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Arabnejad M, Tothill IE, Chianella I. Impedimetric Biosensors for the Quantification of Serum Biomarkers for Early Detection of Lung Cancer. BIOSENSORS 2024; 14:624. [PMID: 39727890 DOI: 10.3390/bios14120624] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/30/2024] [Revised: 12/11/2024] [Accepted: 12/14/2024] [Indexed: 12/28/2024]
Abstract
Lung cancer is the most common type of cancer diagnosed worldwide and is also among the most fatal. Early detection, before symptoms become evident, is fundamental for patients' survival. Therefore, several lung cancer biomarkers have been proposed to enable a prompt diagnosis, including neuron-specific enolase (NSE) and carcinoembryonic antigen (CEA). NSE and CEA are two serum proteins whose elevated levels have been associated with lung cancer. Hence, in this study, impedimetric biosensors (immunosensors) able to quantify NSE and CEA were developed as proof-of-concept devices for lung cancer diagnosis. The sensing platform exploited for the immunosensors comprises a novel combination of a magnetic platform, screen-printed gold electrode (SPGE), and magnetic nanobeads (MB). The MB were functionalized with antibodies to capture the analyte from the sample and to move it over the sensing area. The immunosensors were then developed by immobilizing another set of antibodies for either CEA or NSE on the SPGE through formation of self-assembled monolayer (SAM). The second set of antibodies enabled a sandwich assay to be formed on the surface of the sensor, while MB manipulation was applied during the sensor performance to depict a microfluidic system and increase antigen-antibody complex formation prior to CEA or NSE detection and quantification. The optimized immunosensors were successfully tested to measure various concentrations of CEA and NSE (0-100 ng/mL) in both phosphate buffer and 100% human serum samples. Clinically relevant detection limits of 0.26 ng/mL and 0.18 ng/mL in buffer and 0.76 ng/mL and 0.52 ng/mL in 100% serum for CEA and NSE, respectively, were achieved via electrochemical impedance spectroscopy with the use of potassium ferri/ferrocyanide as a redox probe. Hence, the two immunosensors demonstrated great potential as tools to be implemented for the early detection of lung cancer.
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Affiliation(s)
- Mahdi Arabnejad
- Faculty of Engineering and Applied Sciences, Cranfield University, Cranfield, Bedfordshire MK43 0AL, UK
- Silveray, Stockport Road West, Stockport SK6 2BP, UK
| | - Ibtisam E Tothill
- Faculty of Engineering and Applied Sciences, Cranfield University, Cranfield, Bedfordshire MK43 0AL, UK
| | - Iva Chianella
- Faculty of Engineering and Applied Sciences, Cranfield University, Cranfield, Bedfordshire MK43 0AL, UK
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Pereira LFF, dos Santos RS, Bonomi DO, Franceschini J, Santoro IL, Miotto A, de Sousa TLF, Chate RC, Hochhegger B, Gomes A, Schneider A, de Araújo CA, Escuissato DL, Prado GF, Costa-Silva L, Zamboni MM, Ghefter MC, Corrêa PCRP, Torres PPTES, Mussi RK, Muglia VF, de Godoy I, Bernardo WM. Lung cancer screening in Brazil: recommendations from the Brazilian Society of Thoracic Surgery, Brazilian Thoracic Association, and Brazilian College of Radiology and Diagnostic Imaging. J Bras Pneumol 2024; 50:e20230233. [PMID: 38536982 PMCID: PMC11095927 DOI: 10.36416/1806-3756/e20230233] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 12/13/2023] [Indexed: 05/18/2024] Open
Abstract
Although lung cancer (LC) is one of the most common and lethal tumors, only 15% of patients are diagnosed at an early stage. Smoking is still responsible for more than 85% of cases. Lung cancer screening (LCS) with low-dose CT (LDCT) reduces LC-related mortality by 20%, and that reduction reaches 38% when LCS by LDCT is combined with smoking cessation. In the last decade, a number of countries have adopted population-based LCS as a public health recommendation. Albeit still incipient, discussion on this topic in Brazil is becoming increasingly broad and necessary. With the aim of increasing knowledge and stimulating debate on LCS, the Brazilian Society of Thoracic Surgery, the Brazilian Thoracic Association, and the Brazilian College of Radiology and Diagnostic Imaging convened a panel of experts to prepare recommendations for LCS in Brazil. The recommendations presented here were based on a narrative review of the literature, with an emphasis on large population-based studies, systematic reviews, and the recommendations of international guidelines, and were developed after extensive discussion by the panel of experts. The following topics were reviewed: reasons for screening; general considerations about smoking; epidemiology of LC; eligibility criteria; incidental findings; granulomatous lesions; probabilistic models; minimum requirements for LDCT; volumetric acquisition; risks of screening; minimum structure and role of the multidisciplinary team; practice according to the Lung CT Screening Reporting and Data System; costs versus benefits of screening; and future perspectives for LCS.
