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Correlation between Sputum Bacterial Culture Positive Rate and Drug Sensitivity Test Results and Disease Severity inInpatients and Its Clinical Significance: A SystematicReview and Meta-Analysis. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022; 2022:5102100. [PMID: 35875740 PMCID: PMC9303097 DOI: 10.1155/2022/5102100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 06/06/2022] [Accepted: 06/08/2022] [Indexed: 11/17/2022]
Abstract
Objective. To systematically evaluate the correlation between the positive rate of sputum bacterial culture and the results of drug sensitivity test and the severity of the disease and its clinical significance, so as to provide evidence-based medicine for clinical application. Methods. PubMed, Embase, ScienceDirect, Cochrane Library, China Knowledge Network Database (CNKI), China VIP Database, Wanfang Database, and China Biomedical Literature Database (CBM) online database were used. The retrieval time limit was from the establishment of the database to the present. Data for all included studies were extracted by two independent researchers, and the risk of bias for the quality of each included study was assessed by the Cochrane Handbook 5.1.0 criteria. RevMan5.4 statistical software was used to analyze the collected data by meta. Results. In the end, 6 RCT articles were included. Overall, 613 samples were included in 6 RCT studies. The correlation between the positive rate of sputum bacterial culture in inpatients and the severity of the disease was meta-analyzed. The heterogeneity test results showed that Chi2 = 177.20, df = 3, P < 0.00001, and I2 = 98%, indicating that there was obvious heterogeneity among the included research data. It was considered that there was a correlation between the positive rate of sputum bacterial culture and the severity of the disease. The correlation between the results of the drug sensitivity test of inpatients and the severity of the disease was evaluated. The results of the heterogeneity test showed that Chi2 = 0.00, df = 1, P = 1 > 0.05, and I2 = 0%, indicating that there was no heterogeneity among the included research data. In addition, the combined effect of WMD was analyzed by the fixed effect model. The combined effect dose WMD test was Z = 6.58 (P < 0.00001). It was considered that there was a correlation between the results of the drug sensitivity test and the severity of the disease. Conclusion. There is a correlation between positive sputum culture and drug sensitivity test results and the severity of the disease in hospitalized patients. In clinical practice, for hospitalized patients, the positive sputum bacterial culture rate and drug sensitivity test results can be used to guide the appropriate use of antibiotics. Due to the low input from the literature, more studies with higher methodological quality and longer follow-up are needed for further validation.
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Liu X, Zhao F, Liu H, Xie Y, Zhao D, Li C. Transcriptomics and metabolomics reveal the adaption of Akkermansia muciniphila to high mucin by regulating energy homeostasis. Sci Rep 2021; 11:9073. [PMID: 33907216 PMCID: PMC8079684 DOI: 10.1038/s41598-021-88397-z] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 04/12/2021] [Indexed: 02/02/2023] Open
Abstract
In gut, Akkermansia muciniphila (A. muciniphila) probably exerts its probiotic activities by the positive modulation of mucus thickness and gut barrier integrity. However, the potential mechanisms between A. muciniphila and mucin balance have not been fully elucidated. In this study, we cultured the bacterium in a BHI medium containing 0% to 0.5% mucin, and transcriptome and gas chromatography mass spectrometry (GC-MS) analyses were performed. We found that 0.5% (m/v) mucin in a BHI medium induced 1191 microbial genes to be differentially expressed, and 49 metabolites to be changed. The metabolites of sorbose, mannose, 2,7-anhydro-β-sedoheptulose, fructose, phenylalanine, threonine, lysine, ornithine, asparagine, alanine and glutamic acid were decreased by 0.5% mucin, while the metabolites of leucine, valine and N-acetylneuraminic acid were increased. The association analysis between transcriptome and metabolome revealed that A. muciniphila gave strong responses to energy metabolism, amino sugar and nucleotide sugar metabolism, and galactose metabolism pathways to adapt to high mucin in the medium. This finding showed that only when mucin reached a certain concentration in a BHI medium, A. muciniphila could respond to the culture environment significantly at the level of genes and metabolites, and changed its metabolic characteristics by altering the effect on carbohydrates and amino acids.
