Integrated single-cell genetic and transcriptional analysis suggests novel drivers of chronic lymphocytic leukemia.
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Abstract | Intra-tumoral genetic heterogeneity has been characterized across cancers by genome sequencing of bulk tumors, including chronic lymphocytic leukemia (CLL). In order to more accurately identify subclones, define phylogenetic relationships, and probe genotype-phenotype relationships, we developed methods for targeted mutation detection in DNA and RNA isolated from thousands of single cells from five CLL samples. By clearly resolving phylogenic relationships, we uncovered mutated and as novel CLL drivers, supported by functional evidence demonstrating their impact on CLL pathways. Integrative analysis of somatic mutations with transcriptional states prompts the idea that convergent evolution generates phenotypically similar cells in distinct genetic branches, thus creating a cohesive expression profile in each CLL sample despite the presence of genetic heterogeneity. Our study highlights the potential for single-cell RNA-based targeted analysis to sensitively determine transcriptional and mutational profiles of individual cancer cells, leading to increased understanding of driving events in malignancy. |
Year of Publication | 2017
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Journal | Genome Res
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Volume | 27
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Issue | 8
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Pages | 1300-1311
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Date Published | 2017 08
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ISSN | 1549-5469
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DOI | 10.1101/gr.217331.116
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PubMed ID | 28679620
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PubMed Central ID | PMC5538547
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Grant list | U10 CA180861 / CA / NCI NIH HHS / United States
R01 CA182461 / CA / NCI NIH HHS / United States
F31 CA206236 / CA / NCI NIH HHS / United States
R01 HL131768 / HL / NHLBI NIH HHS / United States
R01 HL103532 / HL / NHLBI NIH HHS / United States
R01 CA216273 / CA / NCI NIH HHS / United States
T32 GM007753 / GM / NIGMS NIH HHS / United States
P01 CA206978 / CA / NCI NIH HHS / United States
MC_UU_12016/2 / Medical Research Council / United Kingdom
R01 CA155010 / CA / NCI NIH HHS / United States
R01 HL116452 / HL / NHLBI NIH HHS / United States
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