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Affiliation(s)
- Luiz Fernando Ferreira Pereira
- . Serviço de Pneumologia, Hospital das Clínicas, Faculdade de Medicina, Universidade Federal de Minas Gerais - UFMG - Belo Horizonte (MG) Brasil
| | - Ricardo Sales dos Santos
- . Serviço de Cirurgia Torácica, Hospital Israelita Albert Einstein, São Paulo (SP) Brasil
- . Programa ProPulmão, SENAI CIMATEC e SDS Healthline, Salvador (BA) Brasil
| | - Daniel Oliveira Bonomi
- . Departamento de Cirurgia Torácica, Faculdade de Medicina, Universidade Federal de Minas Gerais - UFMG - Belo Horizonte (MG) Brasil
| | - Juliana Franceschini
- . Programa ProPulmão, SENAI CIMATEC e SDS Healthline, Salvador (BA) Brasil
- . Fundação ProAR, Salvador (BA) Brasil
| | - Ilka Lopes Santoro
- . Disciplina de Pneumologia, Departamento de Medicina, Escola Paulista de Medicina, Universidade Federal de São Paulo - UNIFESP - São Paulo (SP) Brasil
| | - André Miotto
- . Disciplina de Cirurgia Torácica, Departamento de Cirurgia, Escola Paulista de Medicina, Universidade Federal de São Paulo - UNIFESP - São Paulo (SP) Brasil
| | - Thiago Lins Fagundes de Sousa
- . Serviço de Pneumologia, Hospital Universitário Alcides Carneiro, Universidade Federal de Campina Grande - UFCG - Campina Grande (PB) Brasil
| | - Rodrigo Caruso Chate
- . Serviço de Radiologia, Hospital Israelita Albert Einstein, São Paulo (SP) Brasil
| | - Bruno Hochhegger
- . Department of Radiology, University of Florida, Gainesville (FL) USA
| | - Artur Gomes
- . Serviço de Cirurgia Torácica, Santa Casa de Misericórdia de Maceió, Maceió (AL) Brasil
| | - Airton Schneider
- . Serviço de Cirurgia Torácica, Hospital São Lucas, Escola de Medicina, Pontifícia Universidade Católica do Rio Grande do Sul - PUCRS - Porto Alegre (RS) Brasil
| | - César Augusto de Araújo
- . Programa ProPulmão, SENAI CIMATEC e SDS Healthline, Salvador (BA) Brasil
- . Departamento de Radiologia, Faculdade de Medicina da Bahia - UFBA - Salvador (BA) Brasil
| | - Dante Luiz Escuissato
- . Departamento de Clínica Médica, Universidade Federal Do Paraná - UFPR - Curitiba (PR) Brasil
| | | | - Luciana Costa-Silva
- . Serviço de Diagnóstico por Imagem, Instituto Hermes Pardini, Belo Horizonte (MG) Brasil
| | - Mauro Musa Zamboni
- . Instituto Nacional de Câncer José Alencar Gomes da Silva, Rio de Janeiro (RJ) Brasil
- . Centro Universitário Arthur Sá Earp Neto/Faculdade de Medicina de Petrópolis -UNIFASE - Petrópolis (RJ) Brasil
| | - Mario Claudio Ghefter
- . Serviço de Cirurgia Torácica, Hospital Israelita Albert Einstein, São Paulo (SP) Brasil
- . Serviço de Cirurgia Torácica, Hospital do Servidor Público Estadual, São Paulo (SP) Brasil
| | | | | | - Ricardo Kalaf Mussi
- . Serviço de Cirurgia Torácica, Hospital das Clínicas, Universidade Estadual de Campinas - UNICAMP - Campinas (SP) Brasil
| | - Valdair Francisco Muglia
- . Departamento de Imagens Médicas, Oncologia e Hematologia, Faculdade de Medicina de Ribeirão Preto, Universidade de São Paulo - USP - Ribeirão Preto (SP) Brasil
| | - Irma de Godoy
- . Disciplina de Pneumologia, Departamento de Clínica Médica, Faculdade de Medicina de Botucatu, Universidade Estadual Paulista, Botucatu (SP) Brasil
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Lin LP, Tan MTT. Biosensors for the detection of lung cancer biomarkers: A review on biomarkers, transducing techniques and recent graphene-based implementations. Biosens Bioelectron 2023; 237:115492. [PMID: 37421797 DOI: 10.1016/j.bios.2023.115492] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Revised: 06/07/2023] [Accepted: 06/19/2023] [Indexed: 07/10/2023]
Abstract
Lung cancer remains the leading cause of cancer-related death. In addition to chest X-rays and computerised tomography, the detection of cancer biomarkers serves as an emerging diagnostic tool for lung cancer. This review explores biomarkers including the rat sarcoma gene, the tumour protein 53 gene, the epidermal growth factor receptor, the neuron-specific enolase, the cytokeratin-19 fragment 21-1 and carcinoembryonic antigen as potential indicators of lung cancer. Biosensors, which utilise various transduction techniques, present a promising solution for the detection of lung cancer biomarkers. Therefore, this review also explores the working principles and recent implementations of transducers in the detection of lung cancer biomarkers. The transducing techniques explored include optical techniques, electrochemical techniques and mass-based techniques for detecting biomarkers and cancer-related volatile organic compounds. Graphene has outstanding properties in terms of charge transfer, surface area, thermal conductivity and optical characteristics, on top of allowing easy incorporation of other nanomaterials. Exploiting the collective merits of both graphene and biosensor is an emerging trend, as evidenced by the growing number of studies on graphene-based biosensors for the detection of lung cancer biomarkers. This work provides a comprehensive review of these studies, including information on modification schemes, nanomaterials, amplification strategies, real sample applications, and sensor performance. The paper concludes with a discussion of the challenges and future outlook of lung cancer biosensors, including scalable graphene synthesis, multi-biomarker detection, portability, miniaturisation, financial support, and commercialisation.
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Affiliation(s)
- Lih Poh Lin
- Faculty of Engineering and Technology, Tunku Abdul Rahman University of Management and Technology, 53300, Kuala Lumpur, Malaysia; Centre for Multimodal Signal Processing, Tunku Abdul Rahman University of Management and Technology, 53300, Kuala Lumpur, Malaysia
| | - Michelle Tien Tien Tan
- Faculty of Science and Engineering, University of Nottingham Malaysia, 43500, Semenyih, Malaysia.
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Patel SS, Tao D, McMurry HS, Shatzel JJ. Screening for occult cancer after unprovoked venous thromboembolism: Assessing the current literature and future directions. Eur J Haematol 2023; 110:24-31. [PMID: 36192850 PMCID: PMC9729376 DOI: 10.1111/ejh.13874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2022] [Revised: 09/26/2022] [Accepted: 09/28/2022] [Indexed: 11/29/2022]
Abstract
While significant evidence has established an increased rate of thrombosis in patients with cancer, the risk of occult malignancy in the setting of an unprovoked thrombosis is less clear. Despite continued interest in developing an effective screening system for occult malignancy following unprovoked venous thromboembolism (VTE), discrepancies in the literature and guideline recommendations leave providers uncertain whether to screen or perform further diagnostics for this patient population. Evidence suggests that screening for malignancy can detect cancer sooner in patients with unprovoked VTE, but there is a lack of high-quality evidence demonstrating improvements in survival who receive early detection. In the following manuscript, we summarize VTE in relation to cancer epidemiology and pathophysiology. Our literature review summarizes the spectrum of testing strategies for occult malignancy following unprovoked VTE, including biomarker detection methods and various imaging approaches. We evaluate the benefit of additional diagnostic strategies, review current guidelines on the issue, and provide guidance to the reader on the best practice for investigating undiagnosed malignancy in patients with unprovoked VTE.