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Affiliation(s)
- Xinyue Liu
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Key Laboratory of Meat Processing, Ministry of Agriculture and Rural Affairs, Jiangsu Collaborative Innovation Centre of Meat Production and Processing, Quality and Safety Control, Meat Production, College of Food Science and Technology, Nanjing Agricultural University, Weigang 1#, Nanjing, 210095, People's Republic of China
| | - Fan Zhao
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Key Laboratory of Meat Processing, Ministry of Agriculture and Rural Affairs, Jiangsu Collaborative Innovation Centre of Meat Production and Processing, Quality and Safety Control, Meat Production, College of Food Science and Technology, Nanjing Agricultural University, Weigang 1#, Nanjing, 210095, People's Republic of China
| | - Hui Liu
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Key Laboratory of Meat Processing, Ministry of Agriculture and Rural Affairs, Jiangsu Collaborative Innovation Centre of Meat Production and Processing, Quality and Safety Control, Meat Production, College of Food Science and Technology, Nanjing Agricultural University, Weigang 1#, Nanjing, 210095, People's Republic of China
| | - Yunting Xie
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Key Laboratory of Meat Processing, Ministry of Agriculture and Rural Affairs, Jiangsu Collaborative Innovation Centre of Meat Production and Processing, Quality and Safety Control, Meat Production, College of Food Science and Technology, Nanjing Agricultural University, Weigang 1#, Nanjing, 210095, People's Republic of China
| | - Di Zhao
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Key Laboratory of Meat Processing, Ministry of Agriculture and Rural Affairs, Jiangsu Collaborative Innovation Centre of Meat Production and Processing, Quality and Safety Control, Meat Production, College of Food Science and Technology, Nanjing Agricultural University, Weigang 1#, Nanjing, 210095, People's Republic of China
| | - Chunbao Li
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education, Key Laboratory of Meat Processing, Ministry of Agriculture and Rural Affairs, Jiangsu Collaborative Innovation Centre of Meat Production and Processing, Quality and Safety Control, Meat Production, College of Food Science and Technology, Nanjing Agricultural University, Weigang 1#, Nanjing, 210095, People's Republic of China.
- National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing, 210095, People's Republic of China.
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Park JH, Shim D, Kim KES, Lee W, Shin SJ. Understanding Metabolic Regulation Between Host and Pathogens: New Opportunities for the Development of Improved Therapeutic Strategies Against Mycobacterium tuberculosis Infection. Front Cell Infect Microbiol 2021; 11:635335. [PMID: 33796480 PMCID: PMC8007978 DOI: 10.3389/fcimb.2021.635335] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2020] [Accepted: 03/01/2021] [Indexed: 12/21/2022] Open
Abstract
Mycobacterium tuberculosis (Mtb) causes chronic granulomatous lung disease in humans. Recently, novel strategies such as host-directed therapeutics and adjunctive therapies that enhance the effect of existing antibiotics have emerged to better control Mtb infection. Recent advances in understanding the metabolic interplay between host immune cells and pathogens have provided new insights into how their interactions ultimately influence disease outcomes and antibiotic-treatment efficacy. In this review, we describe how metabolic cascades in immune environments and relevant metabolites produced from immune cells during Mtb infection play critical roles in the progression of diseases and induction of anti-Mtb protective immunity. In addition, we introduce how metabolic alterations in Mtb itself can lead to the development of persister cells that are resistant to host immunity and can eventually evade antibiotic attacks. Further understanding of the metabolic link between host cells and Mtb may contribute to not only the prevention of Mtb persister development but also the optimization of host anti-Mtb immunity together with enhanced efficacy of existing antibiotics. Overall, this review highlights novel approaches to improve and develop host-mediated therapeutic strategies against Mtb infection by restoring and switching pathogen-favoring metabolic conditions with host-favoring conditions.
