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Published in: Journal of Cancer Research and Clinical Oncology 1/2014

01-01-2014 | Original Paper

Digital PCR quantification of miRNAs in sputum for diagnosis of lung cancer

Authors: Ning Li, Jie Ma, Maria A. Guarnera, HongBin Fang, Ling Cai, Feng Jiang

Published in: Journal of Cancer Research and Clinical Oncology | Issue 1/2014

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Abstract

Purpose

MicroRNAs (miRNAs) play important roles in the initiation and progression of lung cancer. Measuring miRNA expression levels in sputum could provide a potential approach for the diagnosis of lung cancer. The emerging digital PCR is a straightforward technique for precise, direct, and absolute quantification of nucleic acids. The objective of the study was to investigate whether digital PCR could be used to quantify miRNAs in sputum for lung cancer diagnosis.

Methods

We first determined and compared dynamic ranges of digital PCR and conventional quantitative reverse transcriptase PCR (qRT-PCR) for miRNA quantification using RNA isolated from sputum of five healthy individuals. We then used digital PCR to quantify copy number of two lung cancer-associated miRNAs (miR-31 and miR-210) in 35 lung cancer patients and 40 cancer-free controls.

Results

Copy number of the miRNAs measured by digital PCR displayed a linear response to input cDNA amount in a twofold dilution series over seven orders of magnitude. miRNA quantification determined by digital PCR assay was in good agreement with that obtained from qRT-PCR analysis in sputum. Furthermore, combined quantification of miR-31 and miR-210 copy number by using digital PCR in sputum of the cases and controls provided 65.71 % sensitivity and 85.00 % specificity for lung cancer diagnosis.

