Skip to main content
Erschienen in: Cellular Oncology 1/2013

01.02.2013 | Original Paper

Detection limits of DNA copy number alterations in heterogeneous cell populations

verfasst von: Oscar Krijgsman, Daniëlle Israeli, Hendrik F. van Essen, Paul P. Eijk, Michel L. M. Berens, Clemens H. M. Mellink, Aggie W. Nieuwint, Marjan M. Weiss, Renske D. M. Steenbergen, Gerrit A. Meijer, Bauke Ylstra

Erschienen in: Cellular Oncology | Ausgabe 1/2013

Einloggen, um Zugang zu erhalten

Abstract

Background

Array Comparative Genomic Hybridization (aCGH) is a widely used technique to assess chromosomal copy number alterations. Chromosomal content, however, is often not uniform throughout cell populations. Here we evaluated to what extent aCGH can detect DNA copy number alterations in heterogeneous cell populations. A systematic evaluation is currently lacking, despite its importance in diagnostics and research. The detection limits reported are a compound of analytical software and laboratory techniques and do not account for the number of probes in relation to sample homogeneity.

Methods

Detection limits were explored with DNA isolated from a patient with intellectual disability (ID) and from tumor cell line BT474. Both were diluted with increasing amounts of normal DNA to simulate different levels of cellularity. Samples were hybridized on microarrays containing 180,880 oligonucleotides evenly distributed over the genome (spacing ~17 kb).

Results

Single copy number alterations, represented by down to 249 probes (4 Mb) and present in 10 % of a cell population, could be detected. Alterations encompassing as few as 14 probes (~238 Kb) could also be detected, but for this a 35 % mosaic level was required.

