Studying clonal dynamics in response to cancer therapy using high-complexity barcoding
Author(s) -
Hyo-eun C. Bhang,
David A. Ruddy,
Viveksagar Krishnamurthy Radhakrishna,
Justina X. Caushi,
Rui Zhao,
Matthew M. Hims,
Angad Singh,
Iris Kao,
Daniel P. Rakiec,
Pamela Shaw,
Marissa N. Balak,
Alina Raza,
Elizabeth Ackley,
Nicholas Keen,
Michael R. Schlabach,
Michael R. Palmer,
Rebecca J. Leary,
Derek Y. Chiang,
William R. Sellers,
Franziska Michor,
Vesselina G. Cooke,
Joshua M. Korn,
Frank Stegmeier
Publication year - 2015
Publication title -
nature medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 19.536
H-Index - 547
eISSN - 1546-170X
pISSN - 1078-8956
DOI - 10.1038/nm.3841
Subject(s) - dna barcoding , drug resistance , biology , computational biology , cancer , barcode , resistance (ecology) , bioinformatics , genetics , computer science , evolutionary biology , operating system , ecology
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.
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