mRNA and microRNA Expression Profiles in Circulating Tumor Cells and Primary Tumors of Metastatic Breast Cancer Patients

被引:168
作者
Sieuwerts, Anieta M. [1 ,2 ]
Mostert, Bianca [3 ]
Bolt-de Vries, Joan [1 ,2 ]
Peeters, Dieter [7 ,8 ]
de Jongh, Felix E. [5 ]
Stouthard, Jacqueline M. L. [6 ]
Dirix, Luc Y. [7 ,8 ]
van Dam, Peter A. [7 ,8 ]
Van Galen, Anne [1 ,2 ]
de Weerd, Vanja [1 ,2 ]
Kraan, Jaco [3 ]
van der Spoel, Petra [3 ]
Ramirez-Moreno, Raquel [9 ]
van Deurzen, Carolien H. M. [4 ]
Smid, Marcel [1 ,2 ]
Yu, Jack X. [10 ]
Jiang, John [10 ]
Wang, Yixin [10 ]
Gratama, Jan W. [3 ]
Sleijfer, Stefan [3 ]
Foekens, John A. [1 ,2 ]
Martens, John W. M. [1 ,2 ]
机构
[1] Erasmus MC, Josephine Nefkens Inst, Dept Med Oncol, NL-3015 GE Rotterdam, Netherlands
[2] Erasmus MC, Canc Genom Ctr, NL-3015 GE Rotterdam, Netherlands
[3] Erasmus MC, Dr Daniel Den Hoed Canc Ctr, Dept Med Oncol, NL-3015 GE Rotterdam, Netherlands
[4] Erasmus MC, Josephine Nefkens Inst, Dept Pathol, NL-3015 GE Rotterdam, Netherlands
[5] Ikazia Hosp, Dept Internal Med, Rotterdam, Netherlands
[6] Maasstad Hosp, Dept Internal Med, Rotterdam, Netherlands
[7] Univ Antwerp Hosp, Pathol Lab, Translat Canc Res Grp, Antwerp, Belgium
[8] Gen Hosp Sint Augustinus, Antwerp, Belgium
[9] Univ Las Palmas Gran Canaria, Canary Isl Canc Res Inst, Dept Biochem & Mol Biol Physiol Genet & Immunol, Canary Isl, Spain
[10] Veridex LLC, Mol Diagnost R&D, N Raritan, NJ USA
关键词
GENE-EXPRESSION; MOLECULAR MARKERS; PROGRESSION; BIOMARKERS; PROGNOSIS; SURVIVAL; THERAPY; MIRNAS;
D O I
10.1158/1078-0432.CCR-11-0255
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Molecular characterization of circulating tumor cells (CTC) holds great promise. Unfortunately, routinely isolated CTC fractions currently still contain contaminating leukocytes, which makes CTC-specific molecular characterization extremely challenging. In this study, we determined mRNA and microRNA (miRNA) expression of potentially CTC-specific genes that are considered to be clinically relevant in breast cancer. Experimental Design: CTCs were isolated with the epithelial cell adhesion molecule-based CellSearch Profile Kit. Selected genes were measured by real-time reverse transcriptase PCR in CTCs of 50 metastatic breast cancer patients collected before starting first-line systemic therapy in blood from 53 healthy blood donors (HBD) and in primary tumors of 8 of the patients. The molecular profiles were associated with CTC counts and clinical parameters and compared with the profiles generated from the corresponding primary tumors. Results: We identified 55 mRNAs and 10 miRNAs more abundantly expressed in samples from 32 patients with at least 5 CTCs in 7.5 mL of blood compared with samples from 9 patients without detectable CTCs and HBDs. Clustering analysis resulted in 4 different patient clusters characterized by 5 distinct gene clusters. Twice the number of patients from cluster 2 to 4 had developed both visceral and nonvisceral metastases. Comparing transcript levels in CTCs with those measured in corresponding primary tumors showed clinically relevant discrepancies in estrogen receptor and HER2 levels. Conclusions: Our study shows that molecular profiling of low numbers of CTCs in a high background of leukocytes is feasible and shows promise for further studies on the clinical relevance of molecular characterization of CTCs. Clin Cancer Res; 17(11); 3600-18. (C)2011 AACR.
