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Pleural Fluid Soluble Interleukin-2 Receptor as a Biomarker for the Diagnosis of Tuberculosis Pleural Effusion: A Systematic Review and Meta-Analysis. J Trop Med 2022; 2022:4348063. [PMID: 35356490 PMCID: PMC8958078 DOI: 10.1155/2022/4348063] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 02/06/2022] [Accepted: 02/28/2022] [Indexed: 02/01/2023] Open
Abstract
Background Several studies have assessed the diagnostic accuracy of pleural fluid soluble interleukin-2 receptor (sIL-2R) for tuberculous pleural effusion (TPE) but with varied results. Therefore, we conducted this systematic review and meta-analysis to evaluate the accuracy of sIL-2R for TPE. Methods PubMed, Ovid, and Web of Science databases were searched from inception to 23 March 2021 to identify eligible studies concerning the diagnostic accuracy of fluid sIL-2R for TPE. The sensitivity and specificity of sIL-2R for TPE were pooled with a bivariate model. We estimated the global diagnostic accuracy of PE sIL-2R with a summary receiver operating characteristic (sROC) curve. The revised Quality Assessment for Diagnostic Accuracy Studies tool (QUADAS-2) was used to assess the quality of eligible studies. Results A total of nine studies with 270 TPEs and 586 non-TPEs were included in the final analysis. The pooled sensitivity and specificity were 0.81 (95% CI: 0.76–0.86) and 0.92 (95% CI: 0.77–0.98), respectively. The area under the sROC curve (AUC) was 0.82 (95% CI: 0.79–0.86). No significant publication bias was observed. Conclusions Pleural fluid sIL-2R is a useful diagnostic marker for TPE. However, the diagnostic accuracies of already available biomarkers such as pleural fluid adenosine deaminase, interferon-γ, and interleukin-27 appear to be superior relative to sIL-2R. Therefore, it might not be preferable to use sIL-2R for diagnosing TPE.
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Zhang M, Li D, Hu ZD, Huang YL. The diagnostic utility of pleural markers for tuberculosis pleural effusion. ANNALS OF TRANSLATIONAL MEDICINE 2020; 8:607. [PMID: 32566633 PMCID: PMC7290547 DOI: 10.21037/atm.2019.09.110] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Tuberculosis pleural effusion (TPE) is common in clinical practice, and its diagnosis remains a challenge for clinicians. Ziehl-Neelsen staining, PE Mycobacterium tuberculosis culture, and biopsy are the gold standards for TPE diagnosis; however, they are time-consuming, invasive, observer-dependent, and insensitive. PE markers represent a rapid, low-cost, and non-invasive objective diagnostic tool for TPE. In the past decades, several PE biomarkers have been developed, and their diagnostic accuracy has been evaluated in many studies. Here, we reviewed the literature to summarize the diagnostic accuracy of these biomarkers, especially using the evidence from systematic review and meta-analysis. The current research strongly suggests that adenosine deaminase (ADA), interferon-gamma (IFN-γ), and interleukin 27 (IL-27) have extremely higher diagnostic accuracy for TPE, while the diagnostic accuracy of interferon gamma release assays (IGRAs), tumor necrosis factor-α (TNF-α), and interferon-γ-induced protein 10 kDa (IP-10) is moderate. Although some evidence supports C-X-C motif chemokine ligand 9 (CXCL9), CXCL11, CXCL12, sFas ligand, angiotensin-converting enzyme (ACE), calpain-1, spectrin breakdown products (SBDP), matrix metalloproteinase-1 (MMP-1), soluble CD26 (sCD26), soluble interleukin 2 receptor (sIL-2R) as useful diagnostic markers for TPE, more support is needed to validate their diagnostic accuracy. Finally, nucleic acid amplification tests (NAATs) have extremely high diagnostic specificity, but their sensitivity is low. Taken together, ADA is the preferred marker for TPE because its low cost and suitability for standardization.
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Affiliation(s)
- Man Zhang
- Department of Thoracic Surgery, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot 010050, China
| | - Dan Li
- Department of Special Food and Equipment, Naval Special Medical Center, The Naval Military Medical University, Shanghai 200433, China
| | - Zhi-De Hu
- Department of Laboratory Medicine, The Affiliated Hospital of Inner Mongolia Medical University, Hohhot 010050, China
| | - Yuan-Lan Huang
- Department of Laboratory Medicine, Naval Special Medical Center, The Naval Military Medical University, Shanghai 200433, China
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3
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Santos AP, Corrêa RDS, Ribeiro-Alves M, Soares da Silva ACO, Mafort TT, Leung J, Pereira GMB, Rodrigues LS, Rufino R. Application of Venn's diagram in the diagnosis of pleural tuberculosis using IFN-γ, IP-10 and adenosine deaminase. PLoS One 2018; 13:e0202481. [PMID: 30148839 PMCID: PMC6110466 DOI: 10.1371/journal.pone.0202481] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2018] [Accepted: 08/04/2018] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND Pleural tuberculosis (PlTB) is the most common extrapulmonary manifestation of this infectious disease which still presents high mortality rates worldwide. Conventional diagnostic tests for PlTB register multiple limitations, including the lack of sensitivity of microbiological methods on pleural specimens and the need of invasive procedures such as pleural biopsy performance. In this scenario, the search for biological markers on pleural fluid (PF) has been the target of several studies as a strategy to overcome the limitations of PlTB diagnosis. This study aims to evaluate the use either isolated or in combination with adenosine deaminase (ADA), interferon-gamma (IFN-γ), interferon-gamma inducible protein of 10-kD (IP-10) levels on PF in order to guide an accurate anti-TB treatment in microbiologically non-confirmed cases. METHODS AND FINDINGS Eighty patients presenting pleural effusion under investigation were enrolled in a cross-sectional study conducted at Pedro Ernesto University Hospital, Rio de Janeiro, RJ, Brazil. Peripheral blood (PB) and PF samples collected from all patients were applied to the commercial IFN-γ release assay, QuantiFERON-TB Gold In-Tube, and samples were analyzed for IFN-γ and IP-10 by immunoassays. ADA activity was determined on PF by the colorimetric method. Based on microbiological and histological criteria, patients were categorized as follow: confirmed PlTB (n = 16), non-confirmed PlTB (n = 17) and non-PlTB (n = 47). The Mycobacterium tuberculosis antigen-specific production of IFN-γ and IP-10 on PB or PF did not show significant differences. However, the basal levels of these biomarkers, as well as the ADA activity on PF, were significantly increased in confirmed PlTB in comparison to non-PlTB group. Receiver operating characteristics curves were performed and the best cut-off points of these three biomarkers were estimated. Their either isolated or combined performances (sensitivity [Se], specificity [Sp], positive predictive value [PPV], negative predictive value [NPV] and accuracy [Acc]) were determined and applied to Venn's diagrams among the groups. Based on the confirmed PlTB cases, IFN-γ showed the best performance of them at a cut-off point of 2.33 IU/mL (Se = 93.8% and Sp = 97.9%) followed by ADA at a cut-off of 25.80 IU/L (Se = 100% and Sp = 84.8%) and IP-10 (Cut-point = 4,361.90 pg/mL, Se = 75% and Sp = 82.6%). IFN-γ plus ADA (cut-point: 25.80 IU/L) represent the most accurate biomarker combination (98.4%), showing Se = 93.7%, Sp = 100%, PPV = 100% and NPV = 97.9%. When this analysis was applied in non-confirmed PlTB, 15/17 (88.2%) presented at least two positive biomarkers in combination. CONCLUSION IFN-γ, IP-10, and ADA in PlTB effusions are significantly higher than in non-PlTB cases. IFN-γ is an excellent rule-in and rule-out test compared to IP-10 and ADA. The combination of IFN-γ and ADA, in a reviewed cut-off point, showed to be particularly useful to clinicians as their positive results combined prompts immediate treatment for TB while both negative results suggest further investigation.
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Affiliation(s)
- Ana Paula Santos
- Department of Pulmonary Care, Pedro Ernesto University Hospital (HUPE)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
| | - Raquel da Silva Corrêa
- Laboratory of Immunopathology, Medical Sciences Faculty (FCM)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
| | - Marcelo Ribeiro-Alves
- Laboratory of Clinical Research on STD/AIDS, National Institute of Infectology Evandro Chagas (INI)–Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, RJ, Brazil
| | | | - Thiago Thomaz Mafort
- Department of Pulmonary Care, Pedro Ernesto University Hospital (HUPE)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
| | - Janaína Leung
- Department of Pulmonary Care, Pedro Ernesto University Hospital (HUPE)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
| | - Geraldo Moura Batista Pereira
- Laboratory of Immunopathology, Medical Sciences Faculty (FCM)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
- Laboratory of Cellular Microbiology, Oswaldo Cruz Foundation (FIOCRUZ), Rio de Janeiro, RJ, Brazil
| | - Luciana Silva Rodrigues
- Laboratory of Immunopathology, Medical Sciences Faculty (FCM)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
- * E-mail:
| | - Rogério Rufino
- Department of Pulmonary Care, Pedro Ernesto University Hospital (HUPE)—State University of Rio de Janeiro (UERJ), Rio de Janeiro, RJ, Brazil
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4
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Kaczmarek M, Lagiedo M, Masztalerz A, Kozlowska M, Nowicka A, Brajer B, Batura-Gabryel H, Sikora J. Concentrations of SP-A and HSP70 are associated with polarization of macrophages in pleural effusions of non-small cell lung cancer. Immunobiology 2017; 223:200-209. [PMID: 29111316 DOI: 10.1016/j.imbio.2017.10.025] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2017] [Accepted: 10/08/2017] [Indexed: 12/27/2022]
Abstract
Damage-associated molecular pattern (DAMP) molecules can initiate an immune response through Toll-like receptors (TLRs). DAMPs are released from cells as a response to the extracellular danger and can be by-products of tissue damage. In cancer microenvironment necrotic cells release debris which has potency to become DAMPs. Non-small cell lung cancer (NSCLC) is often accompanied by pleural effusion (PE), which contains a variety of DAMPs. Surfactant protein A (SP-A) and heat shock protein 70 (Hsp70) are important DAMPs in the respiratory tract. The aim of this study was to determine a correlation between SP-A or Hsp70 and development of PE in the course of NSCLC. Moreover, we aimed to determine relationships between DAMPs and certain humoral factors associated with formation and persistence of PE as well as pleural-residing macrophages. In 34 PE samples, we estimated concentration of SP-A, Hsp70, IL-6, IL-18, G-CSF, M-CSF, SCF, SDF1α, VEGF as well as the fraction of macrophages and their pattern of polarization. We have found correlations between the concentration of the SP-A and Hsp70 and the percentage of PE-derived macrophages, also between concentrations of SP-A and Hsp70, and cytokines which participate in inflammation and processes involved in remodeling of extracellular matrix (ECM). Our data indicate an important role of SP-A during the development of PE associated with NSCLC. We suggest that measurement of concentration level of SP-A can be helpful in the course of diagnosis of malignant PE associated with NSCLC.
