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1.
Genet Med ; 24(7): 1512-1522, 2022 07.
Article in English | MEDLINE | ID: mdl-35442193

ABSTRACT

PURPOSE: Genomic test results, regardless of laboratory variant classification, require clinical practitioners to judge the applicability of a variant for medical decisions. Teaching and standardizing clinical interpretation of genomic variation calls for a methodology or tool. METHODS: To generate such a tool, we distilled the Clinical Genome Resource framework of causality and the American College of Medical Genetics/Association of Molecular Pathology and Quest Diagnostic Laboratory scoring of variant deleteriousness into the Clinical Variant Analysis Tool (CVAT). Applying this to 289 clinical exome reports, we compared the performance of junior practitioners with that of experienced medical geneticists and assessed the utility of reported variants. RESULTS: CVAT enabled performance comparable to that of experienced medical geneticists. In total, 124 of 289 (42.9%) exome reports and 146 of 382 (38.2%) reported variants supported a diagnosis. Overall, 10.5% (1 pathogenic [P] or likely pathogenic [LP] variant and 39 variants of uncertain significance [VUS]) of variants were reported in genes without established disease association; 20.2% (23 P/LP and 54 VUS) were in genes without sufficient phenotypic concordance; 7.3% (15 P/LP and 13 VUS) conflicted with the known molecular disease mechanism; and 24% (91 VUS) had insufficient evidence for deleteriousness. CONCLUSION: Implementation of CVAT standardized clinical interpretation of genomic variation and emphasized the need for collaborative and transparent reporting of genomic variation.


Subject(s)
Genetic Testing , Genetic Variation , Exome , Genetic Testing/methods , Genetic Variation/genetics , Genomics/methods , Humans , Exome Sequencing
2.
J Virol Methods ; 299: 114339, 2022 01.
Article in English | MEDLINE | ID: mdl-34687784

ABSTRACT

The COVID-19 pandemic has highlighted the need for generic reagents and flexible systems in diagnostic testing. Magnetic bead-based nucleic acid extraction protocols using 96-well plates on open liquid handlers are readily amenable to meet this need. Here, one such approach is rigorously optimized to minimize cross-well contamination while maintaining sensitivity.


Subject(s)
COVID-19 , Nucleic Acids , COVID-19 Testing , Humans , Indicators and Reagents , Magnetic Phenomena , Pandemics , RNA, Viral/genetics , SARS-CoV-2 , Sensitivity and Specificity
3.
Front Med (Lausanne) ; 9: 1071348, 2022.
Article in English | MEDLINE | ID: mdl-36714130

ABSTRACT

Genomic medicine, an emerging medical discipline, applies the principles of evolution, developmental biology, functional genomics, and structural genomics within clinical care. Enabling widespread adoption and integration of genomic medicine into clinical practice is key to achieving precision medicine. We delineate a biological framework defining diagnostic utility of genomic testing and map the process of genomic medicine to inform integration into clinical practice. This process leverages collaboration and collective cognition of patients, principal care providers, clinical genomic specialists, laboratory geneticists, and payers. We detail considerations for referral, triage, patient intake, phenotyping, testing eligibility, variant analysis and interpretation, counseling, and management within the utilitarian limitations of health care systems. To reduce barriers for clinician engagement in genomic medicine, we provide several decision-making frameworks and tools and describe the implementation of the proposed workflow in a prototyped electronic platform that facilitates genomic care. Finally, we discuss a vision for the future of genomic medicine and comment on areas for continued efforts.