Conclusions

DNA copy number alterations can be detected in cell populations containing 10 % abnormal cells. Detection of sub-megabase alterations requires a higher percentage of abnormal cells or microarrays with a higher probe density.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat A.E. Oostlander, G.A. Meijer, B. Ylstra, Microarray-based comparative genomic hybridization and its applications in human genetics. Clin. Genet. 66, 488–495 (2004)PubMedCrossRef A.E. Oostlander, G.A. Meijer, B. Ylstra, Microarray-based comparative genomic hybridization and its applications in human genetics. Clin. Genet. 66, 488–495 (2004)PubMedCrossRef
2.
Zurück zum Zitat L.E. Vissers, B.B. de Vries, J.A. Veltman, Genomic microarrays in mental retardation: from copy number variation to gene, from research to diagnosis. J Med Genet. 47(5), 289–297 (2010)PubMedCrossRef L.E. Vissers, B.B. de Vries, J.A. Veltman, Genomic microarrays in mental retardation: from copy number variation to gene, from research to diagnosis. J Med Genet. 47(5), 289–297 (2010)PubMedCrossRef
3.
Zurück zum Zitat D. Pinkel, D.G. Albertson, Array comparative genomic hybridization and its applications in cancer. Nat. Genet. 37(Suppl), S11–S17 (2005)PubMedCrossRef D. Pinkel, D.G. Albertson, Array comparative genomic hybridization and its applications in cancer. Nat. Genet. 37(Suppl), S11–S17 (2005)PubMedCrossRef
4.
Zurück zum Zitat K. Wang, J. Li, S. Li, L. Bolund, C. Wiuf, Estimation of tumor heterogeneity using CGH array data. BMC Bioinforma. 10, 12 (2009)CrossRef K. Wang, J. Li, S. Li, L. Bolund, C. Wiuf, Estimation of tumor heterogeneity using CGH array data. BMC Bioinforma. 10, 12 (2009)CrossRef
5.
Zurück zum Zitat C. Curtis, A.G. Lynch, M.J. Dunning, I. Spiteri, J.C. Marioni, J. Hadfield, S.F. Chin, J.D. Brenton, S. Tavaré, C. Caldas, The pitfalls of platform comparison: DNA copy number array technologies assessed. BMC Genomics. 10, 588 (2009)PubMedCrossRef C. Curtis, A.G. Lynch, M.J. Dunning, I. Spiteri, J.C. Marioni, J. Hadfield, S.F. Chin, J.D. Brenton, S. Tavaré, C. Caldas, The pitfalls of platform comparison: DNA copy number array technologies assessed. BMC Genomics. 10, 588 (2009)PubMedCrossRef
6.
Zurück zum Zitat B.C. Ballif, E.A. Rorem, K. Sundin, M. Lincicum, S. Gaskin, J. Coppinger, C.D. Kashork, L.G. Shaffer, B.A. Bejjani, Detection of low-level mosaicism by array CGH in routine diagnostic specimens. Am J Med Genet Part A 140A, 2757–2767 (2006)CrossRef B.C. Ballif, E.A. Rorem, K. Sundin, M. Lincicum, S. Gaskin, J. Coppinger, C.D. Kashork, L.G. Shaffer, B.A. Bejjani, Detection of low-level mosaicism by array CGH in routine diagnostic specimens. Am J Med Genet Part A 140A, 2757–2767 (2006)CrossRef
7.
Zurück zum Zitat S.W. Cheung, C.A. Shaw, D.A. Scott, A. Patel, T. Sahoo, C.A. Bacino, A. Pursley, J. Li, R. Erickson, A.L. Gropman, D.T. Miller, M.R. Seashore, A.M. Summers, P. Stankiewicz, A.C. Chinault, J.R. Lupski, A.L. Beaudet, V.R. Sutton et al., Microarray-based CGH detects chromosomal mosaicism not revealed by conventional cytogenetics. Am J Med Genet Part A 143A, 1679–1686 (2007)PubMedCrossRef S.W. Cheung, C.A. Shaw, D.A. Scott, A. Patel, T. Sahoo, C.A. Bacino, A. Pursley, J. Li, R. Erickson, A.L. Gropman, D.T. Miller, M.R. Seashore, A.M. Summers, P. Stankiewicz, A.C. Chinault, J.R. Lupski, A.L. Beaudet, V.R. Sutton et al., Microarray-based CGH detects chromosomal mosaicism not revealed by conventional cytogenetics. Am J Med Genet Part A 143A, 1679–1686 (2007)PubMedCrossRef
8.
Zurück zum Zitat C. Garnis, B.P. Coe, S.L. Lam, C. MacAulay, W.L. Lam, High-resolution array CGH increases heterogeneity tolerance in the analysis of clinical samples. Genomics 85(6), 790–793 (2005)PubMedCrossRef C. Garnis, B.P. Coe, S.L. Lam, C. MacAulay, W.L. Lam, High-resolution array CGH increases heterogeneity tolerance in the analysis of clinical samples. Genomics 85(6), 790–793 (2005)PubMedCrossRef