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Affiliation(s)
- Sarah S Patel
- Division of Internal Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Derrick Tao
- Providence Portland Medical Center, Earle A. Chiles Research Institute, Portland, Oregon, USA
| | - Hannah S McMurry
- Division of Internal Medicine, Oregon Health & Science University, Portland, Oregon, USA
| | - Joseph J Shatzel
- Division of Hematology & Medical Oncology, School of Medicine, Oregon Health & Science University, Portland, Oregon, USA
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, Oregon, USA
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Yang H, Tian Z. Sialic acid linkage-specific quantitative N-glycoproteomics using selective alkylamidation and multiplex TMT-labeling. Anal Chim Acta 2022; 1230:340391. [DOI: 10.1016/j.aca.2022.340391] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 09/07/2022] [Accepted: 09/10/2022] [Indexed: 11/25/2022]
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Mazzola SM, Pirrone F, Sedda G, Gasparri R, Romano R, Spaggiari L, Mariangela A. Two-step investigation of lung cancer detection by sniffer dogs. J Breath Res 2020; 14:026011. [PMID: 31995790 DOI: 10.1088/1752-7163/ab716e] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Early detection of lung cancer (LC) is a priority since LC is characterized by symptoms mimicking other respiratory conditions, but it remains the leading cause of oncological disease death. Properly trained dogs can perceive the volatile organic compounds (VOCs) related to cancer thanks to their acute sense of smell. The use of dogs for LC detection could be advantageous: reliably trained dogs would represent a valuable, cost-effective, non-invasive method of screening, which gives a clear-cut yes/no response. However, whether sniffer dogs are able to maintain their discriminative capacity under long-term control, and in different types of environments, needs further investigation. In this study, we sought to test two hypotheses: firstly, if dogs can be trained to perceive LC-related VOCs in human urine, a substrate which is not influenced by the carrier materials and may thus be a good candidate for large-number screening; and secondly, whether trained dogs retain their performance stability over time, even if the environment in which the tests are carried out varies. We have selected three family dogs that underwent a one-year training period (two weekly training sessions) by the clicker training method. At the end of the training, the dogs underwent two separate test phases, in two different locations, one year apart. All the other procedures had been maintained unchanged. The donors of the samples submitted to the dogs were recruited by the European Institute of Oncology (IEO), Milan, Italy. The results show that the dogs had different sensitivity (range: 45%-73%) and specificity rates (range: 89%-91%), and were deceived neither by lung conditions (that the dogs did not consider) nor by the existence of tumors in the beginning stage, that were correctly reported by the dogs. The one-year interruption of the research work and the changes in the test environment did not induce statistically significant differences in the dogs' perceptive capacity. To our knowledge, so far, these issues have never been highlighted.
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Sharma M, Surani S. Exploring Novel Technologies in Lung Cancer Diagnosis: Do We Have Room for Improvement? Cureus 2020; 12:e6828. [PMID: 32181072 PMCID: PMC7051117 DOI: 10.7759/cureus.6828] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Lung cancer remains the leading cause of cancer-related death worldwide. Preventive strategies, mainly smoking cessation have a big impact on the reduction of lung cancer-related mortality. Screening with low dose computed tomography (LDCT) has proven to be beneficial in reducing the mortality related to lung cancer mainly based on early detection of cancer and timely initiation of treatment. Despite its beneficial effects, guideline-directed LDCT screening could lead to high false positive results, subjecting patients to harmful radiation, increase cost of healthcare and induce anxiety amongst the patients. Thus, it is imperative to look beyond the prevailing modalities of lung cancer screening and diagnosis to achieve better yield and mitigate the existent drawbacks.
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Affiliation(s)
- Munish Sharma
- Internal Medicine, Corpus Christi Medical Center, Corpus Christi, USA
| | - Salim Surani
- Internal Medicine, Texas A&M Health Science Center, Bryan, USA
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Zhang D, Li X, Liu X, Wang Y, Zhang M, Wang Q, Chen T, Li Z. Disease-Specific IgG Fc Glycosylation Ratios as Personalized Biomarkers to Differentiate Non-Small Cell Lung Cancer from Benign Lung Diseases. Proteomics Clin Appl 2019; 14:e1900016. [PMID: 31707769 DOI: 10.1002/prca.201900016] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Revised: 11/05/2019] [Indexed: 02/06/2023]
Abstract
PURPOSE The authors aimed to separate Fc N-glycopeptides of disease-specific immunoglobulin G (DSIgG) as personalized biomarkers to distinguish non-small cell lung cancer (NSCLC) from benign lung diseases (BLDs). EXPERIMENTAL DESIGN DSIgG from 509 BLDs patients and 477 NSCLC patients was isolated using native polyacrylamide gel electrophoresis and then the Fc glycosylation was determined using mass spectrometry. RESULTS For the patients below 60 years of age, a combination of the glycopeptides ratios with one fucose residue difference of DSIgG1 and DSIgG2 can differentiate NSCLC from BLDs, with area under curve (AUC) values of >0.76, sensitivities of >87%, and specificities of >61%. For the patients above 60 years of age, a combination of the glycopeptides ratios with one monosaccharide residue of DSIgG2 can differentiate NSCLC from BLDs, with AUC values of >0.78, sensitivities of >91%, and specificities of >54%. For the same participants, the commonly used clinical biomarkers have AUC values of 0.5-0.621, sensitivities of 15.8-32.9%, and specificities of 75.7-90.5%. CONCLUSIONS These findings indicate that these DSIgG Fc glycoforms are potential personalized biomarkers to differentiate NSCLC from BLDs.
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Affiliation(s)
- Dan Zhang
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, 100005, P. R. China
| | - Xiaoou Li
- Department of Laboratory, Tumor Hospital of Jilin Province, Changchun, 130012, P. R. China
| | - Xiaofeng Liu
- Department of Laboratory, Tumor Hospital of Jilin Province, Changchun, 130012, P. R. China
| | - Yanmin Wang
- Department of Clinical Laboratory, Heze Municipal Hospital, Shandong, 274031, P. R. China
| | - Mo Zhang
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, 100005, P. R. China
| | - Qing Wang
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, 100005, P. R. China
| | - Tianjing Chen
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, 100005, P. R. China
| | - Zhili Li
- Department of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences & School of Basic Medicine, Peking Union Medical College, Beijing, 100005, P. R. China
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Huang CY, Au KK, Chen SL, Wang SC, Liao CY, Hsu HH, Sung WW, Wang YC. Unfavorable Mortality-To-Incidence Ratio of Lung Cancer Is Associated with Health Care Disparity. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:2889. [PMID: 30562951 PMCID: PMC6313465 DOI: 10.3390/ijerph15122889] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 12/13/2018] [Accepted: 12/14/2018] [Indexed: 01/22/2023]
Abstract
The mortality-to-incidence ratio (MIR) is associated with the clinical outcome of cancer treatment. For several cancers, countries with relatively good health care systems have favorable MIRs. However, the association between lung cancer MIR and health care expenditures or rankings has not been evaluated. We used linear regression to analyze the correlation between lung cancer MIRs and the total expenditures on health/gross domestic product (e/GDP) and the World Health Organization (WHO) rankings. We included 57 countries, for which data of adequate quality were available, and we found high rates of incidence and mortality but low MIRs in more developed regions. Among the continents, North America had the highest rates of incidence and mortality, whereas the highest MIRs were in Africa, Asia, Latin America, and the Caribbean. Globally, favorable MIRs correlated with high e/GDP and good WHO ranking (regression coefficient, -0.014 and 0.001; p = 0.004, and p = 0.014, respectively). In conclusion, the MIR for lung cancer in different countries varies with the expenditure on health care and health system rankings.
