Proteomics and personalized patient-derived xenograft models identify treatment opportunities for a progressive malignancy within a clinically actionable timeframe and change care
Barnabas, G. D.; Bhat, T. A.; Goebeler, V.; Leclair, P.; Azzam, N.; Melong, N.; Anderson, C.; Gom, A.; An, S.; Ergin, E. K.; Shen, Y.; Mungall, A. J.; Mungall, K. L.; Maxwell, C. A.; Reid, G. S. D.; Hirst, M.; Jones, S.; Chan, J. A.; Senger, D. L.; Berman, J. N.; Parker, S. J.; Bush, J. W.; Strahlendorf, C.; Deyell, R. J.; Lim, C. J.; Lange, P. F.; PROFYLE Program,
Show abstract
Increased access to high-throughput DNA sequencing platforms has transformed the diagnostic landscape of pediatric malignancies by identifying and integrating actionable genomic or transcriptional features that refine diagnosis, classification, and treatment. Yet less than 10% of treated patients show a positive response and translating precision oncology data into feasible and effective therapies for hard-to-cure childhood, adolescent, and young adult malignancies remains a significant challenge. Combining the identification of therapeutic targets at the protein and pathway levels with demonstration of treatment response in personalized models holds great promise. Here we present the case for combining proteomics with patient-derived xenograft (PDX) models to identify personalized treatment options that were not apparent at genomic and transcriptomic levels. Proteome analysis with immunohistochemistry (IHC) validation of formalin-fixed paraffin-embedded sections from an adolescent with primary and metastatic spindle epithelial tumor with thymus-like elements (SETTLE) was completed within two weeks of biopsy. The results identified an elevated protein level of SHMT2 as a possible target for therapy with the commercially available anti-depressant sertraline. Within 2 months and ahead of a molecular tumor board, we confirmed a positive drug response in a personalized chick chorioallantoic membrane (CAM) model of the SETTLE tumor (CAM-PDX). Following the failure of cytotoxic chemotherapy and second-line therapy, a treatment of sertraline was initiated for the patient. After 3 months of sertraline treatment the patient showed decreased tumor growth rates, albeit with clinically progressive disease. Significance: Overall, we demonstrate that proteomics and fast-track personalized xenograft models can provide supportive pre-clinical data in a clinically meaningful timeframe to support medical decision-making and impact the clinical practice. By this we show that proteome-guided and functional precision oncology are feasible and valuable complements to the current genome-driven precision oncology practices.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- PI3K/mTOR is a therapeutically targetable genetic dependency in diffuse intrinsic pontine glioma 95%
- Targeting EIF4A triggers an interferon response to synergize with chemotherapy and suppress triple-negative breast cancer 94%
- NF2 loss malignantly transforms human pancreatic acinar cells and enhances cell fitness under environmental stress 94%
Similar papers in this journal
- Cell-free urine- and plasma DNA mutational analysis predicts neoadjuvant chemotherapy response and outcome in patients with muscle invasive bladder cancer 94%
- Circulating tumor DNA analysis in advanced urothelial carcinoma: insights from biological analysis and extended clinical follow-up 94%
- Endoglin, a novel biomarker and therapeutical target to prevent malignant peripheral nerve sheath tumor growth and metastasis 94%
Similar papers in this journal
- Anti-CSF-1R therapy with combined immuno- chemotherapy coordinate an adaptive immune response to eliminate macrophage enriched Triple Negative Breast Cancers 96%
- Th17 cells contribute to combination MEK inhibitor and anti-PD-L1 therapy resistance in KRAS/p53 mutant lung cancers 95%
- GLUT1 inhibition blocks growth of RB1-positive Triple Negative Breast Cancer 94%
Similar papers in this journal
- A Genomically and Clinically Annotated Patient Derived Xenograft (PDX) Resource for Preclinical Research in Non-Small Cell Lung Cancer 95%
- Spatiotemporal profiling defines persistence and resistance dynamics during targeted treatment of melanoma 94%
- Cancer-associated fibroblasts in pancreatic ductal adenocarcinoma determine response to SLC7A11 inhibition 94%
Similar papers in this journal
- Integrated molecular and pharmacological characterization of patient-derived xenografts from bladder and ureteral cancers identifies new potential therapies. 94%
- Platinum chemotherapy induces lymphangiogenesis in cancerous and healthy tissues that can be prevented with adjuvant anti-VEGFR3 therapy 94%
- Evaluation of KRASG12C Inhibitor Responses in Novel Murine KRASG12C Lung Cancer Cell Line Models 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.