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Zegarra-Urquia CL, Santiago J, Bumgardner JD, Goroncy AK, Vega-Baudrit J, Hernández-Escobar CA, Zaragoza-Contreras EA. Characterization of isoniazid incorporation into chitosan-poly(aspartic acid) nanoparticles. INT J POLYM MATER PO 2022. [DOI: 10.1080/00914037.2022.2145287] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Affiliation(s)
| | - Julio Santiago
- Departamento de Química Orgánica, Universidad Nacional Mayor de San Marcos, Lima, Peru
| | - Joel D. Bumgardner
- Biomedical Engineering, The University of Memphis, Memphis, Tennessee, USA
| | | | - José Vega-Baudrit
- Centro Nacional de Alta Tecnología “Dr. Franklin Chang Díaz”, Laboratorio Nacional de Nanotecnología (LANOTEC), San José, Costa Rica
- POLIUNA, Escuela de Química, Universidad Nacional, Heredia, Costa Rica
| | - Claudia A. Hernández-Escobar
- Department of Engineering and Materials Chemistry, Centro de Investigación en Materiales Avanzados, Complejo Industrial Chihuahua, Chihuahua, Mexico
| | - E. Armando Zaragoza-Contreras
- Department of Engineering and Materials Chemistry, Centro de Investigación en Materiales Avanzados, Complejo Industrial Chihuahua, Chihuahua, Mexico
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2
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Rath G, Pradhan D, Ghosh G, Goyal AK. Challenges and Opportunities of Nanotechnological based Approach for the Treatment of Tuberculosis. Curr Pharm Des 2021; 27:2026-2040. [PMID: 33634753 DOI: 10.2174/1381612827666210226121359] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Accepted: 01/22/2021] [Indexed: 11/22/2022]
Abstract
Mycobacterium tuberculosis, because of its unique biochemical behavior and a complex host relationship, successfully evades the host immune system. Therefore, chemotherapy appears to be the first-line option for patients with tuberculosis. However, poor patient compliance with anti-tubercular treatment and variability in anti-tubercular drug pharmacokinetics are among the major driving factors for the emergence of drug resistance. The rising cases of extrapulmonary TB, cross-resistance patterns, high prevalence of tuberculosis and HIV co-infections make tuberculosis treatment more complicated than conventional multidrug therapy. Due to their distinct advantages like higher solubility, increased payload, controlled release profiles, tissue-specific accumulation, and lack of toxicity, nanoscale materials have immense potential for drug delivery applications. An appropriate selection of polymer and careful particle engineering further improves therapeutic outcomes with opportunities to overcome conventional anti-tubercular drugs' challenges. The present review introduces the prospect of using nanotechnology in tuberculosis (TB) chemotherapy and provides a comprehensive overview of recent advances in nanocarriers implied for delivering anti-tubercular drugs.
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Affiliation(s)
- Goutam Rath
- School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India
| | - Deepak Pradhan
- School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India
| | - Goutam Ghosh
- School of Pharmaceutical Sciences, Siksha 'O' Anusandhan (Deemed to be University), Bhubaneswar, India
| | - Amit K Goyal
- Department of Pharmacy, Central University of Rajasthan, Rajasthan, India
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3
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Behzad F, Sefidgar E, Samadi A, Lin W, Pouladi I, Pi J. An overview of zinc oxide nanoparticles produced by plant extracts for anti-tuberculosis treatments. Curr Med Chem 2021; 29:86-98. [PMID: 34126883 DOI: 10.2174/0929867328666210614122109] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 05/03/2021] [Accepted: 05/06/2021] [Indexed: 11/22/2022]
Abstract
Tuberculosis (TB), induced by Mycobacterium tuberculosis (MTB), is a fatal infectious disease that kills millions of lives worldwide. The emergence of drug-resistant and multidrug-resistant cases is regarded as one of the most challenging threats to TB control due to the low cure rate. Therefore, TB and drug-resistant TB epidemics urge us to explore more effective therapies. The increasing knowledge of nanotechnology has extended to some nanomedicines for disease treatment in the clinic, which also provides novel possibilities for nano-based medicines for TB treatment. Zinc oxide nanoparticles (ZnO NPs) have gained increasing attention for anti-bacterial uses based on their strong ability to induce reactive oxidative species (ROS) and release bactericidal Zinc ions (Zn2+), which are expected to act as novel strategies for TB and drug-resistant TB treatment. Some active herbal medicines from plant extracts have been widely reported to show attractive anti-bacterial activity for infectious treatment, including TB. Here, we summarize the synthesis of ZnO NPs using plant extracts (green synthesized ZnO NPs) and further discuss their potentials for anti-TB treatments. This is the first review article discussing the anti-TB activity of ZnO NPs produced using plant extracts, which might contribute to the further applications of green synthesized ZnO NPs for anti-TB and drug-resistant TB treatment.