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Affiliation(s)
- Cheng-Yu Huang
- Department of Urology, National Taiwan University Hospital, Taipei 10002, Taiwan.
| | - Kwong-Kwok Au
- Division of Thoracic Surgery, Department of Surgery, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
| | - Sung-Lang Chen
- Department of Urology, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
- Institute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
| | - Shao-Chuan Wang
- Department of Urology, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
- Institute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
| | - Chi-Yu Liao
- Department of Surgery, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
| | - Hui-Hsiang Hsu
- Department of Medical Education, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
| | - Wen-Wei Sung
- Department of Urology, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
- Institute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
| | - Yao-Chen Wang
- School of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
- Institute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
- Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung 40201, Taiwan.
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Szanto Z, Benko I, Jakab L, Szalai G, Vereczkei A. The use of a smartphone application for fast lung cancer risk assessment†. Eur J Cardiothorac Surg 2018; 51:1171-1176. [PMID: 28186275 DOI: 10.1093/ejcts/ezw444] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/02/2016] [Accepted: 12/06/2016] [Indexed: 12/12/2022] Open
Abstract
OBJECTIVES The overall prognosis of lung cancer is poor: Only every 8 patient survives 5 years after diagnosis. This outcome is partly attributable to late diagnosis. To implement a screening program for early diagnosis, selection of high-risk individuals is essential. Our aim was to construct a personalized lung cancer risk assessment tool using geographic localization to lead the high-risk individuals to the local health care provider. METHODS A smartphone application was created for Android and iOS mobile platforms using a risk assessment questionnaire. The software provides immediate classification into low, moderate and high-risk groups. The high-risk group is directed to the nearest screening centre based on GPS location. The complete test data set is recorded on a collection server database for further analysis. RESULTS The application was downloaded 13 890 times and completed by 89 500 persons over a period of 20 months. The mean age of the tested users was 36.91 years (9-93 years); the majority were men living in an urban area (62.3%). The test was completed by 38 850 active smokers and 26 710 persons who reported having already quit smoking, resulting in 30 072 moderate and 10 740 high-risk users. CONCLUSIONS This free application is an active communication tool for most smartphone owners. It helps those who might need further medical attention. The affected users can be easily connected and localized via the smartphone, which helps recruit individuals into screening programs.
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Affiliation(s)
- Zalan Szanto
- Department of Thoracic Surgery, University of Pecs, Pecs, Hungary
| | - Istvan Benko
- Department of Thoracic Surgery, University of Pecs, Pecs, Hungary
| | - Laszlo Jakab
- Department of Thoracic Surgery, University of Pecs, Pecs, Hungary
| | - Gabor Szalai
- Department of Thoracic Surgery, University of Pecs, Pecs, Hungary
| | - Andras Vereczkei
- Department of Thoracic Surgery, University of Pecs, Pecs, Hungary
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Garcia-Gathright JI, Matiasz NJ, Adame C, Sarma KV, Sauer L, Smedley NF, Spiegel ML, Strunck J, Garon EB, Taira RK, Aberle DR, Bui AAT. Evaluating Casama: Contextualized semantic maps for summarization of lung cancer studies. Comput Biol Med 2018; 92:55-63. [PMID: 29149658 PMCID: PMC5762403 DOI: 10.1016/j.compbiomed.2017.10.034] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2017] [Revised: 10/28/2017] [Accepted: 10/29/2017] [Indexed: 01/15/2023]
Abstract
OBJECTIVE It is crucial for clinicians to stay up to date on current literature in order to apply recent evidence to clinical decision making. Automatic summarization systems can help clinicians quickly view an aggregated summary of literature on a topic. Casama, a representation and summarization system based on "contextualized semantic maps," captures the findings of biomedical studies as well as the contexts associated with patient population and study design. This paper presents a user-oriented evaluation of Casama in comparison to a context-free representation, SemRep. MATERIALS AND METHODS The effectiveness of the representation was evaluated by presenting users with manually annotated Casama and SemRep summaries of ten articles on driver mutations in cancer. Automatic annotations were evaluated on a collection of articles on EGFR mutation in lung cancer. Seven users completed a questionnaire rating the summarization quality for various topics and applications. RESULTS Casama had higher median scores than SemRep for the majority of the topics (p≤ 0.00032), all of the applications (p≤ 0.00089), and in overall summarization quality (p≤ 1.5e-05). Casama's manual annotations outperformed Casama's automatic annotations (p = 0.00061). DISCUSSION Casama performed particularly well in the representation of strength of evidence, which was highly rated both quantitatively and qualitatively. Users noted that Casama's less granular, more targeted representation improved usability compared to SemRep. CONCLUSION This evaluation demonstrated the benefits of a contextualized representation for summarizing biomedical literature on cancer. Iteration on specific areas of Casama's representation, further development of its algorithms, and a clinically-oriented evaluation are warranted.
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Affiliation(s)
- Jean I Garcia-Gathright
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA.
| | - Nicholas J Matiasz
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA
| | - Carlos Adame
- University of California, Los Angeles, Department of Medicine - Division of Hematology-Oncology, 924 Westwood Boulevard, Suite 200, Los Angeles, CA, 90024, USA
| | - Karthik V Sarma
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA
| | - Lauren Sauer
- University of California, Los Angeles, Department of Medicine - Division of Hematology-Oncology, 924 Westwood Boulevard, Suite 200, Los Angeles, CA, 90024, USA
| | - Nova F Smedley
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA
| | - Marshall L Spiegel
- University of California, Los Angeles, Department of Medicine - Division of Hematology-Oncology, 924 Westwood Boulevard, Suite 200, Los Angeles, CA, 90024, USA
| | - Jennifer Strunck
- University of California, Los Angeles, Department of Medicine - Division of Hematology-Oncology, 924 Westwood Boulevard, Suite 200, Los Angeles, CA, 90024, USA
| | - Edward B Garon
- University of California, Los Angeles, Department of Medicine - Division of Hematology-Oncology, 924 Westwood Boulevard, Suite 200, Los Angeles, CA, 90024, USA
| | - Ricky K Taira
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA; University of California, Los Angeles, Department of Radiological Sciences, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA
| | - Denise R Aberle
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA; University of California, Los Angeles, Department of Radiological Sciences, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA
| | - Alex A T Bui
- University of California, Los Angeles, Department of Bioengineering, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA; University of California, Los Angeles, Department of Radiological Sciences, 924 Westwood Boulevard, Suite 420, Los Angeles, CA, 90024, USA
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12
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Blanco-Prieto S, Barcia-Castro L, Páez de la Cadena M, Rodríguez-Berrocal FJ, Vázquez-Iglesias L, Botana-Rial MI, Fernández-Villar A, De Chiara L. Relevance of matrix metalloproteases in non-small cell lung cancer diagnosis. BMC Cancer 2017; 17:823. [PMID: 29207990 PMCID: PMC5718060 DOI: 10.1186/s12885-017-3842-z] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Accepted: 11/24/2017] [Indexed: 01/12/2023] Open
Abstract
BACKGROUND The need for novel biomarkers that could aid in non-small cell lung cancer (NSCLC) detection, together with the relevance of Matrix Metalloproteases (MMPs) -1, -2, -7, -9 and -10 in lung tumorigenesis, prompted us to assess the diagnostic usefulness of these MMPs and the Tissue Inhibitor of Metalloproteinase (TIMP) -1 in NSCLC patients. METHODS Markers were evaluated in an initial study cohort (19 NSCLC cases and 19 healthy controls). Those that better performed were analyzed in a larger sample including patients with benign lung diseases. Serum MMPs and TIMP-1 were determined by multiplexed immunoassays. Logistic regression was employed for multivariate analysis of biomarker combinations. RESULTS MMPs and TIMP-1 were elevated in the serum of NSCLC patients compared to healthy controls. MMP-1, -7 and -9 performed at best and were further evaluated in the sample including benign pathologies, corroborating the superiority of MMP-9 in NSCLC discrimination, also at early-stage NSCLC. The optimal diagnostic value was obtained with the model including MMP-9, gender, age and smoking history, that demonstrated an AUC of 0.787, 85.54% sensitivity and 64.89% specificity. CONCLUSION Our results suggest that MMP-9 is a potential biomarker for NSCLC diagnosis and its combined measurement with other biomarkers could improve NSCLC detection.
