MMASS:: an optimized array-based method for assessing CpG island methylation

被引:34
作者
Ibrahim, Ashraf E. K. [1 ]
Thorne, Natalie P.
Baird, Katie
Barbosa-Morais, Nuno L.
Tavare, Simon
Collins, V. Peter
Wyllie, Andrew H.
Arends, Mark J.
Brenton, James D.
机构
[1] Addenbrookes Hosp, Div Mol Histopathol, Dept Pathol, Cambridge CB2 2XZ, England
[2] Univ Cambridge, Canc Genom Program, Dept Oncol, Hutchison MRC Res Ctr, Cambridge CB2 2XZ, England
[3] Univ Cambridge, Dept Appl Math & Theoret Phys, Hutchison MRC Res Ctr, Cambridge CB2 2XZ, England
[4] Univ Lisbon, Fac Med, Inst Mol Med, P-1649028 Lisbon, Portugal
关键词
D O I
10.1093/nar/gkl551
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We describe an optimized microarray method for identifying genome-wide CpG island methylation called microarray-based methylation assessment of single samples (MMASS) which directly compares methylated to unmethylated sequences within a single sample. To improve previous methods we used bioinformatic analysis to predict an optimized combination of methylation-sensitive enzymes that had the highest utility for CpG-island probes and different methods to produce unmethylated representations of test DNA for more sensitive detection of differential methylation by hybridization. Subtraction or methylation-dependent digestion with McrBC was used with optimized (MMASS-v2) or previously described (MMASS-v1, MMASS-sub) methylation-sensitive enzyme combinations and compared with a published McrBC method. Comparison was performed using DNA from the cell line HCT116. We show that the distribution of methylation microarray data is inherently skewed and requires exogenous spiked controls for normalization and that analysis of digestion of methylated and unmethylated control sequences together with linear fit models of replicate data showed superior statistical power for the MMASS-v2 method. Comparison with previous methylation data for HCT116 and validation of CpG islands from PXMP4, SFRP2, DCC, RARB and TSEN2 confirmed the accuracy of MMASS-v2 results. The MMASS-v2 method offers improved sensitivity and statistical power for high-throughput microarray identification of differential methylation.
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页数:12
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[1]   BASIC LOCAL ALIGNMENT SEARCH TOOL [J].
ALTSCHUL, SF ;
GISH, W ;
MILLER, W ;
MYERS, EW ;
LIPMAN, DJ .
JOURNAL OF MOLECULAR BIOLOGY, 1990, 215 (03) :403-410
[2]   Transgenes encompassing dual-promoter CpG islands from the human TBP and HNRPA2B1 loci are resistant to heterochromatin-mediated silencing [J].
Antoniou, M ;
Harland, L ;
Mustoe, T ;
Williams, S ;
Holdstock, J ;
Yague, E ;
Mulcahy, T ;
Griffiths, M ;
Edwards, S ;
Ioannou, PA ;
Mountain, A ;
Crombie, R .
GENOMICS, 2003, 82 (03) :269-279
[3]   The external RNA controls consortium: a progress report [J].
Baker, SC ;
Bauer, SR ;
Beyer, RP ;
Brenton, JD ;
Bromley, B ;
Burrill, J ;
Causton, H ;
Conley, MP ;
Elespuru, R ;
Fero, M ;
Foy, C ;
Fuscoe, J ;
Gao, XL ;
Gerhold, DL ;
Gilles, P ;
Goodsaid, F ;
Guo, X ;
Hackett, J ;
Hockett, RD ;
Ikonomi, P ;
Irizarry, RA ;
Kawasaki, ES ;
Kaysser-Kranich, T ;
Kerr, K ;
Kiser, G ;
Koch, WH ;
Lee, KY ;
Liu, CM ;
Liu, ZL ;
Lucas, A ;
Manohar, CF ;
Miyada, G ;
Modrusan, Z ;
Parkes, H ;
Puri, RK ;
Reid, L ;
Ryder, TB ;
Salit, M ;
Samaha, RR ;
Scherf, U ;
Sendera, TJ ;
Setterquist, RA ;
Shi, LM ;
Shippy, R ;
Soriano, JV ;
Wagar, EA ;
Warrington, JA ;
Williams, M ;
Wilmer, F ;
Wilson, M .
NATURE METHODS, 2005, 2 (10) :731-734
[4]   DNA methylation patterns and epigenetic memory [J].
Bird, A .
GENES & DEVELOPMENT, 2002, 16 (01) :6-21
[5]   Hemimethylation and non-CpG methylation levels in a promoter region of human LINE-1 (L1) repeated elements [J].
Burden, AF ;
Manley, NC ;
Clark, AD ;
Gartler, SM ;
Laird, CD ;
Hansen, RS .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2005, 280 (15) :14413-14419
[6]   Epigenome analyses using BAC microarrays identify evolutionary conservation of tissue-specific methylation of SHANK3 [J].
Ching, TT ;
Maunakea, AK ;
Jun, P ;
Hong, CB ;
Zardo, G ;
Pinkel, D ;
Albertson, DG ;
Fridlyand, J ;
Mao, JH ;
Shchors, K ;
Weiss, WA ;
Costello, JF .
NATURE GENETICS, 2005, 37 (06) :645-651
[7]   PURIFICATION OF CPG ISLANDS USING A METHYLATED DNA-BINDING COLUMN [J].
CROSS, SH ;
CHARLTON, JA ;
NAN, XS ;
BIRD, AP .
NATURE GENETICS, 1994, 6 (03) :236-244
[8]   Loss of IGF2 imprinting:: A potential marker of colorectal cancer risk [J].
Cui, HM ;
Cruz-Correa, M ;
Giardiello, FM ;
Hutcheon, DF ;
Kafonek, DR ;
Brandenburg, S ;
Wu, YQ ;
He, XB ;
Powe, NR ;
Feinberg, AP .
SCIENCE, 2003, 299 (5613) :1753-1755
[9]  
Dudoit S, 2002, STAT SINICA, V12, P111
[10]   Reproducible research: A bioinformatics case study [J].
Gentleman, Robert .
STATISTICAL APPLICATIONS IN GENETICS AND MOLECULAR BIOLOGY, 2005, 4