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1.
Nat Commun ; 9(1): 216, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29335443

ABSTRACT

EGFR-mutant lung adenocarcinomas (LUAD) display diverse clinical trajectories and are characterized by rapid but short-lived responses to EGFR tyrosine kinase inhibitors (TKIs). Through sequencing of 79 spatially distinct regions from 16 early stage tumors, we show that despite low mutation burdens, EGFR-mutant Asian LUADs unexpectedly exhibit a complex genomic landscape with frequent and early whole-genome doubling, aneuploidy, and high clonal diversity. Multiple truncal alterations, including TP53 mutations and loss of CDKN2A and RB1, converge on cell cycle dysregulation, with late sector-specific high-amplitude amplifications and deletions that potentially beget drug resistant clones. We highlight the association between genomic architecture and clinical phenotypes, such as co-occurring truncal drivers and primary TKI resistance. Through comparative analysis with published smoking-related LUAD, we postulate that the high intra-tumor heterogeneity observed in Asian EGFR-mutant LUAD may be contributed by an early dominant driver, genomic instability, and low background mutation rates.


Subject(s)
Adenocarcinoma/genetics , ErbB Receptors/genetics , Exome Sequencing/methods , Genomics/methods , Lung Neoplasms/genetics , Mutation , Adenocarcinoma/ethnology , Adenocarcinoma/pathology , Asian People/genetics , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Drug Resistance, Neoplasm/genetics , Genetic Predisposition to Disease/ethnology , Genetic Predisposition to Disease/genetics , Humans , Lung Neoplasms/ethnology , Lung Neoplasms/pathology , Protein Kinase Inhibitors/pharmacology
2.
Cell Rep ; 12(2): 272-85, 2015 Jul 14.
Article in English | MEDLINE | ID: mdl-26146084

ABSTRACT

Genome rearrangements, a hallmark of cancer, can result in gene fusions with oncogenic properties. Using DNA paired-end-tag (DNA-PET) whole-genome sequencing, we analyzed 15 gastric cancers (GCs) from Southeast Asians. Rearrangements were enriched in open chromatin and shaped by chromatin structure. We identified seven rearrangement hot spots and 136 gene fusions. In three out of 100 GC cases, we found recurrent fusions between CLDN18, a tight junction gene, and ARHGAP26, a gene encoding a RHOA inhibitor. Epithelial cell lines expressing CLDN18-ARHGAP26 displayed a dramatic loss of epithelial phenotype and long protrusions indicative of epithelial-mesenchymal transition (EMT). Fusion-positive cell lines showed impaired barrier properties, reduced cell-cell and cell-extracellular matrix adhesion, retarded wound healing, and inhibition of RHOA. Gain of invasion was seen in cancer cell lines expressing the fusion. Thus, CLDN18-ARHGAP26 mediates epithelial disintegration, possibly leading to stomach H(+) leakage, and the fusion might contribute to invasiveness once a cell is transformed.


Subject(s)
Claudins/genetics , GTPase-Activating Proteins/genetics , Oncogene Proteins, Fusion/metabolism , Stomach Neoplasms/pathology , Amino Acid Sequence , Animals , Cell Adhesion , Cell Line, Tumor , Cell Movement , Cell Proliferation , Clathrin/pharmacology , Claudins/metabolism , Dogs , Endocytosis/drug effects , Epithelial Cells/cytology , Epithelial Cells/metabolism , Epithelial-Mesenchymal Transition , GTPase-Activating Proteins/metabolism , HeLa Cells , Humans , MCF-7 Cells , Madin Darby Canine Kidney Cells , Molecular Sequence Data , Oncogene Proteins, Fusion/genetics , Phenotype , Stomach Neoplasms/metabolism , rhoA GTP-Binding Protein/antagonists & inhibitors , rhoA GTP-Binding Protein/metabolism
3.
Mol Ther Methods Clin Dev ; 2: 15015, 2015.
Article in English | MEDLINE | ID: mdl-26029726

ABSTRACT

Unequivocal demonstration of the therapeutic utility of γ-retroviral vectors for gene therapy applications targeting the hematopoietic system was accompanied by instances of insertional mutagenesis. These events stimulated the ongoing development of putatively safer integrating vector systems and analysis methods to characterize and compare integration site (IS) biosafety profiles. Continuing advances in next-generation sequencing technologies are driving the generation of ever-more complex IS datasets. Available bioinformatic tools to compare such datasets focus on the association of integration sites (ISs) with selected genomic and epigenetic features, and the choice of these features determines the ability to discriminate between datasets. We describe the scalable application of point-process coherence analysis (CA) to compare patterns produced by vector ISs across genomic intervals, uncoupled from association with genomic features. To explore the utility of CA in the context of an unresolved question, we asked whether the differing transduction conditions used in the initial Paris and London SCID-X1 gene therapy trials result in divergent genome-wide integration profiles. We tested a transduction carried out under each condition, and showed that CA could indeed resolve differences in IS distributions. Existence of these differences was confirmed by the application of established methods to compare integration datasets.

4.
Genome Res ; 22(9): 1775-89, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22955988

ABSTRACT

The human genome contains many thousands of long noncoding RNAs (lncRNAs). While several studies have demonstrated compelling biological and disease roles for individual examples, analytical and experimental approaches to investigate these genes have been hampered by the lack of comprehensive lncRNA annotation. Here, we present and analyze the most complete human lncRNA annotation to date, produced by the GENCODE consortium within the framework of the ENCODE project and comprising 9277 manually annotated genes producing 14,880 transcripts. Our analyses indicate that lncRNAs are generated through pathways similar to that of protein-coding genes, with similar histone-modification profiles, splicing signals, and exon/intron lengths. In contrast to protein-coding genes, however, lncRNAs display a striking bias toward two-exon transcripts, they are predominantly localized in the chromatin and nucleus, and a fraction appear to be preferentially processed into small RNAs. They are under stronger selective pressure than neutrally evolving sequences-particularly in their promoter regions, which display levels of selection comparable to protein-coding genes. Importantly, about one-third seem to have arisen within the primate lineage. Comprehensive analysis of their expression in multiple human organs and brain regions shows that lncRNAs are generally lower expressed than protein-coding genes, and display more tissue-specific expression patterns, with a large fraction of tissue-specific lncRNAs expressed in the brain. Expression correlation analysis indicates that lncRNAs show particularly striking positive correlation with the expression of antisense coding genes. This GENCODE annotation represents a valuable resource for future studies of lncRNAs.


Subject(s)
Databases, Genetic , RNA, Long Noncoding/genetics , Alternative Splicing , Animals , Cell Nucleus/genetics , Cell Nucleus/metabolism , Cluster Analysis , Evolution, Molecular , Exons , Gene Expression Profiling , Gene Expression Regulation , Histones/metabolism , Humans , Molecular Sequence Annotation , Open Reading Frames , Organ Specificity/genetics , Primates/genetics , RNA Processing, Post-Transcriptional , RNA Splice Sites , RNA, Messenger/genetics , Selection, Genetic , Transcription, Genetic
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