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Affiliation(s)
- Mariusz Kaczmarek
- Department of Immunology, Chair of Clinical Immunology, University of Medical Sciences, Poznan, Poland.
| | - Malgorzata Lagiedo
- Department of Immunology, Chair of Clinical Immunology, University of Medical Sciences, Poznan, Poland
| | - Agnieszka Masztalerz
- Department of Immunology, Chair of Clinical Immunology, University of Medical Sciences, Poznan, Poland
| | | | - Agata Nowicka
- Department of Pulmonology, Allergology and Pulmonary Oncology, University of Medical Sciences, Poznan, Poland
| | - Beata Brajer
- Department of Pulmonology, Allergology and Pulmonary Oncology, University of Medical Sciences, Poznan, Poland
| | - Halina Batura-Gabryel
- Department of Pulmonology, Allergology and Pulmonary Oncology, University of Medical Sciences, Poznan, Poland
| | - Jan Sikora
- Department of Immunology, Chair of Clinical Immunology, University of Medical Sciences, Poznan, Poland
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5
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Kashyap B, Goyal N, Singh NP, Kaur IR. Diagnostic Potential of Circulating Biomarkers in Adenosine Deaminase Diagnosed Pleural Tuberculosis Cases. Indian J Clin Biochem 2017; 33:334-340. [PMID: 30072834 DOI: 10.1007/s12291-017-0686-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 07/21/2017] [Indexed: 10/19/2022]
Abstract
Pleural tuberculosis accounts for nearly 20% of Extra pulmonary tuberculosis. Adenosine deaminase, commonly used biomarker for the diagnosis, is non specific and there is paucity of literature on its correlation with conventional or newer methods for the diagnosis of extra pulmonary forms of TB. The aim of the study was to assess diagnostic potential of T cell function markers [interferon (IFN-γ), interleukin (IL-2) and IFN-γ/IL-2 ratio]; macrophage activation marker [neopterin]; and oxidative stress markers [protein carbonyl and malondialdehyde (MDA)] in pleural tuberculosis. 26 pleural TB cases diagnosed on the basis of suggestive chest X-ray and raised serum ADA levels and healthy controls were included in the study. Pleural fluid specimens were subjected to Zeihl Neelsen staining and culture on Lowenstein Jensen medium. Serum IFN-γ, IL-2, neopterin and protein carbonyl levels detection were done by ELISA and MDA levels were determined by measuring the thiobarbituric acid reactive substances. Median serum levels of IFN-γ, IL-2, IFN-γ/IL-2 ratio, neopterin, protein carbonyl and MDA were significantly different between cases and controls. Levels of all biomarkers except IL-2 were significantly higher in cases with contact history. Mean levels of ADA and ESR were 46.27 U/L and 46.62 mm/hr in PTB cases. AUC for IFN-γ, IL-2, IFN-γ/IL-2 ratio, neopterin, protein carbonyl and MDA were significantly discriminative for cases and controls. IFN-γ/IL-2 ratio was best discriminatory biomarker with highest area under ROC curve. Though no correlation was seen between ADA and any of the six biomarkers, ESR levels correlated significantly with all biomarkers except IL-2 by spearman's correlation coefficient. Though all the circulating biomarkers under study provide useful supportive evidence for the diagnosis of PTB, further studies involving diverse control groups particularly non-PTB effusion are needed to validate these results.
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Affiliation(s)
- Bineeta Kashyap
- 1Department of Microbiology, University College of Medical Sciences & Guru Teg Bahadur Hospital, New Delhi, India.,Flat no. C-402, Vimal CGHS LTD., Plot-3, Sector-12, Dwarka, New Delhi, 110078 India
| | - Nisha Goyal
- 1Department of Microbiology, University College of Medical Sciences & Guru Teg Bahadur Hospital, New Delhi, India
| | - N P Singh
- 1Department of Microbiology, University College of Medical Sciences & Guru Teg Bahadur Hospital, New Delhi, India
| | - Iqbal R Kaur
- 1Department of Microbiology, University College of Medical Sciences & Guru Teg Bahadur Hospital, New Delhi, India
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6
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Murata Y, Aoe K, Mimura-Kimura Y, Murakami T, Oishi K, Matsumoto T, Ueoka H, Matsunaga K, Yano M, Mimura Y. Association of immunoglobulin G4 and free light chain with idiopathic pleural effusion. Clin Exp Immunol 2017; 190:133-142. [PMID: 28617941 DOI: 10.1111/cei.12999] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/13/2017] [Indexed: 12/24/2022] Open
Abstract
The cause of pleural effusion remains uncertain in approximately 15% of patients despite exhaustive evaluation. As recently described immunoglobulin (Ig)G4-related disease is a fibroinflammatory disorder that can affect various organs, including the lungs, we investigate whether idiopathic pleural effusion includes IgG4-associated etiology. Between 2000 and 2012, we collected 830 pleural fluid samples and reviewed 35 patients with pleural effusions undiagnosed after pleural biopsy at Yamaguchi-Ube Medical Center. Importantly, IgG4 immunostaining revealed infiltration of IgG4-positive plasma cells in the pleura of 12 patients (34%, IgG4+ group). The median effusion IgG4 level was 41 mg/dl in the IgG4+ group and 27 mg/dl in the IgG4- group (P < 0·01). The light and heavy chains of effusion IgG4 antibodies of patients in the IgG4+ group were heterogeneous by two-dimensional electrophoresis, indicating the absence of clonality of the IgG4 antibodies. Interestingly, the κ light chains were more heterogeneous than the λ light chains. The measurement of the κ and λ free light chain (FLC) levels in the pleural fluids showed significantly different κ FLC levels (median: 28·0 versus 9·1 mg/dl, P < 0·01) and κ/λ ratios (median: 2·0 versus 1·2, P < 0·001) between the IgG4+ and IgG4- groups. Furthermore, the κ/λ ratios were correlated with the IgG4+ /IgG+ plasma cell ratios in the pleura of the IgG4+ group. Taken together, these results demonstrate the involvement of IgG4 in certain idiopathic pleural effusions and provide insights into the diagnosis, pathogenesis and therapeutic opportunities of IgG4-associated pleural effusion.
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Affiliation(s)
- Y Murata
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan.,The Department of Respiratory Medicine, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan.,Division of Cardiology, The Department of Medicine and Clinical Science, Ube, Japan
| | - K Aoe
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan
| | - Y Mimura-Kimura
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan
| | - T Murakami
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan
| | - K Oishi
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan.,The Department of Respiratory Medicine, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan.,Division of Cardiology, The Department of Medicine and Clinical Science, Ube, Japan
| | - T Matsumoto
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan
| | - H Ueoka
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan
| | - K Matsunaga
- The Department of Respiratory Medicine and Infectious Disease, Yamaguchi University Graduate School of Medicine, Ube, Japan
| | - M Yano
- Division of Cardiology, The Department of Medicine and Clinical Science, Ube, Japan
| | - Y Mimura
- The Department of Clinical Research, National Hospital Organization Yamaguchi-Ube Medical Center, Ube, Japan
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7
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Yang J, Zhu Y, Wu L, Zhu W, Zhang X, Yang Y, Xu C. Diagnostic and prognostic significance of receptor-binding cancer antigen expressed on SiSo cells in lung-cancer-associated pleural effusion. CLINICAL RESPIRATORY JOURNAL 2016; 12:279-284. [PMID: 27402224 DOI: 10.1111/crj.12527] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2016] [Revised: 06/19/2016] [Accepted: 07/10/2016] [Indexed: 02/05/2023]
Abstract
OBJECTIVES This study aimed to evaluate the diagnostic and prognostic value of pleural effusion levels of soluble receptor-binding cancer antigen expressed on SiSo cells (sRCAS1) in lung cancer patients with malignant pleural effusion (MPE). METHODS Pleural effusion samples were collected from 78 patients with MPE, and from 48 patients with benign pleural effusion (BPE). Pleural effusion sRCAS1 concentrations were measured by enzyme-linked immunosorbent assay. RESULTS MPE has significantly higher sRCAS1 levels than that of BPE (P < .01). With a cutoff value of 18.7 U/mL, sRCAS1 showed a good diagnostic performance for MPE. Univariate and multivariate analysis indicated that elevated sRCAS1 levels were an independent predictor of overall survival (OS) and disease-free survival (DFS). Kaplan-Meier survival curves further confirmed that patients with high sRCAS1 have shorter DFS and OS (P = .026 and P = .032, respectively). CONCLUSION In conclusion, measurement of sRCAS1 might be a useful diagnostic and prognostic marker for MPE.
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Affiliation(s)
- Jian Yang
- Department of Respiratory Medicine, Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu, 211100, China
| | - Ying Zhu
- Department of Respiratory Medicine, Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu, 211100, China
| | - Liangquan Wu
- Department of Respiratory Medicine, Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu, 211100, China
| | - Wenyan Zhu
- Department of Respiratory Medicine, Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu, 211100, China
| | - Xiuwei Zhang
- Department of Respiratory Medicine, Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu, 211100, China
| | - Yang Yang
- Department of Respiratory Medicine, Affiliated Jiangning Hospital of Nanjing Medical University, Nanjing, Jiangsu, 211100, China
| | - Chunhua Xu
- Endoscopic Center of Nanjing Chest Hospital, Nanjing, Jiangsu, 210029, China.,Clinical Center of Nanjing Respiratory Diseases and Imaging, Nanjing, Jiangsu, 210029, China
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8
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Michot JM, Madec Y, Bulifon S, Thorette-Tcherniak C, Fortineau N, Noël N, Lambotte O, El Jahiri Y, Delacour H, Delfraissy JF, Blanc FX. Adenosine deaminase is a useful biomarker to diagnose pleural tuberculosis in low to medium prevalence settings. Diagn Microbiol Infect Dis 2015; 84:215-20. [PMID: 26707067 DOI: 10.1016/j.diagmicrobio.2015.11.007] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Revised: 11/02/2015] [Accepted: 11/07/2015] [Indexed: 11/17/2022]
Abstract
Adenosine deaminase (ADA) activity measurement in pleural fluid is a relevant test to diagnose pleural tuberculosis (pTB) in high tuberculosis prevalence settings. We investigated the diagnostic utility of pleural ADA using a retrospective analysis of patients admitted with newly diagnosed pleural effusion without identified etiology between 2001 and 2008 in Paris suburb, a low to medium tuberculosis prevalence area. 104 adults (mean age 55 years; 34 with pTB, 70 with other diagnoses) were analyzed. Median follow-up was 15.6 months. Mean [interquartile range] pleural ADA was 119 U/L [IQR: 83-143] in pTB and 24 U/L [IQR: 15-31] in non-tuberculous effusions (P<0.001). With an optimal pleural ADA cut-off value of 41.5 U/L for pTB diagnosis, sensitivity and specificity were 97.1% and 92.9%, while positive and negative predictive values were 86.8% and 98.5%, respectively. We conclude that pleural ADA activity could be integrated in the diagnostic procedures of pTB in low to medium tuberculosis prevalence settings.
