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1.
Ann Oncol ; 28(5): 1070-1077, 2017 05 01.
Article in English | MEDLINE | ID: mdl-28453704

ABSTRACT

Background: HER2 (ERBB2) gene amplification and its corresponding overexpression are present in 15-30% of invasive breast cancers. While HER2-targeted agents are effective treatments, resistance remains a major cause of death. The American College of Surgeons Oncology Group Z1041 trial (NCT00513292) was designed to compare the pathologic complete response (pCR) rate of distinct regimens of neoadjuvant chemotherapy and trastuzumab, but ultimately identified no difference. Patients and methods: In supplement to tissues from 37 Z1041 cases, 11 similarly treated cases were obtained from a single institution study (NCT00353483). We have extracted genomic DNA from both pre-treatment tumor biopsies and blood of these 48 cases, and performed whole genome (WGS) and exome sequencing. Coincident with these efforts, we have generated RNA-seq profiles from 42 of the tumor biopsies. Among patients in this cohort, 24 (50%) achieved a pCR. Results: We have characterized the genomic landscape of HER2-positive breast cancer and investigated associations between genomic features and pCR. Cases assigned to the HER2-enriched subtype by RNA-seq analysis were more likely to achieve a pCR compared to the luminal, basal-like, or normal-like subtypes (19/27 versus 3/15; P = 0.0032). Mutational events led to the generation of putatively active neoantigens, but were overall not associated with pCR. ERBB2 and GRB7 were the genes most commonly observed in fusion events, and genomic copy number analysis of the ERBB2 locus indicated that cases with either no observable or low-level ERBB2 amplification were less likely to achieve a pCR (7/8 versus 17/40; P = 0.048). Moreover, among cases that achieved a pCR, tumors consistently expressed immune signatures that may contribute to therapeutic response. Conclusion: The identification of these features suggests that it may be possible to predict, at the time of diagnosis, those HER2-positive breast cancer patients who will not respond to treatment with chemotherapy and trastuzumab. ClinicalTrials.gov identifiers: NCT00513292, NCT00353483.


Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Breast Neoplasms/drug therapy , Trastuzumab/therapeutic use , Aged , Breast Neoplasms/genetics , Chemotherapy, Adjuvant , DNA Copy Number Variations , Female , Genetic Association Studies , Genome, Human , Germ-Line Mutation , Humans , INDEL Mutation , Middle Aged , Neoadjuvant Therapy , Polymorphism, Single Nucleotide , Receptor, ErbB-2/metabolism , Treatment Outcome
2.
Oncogene ; 35(47): 6053-6064, 2016 11 24.
Article in English | MEDLINE | ID: mdl-27157621

ABSTRACT

Amplification and overexpression of erbB2/neu proto-oncogene is observed in 20-30% human breast cancer and is inversely correlated with the survival of the patient. Despite this, somatic activating mutations within erbB2 in human breast cancers are rare. However, we have previously reported that a splice isoform of erbB2, containing an in-frame deletion of exon 16 (herein referred to as ErbB2ΔEx16), results in oncogenic activation of erbB2 because of constitutive dimerization of the ErbB2 receptor. Here, we demonstrate that the ErbB2ΔEx16 is a major oncogenic driver in breast cancer that constitutively signals from the cell surface. We further show that inducible expression of the ErbB2ΔEx16 variant in mammary gland of transgenic mice results in the rapid development of metastatic multifocal mammary tumors. Genetic and biochemical characterization of the ErbB2ΔEx16-derived mammary tumors exhibit several unique features that distinguish this model from the conventional ErbB2 ones expressing the erbB2 proto-oncogene in mammary epithelium. Unlike the wild-type ErbB2-derived tumors that express luminal keratins, ErbB2ΔEx16-derived tumors exhibit high degree of intratumoral heterogeneity co-expressing both basal and luminal keratins. Consistent with these distinct pathological features, the ErbB2ΔEx16 tumors exhibit distinct signaling and gene expression profiles that correlate with activation of number of key transcription factors implicated in breast cancer metastasis and cancer stem cell renewal.


