Subtype-specific micro-RNA expression signatures in breast cancer progression

被引:52
作者
Haakensen, Vilde D. [1 ,2 ]
Nygaard, Vegard [3 ]
Greger, Liliana [4 ]
Aure, Miriam R. [1 ,2 ]
Fromm, Bastian [3 ]
Bukholm, Ida R. K. [5 ,6 ]
Luders, Torben [6 ,7 ]
Chin, Suet-Feung [8 ]
Git, Anna [8 ,9 ]
Caldas, Carlos [8 ,9 ]
Kristensen, Vessela N. [1 ,2 ,7 ]
Brazma, Alvis [4 ]
Borresen-Dale, Anne-Lise [1 ,2 ]
Hovig, Eivind [3 ,10 ,11 ]
Helland, Aslaug [1 ,12 ]
机构
[1] Oslo Univ Hosp, Radiumhosp, Div Canc Med Surg & Transplantat, Dept Canc Genet,Inst Canc Res, N-0310 Oslo, Norway
[2] Univ Oslo, Fac Med, Inst Clin Med, KG Jebsen Ctr Breast Canc Res, Oslo, Norway
[3] Oslo Univ Hosp, Radiumhosp, Div Canc Med Surg & Transplantat, Dept Tumor Biol,Inst Canc Res, N-0310 Oslo, Norway
[4] Wellcome Trust Genome Campus, EMBL EBI, European Bioinformat Inst, European Mol Biol Lab, Hinxton, England
[5] Akershus Univ Hosp, Dept Breast & Endocrine Surg, Lorenskog, Norway
[6] Univ Oslo, Fac Med, Inst Clin Med, Oslo, Norway
[7] Akershus Univ Hosp, Dept Clin Mol Biol EpiGen, Lorenskog, Norway
[8] Univ Cambridge, Canc Res UK Cambridge Inst, Cambridge, England
[9] Univ Cambridge, Dept Oncol, Cambridge, England
[10] Univ Oslo, Dept Informat, N-0316 Oslo, Norway
[11] Oslo Univ Hosp, Radiumhosp, Div Canc Med Surg & Transplantat, Inst Canc Genet & Informat, N-0310 Oslo, Norway
[12] Oslo Univ Hosp, Radiumhosp, Div Canc Med Surg & Transplantat, Dept Oncol, N-0310 Oslo, Norway
关键词
miRNA; breast cancer invasion; biomarker; subtype; DCIS; EPITHELIAL-MESENCHYMAL TRANSITION; COPY NUMBER ALTERATIONS; UNIFORM SYSTEM; CARCINOMA; MIR-143/145; METASTASIS; PATTERNS; TUMORS; ANNOTATION; RECURRENCE;
D O I
10.1002/ijc.30142
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Robust markers of invasiveness may help reduce the overtreatment of in situ carcinomas. Breast cancer is a heterogeneous disease and biological mechanisms for carcinogenesis vary between subtypes. Stratification by subtype is therefore necessary to identify relevant and robust signatures of invasive disease. We have identified microRNA (miRNA) alterations during breast cancer progression in two separate datasets and used stratification and external validation to strengthen the findings. We analyzed two separate datasets (METABRIC and AHUS) consisting of a total of 186 normal breast tissue samples, 18 ductal carcinoma in situ (DCIS) and 1,338 invasive breast carcinomas. Validation in a separate dataset and stratification by molecular subtypes based on immunohistochemistry, PAM50 and integrated cluster classifications were performed. We propose subtype-specific miRNA signatures of invasive carcinoma and a validated signature of DCIS. miRNAs included in the invasive signatures include downregulation of miR-139-5p in aggressive subtypes and upregulation of miR-29c-5p expression in the luminal subtypes. No miRNAs were differentially expressed in the transition from DCIS to invasive carcinomas on the whole, indicating the need for subtype stratification. A total of 27 miRNAs were included in our proposed DCIS signature. Significant alterations of expression included upregulation of miR-21-5p and the miR-200 family and downregulation of let-7 family members in DCIS samples. The signatures proposed here can form the basis for studies exploring DCIS samples with increased invasive potential and serum biomarkers for in situ and invasive breast cancer.
引用
收藏
页码:1117 / 1128
页数:12
相关论文
共 55 条
[1]   A uniform system for microRNA annotation [J].
Ambros, V ;
Bartel, B ;
Bartel, DP ;
Burge, CB ;
Carrington, JC ;
Chen, XM ;
Dreyfuss, G ;
Eddy, SR ;
Griffiths-Jones, S ;
Marshall, M ;
Matzke, M ;
Ruvkun, G ;
Tuschl, T .
RNA, 2003, 9 (03) :277-279
[2]   Integrated analysis reveals microRNA networks coordinately expressed with key proteins in breast cancer [J].