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Affiliation(s)
- Ji-Hae Park
- Department of Microbiology, Institute for Immunology and Immunological Diseases, Brain Korea 21 Project for Graduate School of Medical Science, Yonsei University College of Medicine, Seoul, South Korea
| | - Dahee Shim
- Department of Microbiology, Institute for Immunology and Immunological Diseases, Brain Korea 21 Project for Graduate School of Medical Science, Yonsei University College of Medicine, Seoul, South Korea
| | - Keu Eun San Kim
- Department of Microbiology, Institute for Immunology and Immunological Diseases, Brain Korea 21 Project for Graduate School of Medical Science, Yonsei University College of Medicine, Seoul, South Korea
| | - Wonsik Lee
- School of Pharmacy, Sungkyunkwan University, Suwon, South Korea
| | - Sung Jae Shin
- Department of Microbiology, Institute for Immunology and Immunological Diseases, Brain Korea 21 Project for Graduate School of Medical Science, Yonsei University College of Medicine, Seoul, South Korea
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4
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The search for organic compounds with TMAH thermochemolysis: From Earth analyses to space exploration experiments. Trends Analyt Chem 2020. [DOI: 10.1016/j.trac.2020.115896] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Arslan FN, Kolk A, Janssen H. Methods for one– and two–dimensional gas chromatography with flame ionization detection for identification of Mycobacterium tuberculosis in sputum. J Chromatogr B Analyt Technol Biomed Life Sci 2019; 1124:204-217. [DOI: 10.1016/j.jchromb.2019.06.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2019] [Revised: 06/03/2019] [Accepted: 06/06/2019] [Indexed: 11/24/2022]
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du Preez I, Luies L, Loots DT. The application of metabolomics toward pulmonary tuberculosis research. Tuberculosis (Edinb) 2019; 115:126-139. [PMID: 30948167 DOI: 10.1016/j.tube.2019.03.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Revised: 02/27/2019] [Accepted: 03/08/2019] [Indexed: 02/07/2023]
Abstract
In the quest to identify novel biomarkers for pulmonary tuberculosis (TB), high-throughput systems biology approaches such as metabolomics has become increasingly widespread. Such biomarkers have not only successfully been used for better disease characterization, but have also provided new insights toward the future development of improved diagnostic and therapeutic approaches. In this review, we give a summary of the metabolomics studies done to date, with a specific focus on those investigating various aspects of pulmonary TB, and the infectious agent responsible, Mycobacterium tuberculosis. These studies, done on a variety of sample matrices, including bacteriological culture, sputum, blood, urine, tissue, and breath, are discussed in terms of their intended research outcomes or future clinical applications. Additionally, a summary of the research model, sample cohort, analytical apparatus and statistical methods used for biomarker identification in each of these studies, is provided.
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Affiliation(s)
- Ilse du Preez
- Human Metabolomics, North-West University, Private Bag X6001, Box 269, Potchefstroom, 2531, South Africa.
| | - Laneke Luies
- Human Metabolomics, North-West University, Private Bag X6001, Box 269, Potchefstroom, 2531, South Africa.
| | - Du Toit Loots
- Human Metabolomics, North-West University, Private Bag X6001, Box 269, Potchefstroom, 2531, South Africa.
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MacLean E, Broger T, Yerlikaya S, Fernandez-Carballo BL, Pai M, Denkinger CM. A systematic review of biomarkers to detect active tuberculosis. Nat Microbiol 2019; 4:748-758. [PMID: 30804546 DOI: 10.1038/s41564-019-0380-2] [Citation(s) in RCA: 118] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2018] [Accepted: 01/18/2019] [Indexed: 12/12/2022]
Abstract
Millions of cases of tuberculosis (TB) go undiagnosed each year. Better diagnostic tools are urgently needed. Biomarker-based or multiple marker biosignature-based tests, ideally performed on blood or urine, for the detection of active TB might help to meet target product profiles proposed by the World Health Organization for point-of-care testing. We conducted a systematic review to summarize evidence on proposed biomarkers and biosignatures and evaluate their quality and level of evidence. We screened the titles and abstracts of 7,631 citations and included 443 publications that fulfilled the inclusion criteria and were published in 2010-2017. The types of biomarkers identified included antibodies, cytokines, metabolic activity markers, mycobacterial antigens and volatile organic compounds. Only 47% of studies reported a culture-based reference standard and diagnostic sensitivity and specificity. Forty-four biomarkers (4%) were identified in high-quality studies and met the target product profile minimum criteria, of which two have been incorporated into commercial assays. Of the 44 highest-quality biomarkers, 24 (55%) were multiple marker biosignatures. No meta-analyses were performed owing to between-study heterogeneity. In conclusion, TB biomarker discovery studies are often poorly designed and findings are rarely confirmed in independent studies. Few markers progress to a further developmental stage. More validation studies that consider the intended diagnostic use cases and apply rigorous design are needed. The extracted data from this review are currently being used by FIND as the foundation of a dynamic database in which biomarker data and developmental status will be presented.