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Affiliation(s)
- Sonia Blanco-Prieto
- Department of Biochemistry, Genetics and Immunology, Universidade de Vigo.Vigo, As Lagoas-Marcosende s/n, 36310 Vigo, Spain
| | - Leticia Barcia-Castro
- Department of Biochemistry, Genetics and Immunology, Universidade de Vigo.Vigo, As Lagoas-Marcosende s/n, 36310 Vigo, Spain
| | - María Páez de la Cadena
- Department of Biochemistry, Genetics and Immunology, Universidade de Vigo.Vigo, As Lagoas-Marcosende s/n, 36310 Vigo, Spain
| | | | - Lorena Vázquez-Iglesias
- Department of Biochemistry, Genetics and Immunology, Universidade de Vigo.Vigo, As Lagoas-Marcosende s/n, 36310 Vigo, Spain
| | - María Isabel Botana-Rial
- Department of Pneumology of Hospital Álvaro Cunqueiro EOXI Vigo, Carretera Clara Campoamor, 341, 36212 Vigo, Spain
| | - Alberto Fernández-Villar
- Department of Pneumology of Hospital Álvaro Cunqueiro EOXI Vigo, Carretera Clara Campoamor, 341, 36212 Vigo, Spain
| | - Loretta De Chiara
- Department of Biochemistry, Genetics and Immunology, Universidade de Vigo.Vigo, As Lagoas-Marcosende s/n, 36310 Vigo, Spain
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Blanco-Prieto S, De Chiara L, Rodríguez-Girondo M, Vázquez-Iglesias L, Rodríguez-Berrocal FJ, Fernández-Villar A, Botana-Rial MI, de la Cadena MP. Highly Sensitive Marker Panel for Guidance in Lung Cancer Rapid Diagnostic Units. Sci Rep 2017; 7:41151. [PMID: 28117344 PMCID: PMC5259733 DOI: 10.1038/srep41151] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2016] [Accepted: 12/09/2016] [Indexed: 12/17/2022] Open
Abstract
While evidence for lung cancer screening implementation in Europe is awaited, Rapid Diagnostic Units have been established in many hospitals to accelerate the early diagnosis of lung cancer. We seek to develop an algorithm to detect lung cancer in a symptomatic population attending such unit, based on a sensitive serum marker panel. Serum concentrations of Epidermal Growth Factor, sCD26, Calprotectin, Matrix Metalloproteinases -1, -7, -9, CEA and CYFRA 21.1 were determined in 140 patients with respiratory symptoms (lung cancer and controls with/without benign pathology). Logistic Lasso regression was performed to derive a lung cancer prediction model, and the resulting algorithm was tested in a validation set. A classification rule based on EGF, sCD26, Calprotectin and CEA was established, able to reasonably discriminate lung cancer with 97% sensitivity and 43% specificity in the training set, and 91.7% sensitivity and 45.4% specificity in the validation set. Overall, the panel identified with high sensitivity stage I non-small cell lung cancer (94.7%) and 100% small-cell lung cancers. Our study provides a sensitive 4-marker classification algorithm for lung cancer detection to aid in the management of suspicious lung cancer patients in the context of Rapid Diagnostic Units.
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Affiliation(s)
- Sonia Blanco-Prieto
- Department of Biochemistry, Genetics and Immunology, Faculty of Biology, Universidad de Vigo. 36310 Vigo, Spain
| | - Loretta De Chiara
- Department of Biochemistry, Genetics and Immunology, Faculty of Biology, Universidad de Vigo. 36310 Vigo, Spain
| | - Mar Rodríguez-Girondo
- Department of Medical Statistics and Bioinformatics, Leiden University Medical Center. 2300RC Leiden, The Netherlands.,SiDOR Research Group &Centro de Investigaciones Biomédicas (CINBIO), Faculty of Economics and Business Administration, Universidad de Vigo. 36310 Vigo, Spain
| | - Lorena Vázquez-Iglesias
- Department of Biochemistry, Genetics and Immunology, Faculty of Biology, Universidad de Vigo. 36310 Vigo, Spain
| | | | - Alberto Fernández-Villar
- Servicio de Neumología Hospital Álvaro Cunqueiro EOXI Vigo, Instituto de Investigación Biomédica de Vigo. 36312 Vigo, Spain
| | - María Isabel Botana-Rial
- Servicio de Neumología Hospital Álvaro Cunqueiro EOXI Vigo, Instituto de Investigación Biomédica de Vigo. 36312 Vigo, Spain
| | - María Páez de la Cadena
- Department of Biochemistry, Genetics and Immunology, Faculty of Biology, Universidad de Vigo. 36310 Vigo, Spain
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14
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Zhang H, Zhang S. [Present Situation of Lung Cancer Screening Methods]. ZHONGGUO FEI AI ZA ZHI = CHINESE JOURNAL OF LUNG CANCER 2016; 19:715-720. [PMID: 27760605 PMCID: PMC5973412 DOI: 10.3779/j.issn.1009-3419.2016.10.14] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
肺癌是目前恶性肿瘤死亡的首要原因,早期诊断对肺癌的预后至关重要。研究显示低剂量计算机断层扫描(computed tomography, CT)筛查可以使肺癌的死亡率下降。但其存在的问题不可忽视,如过高的假阳性率、过度诊断、辐射效应等。作为一种肿瘤无创筛查方法,血液相关肿瘤标志物的检测,在肺癌早期诊断中显示出良好的敏感性和特异性。如何利用现有的筛查手段,建立肺癌筛查综合模式,需要更多大规模的临床研究。
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Affiliation(s)
- Hui Zhang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor
Research Institute, Beijing 101149, China
| | - Shucai Zhang
- Department of Medical Oncology, Beijing Chest Hospital, Capital Medical University/Beijing Tuberculosis and Thoracic Tumor
Research Institute, Beijing 101149, China
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Karachaliou N, Sosa AE, Rosell R. Annual or biennial lung cancer CT screening? J Thorac Dis 2016; 8:2424-2426. [PMID: 27746993 DOI: 10.21037/jtd.2016.09.20] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Niki Karachaliou
- Dr Rosell Oncology Institute, University Hospital Sagrat Cor, Barcelona, Spain
| | - Aaron E Sosa
- Dr Rosell Oncology Institute, University Hospital Sagrat Cor, Barcelona, Spain
| | - Rafael Rosell
- Germans Trias i Pujol Health Sciences Institute and Hospital, Badalona, Spain;; Catalan Institute of Oncology, Hospital Germans Trias i Pujol, Badalona, Spain
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Adamek M, Wachuła E, Szabłowska-Siwik S, Boratyn-Nowicka A, Czyżewski D. Risk factors assessment and risk prediction models in lung cancer screening candidates. ANNALS OF TRANSLATIONAL MEDICINE 2016; 4:151. [PMID: 27195269 DOI: 10.21037/atm.2016.04.03] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
From February 2015, low-dose computed tomography (LDCT) screening entered the armamentarium of diagnostic tools broadly available to individuals at high-risk of developing lung cancer. While a huge number of pulmonary nodules are identified, only a small fraction turns out to be early lung cancers. The majority of them constitute a variety of benign lesions. Although it entails a burden of the diagnostic work-up, the undisputable benefit emerges from: (I) lung cancer diagnosis at earlier stages (stage shift); (II) additional findings enabling the implementation of a preventive action beyond the realm of thoracic oncology. This review presents how to utilize the risk factors from distinct categories such as epidemiology, radiology and biomarkers to target the fraction of population, which may benefit most from the introduced screening modality.