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Affiliation(s)
- Farahnaz Behzad
- Department of Medical Nanotechnology, School of Advanced Technologies in Medicine, Tehran University of Medical Sciences, Tehran, Iran
| | - Erfan Sefidgar
- Department of Biological Sciences٫ Institute for Advanced Studies in Basic Sciences٫ Zanjan, Iran
| | - Azam Samadi
- Pharmaceutical Analysis Research Center and Faculty of Pharmacy, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Wensen Lin
- Department of Clinical Immunology, Institute of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, Guangdong Medical University, Dongguan, 523808, China
| | - Iman Pouladi
- Department of Microbiology, Faculty of Medicine, Shahed University, Tehran, Iran
| | - Jiang Pi
- Department of Clinical Immunology, Institute of Clinical Laboratory Medicine, Guangdong Provincial Key Laboratory of Medical Molecular Diagnostics, Guangdong Medical University, Dongguan, 523808, China
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4
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Adlakha S, Sharma A, Vaghasiya K, Ray E, Verma RK. Inhalation Delivery of Host Defense Peptides (HDP) using Nano- Formulation Strategies: A Pragmatic Approach for Therapy of Pulmonary Ailments. Curr Protein Pept Sci 2021; 21:369-378. [PMID: 31889487 DOI: 10.2174/1389203721666191231110453] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Revised: 08/16/2019] [Accepted: 10/05/2019] [Indexed: 01/15/2023]
Abstract
Host defense peptides (HDP) are small cationic molecules released by the immune systems of the body, having multidimensional properties including anti-inflammatory, anticancer, antimicrobial and immune-modulatory activity. These molecules gained importance due to their broad-spectrum pharmacological activities, and hence being actively investigated. Presently, respiratory infections represent a major global health problem, and HDP has an enormous potential to be used as an alternative therapeutics against respiratory infections and related inflammatory ailments. Because of their short half-life, protease sensitivity, poor pharmacokinetics, and first-pass metabolism, it is challenging to deliver HDP as such inside the physiological system in a controlled way by conventional delivery systems. Many HDPs are efficacious only at practically high molar-concentrations, which is not convincing for the development of drug regimen due to their intrinsic detrimental effects. To avail the efficacy of HDP in pulmonary diseases, it is essential to deliver an appropriate payload into the targeted site of lungs. Inhalable HDP can be a potentially suitable alternative for various lung disorders including tuberculosis, Cystic fibrosis, Pneumonia, Lung cancer, and others as they are active against resistant microbes and cells and exhibit improved targeting with reduced adverse effects. In this review, we give an overview of the pharmacological efficacy of HDP and deliberate strategies for designing inhalable formulations for enhanced activity and issues related to their clinical implications.