4.
Mod Pathol ; 33(8): 1595-1605, 2020 08.
Article in English | MEDLINE | ID: mdl-32203095

ABSTRACT

The recent literature has shown that vulvar squamous cell carcinoma (VSCC) can be stratified into two prognostically relevant groups based on human papillomavirus (HPV) status. The prognostic value of p53 for further sub-stratification, particularly in the HPV-independent group, has not been agreed upon. This disagreement is likely due to tremendous variations in p53 immunohistochemical (IHC) interpretation. To address this problem, we sought to compare p53 IHC patterns with TP53 mutation status. We studied 61 VSCC (48 conventional VSCC, 2 VSCC with sarcomatoid features, and 11 verrucous carcinomas) and 42 in situ lesions (30 differentiated vulvar intraepithelial neoplasia [dVIN], 9 differentiated exophytic vulvar intraepithelial lesions [deVIL], and 3 high-grade squamous intraepithelial lesions or usual vulvar intraepithelial neoplasia [HSIL/uVIN]). IHC for p16 and p53, and sequencing of TP53 exons 4-9 were performed. HPV in situ hybridization (ISH) was performed in selected cases. We identified six major p53 IHC patterns, two wild-type patterns: (1) scattered, (2) mid-epithelial expression (with basal sparing), and four mutant patterns: (3) basal overexpression, (4) parabasal/diffuse overexpression, (5) absent, and (6) cytoplasmic expression. These IHC patterns were consistent with TP53 mutation status in 58/61 (95%) VSCC and 39/42 (93%) in situ lesions. Cases that exhibited strong scattered staining and those with a weak basal overexpression pattern could be easily confused. The mid-epithelial pattern was exclusively observed in p16-positive lesions; the basal and parabasal layers that had absent p53 staining, appeared to correlate with the cells that were positive for HPV-ISH. This study describes a pattern-based p53 IHC interpretation framework, which can be utilized as a surrogate marker for TP53 mutational status in both VSCC and vulvar in situ lesions.


Subject(s)
Biomarkers, Tumor/analysis , Carcinoma, Squamous Cell/pathology , Tumor Suppressor Protein p53/metabolism , Vulvar Neoplasms/pathology , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/metabolism , Female , Humans , Immunohistochemistry/methods , Mutation , Tumor Suppressor Protein p53/genetics , Vulvar Neoplasms/genetics , Vulvar Neoplasms/metabolism
5.
Lung Cancer ; 133: 48-55, 2019 07.
Article in English | MEDLINE | ID: mdl-31200828

ABSTRACT

INTRODUCTION: Activation of the RAS/RAF/MEK/ERK pathway may confer resistance to chemotherapy in non-small cell lung cancer (NSCLC). Selumetinib (AZD6244, ARRY142886), a MEK1/2 inhibitor combined with chemotherapy in patients with NSCLC was evaluated in two schedules to evaluate efficacy and toxicity. METHODS: IND.219 was a three-arm study of first line pemetrexed/platinum chemotherapy with two schedules of selumetinib (Arm A: intermittent given on days 2-19; Arm B: continuous given on days 1-21) versus chemotherapy alone (Arm C). The primary endpoint was objective response rate (ORR); secondary objectives were tolerability, progression-free survival (PFS), overall survival (OS). The trial was stopped at the planned interim analysis. RESULTS: Arms A/B/C enrolled 20/21/21 patients, ORR was 35% (95% CI 15-59% median duration 3.8 months), 62% (95% CI 38-82%; median duration 6.3 months), 24% (95% CI 8-47%; median duration 11.6 months) respectively. The PFS (months Arm A, B, C) was 7.5, 6.7, 4.0 respectively (hazard ratio (HR) PFS Arm A over Arm C: 0.76 [95% CI, 0.38-1.51, 2-sided p = 0.42]; Arm B over Arm C 0.75 [95% CI 0.37-1.54, p = 0.43]. Skin and gastrointestinal adverse events were more common with the addition of selumetinib. A high incidence of venous thromboembolism was seen in all arms. CONCLUSIONS: Selumetinib combined with chemotherapy was associated with a higher response rate. Continuous selumetinib appeared to be superior to an intermittent schedule. PFS was prolonged with the addition of selumetinib, however this was not statistically significant.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Benzimidazoles/therapeutic use , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung Neoplasms/drug therapy , Pemetrexed/therapeutic use , Platinum Compounds/therapeutic use , Adult , Aged , Aged, 80 and over , Canada , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/mortality , Female , Humans , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Male , Middle Aged , Neoplasm Metastasis , Neoplasm Staging , Proto-Oncogene Proteins p21(ras)/genetics , Survival Analysis
6.
PLoS One ; 13(4): e0196434, 2018.
Article in English | MEDLINE | ID: mdl-29698444