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Affiliation(s)
- Emily MacLean
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Québec, Canada
| | | | | | | | - Madhukar Pai
- McGill International TB Centre, Research Institute of the McGill University Health Centre, Montreal, Québec, Canada
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Alonso-Hearn M, Abendaño N, Ruvira MA, Aznar R, Landin M, Juste RA. Mycobacterium avium subsp. paratuberculosis (Map) Fatty Acids Profile Is Strain-Dependent and Changes Upon Host Macrophages Infection. Front Cell Infect Microbiol 2017; 7:89. [PMID: 28377904 PMCID: PMC5359295 DOI: 10.3389/fcimb.2017.00089] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2016] [Accepted: 03/06/2017] [Indexed: 12/11/2022] Open
Abstract
Johne's disease is a chronic granulomatous enteritis of ruminants caused by the intracellular bacterium Mycobacterium avium subsp. paratuberculosis (Map). We previously demonstrated that Map isolates from sheep persisted within host macrophages in lower CFUs than cattle isolates after 7 days of infection. In the current study, we hypothesize that these phenotypic differences between Map isolates may be driven be the fatty acids (FAs) present on the phosphadidyl-1-myo-inositol mannosides of the Map cell wall that mediate recognition by the mannose receptors of host macrophages. FAs modifications may influence Map's envelope fluidity ultimately affecting pathogenicity. To test this hypothesis, we investigated the responses of two Map isolates from cattle (K10 isolate) and sheep (2349/06-1) to the bovine and ovine macrophage environment by measuring the FAs content of extracellular and intracellular bacteria. For this purpose, macrophages cell lines of bovine (BOMAC) and ovine (MOCL-4) origin were infected with the two isolates of Map for 4 days at 37°C. The relative FAs composition of the two isolates recovered from infected BOMAC and MOCL-4 cells was determined by gas chromatography and compared with that of extracellular bacteria and that of bacteria grown in Middlebrook 7H9 medium. Using this approach, we demonstrated that the FAs composition of extracellular and 7H9-grown bacteria was highly conserved within each Map isolate, and statistically different from that of intracellular bacteria. Analysis of FAs composition from extracellular bacteria enabled the distinction of the two Map strains based on the presence of the tuberculostearic acid (18:0 10Me) exclusively in the K10 strain of Map. In addition, significant differences in the content of Palmitic acid and cis-7 Palmitoleic acid between both isolates harvested from the extracellular environment were observed. Once the infection established itself in BOMAC and MOCL-4 cells, the FAs profiles of both Map isolates appeared conserved. Our results suggest that the FAs composition of Map might influence its recognition by macrophages and influence the survival of the bacillus within host macrophages.
