Abstract GS3-07: Genome-wide copy number analysis of chemotherapy-resistant metastatic triple-negative breast cancer from cell-free DNA

Author(s):  
DG Stover ◽  
HA Parsons ◽  
G Ha ◽  
S Freeman ◽  
B Barry ◽  
...  
2018 ◽  
Vol 36 (6) ◽  
pp. 543-553 ◽  
Author(s):  
Daniel G. Stover ◽  
Heather A. Parsons ◽  
Gavin Ha ◽  
Samuel S. Freeman ◽  
William T. Barry ◽  
...  

Purpose Cell-free DNA (cfDNA) offers the potential for minimally invasive genome-wide profiling of tumor alterations without tumor biopsy and may be associated with patient prognosis. Triple-negative breast cancer (TNBC) is characterized by few mutations but extensive somatic copy number alterations (SCNAs), yet little is known regarding SCNAs in metastatic TNBC. We sought to evaluate SCNAs in metastatic TNBC exclusively via cfDNA and determine if cfDNA tumor fraction is associated with overall survival in metastatic TNBC. Patients and Methods In this retrospective cohort study, we identified 164 patients with biopsy-proven metastatic TNBC at a single tertiary care institution who received prior chemotherapy in the (neo)adjuvant or metastatic setting. We performed low-coverage genome-wide sequencing of cfDNA from plasma. Results Without prior knowledge of tumor mutations, we determined tumor fraction of cfDNA for 96.3% of patients and SCNAs for 63.9% of patients. Copy number profiles and percent genome altered were remarkably similar between metastatic and primary TNBCs. Certain SCNAs were more frequent in metastatic TNBCs relative to paired primary tumors and primary TNBCs in publicly available data sets The Cancer Genome Atlas and METABRIC, including chromosomal gains in drivers NOTCH2, AKT2, and AKT3. Prespecified cfDNA tumor fraction threshold of ≥ 10% was associated with significantly worse metastatic survival (median, 6.4 v 15.9 months) and remained significant independent of clinicopathologic factors (hazard ratio, 2.14; 95% CI, 1.4 to 3.8; P < .001). Conclusion We present the largest genomic characterization of metastatic TNBC to our knowledge, exclusively from cfDNA. Evaluation of cfDNA tumor fraction was feasible for nearly all patients, and tumor fraction ≥ 10% is associated with significantly worse survival in this large metastatic TNBC cohort. Specific SCNAs are enriched and prognostic in metastatic TNBC, with implications for metastasis, resistance, and novel therapeutic approaches.


2015 ◽  
Vol 106 (11) ◽  
pp. 1582-1589 ◽  
Author(s):  
Takashi Takeshita ◽  
Yutaka Yamamoto ◽  
Mutsuko Yamamoto‐Ibusuki ◽  
Toko Inao ◽  
Aiko Sueta ◽  
...  

2017 ◽  
Vol 35 (15_suppl) ◽  
pp. 1092-1092
Author(s):  
Daniel G. Stover ◽  
Heather Anne Parsons ◽  
Gavin Ha ◽  
Samuel Freeman ◽  
William Thomas Barry ◽  
...  

1092 Background: Triple-negative breast cancer (TNBC) is a poor prognosis breast cancer subset characterized by relatively few mutations but extensive copy number alterations (CNAs). Cell-free DNA (cfDNA) offers the potential to overcome infrequent tumor biopsies in metastatic TNBC (mTNBC) and interrogate the genomics of chemotherapy resistance. Methods: 506 archival or fresh plasma samples were identified from 164 patients with mTNBC who had previously received chemotherapy. We performed low coverage sequencing to determine genome-wide copy number and estimate ‘tumor fraction’ of cfDNA (TFx). In patient samples with TFx >10%, we identified regions that were significantly gained or lost using GISTIC2.0. We compared CNAs of mTNBCs with primary TNBCs from a publicly-available dataset, METABRIC (TNBC n=277). Results: We successfully obtained high quality, low coverage whole genome sequencing data for 478 (94.5%) plasma samples from 158 patients, with 1 to 14 samples per patient. Archival samples had significantly higher average cfDNA per mL plasma and TFx than fresh samples, potentially due to later average line of therapy. Average TFx of first blood draw was significantly higher in patients with liver metastases (TFx 28.3% vs. 14.4%, p=1.1e-7). 101/158 patients (63.9%) had at least one sample with TFx >10%, our threshold for high confidence CNA calls. Most alterations significantly enriched in chemotherapy-resistant mTNBCs were chromosomal gains, including NOTCH2 and ERCC1. Median overall survival from time of first blood draw was 9 months, and TFx was highly correlated independent of metastatic line of therapy, age at metastatic diagnosis, BRCA status, and primary stage: adjusted hazard ratio between 4th and 1stquartiles = 4.29 (95% CI 1.66-11.1; p=0.0008). Conclusions: It is feasible to perform genome-level copy number analysis from cfDNA in both archival and fresh samples from patients with mTNBC. Copy number alterations enriched in mTNBC may have implications in the understanding of metastasis, therapeutic resistance, and novel therapeutic targets. ‘Tumor fraction’ of cfDNA is correlated with overall survival and may be an independent prognostic marker in mTNBC.


2015 ◽  
Vol 8 (5) ◽  
pp. 407-416 ◽  
Author(s):  
Eser Kirkizlar ◽  
Bernhard Zimmermann ◽  
Tudor Constantin ◽  
Ryan Swenerton ◽  
Bin Hoang ◽  
...  

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