9.
Zurück zum Zitat N.A. Johnson, R.A. Hamoudi, K. Ichimura, L. Liu, D.M. Pearson, V.P. Collins, M.Q. Du, Application of array CGH on archival formalin-fixed paraffin-embedded tissues including small numbers of microdissected cells. Lab Invest 86, 968–978 (2006)PubMedCrossRef N.A. Johnson, R.A. Hamoudi, K. Ichimura, L. Liu, D.M. Pearson, V.P. Collins, M.Q. Du, Application of array CGH on archival formalin-fixed paraffin-embedded tissues including small numbers of microdissected cells. Lab Invest 86, 968–978 (2006)PubMedCrossRef
10.
Zurück zum Zitat J.R. Vermeesch, C. Melotte, G. Froyen, V.S. Van, B. Dutta, N. Maas, S. Vermeulen, B. Menten, F. Speleman, M.B. De, H.P. Van, P. Marynen, J.P. Fryns, K. Devriendt, Molecular karyotyping: array CGH quality criteria for constitutional genetic diagnosis. J. Histochem. Cytochem. 53, 413–422 (2005)PubMedCrossRef J.R. Vermeesch, C. Melotte, G. Froyen, V.S. Van, B. Dutta, N. Maas, S. Vermeulen, B. Menten, F. Speleman, M.B. De, H.P. Van, P. Marynen, J.P. Fryns, K. Devriendt, Molecular karyotyping: array CGH quality criteria for constitutional genetic diagnosis. J. Histochem. Cytochem. 53, 413–422 (2005)PubMedCrossRef
11.
Zurück zum Zitat B. Ylstra, P. van den Ijssel, B. Carvalho, R.H. Brakenhoff, G.A. Meijer, BAC to the future! or oligonucleotides: a perspective for micro array comparative genomic hybridization (array CGH). Nucleic Acids Res. 34(2), 445–450 (2006)PubMedCrossRef B. Ylstra, P. van den Ijssel, B. Carvalho, R.H. Brakenhoff, G.A. Meijer, BAC to the future! or oligonucleotides: a perspective for micro array comparative genomic hybridization (array CGH). Nucleic Acids Res. 34(2), 445–450 (2006)PubMedCrossRef
12.
Zurück zum Zitat D. Pinto, K. Darvishi, X. Shi, D. Rajan, D. Rigler, T. Fitzgerald, A.C. Lionel, B. Thiruvahindrapuram, J.R. Macdonald, R. Mills, A. Prasad, K. Noonan, S. Gribble, E. Prigmore, P.K. Donahoe, R.S. Smith, J.H. Park, M.E. Hurles, N.P. Carter, C. Lee, S.W. Scherer, L. Feuk, Comprehensive assessment of array-based platforms and calling algorithms for detection of copy number variants. Nat. Biotechnol. 29(6), 512–520 (2011)PubMedCrossRef D. Pinto, K. Darvishi, X. Shi, D. Rajan, D. Rigler, T. Fitzgerald, A.C. Lionel, B. Thiruvahindrapuram, J.R. Macdonald, R. Mills, A. Prasad, K. Noonan, S. Gribble, E. Prigmore, P.K. Donahoe, R.S. Smith, J.H. Park, M.E. Hurles, N.P. Carter, C. Lee, S.W. Scherer, L. Feuk, Comprehensive assessment of array-based platforms and calling algorithms for detection of copy number variants. Nat. Biotechnol. 29(6), 512–520 (2011)PubMedCrossRef
13.
Zurück zum Zitat J.R. González, B. Rodríguez-Santiago, A. Cáceres, R. Pique-Regi, N. Rothman, S.J. Chanock, L. Armengol, L.A. Pérez-Jurado, A fast and accurate method to detect allelic genomic imbalances underlying mosaic rearrangements using SNP array data. BMC Bioinforma. 12, 166 (2011)CrossRef J.R. González, B. Rodríguez-Santiago, A. Cáceres, R. Pique-Regi, N. Rothman, S.J. Chanock, L. Armengol, L.A. Pérez-Jurado, A fast and accurate method to detect allelic genomic imbalances underlying mosaic rearrangements using SNP array data. BMC Bioinforma. 12, 166 (2011)CrossRef
14.
Zurück zum Zitat S.A. Scott, N. Cohen, T. Brandt, G. Toruner, R.J. Desnick, L. Edelmann, Detection of low-level mosaicism and placental mosaicism by oligonucleotide array comparative genomic hybridization. Genet Med. 12(2), 85–92 (2010)PubMedCrossRef S.A. Scott, N. Cohen, T. Brandt, G. Toruner, R.J. Desnick, L. Edelmann, Detection of low-level mosaicism and placental mosaicism by oligonucleotide array comparative genomic hybridization. Genet Med. 12(2), 85–92 (2010)PubMedCrossRef
15.