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Affiliation(s)
- Suneera Adlakha
- Institute of Nano Science and Technology (INST), Phase-10, Mohali, Punjab 160062, India
| | - Ankur Sharma
- Institute of Nano Science and Technology (INST), Phase-10, Mohali, Punjab 160062, India
| | - Kalpesh Vaghasiya
- Institute of Nano Science and Technology (INST), Phase-10, Mohali, Punjab 160062, India
| | - Eupa Ray
- Institute of Nano Science and Technology (INST), Phase-10, Mohali, Punjab 160062, India
| | - Rahul Kumar Verma
- Institute of Nano Science and Technology (INST), Phase-10, Mohali, Punjab 160062, India
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5
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Dahanayake MH, Jayasundera ACA. Nano-based drug delivery optimization for tuberculosis treatment: A review. J Microbiol Methods 2020; 181:106127. [PMID: 33359155 DOI: 10.1016/j.mimet.2020.106127] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Revised: 12/16/2020] [Accepted: 12/16/2020] [Indexed: 11/19/2022]
Abstract
Regardless of advanced technology and innovation, infectious diseases continue to be one of the extreme health challenges in modern world. Tuberculosis (TB) is one of the top ten causes of deaths worldwide and the leading cause of death from a single infectious agent. The conventional TB drug therapy requires a long term treatment with frequent and multiple drug dosing with a stiff administration schedule, which results in low patient compliance. This eventually leads to the recurrence of the infection and the emergence of multiple drug resistance. Hence, there is an urgent need to develop more successful and effective strategies to overcome the problems of drug resistance, duration of treatment course and devotion to treatment. Nanotechnology has considerable potential for diagnosis, treatment and prevention of infectious diseases including TB. The main advantages of nanoparticles to be used as drug carriers are their small size, high stability, enhanced delivery of hydrophilic and hydrophobic drugs, intracellular delivery of macromolecules, targeted delivery of drugs to specific cells or tissues, and the feasibility of various drug administration routes. Moreover, these carriers are adapted to facilitate controlled, slow, and persistent drug release from the matrix. Above properties of nanoparticles permit the improvement of drug bioavailability and reduction of dosing frequency and may reduce the toxicity and resolve the problem of low adherence to the prescribed therapy. In this review, various types of nanocarriers have been evaluated as promising drug delivery systems for different administration routes and main research outcomes in this area have been discussed.
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Affiliation(s)
| | - Anil C A Jayasundera
- Department of Chemistry, Faculty of Science, University of Paradeniya, Sri Lanka
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Singh R, Dwivedi SP, Gaharwar US, Meena R, Rajamani P, Prasad T. Recent updates on drug resistance in Mycobacterium tuberculosis. J Appl Microbiol 2019; 128:1547-1567. [PMID: 31595643 DOI: 10.1111/jam.14478] [Citation(s) in RCA: 148] [Impact Index Per Article: 29.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2019] [Revised: 09/09/2019] [Accepted: 09/13/2019] [Indexed: 12/18/2022]
Abstract
Tuberculosis (TB) along with acquired immune deficiency syndrome and malaria rank among the top three fatal infectious diseases which pose threat to global public health, especially in middle and low income countries. TB caused by Mycobacterium tuberculosis (Mtb) is an airborne infectious disease and one-third of the world's population gets infected with TB leading to nearly 1·6 million deaths annually. TB drugs are administered in different combinations of four first-line drugs (rifampicin, isoniazid, pyrazinamide and ethambutol) which form the core of treatment regimens in the initial treatment phase of 6-9 months. Several reasons account for the failure of TB therapy such as (i) late diagnosis, (ii) lack of timely and proper administration of effective drugs, (iii) lower availability of less toxic, inexpensive and effective drugs, (iv) long treatment duration, (v) nonadherence to drug regimen and (vi) evolution of drug-resistant TB strains. Drug-resistant TB poses a significant challenge to TB therapy and control programs. In the background of worldwide emergence of 558 000 new TB cases with resistance to rifampicin in the year 2017 and of them, 82% becoming multidrug-resistant TB (MDR-TB), it is essential to continuously update the knowledge on the mechanisms and molecular basis for evolution of Mtb drug resistance. This narrative and traditional review summarizes the progress on the anti-tubercular agents, their mode of action and drug resistance mechanisms in Mtb. The aim of this review is to provide recent updates on drug resistance mechanisms, newly developed/repurposed anti-TB agents in pipeline and international recommendations to manage MDR-TB. It is based on recent literature and WHO guidelines and aims to facilitate better understanding of drug resistance for effective TB therapy and clinical management.
