bioRxivCancer BiologyPreprint
Ex vivo to in vivo model of malignant peripheral nerve sheath tumors for precision oncology
H. Bhatia^, A. T. Larsson^, A. Calizo^, K. Pollard, X. Zhang, E. Conniff, J. F. Tibbitts, S. H. Osum, K. B. Williams, A. L. Crampton, T. Jubenville, D. Schefer, K. Yang, Y. Lyu, J. Bade, J. C. Pino, S. J. Gosline, C. A. Pratilas, D. A. Largaespada, D. K. Wood, A. C. Hirbe
Abstract
Malignant peripheral nerve sheath tumors (MPNST) are aggressive soft tissue sarcomas that often develop in patients with neurofibromatosis type 1 (NF1-MPNST), but can occur sporadically. Through a multi-institution collaboration, we have developed 13 NF1-associated MPNST patient-derived xenografts (PDX). Genomic analysis of the PDX-tumor pairs identified somatic mutations in NF1 (61%), SUZ12 (61%), EED (15%), and TP53 (15%), and chromosome 8 (Chr8) gain (77%), consistent with published data. Pre-clinical models that capture this molecular heterogeneity are needed to identify and prioritize effective drug candidates for clinical translation. Here, we describe the successful development of a medium-throughput ex vivo 3D microtissue model with several advantages over 2D cell line growth, which can be utilized to predict drug response in vivo. Herein, we present proof-of-principle of this PDX-to-microtissue system, using four genomically representative MPNST and three drugs. This work highlights the development of a novel ex vivo to in vivo preclinical platform in MPNST that successfully captures the genomic diversity observed in patients and represents a resource to identify future therapeutic strategies.
- organism: human
- assay: bulk RNA-seq
- research focus: drug response / drug discovery
- research focus: cell type annotation
- research focus: clustering
- research focus: differential expression
- approach: experimental assay
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