Real-world outcomes from 3D-PREDICT glioma chemosensitivity testing of primary CNS tumors.
Abstract
2060 Background: 3D-Predict Glioma is an ex vivo chemosensitivity assay that predicts response to 12 systemic agents using patient-derived 3D cell cultures. Prospective studies showed predictive accuracy, but real-world data linking assay-guided therapy selection to clinical outcomes remain limited. We analyzed outcomes at a tertiary cancer center. Methods: This retrospective–prospective chart review included patients with primary CNS tumors who underwent chemosensitivity testing at an urban cancer center since 3/2023. Demographics, tumor characteristics, assay results for the 12-drug panel, treatment selection, and clinical outcomes were abstracted. Drug response was categorized as response, moderate response, or no response. Survival analyses were performed using the Kaplan–Meier method. Results: Among the 96 patients, ECOG was 0 in 21 (22.1%), 1 in 37 (38.9%), 2 in 26 (27.4%), and 3 in 11 (11.6%). Insurance coverage included private (69, 71.9%), Medicaid/Medicare (14, 14.5%), Private plus Medicaid/Medicare (12, 12.5%), or self-pay (1, 1.0%). At the time of analysis, 85 patients (88.5%) were alive. Median age was 64 years (range 25–86; IQR 56–71), and 53 (55.2%) were female. Most were diagnosed with adult-type diffuse glioma (92, 95.8%), including 84 (87.5%) glioblastoma. Chemosensitivity testing failed in 10 (10.4%) cases due to insufficient tissue quantity or quality control. All remaining cases yielded 1 or more drugs with assay-predicted responses. Response rates for each drug are detailed in the Table. Mean time to results was 8.8 days (range 5–15). Assay-guided therapy was selected in 59.5%, predominantly temozolomide. The remaining patients received other agents on trial, standard-of-care physician's choice, no further therapy, or transferred care. Key endpoints analyzed included progression-free survival (PFS), PFS at 6 months, overall survival (OS), OS at 12 months, and time-to-progression (TTP) ratio. Conclusions: In a real-world CNS tumor cohort, 3D-Predict Glioma identified potentially active agents and influenced treatment selection in more than half of patients. Our series suggests that chemosensitivity-guided therapy is feasible in routine neuro-oncology practice. Response rates by drug. Drug Newly Diagnosed Progression Pseudoprogression All Abemaciclib 17 (37.8) 10 (47.6) 2 (100.0) 29 (42.6) Carboplatin 30 (60.0) 11 (50.0) 2 (100.0) 43 (58.1) Dabrafenib 4 (8.0) 4 (17.4) 0 (0.0) 8 (10.7) Etoposide 13 (25.5) 5 (21.7) 0 (0.0) 18 (23.7) Everolimus 44 (100.0) 22 (100.0) 2 (100.0) 68 (100.0) Irinotecan 23 (45.1) 9 (34.6) 0 (0.0) 32 (40.0) Lomustine 2 (3.9) 1 (4.3) 0 (0.0) 3 (3.9) Osimertinib 8 (17.4) 5 (23.8) 0 (0.0) 13 (18.8) Procarbazine 50 (100.0) 23 (95.8) 2 (100.0) 75 (98.7) Rucaparib 43 (86.0) 17 (73.9) 2 (100.0) 62 (82.7) Temozolomide 20 (39.2) 10 (40.0) 2 (66.7) 32 (40.5) Trametinib 20 (44.4) 6 (28.6) 0 (0.0) 26 (38.2) Denominators defined by available results per drug; N (%).
Article Details
Journal Info
Journal of Clinical Oncology
Lippincott Williams & Wilkins
Authors (9)
Aidan Jones
Miami Cancer Institute, Baptist Health South Florida, Miami, FL
Yazmin Odia
Lydia Hodgson
Matthew D. Hall
Amy K. Starosciak
Miami Cancer Institute, Baptist Health South Florida, Miami, FL
Michael W. McDermott
Zhi Jian Chen
Miami Cancer Institue, Baptist Health South Florida, Miami, FL
Evan D. Bander
Miami Cancer Institute, Baptist Health South Florida, Miami, FL
Vitaly Siomin
Miami Cancer Institute, Baptist Health South Florida, Miami, FL