MicroRNA signatures in tissues and plasma predict development and prognosis of computed tomography detected lung cancer

被引:601
作者
Boeri, Mattia [2 ]
Verri, Carla [2 ]
Conte, Davide [2 ]
Roz, Luca [2 ]
Modena, Piergiorgio [4 ]
Facchinetti, Federica [2 ]
Calabro, Elisa [3 ]
Croce, Carlo M. [1 ]
Pastorino, Ugo [3 ]
Sozzi, Gabriella [2 ]
机构
[1] Ohio State Univ, Ctr Comprehens Canc, Columbus, OH 43210 USA
[2] Fdn IRCCS Ist Nazl Tumori, Tumor Genom Unit, Dept Expt Oncol & Mol Med, I-20133 Milan, Italy
[3] Fdn IRCCS Ist Nazl Tumori, Unit Thorac Surg, I-20133 Milan, Italy
[4] Ctr Riferimento Oncol, Unit Expt Oncol 1, I-33081 Aviano, PN, Italy
关键词
circulating biomarkers; risk prediction; miRNA ratios; POSITRON-EMISSION-TOMOGRAPHY; DOWN-REGULATION; HEAVY SMOKERS; EXPRESSION; CARCINOMA; SURVIVAL; OVEREXPRESSION; RESISTANCE; APOPTOSIS; DIAGNOSIS;
D O I
10.1073/pnas.1100048108
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
The efficacy of computed tomography (CT) screening for early lung cancer detection in heavy smokers is currently being tested by a number of randomized trials. Critical issues remain the frequency of unnecessary treatments and impact on mortality, indicating the need for biomarkers of aggressive disease. We explored microRNA (miRNA) expression profiles of lung tumors, normal lung tissues and plasma samples from cases with variable prognosis identified in a completed spiral-CT screening trial with extensive follow-up. miRNA expression patterns significantly distinguished: (i) tumors from normal lung tissues, (ii) tumor histology and growth rate, (iii) clinical outcome, and (iv) year of lung cancer CT detection. Interestingly, miRNA profiles in normal lung tissues also displayed remarkable associations with clinical features, suggesting the influence of a permissive microenvironment for tumor development. miRNA expression analyses in plasma samples collected 1-2 y before the onset of disease, at the time of CT detection and in disease-free smokers enrolled in the screening trial, resulted in the generation of miRNA signatures with strong predictive, diagnostic, and prognostic potential (area under the ROC curve >= 0.85). These signatures were validated in an independent cohort from a second randomized spiral-CT trial. These results indicate a role for miRNAs in lung tissues and plasma as molecular predictors of lung cancer development and aggressiveness and have theoretical and clinical implication for lung cancer management.
引用
收藏
页码:3713 / 3718
页数:6
相关论文
共 39 条
[11]
MiR-126 regulates angiogenic signaling and vascular integrity [J].
Fish, Jason E. ;
Santoro, Massimo M. ;
Morton, Sarah U. ;
Yu, Sangho ;
Yeh, Ru-Fang ;
Wythe, Joshua D. ;
Lvey, Kathryn N. ;
Bruneau, Benoit G. ;
Stainier, Didier Y. R. ;
Srivastava, Deepak .
DEVELOPMENTAL CELL, 2008, 15 (02) :272-284
[12]
LUNG-CANCER SCREENING - THE MAYO PROGRAM [J].
FONTANA, RS ;
SANDERSON, DR ;
WOOLNER, LB ;
TAYLOR, WF ;
MILLER, WE ;
MUHM, JR .
JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL MEDICINE, 1986, 28 (08) :746-750
[13]
RETRACTED: miR-221&222 Regulate TRAIL Resistance and Enhance Tumorigenicity through PTEN and TIMP3 Downregulation (Retracted article. See vol. 40, pg. 1440, 2022) [J].
Garofalo, Michela ;
Di Leva, Gianpiero ;
Romano, Giulia ;
Nuovo, Gerard ;
Suh, Sung-Suk ;
Ngankeu, Apollinaire ;
Taccioli, Cristian ;
Pichiorri, Flavia ;
Alder, Hansjuerg ;
Secchiero, Paola ;
Gasparini, Pierluigi ;
Gonelli, Arianna ;
Costinean, Stefan ;
Acunzo, Mario ;
Condorelli, Gerolama ;
Croce, Carlo Maria .
CANCER CELL, 2009, 16 (06) :498-509
[14]
miR-17, miR-19b, miR-20a, and miR-106a are down-regulated in human aging [J].
