotyping using PCR is also demonstrated.
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Affiliation(s)
- Marina V. Zaychikova
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
- Scientific Research Center for Biotechnology of Antibiotics "BIOAN", Moscow, Russia
| | | | - Maria O. Sagaidak
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
- State University, Moscow Institute of Physics and Technology, Moscow, Russia
| | | | | | | | | | - Maria G. Alekseeva
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
| | | | - Valery N. Danilenko
- Vavilov Institute of General Genetics, Russian Academy of Sciences, Moscow, Russia
- Scientific Research Center for Biotechnology of Antibiotics "BIOAN", Moscow, Russia
- * E-mail:
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10
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Mutations Found in embCAB, embR, and ubiA Genes of Ethambutol-Sensitive and -Resistant Mycobacterium tuberculosis Clinical Isolates from China. BIOMED RESEARCH INTERNATIONAL 2015; 2015:951706. [PMID: 26417605 PMCID: PMC4568347 DOI: 10.1155/2015/951706] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Revised: 08/07/2015] [Accepted: 08/19/2015] [Indexed: 11/18/2022]
Abstract
To better understand the molecular mechanisms of Ethambutol (EMB) resistance, the mutant hot spot region of five genes (embB, embA, embC, embR, and ubiA) was amplified and sequenced in 109 EMB-resistant and 153 EMB-susceptible clinical isolates from China. Twenty-seven EMB-susceptible isolates were found to have nonsynonym mutations, 23 of which were in embB. The mutations occurred most frequently in embB (85.3%, 93) and were seldom in embC (2.8%, 3), embA (3.7%, 4), embR (3.7%, 4), and ubiA (8.3%, 9) in EMB-resistant isolates. For the embB gene, 63 isolates showed mutations at embB306, 20 at embB406, nine at embB497, and five at embB354 in EMB-resistant isolates. In addition, the particular mutants at embB406 and embB497 indicated both high levels of EMB resistance (MICs > 5 μg/mL) and broad anti-TB drug resistance spectrums. Our data supported the facts that embB306 could be used as a marker for EMB resistance with a sensitivity of 57.8% and a specificity of 78.8%.
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