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Affiliation(s)
- Jean-Marie Michot
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique, 94275 Le Kremlin-Bicêtre, France; Université Paris-Sud, 94275 Le Kremlin-Bicêtre, France; Gustave Roussy, Département de Médecine Oncologique, 94805 Villejuif, France
| | - Yoann Madec
- Institut Pasteur, Unité d'Epidémiologie des Maladies Emergentes, 75015 Paris, France
| | - Sophie Bulifon
- AP-HP, Hôpital Bicêtre, Service de Pneumologie, 94275 Le Kremlin-Bicêtre, France
| | | | - Nicolas Fortineau
- AP-HP, Hôpital Bicêtre, Département de Microbiologie, 94275 Le Kremlin-Bicêtre, France
| | - Nicolas Noël
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique, 94275 Le Kremlin-Bicêtre, France; Université Paris-Sud, 94275 Le Kremlin-Bicêtre, France
| | - Olivier Lambotte
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique, 94275 Le Kremlin-Bicêtre, France; Université Paris-Sud, 94275 Le Kremlin-Bicêtre, France
| | - Younes El Jahiri
- Service de Santé des Armées, Hôpital Bégin, Département de Biochimie, 94160 Saint-Mandé, France
| | - Hervé Delacour
- Service de Santé des Armées, Hôpital Bégin, Département de Biochimie, 94160 Saint-Mandé, France
| | - Jean-François Delfraissy
- Assistance Publique-Hôpitaux de Paris (AP-HP), Hôpital Bicêtre, Service de Médecine Interne et Immunologie Clinique, 94275 Le Kremlin-Bicêtre, France; Université Paris-Sud, 94275 Le Kremlin-Bicêtre, France
| | - François-Xavier Blanc
- Université de Nantes, Inserm UMR 1087/CNRS UMR 6291, 44007 Nantes, France; L'institut du thorax, Service de Pneumologie, Hôpital G. et R. Laënnec, CHU de Nantes, 44093 Nantes cedex 1, France.
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9
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Zhou XX, Liu YL, Zhai K, Shi HZ, Tong ZH. Body Fluid Interferon-γ Release Assay for Diagnosis of Extrapulmonary Tuberculosis in Adults: A Systematic Review and Meta-Analysis. Sci Rep 2015; 5:15284. [PMID: 26503802 PMCID: PMC4621514 DOI: 10.1038/srep15284] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2014] [Accepted: 09/22/2015] [Indexed: 11/13/2022] Open
Abstract
The diagnosis of extrapulmonary tuberculosis (EPTB) is difficult. In recent years, T-cell interferon-γ release assays (IGRAs) are widely used in diagnosing tuberculosis. The aim of this meta-analysis is to evaluate the diagnostic accuracy of body fluid IGRAs in diagnosing EPTB. The PubMed, EMBASE, Web of Science, and Cochrane bibliographies were searched for English language articles. 22 studies met the inclusion criteria. The pooled sensitivity and specificity of body fluid IGRAs for diagnosing EPTB were 0.87 [95% confidence interval (CI): 0.83–0.92] and 0.85 (95% CI: 0.79–0.90), respectively. For the fluid T-SPOT.TB, the pooled sensitivity and specificity were 0.92 (95% CI: 0.88–0.95) and 0.85 (95% CI: 0.78–0.91), respectively. The diagnostic odds ratio (DOR) of the fluid T-SPOT.TB was 46.99 (95% CI: 13.69–161.28) for tuberculosis pleurisy, 26.46 (95% CI: 11.38–61.56) for tuberculosis peritonitis, and 97.86 (95% CI: 25.31–378.45) for tuberculosis meningitis. The application of T-SPOT. TB in the diagnosis of EPTB performed better in the body fluid than in the blood. The diagnostic values of the fluid T-SPOT.TB varied for different fluid categories. However, the utility of T-SPOT.TB was limited due to its suboptimal accuracy and higher cost compared with conventional tests.
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Affiliation(s)
- Xiao-Xia Zhou
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.,Geriatric Department, Fu Xing hospital, Capital Medical University, Beijing, China
| | - Ya-Lan Liu
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Kan Zhai
- Medical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Huan-Zhong Shi
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.,Medical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
| | - Zhao-Hui Tong
- Department of Respiratory and Critical Care Medicine, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China.,Medical Research Center, Beijing Chao-Yang Hospital, Capital Medical University, Beijing, China
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10
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Vorster MJ, Allwood BW, Diacon AH, Koegelenberg CFN. Tuberculous pleural effusions: advances and controversies. J Thorac Dis 2015; 7:981-91. [PMID: 26150911 DOI: 10.3978/j.issn.2072-1439.2015.02.18] [Citation(s) in RCA: 77] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2014] [Accepted: 01/29/2015] [Indexed: 12/11/2022]
Abstract
On a global scale, tuberculosis (TB) remains one of the most frequent causes of pleural effusions. Our understanding of the pathogenesis of the disease has evolved and what was once thought to be an effusion as a result of a pure delayed hypersensitivity reaction is now believed to be the consequence of direct infection of the pleural space with a cascade of events including an immunological response. Pulmonary involvement is more common than previously believed and induced sputum, which is grossly underutilised, can be diagnostic in approximately 50%. The gold standard for the diagnosis of tuberculous pleuritis remains the detection of Mycobacterium tuberculosis in pleural fluid, or pleural biopsy specimens, either by microscopy and/or culture, or the histological demonstration of caseating granulomas in the pleura along with acid fast bacilli (AFB). In high burden settings, however, the diagnosis is frequently inferred in patients who present with a lymphocytic predominant exudate and a high adenosine deaminase (ADA) level, which is a valuable adjunct in the diagnostic evaluation. ADA is generally readily accessible, and together with lymphocyte predominance justifies treatment initiation in patients with a high pre-test probability. Still, false-negative and false-positive results remain an issue. When adding closed pleural biopsy to ADA and lymphocyte count, diagnostic accuracy approaches that of thoracoscopy. The role of other biomarkers is less well described. Early pleural drainage may have a role in selected cases, but more research is required to validate its use and to define the subpopulation that may benefit from such interventions.
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Affiliation(s)
- Morné J Vorster
- Department of Medicine, Divisions of Pulmonology, Stellenbosch University & Tygerberg Academic Hospital, Cape Town 8000, South Africa
| | - Brian W Allwood
- Department of Medicine, Divisions of Pulmonology, Stellenbosch University & Tygerberg Academic Hospital, Cape Town 8000, South Africa
| | - Andreas H Diacon
- Department of Medicine, Divisions of Pulmonology, Stellenbosch University & Tygerberg Academic Hospital, Cape Town 8000, South Africa
| | - Coenraad F N Koegelenberg
- Department of Medicine, Divisions of Pulmonology, Stellenbosch University & Tygerberg Academic Hospital, Cape Town 8000, South Africa
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Xu C, Yu L, Zhan P, Zhang Y. Elevated pleural effusion IL-17 is a diagnostic marker and outcome predictor in lung cancer patients. Eur J Med Res 2014; 19:23. [PMID: 24887477 PMCID: PMC4041345 DOI: 10.1186/2047-783x-19-23] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2014] [Accepted: 04/02/2014] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Interleukin 17 (IL-17) is a proinflammatory cytokine produced mainly by CD4(+) T-lymphocytes and may be important in tumor cell growth and progression. In this study, we aimed to evaluate the diagnostic and prognostic value of pleural effusion levels of IL-17 in lung cancer patients with malignant pleural effusion (MPE). METHODS Pleural effusion samples were collected from 78 lung cancer patients with MPE and from 45 patients with nonmalignant pleural effusion. Pleural fluid concentrations of IL-17 were measured by using enzyme-linked immunosorbent assays. RESULTS Malignant effusion exhibited higher IL-17 levels than nonmalignant effusion (20.49 ± 5.27 pg/ml vs. 13.16 ± 2.25 pg/ml; P < 0.01). Lung cancer patients with pleural fluid IL-17 levels below 15 pg/ml had longer overall survival than those patients with higher levels (10.8 months vs. 4.7 months; P < 0.05). On the basis of multivariate analysis, we found that pleural fluid IL-17 level was an independent prognostic factor in lung cancer patients with MPE. CONCLUSIONS Measurement of IL-17 levels might be a useful diagnostic and prognostic test for lung cancer patients with MPE.
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Affiliation(s)
| | - LiKe Yu
- First Department of Respiratory Medicine, Nanjing Chest Hospital, 215 Guangzhou Road, Nanjing 210029, China.
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12
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Xu CH, Hao KK, Yu LK, Zhang XW. Diagnostic value of soluble receptor-binding cancer antigen expressed on SiSo cells and carcinoembryonic antigen in malignant pleural effusion in patients with lung cancer. Asia Pac J Clin Oncol 2014; 11:28-33. [PMID: 24720371 DOI: 10.1111/ajco.12195] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- Chun-hua Xu
- First Department of Respiratory Medicine; Nanjing Chest Hospital; Nanjing China
| | - Ke-ke Hao
- First Department of Respiratory Medicine; Nanjing Chest Hospital; Nanjing China
| | - Li-ke Yu
- First Department of Respiratory Medicine; Nanjing Chest Hospital; Nanjing China
| | - Xiu-wei Zhang
- Department of Respiratory Medicine; Nanjing Jiangning Hospital; Nanjing China
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Yurt S, Küçükergin C, Yigitbas BA, Seçkin S, Tigin HC, Koşar AF. Diagnostic utility of serum and pleural levels of adenosine deaminase 1-2, and interferon-γ in the diagnosis of pleural tuberculosis. Multidiscip Respir Med 2014; 9:12. [PMID: 24602306 PMCID: PMC3978112 DOI: 10.1186/2049-6958-9-12] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2013] [Accepted: 02/18/2014] [Indexed: 11/10/2022] Open
Abstract
Background To evaluate and compare the diagnostic efficiency of serum (s) and pleural (p) levels of adenosine deaminase (ADA)-1, ADA-2, total ADA, and interferon-gamma (IFN-γ) for the differential diagnosis of pleural tuberculosis (TB). Methods Clinical and analytic data of 93 consecutive patients with pleural effusions from May 2012 to February 2013 were prospectively evaluated. The study population included 43 pleural TB, 23 malignancies, and 27 other exudates. The median and interquartile range of ADA-1, ADA-2, total ADA, and IFN-γ were evaluated according to their underlying diseases. Results There were no significant differences in sADA-1 and sIFN-γ values among each group. pADA-1, pADA-2, total pADA, and pIFN-γ levels were significantly higher in patients with pleural TB than in other patients (p < 0.0001). As for pleural TB receiving operating characteristic (ROC) curves identified the following results. The best cut-off value for pADA-2 was 20.37 U/L and it yielded a sensitivity and specificity of 95.35% and 86%, respectively. Taking a cut-off value of 40.68 U/L for total pADA, the sensitivity and the specificity were found to be 88.37% and 88%, respectively. ROC curve identified 110 U/L as the best cut-off value for pμg/ml, while the sensitivity and the specificity were 74.42% and 68%, respectively. Finally, the best cut-off value for pADA-1 was 16.8 U/L and yielded a sensitivity and specificity of 69.77% and 68%, respectively. Conclusions To distinguish pleural TB, pleural levels of ADA-2 have the highest sensitivity among the different diagnostic parameters and may find a place as routine investigation for early detection of TB in the future.