Conclusion

As digital PCR becomes more established, it would be a robust tool for quantitative assessment of miRNA copy number in sputum for lung cancer diagnosis.
Literature
go back to reference Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, Fagerstrom RM et al (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med 365:395–409PubMedCrossRef Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, Fagerstrom RM et al (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med 365:395–409PubMedCrossRef
go back to reference Ambros V (2003) MicroRNA pathways in flies and worms: growth, death, fat, stress, and timing. Cell 113:673–676PubMedCrossRef Ambros V (2003) MicroRNA pathways in flies and worms: growth, death, fat, stress, and timing. Cell 113:673–676PubMedCrossRef
go back to reference Anjuman N, Li N, Guarnera M, Stass SA, Jiang F (2013) Evaluation of lung flute in sputum samples for molecular analysis of lung cancer. Clin Transl Med 2:15PubMedCentralPubMedCrossRef Anjuman N, Li N, Guarnera M, Stass SA, Jiang F (2013) Evaluation of lung flute in sputum samples for molecular analysis of lung cancer. Clin Transl Med 2:15PubMedCentralPubMedCrossRef
go back to reference Day E, Dear PH, McCaughan F (2013) Digital PCR strategies in the development and analysis of molecular biomarkers for personalized medicine. Methods 59:101–107PubMedCrossRef Day E, Dear PH, McCaughan F (2013) Digital PCR strategies in the development and analysis of molecular biomarkers for personalized medicine. Methods 59:101–107PubMedCrossRef
go back to reference Dodd DW, Gagnon KT, Corey DR (2013) Digital quantitation of potential therapeutic target RNAs. Nucleic Acid Ther 23:188–194PubMed Dodd DW, Gagnon KT, Corey DR (2013) Digital quantitation of potential therapeutic target RNAs. Nucleic Acid Ther 23:188–194PubMed
go back to reference Greenlee RT, Hill-Harmon MB, Murray T, Thun M (2001) Cancer statistics, 2001. CA Cancer J Clin 51:15–36PubMedCrossRef Greenlee RT, Hill-Harmon MB, Murray T, Thun M (2001) Cancer statistics, 2001. CA Cancer J Clin 51:15–36PubMedCrossRef
go back to reference Heredia NJ, Belgrader P, Wang S, Koehler R, Regan J, Cosman AM et al (2013) Droplet Digital PCR quantitation of HER2 expression in FFPE breast cancer samples. Methods 59:S20–S23PubMedCrossRef Heredia NJ, Belgrader P, Wang S, Koehler R, Regan J, Cosman AM et al (2013) Droplet Digital PCR quantitation of HER2 expression in FFPE breast cancer samples. Methods 59:S20–S23PubMedCrossRef
go back to reference Hindson BJ, Ness KD, Masquelier DA, Belgrader P, Heredia NJ, Makarewicz AJ et al (2011) High-throughput droplet digital PCR system for absolute quantitation of DNA copy number. Anal Chem 83:8604–8610PubMedCentralPubMedCrossRef Hindson BJ, Ness KD, Masquelier DA, Belgrader P, Heredia NJ, Makarewicz AJ et al (2011) High-throughput droplet digital PCR system for absolute quantitation of DNA copy number. Anal Chem 83:8604–8610PubMedCentralPubMedCrossRef
go back to reference Hindson CM, Chevillet JR, Briggs HA, Gallichotte EN, Ruf IK, Hindson BJ et al (2013) Absolute quantification by droplet digital PCR versus analog real-time PCR. Nat Methods 10:1003–1005 Hindson CM, Chevillet JR, Briggs HA, Gallichotte EN, Ruf IK, Hindson BJ et al (2013) Absolute quantification by droplet digital PCR versus analog real-time PCR. Nat Methods 10:1003–1005
go back to reference Jiang F, Todd NW, Qiu Q, Liu Z, Katz RL, Stass SA (2009) Combined genetic analysis of sputum and computed tomography for noninvasive diagnosis of non-small-cell lung cancer. Lung Cancer 66:58–63PubMedCentralPubMedCrossRef Jiang F, Todd NW, Qiu Q, Liu Z, Katz RL, Stass SA (2009) Combined genetic analysis of sputum and computed tomography for noninvasive diagnosis of non-small-cell lung cancer. Lung Cancer 66:58–63PubMedCentralPubMedCrossRef
go back to reference Jiang F, Todd NW, Li R, Zhang H, Fang H, Stass SA (2010) A panel of sputum-based genomic marker for early detection of lung cancer. Cancer Prev Res (Phila) 3:1571–1578CrossRef Jiang F, Todd NW, Li R, Zhang H, Fang H, Stass SA (2010) A panel of sputum-based genomic marker for early detection of lung cancer. Cancer Prev Res (Phila) 3:1571–1578CrossRef
go back to reference Li R, Todd NW, Qiu Q, Fan T, Zhao RY, Rodgers WH et al (2007) Genetic deletions in sputum as diagnostic markers for early detection of stage I non-small cell lung cancer. Clin Cancer Res 13:482–487PubMedCrossRef Li R, Todd NW, Qiu Q, Fan T, Zhao RY, Rodgers WH et al (2007) Genetic deletions in sputum as diagnostic markers for early detection of stage I non-small cell lung cancer. Clin Cancer Res 13:482–487PubMedCrossRef