Zurück zum Zitat R. Valli, C. Marletta, B. Pressato, G. Montalbano, F. Lo Curto, F. Pasquali, E. Maserati, Comparative genomic hybridization on microarray (a-CGH) in constitutional and acquired mosaicism may detect as low as 8% abnormal cells. Mol. Cytogenet. 4, 13 (2011)PubMedCrossRef R. Valli, C. Marletta, B. Pressato, G. Montalbano, F. Lo Curto, F. Pasquali, E. Maserati, Comparative genomic hybridization on microarray (a-CGH) in constitutional and acquired mosaicism may detect as low as 8% abnormal cells. Mol. Cytogenet. 4, 13 (2011)PubMedCrossRef
16.
Zurück zum Zitat K. Szuhai, I. Jennes, D. de Jong, J.V. Bovée, M. Wiweger, W. Wuyts, P.C. Hogendoorn, Tiling resolution array-CGH shows that somatic mosaic deletion of the EXT gene is causative in EXT gene mutation negative multiple osteochondromas patients. Hum. Mutat. 32(2), E2036–E2049 (2011). doi:10.1002/humu.21423 PubMedCrossRef K. Szuhai, I. Jennes, D. de Jong, J.V. Bovée, M. Wiweger, W. Wuyts, P.C. Hogendoorn, Tiling resolution array-CGH shows that somatic mosaic deletion of the EXT gene is causative in EXT gene mutation negative multiple osteochondromas patients. Hum. Mutat. 32(2), E2036–E2049 (2011). doi:10.​1002/​humu.​21423 PubMedCrossRef
17.
Zurück zum Zitat E.S. Venkatraman, A.B. Olshen, A faster circular binary segmentation algorithm for the analysis of array CGH data. Bioinformatics 23(6), 657–663 (2007)PubMedCrossRef E.S. Venkatraman, A.B. Olshen, A faster circular binary segmentation algorithm for the analysis of array CGH data. Bioinformatics 23(6), 657–663 (2007)PubMedCrossRef
18.
Zurück zum Zitat O. Krijgsman, D. Israeli, J.C. Haan, H.F. van Essen, S.J. Smeets, P.P. Eijk, M. Steenbergen RD, K. Kok, S. Tejpar, G.A. Meijer, B. Ylstra, CGH arrays compared for DNA isolated from formalin-fixed, paraffin-embedded material. Gene. Chromosome. Canc. 51(4), 344–352 (2012). doi:10.1002/gcc.21920 CrossRef O. Krijgsman, D. Israeli, J.C. Haan, H.F. van Essen, S.J. Smeets, P.P. Eijk, M. Steenbergen RD, K. Kok, S. Tejpar, G.A. Meijer, B. Ylstra, CGH arrays compared for DNA isolated from formalin-fixed, paraffin-embedded material. Gene. Chromosome. Canc. 51(4), 344–352 (2012). doi:10.​1002/​gcc.​21920 CrossRef
19.
Zurück zum Zitat T.E. Buffart, D. Israeli, M. Tijssen, S.J. Vosse, A. Mrsić, G.A. Meijer, B. Ylstra, Across array comparative genomic hybridization: a strategy to reduce reference channel hybridizations. Gene. Chromosome. Canc. 47(11), 994–1004 (2008)CrossRef T.E. Buffart, D. Israeli, M. Tijssen, S.J. Vosse, A. Mrsić, G.A. Meijer, B. Ylstra, Across array comparative genomic hybridization: a strategy to reduce reference channel hybridizations. Gene. Chromosome. Canc. 47(11), 994–1004 (2008)CrossRef
20.
Zurück zum Zitat K. Jong, E. Marchiori, A. van der Vaart, S.F. Chin, B. Carvalho, M. Tijssen, P.P. Eijk, P. van den Ijssel, H. Grabsch, P. Quirke, J.J. Oudejans, G.A. Meijer, C. Caldas, B. Ylstra, Cross-platform array comparative genomic hybridization meta-analysis separates hematopoietic and mesenchymal from epithelial tumors. Oncogene 26(10), 1499–1506 (2007)PubMedCrossRef K. Jong, E. Marchiori, A. van der Vaart, S.F. Chin, B. Carvalho, M. Tijssen, P.P. Eijk, P. van den Ijssel, H. Grabsch, P. Quirke, J.J. Oudejans, G.A. Meijer, C. Caldas, B. Ylstra, Cross-platform array comparative genomic hybridization meta-analysis separates hematopoietic and mesenchymal from epithelial tumors. Oncogene 26(10), 1499–1506 (2007)PubMedCrossRef
21.
Zurück zum Zitat D.J. Venter, S.J. Ramus, F.M. Hammet, M. de Silva, A.M. Hutchins, V. Petrovic, G. Price, J.E. Armes, Complex CGH alterations on chromosome arm 8p at candidate tumor suppressor gene loci in breast cancer cell lines. Canc. Genet. Cytogenet. 160(2), 134–140 (2005)CrossRef D.J. Venter, S.J. Ramus, F.M. Hammet, M. de Silva, A.M. Hutchins, V. Petrovic, G. Price, J.E. Armes, Complex CGH alterations on chromosome arm 8p at candidate tumor suppressor gene loci in breast cancer cell lines. Canc. Genet. Cytogenet. 160(2), 134–140 (2005)CrossRef
22.