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Affiliation(s)
- Sibel Yurt
- Department of Chest Diseases, Yedikule Chest Disease and Surgery Training and Research Hospital, Istanbul, Turkey.
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Araujo Z, Giampietro F, Bochichio MDLA, Palacios A, Dinis J, Isern J, Waard JHD, Rada E, Borges R, Fernández de Larrea C, Villasmil A, Vanegas M, Enciso-Moreno JA, Patarroyo MA. Immunologic evaluation and validation of methods using synthetic peptides derived from Mycobacterium tuberculosis for the diagnosis of tuberculosis infection. Mem Inst Oswaldo Cruz 2014; 108:131-9. [PMID: 23579789 DOI: 10.1590/0074-0276108022013001] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2012] [Accepted: 11/07/2012] [Indexed: 11/22/2022] Open
Abstract
The goal of this study was to demonstrate the usefulness of an enzyme-linked immunosorbent assay (ELISA) for the serodiagnosis of pulmonary tuberculosis (PTB) and extrapulmonary TB (EPTB). This assay used 20 amino acid-long, non-overlapped synthetic peptides that spanned the complete Mycobacterium tuberculosis ESAT-6 and Ag85A sequences. The validation cohort consisted of 1,102 individuals who were grouped into the following five diagnostic groups: 455 patients with PTB, 60 patients with EPTB, 40 individuals with non-EPTB, 33 individuals with leprosy and 514 healthy controls. For the PTB group, two ESAT-6 peptides (12033 and 12034) had the highest sensitivity levels of 96.9% and 96.2%, respectively, and an Ag85A-peptide (29878) was the most specific (97.4%) in the PTB groups. For the EPTB group, two Ag85A peptides (11005 and 11006) were observed to have a sensitivity of 98.3% and an Ag85A-peptide (29878) was also the most specific (96.4%). When combinations of peptides were used, such as 12033 and 12034 or 11005 and 11006, 99.5% and 100% sensitivities in the PTB and EPTB groups were observed, respectively. In conclusion, for a cohort that consists entirely of individuals from Venezuela, a multi-antigen immunoassay using highly sensitive ESAT-6 and Ag85A peptides alone and in combination could be used to more rapidly diagnose PTB and EPTB infection.
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Affiliation(s)
- Zaida Araujo
- Laboratorio de Inmunología de Enfermedades Infecciosas, Instituto de Biomedicina, Universidad Central de Venezuela, Caracas, Venezuela.
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Chegou NN, Hoek KGP, Kriel M, Warren RM, Victor TC, Walzl G. Tuberculosis assays: past, present and future. Expert Rev Anti Infect Ther 2014; 9:457-69. [DOI: 10.1586/eri.11.23] [Citation(s) in RCA: 48] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Jiang J, He Y, Yu X, Zhao J, Cui H. A homogeneous hemin/G-quadruplex DNAzyme based turn-on chemiluminescence aptasensor for interferon-gamma detection via in-situ assembly of luminol functionalized gold nanoparticles, deoxyribonucleic acid, interferon-gamma and hemin. Anal Chim Acta 2013; 791:60-4. [DOI: 10.1016/j.aca.2013.06.048] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2013] [Revised: 06/23/2013] [Accepted: 06/28/2013] [Indexed: 01/09/2023]
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Khan FY, Hamza M, Omran AH, Saleh M, Lingawi M, Alnaqdy A, Rahman MOA, Ahmedullah HS, Hamza A, Ani AA, Errayes M, Almaslamani M, Mahmood AA. Diagnostic value of pleural fluid interferon-gamma and adenosine deaminase in patients with pleural tuberculosis in Qatar. Int J Gen Med 2013; 6:13-8. [PMID: 23378780 PMCID: PMC3553648 DOI: 10.2147/ijgm.s39345] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Objective To investigate the diagnostic utility of interferon-gamma (IFN-γ) and adenosine deaminase (ADA) in tuberculous pleural effusions by determining the best cutoff levels of these two markers for pleural tuberculosis, in the context of the local epidemiological settings in Qatar. Methods We prospectively studied IFN-γ and ADA levels in the pleural fluid of patients presenting to Hamad General Hospital between June 1, 2009 and May 31, 2010. Results We studied 103 patients with pleural effusions, 72 (69.9%) with pleural tuberculosis, and 31 (30.1%) with nontuberculous etiologies. The mean IFN-γ concentration for the group with tuberculous effusions was significantly higher than that in the group with nontuberculous effusions (1.98 ± 81 vs 0.26 ± 10 pg/mL [P < 0.0001]). The mean ADA activity for the tuberculous effusions group was significantly higher than that in group with nontuberculous effusions (41.30 ± 20.09 vs 14.93 ± 14.87 U/L [P < 0.0001]). By analysis of receiver operating characteristic (ROC) curves, the best cutoff values for IFN-γ and ADA were 0.5 pg/mL and 16.65 U/L, respectively. The results for IFN-γ vs ADA were: for sensitivity, 100% vs 86%, respectively; for specificity, 100% vs 74%, respectively; for positive predictive value, 100% vs 88.5%, respectively; and for negative predictive value, 100% vs 69.7%, respectively. Conclusion IFN-γ and ADA could be used as valuable parameters for the differentiation of tuberculous from nontuberculous effusion, and IFN-γ was more sensitive and specific for tuberculous effusion than ADA.
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Ibrahim L, Salah M, Rahman AAE, Zeidan A, Ragb M. Crucial Role of CD4+CD 25+ FOXP3+ T Regulatory Cell, Interferon-γ and Interleukin-16 in Malignant and Tuberculous Pleural Effusions. Immunol Invest 2012; 42:122-36. [DOI: 10.3109/08820139.2012.736116] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
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19
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Lee KS, Kim HR, Kwak S, Choi KH, Cho JH, Lee YJ, Lee MK, Lee JH, Park SD, Park DS. Association between elevated pleural interleukin-33 levels and tuberculous pleurisy. Ann Lab Med 2012; 33:45-51. [PMID: 23301222 PMCID: PMC3535196 DOI: 10.3343/alm.2013.33.1.45] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2012] [Revised: 08/06/2012] [Accepted: 09/28/2012] [Indexed: 11/23/2022] Open
Abstract
Background Interferon-γ (IFN-γ) plays a crucial role in Mycobacterium tuberculosis induced pleural responses. Interleukin (IL)-33 up-regulates the production of IFN-γ. We aimed to identify whether an association between pleural IL-33 levels and tuberculous pleurisy exists and determine its diagnostic value. Methods Pleural IL-33, ST2 (a receptor of IL-33), adenosine deaminase (ADA), and IFN-γ, as well as serum IL-33 and ST2 were measured in 220 patients with pleural effusions (PEs). Patients with malignant (MPEs), parapneumonic (PPEs), tuberculous (TPEs), and cardiogenic (CPEs) pleural effusions were included. Results Pleural and serum IL-33 levels were highest or tended to be higher in patients with TPEs than in those with other types of PEs. The median pleural fluid-to-serum IL-33 ratio was higher in TPE cases (≥ 0.91) than in other PE cases (≤ 0.56). Pleural IL-33 levels correlated with those of pleural ADA and IFN-γ. However, the diagnostic accuracies of pleural IL-33 (0.74) and pleural fluid-to-serum IL-33 ratio (0.75) were lower than that of ADA (0.95) or IFN-γ (0.97). Pleural ST2 levels in patients with MPEs were higher than in patients with TPEs. Serum ST2 levels did not differ among the groups. Conclusions We identified an association between elevated pleural IL-33 levels and tuberculous pleurisy. However, we recommend conventional pleural markers (ADA or IFN-γ) as diagnostic markers of TPE.
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Affiliation(s)
- Koung-Sun Lee
- Department of Laboratory Medicine, Wonkwang University School of Medicine, Iksan, Korea
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Eldin EN, Omar A, Khairy M, Mekawy AHM, Ghanem MK. Diagnostic value of ex vivo pleural fluid interferon-gamma versus adapted whole-blood quantiferon-TB gold in tube assays in tuberculous pleural effusion. Ann Thorac Med 2012. [PMID: 23189099 PMCID: PMC3506102 DOI: 10.4103/1817-1737.102181] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND: Noninvasive diagnosis of pleural tuberculosis (TB) remains a challenge due to the paucibacillary nature of the disease. As Mycobacterium tuberculosis (MTB)-specific T cells are recruited into pleural space in TB effusion; their indirect detection may provide useful clinical information. OBJECTIVES: Evaluation of pleural fluid interferon (INF)-γ levels vs Quantiferon–TB Gold In tube assay (QFT- IT) in blood and its adapted variants, using pleural fluid or isolated pleural fluid cells in the diagnosis of pleural TB. METHODS: Thirty-eight patients with pleural effusion of unknown etiology presented at Assiut University Hospital, Egypt, were recruited. Blood and pleural fluid were collected at presentation for INF-γ assays. Ex vivo pleural fluid INF-γ levels, QFT-IT in blood and its adapted variants were compared with final diagnosis as confirmed by other tools including blind and/or thoracoscopic pleural biopsy. RESULTS: The final clinical diagnosis was TB in 20 (53%), malignancy in 10 (26%), and effusion due to other causes in eight patients (21%). Ex vivo pleural fluid INF-γ levels accurately identified TB in all patients and were superior to the QFT-IT assays using blood or pleural fluid (70 and 78% sensitivity, with 60 and 83% specificity, respectively). QFT-IT assay applied to isolated pleural fluid cells had 100% sensitivity and 72% specificity. The optimal cut-off obtained with ROC analysis was 0.73 for TB Gold assay in blood assay, 0.82 IU/ml for the cultured pleural fluid assay, and 0.94 for isolated pleural cells assay. CONCLUSION: The ex vivo pleural fluid INF-γ level is an accurate marker for the diagnosis of pleural TB. QFT- IT assay in peripheral blood or its adapted versions of the assay using pleural fluid and/or washed pleural fluid cells had no diagnostic advantage over pleural fluid INF-γ in the diagnosis of pleural TB.
