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Melissa E Hughes

Publications and source records attributed to Melissa E Hughes.

2 recordsLinked to original sources

Association of immune and proliferation gene signatures and stromal tumor-infiltrating lymphocytes with clinical outcomes in patients with stage I triple-negative breast cancer.

BACKGROUND: One-third of patients with triple-negative breast cancer (TNBC) are diagnosed with stage I tumors. Biomarkers to stratify prognosis in this setting remain a major unmet need. METHODS: Tissue samples and clinicopathologic data were retrieved from consecutive patients with stage I TNBC (defined as ER <10% and HER2-negative) who underwent upfront breast surgery and received standard of care adjuvant systemic therapy at Dana-Farber/Brigham Cancer Center between 2016 and 2021. The TNBC-DX assay (Core Immune Gene [CIG] signature, proliferation signature) was applied to tumor tissue, and stromal tumor-infiltrating lymphocytes (sTILs) were centrally reviewed. Both biomarkers were tested for association with clinical outcomes using the Kaplan-Meier method. RESULTS: A total of 253 patients with stage I TNBC were included. Most tumors were ductal (88.9%) and high-grade (73.1%); 65.2% of patients received adjuvant chemotherapy. With 18 recurrence events observed, the 3-year recurrence-free survival (RFS) in the overall cohort was 95.0% (95% confidence interval [CI]: 92.1% - 98.1%) and the 3-year overall survival was 97.9% (95% CI: 95.9% - 100.0%). No significant differences in RFS were observed by TNBC-DX (n&#x202f;=&#x202f;117 patients) or sTILs (n&#x202f;=&#x202f;123 patients) category. However, a 3-year RFS of 100% (95% CI: 100% - 100%) was observed among the 29 patients with the highest CIG score quartile. A favorable prognosis was also observed in patients with high sTILs (>20%), who experienced a 3-year RFS of 97.0% (95% CI: 90% - 100%). Conversely, a high TNBC-DX proliferation score was numerically associated with poor outcomes, with a 3-year RFS of 83% (95% CI: 68% - 100%). CONCLUSIONS: In this retrospective study, immune and proliferative features showed opposing prognostic trends in stage I TNBC. Their integration may improve risk stratification and warrants further investigation.

Stromal tumor infiltrating lymphocytes (sTILs)

Detection of heterogeneous resistance mechanisms to tyrosine kinase inhibitors from cell-free DNA.

Though there has been substantial progress in the development of anti-human epidermal growth factor receptor 2 (HER2) therapies to treat HER2-positive metastatic breast cancer (MBC) within the past two decades, most patients still experience disease progression and cancer-related death. HER2-directed tyrosine kinase inhibitors can be highly effective therapies for patients with HER2-positive MBC; however, an understanding of resistance mechanisms is needed to better inform treatment approaches. We performed whole-exome sequencing on 111 patients with 73 tumor biopsies and 120 cell-free DNA samples to assess mechanisms of resistance. In 11 of 26 patients with acquired resistance, we identified alterations in previously characterized genes, such as PIK3CA and ERBB2, that could explain treatment resistance. Mutations in growing subclones identified potential mechanisms of resistance in 5 of 26 patients and included alterations in ESR1, FGFR2, and FGFR4. Additional studies are needed to assess the functional role and clinical utility of these alterations in driving resistance.

Humans