Genetic and transcriptional evolution alters cancer cell line drug response

Human cancer cell lines are the workhorse of cancer research. Although cell lines are known to evolve in culture, the extent of the resultant genetic and transcriptional heterogeneity and its functional consequences remain understudied. Here we use genomic analyses of 106 human cell lines grown in t...

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Published inNature (London) Vol. 560; no. 7718; pp. 325 - 330
Main Authors Ben-David, Uri, Siranosian, Benjamin, Ha, Gavin, Tang, Helen, Oren, Yaara, Hinohara, Kunihiko, Strathdee, Craig A., Dempster, Joshua, Lyons, Nicholas J., Burns, Robert, Nag, Anwesha, Kugener, Guillaume, Cimini, Beth, Tsvetkov, Peter, Maruvka, Yosef E., O’Rourke, Ryan, Garrity, Anthony, Tubelli, Andrew A., Bandopadhayay, Pratiti, Tsherniak, Aviad, Vazquez, Francisca, Wong, Bang, Birger, Chet, Ghandi, Mahmoud, Thorner, Aaron R., Bittker, Joshua A., Meyerson, Matthew, Getz, Gad, Beroukhim, Rameen, Golub, Todd R.
Format Journal Article
LanguageEnglish
Published London Nature Publishing Group UK 01.08.2018
Nature Publishing Group
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ISSN0028-0836
1476-4687
1476-4687
DOI10.1038/s41586-018-0409-3

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Summary:Human cancer cell lines are the workhorse of cancer research. Although cell lines are known to evolve in culture, the extent of the resultant genetic and transcriptional heterogeneity and its functional consequences remain understudied. Here we use genomic analyses of 106 human cell lines grown in two laboratories to show extensive clonal diversity. Further comprehensive genomic characterization of 27 strains of the common breast cancer cell line MCF7 uncovered rapid genetic diversification. Similar results were obtained with multiple strains of 13 additional cell lines. Notably, genetic changes were associated with differential activation of gene expression programs and marked differences in cell morphology and proliferation. Barcoding experiments showed that cell line evolution occurs as a result of positive clonal selection that is highly sensitive to culture conditions. Analyses of single-cell-derived clones demonstrated that continuous instability quickly translates into heterogeneity of the cell line. When the 27 MCF7 strains were tested against 321 anti-cancer compounds, we uncovered considerably different drug responses: at least 75% of compounds that strongly inhibited some strains were completely inactive in others. This study documents the extent, origins and consequences of genetic variation within cell lines, and provides a framework for researchers to measure such variation in efforts to support maximally reproducible cancer research. The extent, origins and consequences of genetic variation within human cell lines are studied, providing a framework for researchers to measure such variation in efforts to support maximally reproducible cancer research.
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These authors jointly supervised this work.
Contributions
U.B.-D. conceived the project, collected the data, performed the experiments and carried out the analyses; B.S. assisted with computational analyses and figure preparation; G.H. assisted with ichorCNA, PyClone analyses and building the Cell STRAINER portal; H.T. assisted with cell culture and experiments; N.J.L. assisted with the L1000 assay; R.Burns, A.N. and A.R.T. assisted with the OncoPanel assay and analysis; B.C. assisted with the Cell Painting analysis; J.A.B. assisted with the chemical screens and their analysis; P.T. assisted with the proteasome activity assay and with the Western blots; P.B., R.O. and A.G. assisted with the DNA barcoding experiment; C.A.S. and K.H. derived MCF7 single-cell clones; Y.O. assisted with single-cell RNAseq data analysis; J.D. and F.V. assisted with the analysis of CRISPR screens; M.G., G.K. and A.T. assisted with the comparison of the Broad and Sanger whole-exome sequencing; Y.E.M. assisted with compiling the RPE1 RNAseq dataset; C.B., and G.G. assisted with building a web portal; B.W. and A.A.T. assisted with figure design and preparation; R.Beroukhim and T.R.G. directed the project. U.B.-D., G.H., M.M., R.Beroukhim and T.R.G. wrote the manuscript.
ISSN:0028-0836
1476-4687
1476-4687
DOI:10.1038/s41586-018-0409-3