ABSTRACT
BACKGROUND: Circulating free DNA sequencing (cfDNA-Seq) can portray cancer genome landscapes, but highly sensitive and specific technologies are necessary to accurately detect mutations with often low variant frequencies. METHODS: We developed a customizable hybrid-capture cfDNA-Seq technology using off-the-shelf molecular barcodes and a novel duplex DNA molecule identification tool for enhanced error correction. RESULTS: Modeling based on cfDNA yields from 58 patients showed that this technology, requiring 25 ng of cfDNA, could be applied to >95% of patients with metastatic colorectal cancer (mCRC). cfDNA-Seq of a 32-gene, 163.3-kbp target region detected 100% of single-nucleotide variants, with 0.15% variant frequency in spike-in experiments. Molecular barcode error correction reduced false-positive mutation calls by 97.5%. In 28 consecutively analyzed patients with mCRC, 80 out of 91 mutations previously detected by tumor tissue sequencing were called in the cfDNA. Call rates were similar for point mutations and indels. cfDNA-Seq identified typical mCRC driver mutations in patients in whom biopsy sequencing had failed or did not include key mCRC driver genes. Mutations only called in cfDNA but undetectable in matched biopsies included a subclonal resistance driver mutation to anti-EGFR antibodies in KRAS, parallel evolution of multiple PIK3CA mutations in 2 cases, and TP53 mutations originating from clonal hematopoiesis. Furthermore, cfDNA-Seq off-target read analysis allowed simultaneous genome-wide copy number profile reconstruction in 20 of 28 cases. Copy number profiles were validated by low-coverage whole-genome sequencing. CONCLUSIONS: This error-corrected, ultradeep cfDNA-Seq technology with a customizable target region and publicly available bioinformatics tools enables broad insights into cancer genomes and evolution. CLINICALTRIALSGOV IDENTIFIER: NCT02112357.
Subject(s)
Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , DNA Copy Number Variations/genetics , DNA Mutational Analysis/methods , High-Throughput Nucleotide Sequencing/methods , Mutation , Biomarkers, Tumor/genetics , Circulating Tumor DNA/genetics , Colorectal Neoplasms/blood , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Genome-Wide Association Study , Humans , Neoplasm Metastasis , Sensitivity and SpecificityABSTRACT
We have used whole exome sequencing to compare a group of presentation t(4;14) with t(11;14) cases of myeloma to define the mutational landscape. Each case was characterized by a median of 24.5 exonic nonsynonymous single-nucleotide variations, and there was a consistently higher number of mutations in the t(4;14) group, but this number did not reach statistical significance. We show that the transition and transversion rates in the 2 subgroups are similar, suggesting that there was no specific mechanism leading to mutation differentiating the 2 groups. Only 3% of mutations were seen in both groups, and recurrently mutated genes include NRAS, KRAS, BRAF, and DIS3 as well as DNAH5, a member of the axonemal dynein family. The pattern of mutation in each group was distinct, with the t(4;14) group being characterized by deregulation of chromatin organization, actin filament, and microfilament movement. Recurrent RAS pathway mutations identified subclonal heterogeneity at a mutational level in both groups, with mutations being present as either dominant or minor subclones. The presence of subclonal diversity was confirmed at a single-cell level using other tumor-acquired mutations. These results are consistent with a distinct molecular pathogenesis underlying each subgroup and have important impacts on targeted treatment strategies. The Medical Research Council Myeloma IX trial is registered under ISRCTN68454111.
