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Waldman, Frederic M.

Mayo Clinic

University of California, San Francisco

Citations 2

Multiplex TaqMan assays for a 7-gene prognostic immune response score to differentiate risk among women with ER-negative breast cancer.
Sninsky, John J., Christopherson, Cindy, Lagier, Robert , Chang, Monica , Kwok, Shirley , Tandon, Vickram J., Moore, Dan H. , Waldman, Frederic M., Benz, Christopher C. , Gillett, Cheryl , Wang, Alice M., Degnim, Amy C. , Ingle, James N. , Yau, Christina , Tutt, Andrew , Esserman, Laura J.

Journal of Clinical Oncology | March 11, 2020 | Volume: 30 | Issue: 15_suppl | Pages: 10586-10586

10.1200/jco.2012.30.15_suppl.10586 Get It

10586 Background: Teschendorff et al. (Breast Cancer Res 2008) reported a 7-gene, immune response-enriched gene expression classifier using microarrays that was prognostic in women with ER-negative breast cancer. To facilitate further evaluation of the prognostic value of a classifier in archival fixed tumor tissue, we developed two multiplex TaqMan assays to quantify the expression levels of these genes, then trained and validated a 7-gene immune response score (IRS). Methods: RNA was extracted from FFPE sections of 185 ER-negative breast cancer patient samples from Mayo Clinic (n=81), Guy’s Hospital (n=50) and California Pacific Medical Center (CPMC) (n=27). Patients (N+ and N-) did not receive adjuvant therapy and were followed for a minimum of 5 years. Amplification of i) LY9, TNFRSF17, HLA-F, and IGLC2 and ii) XCL2, SPP1, C1QA and two reference genes NUP214 and PPIG were carried out in two multiplex RT-PCR TaqMan reactions and relative expression levels were determined using the DDCT method. The training set, comprised of the Mayo Clinic samples, was used to develop an IRS by using a summation of expression levels of the 7 genes. Association of the IRS with distant metastasis was assessed using a Cox proportional hazards model. The score was subsequently tested in a validation set (Guy’s + CPMC). Results: The amplification efficiency of each gene within the multiplex reactions was comparable to singleplex reactions. Duplicate amplifications showed excellent assay reproducibility and sensitivity (R2=0.98). The hazard ratio for a single standard deviation decrease in the IRS was 1.45 (95% CI 0.99-2.12, p=0.056) in the training set and 2.18 (1.32-3.61, p=0.002) in the validation set. ROC curves of continuous IRS to predict distant metastasis within 5 years had AUC of 0.74, 95% CI = 0.60-0.88. Conclusions: Robust multiplex TaqMan assays for FFPE tissue extracted RNA were developed for a 7-gene IRS. Increases in risk are associated with decreases in the IRS. Immune related gene expression clearly plays an important role in the spectrum of risk of ER-negative tumors. Additional signatures are in development that further support this conclusion.
Chromosomal Instability in Microsatellite-Unstable and Stable Colon Cancer
Trautmann, Karolin, Terdiman, Jonathan P., French, Amy J. , Roydasgupta, Ritu, Sein, Nancy, Kakar, Sanjay , Fridlyand, Jane, Snijders, Antoine M. , Albertson, Donna G. , Thibodeau, Stephen N. , Waldman, Frederic M., Kakar, Sanjay

Clinical Cancer Research | November 3, 2006 | Volume: 12 | Issue: 21 | Pages: 6379-6385

10.1158/1078-0432.ccr-06-1248 Get It

Abstract Purpose: The genomic instability in colon cancer can be divided into at least two major types, microsatellite instability (MSI) or chromosomal instability (CIN). Although initially felt to be mutually exclusive, recent evidence suggests that there may be overlap between the two. The aim of this study was to identify chromosomal alterations at high resolution in sporadic colon cancers with high-level microsatellite instability (MSI-H) and to compare them to those present in a set of matched microsatellite stable (MSS) tumors. Experimental Design: Array-based comparative genomic hybridization was used to analyze a set of 23 sporadic MSI-H and 23 MSS colon cancers matched for location, gender, stage, and age. The arrays consisted of 2,464 bacterial artificial chromosome clones. Results: MSI and MSS colon cancers differed significantly with respect to frequency and type of chromosomal alterations. The median fraction of genome altered was lower among MSI-H tumors than MSS tumors (2.8% versus 30.7%, P = 0.00006). However, the MSI-H tumors displayed a range of genomic alterations, from the absence of detectable alterations to extensive alterations. Frequent alterations in MSI-H tumors included gains of chromosomes 8, 12, and 13, and loss of 15q14. In contrast, the most frequent alterations in MSS tumors were gains of 7, 13, 8q, and 20, and losses of 8p, 17p, and 18. A small, previously uncharacterized, genomic deletion on 16p13.2, found in 35% of MSI-H and 21% of MSS tumors, was confirmed by fluorescence in situ hybridization. Conclusion: MSI and CIN are not mutually exclusive forms of genomic instability in sporadic colon cancer, with MSI tumors also showing varying degrees of CIN.