引用
收藏
页码:3600 / 3618
页数:19
相关论文
共 52 条
[1]   Characterization and enumeration of cells secreting tumor markers in the peripheral blood of breast cancer patients [J].
Alix-Panabières, C ;
Brouillet, JP ;
Fabbro, M ;
Yssel, H ;
Rousset, T ;
Maudelonde, T ;
Choquet-Kastylevsky, G ;
Vendrell, JP .
JOURNAL OF IMMUNOLOGICAL METHODS, 2005, 299 (1-2) :177-188
[2]   MicroRNAs: Novel Biomarkers for Human Cancer [J].
Bartels, Claudine L. ;
Tsongalis, Gregory J. .
CLINICAL CHEMISTRY, 2009, 55 (04) :623-631
[3]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[4]  
Bölke E, 2009, EUR J MED RES, V14, P426
[5]   Circulating tumor cells versus imaging - Predicting overall survival in metastatic breast cancer [J].
Budd, G. Thomas ;
Cristofanilli, Massimo ;
Ellis, Mathew J. ;
Stopeck, Allison ;
Borden, Ernest ;
Miller, M. Craig ;
Matera, Jeri ;
Repollet, Madeline ;
Doyle, Gerald V. ;
Terstappen, Leon W. M. M. ;
Hayes, Daniel F. .
CLINICAL CANCER RESEARCH, 2006, 12 (21) :6403-6409
[6]   MicroRNA signatures in human cancers [J].
Calin, George A. ;
Croce, Carlo M. .
NATURE REVIEWS CANCER, 2006, 6 (11) :857-866
[7]   The patterns and dynamics of genomic instability in metastatic pancreatic cancer [J].
Campbell, Peter J. ;
Yachida, Shinichi ;
Mudie, Laura J. ;
Stephens, Philip J. ;
Pleasance, Erin D. ;
Stebbings, Lucy A. ;
Morsberger, Laura A. ;
Latimer, Calli ;
McLaren, Stuart ;
Lin, Meng-Lay ;
McBride, David J. ;
Varela, Ignacio ;
Nik-Zainal, Serena A. ;
Leroy, Catherine ;
Jia, Mingming ;
Menzies, Andrew ;
Butler, Adam P. ;
Teague, Jon W. ;
Griffin, Constance A. ;
Burton, John ;
Swerdlow, Harold ;
Quail, Michael A. ;
Stratton, Michael R. ;
Iacobuzio-Donahue, Christine ;
Futreal, P. Andrew .
NATURE, 2010, 467 (7319) :1109-1113
[8]   hsa-miR-210 is induced by hypoxia and is an independent prognostic factor in breast cancer [J].
Camps, Carme ;
Buffa, Francesca M. ;
Colella, Stefano ;
Moore, John ;
Sotiriou, Christos ;
Sheldon, Helen ;
Harris, Adrian L. ;
Gleadle, Jonathan M. ;
Ragoussis, Jiannis .
CLINICAL CANCER RESEARCH, 2008, 14 (05) :1340-1348
[9]   Alpha-6 integrin is necessary for the tumourigenicity of a stem cell-like subpopulation within the MCF7 breast cancer cell line [J].
Cariati, Massimiliano ;
Naderi, Ali ;
Brown, John P. ;
Smalley, Matthew J. ;
Pinder, Sarah E. ;
Caldas, Carlos ;
Purushotham, Anand D. .
INTERNATIONAL JOURNAL OF CANCER, 2008, 122 (02) :298-304
[10]   Molecular markers of breast axillary lymph node metastasis [J].
Cavalli, Luciane R. .
EXPERT REVIEW OF MOLECULAR DIAGNOSTICS, 2009, 9 (05) :441-454