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Affiliation(s)
- Marta Alonso-Hearn
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Technological Park of Bizkaia Derio, Spain
| | - Naiara Abendaño
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Technological Park of Bizkaia Derio, Spain
| | - Maria A Ruvira
- Spanish Type Culture Collection (CECT), University of Valencia, Parc Científic Universitat de València Paterna, Spain
| | - Rosa Aznar
- Spanish Type Culture Collection (CECT), University of Valencia, Parc Científic Universitat de València Paterna, Spain
| | - Mariana Landin
- Department of Pharmacology, Pharmacy and Pharmaceutical Technology, University of Santiago Santiago de Compostela, Spain
| | - Ramon A Juste
- Department of Animal Health, NEIKER-Basque Institute for Agricultural Research and Development, Technological Park of BizkaiaDerio, Spain; Servicio Regional de Investigación y Desarrollo Agroalimentario, Agri-Food Research and Development Regional ServiceVillaviciosa, Spain
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9
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Zetola NM, Modongo C, Matsiri O, Tamuhla T, Mbongwe B, Matlhagela K, Sepako E, Catini A, Sirugo G, Martinelli E, Paolesse R, Di Natale C. Diagnosis of pulmonary tuberculosis and assessment of treatment response through analyses of volatile compound patterns in exhaled breath samples. J Infect 2016; 74:367-376. [PMID: 28017825 DOI: 10.1016/j.jinf.2016.12.006] [Citation(s) in RCA: 59] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Revised: 12/12/2016] [Accepted: 12/18/2016] [Indexed: 12/11/2022]
Abstract
OBJECTIVES We determined the performance of a sensor array (an electronic nose) made of 8 metalloporphyrins coated quartz microbalances sensors for the diagnosis and prognosis of pulmonary tuberculosis (TB) using exhaled breath samples. METHODS TB cases and healthy controls were prospectively enrolled. Signals from volatile organic compounds (VOCs) in breath samples were measured at days 0, 2, 7, 14, and 30 of TB therapy and correlated with clinical and microbiological measurements. RESULTS Fifty one pulmonary TB cases and 20 healthy HIV-uninfected controls were enrolled in the study. 31 (61%) of the 51 pulmonary TB cases were coinfected with HIV. At day 0 (before TB treatment initiation) the sensitivity of our device was estimated at 94.1% (95% confidence interval [CI], 83.8-98.8%) and specificity was 90.0% (95% CI, 68.3-98.8%) for distinguishing TB cases from controls. Time-dependent changes in the breath signals were identified as time on TB treatment progressed. Time-dependent signal changes were more pronounced among HIV-uninfected patients. CONCLUSION The identification of VOCs' signals in breath samples using a sensor array achieved high sensitivity and specificity for the diagnosis of TB and allowed following signal changes during TB treatment.
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Affiliation(s)
- Nicola M Zetola
- Department of Radiation Oncology, University of Pennsylvania, Philadelphia, USA; School of Medicine, University of Botswana, Gaborone, Botswana; Botswana-UPenn Partnership, University of Pennsylvania, Gaborone, Botswana.
| | - Chawangwa Modongo
- Botswana-UPenn Partnership, University of Pennsylvania, Gaborone, Botswana.
| | - Ogopotse Matsiri
- Botswana-UPenn Partnership, University of Pennsylvania, Gaborone, Botswana.
| | - Tsaone Tamuhla
- Botswana-UPenn Partnership, University of Pennsylvania, Gaborone, Botswana.
| | - Bontle Mbongwe
- Department of Environmental Sciences, University of Botswana, Gaborone, Botswana.
| | | | - Enoch Sepako
- School of Medicine, University of Botswana, Gaborone, Botswana.
| | - Alexandro Catini
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy.
| | - Giorgio Sirugo
- Centro di Ricerca, Ospedale San Pietro Fatebenefratelli, Rome, Italy.
| | - Eugenio Martinelli
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy.
| | - Roberto Paolesse
- Department of Chemical Science and Technology, University of Rome Tor Vergata, Rome, Italy.
| | - Corrado Di Natale
- Department of Electronic Engineering, University of Rome Tor Vergata, Rome, Italy.