Zurück zum Zitat D. Pinkel, R. Segraves, D. Sudar, S. Clark, I. Poole, D. Kowbel, C. Collins, W.L. Kuo, C. Chen, Y. Zhai, S.H. Dairkee, B.M. Ljung, J.W. Gray, D.G. Albertson, High resolution analysis of DNA copy number variation using comparative genomic hybridization to microarrays. Nat. Genet. 20(2), 207–211 (1998)PubMedCrossRef D. Pinkel, R. Segraves, D. Sudar, S. Clark, I. Poole, D. Kowbel, C. Collins, W.L. Kuo, C. Chen, Y. Zhai, S.H. Dairkee, B.M. Ljung, J.W. Gray, D.G. Albertson, High resolution analysis of DNA copy number variation using comparative genomic hybridization to microarrays. Nat. Genet. 20(2), 207–211 (1998)PubMedCrossRef
23.
Zurück zum Zitat M.A. van de Wiel, K.I. Kim, S.J. Vosse, W.N. van Wieringen, S.M. Wilting, B. Ylstra, CGHcall: calling aberrations for array CGH tumor profiles. Bioinformatics 23(7), 892–894 (2007)PubMedCrossRef M.A. van de Wiel, K.I. Kim, S.J. Vosse, W.N. van Wieringen, S.M. Wilting, B. Ylstra, CGHcall: calling aberrations for array CGH tumor profiles. Bioinformatics 23(7), 892–894 (2007)PubMedCrossRef
24.
Zurück zum Zitat B.P. Coe, B. Ylstra, B. Carvalho, G.A. Meijer, C. Macaulay, W.L. Lam, Resolving the resolution of array CGH. Genomics 89(5), 647–653 (2007)PubMedCrossRef B.P. Coe, B. Ylstra, B. Carvalho, G.A. Meijer, C. Macaulay, W.L. Lam, Resolving the resolution of array CGH. Genomics 89(5), 647–653 (2007)PubMedCrossRef
25.
Zurück zum Zitat N.P. Carter, Methods and strategies for analyzing copy number variation using DNA microarrays. Nat. Genet. 39(7 Suppl), S16–S21 (2007)PubMedCrossRef N.P. Carter, Methods and strategies for analyzing copy number variation using DNA microarrays. Nat. Genet. 39(7 Suppl), S16–S21 (2007)PubMedCrossRef
26.
Zurück zum Zitat R. Beroukhim, C.H. Mermel, D. Porter, G. Wei, S. Raychaudhuri, J. Donovan, J. Barretina, J.S. Boehm, J. Dobson, M. Urashima, K.T. Mc Henry, R.M. Pinchback, A.H. Ligon, Y.J. Cho, L. Haery, H. Greulich, M. Reich, W. Winckler, M.S. Lawrence, B.A. Weir, K.E. Tanaka, D.Y. Chiang, A.J. Bass, A. Loo, C. Hoffman, J. Prensner, T. Liefeld, Q. Gao, D. Yecies, S. Signoretti, E. Maher, F.J. Kaye, H. Sasaki, J.E. Tepper, J.A. Fletcher, J. Tabernero, J. Baselga, M.S. Tsao, F. Demichelis, M.A. Rubin, P.A. Janne, M.J. Daly, C. Nucera, R.L. Levine, B.L. Ebert, S. Gabriel, A.K. Rustgi, C.R. Antonescu, M. Ladanyi, A. Letai, L.A. Garraway, M. Loda, D.G. Beer, L.D. True, A. Okamoto, S.L. Pomeroy, S. Singer, T.R. Golub, E.S. Lander, G. Getz, W.R. Sellers, M. Meyerson, The landscape of somatic copy-number alteration across human cancers. Nature 463(7283), 899–905 (2010)PubMedCrossRef R. Beroukhim, C.H. Mermel, D. Porter, G. Wei, S. Raychaudhuri, J. Donovan, J. Barretina, J.S. Boehm, J. Dobson, M. Urashima, K.T. Mc Henry, R.M. Pinchback, A.H. Ligon, Y.J. Cho, L. Haery, H. Greulich, M. Reich, W. Winckler, M.S. Lawrence, B.A. Weir, K.E. Tanaka, D.Y. Chiang, A.J. Bass, A. Loo, C. Hoffman, J. Prensner, T. Liefeld, Q. Gao, D. Yecies, S. Signoretti, E. Maher, F.J. Kaye, H. Sasaki, J.E. Tepper, J.A. Fletcher, J. Tabernero, J. Baselga, M.S. Tsao, F. Demichelis, M.A. Rubin, P.A. Janne, M.J. Daly, C. Nucera, R.L. Levine, B.L. Ebert, S. Gabriel, A.K. Rustgi, C.R. Antonescu, M. Ladanyi, A. Letai, L.A. Garraway, M. Loda, D.G. Beer, L.D. True, A. Okamoto, S.L. Pomeroy, S. Singer, T.R. Golub, E.S. Lander, G. Getz, W.R. Sellers, M. Meyerson, The landscape of somatic copy-number alteration across human cancers. Nature 463(7283), 899–905 (2010)PubMedCrossRef
27.
Zurück zum Zitat R.J. Leary, J.C. Lin, J. Cummins, S. Boca, L.D. Wood, D.W. Parsons, S. Jones, T. Sjöblom, B.H. Park, R. Parsons, J. Willis, D. Dawson, J.K. Willson, T. Nikolskaya, Y. Nikolsky, L. Kopelovich, N. Papadopoulos, L.A. Pennacchio, T.L. Wang, S.D. Markowitz, G. Parmigiani, K.W. Kinzler, B. Vogelstein, V.E. Velculescu, Integrated analysis of homozygous deletions, focal amplifications, and sequence alterations in breast and colorectal cancers. Proc. Natl. Acad. Sci. U. S. A. 105(42), 16224–16229 (2008)PubMedCrossRef R.J. Leary, J.C. Lin, J. Cummins, S. Boca, L.D. Wood, D.W. Parsons, S. Jones, T. Sjöblom, B.H. Park, R. Parsons, J. Willis, D. Dawson, J.K. Willson, T. Nikolskaya, Y. Nikolsky, L. Kopelovich, N. Papadopoulos, L.A. Pennacchio, T.L. Wang, S.D. Markowitz, G. Parmigiani, K.W. Kinzler, B. Vogelstein, V.E. Velculescu, Integrated analysis of homozygous deletions, focal amplifications, and sequence alterations in breast and colorectal cancers. Proc. Natl. Acad. Sci. U. S. A. 105(42), 16224–16229 (2008)PubMedCrossRef