ABSTRACT

Genomic analysis of cancer tissues is an essential aspect of personalized oncology treatment. Though it has been suggested that formalin fixation of patient tissues may be suboptimal for molecular studies, this tissue processing approach remains the industry standard. Therefore clinical molecular laboratories must be able to work with formalin fixed, paraffin embedded (FFPE) material. This study examines the effects of pre-analytic variables introduced by routine pathology processing on specimens used for clinical reports produced by next-generation sequencing technology. Tissue resected from three colorectal cancer patients was subjected to 2, 15, 24, and 48 hour fixation times in neutral buffered formalin. DNA was extracted from all tissues twice, once with uracil-N-glycosylase (UNG) treatment to counter deamination effects, and once without. Of note, deamination events at methylated cytosine, as found at CpG sites, remains unaffected by UNG. After extraction a two-step PCR targeted sequencing method was performed using the Illumina MiSeq and the data was analyzed via a custom-built bioinformatics pipeline, including filtration of reads with mapping quality <30. A larger baseline group of samples (n = 20) was examined to establish if there was a sample performance difference between the two DNA extraction methods, with/without UNG treatment. There was no statistical difference between sequencing performance of the two extraction methods when comparing read counts (raw, mapped, and filtered) and read quality (% mapped, % filtered). Analyzing mutation type, there was no significant difference between mutation calls until the 48 hour fixation treatment. At 48 hours there is a significant increase in C/G->T/A mutations that is not represented in DNA treated with UNG. This suggests these errors may be due to deamination events triggered by a longer fixation time. However the allelic frequency of these events remained below the limit of detection for reportable mutations in this assay (<2%). We do however recommend that suspected intratumoral heterogeneity events be verified by re-sequencing the same FFPE block.


Subject(s)
Formaldehyde/chemistry , Paraffin Embedding/methods , Colorectal Neoplasms/pathology , Computational Biology , Deamination , False Positive Reactions , High-Throughput Nucleotide Sequencing , Humans , Mutation , Sequence Analysis, DNA , Uracil-DNA Glycosidase/chemistry , Uracil-DNA Glycosidase/metabolism
7.
Diagn Pathol ; 12(1): 62, 2017 Aug 22.
Article in English | MEDLINE | ID: mdl-28830562

ABSTRACT

BACKGROUND: Ciliated muconodular papillary tumors (CMPTs) are newly recognized rare peripheral lung nodules that are histologically characterized by ciliated columnar, goblet, and basal cells. Although recent studies have shown that CMPTs constitute a neoplastic disease, the complete histogenesis of CMPTs is not fully understood and molecular data are limited. METHODS: We reviewed four cases of CMPT and performed immunohistochemical and genomic analyses to establish CMPT profiles. RESULTS: All cases were positive for hepatocyte nuclear factor-4α and mucin 5B and negative for programmed death ligand 1 expression, as determined by immunohistochemistry. The genetic analysis revealed three pathogenic mutations (BRAF V600E, AKT1 E17K, and KRAS G12D), with the KRAS mutation reported here for the first time. CONCLUSION: Histological and genetic profiles indicate that CMPTs are likely neoplastic and exhibit features similar to mucinous adenocarcinoma. This suggests that some CMPTs may be a precursor lesion of mucinous adenocarcinoma.


Subject(s)
Lung Neoplasms/genetics , Lung Neoplasms/pathology , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins c-akt/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Aged , Female , Humans , Middle Aged , Mutation
8.
Nat Genet ; 49(6): 856-865, 2017 Jun.
Article in English | MEDLINE | ID: mdl-28436987

