California Pacific Medical Center Research Institute, San Francisco, CA, 94107, USA.
University of California at San Francisco, School of Pharmacy, Department of Clinical Pharmacy, San Francisco, CA, 94143, USA.
Br J Cancer. 2020 Mar;122(5):648-657. doi: 10.1038/s41416-019-0696-y. Epub 2019 Dec 20.
Patient-derived xenograft (PDX) mouse tumour models can predict response to therapy in patients. Predictions made from PDX cultures (PDXC) would allow for more rapid and comprehensive evaluation of potential treatment options for patients, including drug combinations.
We developed a PDX library of BRAF-mutant metastatic melanoma, and a high-throughput drug-screening (HTDS) platform utilising clinically relevant drug exposures. We then evaluated 34 antitumor agents across eight melanoma PDXCs, compared drug response to BRAF and MEK inhibitors alone or in combination with PDXC and the corresponding PDX, and investigated novel drug combinations targeting BRAF inhibitor-resistant melanoma.
The concordance of cancer-driving mutations across patient, matched PDX and subsequent PDX generations increases as variant allele frequency (VAF) increases. There was a high correlation in the magnitude of response to BRAF and MEK inhibitors between PDXCs and corresponding PDXs. PDXCs and corresponding PDXs from metastatic melanoma patients that progressed on standard-of-care therapy demonstrated similar resistance patterns to BRAF and MEK inhibitor therapy. Importantly, HTDS identified novel drug combinations to target BRAF-resistant melanoma.
The biological consistency observed between PDXCs and PDXs suggests that PDXCs may allow for a rapid and comprehensive identification of treatments for aggressive cancers, including combination therapies.
患者来源的异种移植(PDX)小鼠肿瘤模型可以预测患者对治疗的反应。从 PDX 培养物(PDXC)做出的预测将允许更快速和全面地评估患者潜在的治疗选择,包括药物组合。
我们开发了 BRAF 突变转移性黑色素瘤的 PDX 文库,以及利用临床相关药物暴露的高通量药物筛选(HTDS)平台。然后,我们在八个黑色素瘤 PDXC 中评估了 34 种抗肿瘤药物,比较了 BRAF 和 MEK 抑制剂单独或联合 PDXC 和相应 PDX 的药物反应,并研究了针对 BRAF 抑制剂耐药性黑色素瘤的新型药物组合。
随着变异等位基因频率(VAF)的增加,患者、匹配的 PDX 和随后的 PDX 代之间的癌症驱动突变的一致性增加。PDXC 和相应的 PDX 在 BRAF 和 MEK 抑制剂反应的幅度上具有高度相关性。在标准治疗方案进展的转移性黑色素瘤患者的 PDXC 和相应的 PDX 中,对 BRAF 和 MEK 抑制剂治疗的耐药模式相似。重要的是,HTDS 确定了针对 BRAF 耐药性黑色素瘤的新型药物组合。
PDXC 和 PDX 之间观察到的生物学一致性表明,PDXC 可能允许快速和全面地确定侵袭性癌症的治疗方法,包括联合治疗。