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Affiliation(s)
- Mariusz Adamek
- 1 The Chair and Department of Thoracic Surgery, The Professor S. Szyszko Teaching Hospital No. 1, Zabrze, Poland ; 2 Department of Clinical Oncology, Medical University of Silesia, Katowice, Poland
| | - Ewa Wachuła
- 1 The Chair and Department of Thoracic Surgery, The Professor S. Szyszko Teaching Hospital No. 1, Zabrze, Poland ; 2 Department of Clinical Oncology, Medical University of Silesia, Katowice, Poland
| | - Sylwia Szabłowska-Siwik
- 1 The Chair and Department of Thoracic Surgery, The Professor S. Szyszko Teaching Hospital No. 1, Zabrze, Poland ; 2 Department of Clinical Oncology, Medical University of Silesia, Katowice, Poland
| | - Agnieszka Boratyn-Nowicka
- 1 The Chair and Department of Thoracic Surgery, The Professor S. Szyszko Teaching Hospital No. 1, Zabrze, Poland ; 2 Department of Clinical Oncology, Medical University of Silesia, Katowice, Poland
| | - Damian Czyżewski
- 1 The Chair and Department of Thoracic Surgery, The Professor S. Szyszko Teaching Hospital No. 1, Zabrze, Poland ; 2 Department of Clinical Oncology, Medical University of Silesia, Katowice, Poland
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Affiliation(s)
- Nir Peled
- Rabin Medical Center and Tel Aviv University, Tel Aviv, Israel
| | - Maya Ilouze
- Rabin Medical Center and Tel Aviv University, Tel Aviv, Israel
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Zhou QH, Fan YG, Bu H, Wang Y, Wu N, Huang YC, Wang G, Wang XY, Qiao YL. China national lung cancer screening guideline with low-dose computed tomography (2015 version). Thorac Cancer 2015; 6:812-8. [PMID: 26557925 PMCID: PMC4632939 DOI: 10.1111/1759-7714.12287] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2015] [Accepted: 05/19/2015] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Lung cancer is the leading cause of cancer-related death in China. Results from a randomized controlled trial using annual low-dose computed tomography (LDCT) in specific high-risk groups demonstrated a 20% reduction in lung cancer mortality. METHODS A China national lung cancer screening guideline was developed by lung cancer early detection and treatment expert group appointed by the National Health and Family Planning Commission, based on results of the National Lung Screening Trial, systematic review of evidence related to LDCT screening, and protocol of lung cancer screening program conducted in rural China. RESULTS Annual lung cancer screening with LDCT is recommended for high risk individuals aged 50-74 years who have at least a 20 pack-year smoking history and who currently smoke or have quit within the past five years. Individualized decision making should be conducted before LDCT screening. LDCT screening also represents an opportunity to educate patients as to the health risks of smoking; thus, education should be integrated into the screening process in order to assist smoking cessation. CONCLUSIONS A lung cancer screening guideline is provided for the high-risk population in China.
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Affiliation(s)
- Qing-Hua Zhou
- Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University Chengdu, China ; Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital Tianjin, China
| | - Ya-Guang Fan
- Tianjin Key Laboratory of Lung Cancer Metastasis and Tumor Microenvironment, Tianjin Lung Cancer Institute, Tianjin Medical University General Hospital Tianjin, China
| | - Hong Bu
- Lung Cancer Center/Lung Cancer Institute, West China Hospital, Sichuan University Chengdu, China ; Department of Pathology, West China Hospital, Sichuan University Chengdu, China
| | - Ying Wang
- Department of Radiology, Tianjin Medical University General Hospital Tianjin, China
| | - Ning Wu
- Department of Diagnostic Radiology, Cancer Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College Beijing, China
| | - Yun-Chao Huang
- Department of Thoracic Cardiovascular Surgery, the Third Affiliated Hospital of Kunming Medical College (Yunnan Tumor Hospital) Kunming, China
| | - Guiqi Wang
- Department of Endoscopy, Cancer Institute & Hospital, Chinese Academy of Medical Sciences, Peking Union Medical College Beijing, China
| | - Xin-Yun Wang
- Department of Pathology, Tianjin Medical University General Hospital Tianjin, China
| | - You-Lin Qiao
- Department of Cancer Epidemiology, Cancer Institute, Chinese Academy of Medical Sciences and Peking Union Medical College Beijing, China
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Lung cancer screening overdiagnosis: reports of overdiagnosis in screening for lung cancer are grossly exaggerated. Acad Radiol 2015; 22:976-82. [PMID: 25772581 DOI: 10.1016/j.acra.2014.10.011] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Revised: 10/01/2014] [Accepted: 10/17/2014] [Indexed: 11/20/2022]
Abstract
The National Lung Cancer Screening Trial (NLST) demonstrated a mortality reduction benefit associated with low-dose computed tomography (LDCT) screening for lung cancer. There has been considerable debate regarding the benefits and harms of LDCT lung cancer screening, including the challenges related to its practical implementation. One of the controversies regards overdiagnosis, which conceptually denotes diagnosing a cancer that, either because of its indolent, low-aggressiveness biologic behavior or because of limited life expectancy, is unlikely to result in significant morbidity during the patient's remainder lifetime. In theory, diagnosing and treating these cancers offer no measurable benefit while incurring costs and risks. Therefore, if a screening test detects a substantial number of overdiagnosed cancers, it is less likely to be effective. It has been argued that LDCT screening for lung cancer results in an unacceptably high rate of overdiagnosis. This article aims to defend the opposite stance. Overdiagnosis does exist and to a certain extent is inherent to any cancer-screening test. Nonetheless, the concept is less dualistic and more nuanced than it has been suggested. Furthermore, the average estimates of overdiagnosis in LDCT lung cancer screening based on the totality of published data are likely much lower than the highest published estimates, if a careful definition of a positive screening test reflecting our current understanding of lung cancer biology is utilized. This article presents evidence on why reports of overdiagnosis in lung cancer screening have been exaggerated.