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Affiliation(s)
- R Singh
- AIRF & Special Centre for Nano Sciences, Jawaharlal Nehru University, New Delhi, India
| | - S P Dwivedi
- IFTM University, Moradabad, Uttar Pradesh, India
| | - U S Gaharwar
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India
| | - R Meena
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India
| | - P Rajamani
- School of Environmental Sciences, Jawaharlal Nehru University, New Delhi, India
| | - T Prasad
- AIRF & Special Centre for Nano Sciences, Jawaharlal Nehru University, New Delhi, India
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Hlaka L, Rosslee MJ, Ozturk M, Kumar S, Parihar SP, Brombacher F, Khalaf AI, Carter KC, Scott FJ, Suckling CJ, Guler R. Evaluation of minor groove binders (MGBs) as novel anti-mycobacterial agents and the effect of using non-ionic surfactant vesicles as a delivery system to improve their efficacy. J Antimicrob Chemother 2017; 72:3334-3341. [PMID: 28961913 PMCID: PMC5890746 DOI: 10.1093/jac/dkx326] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2017] [Revised: 07/31/2017] [Accepted: 08/05/2017] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES The slow development of major advances in drug discovery for the treatment of Mycobacterium tuberculosis (Mtb) infection suggests a compelling need for evaluation of more effective drug therapies against TB. New classes of drugs are constantly being evaluated for anti-mycobacterial activity with currently a very limited number of new drugs approved for TB treatment. Minor groove binders (MGBs) have previously revealed promising antimicrobial activity against various infectious agents; however, they have not yet been screened against Mtb. METHODS The mycobactericidal activity of 96 MGB compounds against Mtb was determined using an H37Rv-GFP microplate assay. MGB hits were screened for their intracellular mycobactericidal efficacy against the clinical Beijing Mtb strain HN878 in bone-marrow-derived macrophages using standard cfu counting. Cell viability was assessed by CellTiter-Blue assays. Selected MGBs were encapsulated into non-ionic surfactant vesicles (NIVs) for drug delivery system evaluation. RESULTS H37Rv-GFP screening yielded a hit-list of seven compounds at an MIC99 of between 0.39 and 1.56 μM. MGB-362 and MGB-364 displayed intracellular mycobactericidal activity against Mtb HN878 at an MIC50 of 4.09 and 4.19 μM, respectively, whilst being non-toxic. Subsequent encapsulation into NIVs demonstrated a 1.6- and 2.1-fold increased intracellular mycobacterial activity, similar to that of rifampicin when compared with MGB-alone formulation. CONCLUSIONS MGB anti-mycobacterial activities together with non-toxic properties indicate that MGB compounds constitute an important new class of drug/chemical entity, which holds promise in future anti-TB therapy. Furthermore, the ability of NIVs to better deliver entrapped MGB compounds to an intracellular Mtb infection suggests further preclinical evaluation is warranted.
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Affiliation(s)
- Lerato Hlaka
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
| | - Michael-Jon Rosslee
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
| | - Mumin Ozturk
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
| | - Santosh Kumar
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
| | - Suraj P Parihar
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
| | - Frank Brombacher
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
| | - Abedawn I Khalaf
- WestCHEM Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, UK
| | - Katharine C Carter
- Strathclyde Institute of Pharmacy and Biomedical Science, University of Strathclyde, 161 Cathedral Street, Glasgow G4 ORE, UK
| | - Fraser J Scott
- Department of Biological Sciences, University of Huddersfield, Queensgate, Huddersfield HD1 3DH, UK
| | - Colin J Suckling
- WestCHEM Department of Pure and Applied Chemistry, University of Strathclyde, 295 Cathedral Street, Glasgow G1 1XL, UK
| | - Reto Guler
- University of Cape Town, Institute of Infectious Diseases and Molecular Medicine (IDM), Division of Immunology and South African Medical Research Council (SAMRC) Immunology of Infectious Diseases, Faculty of Health Sciences, University of Cape Town, Cape Town 7925, South Africa
- International Centre for Genetic Engineering and Biotechnology, Cape Town Component, Cape Town 7925, South Africa
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Nasiruddin M, Neyaz MK, Das S. Nanotechnology-Based Approach in Tuberculosis Treatment. Tuberc Res Treat 2017; 2017:4920209. [PMID: 28210505 PMCID: PMC5292193 DOI: 10.1155/2017/4920209] [Citation(s) in RCA: 43] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 12/28/2016] [Indexed: 11/17/2022] Open
Abstract
Tuberculosis, commonly known as TB, is the second most fatal infectious disease after AIDS, caused by bacterium called Mycobacterium tuberculosis. Prolonged treatment, high pill burden, low compliance, and stiff administration schedules are factors that are responsible for emergence of MDR and XDR cases of tuberculosis. Till date, only BCG vaccine is available which is ineffective against adult pulmonary TB, which is the most common form of disease. Various unique antibodies have been developed to overcome drug resistance, reduce the treatment regimen, and elevate the compliance to treatment. Therefore, we need an effective and robust system to subdue technological drawbacks and improve the effectiveness of therapeutic drugs which still remains a major challenge for pharmaceutical technology. Nanoparticle-based ideology has shown convincing treatment and promising outcomes for chronic infectious diseases. Different types of nanocarriers have been evaluated as promising drug delivery systems for various administration routes. Controlled and sustained release of drugs is one of the advantages of nanoparticle-based antituberculosis drugs over free drug. It also reduces the dosage frequency and resolves the difficulty of low poor compliance. This paper reviews various nanotechnology-based therapies which can be used for the treatment of TB.