Subject(s)
Chromosomes, Human, Pair 11 , Chromosomes, Human, Pair 14 , Chromosomes, Human, Pair 4 , Clonal Evolution/genetics , Genetic Heterogeneity , Multiple Myeloma/genetics , Translocation, Genetic/genetics , Chromosomes, Human, Pair 11/genetics , Chromosomes, Human, Pair 14/genetics , Chromosomes, Human, Pair 4/genetics , Clinical Trials as Topic , Clonal Evolution/physiology , Female , Gene Dosage , Gene Expression Profiling , Humans , Loss of Heterozygosity/genetics , Male , Microarray Analysis , Models, Biological , Mutation/physiology , Signal Transduction/genetics , Validation Studies as TopicABSTRACT
The incidence of oesophagogastric junctional (OGJ) adenocarcinoma is rising rapidly in western countries, in contrast to the declining frequency of distal gastric carcinoma. Treatment options for adenocarcinomas involving the oesophagogastric junction are limited and the overall prognosis is extremely poor. To determine the genomic landscape of OGJ adenocarcinoma, exomes of eight tumours and matched germline DNA were subjected to massively parallel DNA sequencing. Microsatellite instability was observed in three tumours which coincided with an elevated number of somatic mutations. In total, 117 genes were identified that had predicted coding alterations in more than one tumour. Potentially actionable coding mutations were identified in 67 of these genes, including those in CR2, HGF , FGFR4, and ESRRB. Twenty-nine genes harbouring somatic coding mutations and copy number changes in the MSS OGJ dataset are also known to be altered with similar predicted functional consequence in other tumour types. Compared with the published mutational profile of gastric cancers, 49% (57/117) of recurrently mutated genes were unique to OGJ tumours. TP53, SYNE1, and ARID1A were amongst the most frequently mutated genes in a larger OGJ cohort. Our study provides an insight into the mutational landscape of OGJ adenocarcinomas and confirms that this is a highly mutated and heterogeneous disease. Furthermore, we have uncovered somatic mutations in therapeutically relevant genes which may represent candidate drug targets.
Subject(s)
Adenocarcinoma/genetics , DNA, Neoplasm/genetics , Esophageal Neoplasms/genetics , Esophagogastric Junction , Mutation , Stomach Neoplasms/genetics , Adaptor Proteins, Signal Transducing/analysis , Adaptor Proteins, Signal Transducing/genetics , Adenocarcinoma/chemistry , Adenocarcinoma/pathology , Adenosine Triphosphatases/analysis , Adenosine Triphosphatases/genetics , Adult , Aged , DNA Copy Number Variations/genetics , DNA Mutational Analysis , DNA Repair Enzymes/analysis , DNA Repair Enzymes/genetics , DNA-Binding Proteins/analysis , DNA-Binding Proteins/genetics , Esophageal Neoplasms/chemistry , Esophageal Neoplasms/pathology , Esophagogastric Junction/pathology , Exome/genetics , Female , Genome, Human/genetics , Humans , Immunohistochemistry , Loss of Heterozygosity/genetics , Male , Microsatellite Instability , Middle Aged , Mismatch Repair Endonuclease PMS2 , MutL Protein Homolog 1 , MutL Proteins , Mutation/genetics , Neoplasm Proteins/analysis , Neoplasm Proteins/genetics , Neoplasm Staging , Nuclear Proteins/analysis , Nuclear Proteins/genetics , Polymerase Chain Reaction/methods , Prospective Studies , Stomach Neoplasms/chemistry , Stomach Neoplasms/pathologyABSTRACT
The efficacy of tyrosine kinase (TK) inhibitors on non-cycling acute myeloid leukaemia (AML) cells, previously shown to have potent tumourigenic potential, is unknown. This pilot study describes the first attempt to characterize non-cycling cells from a small series of human FMS-like tyrosine kinase 3 (FLT3) mutation positive samples. CD34+ AML cells from patients with FLT3 mutation positive AML were cultured on murine stroma. In expansion cultures, non-cycling cells were found to retain CD34+ expression in contrast to dividing cells. Leukaemic gene rearrangements could be detected in non-cycling cells, indicating their leukaemic origin. Significantly, the FLT3-internal tandem duplication (ITD) mutation was found in the non-cycling fraction of four out of five cases. Exposure to the FLT3-directed inhibitor TKI258 clearly inhibited the growth of AML CD34+ cells in short-term cultures and colony-forming unit assays. Crucially, non-cycling cells were not eradicated, with the exception of one case, which exhibited exquisite sensitivity to the compound. Moreover, in longer-term cultures, TKI258-treated non-cycling cells showed no growth impairment compared to treatment-naive non-cycling cells. These findings suggest that non-cycling cells in AML may constitute a disease reservoir that is resistant to TK inhibition. Further studies with a larger sample size and other inhibitors are warranted.