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Doseeva V, Colpitts T, Gao G, Woodcock J, Knezevic V. Performance of a multiplexed dual analyte immunoassay for the early detection of non-small cell lung cancer. J Transl Med 2015; 13:55. [PMID: 25880432 PMCID: PMC4335536 DOI: 10.1186/s12967-015-0419-y] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/22/2014] [Accepted: 01/25/2015] [Indexed: 11/10/2022] Open
Abstract
OBJECTIVES "PAULA's" test (Protein Assays Utilizing Lung cancer Analytes) is a novel multiplex immunoassay blood test that incorporates both tumor antigens and autoantibodies to determine the risk that lung cancer (LC) is present in individuals from a high-risk population. The test's performance characteristics were evaluated in a study using 380 retrospective clinical serum samples. METHODS PAULA's test is performed on the Luminex xMAP technology platform, and detects a panel of 3 tumor antigens (CEA, CA-125, and CYFRA 21-1) and 1 autoantibody marker (NY-ESO-1). A training set (n = 230) consisting of 115 confirmed diagnoses of non-small cell lung carcinoma (NSCLC) cases and 115 age- and smoking history-matched controls was used to develop the LC predictive model. Data from an independent matched validation set (n = 150) was then used to evaluate the model developed, and determine the ability of the test to distinguish NSCLC cases from controls. RESULTS The 4-biomarker panel was able to discriminate NSCLC cases from controls with 74% sensitivity, 80% specificity, and 0.81 AUC in the training set and with 77% sensitivity, 80% specificity, and 0.85 AUC in the independent validation set. The use of NY-ESO-1 autoantibodies substantially increased the overall sensitivity of NSCLC detection as compared to the 3 tumor markers alone. Overall, the multiplexed 4-biomarker panel assay demonstrated comparable performance to a previously employed 8-biomarker non-multiplexed assay. CONCLUSIONS These studies confirm the value of using a mixed panel of tumor antigens and autoantibodies in the early detection of NSCLC in high-risk individuals. The results demonstrate that the performance of PAULA's test makes it suitable for use as an aid to determine which high-risk patients need to be directed to appropriate noninvasive diagnostic follow-up testing, especially low-dose CT (LDCT).
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Affiliation(s)
- Victoria Doseeva
- 20/20 GeneSystems, 9430 Key West Avenue, Rockville, MD, 20850, USA.
| | - Tracey Colpitts
- Abbott Molecular Inc, 1300 E Touhy Avenue, Des Plaines, IL, 60018, USA.
| | - Grace Gao
- 20/20 GeneSystems, 9430 Key West Avenue, Rockville, MD, 20850, USA.
| | - Juliana Woodcock
- 20/20 GeneSystems, 9430 Key West Avenue, Rockville, MD, 20850, USA.
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Corradi M, Poli D, Banda I, Bonini S, Mozzoni P, Pinelli S, Alinovi R, Andreoli R, Ampollini L, Casalini A, Carbognani P, Goldoni M, Mutti A. Exhaled breath analysis in suspected cases of non-small-cell lung cancer: a cross-sectional study. J Breath Res 2015; 9:027101. [PMID: 25634546 DOI: 10.1088/1752-7155/9/2/027101] [Citation(s) in RCA: 41] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Lung cancer is one of the most frequently diagnosed cancers worldwide and is still the leading cause of cancer-related deaths. There is a considerable interest in finding diagnostic methods in the disease's earliest stages. A complementary approach to imaging techniques could be provided by exhaled breath gas phase and exhaled breath condensate (EBC) analysis. The aim of this study was to quantify various biomarkers in the exhaled breath gas phase and EBC in suspected cases of non-small-cell lung cancer (NSCLC). The study involved 138 subjects with suspected lung cancer, 71 of whom had a subsequent diagnosis of NSCLC. The diagnostic power of a combination of hydrogen peroxide (H₂O₂)-EBC, and exhaled pentane, 2-methyl pentane, hexane, ethyl benzene, heptanal, trans-2-nonenal in distinguishing NSCLC and non-NSCLC subjects was poor-to-fair (area under the curve (AUC) = 0.68), similar to that of smoking history alone (expressed as pack-years, AUC = 0.70); a further improvement was observed when smoking history was combined with exhaled compounds (AUC = 0.80). The diagnostic power was increased in those patients with little or no past smoke exposure (AUC = 0.92) or where past smoke exposure was up to 30 pack-years (AUC = 0.85). Exhaled substances had a good accuracy in discriminating suspected cancerous cases only in those subjects with a modest smoking history (≤ 30 pack-years), but the inclusion of other exhaled biomarkers may increase the overall accuracy, regardless of tobacco smoke.
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Affiliation(s)
- M Corradi
- Department of Clinical and Experimental Medicine, University of Parma, Parma, Italy
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Sun HG, Dong XJ, Lu T, Yang MF, Wang XM. Clinical value of eukaryotic elongation factor 2 (eEF2) in non-small cell lung cancer patients. Asian Pac J Cancer Prev 2015; 14:6533-5. [PMID: 24377563 DOI: 10.7314/apjcp.2013.14.11.6533] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The purpose of this study was to evaluate a new type of tumor biomarker, eukaryotic elongation factor 2 (eEF2), in serum for the early diagnosis, confirmative diagnosis as well as assessment of treatment of non-small cell lung cancer (NSCLC). METHODS 130 patients with NSCLC and 50 healthy individuals undergoing physical examination in our hospital provided the observation and healthy control groups. An enzyme linked immune sorbent assay (ELISA) method was applied to determine serum eEF2 levels. Serum neuron specific enolase (NSE) and squamous cell carcinoma antigen (SCC) levels in the observation group were assessed with an automatic biochemical analyzer. RESULTS The median levels of eEF2 in the serum of NSCLC patients was found to be significantly higher than the healthy control group (p < 0.01) and it was markedly higher in stages III, IV than stages I, II (p < 0.05). eEF2 was higher with tumor size ≥ 2 cm than <2 cm (P< 0.01). Furthermore, two weeks after surgery patients showed a significant trend for eEF2 decrease (p < 0.05). CONCLUSIONS The eukaryotic elongation factor 2 (eEF2) has certain clinical values for early diagnosis, verification, and prognosis as well as classification of lung cancer patients.