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Affiliation(s)
- Mohammad Nasiruddin
- Triesta Sciences, HealthCare Global Enterprises Limited, Bangalore 560 027, India
| | - Md. Kausar Neyaz
- Department of Research and Education, Artemis Hospitals, Sector 51, Gurgaon 122 001, India
| | - Shilpi Das
- Triesta Sciences, HealthCare Global Enterprises Limited, Bangalore 560 027, India
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Singh J, Garg T, Rath G, Goyal AK. Advances in nanotechnology-based carrier systems for targeted delivery of bioactive drug molecules with special emphasis on immunotherapy in drug resistant tuberculosis – a critical review. Drug Deliv 2015; 23:1676-98. [DOI: 10.3109/10717544.2015.1074765] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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10
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Cassano R, Trombino S, Ferrarelli T, Mauro MV, Giraldi C, Manconi M, Fadda AM, Picci N. Respirable rifampicin-based microspheres containing isoniazid for tuberculosis treatment. J Biomed Mater Res A 2011; 100:536-42. [DOI: 10.1002/jbm.a.33302] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2011] [Revised: 09/30/2011] [Accepted: 10/11/2011] [Indexed: 01/01/2023]
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Liu JY, Jin L, Zhao MY, Zhang X, Liu CB, Zhang YX, Li FJ, Zhou JM, Wang HJ, Li JC. New serum biomarkers for detection of tuberculosis using surface-enhanced laser desorption/ionization time-of-flight mass spectrometry. Clin Chem Lab Med 2011; 49:1727-33. [PMID: 21671803 DOI: 10.1515/cclm.2011.634] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
BACKGROUND New technologies for the early detection of tuberculosis (TB) are urgently needed. Pathological changes within an organ might be reflected in proteomic patterns in serum. The aim of the present study was to screen for the potential protein biomarkers in serum for the diagnosis of TB using proteomic fingerprint technology. METHODS Proteomic fingerprint technology combining protein chips with surface-enhanced laser desorption/ionization time-of-flight mass spectrometry (SELDI-TOF MS) was used to profile the serum proteins from 50 patients with TB, 25 patients with lung disease other than TB, and 25 healthy volunteers. The protein fingerprint expression of all the serum samples and the resulting profiles between TB and control groups were analyzed with the Biomarker Wizard system. RESULTS A total of 30 discriminating m/z peaks were detected that were related to TB (p<0.01). The model of biomarkers constructed by the Biomarker Patterns Software based on the three biomarkers (2024, 8007, and 8598 Da) generated excellent separation between the TB and control groups. The sensitivity was 84.0% and the specificity was 86.0%. Blind test data indicated a sensitivity of 80.0% and a specificity of 84.2%. CONCLUSIONS The data suggested a potential application of SELDI-TOF MS as an effective technology to profile serum proteome, and with pattern analysis, a diagnostic model comprising three potential biomarkers was indicated to differentiate people with TB and healthy controls rapidly and precisely.
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Affiliation(s)
- Ji-Yan Liu
- Institute of Cell Biology, Zhejiang University, Hangzhou, PR China
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