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Affiliation(s)
- Eman N Eldin
- Department of Clinical Pathology, Assiut University Hospital, Egypt
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Zhao J, Chen C, Zhang L, Jiang J, Yu R. An electrochemical aptasensor based on hybridization chain reaction with enzyme-signal amplification for interferon-gamma detection. Biosens Bioelectron 2012; 36:129-34. [PMID: 22575639 DOI: 10.1016/j.bios.2012.04.013] [Citation(s) in RCA: 64] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2012] [Revised: 04/02/2012] [Accepted: 04/04/2012] [Indexed: 11/20/2022]
Abstract
A novel electrochemical aptasensor based on hybridization chain reaction (HCR) with enzyme-signal amplification was constructed for the detection of interferon-gamma (IFN-γ). In this aptasensor, the recognition probes which contained the sequence of IFN-γ aptamer were initially binded to IFN-γ, and the unbound recognition probes were captured on the electrode as an initiator to trigger the HCR. The two DNA hairpins bio-H1 and bio-H2 were opened by the recognition probe, and bound one by one on the electrode. The biotin was used as a tracer in the hairpins and streptavidin-alkaline phosphatase (SA-ALP) as a reporter molecule. Then, SA-ALP converted its electro-inactive substrate 1-naphthyl phosphate into an electroactive derivative 1-naphthol generating amplified electrochemical signal by differential pulse voltammetry (DPV). The activity of the immobilized enzyme was voltammetrically determined by measuring the amount of 1-naphthol generated for enzymatic dephosphorylation of 1-naphthyl phosphate. The electrochemical signal observed was inversely related to the concentration of IFN-γ. The proposed approach showed a high sensitivity for IFN-γ in a concentration range of 0.5-300 nM with a detection limit of 0.3 nM. The sensing system also provided satisfactory results for the detection of IFN-γ in the cell media.
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Affiliation(s)
- Jingjin Zhao
- State Key Laboratory for Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, PR China
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Kalantri Y, Hemvani N, Chitnis D. Evaluation of real-time polymerase chain reaction, interferon-gamma, adenosine deaminase, and immunoglobulin A for the efficient diagnosis of pleural tuberculosis. Int J Infect Dis 2011; 15:e226-31. [DOI: 10.1016/j.ijid.2010.11.011] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2010] [Revised: 11/20/2010] [Accepted: 11/28/2010] [Indexed: 11/16/2022] Open
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Kobashi Y, Abe M, Mouri K, Obase Y, Miyashita N, Oka M. Rapid diagnosis of tuberculous pericarditis by ELISPOT assay. ACTA ACUST UNITED AC 2010; 42:712-5. [PMID: 20302547 DOI: 10.3109/00365541003705768] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
We describe a case in which the rapid diagnosis of tuberculous pericarditis was made using the Mycobacterium tuberculosis (MTB)-specific enzyme-linked immunospot (ELISPOT) assay on pericardial effusion mononuclear cells (PEMCs). The analysis of MTB-specific T-cells in PEMCs by ELISPOT may be useful for rapid decision-making in anti-tuberculous treatment.
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Affiliation(s)
- Yoshihiro Kobashi
- Department of Medicine, Kawasaki Medical School, Matsushima, Kurashiki, Japan.
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Cui HY, Zhang Q, Su B, Li W, Tang SJ. Differential Levels of Cytokines and Soluble Fas Ligand between Tuberculous and Malignant Effusions. J Int Med Res 2010; 38:2063-9. [PMID: 21227011 DOI: 10.1177/147323001003800621] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
Tuberculous pleurisy, which is characterized by an extensive inflammatory exudate in the pleural space, is a common manifestation of extrapulmonary tuberculosis caused by Mycobacterium tuberculosis infection but is difficult to diagnose. This study compared concentrations of three cytokines (interferon-γ and interleukin [IL]−2 and −4) and soluble Fas ligand in serum and pleural effusions from 36 patients with tuberculous pleurisy, 30 with malignant pleurisy and 30 healthy volunteers. Interferon-γ concentration was significantly higher in serum and pleural effusions, and the concentration of soluble Fas ligand was significantly higher in pleural effusion, from patients with tuberculous pleurisy than in those with malignant pleurisy. Levels of IL-2 and IL-4 were also raised in serum, but failed to reach statistical significance. Interferon-γ and soluble Fas ligand levels were significantly higher in pleural effusion than in serum. Pleural soluble Fas ligand concentrations correlated linearly with those of interferon-γ in patients with tuberculous pleurisy. These findings suggest a predominant T-helper-1 response to M. tuberculosis infection.
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Affiliation(s)
- H-Y Cui
- Department of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - Q Zhang
- Department of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - B Su
- Department of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - W Li
- Department of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
| | - S-J Tang
- Department of Tuberculosis, Shanghai Pulmonary Hospital, Tongji University School of Medicine, Shanghai, China
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Kumar P, Sen MK, Chauhan DS, Katoch VM, Singh S, Prasad HK. Assessment of the N-PCR assay in diagnosis of pleural tuberculosis: detection of M. tuberculosis in pleural fluid and sputum collected in tandem. PLoS One 2010; 5:e10220. [PMID: 20419090 PMCID: PMC2856669 DOI: 10.1371/journal.pone.0010220] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2009] [Accepted: 03/21/2010] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND The nonspecific clinical presentation and paucibacillary nature of tuberculous pleuritis remains a challenge for diagnosis. Diagnosis of tuberculous pleural effusion depends on the demonstration of the presence of tubercle bacilli in the sputum, pleural fluid, or pleural biopsy specimen, or demonstration of granuloma in pleura by histological examination. We examined the clinical utility of the diagnosis of pleural tuberculosis using the in house N-PCR assay, AFB smear microscopy and culture. Besides pleural fluid the inclusion of sputum in the efficacy of diagnosis of pleural tuberculosis was scrutinized. METHODOLOGY/PRINCIPAL FINDINGS Pleural fluid and sputum samples of 58 tuberculous and 42 non-tuberculous pleural effusion patients were processed for AFB smear microscopy, culture and the N-PCR assay. Mycobacteria were detected exclusively in tuberculous pleural effusion samples. None of the non-tuberculous pleural effusion samples were positive for mycobacteria. Comparative analysis showed that the N-PCR assay had the highest sensitivity. Inclusion of sputum along with pleural fluid increased N-PCR sensitivity from 51.7 to 70.6% (p<0.0001).This improved sensitivity was reflected in AFB smear microscopy and isolation by culture. The sensitivity enhanced on inclusion of sputum from 3.4 (p = 0.50) to 10.3% (p = 0.038) for AFB smear microscopy and for isolation of mycobacteria from 10.3(p = 0.03) to 22.4% (p = 0.0005). Thirteen isolates were obtained from 58 pleural tuberculosis patients. Eleven mycobacterial isolates were identified as M. tuberculosis and two as M. fortuitum and M. chelonae. Complete concordance was seen between the biochemical identification of isolates and the N-PCR identification of mycobacterial species prior to isolation. CONCLUSIONS/SIGNIFICANCE To the best of our knowledge this is the first PCR based report on utility of sputum for diagnosis of pleural tuberculosis. The present study demonstrates that a combination of pleural fluid with sputum sample and N-PCR improved the diagnosis of pleural tuberculosis.
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Affiliation(s)
- Parameet Kumar
- Department of Biotechnology, All India Institute of Medical Sciences, New Delhi, India
| | - Manas K. Sen
- Department of Pulmonary Critical Care and Sleep Medicine, Vardhman Mahavir Medical College (VMMC) and Safdarjung Hospital, New Delhi, India
| | - Devendra S. Chauhan
- National JALMA Institute of Leprosy and Other Mycobacterial Diseases, Tajganj, Agra, India
| | - Vishwa M. Katoch
- Department of Health Research (Ministry of Health & Family Welfare) and Indian Council of Medial Research, Ramalingaswami Bhawan, Ansari Nagar, New Delhi, India
| | - Sarman Singh
- Division of Clinical Microbiology, Department of Laboratory Medicine, All India Institute of Medical Sciences, New Delhi, India
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Badiee P, Kordbacheh P, Alborzi A, Ramzi M, Shakiba E. Molecular detection of invasive aspergillosis in hematologic malignancies. Infection 2008; 36:580-584. [PMID: 18854937 DOI: 10.1007/s15010-008-7385-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2007] [Accepted: 03/03/2008] [Indexed: 11/28/2022]
Abstract
BACKGROUND Aspergillus species are the most frequent causes of invasive mold infections in immunocompromised patients, particularly those who underwent chemotherapy for hematologic malignancies. The aim of this study was to determine the incidence and efficiency of the PCR-enzyme linked immunosorbent assay method (PCR-ELISA) for early detection of Aspergillus species in patients with hematologic malignancies. PATIENTS AND METHODS From 2004 to 2006, 194 patients with hematologic malignancies (who received chemotherapy) were evaluated for invasive aspergillosis (IA) in Shiraz, southern Iran. Ethylenediaminetetraacetic acid anticoagulant whole blood samples were collected prospectively once a week and stored at -20 degrees C until examination. All collected blood samples were assayed for the presence of the bands on ethidium bromide stained gel and for hybridization. RESULTS The female-to-male ratio was 61:133, the mean age of patients was 33.7 years, and mean of hospitalization period was 21.2 days. PCR-ELISA was positive in 14 (7.2%) patients who exhibited clinical and radiologic signs of IA. The etiologic agents were Aspergillus flavus (11 cases) and Aspergillus fumigatus (three cases). The mean time of positivity of PCR-ELISA in the blood before the appearance of clinical signs was 12.6 days. PCR was found to be the earliest indicator of IA preceding nonspecific clinical and radiologic findings. The sensitivity, specificity, positive, and negative predictive values of PCR-ELISA to detect DNA-specific for Aspergillus species in patients with proven and probable IA were 66%, 96%, 62.5%, and 97%, respectively. In case patients were treated with antifungal drugs, and the treatment was successful, fungal PCR assay became negative after 14 days and if the treatment failed, assay was positive until death. CONCLUSIONS We demonstrated, in the present study, the incidence of IA in leukemic patients and the usefulness of molecular assay for early diagnosis and monitoring of the treatment of IA.
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Affiliation(s)
- P Badiee
- Prof. Alborzi Clinical Microbiology Research Center, Shiraz University of Medical Sciences, Nemazi Hospital, Zand Ave, Shiraz, Iran.