Subject(s)
Alternative Splicing , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Transformation, Neoplastic/genetics , Receptor, ErbB-2/genetics , Tumor Microenvironment/genetics , Animals , Cell Line, Tumor , Cluster Analysis , Disease Models, Animal , Exons , Extracellular Matrix/metabolism , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , High-Throughput Nucleotide Sequencing , Humans , Lung Neoplasms/secondary , Mice , Mice, Transgenic , Neoplasm Metastasis , Phenotype , Proto-Oncogene Mas , Sequence Deletion , Transcription Factors/metabolism
4.
Ann Oncol ; 27(6): 1148-1154, 2016 06.
Article in English | MEDLINE | ID: mdl-27029710

ABSTRACT

BACKGROUND: Mixed fibrolamellar hepatocellular carcinoma (mFL-HCC) is a rare liver tumor defined by the presence of both pure FL-HCC and conventional HCC components, represents up to 25% of cases of FL-HCC, and has been associated with worse prognosis. Recent genomic characterization of pure FL-HCC identified a highly recurrent transcript fusion (DNAJB1:PRKACA) not found in conventional HCC. PATIENTS AND METHODS: We performed exome and transcriptome sequencing of a case of mFL-HCC. A novel BAC-capture approach was developed to identify a 400 kb deletion as the underlying genomic mechanism for a DNAJB1:PRKACA fusion in this case. A sensitive Nanostring Elements assay was used to screen for this transcript fusion in a second case of mFL-HCC, 112 additional HCC samples and 44 adjacent non-tumor liver samples. RESULTS: We report the first comprehensive genomic analysis of a case of mFL-HCC. No common HCC-associated mutations were identified. The very low mutation rate of this case, large number of mostly single-copy, long-range copy number variants, and high expression of ERBB2 were more consistent with previous reports of pure FL-HCC than conventional HCC. In particular, the DNAJB1:PRKACA fusion transcript specifically associated with pure FL-HCC was detected at very high expression levels. Subsequent analysis revealed the presence of this fusion in all primary and metastatic samples, including those with mixed or conventional HCC pathology. A second case of mFL-HCC confirmed our finding that the fusion was detectable in conventional components. An expanded screen identified a third case of fusion-positive HCC, which upon review, also had both conventional and fibrolamellar features. This screen confirmed the absence of the fusion in all conventional HCC and adjacent non-tumor liver samples. CONCLUSION: These results indicate that mFL-HCC is similar to pure FL-HCC at the genomic level and the DNAJB1:PRKACA fusion can be used as a diagnostic tool for both pure and mFL-HCC.


Subject(s)
Carcinoma, Hepatocellular/genetics , Cyclic AMP-Dependent Protein Kinase Catalytic Subunits/genetics , HSP40 Heat-Shock Proteins/genetics , Liver Neoplasms/genetics , Adult , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/pathology , Exome/genetics , Female , Gene Expression Regulation, Neoplastic , Genomics , Humans , Liver Neoplasms/diagnosis , Liver Neoplasms/pathology , Mutation , Oncogene Proteins, Fusion/genetics , Transcriptome/genetics
5.
Pharmacogenomics J ; 13(2): 148-58, 2013 Apr.
Article in English | MEDLINE | ID: mdl-22249354

ABSTRACT

The drug fluorouracil (5-FU) is a widely used antimetabolite chemotherapy in the treatment of colorectal cancer. The gene uridine monophosphate synthetase (UMPS) is thought to be primarily responsible for conversion of 5-FU to active anticancer metabolites in tumor cells. Mutation or aberrant expression of UMPS may contribute to 5-FU resistance during treatment. We undertook a characterization of UMPS mRNA isoform expression and sequence variation in 5-FU-resistant cell lines and drug-naive or -exposed primary and metastatic tumors. We observed reciprocal differential expression of two UMPS isoforms in a colorectal cancer cell line with acquired 5-FU resistance relative to the 5-FU-sensitive cell line from which it was derived. A novel isoform arising as a consequence of exon skipping was increased in abundance in resistant cells. The underlying mechanism responsible for this shift in isoform expression was determined to be a heterozygous splice site mutation acquired in the resistant cell line. We developed sequencing and expression assays to specifically detect alternative UMPS isoforms and used these to determine that UMPS was recurrently disrupted by mutations and aberrant splicing in additional 5-FU-resistant colorectal cancer cell lines and colorectal tumors. The observed mutations, aberrant splicing and downregulation of UMPS represent novel mechanisms for acquired 5-FU resistance in colorectal cancer.