Hackl, Matthias ;
Brunner, Stefan ;
Fortschegger, Klaus ;
Schreiner, Carina ;
Micutkova, Lucia ;
Mueck, Christoph ;
Laschober, Gerhard T. ;
Lepperdinger, Guenter ;
Sampson, Natalie ;
Berger, Peter ;
Herndler-Brandstetter, Dietmar ;
Wieser, Matthias ;
Kuehnel, Harald ;
Strasser, Alois ;
Rinnerthaler, Mark ;
Breitenbach, Michael ;
Mildner, Michael ;
Eckhart, Leopold ;
Tschachler, Erwin ;
Trost, Andrea ;
Bauer, Johann W. ;
Papak, Christine ;
Trajanoski, Zlatko ;
Scheideler, Marcel ;
Grillari-Voglauer, Regina ;
Grubeck-Loebenstein, Beatrix ;
Jansen-Duerr, Pidder ;
Grillari, Johannes .
AGING CELL, 2010, 9 (02) :291-296
[15]
Serum MicroRNA Signatures Identified in a Genome-Wide Serum MicroRNA Expression Profiling Predict Survival of Non-Small-Cell Lung Cancer [J].
Hu, Zhibin ;
Chen, Xi ;
Zhao, Yang ;
Tian, Tian ;
Jin, Guangfu ;
Shu, Yongqian ;
Chen, Yijiang ;
Xu, Lin ;
Zen, Ke ;
Zhang, Chenyu ;
Shen, Hongbing .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (10) :1721-1726
[16]
A Randomized Study of Lung Cancer Screening with Spiral Computed Tomography Three-year Results from the DANTE Trial [J].
Infante, Maurizio ;
Cavuto, Silvio ;
Lutman, Fabio Romano ;
Brambilla, Giorgio ;
Chiesa, Giuseppe ;
Ceresoli, Giovanni ;
Passera, Eliseo ;
Angeli, Enzo ;
Chiarenza, Maurizio ;
Aranzulla, Giuseppe ;
Cariboni, Umberto ;
Errico, Valentina ;
Inzirillo, Francesco ;
Bottoni, Edoardo ;
Voulaz, Emanuele ;
Alloisio, Marco ;
Destro, Anna ;
Roncalli, Massimo ;
Santoro, Armando ;
Ravasi, Gianluigi .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2009, 180 (05) :445-453
[17]
MicroRNA Expression Differentiates Histology and Predicts Survival of Lung Cancer [J].
Landi, Maria Teresa ;
Zhao, Yingdong ;
Rotunno, Melissa ;
Koshiol, Jill ;
Liu, Hui ;
Bergen, Andrew W. ;
Rubagotti, Maurizia ;
Goldstein, Alisa M. ;
Linnoila, Ilona ;
Marincola, Francesco M. ;
Tucker, Margaret A. ;
Bertazzi, Pier Alberto ;
Pesatori, Angela C. ;
Caporaso, Neil E. ;
McShane, Lisa M. ;
Wang, Ena .
CLINICAL CANCER RESEARCH, 2010, 16 (02) :430-441
[18]
Diagnostic Assay Based on hsa-miR-205 Expression Distinguishes Squamous From Nonsquamous Non-Small-Cell Lung Carcinoma [J].
Lebanony, Danit ;
Benjamin, Hila ;
Gilad, Shlomit ;
Ezagouri, Meital ;
Dov, Avital ;
Ashkenazi, Karin ;
Gefen, Nir ;
Izraeli, Shai ;
Rechavi, Gideon ;
Pass, Harvey ;
Nonaka, Daisuke ;
Li, Junjie ;
Spector, Yael ;
Rosenfeld, Nitzan ;
Chajut, Ayelet ;
Cohen, Dalia ;
Aharonov, Ranit ;
Mansukhani, Mahesh .
JOURNAL OF CLINICAL ONCOLOGY, 2009, 27 (12) :2030-2037
[19]
Prognostic value of mature microRNA-21 and microRNA-205 overexpression in non-small cell lung cancer by quantitative real-time RT-PCR [J].
Markou, Athina ;
Tsaroucha, Emily G. ;
Kaklamanis, Loukas ;
Fotinou, Marianthi ;
Georgoulias, Vassilis ;
Lianidou, Evi S. .
CLINICAL CHEMISTRY, 2008, 54 (10) :1696-1704
[20]
The role of microRNA-128a in regulating TGFbeta signaling in letrozole-resistant breast cancer cells [J].
Masri, Selma ;
Liu, Zheng ;
Phung, Sheryl ;
Wang, Emily ;
Yuan, Yate-Ching ;
Chen, Shiuan .
BREAST CANCER RESEARCH AND TREATMENT, 2010, 124 (01) :89-99