go back to reference Lu J, Getz G, Miska EA, Alvarez-Saavedra E, Lamb J, Peck D et al (2005) MicroRNA expression profiles classify human cancers. Nature 435:834–838PubMedCrossRef Lu J, Getz G, Miska EA, Alvarez-Saavedra E, Lamb J, Peck D et al (2005) MicroRNA expression profiles classify human cancers. Nature 435:834–838PubMedCrossRef
go back to reference Qiu Q, Todd NW, Li R, Peng H, Liu Z, Yfantis HG et al (2008) Magnetic enrichment of bronchial epithelial cells from sputum for lung cancer diagnosis. Cancer 114:275–283PubMedCrossRef Qiu Q, Todd NW, Li R, Peng H, Liu Z, Yfantis HG et al (2008) Magnetic enrichment of bronchial epithelial cells from sputum for lung cancer diagnosis. Cancer 114:275–283PubMedCrossRef
go back to reference Shen J, Liu Z, Todd NW, Zhang H, Liao J, Yu L et al (2011a) Diagnosis of lung cancer in individuals with solitary pulmonary nodules by plasma microRNA biomarkers. BMC Cancer 11:374PubMedCentralPubMedCrossRef Shen J, Liu Z, Todd NW, Zhang H, Liao J, Yu L et al (2011a) Diagnosis of lung cancer in individuals with solitary pulmonary nodules by plasma microRNA biomarkers. BMC Cancer 11:374PubMedCentralPubMedCrossRef
go back to reference Shen J, Todd NW, Zhang H, Yu L, Lingxiao X, Mei Y et al (2011b) Plasma microRNAs as potential biomarkers for non-small-cell lung cancer. Lab Invest 91:579–587PubMedCentralPubMedCrossRef Shen J, Todd NW, Zhang H, Yu L, Lingxiao X, Mei Y et al (2011b) Plasma microRNAs as potential biomarkers for non-small-cell lung cancer. Lab Invest 91:579–587PubMedCentralPubMedCrossRef
go back to reference Shen J, Stass SA, Jiang F (2013a) MicroRNAs as potential biomarkers in human solid tumors. Cancer Lett 329:125–136PubMedCrossRef Shen J, Stass SA, Jiang F (2013a) MicroRNAs as potential biomarkers in human solid tumors. Cancer Lett 329:125–136PubMedCrossRef
go back to reference Shen J, Guarnera MA, Cai L, Fang H, Jiang F (2013b) Analysis of microRNAs in sputum improves CT for diagnosis of lung cancer. J Thorac Oncol (in press) Shen J, Guarnera MA, Cai L, Fang H, Jiang F (2013b) Analysis of microRNAs in sputum improves CT for diagnosis of lung cancer. J Thorac Oncol (in press)
go back to reference Thunnissen FB (2003) Sputum examination for early detection of lung cancer. J Clin Pathol 56:805–810PubMedCrossRef Thunnissen FB (2003) Sputum examination for early detection of lung cancer. J Clin Pathol 56:805–810PubMedCrossRef
go back to reference Whale AS, Huggett JF, Cowen S, Speirs V, Shaw J, Ellison S et al (2012) Comparison of microfluidic digital PCR and conventional quantitative PCR for measuring copy number variation. Nucleic Acids Res 40:e82PubMedCentralPubMedCrossRef Whale AS, Huggett JF, Cowen S, Speirs V, Shaw J, Ellison S et al (2012) Comparison of microfluidic digital PCR and conventional quantitative PCR for measuring copy number variation. Nucleic Acids Res 40:e82PubMedCentralPubMedCrossRef
go back to reference Xie Y, Todd NW, Liu Z, Zhan M, Fang H, Peng H et al (2010) Altered miRNA expression in sputum for diagnosis of non-small cell lung cancer. Lung Cancer 67:170–176PubMedCentralPubMedCrossRef Xie Y, Todd NW, Liu Z, Zhan M, Fang H, Peng H et al (2010) Altered miRNA expression in sputum for diagnosis of non-small cell lung cancer. Lung Cancer 67:170–176PubMedCentralPubMedCrossRef
go back to reference Xing L, Todd NW, Yu L, Fang H, Jiang F (2010) Early detection of squamous cell lung cancer in sputum by a panel of microRNA markers. Mod Pathol 23:1157–1164PubMedCrossRef Xing L, Todd NW, Yu L, Fang H, Jiang F (2010) Early detection of squamous cell lung cancer in sputum by a panel of microRNA markers. Mod Pathol 23:1157–1164PubMedCrossRef
go back to reference Yanaihara N, Caplen N, Bowman E, Seike M, Kumamoto K, Yi M et al (2006) Unique microRNA molecular profiles in lung cancer diagnosis and prognosis. Cancer Cell 9:189–198PubMedCrossRef Yanaihara N, Caplen N, Bowman E, Seike M, Kumamoto K, Yi M et al (2006) Unique microRNA molecular profiles in lung cancer diagnosis and prognosis. Cancer Cell 9:189–198PubMedCrossRef
go back to reference Yu L, Todd NW, Xing L, Xie Y, Zhang H, Liu Z et al (2010) Early detection of lung adenocarcinoma in sputum by a panel of microRNA markers. Int J Cancer 127:2870–2878PubMedCentralPubMedCrossRef Yu L, Todd NW, Xing L, Xie Y, Zhang H, Liu Z et al (2010) Early detection of lung adenocarcinoma in sputum by a panel of microRNA markers. Int J Cancer 127:2870–2878PubMedCentralPubMedCrossRef
Metadata
Title
Digital PCR quantification of miRNAs in sputum for diagnosis of lung cancer
Authors
Ning Li
Jie Ma
Maria A. Guarnera
HongBin Fang
Ling Cai
Feng Jiang
Publication date
01-01-2014
Publisher
Springer Berlin Heidelberg
Published in
Journal of Cancer Research and Clinical Oncology / Issue 1/2014
Print ISSN: 0171-5216
Electronic ISSN: 1432-1335
DOI
https://doi.org/10.1007/s00432-013-1555-5

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