Literature DB >> 20377451

Optimizing PCR assays for DNA-based cancer diagnostics.

Ali Bashir1, Qing Lu, Dennis Carson, Benjamin J Raphael, Yu-Tsueng Liu, Vineet Bafna.   

Abstract

Somatically acquired DNA rearrangements are characteristic of many cancers. The use of these mutations as diagnostic markers is challenging, because tumor cells are frequently admixed with normal cells, particularly in early stage tumor samples, and thus the samples contain a high background of normal DNA. Detection is further confounded by the fact that the rearrangement boundaries are not conserved across individuals, and might vary over hundreds of kilobases. Here, we present an algorithm for designing polymerase chain reaction (PCR) primers and oligonucleotide probes to assay for these variant rearrangements. Specifically, the primers and probes tile the entire genomic region surrounding a rearrangement, so as to amplify the mutant DNA over a wide range of possible breakpoints and robustly assay for the amplified signal on an array. Our solution involves the design of a complex combinatorial optimization problem, and also includes a novel alternating multiplexing strategy that makes efficient detection possible. Simulations show that we can achieve near-optimal detection in many different cases, even when the regions are highly non-symmetric. Additionally, we prove that the suggested multiplexing strategy is optimal in breakpoint detection. We applied our technique to create a custom design to assay for genomic lesions in several cancer cell-lines associated with a disruption in the CDKN2A locus. The CDKN2A deletion has highly variable boundaries across many cancers. We successfully detect the breakpoint in all cell-lines, even when the region has undergone multiple rearrangements. These results point to the development of a successful protocol for early diagnosis and monitoring of cancer. For online Supplementary Material, see www.liebertonline.com.

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Year:  2010        PMID: 20377451      PMCID: PMC3213025          DOI: 10.1089/cmb.2009.0203

Source DB:  PubMed          Journal:  J Comput Biol        ISSN: 1066-5277            Impact factor:   1.479


  16 in total

1.  Optimization by simulated annealing.

Authors:  S Kirkpatrick; C D Gelatt; M P Vecchi
Journal:  Science       Date:  1983-05-13       Impact factor: 47.728

Review 2.  p16(MTS-1/CDKN2/INK4a) in cancer progression.

Authors:  J W Rocco; D Sidransky
Journal:  Exp Cell Res       Date:  2001-03-10       Impact factor: 3.905

Review 3.  Highly parallel genomic assays.

Authors:  Jian-Bing Fan; Mark S Chee; Kevin L Gunderson
Journal:  Nat Rev Genet       Date:  2006-08       Impact factor: 53.242

4.  Identification of somatically acquired rearrangements in cancer using genome-wide massively parallel paired-end sequencing.

Authors:  Peter J Campbell; Philip J Stephens; Erin D Pleasance; Sarah O'Meara; Heng Li; Thomas Santarius; Lucy A Stebbings; Catherine Leroy; Sarah Edkins; Claire Hardy; Jon W Teague; Andrew Menzies; Ian Goodhead; Daniel J Turner; Christopher M Clee; Michael A Quail; Antony Cox; Clive Brown; Richard Durbin; Matthew E Hurles; Paul A W Edwards; Graham R Bignell; Michael R Stratton; P Andrew Futreal
Journal:  Nat Genet       Date:  2008-04-27       Impact factor: 38.330

Review 5.  The impact of translocations and gene fusions on cancer causation.

Authors:  Felix Mitelman; Bertil Johansson; Fredrik Mertens
Journal:  Nat Rev Cancer       Date:  2007-03-15       Impact factor: 60.716

6.  Molecular processes of chromosome 9p21 deletions in human cancers.

Authors:  Shigeru Sasaki; Yukiko Kitagawa; Yoshitaka Sekido; John D Minna; Hiroyuki Kuwano; Jun Yokota; Takashi Kohno
Journal:  Oncogene       Date:  2003-06-12       Impact factor: 9.867

7.  A sensitive array-based assay for identifying multiple TMPRSS2:ERG fusion gene variants.

Authors:  Qing Lu; Esperanza Nunez; Chunrun Lin; Kimberly Christensen; Tracy Downs; Dennis A Carson; Jessica Wang-Rodriguez; Yu-Tsueng Liu
Journal:  Nucleic Acids Res       Date:  2008-09-15       Impact factor: 16.971

8.  A novel approach for determining cancer genomic breakpoints in the presence of normal DNA.

Authors:  Yu-Tsueng Liu; Dennis A Carson
Journal:  PLoS One       Date:  2007-04-18       Impact factor: 3.240

9.  Viral discovery and sequence recovery using DNA microarrays.

Authors:  David Wang; Anatoly Urisman; Yu-Tsueng Liu; Michael Springer; Thomas G Ksiazek; Dean D Erdman; Elaine R Mardis; Matthew Hickenbotham; Vincent Magrini; James Eldred; J Phillipe Latreille; Richard K Wilson; Don Ganem; Joseph L DeRisi
Journal:  PLoS Biol       Date:  2003-11-17       Impact factor: 8.029

10.  A sequence-based survey of the complex structural organization of tumor genomes.

Authors:  Benjamin J Raphael; Stanislav Volik; Peng Yu; Chunxiao Wu; Guiqing Huang; Elena V Linardopoulou; Barbara J Trask; Frederic Waldman; Joseph Costello; Kenneth J Pienta; Gordon B Mills; Krystyna Bajsarowicz; Yasuko Kobayashi; Shivaranjani Sridharan; Pamela L Paris; Quanzhou Tao; Sarah J Aerni; Raymond P Brown; Ali Bashir; Joe W Gray; Jan-Fang Cheng; Pieter de Jong; Mikhail Nefedov; Thomas Ried; Hesed M Padilla-Nash; Colin C Collins
Journal:  Genome Biol       Date:  2008-03-25       Impact factor: 13.583

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  3 in total

1.  Long-range massively parallel mate pair sequencing detects distinct mutations and similar patterns of structural mutability in two breast cancer cell lines.

Authors:  Oliver A Hampton; Maxim Koriabine; Christopher A Miller; Cristian Coarfa; Jian Li; Petra Den Hollander; Caroline Schoenherr; Lucia Carbone; Mikhail Nefedov; Boudewijn F H Ten Hallers; Adrian V Lee; Pieter J De Jong; Aleksandar Milosavljevic
Journal:  Cancer Genet       Date:  2011-08

2.  MSP-HTPrimer: a high-throughput primer design tool to improve assay design for DNA methylation analysis in epigenetics.

Authors:  Ram Vinay Pandey; Walter Pulverer; Rainer Kallmeyer; Gabriel Beikircher; Stephan Pabinger; Albert Kriegner; Andreas Weinhäusel
Journal:  Clin Epigenetics       Date:  2016-09-21       Impact factor: 6.551

3.  Amplification and thrifty single-molecule sequencing of recurrent somatic structural variations.

Authors:  Anand Patel; Richard Schwab; Yu-Tsueng Liu; Vineet Bafna
Journal:  Genome Res       Date:  2013-12-04       Impact factor: 9.043

  3 in total

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