28.
Zurück zum Zitat R. Redon, S. Ishikawa, K.R. Fitch, L. Feuk, G.H. Perry, T.D. Andrews, H. Fiegler, M.H. Shapero, A.R. Carson, W. Chen, E.K. Cho, S. Dallaire, J.L. Freeman, J.R. González, M. Gratacòs, J. Huang, D. Kalaitzopoulos, D. Komura, J.R. MacDonald, C.R. Marshall, R. Mei, L. Montgomery, K. Nishimura, K. Okamura, F. Shen, M.J. Somerville, J. Tchinda, A. Valsesia, C. Woodwark, F. Yang, J. Zhang, T. Zerjal, J. Zhang, L. Armengol, D.F. Conrad, X. Estivill, C. Tyler-Smith, N.P. Carter, H. Aburatani, C. Lee, K.W. Jones, S.W. Scherer, M.E. Hurles, Global variation in copy number in the human genome. Nature 444(7118), 444–454 (2006)PubMedCrossRef R. Redon, S. Ishikawa, K.R. Fitch, L. Feuk, G.H. Perry, T.D. Andrews, H. Fiegler, M.H. Shapero, A.R. Carson, W. Chen, E.K. Cho, S. Dallaire, J.L. Freeman, J.R. González, M. Gratacòs, J. Huang, D. Kalaitzopoulos, D. Komura, J.R. MacDonald, C.R. Marshall, R. Mei, L. Montgomery, K. Nishimura, K. Okamura, F. Shen, M.J. Somerville, J. Tchinda, A. Valsesia, C. Woodwark, F. Yang, J. Zhang, T. Zerjal, J. Zhang, L. Armengol, D.F. Conrad, X. Estivill, C. Tyler-Smith, N.P. Carter, H. Aburatani, C. Lee, K.W. Jones, S.W. Scherer, M.E. Hurles, Global variation in copy number in the human genome. Nature 444(7118), 444–454 (2006)PubMedCrossRef
29.
Zurück zum Zitat S.J. Smeets, U. Harjes, W.N. van Wieringen, D. Sie, R.H. Brakenhoff, G.A. Meijer, B. Ylstra, To DNA or not to DNA? That is the question, when it comes to molecular subtyping for the clinic!Clin. Cancer Res. 17(15), 4959–4964 (2011)CrossRef S.J. Smeets, U. Harjes, W.N. van Wieringen, D. Sie, R.H. Brakenhoff, G.A. Meijer, B. Ylstra, To DNA or not to DNA? That is the question, when it comes to molecular subtyping for the clinic!Clin. Cancer Res. 17(15), 4959–4964 (2011)CrossRef
30.
Zurück zum Zitat T.E. Buffart, B. Carvalho, T. Mons, R.M. Reis, C. Moutinho, P. Silva, N.C. van Grieken, M. Vieth, M. Stolte, C.J. van de Velde, E. Schrock, A. Matthaei, B. Ylstra, F. Carneiro, G.A. Meijer, DNA copy number profiles of gastric cancer precursor lesions. BMC Genomics. 8, 345 (2007)PubMedCrossRef T.E. Buffart, B. Carvalho, T. Mons, R.M. Reis, C. Moutinho, P. Silva, N.C. van Grieken, M. Vieth, M. Stolte, C.J. van de Velde, E. Schrock, A. Matthaei, B. Ylstra, F. Carneiro, G.A. Meijer, DNA copy number profiles of gastric cancer precursor lesions. BMC Genomics. 8, 345 (2007)PubMedCrossRef
31.
Zurück zum Zitat X.Y. Goh, J.R. Rees, A.L. Paterson, S.F. Chin, J.C. Marioni, V. Save, M. O'Donovan, P.P. Eijk, D. Alderson, B. Ylstra, C. Caldas, R.C. Fitzgerald, Integrative analysis of array-comparative genomic hybridisation and matched gene expression profiling data reveals novel genes with prognostic significance in oesophageal adenocarcinoma. Gut 60(10), 1317–1326 (2011)PubMedCrossRef X.Y. Goh, J.R. Rees, A.L. Paterson, S.F. Chin, J.C. Marioni, V. Save, M. O'Donovan, P.P. Eijk, D. Alderson, B. Ylstra, C. Caldas, R.C. Fitzgerald, Integrative analysis of array-comparative genomic hybridisation and matched gene expression profiling data reveals novel genes with prognostic significance in oesophageal adenocarcinoma. Gut 60(10), 1317–1326 (2011)PubMedCrossRef
32.
Zurück zum Zitat H.F. van Essen, B. Ylstra, High-resolution copy number profiling by array CGH using DNA isolated from formalin-fixed, paraffin-embedded tissues. Meth. Mol. Biol. 838, 329–341 (2012)CrossRef H.F. van Essen, B. Ylstra, High-resolution copy number profiling by array CGH using DNA isolated from formalin-fixed, paraffin-embedded tissues. Meth. Mol. Biol. 838, 329–341 (2012)CrossRef
