TY - JOUR
T1 - Targeting the adaptability of heterogeneous aneuploids
AU - Chen, Guangbo
AU - Mulla, Wahid A.
AU - Kucharavy, Andrei
AU - Rubinstein, Boris
AU - Conkright, Juliana
AU - McCroskey, Scott
AU - Bradford, William D.
AU - Weems, Lauren
AU - Haug, Jeff S.
AU - Seidel, Chris W.
AU - Berman, Judith
AU - Li, Rong
AU - Tsai, Hung-Ji
PY - 2015/2/12
Y1 - 2015/2/12
N2 - Aneuploid genomes, characterized by unbalanced chromosome stoichiometry (karyotype), are associated with cancer malignancy and drug resistance of pathogenic fungi. The phenotypic diversity resulting from karyotypic diversity endows the cell population with superior adaptability. We show here, using a combination of experimental data and a general stochastic model, that the degree of phenotypic variation, thus evolvability, escalates with the degree of overall growth suppression. Such scaling likely explains the challenge of treating aneuploidy diseases with a single stress-inducing agent. Instead, we propose the design of an "evolutionary trap" (ET) targeting both karyotypic diversity and fitness. This strategy entails a selective condition "channeling" a karyotypically divergent population into one with a predominant and predictably drugable karyotypic feature. We provide a proof-of-principle case in budding yeast and demonstrate the potential efficacy of this strategy toward aneuploidy-based azole resistance in Candida albicans. By analyzing existing pharmacogenomics data, we propose the potential design of an ET against glioblastoma.
AB - Aneuploid genomes, characterized by unbalanced chromosome stoichiometry (karyotype), are associated with cancer malignancy and drug resistance of pathogenic fungi. The phenotypic diversity resulting from karyotypic diversity endows the cell population with superior adaptability. We show here, using a combination of experimental data and a general stochastic model, that the degree of phenotypic variation, thus evolvability, escalates with the degree of overall growth suppression. Such scaling likely explains the challenge of treating aneuploidy diseases with a single stress-inducing agent. Instead, we propose the design of an "evolutionary trap" (ET) targeting both karyotypic diversity and fitness. This strategy entails a selective condition "channeling" a karyotypically divergent population into one with a predominant and predictably drugable karyotypic feature. We provide a proof-of-principle case in budding yeast and demonstrate the potential efficacy of this strategy toward aneuploidy-based azole resistance in Candida albicans. By analyzing existing pharmacogenomics data, we propose the potential design of an ET against glioblastoma.
UR - http://www.scopus.com/inward/record.url?scp=84922718815&partnerID=8YFLogxK
U2 - 10.1016/j.cell.2015.01.026
DO - 10.1016/j.cell.2015.01.026
M3 - Article
C2 - 25679766
AN - SCOPUS:84922718815
SN - 0092-8674
VL - 160
SP - 771
EP - 784
JO - Cell
JF - Cell
IS - 4
ER -