1. Studying clonal dynamics in response to cancer therapy using high-complexity barcoding
- Author
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Rui Zhao, David A. Ruddy, Frank Stegmeier, Justina X. Caushi, Alina Raza, Joshua M. Korn, Daniel P. Rakiec, Marissa Balak, Franziska Michor, Derek Y. Chiang, Viveksagar Krishnamurthy Radhakrishna, Iris Kao, Michael R. Schlabach, Vesselina G. Cooke, Pamela Shaw, Michael Palmer, Angad P Singh, Rebecca Leary, William R. Sellers, Nicholas Keen, Matthew M Hims, Elizabeth Ackley, and Hyo-eun C. Bhang
- Subjects
DNA, Complementary ,Epithelial-Mesenchymal Transition ,Lung Neoplasms ,Tumour heterogeneity ,Pyridines ,Fusion Proteins, bcr-abl ,Gene Dosage ,Oligonucleotides ,Cancer therapy ,Biology ,Bioinformatics ,Polymerase Chain Reaction ,Gene dosage ,General Biochemistry, Genetics and Molecular Biology ,Erlotinib Hydrochloride ,Crizotinib ,High complexity ,Carcinoma, Non-Small-Cell Lung ,Cell Line, Tumor ,Neoplasms ,Antineoplastic Combined Chemotherapy Protocols ,medicine ,DNA Barcoding, Taxonomic ,Humans ,Genomic library ,Proto-Oncogene Proteins c-abl ,Gene Library ,Sequence Analysis, RNA ,Cancer ,Cell Differentiation ,DNA ,General Medicine ,Models, Theoretical ,Proto-Oncogene Proteins c-met ,medicine.disease ,Cancer cell ,Quinazolines ,Pyrazoles ,medicine.drug - Abstract
Resistance to cancer therapies presents a significant clinical challenge. Recent studies have revealed intratumoral heterogeneity as a source of therapeutic resistance. However, it is unclear whether resistance is driven predominantly by pre-existing or de novo alterations, in part because of the resolution limits of next-generation sequencing. To address this, we developed a high-complexity barcode library, ClonTracer, which enables the high-resolution tracking of more than 1 million cancer cells under drug treatment. In two clinically relevant models, ClonTracer studies showed that the majority of resistant clones were part of small, pre-existing subpopulations that selectively escaped under therapeutic challenge. Moreover, the ClonTracer approach enabled quantitative assessment of the ability of combination treatments to suppress resistant clones. These findings suggest that resistant clones are present before treatment, which would make up-front therapeutic combinations that target non-overlapping resistance a preferred approach. Thus, ClonTracer barcoding may be a valuable tool for optimizing therapeutic regimens with the goal of curative combination therapies for cancer.
- Published
- 2015
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