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Affiliation(s)
- Hong-Gang Sun
- Clinical Laboratory Center of Shaoxing People's Hospital, Shaoxing Hospital of Zhejiang University, Shaoxing, China E-mail :
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Oh IJ, Kim HE, Song SY, Na KJ, Kim KS, Kim YC, Lee SW. Diagnostic value of serum glutathione peroxidase 3 levels in patients with lung cancer. Thorac Cancer 2014; 5:425-30. [PMID: 26767034 DOI: 10.1111/1759-7714.12113] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2014] [Accepted: 03/11/2014] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND We selected glutathione peroxidase 3 (GPx3) as a specific candidate that is down regulated in patients with lung cancer. In this study, we examined the diagnostic value of serum GPx3, which is an extracellular protein and readily detectable in blood. METHODS We collected serum samples from 342 patients with lung cancer and 126 controls (normal healthy people and patients with benign diseases or other malignancies). We measured serum GPx3 levels using the enzyme-linked immunosorbent assay. RESULTS Mean serum GPx3 levels were significantly lower in the patient group compared with the control group (10.1 ± 5.0 μg/mL vs. 13.0 ± 5.8 μg/mL, P < 0.001). In addition, mean serum GPx3 levels tended to be lower in the patients without metastasis compared with those with metastasis (9.6 ± 4.5 μg/mL vs. 10.7 ± 5.7 μg/mL, P = 0.051). Furthermore, mean serum GPx3 levels had a significant difference according to initial treatments (P < 0.001). In other words, mean serum GPx3 levels were significantly lower in the surgery group (8.2 ± 4.1 μg/mL) compared with the concurrent chemoradiotherapy (11.5 ± 4.6 μg/mL, P < 0.001), chemotherapy (10.7 ± 5.6 μg/mL, P < 0.001), and supportive care groups (10.9 ± 4.8 μg/mL, P = 0.002). CONCLUSION Our results showed that serum GPx3 levels were significantly lower in the patients who underwent surgery, which indicates that the serum may have diagnostic value in patients at an operable stage of lung cancer, rather than those at a locally advanced or metastatic stage.
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Affiliation(s)
- In-Jae Oh
- Lung and Esophageal Cancer Clinic, Chonnam National University Hwasun Hospital Jeonnam, Korea; Department of Internal Medicine, Chonnam National University Medical School Gwangju, Korea
| | - Hye-Eun Kim
- Department of Anatomy, Chonnam National University Medical School Gwangju, Korea; Center for Creative Biomedical Scientists, Chonnam National University Gwangju, Korea
| | - Sang-Yun Song
- Lung and Esophageal Cancer Clinic, Chonnam National University Hwasun Hospital Jeonnam, Korea; Department of Thoracic & Cardiovascular Surgery, Chonnam National University Medical School Gwangju, Korea
| | - Kook-Joo Na
- Lung and Esophageal Cancer Clinic, Chonnam National University Hwasun Hospital Jeonnam, Korea; Department of Thoracic & Cardiovascular Surgery, Chonnam National University Medical School Gwangju, Korea
| | - Kyu-Sik Kim
- Lung and Esophageal Cancer Clinic, Chonnam National University Hwasun Hospital Jeonnam, Korea; Department of Internal Medicine, Chonnam National University Medical School Gwangju, Korea
| | - Young-Chul Kim
- Lung and Esophageal Cancer Clinic, Chonnam National University Hwasun Hospital Jeonnam, Korea; Department of Internal Medicine, Chonnam National University Medical School Gwangju, Korea
| | - Seung-Won Lee
- Department of Anatomy, Chonnam National University Medical School Gwangju, Korea; Center for Creative Biomedical Scientists, Chonnam National University Gwangju, Korea
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Krochmal R, Arias S, Yarmus L, Feller-Kopman D, Lee H. Diagnosis and management of pulmonary nodules. Expert Rev Respir Med 2014; 8:677-91. [PMID: 25152306 DOI: 10.1586/17476348.2014.948855] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
There are an increased number of pulmonary nodules discovered on CT scan images in part due to those performed for lung cancer screening. Risk stratification and patient involvement is critical in determining management ranging from interval imaging to invasive biopsy or surgery. A definitive diagnosis requires tissue biopsy. The choice of a particular biopsy technique depends on the risks/benefits of the procedure, the diagnostic yield and local expertise. This review will focus on the evaluation and management of pulmonary nodules based on the Fleischner Society and American College of Chest Physician guidelines. There have been recent changes to both societies' recommendations for incidental detection of solid and subsolid nodules, risk stratification, imaging, minimally invasive diagnostic techniques and definitive surgical options.
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Affiliation(s)
- Rebecca Krochmal
- Division of Pulmonary and Critical Care Medicine, University of Maryland School of Medicine, 110 South Paca Street, Second Floor, Baltimore, MD 21201, USA
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Kma L, Sharan RN. Dimethylnitrosamine-Induced Reduction in the Level of Poly-ADP-Ribosylation of Histone Proteins of Blood Lymphocytes - a Sensitive and Reliable Biomarker for Early Detection of Cancer. Asian Pac J Cancer Prev 2014; 15:6429-36. [DOI: 10.7314/apjcp.2014.15.15.6429] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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Nahavandi S, Baratchi S, Soffe R, Tang SY, Nahavandi S, Mitchell A, Khoshmanesh K. Microfluidic platforms for biomarker analysis. LAB ON A CHIP 2014; 14:1496-514. [PMID: 24663505 DOI: 10.1039/c3lc51124c] [Citation(s) in RCA: 67] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Biomarkers have been described as characteristics, most often molecular, that provide information about biological states, whether normal, pathological, or therapeutically modified. They hold great potential to assist diagnosis and prognosis, monitor disease, and assess therapeutic effectiveness. While a few biomarkers are routinely utilised clinically, these only reflect a very small percentage of all biomarkers discovered. Numerous factors contribute to the slow uptake of these new biomarkers, with challenges faced throughout the biomarker development pipeline. Microfluidics offers two important opportunities to the field of biomarkers: firstly, it can address some of these developmental obstacles, and secondly, it can provide the precise and complex platform required to bridge the gap between biomarker research and the biomarker-based analytical device market. Indeed, adoption of microfluidics has provided a new avenue for advancement, promoting clinical utilisation of both biomarkers and their analytical platforms. This review will discuss biomarkers and outline microfluidic platforms developed for biomarker analysis.
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Affiliation(s)
- Sofia Nahavandi
- Faculty of Medicine, Dentistry, & Health Sciences, The University of Melbourne, VIC 3010, Australia.
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