33.
Zurück zum Zitat O. De Wever, M. Mareel, Role of tissue stroma in cancer cell invasion. J. Pathol. 200(4), 429–447 (2003)PubMedCrossRef O. De Wever, M. Mareel, Role of tissue stroma in cancer cell invasion. J. Pathol. 200(4), 429–447 (2003)PubMedCrossRef
34.
Zurück zum Zitat N.P. West, M. Dattani, P. McShane, G. Hutchins, J. Grabsch, W. Mueller, D. Treanor, P. Quirke, H. Grabsch, The proportion of tumour cells is an independent predictor for survival in colorectal cancer patients. Br. J. Cancer 102(10), 1519–1523 (2010)PubMedCrossRef N.P. West, M. Dattani, P. McShane, G. Hutchins, J. Grabsch, W. Mueller, D. Treanor, P. Quirke, H. Grabsch, The proportion of tumour cells is an independent predictor for survival in colorectal cancer patients. Br. J. Cancer 102(10), 1519–1523 (2010)PubMedCrossRef
35.
Zurück zum Zitat W.E. Mesker, J.M. Junggeburt, K. Szuhai, P. de Heer, H. Morreau, H.J. Tanke, R.A. Tollenaar, The carcinoma-stromal ratio of colon carcinoma is an independent factor for survival compared to lymph node status and tumor stage. Cell. Oncol. 29(5), 387–398 (2007)PubMed W.E. Mesker, J.M. Junggeburt, K. Szuhai, P. de Heer, H. Morreau, H.J. Tanke, R.A. Tollenaar, The carcinoma-stromal ratio of colon carcinoma is an independent factor for survival compared to lymph node status and tumor stage. Cell. Oncol. 29(5), 387–398 (2007)PubMed
36.
Zurück zum Zitat K. Tanaka, D. Yamamoto, M. Yamada, H. Okugawa, Influence of cellularity in human breast carcinoma. Breast 13(4), 334–340 (2004)PubMedCrossRef K. Tanaka, D. Yamamoto, M. Yamada, H. Okugawa, Influence of cellularity in human breast carcinoma. Breast 13(4), 334–340 (2004)PubMedCrossRef
37.
Zurück zum Zitat Y. Wu, H. Grabsch, T. Ivanova, I.B. Tan, J. Murray, C. H. Ooi, A. I. Wright, N. P. West, G. G. Hutchins, J. Wu, M. Lee, J. Lee, J. H. Koo, K. G. Yeoh, N. van Grieken, B. Ylstra, S. Y. Rha, J. A. Ajani, J.H. Cheong, S.H. Noh, K.H. Lim, A. Boussioutas, J.S. Lee, P. Tan. Comprehensive genomic meta-analysis identifies intra-tumoural stroma as a predictor of survival in patients with gastric cancer. Gut. (2012 Jun 26). [Epub ahead of print] Y. Wu, H. Grabsch, T. Ivanova, I.B. Tan, J. Murray, C. H. Ooi, A. I. Wright, N. P. West, G. G. Hutchins, J. Wu, M. Lee, J. Lee, J. H. Koo, K. G. Yeoh, N. van Grieken, B. Ylstra, S. Y. Rha, J. A. Ajani, J.H. Cheong, S.H. Noh, K.H. Lim, A. Boussioutas, J.S. Lee, P. Tan. Comprehensive genomic meta-analysis identifies intra-tumoural stroma as a predictor of survival in patients with gastric cancer. Gut. (2012 Jun 26). [Epub ahead of print]
38.
Zurück zum Zitat S.F. Chin, A.E. Teschendorff, J.C. Marioni, Y. Wang, N.L. Barbosa-Morais, N.P. Thorne, J.L. Costa, S.E. Pinder, M.A. van de Wiel, A.R. Green, I.O. Ellis, P.L. Porter, S. Tavaré, J.D. Brenton, B. Ylstra, C. Caldas, High-resolution aCGH and expression profiling identifies a novel genomic subtype of ER negative breast cancer. Genome Biol. 8(10), R215 (2007)PubMedCrossRef S.F. Chin, A.E. Teschendorff, J.C. Marioni, Y. Wang, N.L. Barbosa-Morais, N.P. Thorne, J.L. Costa, S.E. Pinder, M.A. van de Wiel, A.R. Green, I.O. Ellis, P.L. Porter, S. Tavaré, J.D. Brenton, B. Ylstra, C. Caldas, High-resolution aCGH and expression profiling identifies a novel genomic subtype of ER negative breast cancer. Genome Biol. 8(10), R215 (2007)PubMedCrossRef
Metadaten
Titel
Detection limits of DNA copy number alterations in heterogeneous cell populations
verfasst von
Oscar Krijgsman
Daniëlle Israeli
Hendrik F. van Essen
Paul P. Eijk
Michel L. M. Berens
Clemens H. M. Mellink
Aggie W. Nieuwint
Marjan M. Weiss
Renske D. M. Steenbergen
Gerrit A. Meijer
Bauke Ylstra
Publikationsdatum
01.02.2013
Verlag
Springer Netherlands
Erschienen in
Cellular Oncology / Ausgabe 1/2013
Print ISSN: 2211-3428
Elektronische ISSN: 2211-3436
DOI
https://doi.org/10.1007/s13402-012-0108-2