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Andrade-Eiroa A, Canle M, Leroy-Cancellieri V, Cerdà V. Solid-phase extraction of organic compounds: A critical review. part ii. Trends Analyt Chem 2016. [DOI: 10.1016/j.trac.2015.08.014] [Citation(s) in RCA: 171] [Impact Index Per Article: 21.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Mourão MP, Denekamp I, Kuijper S, Kolk AH, Janssen HG. Hyphenated and comprehensive liquid chromatography ÿ gas chromatographymass spectrometry for the identification of Mycobacterium tuberculosis. J Chromatogr A 2016; 1439:152-160. [DOI: 10.1016/j.chroma.2015.10.054] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2015] [Revised: 09/24/2015] [Accepted: 10/19/2015] [Indexed: 12/14/2022]
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Chingin K, Liang J, Liu Y, Chen L, Wu X, Hu L, Ouyang Y. Rapid detection of Mycobacterium tuberculosis cultures by direct ambient corona discharge ionization mass spectrometry of volatile metabolites. RSC Adv 2016. [DOI: 10.1039/c6ra12107a] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023] Open
Abstract
High-throughput TB screening with high chemical specificity is achieved using direct ambient corona discharge ionization MS analysis of volatile metabolites.
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Affiliation(s)
- Konstantin Chingin
- Jiangxi Key Laboratory for Mass Spectrometry and Instrumentation
- East China University of Technology
- Nanchang City
- P. R. China
| | - Juchao Liang
- Jiangxi Key Laboratory for Mass Spectrometry and Instrumentation
- East China University of Technology
- Nanchang City
- P. R. China
| | - Yanling Liu
- The Second Affiliated Hospital of Nanchang University
- Nanchang City
- P. R. China
| | - Linfei Chen
- Jiangxi Key Laboratory for Mass Spectrometry and Instrumentation
- East China University of Technology
- Nanchang City
- P. R. China
| | - Xiaoping Wu
- Department of Infections, the First Affiliated Hospital of Nanchang University
- Nanchang City
- P. R. China
| | - Longhua Hu
- The Second Affiliated Hospital of Nanchang University
- Nanchang City
- P. R. China
| | - Yongzhong Ouyang
- Jiangxi Key Laboratory for Mass Spectrometry and Instrumentation
- East China University of Technology
- Nanchang City
- P. R. China
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Mourão MPB, Kuijper S, Dang NA, Walters E, Janssen HG, Kolk AHJ. Direct detection of Mycobacterium tuberculosis in sputum: A validation study using solid phase extraction-gas chromatography-mass spectrometry. J Chromatogr B Analyt Technol Biomed Life Sci 2015; 1012-1013:50-4. [PMID: 26807702 DOI: 10.1016/j.jchromb.2015.12.023] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Revised: 12/11/2015] [Accepted: 12/13/2015] [Indexed: 10/22/2022]
Abstract
Tuberculosis (TB) remains a worldwide health problem, especially in developing countries. Correct identification of Mycobacterium tuberculosis (MTB) infection is extremely important for providing appropriate treatment and care to patients. Here we describe a solid phase extraction-gas chromatography-mass spectrometry method (SPE-THM-GC-MS) for the detection of five biomarkers for M. tuberculosis. The method for classification is developed and validated through the analysis of 112 sputum samples from patients suspected of having TB. Twenty of twenty-five MTB culture-positive sputum samples were correctly classified as positive by our improved SPE-THM-GC-MS method. Eighty-five of eighty-seven MTB culture-negative samples were also negative by SPE-THM-GC-MS. The overall sensitivity of the new SPE-THM-GC-MS method is 80% (20/25) and the specificity is 98% (85/87) compared with culture. The method proved to be reliable and, although complex in principle, easy to operate due to the high degree of automation.
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Affiliation(s)
- Marta P B Mourão
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, P.O. Box 94157, 1090 GD Amsterdam, The Netherlands.