ABSTRACT

We studied the whole-genome point mutation and structural variation patterns of 133 tumors (59 high-grade serous (HGSC), 35 clear cell (CCOC), 29 endometrioid (ENOC), and 10 adult granulosa cell (GCT)) as a substrate for class discovery in ovarian cancer. Ab initio clustering of integrated point mutation and structural variation signatures identified seven subgroups both between and within histotypes. Prevalence of foldback inversions identified a prognostically significant HGSC group associated with inferior survival. This finding was recapitulated in two independent cohorts (n = 576 cases), transcending BRCA1 and BRCA2 mutation and gene expression features of HGSC. CCOC cancers grouped according to APOBEC deamination (26%) and age-related mutational signatures (40%). ENOCs were divided by cases with microsatellite instability (28%), with a distinct mismatch-repair mutation signature. Taken together, our work establishes the potency of the somatic genome, reflective of diverse DNA repair deficiencies, to stratify ovarian cancers into distinct biological strata within the major histotypes.


Subject(s)
DNA Repair/genetics , Ovarian Neoplasms/genetics , Ovarian Neoplasms/pathology , BRCA1 Protein/genetics , BRCA2 Protein/genetics , Endometriosis/complications , Endometriosis/genetics , Female , Gene Expression Regulation, Neoplastic , Genome, Human , Humans , Mutation , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/mortality , Prognosis
9.
Nat Genet ; 48(7): 758-67, 2016 07.
Article in English | MEDLINE | ID: mdl-27182968

ABSTRACT

We performed phylogenetic analysis of high-grade serous ovarian cancers (68 samples from seven patients), identifying constituent clones and quantifying their relative abundances at multiple intraperitoneal sites. Through whole-genome and single-nucleus sequencing, we identified evolutionary features including mutation loss, convergence of the structural genome and temporal activation of mutational processes that patterned clonal progression. We then determined the precise clonal mixtures comprising each tumor sample. The majority of sites were clonally pure or composed of clones from a single phylogenetic clade. However, each patient contained at least one site composed of polyphyletic clones. Five patients exhibited monoclonal and unidirectional seeding from the ovary to intraperitoneal sites, and two patients demonstrated polyclonal spread and reseeding. Our findings indicate that at least two distinct modes of intraperitoneal spread operate in clonal dissemination and highlight the distribution of migratory potential over clonal populations comprising high-grade serous ovarian cancers.


Subject(s)
Biomarkers, Tumor/genetics , Clone Cells/pathology , Cystadenocarcinoma, Serous/pathology , Genetic Variation/genetics , Ovarian Neoplasms/pathology , Peritoneal Neoplasms/pathology , Tumor Microenvironment/genetics , Aged , Clone Cells/metabolism , Cystadenocarcinoma, Serous/genetics , Disease Progression , Fallopian Tube Neoplasms/genetics , Fallopian Tube Neoplasms/pathology , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Genome, Human , High-Throughput Nucleotide Sequencing/methods , Humans , Middle Aged , Mutation/genetics , Neoplasm Grading , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Ovarian Neoplasms/genetics , Peritoneal Neoplasms/genetics , Phylogeny , Single-Cell Analysis/methods , Survival Rate
10.
J Pathol ; 236(2): 201-9, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25692284

ABSTRACT

Endometriosis is a significant risk factor for clear cell and endometrioid ovarian cancers and is often found contiguous with these cancers. Using whole-genome shotgun sequencing of seven clear cell ovarian carcinomas (CCC) and targeted sequencing in synchronous endometriosis, we have investigated how this carcinoma may evolve from endometriosis. In every case we observed multiple tumour-associated somatic mutations in at least one concurrent endometriotic lesion. ARID1A and PIK3CA mutations appeared consistently in concurrent endometriosis when present in the primary CCC. In several cases, one or more endometriotic lesions carried the near-complete complement of somatic mutations present in the index CCC tumour. Ancestral mutations were detected in both tumour-adjacent and -distant endometriotic lesions, regardless of any cytological atypia. These findings provide objective evidence that multifocal benign endometriotic lesions are clonally related and that CCCs arising in these patients progress from endometriotic lesions that may already carry sufficient cancer-associated mutations to be considered neoplasms themselves, albeit with low malignant potential. We speculate that genomically distinct classes of endometriosis exist and that ovarian endometriosis with high mutational burden represents one class at high risk for malignant transformation.