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Supriya P, Chandrasekaran P, Das SD. Diagnostic utility of interferon-gamma-induced protein of 10 kDa (IP-10) in tuberculous pleurisy. Diagn Microbiol Infect Dis 2008; 62:186-92. [PMID: 18620834 DOI: 10.1016/j.diagmicrobio.2008.05.011] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2008] [Revised: 05/28/2008] [Accepted: 05/30/2008] [Indexed: 02/01/2023]
Abstract
Tuberculous pleuritis (TP) is characterized by predominant Th1 immune response. We observed significantly high levels of interferon gamma (IFN-gamma) and chemokines such as IP-10, monokine induced by IFN-gamma (MIG), interleukin 8 (IL-8), monocyte chemotactic protein (MCP)-1, and macrophage inflammatory protein (MIP)-1alpha in tuberculous pleural effusions. In the current study, we evaluated the diagnostic utility of IFN-gamma-dependent chemokine especially IP-10. The receiver operating characteristics (ROC) curve analyses based on cytometric bead array values depicted high sensitivity only for IP-10 (76.3%) followed by IFN-gamma (73.7%). The ELISA test further confirmed the significantly high levels of IFN-gamma and IP-10 in TP. The ROC curve analysis again demonstrated high area under the curve (AUC) for IP-10 (0.966) than the referred diagnostic marker IFN-gamma (0.930). The better sensitivity (84.2% for IFN-gamma and 89.2% for IP-10) and equal specificity (95.7%) of IP-10 assay compared with IFN-gamma suggest that IP-10 is a potential diagnostic marker for evaluating TP.
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Affiliation(s)
- Pokkali Supriya
- Department of Immunology, Tuberculosis Research Centre (ICMR), Chennai 600 031, India
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A simple and direct electrochemical detection of interferon-gamma using its RNA and DNA aptamers. Biosens Bioelectron 2008; 23:1819-24. [PMID: 18406597 DOI: 10.1016/j.bios.2008.02.021] [Citation(s) in RCA: 75] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2007] [Revised: 02/25/2008] [Accepted: 02/25/2008] [Indexed: 11/21/2022]
Abstract
Tuberculosis is the most frequent cause of infection-related death worldwide. We constructed a simple and direct electrochemical sensor to detect interferon (IFN)-gamma, a selective marker for tuberculosis pleurisy, using its RNA and DNA aptamers. IFN-gamma was detected by its 5'-thiol-modified aptamer probe immobilized on the gold electrode. Interaction between IFN-gamma and the aptamer was recorded using electrochemical impedance spectroscopy and quartz crystal microbalance (QCM) with high sensitivity. The RNA-aptamer-based sensor showed a low detection limit of 100 fM, and the DNA-aptamer-based sensor detected IFN-gamma to 1 pM in sodium phosphate buffer. With QCM analysis, the aptamer immobilized on the electrode and IFN-gamma bound to the aptamer probe was quantified. This QCM result shows that IFN-gamma exists in multimeric forms to interact with the aptamers, and the RNA aptamer prefers the high multimeric state of IFN-gamma. Such a preference may describe the low detection limit of the RNA aptamer shown by impedance analysis. In addition, IFN-gamma was detected to 10 pM by the DNA aptamer in fetal bovine serum, a mimicked biological system, which has similar components to pleural fluid.
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Diagnostic accuracy of adenosine deaminase in tuberculous pleurisy: a meta-analysis. Respir Med 2008; 102:744-54. [PMID: 18222681 DOI: 10.1016/j.rmed.2007.12.007] [Citation(s) in RCA: 206] [Impact Index Per Article: 12.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2007] [Revised: 11/16/2007] [Accepted: 12/13/2007] [Indexed: 12/20/2022]
Abstract
BACKGROUND Conventional tests are not always helpful in making a diagnosis of tuberculous pleurisy. Many studies have investigated the usefulness of adenosine deaminase (ADA) in pleural fluid for the early diagnosis of tuberculous pleurisy. We conducted a meta-analysis to determine the accuracy of ADA measurements in the diagnosis of tuberculous pleurisy. METHODS After a systematic review of English language studies, sensitivity, specificity, and other measures of accuracy of ADA concentration in the diagnosis of pleural effusion were pooled using random effects models. Summary receiver operating characteristic curves were used to summarize overall test performance. RESULTS Sixty-three studies met our inclusion criteria. The summary estimates for ADA in the diagnosis of tuberculous pleurisy in the studies included were sensitivity 0.92 (95% confidence interval 0.90-0.93), specificity 0.90 (95% confidence interval 0.89-0.91), positive likelihood ratio 9.03 (95% confidence interval 7.19-11.35), negative likelihood ratio 0.10 (95% confidence interval 0.07-0.14), and diagnostic odds ratio 110.08 (95% confidence interval 69.96-173.20). CONCLUSIONS ADA determination is a relative sensitive and specific test for the diagnosis of tuberculous pleurisy. Measurement of ADA in pleural effusion is thus likely to be a useful diagnostic tool for tuberculous pleurisy. The results of ADA assays should be interpreted in parallel with clinical findings and the results of conventional tests.
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Chegou NN, Walzl G, Bolliger CT, Diacon AH, van den Heuvel MM. Evaluation of Adapted Whole-Blood Interferon-γ Release Assays for the Diagnosis of Pleural Tuberculosis. Respiration 2008; 76:131-8. [DOI: 10.1159/000128575] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2007] [Accepted: 01/23/2008] [Indexed: 11/19/2022] Open
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Yang CS, Lee JS, Lee HM, Shim TS, Son JW, Jung SS, Kim JS, Song CH, Kim HJ, Jo EK. Differential cytokine levels and immunoreactivities against Mycobacterium tuberculosis antigens between tuberculous and malignant effusions. Respir Med 2007; 102:280-6. [PMID: 17933504 DOI: 10.1016/j.rmed.2007.08.016] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/17/2007] [Revised: 08/15/2007] [Accepted: 08/31/2007] [Indexed: 02/05/2023]
Abstract
Much effort has been devoted to the identification of immunologically important factors in tuberculous pleurisy (TBP) and malignant pleurisy (MP) to improve the differential diagnosis of the two major causes of lymphocyte-dominant pleurisy. This study evaluated the immunoreactivity and potential diagnostic utility of both host (cytokines and chemokines) and pathogen (mycobacterial proteins) factors in pleural effusions. Effusion samples were collected from 41 patients with MP caused by lung cancer and from 81 patients with TBP. The concentrations of nine cytokines and chemokines (interleukin (IL)-12 p40, interferon (IFN)-gamma, tumor necrosis factor (TNF)-alpha, IL-6, IL-10, CXCL8/IL-8, CXCL10/IP-10, CCL3/MIP-1alpha, and CCL4/MIP-1beta) and antibody responses (IgG, IgM, and IgA) against five Mycobacterium tuberculosis antigens (early secreted antigenic target (ESAT)-6, 30-kDa, MTB12, 38-kDa, and a heparin-binding hemagglutinin (HBHA)) were determined in pleural fluids using enzyme-linked immunosorbent assays (ELISA). In the logistic regression, IFN-gamma (odds ratio, 7.178; 95% confidence interval (CI), 2.258-22.817; p=0.001), IL-12 p40 (odds ratio, 11.037; 95% CI, 3.38-36.037; p<0.001), and IL-6 (odds ratio, 3.295; 95% CI, 1.147-9.463; p=0.027) were found to be statistically significant cytokines predicting tuberculous from malignant effusions. Although IgG responses to all of the M. tuberculosis antigens tested were significantly higher in effusions from TBP (p<0.001) compared with those from MP, the logistic regression showed IgG levels for ESAT-6 and MTB12 to be statistically significant for differentiation of TBP from MP. HBHA showed the highest sensitivity of IgM antibody responses in TBP in comparison with other antigens. These data indicate that selected mycobacterial antigens (ESAT-6 and MTB12) and cytokine markers (IFN-gamma, IL-12p40, and IL-6) provide useful information for differentiating tuberculous and malignant effusions in clinical practice.
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Affiliation(s)
- Chul-Su Yang
- Department of Microbiology, College of Medicine, Chungnam National University, Daejeon 301-747, South Korea
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Gopi A, Madhavan SM, Sharma SK, Sahn SA. Diagnosis and treatment of tuberculous pleural effusion in 2006. Chest 2007; 131:880-889. [PMID: 17356108 DOI: 10.1378/chest.06-2063] [Citation(s) in RCA: 257] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
Tuberculous (TB) pleural effusion occurs in approximately 5% of patients with Mycobacterium tuberculosis infection. The HIV pandemic has been associated with a doubling of the incidence of extrapulmonary TB, which has resulted in increased recognition of TB pleural effusions even in developed nations. Recent studies have provided insights into the immunopathogenesis of pleural TB, including memory T-cell homing and chemokine activation. The definitive diagnosis of TB pleural effusions depends on the demonstration of acid-fast bacilli in the sputum, pleural fluid, or pleural biopsy specimens. The diagnosis can be established in a majority of patients from the clinical features, pleural fluid examination, including cytology, biochemistry, and bacteriology, and pleural biopsy. Measurement of adenosine deaminase and interferon-gamma in the pleural fluid and polymerase chain reaction for M tuberculosis has gained wide acceptance in the diagnosis of TB pleural effusions. Although promising, these tests require further evaluation before their routine use can be recommended. The treatment of TB pleural effusions in patients with HIV/AIDS is essentially similar to that in HIV-negative patients. At present, evidence regarding the use of corticosteroids in the treatment of TB pleural effusion is not clear-cut.
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Affiliation(s)
- Arun Gopi
- The Division of Pulmonary and Critical Care Medicine, Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Sethu M Madhavan
- The Division of Pulmonary and Critical Care Medicine, Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Surendra K Sharma
- The Division of Pulmonary and Critical Care Medicine, Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Steven A Sahn
- Division of Pulmonary, Critical Care, Allergy and Sleep Medicine, Medical University of South Carolina, Charleston, SC.
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Jiang J, Shi HZ, Liang QL, Qin SM, Qin XJ. Diagnostic Value of Interferon-γ in Tuberculous Pleurisy. Chest 2007; 131:1133-41. [PMID: 17426220 DOI: 10.1378/chest.06-2273] [Citation(s) in RCA: 133] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
BACKGROUND Conventional tests are not always helpful in making a diagnosis of tuberculous pleurisy. Many studies have investigated the usefulness of interferon (IFN)-gamma measurements in pleural fluid for the early diagnosis of tuberculous pleurisy. We conducted a metaanalysis to determine the accuracy of IFN-gamma measurements in the diagnosis of tuberculous pleurisy. METHODS After a systematic review of English-language studies, sensitivity, specificity, and other measures of accuracy of IFN-gamma concentrations in the diagnosis of pleural effusion were pooled using random-effects models. Summary receiver operating characteristic curves were used to summarize overall test performance. RESULTS Twenty-two studies met our inclusion criteria. The summary estimates for IFN-gamma in the diagnosis of tuberculous pleurisy in the studies included were as follows: sensitivity, 0.89 (95% confidence interval [CI], 0.87 to 0.91); specificity, 0.97 (95% CI, 0.96 to 0.98); positive likelihood ratio, 23.45 (95% CI, 17.31 to 31.78); negative likelihood ratio, 0.11 (95% CI, 0.07 to 0.16); and diagnostic odds ratio, 272.7 (95% CI, 147.5 to 504.2). CONCLUSIONS IFN-gamma determination is a sensitive and specific test for the diagnosis of tuberculous pleurisy. The measurement of IFN-gamma levels in pleural effusions is thus likely to be a useful tool for diagnosing tuberculous pleurisy. The results of IFN-gamma assays should be interpreted in parallel with clinical findings and the results of conventional tests.