Aure, Miriam Ragle ;
Jernstrom, Sandra ;
Krohn, Marit ;
Vollan, Hans Kristian Moen ;
Due, Eldri U. ;
Rodland, Einar ;
Karesen, Rolf ;
Ram, Prahlad ;
Lu, Yiling ;
Mills, Gordon B. ;
Sahlberg, Kristine Kleivi ;
Borresen-Dale, Anne-Lise ;
Lingjaerde, Ole Christian ;
Kristensen, Vessela N. .
GENOME MEDICINE, 2015, 7
[3]   Individual and combined effects of DNA methylation and copy number alterations on miRNA expression in breast tumors [J].
Aure, Miriam Ragle ;
Leivonen, Suvi-Katri ;
Fleischer, Thomas ;
Zhu, Qian ;
Overgaard, Jens ;
Alsner, Jan ;
Tramm, Trine ;
Louhimo, Riku ;
Alnaes, Grethe I. Grenaker ;
Perala, Merja ;
Busato, Florence ;
Touleimat, Nizar ;
Tost, Joerg ;
Borresen-Dale, Anne-Lise ;
Hautaniemi, Sampsa ;
Troyanskaya, Olga G. ;
Lingjaerde, Ole Christian ;
Sahlberg, Kristine Kleivi ;
Kristensen, Vessela N. .
GENOME BIOLOGY, 2013, 14 (11)
[4]   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
[5]   Distinct patterns of DNA copy number alteration are associated with different clinicopathological features and gene-expression subtypes of breast cancer [J].
Bergamaschi, Anna ;
Kim, Young H. ;
Wang, Pei ;
Sorlie, Therese ;
Hernandez-Boussard, Tina ;
Lonning, Per E. ;
Tibshirani, Robert ;
Borresen-Dale, Anne-Lise ;
Pollack, Jonathan R. .
GENES CHROMOSOMES & CANCER, 2006, 45 (11) :1033-1040
[6]   MicroRNA-30c inhibits human breast tumour chemotherapy resistance by regulating TWF1 and IL-11 [J].
Bockhorn, Jessica ;
Dalton, Rachel ;
Nwachukwu, Chika ;
Huang, Simo ;
Prat, Aleix ;
Yee, Kathy ;
Chang, Ya-Fang ;
Huo, Dezheng ;
Wen, Yujia ;
Swanson, Kaitlin E. ;
Qiu, Tyler ;
Lu, Jun ;
Park, Seo Young ;
Dolan, M. Eileen ;
Perou, Charles M. ;
Olopade, Olufunmilayo I. ;
Clarke, Michael F. ;
Greene, Geoffrey L. ;
Liu, Huiping .
NATURE COMMUNICATIONS, 2013, 4
[7]   MicroRNA-30c targets cytoskeleton genes involved in breast cancer cell invasion [J].
Bockhorn, Jessica ;
Yee, Kathy ;
Chang, Ya-Fang ;
Prat, Aleix ;
Huo, Dezheng ;
Nwachukwu, Chika ;
Dalton, Rachel ;
Huang, Simo ;
Swanson, Kaitlin E. ;
Perou, Charles M. ;
Olopade, Olufunmilayo I. ;
Clarke, Michael F. ;
Greene, Geoffrey L. ;
Liu, Huiping .
BREAST CANCER RESEARCH AND TREATMENT, 2013, 137 (02) :373-382
[8]   MicroRNA signatures in human cancers [J].
Calin, George A. ;
Croce, Carlo M. .
NATURE REVIEWS CANCER, 2006, 6 (11) :857-866
[9]   Deregulated microRNAs in triple-negative breast cancer revealed by deep sequencing [J].
Chang, Yao-Yin ;
Kuo, Wen-Hung ;
Hung, Jui-Hui ;
Lee, Chien-Yueh ;
Lee, Yung-Hua ;
Chang, Ya-Chu ;
Lin, Wen-Chun ;
Shen, Cheng-Ying ;
Huang, Chiun-Sheng ;
Hsieh, Fon-Jou ;
Lai, Liang-Chuan ;
Tsai, Mong-Hsun ;
Chang, King-Jen ;
Chuang, Eric Y. .
MOLECULAR CANCER, 2015, 14
[10]   An Essential Mesenchymal Function for miR-143/145 in Intestinal Epithelial Regeneration [J].
Chivukula, Raghu R. ;
Shi, Guanglu ;
Acharya, Asha ;
Mills, Eric W. ;
Zeitels, Lauren R. ;
Anandam, Joselin L. ;
Abdelnaby, Abier A. ;
Balch, Glen C. ;
Mansour, John C. ;
Yopp, Adam C. ;
Maitra, Anirban ;
Mendell, Joshua T. .
CELL, 2014, 157 (05) :1104-1116