» Articles » PMID: 19351759

Gene Expression Patterns in Mismatch Repair-deficient Colorectal Cancers Highlight the Potential Therapeutic Role of Inhibitors of the Phosphatidylinositol 3-kinase-AKT-mammalian Target of Rapamycin Pathway

Overview
Journal Clin Cancer Res
Specialty Oncology
Date 2009 Apr 9
PMID 19351759
Citations 33
Authors
Affiliations
Soon will be listed here.
Abstract

Purpose: High-frequency microsatellite-instable (MSI-H) tumors account for approximately 15% of colorectal cancers. Therapeutic decisions for colorectal cancer are empirically based and currently do not emphasize molecular subclassification despite an increasing collection of gene expression information. Our objective was to identify low molecular weight compounds with preferential activity against MSI colorectal cancers using combined gene expression data sets.

Experimental Design: Three expression/query signatures (discovery data set) characterizing MSI-H colorectal cancer were matched with information derived from changes induced in cell lines by 164 compounds using the systems biology tool "Connectivity Map." A series of sequential filtering and ranking algorithms were used to select the candidate compounds. Compounds were validated using two additional expression/query signatures (validation data set). Cytotoxic, cell cycle, and apoptosis effects of validated compounds were evaluated in a panel of cell lines.

Results: Fourteen of the 164 compounds were validated as targeting MSI-H cell lines using the bioinformatics approach; rapamycin, LY-294002, 17-(allylamino)-17-demethoxygeldanamycin, and trichostatin A were the most robust candidate compounds. In vitro results showed that MSI-H cell lines due to hypermethylation of MLH1 are preferentially targeted by rapamycin (18.3 versus 4.4 mumol/L; P = 0.0824) and LY-294002 (15.02 versus 10.37 mumol/L; P = 0.0385) when compared with microsatellite-stable cells. Preferential activity was also observed in MSH2 and MSH6 mutant cells.

Conclusion: Our study shows that the phosphatidylinositol 3-kinase-AKT-mammalian target of rapamycin pathway is of special relevance in mismatch repair-deficient colorectal cancer. In addition, we show that amalgamation of gene expression information across studies provides a robust approach for selection of potential therapies corresponding to specific groups of patients.

Citing Articles

Microsatellite instability states serve as predictive biomarkers for tumors chemotherapy sensitivity.

Ye T, Lin A, Qiu Z, Hu S, Zhou C, Liu Z iScience. 2023; 26(7):107045.

PMID: 37448561 PMC: 10336167. DOI: 10.1016/j.isci.2023.107045.


Riok1, A Novel Potential Target in MSI-High p53 Mutant Colorectal Cancer Cells.

Shechter S, Yaar Bar S, Khattib H, Gage M, Avni D Molecules. 2023; 28(11).

PMID: 37298928 PMC: 10254355. DOI: 10.3390/molecules28114452.


Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer.

Wang C, Aikemu B, Shao Y, Zhang S, Yang G, Hong H BMC Cancer. 2022; 22(1):818.

PMID: 35883111 PMC: 9327395. DOI: 10.1186/s12885-022-09901-w.


Constraining classifiers in molecular analysis: invariance and robustness.

Lausser L, Szekely R, Klimmek A, Schmid F, Kestler H J R Soc Interface. 2020; 17(163):20190612.

PMID: 32019472 PMC: 7061712. DOI: 10.1098/rsif.2019.0612.


Transcriptome and Network Dissection of Microsatellite Stable and Highly Instable Colorectal Cancer.

Akbari V, Kallhor M, Mollashahi B, Movafagh A Asian Pac J Cancer Prev. 2019; 20(8):2445-2454.

PMID: 31450919 PMC: 6852802. DOI: 10.31557/APJCP.2019.20.8.2445.


References
1.
Minucci S, Pelicci P . Histone deacetylase inhibitors and the promise of epigenetic (and more) treatments for cancer. Nat Rev Cancer. 2006; 6(1):38-51. DOI: 10.1038/nrc1779. View

2.
Popat S, Hubner R, Houlston R . Systematic review of microsatellite instability and colorectal cancer prognosis. J Clin Oncol. 2005; 23(3):609-18. DOI: 10.1200/JCO.2005.01.086. View

3.
Lamb J . The Connectivity Map: a new tool for biomedical research. Nat Rev Cancer. 2006; 7(1):54-60. DOI: 10.1038/nrc2044. View

4.
Hennessy B, Smith D, Ram P, Lu Y, Mills G . Exploiting the PI3K/AKT pathway for cancer drug discovery. Nat Rev Drug Discov. 2005; 4(12):988-1004. DOI: 10.1038/nrd1902. View

5.
Giordano T, Shedden K, Schwartz D, Kuick R, Taylor J, Lee N . Organ-specific molecular classification of primary lung, colon, and ovarian adenocarcinomas using gene expression profiles. Am J Pathol. 2001; 159(4):1231-8. PMC: 1850519. DOI: 10.1016/S0002-9440(10)62509-6. View