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Affiliation(s)
- Jing Jiang
- Institute of Respiratory Diseases, First Affiliated Hospital, Guangxi Medical University, Nanning 530021, Guangxi, People's Republic of China
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Katayama H, Hiraki A, Aoe K, Fujiwara K, Matsuo K, Maeda T, Murakami T, Toyooka S, Sugi K, Ueoka H, Tanimoto M. Aberrant promoter methylation in pleural fluid DNA for diagnosis of malignant pleural effusion. Int J Cancer 2007; 120:2191-5. [PMID: 17285579 DOI: 10.1002/ijc.22576] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Accumulating evidence implicates epigenetic changes such as hypermethylation in carcinogenesis. We investigated whether DNA methylation of 5 tumor suppressor genes in pleural fluid samples could aid in diagnosis of malignant effusion. In samples from 47 patients with malignant pleural effusions and 34 with nonmalignant effusions, we used a methylation-specific polymerase chain reaction to detect aberrant hypermethylation of the promoters of the DNA repair gene O(6)-methylguanine-DNA methyltransferase (MGMT), p16(INK4a), ras association domain family 1A (RASSF1A), apoptosis-related genes, death-associated protein kinase (DAPK), and retinoic acid receptor beta (RARbeta). Promoter hypermethylation was associated with malignant effusion for MGMT (Odds ratio (OR) = infinity), p16(INK4a) (OR = infinity), RASSF1A (OR = 13.8; CI, 1.71-112), and RARbeta (OR = 3.17; CI, 1.10-9.11), but not for DAPK. Instead, DAPK methylation was associated with the length of smoking (p < 0.05). Patients with hypermethylation of MGMT, p16(INK4a), RASSF1A or RARbeta were 5.68 times more likely to have malignant effusions than patients without methylation (p = 0.008). Methylations per patient were more numerous for lung cancer than nonmalignant pulmonary disease (0.915 vs. 0.206, p < 0.001). Sensitivity, specificity, and positive predictive value of methylation in one or more genes for diagnosis of malignant effusion were 59.6%, 79.4%, and 80.0% respectively. In conclusion, aberrant promoter methylation of tumor suppressor genes in pleural fluid DNA could be a valuable diagnostic marker for malignant pleural effusion.
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Affiliation(s)
- Hideki Katayama
- Department of Respiratory Medicine and Clinical Research, NHO Sanyo National Hospital, Respiratory Disease Center, 685 Higashi-Kiwa, Ube, Yamaguchi 755-0241, Japan
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Kim SH, Park JY, Park HS, Seo HS, Kim ST, Kim CW, Lee BG, Lee SJ, Lee SN, Noh JK, Lee MS, Lee WY, Yong SJ, Shin KC. Diagnostic Value of Procalcitonin and C-Reactive Protein in Differentiation of Pleural Effusions. Tuberc Respir Dis (Seoul) 2007. [DOI: 10.4046/trd.2007.63.4.353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Affiliation(s)
- Sang-Ha Kim
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Joo Young Park
- Department of Microbiology, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Hyun Sook Park
- Department of Microbiology, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Hee Seok Seo
- Department of Microbiology, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Shin Tae Kim
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Chong Whan Kim
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Bu Ghil Lee
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Seok Jeong Lee
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Shun Nyung Lee
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Jin Kyu Noh
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Min Su Lee
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Won Yeon Lee
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Suk Joong Yong
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
| | - Kye Chul Shin
- Department of Internal Medicine, Yonsei University Wonju College of Medicine, Wonju, Korea
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Celik G, Kaya A, Poyraz B, Ciledag A, Elhan AH, Oktem A, Tozkoparan E, Ozkan M. Diagnostic value of leptin in tuberculous pleural effusions. Int J Clin Pract 2006; 60:1437-42. [PMID: 16669825 DOI: 10.1111/j.1742-1241.2006.00831.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
It is suggested that leptin may be involved in inflammation. Although relation between leptin levels and active pulmonary tuberculosis has been studied, there is no information about relation between leptin levels and tuberculous pleural effusions (TPE). We evaluated the diagnostic value of pleural fluid and serum leptin levels in TPE and compared them with adenosine deaminase (ADA). Forty-five patients, 17 tuberculous effusion and 28 nontuberculous effusion, with exudative pleural effusions were included. Leptin and ADA levels were measured from serum and pleural fluid in all patients. There were no statistically significant differences between tuberculous and nontuberculous groups with respect to the serum ADA activity and pleural fluid/serum leptin ratio. On the contrary, pleural fluid leptin level, pleural fluid ADA activity, serum leptin level and pleural fluid/serum ADA activity ratio were statistically different between tuberculous and nontuberculous groups. When leptin levels were corrected for body mass index, serum leptin levels did not reach statistical significance. Cut-off points to predict tuberculosis were calculated as 9.85 ng/ml and 35.55 U/l for pleural fluid leptin level and pleural fluid ADA activity, respectively. Sensitivity, specificity and area under the curve +/- standard error were 82.4%, 82.1%, 0.83 +/- 0.07 for pleural fluid leptin levels and 100%, 100%, 1.00 +/- 0.00 for pleural fluid ADA activity, respectively; the difference between these curves was significant (p = 0.01). Pleural fluid leptin levels were lower in tuberculous effusions than in other exudates. Pleural fluid leptin has a diagnostic value for TPE but not as good as that of ADA.
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Affiliation(s)
- G Celik
- Department of Chest Diseases, Ankara University School of Medicine, Ankara, Turkey.
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Morimoto T, Takanashi S, Hasegawa Y, Fujimoto K, Okudera K, Hayashi A, Taima K, Okumura K. Level of antibodies against mycobacterial glycolipid in the effusion for diagnosis of tuberculous pleural effusion. Respir Med 2006; 100:1775-80. [PMID: 16540297 DOI: 10.1016/j.rmed.2006.01.023] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/01/2005] [Revised: 12/21/2005] [Accepted: 01/31/2006] [Indexed: 11/25/2022]
Abstract
BACKGROUND Diagnosing tuberculous pleural effusion (pTB) is often difficult because the culturing of tubercle bacilli results in a negative test in the majority of cases. Serological tests for the detection of antibodies to tuberculous glycolipid (TBGL) and lipoarabinomannan (LAM) have been introduced for the diagnosis of pulmonary tuberculosis. We examined the levels of these antibodies, adenosine deaminase (ADA) and interferon-gamma (IFN-gamma) in the pleural effusion and compared their diagnostic values in pTB. METHODS We studied 65 patients with pleural effusion. Of those, 19 patients were diagnosed as having pTB according to our broad case definition. The etiologies in the other 46 patients were malignant effusion, transdative effusion and miscellaneous diseases. Determiner TBGL antibody (D-TBGL-Ab) and MycoDot were used for the detection of anti-LAM and anti-TBGL antibodies, respectively, in the pleural effusion. RESULTS The sensitivity of ADA was 78.9% (15/19) and the specificity 97.8% (45/46). The sensitivity of IFN-gamma was 84.2% (16/19) and the specificity 93.5% (43/46). The sensitivities of D-TBGL-Ab and MycoDot were both 52.6% (10/19) and their specificities were 95.7% (44/46) and 97.8% (45/46), respectively. When DTBGL-Ab (cutoff point: 2.0 U/ml) and ADA activity (cutoff point: 57 IU/l) were combined, the sensitivity was 94.7% (18/19) and the specificity 93.5% (43/46). CONCLUSIONS In the diagnosis of pTB, D-TBGL-Ab and MycoDot each have low sensitivity but high specificity. When D-TBGL-Ab is used in combination with ADA, the sensitivity and specificity are both >90%. We conclude that D-TBGL-Ab and ADA in combination are useful in the diagnosis of pTB.
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Affiliation(s)
- Takeshi Morimoto
- Second Department of Internal Medicine, Hirosaki University School of Medicine, Zaifu-cho 5, Hirosaki, 036-8562, Japan.
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Juan RS, Sánchez-Suárez C, Rebollo MJ, Folgueira D, Palenque E, Ortuño B, Lumbreras C, Aguado JM. Interferon γ quantification in cerebrospinal fluid compared with PCR for the diagnosis of tuberculous meningitis. J Neurol 2006; 253:1323-30. [PMID: 16786212 DOI: 10.1007/s00415-006-0215-y] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/01/2006] [Indexed: 10/24/2022]
Abstract
PURPOSE To assess the utility of interferon gamma (INF-gamma) levels in cerebrospinal fluid (CSF), for the diagnosis of tuberculous meningitis (TBM), and compare these results with aPCR technique. METHODS We studied CSF samples from patients with proven or probable TBM and a control group, composed by patients with other causes of meningitis and without meningitis. INFgamma levels were measured by radioimmunoassay. A PCR technique was performed using IS6110 primers. RESULTS Of the 127 patients studied, 20 (15.6%) had TBM, 59 (46%) had meningitis of another aetiology and 49 (38.4%) had were HIV and non-HIV patients with normal CSF. The area below the ROC curve for interferon gamma levels in the diagnosis of TBM was 0.94. A cut-off of 6.4 IU/mL yielded a sensitivity of 70% and a specificity of 94%. False positive results were observed in 7 of the 59 patients (11.8%) with non-TB meningitis, (patients with herpetic meningoencephalitis and meningitis due to intracellular microorganisms). INF-gamma sensitivity was higher than PCR (70% vs. 65%). Both tests performed together showed higher sensitivity (80%) and specificity (92.6%). CONCLUSION CSF INF-gamma levels (> 6.4 IU/mL) are very valuable in TBM diagnosis. PCR and INF-gamma could be simultaneously used to increase the diagnostic yield.