Weitere Artikel der Ausgabe 1/2013

Cellular Oncology 1/2013 Zur Ausgabe

Neu im Fachgebiet Pathologie

Molekularpathologische Untersuchungen im Wandel der Zeit

Open Access Biomarker Leitthema

Um auch an kleinen Gewebeproben zuverlässige und reproduzierbare Ergebnisse zu gewährleisten ist eine strenge Qualitätskontrolle in jedem Schritt des Arbeitsablaufs erforderlich. Eine nicht ordnungsgemäße Prüfung oder Behandlung des …

Vergleichende Pathologie in der onkologischen Forschung

Pathologie Leitthema

Die vergleichende experimentelle Pathologie („comparative experimental pathology“) ist ein Fachbereich an der Schnittstelle von Human- und Veterinärmedizin. Sie widmet sich der vergleichenden Erforschung von Gemeinsamkeiten und Unterschieden von …

Gastrointestinale Stromatumoren

Open Access GIST CME-Artikel

Gastrointestinale Stromatumoren (GIST) stellen seit über 20 Jahren ein Paradigma für die zielgerichtete Therapie mit Tyrosinkinaseinhibitoren dar. Eine elementare Voraussetzung für eine mögliche neoadjuvante oder adjuvante Behandlung bei …

Personalisierte Medizin in der Onkologie

Aufgrund des erheblichen technologischen Fortschritts in der molekularen und genetischen Diagnostik sowie zunehmender Erkenntnisse über die molekulare Pathogenese von Krankheiten hat in den letzten zwei Jahrzehnten ein grundlegender …