Gene expression signatures for colorectal cancer microsatellite status and HNPCC
Open Access
- 24 May 2005
- journal article
- research article
- Published by Springer Nature in British Journal of Cancer
- Vol. 92 (12) , 2240-2248
- https://doi.org/10.1038/sj.bjc.6602621
Abstract
The majority of microsatellite instable (MSI) colorectal cancers are sporadic, but a subset belongs to the syndrome hereditary non-polyposis colorectal cancer (HNPCC). Microsatellite instability is caused by dysfunction of the mismatch repair (MMR) system that leads to a mutator phenotype, and MSI is correlated to prognosis and response to chemotherapy. Gene expression signatures as predictive markers are being developed for many cancers, and the identification of a signature for MMR deficiency would be of interest both clinically and biologically. To address this issue, we profiled the gene expression of 101 stage II and III colorectal cancers (34 MSI, 67 microsatellite stable (MSS)) using high-density oligonucleotide microarrays. From these data, we constructed a nine-gene signature capable of separating the mismatch repair proficient and deficient tumours. Subsequently, we demonstrated the robustness of the signature by transferring it to a real-time RT-PCR platform. Using this platform, the signature was validated on an independent test set consisting of 47 tumours (10 MSI, 37 MSS), of which 45 were correctly classified. In a second step, we constructed a signature capable of separating MMR-deficient tumours into sporadic MSI and HNPCC cases, and validated this by a mathematical cross-validation approach. The demonstration that this two-step classification approach can identify MSI as well as HNPCC cases merits further gene expression studies to identify prognostic signatures.Keywords
This publication has 36 references indexed in Scilit:
- Normalization of Real-Time Quantitative Reverse Transcription-PCR Data: A Model-Based Variance Estimation Approach to Identify Genes Suited for Normalization, Applied to Bladder and Colon Cancer Data SetsCancer Research, 2004
- Colorectal cancer without high microsatellite instability and chromosomal instability--an alternative genetic pathway to human colorectal cancerCarcinogenesis: Integrative Cancer Research, 2003
- Differential expression of DOC-1 in microsatellite-unstable human colorectal cancerOncogene, 2003
- Identification of eight members of the Argonaute family in the human genome☆Genomics, 2003
- Global cancer statistics in the year 2000The Lancet Oncology, 2001
- Cancer Statistics, 2001CA: A Cancer Journal for Clinicians, 2001
- Association of tumour site and sex with survival benefit from adjuvant chemotherapy in colorectal cancerThe Lancet, 2000
- Randomised trial of irinotecan plus supportive care versus supportive care alone after fluorouracil failure for patients with metastatic colorectal cancerThe Lancet, 1998
- Randomised trial of irinotecan versus fluorouracil by continuous infusion after fluorouracil failure in patients with metastatic colorectal cancerThe Lancet, 1998
- Incidence and functional consequences of hMLH1 promoter hypermethylation in colorectal carcinomaProceedings of the National Academy of Sciences, 1998