Real-time PCR assay based on the differential expression of microRNAs and protein-coding genes for molecular classification of formalin-fixed paraffin embedded medulloblastomas

被引:75
作者
Kunder, Ratika [1 ]
Jalali, Rakesh [2 ]
Sridhar, Epari [1 ]
Moiyadi, Aliasgar [1 ]
Goel, Naina [3 ,5 ]
Goel, Atul [4 ,5 ]
Gupta, Tejpal [1 ]
Krishnatry, Rahul [2 ]
Kannan, Sadhana [1 ]
Kurkure, Purna [2 ]
Deopujari, Chandrashekhar [6 ]
Shetty, Prakash [1 ]
Biyani, Naresh [6 ]
Korshunov, Andrey [7 ]
Pfister, Stefan M. [7 ]
Northcott, Paul A. [7 ]
Shirsat, Neelam Vishwanath [1 ]
机构
[1] Tata Mem Hosp, Adv Ctr Treatment Res & Educ Canc, Navi Mumbai 410210, India
[2] Tata Mem Hosp, Tata Mem Ctr, Bombay 400012, Maharashtra, India
[3] Seth GS Med Coll, Dept Pathol, Bombay, Maharashtra, India
[4] Seth GS Med Coll, Dept Neurosurg, Bombay, Maharashtra, India
[5] King Edward Mem Hosp, Bombay, Maharashtra, India
[6] Bombay Hosp & Med Res Ctr, Bombay, Maharashtra, India
[7] German Canc Res Ctr, Div Pediat Neurooncol, Heidelberg, Germany
关键词
Indian cohort; medulloblastoma; miRNA; molecular classification; risk stratification; RNA ISOLATION; SAMPLES; CANCER; SIGNATURES; SUBGROUPS; PATHWAY; TISSUES; MIRNAS;
D O I
10.1093/neuonc/not123
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Medulloblastoma has recently been found to consist of 4 molecularly and clinically distinct subgroups: WNT, Sonce hedgehog (SHH), Group 3, and Group 4. Deregulated microRNA expression is known to contribute to pathogenesis and has been shown to have diagnostic and prognostic potential in the classification of various cancers. Molecular subgrouping and microRNA expression analysis of 44 frozen and 59 formalin-fixed paraffin embedded medulloblastomas from an Indian cohort were carried out by real-time RT-PCR assay. The differential expression of 9 microRNAs in the 4 molecular subgroups was validated in a set of 101 medulloblastomas. The tumors in the WNT subgroup showed significant (P .0001) overexpression of miR-193a-3p, miR-224, miR-148a, miR-23b, and miR-365. Reliable classification of medulloblastomas into the 4 molecular subgroups was obtained using a set of 12 protein-coding genes and 9 microRNAs as markers in a real-time RT-PCR assay with an accuracy of 97 as judged by the Prediction Analysis of Microarrays. Age at diagnosis, histology, gender-related incidence, and the relative survival rates of the 4 molecular subgroups in the present Indian cohort were found to be similar to those reported for medulloblastomas from the American and European subcontinent. Non-WNT, nonSHH medulloblastomas underexpressing miR-592 or overexpressing miR-182 were found to have significantly inferior survival rates, indicating utility of these miRNAs as markers for risk stratification. The microRNA based real-time PCR assay is rapid, simple, inexpensive, and useful for molecular classification and risk stratification of medulloblastomas, in particular formalin-fixed paraffin embedded tissues, wherein the expression profile of protein-coding genes is often less reliable due to RNA fragmentation.
引用
收藏
页码:1644 / 1651
页数:8
相关论文
共 23 条
[1]   MicroRNA pathways in flies and worms: Growth, death, fat, stress, and timing [J].
Ambros, V .
CELL, 2003, 113 (06) :673-676
[2]   Medulloblastomas: update on a heterogeneous disease [J].
Bourdeaut, Franck ;
Miquel, Catherine ;
Alapetite, Claire ;
Roujeau, Thomas ;
Doz, Francois .
CURRENT OPINION IN ONCOLOGY, 2011, 23 (06) :630-637
[3]   MicroRNA signatures in human cancers [J].
Calin, George A. ;
Croce, Carlo M. .
NATURE REVIEWS CANCER, 2006, 6 (11) :857-866
[4]   Integrative Genomic Analysis of Medulloblastoma Identifies a Molecular Subgroup That Drives Poor Clinical Outcome [J].
Cho, Yoon-Jae ;
Tsherniak, Aviad ;
Tamayo, Pablo ;
Santagata, Sandro ;
Ligon, Azra ;
Greulich, Heidi ;
Berhoukim, Rameen ;
Amani, Vladimir ;
Goumnerova, Liliana ;
Eberhart, Charles G. ;
Lau, Ching C. ;
Olson, James M. ;
Gilbertson, Richard J. ;
Gajjar, Amar ;
Delattre, Olivier ;
Kool, Marcel ;
Ligon, Keith ;
Meyerson, Matthew ;
Mesirov, Jill P. ;
Pomeroy, Scott L. .
JOURNAL OF CLINICAL ONCOLOGY, 2011, 29 (11) :1424-1430
[5]  
CHOMCZYNSKI P, 1987, ANAL BIOCHEM, V162, P156, DOI 10.1016/0003-2697(87)90021-2
[6]   miRNAs, cancer, and stem cell division [J].
Croce, CM ;
Calin, GA .
CELL, 2005, 122 (01) :6-7
[7]   Origin, evolution, and biological role of miRNA cluster in DLK-DIO3 genomic region in placental mammals [J].
Glazov, Evgeny A. ;
McWilliam, Sean ;
Barris, Wesley C. ;
Dalrymple, Brian P. .
MOLECULAR BIOLOGY AND EVOLUTION, 2008, 25 (05) :939-948
[8]   Distinctive microRNA signature of medulloblastomas associated with the WNT signaling pathway [J].
Gokhale, Amit ;
Kunder, Ratika ;
Goel, Atul ;
Sarin, Rajiv ;
Moiyadi, Aliasgar ;
Shenoy, Asha ;
Mamidipally, Chandrasekhar ;
Noronha, Santosh ;
Kannan, Sadhana ;
Shirsat, Neelam Vishwanath .
JOURNAL OF CANCER RESEARCH AND THERAPEUTICS, 2010, 6 (04) :521-529
[9]   Enhanced stability of microRNA expression facilitates classification of FFPE tumour samples exhibiting near total mRNA degradation [J].
Hall, J. S. ;
Taylor, J. ;
Valentine, H. R. ;
Irlam, J. J. ;
Eustace, A. ;
Hoskin, P. J. ;
Miller, C. J. ;
West, C. M. L. .
BRITISH JOURNAL OF CANCER, 2012, 107 (04) :684-694
[10]   microRNA involvement in human cancer [J].
Iorio, Marilena V. ;
Croce, Carlo M. .
CARCINOGENESIS, 2012, 33 (06) :1126-1133