Use of DNA-Damaging Agents and RNA Pooling to Assess Expression Profiles Associated with BRCA1 and BRCA2 Mutation Status in Familial Breast Cancer Patients

被引:7
作者
Walker, Logan C. [1 ]
Thompson, Bryony A. [1 ]
Waddell, Nic [1 ]
Grimmond, Sean M. [3 ]
Spurdle, Amanda B. [1 ]
机构
[1] Queensland Inst Med Res, Genet & Populat Hlth Div, Brisbane, Qld 4006, Australia
[2] Peter MacCallum Canc Ctr, Melbourne, Vic, Australia
[3] Univ Queensland, Genom & Computat Biol Div, Inst Mol Biosci, Brisbane, Qld, Australia
来源
PLOS GENETICS | 2010年 / 6卷 / 02期
基金
英国医学研究理事会;
关键词
FANCONI-ANEMIA; MESSENGER-RNA; MICROARRAY EXPERIMENTS; MOLECULAR PORTRAITS; CLASSIFICATION; PREDICTION; DIAGNOSIS; PROTEIN; SAMPLES; TUMORS;
D O I
10.1371/journal.pgen.1000850
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
A large number of rare sequence variants of unknown clinical significance have been identified in the breast cancer susceptibility genes, BRCA1 and BRCA2. Laboratory-based methods that can distinguish between carriers of pathogenic mutations and non-carriers are likely to have utility for the classification of these sequence variants. To identify predictors of pathogenic mutation status in familial breast cancer patients, we explored the use of gene expression arrays to assess the effect of two DNA-damaging agents (irradiation and mitomycin C) on cellular response in relation to BRCA1 and BRCA2 mutation status. A range of regimes was used to treat 27 lymphoblastoid cell-lines (LCLs) derived from affected women in high-risk breast cancer families (nine BRCA1, nine BRCA2, and nine non-BRCA1/2 or BRCAX individuals) and nine LCLs from healthy individuals. Using an RNA-pooling strategy, we found that treating LCLs with 1.2 mu M mitomycin C and measuring the gene expression profiles 1 hour post-treatment had the greatest potential to discriminate BRCA1, BRCA2, and BRCAX mutation status. A classifier was built using the expression profile of nine QRT-PCR validated genes that were associated with BRCA1, BRCA2, and BRCAX status in RNA pools. These nine genes could distinguish BRCA1 from BRCA2 carriers with 83% accuracy in individual samples, but three-way analysis for BRCA1, BRCA2, and BRCAX had a maximum of 59% prediction accuracy. Our results suggest that, compared to BRCA1 and BRCA2 mutation carriers, non-BRCA1/2 (BRCAX) individuals are genetically heterogeneous. This study also demonstrates the effectiveness of RNA pools to compare the expression profiles of cell-lines from BRCA1, BRCA2, and BRCAX cases after treatment with irradiation and mitomycin C as a method to prioritize treatment regimes for detailed downstream expression analysis.
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页数:9
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共 41 条
  • [1] Agrawal D, 2002, J NATL CANCER I, V94, P513
  • [2] Lower level of BRCA2 protein in heterozygous mutation carriers is correlated with an increase in DNA double strand breaks and an impaired DSB repair
    Arnold, Katrin
    Kim, Min-Kyoung
    Frerk, Katrin
    Edler, Lutz
    Savelyeva, Larissa
    Schmezer, Peter
    Wiedemeyer, Ruprecht
    [J]. CANCER LETTERS, 2006, 243 (01) : 90 - 100
  • [3] Natural variation in human gene expression assessed in lymphoblastoid cells
    Cheung, VG
    Conlin, LK
    Weber, TM
    Arcaro, M
    Jen, KY
    Morley, M
    Spielman, RS
    [J]. NATURE GENETICS, 2003, 33 (03) : 422 - 425
  • [4] Genetic variation in radiation-induced expression phenotypes
    Correa, CR
    Cheung, VG
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2004, 75 (05) : 885 - 890
  • [5] Comparison of discrimination methods for the classification of tumors using gene expression data
    Dudoit, S
    Fridlyand, J
    Speed, TP
    [J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2002, 97 (457) : 77 - 87
  • [6] Intra- and interspecific variation in primate gene expression patterns
    Enard, W
    Khaitovich, P
    Klose, J
    Zöllner, S
    Heissig, F
    Giavalisco, P
    Nieselt-Struwe, K
    Muchmore, E
    Varki, A
    Ravid, R
    Doxiadis, GM
    Bontrop, RE
    Pääbo, S
    [J]. SCIENCE, 2002, 296 (5566) : 340 - 343
  • [7] Stromal gene expression predicts clinical outcome in breast cancer
    Finak, Greg
    Bertos, Nicholas
    Pepin, Francois
    Sadekova, Svetlana
    Souleimanova, Margarita
    Zhao, Hong
    Chen, Haiying
    Omeroglu, Gulbeyaz
    Meterissian, Sarkis
    Omeroglu, Atilla
    Hallett, Michael
    Park, Morag
    [J]. NATURE MEDICINE, 2008, 14 (05) : 518 - 527
  • [8] Loss of the Fanconi anemia group C protein activity results in an inability to activate caspase-3 after ionizing radiation
    Guillouf, C
    Vit, JP
    Rosselli, F
    [J]. BIOCHIMIE, 2000, 82 (01) : 51 - 58
  • [9] Gene-expression profiles in hereditary breast cancer.
    Hedenfalk, I
    Duggan, D
    Chen, YD
    Radmacher, M
    Bittner, M
    Simon, R
    Meltzer, P
    Gusterson, B
    Esteller, M
    Kallioniemi, OP
    Wilfond, B
    Borg, Å
    Trent, J
    Raffeld, M
    Yakhini, Z
    Ben-Dor, A
    Dougherty, E
    Kononen, J
    Bubendorf, L
    Fehrle, W
    Pittaluga, S
    Gruvberger, S
    Loman, N
    Johannsoson, O
    Olsson, H
    Sauter, G
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2001, 344 (08) : 539 - 548
  • [10] Molecular classification of familial non-BRCA1/BRCA2 breast cancer
    Hedenfalk, I
    Ringnér, M
    Ben-Dor, A
    Yakhini, Z
    Chen, Y
    Chebil, G
    Ach, R
    Loman, N
    Olsson, H
    Meltzer, P
    Borg, Å
    Trent, J
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2003, 100 (05) : 2532 - 2537