Subject(s)
Colorectal Neoplasms/genetics , Fluorouracil/administration & dosage , Multienzyme Complexes/genetics , Orotate Phosphoribosyltransferase/genetics , Orotidine-5'-Phosphate Decarboxylase/genetics , RNA Isoforms/genetics , RNA, Messenger/genetics , Alternative Splicing/genetics , Cell Line, Tumor , Colorectal Neoplasms/drug therapy , Down-Regulation , Drug Resistance, Neoplasm/genetics , Fluorouracil/adverse effects , Gene Expression Regulation, Neoplastic/drug effects , Humans , Multienzyme Complexes/metabolism , Mutation , Orotate Phosphoribosyltransferase/metabolism , Orotidine-5'-Phosphate Decarboxylase/metabolism
6.
Bioinformatics ; 22(5): 637-40, 2006 Mar 01.
Article in English | MEDLINE | ID: mdl-16397004

ABSTRACT

MOTIVATION: Our understanding of gene regulation is currently limited by our ability to collectively synthesize and catalogue transcriptional regulatory elements stored in scientific literature. Over the past decade, this task has become increasingly challenging as the accrual of biologically validated regulatory sequences has accelerated. To meet this challenge, novel community-based approaches to regulatory element annotation are required. SUMMARY: Here, we present the Open Regulatory Annotation (ORegAnno) database as a dynamic collection of literature-curated regulatory regions, transcription factor binding sites and regulatory mutations (polymorphisms and haplotypes). ORegAnno has been designed to manage the submission, indexing and validation of new annotations from users worldwide. Submissions to ORegAnno are immediately cross-referenced to EnsEMBL, dbSNP, Entrez Gene, the NCBI Taxonomy database and PubMed, where appropriate. AVAILABILITY: ORegAnno is available directly through MySQL, Web services, and online at http://www.oreganno.org. All software is licensed under the Lesser GNU Public License (LGPL).


Subject(s)
Database Management Systems , Databases, Genetic , Documentation/methods , Natural Language Processing , Periodicals as Topic , Promoter Regions, Genetic/genetics , Transcription Factors/genetics , Binding Sites , Gene Expression Regulation/genetics , Genetic Variation/genetics , Internet , Protein Binding
7.
Nucleic Acids Res ; 34(Database issue): D68-73, 2006 Jan 01.
Article in English | MEDLINE | ID: mdl-16381958

ABSTRACT

We describe cisRED, a database for conserved regulatory elements that are identified and ranked by a genome-scale computational system (www.cisred.org). The database and high-throughput predictive pipeline are designed to address diverse target genomes in the context of rapidly evolving data resources and tools. Motifs are predicted in promoter regions using multiple discovery methods applied to sequence sets that include corresponding sequence regions from vertebrates. We estimate motif significance by applying discovery and post-processing methods to randomized sequence sets that are adaptively derived from target sequence sets, retain motifs with p-values below a threshold and identify groups of similar motifs and co-occurring motif patterns. The database offers information on atomic motifs, motif groups and patterns. It is web-accessible, and can be queried directly, downloaded or installed locally.


Subject(s)
Computational Biology , Databases, Nucleic Acid , Genomics , Response Elements , Animals , Internet , Promoter Regions, Genetic , User-Computer Interface
8.
Exp Gerontol ; 38(3): 333-7, 2003 Mar.
Article in English | MEDLINE | ID: mdl-12581799

ABSTRACT

The wide variety of genome sizes (measured as C-value) observed across taxa is not related to organismal complexity or number of coding genes. Partial answers to this C-value enigma have been found by establishing associations between C-value and particular phenotypic characteristics. One such controversial association has been recently suggested between genome size and longevity in birds. In order to determine whether genome size is a general predictor of longevity, we have extended the analysis to the Actinoptergyian fish, a widely divergent group in terms of both longevity and genome size. We collected data on genome size, longevity and body mass for species covering fourteen orders of bony fish. Analysis of covariance using order as a cofactor shows a significant effect of genome size on longevity (corrected for body mass), with lifespan increasing as a function of genome size. Analysis of phylogenetically independent contrasts for orders with a large number of species with a well resolved phylogenetic relationship (Acipenseriformes, Cypriniformes, and Salmoniformes) found the same trend of longer lifespan with increases in genome size but the relationship was not significant. Our results consistently show an increase in lifespan for fish with larger genomes.


Subject(s)
Elasmobranchii/genetics , Genome , Longevity/genetics , Analysis of Variance , Animals
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