MicroRNA-based biomarkers for diagnosis of non-small cell lung cancer (NSCLC)

被引:43
|
作者
Liao, Jipei [1 ]
Shen, Jun [1 ]
Leng, Qixin [1 ]
Qin, Meng [1 ]
Zhan, Min [2 ,3 ]
Jiang, Feng [1 ]
机构
[1] Univ Maryland, Sch Med, Dept Pathol, 10 South Pine St,MSTF 7th Floor, Baltimore, MD 21201 USA
[2] Univ Maryland, Sch Med, Dept Epidemiol, Baltimore, MD 21201 USA
[3] Univ Maryland, Sch Med, Dept Publ Hlth, Baltimore, MD 21201 USA
关键词
Biomarkers; diagnosis; lung cancer; microRNA; plasma; sputum; COMPUTED-TOMOGRAPHY; SPUTUM; PANEL; EXPRESSION; MIR-486-5P; PLASMA; MIRNAS; GENES;
D O I
10.1111/1759-7714.13337
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background The development of biomarkers for the early detection of non-small cell lung cancer (NSCLC) is clinically important. We have developed miRNA biomarkers in sputum and plasma, respectively, for NSCLC. Herein, we evaluate whether integrated analysis of the miRNAs across the different types of specimens could improve the early detection of NSCLC. Methods Using reverse transcription PCR, we determined expressions of two miRNAs (miRs-31-5p and 210-3p) in sputum and three miRNAs (miRs-21-5p, 210-3p, and 486-5p) in plasma of a training cohort of 76 NSCLC patients and 72 cancer-free smokers. The results were validated in a testing cohort of 56 NSCLC patients and 55 cancer-free smokers. Results The panels of two sputum miRNAs and three plasma miRNAs had 65.8-75.0% sensitivities and 83.3-87.5% specificities for diagnosis of NSCLC in the training cohort. The individual sputum or plasma miRNA panel had a higher sensitivity for squamous cell carcinoma or adenocarcinoma of the lung, respectively. From the miRNAs, we optimized an integrated panel of biomarkers consisting of two sputum miRNAs (miRs-31-5p and 210-3p) and one plasma miRNA (miR-21-5p) that had higher sensitivity (85.5%) and specificity (91.7%) for diagnosis of NSCLC compared with the individual panels alone. Furthermore, the performance of the integrated panel of biomarkers was independent of histology and stage of NSCLC, and patients' age, sex, and ethnicity. The performance of the integrated panel of biomarkers was confirmed in the testing cohort. Conclusions Integrating biomarkers across different body fluids would synergistically improve the early detection of NSCLC. Key points Lung cancer is a heterogeneous disease and develops from complex aberrations. Integrating sputum and plasma miRNAs has higher accuracy than when they are used alone
引用
收藏
页码:762 / 768
页数:7
相关论文
共 50 条
  • [1] The Evaluation of Serum Biomarkers for Non-small Cell Lung Cancer (NSCLC) Diagnosis
    Fang, Rui
    Zhu, Yong
    Khadka, Vedbar S.
    Zhang, Fan
    Jiang, Bin
    Deng, Youping
    [J]. FRONTIERS IN PHYSIOLOGY, 2018, 9
  • [2] MicroRNA landscape in non-small cell lung cancer (NSCLC).
    Morgensztern, Daniel
    Devarakonda, Siddhartha H. K.
    Awh, Caroline
    Guebert, Kalin
    Maher, Christopher
    Maggi, Leonard B.
    Waqar, Saiama Naheed
    Carpenter, Danielle
    Robertson, Gordon
    Link, Daniel C.
    Govindan, Ramaswamy
    [J]. JOURNAL OF CLINICAL ONCOLOGY, 2014, 32 (15)
  • [3] A microRNA-based prediction algorithm for diagnosis of non-small lung cell carcinoma in minimal biopsy material
    N G Bediaga
    M P A Davies
    A Acha-Sagredo
    R Hyde
    O Y Raji
    R Page
    M Walshaw
    J Gosney
    A Alfirevic
    J K Field
    T Liloglou
    [J]. British Journal of Cancer, 2013, 109 : 2404 - 2411
  • [4] A microRNA-based prediction algorithm for diagnosis of non-small lung cell carcinoma in minimal biopsy material
    Bediaga, N. G.
    Davies, M. P. A.
    Acha-Sagredo, A.
    Hyde, R.
    Raji, O. Y.
    Page, R.
    Walshaw, M.
    Gosney, J.
    Alfirevic, A.
    Field, J. K.
    Liloglou, T.
    [J]. BRITISH JOURNAL OF CANCER, 2013, 109 (09) : 2404 - 2411
  • [5] Predictive biomarkers in the treatment of non-small cell lung cancer (NSCLC)
    Niho, Seiji
    [J]. CANCER SCIENCE, 2018, 109 : 423 - 423
  • [6] Serum microRNA Biomarkers for Detection of Non-Small Cell Lung Cancer
    Hennessey, Patrick T.
    Sanford, Tiffany
    Choudhary, Ashish
    Mydlarz, Wojciech W.
    Brown, David
    Adai, Alex Tamas
    Ochs, Michael F.
    Ahrendt, Steven A.
    Mambo, Elizabeth
    Califano, Joseph A.
    [J]. PLOS ONE, 2012, 7 (02):
  • [7] Biomarkers for immune checkpoint inhibition in non-small cell lung cancer (NSCLC)
    Bodor, J. Nicholas
    Boumber, Yanis
    Borghaei, Hossein
    [J]. CANCER, 2020, 126 (02) : 260 - 270
  • [8] Novel biomarkers of non-small cell lung cancer (NSCLC) stem cells
    Karimi-Busheri, Feridoun
    Zadorozhny, Victoria
    Shawler, Daniel L.
    Fakhrai, Habib
    [J]. CANCER RESEARCH, 2011, 71
  • [9] EVALUATION OF BIOMARKERS IN PATIENTS WITH NON-SMALL CELL LUNG-CANCER (NSCLC)
    FOEMMEL, RS
    ALEXANDER, NA
    HIRSHAUT, Y
    KATOPODIS, N
    [J]. PROCEEDINGS OF THE AMERICAN ASSOCIATION FOR CANCER RESEARCH, 1987, 28 : 182 - 182
  • [10] Identification and validation of the methylation biomarkers of non-small cell lung cancer (NSCLC)
    Shicheng Guo
    Fengyang Yan
    Jibin Xu
    Yang Bao
    Ji Zhu
    Xiaotian Wang
    Junjie Wu
    Yi Li
    Weilin Pu
    Yan Liu
    Zhengwen Jiang
    Yanyun Ma
    Xiaofeng Chen
    Momiao Xiong
    Li Jin
    Jiucun Wang
    [J]. Clinical Epigenetics, 2015, 7