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MESH Headings
- Adolescent
- Adult
- Aged
- Area Under Curve
- Diagnosis, Differential
- False Positive Reactions
- Female
- Humans
- Interferon-gamma/cerebrospinal fluid
- Interferon-gamma/genetics
- Male
- Meningitis, Aseptic/cerebrospinal fluid
- Meningitis, Bacterial/cerebrospinal fluid
- Meningitis, Bacterial/genetics
- Meningitis, Bacterial/microbiology
- Meningitis, Viral/cerebrospinal fluid
- Meningitis, Viral/genetics
- Meningitis, Viral/virology
- Middle Aged
- Mycobacterium tuberculosis/growth & development
- Prospective Studies
- ROC Curve
- Radioimmunoassay
- Reproducibility of Results
- Reverse Transcriptase Polymerase Chain Reaction
- Tuberculosis, Meningeal/cerebrospinal fluid
- Tuberculosis, Meningeal/diagnosis
- Tuberculosis, Meningeal/genetics
- Tuberculosis, Meningeal/microbiology
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Affiliation(s)
- Rafael San Juan
- Infectious Diseases Unit, Hospital General Universitario "Doce de Octubre", Carretera de Andalucía Km. 5.4., 28041, Madrid, Spain.
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Park KJ, Hwang SC, Sheen SS, Oh YJ, Han JH, Lee KB. Expression of matrix metalloproteinase-9 in pleural effusions of tuberculosis and lung cancer. Respiration 2005; 72:166-75. [PMID: 15824527 DOI: 10.1159/000084048] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2004] [Accepted: 07/21/2004] [Indexed: 12/26/2022] Open
Abstract
BACKGROUND Matrix metalloproteinase (MMP)-9 has been implicated in the development of pleural effusions. OBJECTIVES The aim of this study was to assess the expression of MMP-9 in pleural effusions of tuberculosis, lung cancer and transudates. METHODS Ninety-one patients (37 tuberculous pleural effusions, 42 malignant pleural effusions of lung cancer and 12 transudates) were included. Concentrations of pleural fluid MMP-9 and tissue inhibitors of matrix metalloproteinase (TIMP)-1 were determined by immunoassay. We also investigated the cellular localization of MMP-9 and TIMP-1 by reverse-transcriptase polymerase chain reaction on lymphocytes from pleural effusions and by immunohistochemical analysis of pleural tissues. RESULTS Pleural fluid MMP-9 levels, MMP-9/total protein and MMP-9/TIMP-1 ratios were significantly higher in tuberculous pleural effusions, whilst TIMP-1 levels were similar in the three groups. MMP-9 levels positively correlated with TIMP-1 and lactate dehydrogenase levels, and negatively with pH and glucose levels in pleural effusions. MMP-9 mRNA expression in lymphocytes tended to be higher in malignant pleural effusions of lung cancer than in the other groups without reaching statistical significance. The strongest immunoreactivity for MMP-9 was observed in epithelioid cells of tuberculous pleural tissues. Much lower levels of MMP-9 expression were found in tumor cells of pleural tissues. CONCLUSIONS MMP-9 is increased in tuberculous pleural effusions compared with transudates and malignant pleural effusions of lung cancer and is produced predominantly by epithelioid cells in the granulomas of tuberculous pleural tissues.
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Affiliation(s)
- Kwang Joo Park
- Department of Pulmonary and Critical Care Medicine, Ajou University School of Medicine, Suwon, South Korea.
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Tuberculosis in the Intensive Care Unit: The North American Perspective. TROPICAL AND PARASITIC INFECTIONS IN THE INTENSIVE CARE UNIT 2005. [PMCID: PMC7121205 DOI: 10.1007/0-387-23380-6_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Wilkinson KA, Wilkinson RJ, Pathan A, Ewer K, Prakash M, Klenerman P, Maskell N, Davies R, Pasvol G, Lalvani A. Ex vivo characterization of early secretory antigenic target 6-specific T cells at sites of active disease in pleural tuberculosis. Clin Infect Dis 2004; 40:184-7. [PMID: 15614710 DOI: 10.1086/426139] [Citation(s) in RCA: 118] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2004] [Accepted: 08/08/2004] [Indexed: 11/03/2022] Open
Abstract
Presence of early secretory antigenic target-6 (ESAT-6)-specific, interferon- gamma -secreting T cells in blood accurately marks tuberculosis infection. In tuberculous pleural effusions from 10 patients with tuberculosis, these cells were concentrated a mean of 15-fold (standard deviation, +/-6-fold), relative to their level in peripheral blood (P=.014), and displayed rapid effector function. Such cells were absent in 8 control patients with nontuberculous pleural disease. The recruitment of ESAT-6-specific T cells to inflamed tuberculous tissue demonstrates their function in vivo and suggests a novel way to diagnose tuberculous pleuritis.
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Affiliation(s)
- Katalin A Wilkinson
- Nuffield Department of Medicine, University of Oxford, John Radcliffe Hospital, Oxford, United Kingdom
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Jalapathy KV, Prabha C, Das SD. Correlates of protective immune response in tuberculous pleuritis. ACTA ACUST UNITED AC 2004; 40:139-45. [PMID: 14987732 DOI: 10.1016/s0928-8244(03)00303-1] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2003] [Revised: 08/28/2003] [Accepted: 10/13/2003] [Indexed: 02/05/2023]
Abstract
Tuberculous pleuritis (TB) provides a good model to study the correlates of protective immune response at the site of infection. To study the in vivo correlates of immunity, cell subset profile and cytokine assay in plasma (BL) and pleural fluid (PF) of 82 patients were done. Lymphocyte proliferation and cytokine response to mycobacterial antigens were measured in 32 subjects to understand the in vitro correlates. Increase in CD4(+) cells and CD4(+)/CD8(+) ratio with selective concentration of interferon (IFN)-gamma, tumour necrosis factor (TNF)-alpha and interleukin (IL)-12 in PF suggests that the CD4(+) population may be of TH1 type. We observed an accelerated lymphoproliferative response to purified protein derivative (PPD) and heat killed Mycobacterium tuberculosis (MTB) in PF cells of both TB and non-TB (NTB) subjects. Interestingly, in in vitro studies, IL-4 levels together with IFN-gamma were significantly increased in the supernatants of PF mononuclear cells (PFMC) of TB patients and showed a shift in immune response towards TH0/TH2 type. PPD and MTB antigens induced an enhanced proliferation of PFMC and also increased in vitro IL-4 response together with apoptosis, thus eliciting a dual response.
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Affiliation(s)
- Kripa V Jalapathy
- Department of Immunology, Tuberculosis Research Centre (ICMR), Mayor V.R. Ramanathan Road, Chetput, Chennai 600 031, India
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Hiraki A, Aoe K, Eda R, Maeda T, Murakami T, Sugi K, Takeyama H. Comparison of Six Biological Markers for the Diagnosis of Tuberculous Pleuritis. Chest 2004; 125:987-9. [PMID: 15006958 DOI: 10.1378/chest.125.3.987] [Citation(s) in RCA: 48] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/01/2022] Open
Abstract
STUDY OBJECTIVE We sought a marker to differentiate tuberculous pleural effusions from nontuberculous pleural effusions, which otherwise can be difficult. PATIENTS We studied 55 patients with pleural effusions, 20 (36%) with tuberculous pleuritis and 35 (64%) with a nontuberculous etiology. MEASUREMENTS AND RESULTS Pleural fluid levels of adenosine deaminase, interferon (INF)-gamma, interleukin (IL)-12p40, IL-18, immunosuppressive acidic protein, and soluble IL-2 receptors were measured and were subjected to receiver operating characteristic analysis. INF-gamma had the greatest sensitivity and specificity for tuberculous pleuritis among the six biological markers studied. CONCLUSION The determination of INF-gamma levels in pleural fluid is the most informative in the diagnosis of tuberculous effusion.
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Affiliation(s)
- Akio Hiraki
- Department of Respiratory Medicine, National Sanyo Hospital, Respiratory Disease Center, Yamaguchi, Japan
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Pai M, Flores LL, Hubbard A, Riley LW, Colford JM. Nucleic acid amplification tests in the diagnosis of tuberculous pleuritis: a systematic review and meta-analysis. BMC Infect Dis 2004; 4:6. [PMID: 15102325 PMCID: PMC387423 DOI: 10.1186/1471-2334-4-6] [Citation(s) in RCA: 154] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2003] [Accepted: 02/23/2004] [Indexed: 11/25/2022] Open
Abstract
Background Conventional tests for tuberculous pleuritis have several limitations. A variety of new, rapid tests such as nucleic acid amplification tests – including polymerase chain reaction – have been evaluated in recent times. We conducted a systematic review to determine the accuracy of nucleic acid amplification (NAA) tests in the diagnosis of tuberculous pleuritis. Methods A systematic review and meta-analysis of 38 English and Spanish articles (with 40 studies), identified via searches of six electronic databases, hand searching of selected journals, and contact with authors, experts, and test manufacturers. Sensitivity, specificity, and other measures of accuracy were pooled using random effects models. Summary receiver operating characteristic curves were used to summarize overall test performance. Heterogeneity in study results was formally explored using subgroup analyses. Results Of the 40 studies included, 26 used in-house ("home-brew") tests, and 14 used commercial tests. Commercial tests had a low overall sensitivity (0.62; 95% confidence interval [CI] 0.43, 0.77), and high specificity (0.98; 95% CI 0.96, 0.98). The positive and negative likelihood ratios for commercial tests were 25.4 (95% CI 16.2, 40.0) and 0.40 (95% CI 0.24, 0.67), respectively. All commercial tests had consistently high specificity estimates; the sensitivity estimates, however, were heterogeneous across studies. With the in-house tests, both sensitivity and specificity estimates were significantly heterogeneous. Clinically meaningful summary estimates could not be determined for in-house tests. Conclusions Our results suggest that commercial NAA tests may have a potential role in confirming (ruling in) tuberculous pleuritis. However, these tests have low and variable sensitivity and, therefore, may not be useful in excluding (ruling out) the disease. NAA test results, therefore, cannot replace conventional tests; they need to be interpreted in parallel with clinical findings and results of conventional tests. The accuracy of in-house nucleic acid amplification tests is poorly defined because of heterogeneity in study results. The clinical applicability of in-house NAA tests remains unclear.
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Affiliation(s)
- Madhukar Pai
- Division of Epidemiology, School of Public Health University of California, Berkeley 140, Warren Hall, Berkeley, CA 94720, USA
| | - Laura L Flores
- Division of Infectious Diseases, School of Public Health University of California, Berkeley 140, Warren Hall, Berkeley, CA 94720, USA
| | - Alan Hubbard
- Division of Biostatistics, School of Public Health University of California, Berkeley 140, Warren Hall, Berkeley, CA 94720, USA
| | - Lee W Riley
- Division of Infectious Diseases, School of Public Health University of California, Berkeley 140, Warren Hall, Berkeley, CA 94720, USA
| | - John M Colford
- Division of Epidemiology, School of Public Health University of California, Berkeley 140, Warren Hall, Berkeley, CA 94720, USA
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