Genomic signature for oligometastatic disease in non-small cell lung cancer patients with brain metastases
dc.contributor.author | Choi, Ariel R. | |
dc.contributor.author | D’Agostino, Ralph B., Jr. | |
dc.contributor.author | Farris, Michael K. | |
dc.contributor.author | Abdulhaleem, Mohammed | |
dc.contributor.author | Hunting, John C. | |
dc.contributor.author | Wang, Yuezhu | |
dc.contributor.author | Smith, Margaret R. | |
dc.contributor.author | Ruiz, Jimmy | |
dc.contributor.author | Lycan, Thomas W. | |
dc.contributor.author | Petty, W. Jeffrey | |
dc.contributor.author | Cramer, Christina K. | |
dc.contributor.author | Tatter, Stephen B. | |
dc.contributor.author | Laxton, Adrian W. | |
dc.contributor.author | White, Jaclyn J. | |
dc.contributor.author | Li, Wencheng | |
dc.contributor.author | Su, Jing | |
dc.contributor.author | Whitlow, Christopher | |
dc.contributor.author | Xing, Fei | |
dc.contributor.author | Chan, Michael D. | |
dc.contributor.department | Biostatistics and Health Data Science, Richard M. Fairbanks School of Public Health | |
dc.date.accessioned | 2024-11-18T12:40:24Z | |
dc.date.available | 2024-11-18T12:40:24Z | |
dc.date.issued | 2024-09-17 | |
dc.description.abstract | Purpose/objectives: Biomarkers for extracranial oligometastatic disease remain elusive and few studies have attempted to correlate genomic data to the presence of true oligometastatic disease. Methods: Patients with non-small cell lung cancer (NSCLC) and brain metastases were identified in our departmental database. Electronic medical records were used to identify patients for whom liquid biopsy-based comprehensive genomic profiling (Guardant Health) was available. Extracranial oligometastatic disease was defined as patients having ≤5 non-brain metastases without diffuse involvement of a single organ. Widespread disease was any spread beyond oligometastatic. Fisher's exact tests were used to screen for mutations statistically associated (p<0.1) with either oligometastatic or widespread extracranial disease. A risk score for the likelihood of oligometastatic disease was generated and correlated to the likelihood of having oligometastatic disease vs widespread disease. For oligometastatic patients, a competing risk analysis was done to assess for cumulative incidence of oligometastatic progression. Cox regression was used to determine association between oligometastatic risk score and oligoprogression. Results: 130 patients met study criteria and were included in the analysis. 51 patients (39%) had extracranial oligometastatic disease. Genetic mutations included in the Guardant panel that were associated (p<0.1) with the presence of oligometastatic disease included ATM, JAK2, MAP2K2, and NTRK1, while ARID1A and CCNE1 were associated with widespread disease. Patients with a positive, neutral and negative risk score for oligometastatic disease had a 78%, 41% and 11.5% likelihood of having oligometastatic disease, respectively (p<0.0001). Overall survival for patients with positive, neutral and negative risk scores for oligometastatic disease was 86% vs 82% vs 64% at 6 months (p=0.2). Oligometastatic risk score was significantly associated with the likelihood of oligoprogression based on the Wald chi-square test. Patients with positive, neutral and negative risk scores for oligometastatic disease had a cumulative incidence of oligometastatic progression of 77% vs 35% vs 33% at 6 months (p=0.03). Conclusions: Elucidation of a genomic signature for extracranial oligometastatic disease derived from non-invasive liquid biopsy appears feasible for NSCLC patients. Patients with this signature exhibited higher rates of early oligoprogression. External validation could lead to a biomarker that has the potential to direct local therapies in oligometastatic patients. | |
dc.eprint.version | Final published version | |
dc.identifier.citation | Choi AR, D'Agostino RB Jr, Farris MK, et al. Genomic signature for oligometastatic disease in non-small cell lung cancer patients with brain metastases. Front Endocrinol (Lausanne). 2024;15:1364021. Published 2024 Sep 17. doi:10.3389/fendo.2024.1364021 | |
dc.identifier.uri | https://hdl.handle.net/1805/44576 | |
dc.language.iso | en_US | |
dc.publisher | Frontiers Media | |
dc.relation.isversionof | 10.3389/fendo.2024.1364021 | |
dc.relation.journal | Frontiers in Endocrinology | |
dc.rights | Attribution 4.0 International | en |
dc.rights.uri | https://creativecommons.org/licenses/by/4.0 | |
dc.source | PMC | |
dc.subject | Brain metastases | |
dc.subject | Genomic study | |
dc.subject | Metastatic NSCLC | |
dc.subject | Oligometastatic disease | |
dc.title | Genomic signature for oligometastatic disease in non-small cell lung cancer patients with brain metastases | |
dc.type | Article |