101. Systematic Establishment of Robustness and Standards in Patient-Derived Xenograft Experiments and Analysis
- Author
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Anuj Srivastava, Shunqiang Li, Brian A. Van Tine, Christian Frech, Carol J. Bult, Rajesh Patidar, Vito W. Rebecca, Jeffrey S. Morris, Michael Davies, Huiqin Chen, Sasi Arunachalam, Jeffrey A. Moscow, Ramaswamy Govindan, Jayamanna Wickramasinghe, Zi-Ming Zhao, James H. Doroshow, Adam Stanojevic, Dennis A. Dean, Funda Meric-Bernstam, Jacqueline Rosains, Michael T. Lewis, Bryan E. Welm, Min Xiao, Jelena Randjelovic, Sherri R. Davies, Lily Chen, Brandi N. Davis-Dusenbery, David A. Nix, Meenhard Herlyn, Li Ding, Jack DiGiovanna, Xing Yi Woo, Jack A. Roth, Min Jin Ha, Steven B. Neuhauser, Ryan Jeon, Peter N. Robinson, Bingliang Fang, Michael Lloyd, Tamara Stankovic, Jeffrey H. Chuang, Yvonne A. Evrard, Nevena Miletic, Alana L. Welm, Isheeta Seth, and Andrew V. Kossenkov
- Subjects
endocrine system ,0303 health sciences ,Computer science ,Cancer ,Computational biology ,medicine.disease ,3. Good health ,03 medical and health sciences ,0302 clinical medicine ,Robustness (computer science) ,030220 oncology & carcinogenesis ,medicine ,In patient ,030304 developmental biology - Abstract
Patient-Derived Xenografts (PDXs) are tumor-in-mouse models for cancer. PDX collections, such as those supported by the NCI PDXNet program, are powerful resources for preclinical therapeutic testing. However, variations in experimental design and analysis procedures have limited interpretability. To determine the robustness of PDX studies, the PDXNet tested temozolomide drug response for three pre-validated PDX models (sensitive, resistant, and intermediate) across four blinded PDX Development and Trial Centers (PDTCs) using independently selected SOPs. Each PDTC was able to correctly identify the sensitive, resistant, and intermediate models, and statistical evaluations were concordant across all groups. We also developed and benchmarked optimized PDX informatics pipelines, and these yielded robust assessments across xenograft biological replicates. These studies show that PDX drug responses and sequence results are reproducible across diverse experimental protocols. Here we share the range of experimental procedures that maintained robustness, as well as standardized cloud-based workflows for PDX exome-seq and RNA-Seq analysis and for evaluating growth.
- Published
- 2019