Nature Communications · 2017 · 131 citations · 46 references
MedicineGeneticsOncologyCancer GeneticsMolecular OncologyTumor HeterogeneityCancer GenomicsCancer ProgressionColorectal CancerGenetic HeterogeneityIntratumoral HeterogeneityMolecular Tumor ProfilingCancer Copy Number AlterationsCopy Number Alteration HeterogeneityCopy Number ChangesCopy Number Variation HeterogeneityDna In Situ HybridizationGene Copy Number AnalysisIntra-tumor HeterogeneityIntratumor Heterogeneity
Genetic heterogeneity between and within tumours is a major factor determining cancer progression and therapy response. Here we examined DNA sequence and DNA copy-number heterogeneity in colorectal cancer (CRC) by targeted high-depth sequencing of 100 most frequently altered genes. In 97 samples, with primary tumours and matched metastases from 27 patients, we observe inter-tumour concordance for coding mutations; in contrast, gene copy numbers are highly discordant between primary tumours and metastases as validated by fluorescent in situ hybridization. To further investigate intra-tumour heterogeneity, we dissected a single tumour into 68 spatially defined samples and sequenced them separately. We identify evenly distributed coding mutations in APC and TP53 in all tumour areas, yet highly variable gene copy numbers in numerous genes. 3D morpho-molecular reconstruction reveals two clusters with divergent copy number aberrations along the proximal-distal axis indicating that DNA copy number variations are a major source of tumour heterogeneity in CRC.
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nlme : Linear and nonlinear mixed effects models
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