MicroRNA in diagnosis and therapy monitoring of early-stage triple-negative breast cancer

被引:102
作者
Kahraman, Mustafa [1 ,2 ]
Roeske, Anne [2 ]
Laufer, Thomas [2 ]
Fehlmann, Tobias [1 ]
Backes, Christina [1 ]
Kern, Fabian [1 ]
Kohlhaas, Jochen [2 ]
Schroers, Hannah [2 ]
Saiz, Anna [2 ]
Zabler, Cassandra [2 ]
Ludwig, Nicole [4 ]
Fasching, Peter A. [3 ]
Strick, Reiner [3 ]
Ruebner, Matthias [3 ]
Beckmann, Matthias W. [3 ]
Meese, Eckart [4 ]
Keller, Andreas [1 ]
Schrauder, Michael G. [3 ]
机构
[1] Saarland Univ, Clin Bioinformat, Homburg, Germany
[2] Hummingbird Diagnost GmbH, Heidelberg, Germany
[3] Friedrich Alexander Univ Erlangen Nurnberg FAU, Dept Obstet & Gynecol, Erlangen Univ Hosp, Comprehens Canc Ctr Erlangen EMN, Erlangen, Germany
[4] Saarland Univ, Dept Human Genet, Homburg, Germany
关键词
NEOADJUVANT CHEMOTHERAPY; MIRNA EXPRESSION; BIOMARKER; METASTASIS; DICTIONARY;
D O I
10.1038/s41598-018-29917-2
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
07 ; 0710 ; 09 ;
摘要
Breast cancer is a heterogeneous disease with distinct molecular subtypes including the aggressive subtype triple-negative breast cancer (TNBC). We compared blood-borne miRNA signatures of early-stage basal-like (cytokeratin-CK5-positive) TNBC patients to age-matched controls. The miRNAs of TNBC patients were assessed prior to and following platinum-based neoadjuvant chemotherapy (NCT). After an exploratory genome-wide study on 21 cases and 21 controls using microarrays, the identified signatures were verified independently in two laboratories on the same and a new cohort by RT-qPCR. We differentiated the blood of TNBC patients before NCT from controls with 84% sensitivity. The most significant miRNA for this diagnostic classification was miR-126-5p (two tailed t-test p-value of 1.4 x 10(-5)). Validation confirmed the microarray results for all tested miRNAs. Comparing cancer patients prior to and post NCT highlighted 321 significant miRNAs (among them miR-34a, p-value of 1.2 x 10(-23)). Our results also suggest that changes in miRNA expression during NCT may have predictive potential to predict pathological complete response (pCR). In conclusion we report that miRNA expression measured from blood facilitates early and minimally-invasive diagnosis of basal-like TNBC. We also demonstrate that NCT has a significant influence on miRNA expression. Finally, we show that blood-borne miRNA profiles monitored over time have potential to predict pCR.
引用
收藏
页数:11
相关论文
共 33 条
[1]   miRPathDB: a new dictionary on microRNAs and target pathways [J].
Backes, Christina ;
Kehl, Tim ;
Stoeckel, Daniel ;
Fehlmann, Tobias ;
Schneider, Lara ;
Meese, Eckart ;
Lenhof, Hans-Peter ;
Keller, Andreas .
NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) :D90-D96
[2]   Prioritizing and selecting likely novel miRNAs from NGS data [J].
Backes, Christina ;
Meder, Benjamin ;
Hart, Martin ;
Ludwig, Nicole ;
Leidinger, Petra ;
Vogel, Britta ;
Galata, Valentina ;
Roth, Patrick ;
Menegatti, Jennifer ;
Graesser, Friedrich ;
Ruprecht, Klemens ;
Kahraman, Mustafa ;
Grossmann, Thomas ;
Haas, Jan ;
Meese, Eckart ;
Keller, Andreas .
NUCLEIC ACIDS RESEARCH, 2016, 44 (06)
[3]   Bias in High-Throughput Analysis of miRNAs and Implications for Biomarker Studies [J].
Backes, Christina ;
Sedaghat-Hamedani, Farbod ;
frese, Karen ;
Hart, Martin ;
Ludwig, Nicole ;
Meder, Benjamin ;
Meese, Eckart ;
Keller, Andreas .
ANALYTICAL CHEMISTRY, 2016, 88 (04) :2088-2095
[4]   A dictionary on microRNAs and their putative target pathways [J].
Backes, Christina ;
Meese, Eckart ;
Lenhof, Hans-Peter ;
Keller, Andreas .
NUCLEIC ACIDS RESEARCH, 2010, 38 (13) :4476-4486
[5]   cPAS-based sequencing on the BGISEQ-500 to explore small non-coding RNAs [J].
Fehlmann, Tobias ;
Reinheimer, Stefanie ;
Geng, Chunyu ;
Su, Xiaoshan ;
Drmanac, Snezana ;
Alexeev, Andrei ;
Zhang, Chunyan ;
Backes, Christina ;
Ludwig, Nicole ;
Hart, Martin ;
An, Dan ;
Zhu, Zhenzhen ;
Xu, Chongjun ;
Chen, Ao ;
Ni, Ming ;
Liu, Jian ;
Li, Yuxiang ;
Poulter, Matthew ;
Li, Yongping ;
Staehler, Cord ;
Drmanac, Radoje ;
Xu, Xun ;
Meese, Eckart ;
Keller, Andreas .
CLINICAL EPIGENETICS, 2016, 8
[6]   Distribution of microRNA biomarker candidates in solid tissues and body fluids [J].
Fehlmann, Tobias ;
Ludwig, Nicole ;
Backes, Christina ;
Meese, Eckart ;
Keller, Andreas .
RNA BIOLOGY, 2016, 13 (11) :1084-1088
[7]   Template for Reporting Results of Biomarker Testing of Specimens From Patients With Carcinoma of the Breast [J].
Fitzgibbons, Patrick L. ;
Dillon, Deborah A. ;
Alsabeh, Randa ;
Berman, Michael A. ;
Hayes, Daniel F. ;
Hicks, David G. ;
Hughes, Kevin S. ;
Nofech-Mozes, Sharon .
ARCHIVES OF PATHOLOGY & LABORATORY MEDICINE, 2014, 138 (05) :595-601
[8]  
Hammond MEH, 2010, ARCH PATHOL LAB MED, V134, pE48, DOI 10.1043/1543-2165-134.7.e48
[9]   A novel panel of serum miR-21/miR-155/miR-365 as a potential diagnostic biomarker for breast cancer [J].
Han, Ji-Guang ;
Jiang, Yong-Dong ;
Zhang, Chun-Hui ;
Yang, Yan-Mei ;
Pang, Da ;
Song, Yan-Ni ;
Zhang, Guo-Qiang .
ANNALS OF SURGICAL TREATMENT AND RESEARCH, 2017, 92 (02) :55-66
[10]   Identification of miR-34a-target interactions by a combined network based and experimental approach [J].
Hart, Martin ;
Rheinheimer, Stefanie ;
Leidinger, Petra ;
Backes, Christina ;
Menegatti, Jennifer ;
Fehlmann, Tobias ;
Graesser, Friedrich ;
Keller, Andreas ;
Meese, Eckart .
ONCOTARGET, 2016, 7 (23) :34288-34299