| | - Sjoukje Kuijper
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, P.O. Box 94157, 1090 GD Amsterdam, The Netherlands
| | - Ngoc A Dang
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, P.O. Box 94157, 1090 GD Amsterdam, The Netherlands
| | - Elisabetta Walters
- Desmond Tutu TB Centre, Stellenbosch University, P.O. Box 19063, Tygerberg 7505, South Africa
| | - Hans-Gerd Janssen
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, P.O. Box 94157, 1090 GD Amsterdam, The Netherlands; Unilever Research and Development, P.O. Box 114, 3130 AC Vlaardingen, The Netherlands
| | - Arend H J Kolk
- University of Amsterdam, Van 't Hoff Institute for Molecular Sciences, Analytical Chemistry Group, P.O. Box 94157, 1090 GD Amsterdam, The Netherlands
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Reither K, Jugheli L, Glass TR, Sasamalo M, Mhimbira FA, Weetjens BJ, Cox C, Edwards TL, Mulder C, Beyene NW, Mahoney A. Evaluation of Giant African Pouched Rats for Detection of Pulmonary Tuberculosis in Patients from a High-Endemic Setting. PLoS One 2015; 10:e0135877. [PMID: 26445086 PMCID: PMC4596709 DOI: 10.1371/journal.pone.0135877] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Accepted: 07/27/2015] [Indexed: 11/18/2022] Open
Abstract
Background This study established evidence about the diagnostic performance of trained giant African pouched rats for detecting Mycobacterium tuberculosis in sputum of well-characterised patients with presumptive tuberculosis (TB) in a high-burden setting. Methods The TB detection rats were evaluated using sputum samples of patients with presumptive TB enrolled in two prospective cohort studies in Bagamoyo, Tanzania. The patients were characterised by sputum smear microscopy and culture, including subsequent antigen or molecular confirmation of Mycobacterium tuberculosis, and by clinical data at enrolment and for at least 5-months of follow-up to determine the reference standard. Seven trained giant African pouched rats were used for the detection of TB in the sputum samples after shipment to the APOPO project in Morogoro, Tanzania. Results Of 469 eligible patients, 109 (23.2%) were culture-positive for Mycobacterium tuberculosis and 128 (27.3%) were non-TB controls with sustained recovery after 5 months without anti-TB treatment. The HIV prevalence was 46%. The area under the receiver operating characteristic curve of the seven rats for the detection of culture-positive pulmonary tuberculosis was 0.72 (95% CI 0.66–0.78). An optimal threshold could be defined at ≥2 indications by rats in either sample with a corresponding sensitivity of 56.9% (95% CI 47.0–66.3), specificity of 80.5% (95% CI 72.5–86.9), positive and negative predictive value of 71.3% (95% CI 60.6–80.5) and 68.7% (95% CI 60.6–76.0), and an accuracy for TB diagnosis of 69.6%. The diagnostic performance was negatively influenced by low burden of bacilli, and independent of the HIV status. Conclusion Giant African pouched rats have potential for detection of tuberculosis in sputum samples. However, the diagnostic performance characteristics of TB detection rats do not currently meet the requirements for high-priority, rapid sputum-based TB diagnostics as defined by the World Health Organization.
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Affiliation(s)
- Klaus Reither
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
- Ifakara Health Institute, Bagamoyo, Tanzania
- * E-mail:
| | - Levan Jugheli
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
- Ifakara Health Institute, Bagamoyo, Tanzania
| | - Tracy R. Glass
- Swiss Tropical and Public Health Institute, Basel, Switzerland
- University of Basel, Basel, Switzerland
| | | | | | - Bart J. Weetjens
- Anti-Persoonsmijnen Ontmijnende Product Ontwikkeling (APOPO), Morogoro, Tanzania
| | - Christophe Cox
- Anti-Persoonsmijnen Ontmijnende Product Ontwikkeling (APOPO), Morogoro, Tanzania
| | - Timothy L. Edwards
- Anti-Persoonsmijnen Ontmijnende Product Ontwikkeling (APOPO), Morogoro, Tanzania
- Department of Psychology, Western Michigan University, Kalamazoo, Michigan, United States of America
| | - Christiaan Mulder
- Anti-Persoonsmijnen Ontmijnende Product Ontwikkeling (APOPO), Morogoro, Tanzania
- Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands
| | - Negussie W. Beyene
- Anti-Persoonsmijnen Ontmijnende Product Ontwikkeling (APOPO), Morogoro, Tanzania
| | - Amanda Mahoney
- Anti-Persoonsmijnen Ontmijnende Product Ontwikkeling (APOPO), Morogoro, Tanzania
- Department of Psychology, Western Michigan University, Kalamazoo, Michigan, United States of America
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