Subject(s)
Adenocarcinoma, Clear Cell/genetics , Endometriosis/genetics , Mutation/genetics , Ovarian Neoplasms/genetics , Class I Phosphatidylinositol 3-Kinases , DNA, Neoplasm/genetics , DNA-Binding Proteins , Female , Genome-Wide Association Study , Humans , Nuclear Proteins/genetics , Phosphatidylinositol 3-Kinases/genetics , Precancerous Conditions/genetics , Sequence Analysis, DNA , Transcription Factors/genetics
11.
Genome Res ; 24(11): 1881-93, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25060187

ABSTRACT

The evolution of cancer genomes within a single tumor creates mixed cell populations with divergent somatic mutational landscapes. Inference of tumor subpopulations has been disproportionately focused on the assessment of somatic point mutations, whereas computational methods targeting evolutionary dynamics of copy number alterations (CNA) and loss of heterozygosity (LOH) in whole-genome sequencing data remain underdeveloped. We present a novel probabilistic model, TITAN, to infer CNA and LOH events while accounting for mixtures of cell populations, thereby estimating the proportion of cells harboring each event. We evaluate TITAN on idealized mixtures, simulating clonal populations from whole-genome sequences taken from genomically heterogeneous ovarian tumor sites collected from the same patient. In addition, we show in 23 whole genomes of breast tumors that the inference of CNA and LOH using TITAN critically informs population structure and the nature of the evolving cancer genome. Finally, we experimentally validated subclonal predictions using fluorescence in situ hybridization (FISH) and single-cell sequencing from an ovarian cancer patient sample, thereby recapitulating the key modeling assumptions of TITAN.


Subject(s)
Algorithms , Computational Biology/methods , DNA Copy Number Variations , Models, Genetic , Neoplasms/genetics , Clone Cells/metabolism , Clone Cells/pathology , Female , Genomics/methods , Genotype , Humans , In Situ Hybridization, Fluorescence/methods , Loss of Heterozygosity , Ovarian Neoplasms/genetics , Polymorphism, Single Nucleotide , Reproducibility of Results , Sequence Analysis, DNA/methods , Triple Negative Breast Neoplasms/genetics
12.
Nat Genet ; 46(5): 427-9, 2014 May.
Article in English | MEDLINE | ID: mdl-24658001

ABSTRACT

Small cell carcinoma of the ovary of hypercalcemic type (SCCOHT) is an extremely rare, aggressive cancer affecting children and young women. We identified germline and somatic inactivating mutations in the SWI/SNF chromatin-remodeling gene SMARCA4 in 75% (9/12) of SCCOHT cases in addition to SMARCA4 protein loss in 82% (14/17) of SCCOHT tumors but in only 0.4% (2/485) of other primary ovarian tumors. These data implicate SMARCA4 in SCCOHT oncogenesis.


Subject(s)
Carcinoma, Small Cell/genetics , DNA Helicases/genetics , Mutation/genetics , Nuclear Proteins/genetics , Ovarian Neoplasms/genetics , Transcription Factors/genetics , Base Sequence , Chromatin Assembly and Disassembly/genetics , Chromosome Mapping , Computational Biology , DNA, Complementary/genetics , Electrophoresis, Polyacrylamide Gel , Exome/genetics , Female , Gene Library , Humans , Immunohistochemistry , Molecular Sequence Data , Sequence Analysis, DNA
13.
Mod Pathol ; 27(1): 128-34, 2014 Jan.
Article in English | MEDLINE | ID: mdl-23765252

ABSTRACT

Ovarian endometrioid carcinomas and endometrial endometrioid carcinomas share many histological and molecular alterations. These similarities are likely due to a common endometrial epithelial precursor cell of origin, with most ovarian endometrioid carcinomas arising from endometriosis. To directly compare the mutation profiles of two morphologically similar tumor types, endometrial endometrioid carcinomas (n=307) and ovarian endometrioid carcinomas (n=33), we performed select exon capture sequencing on a panel of genes: ARID1A, PTEN, PIK3CA, KRAS, CTNNB1, PPP2R1A, TP53. We found that PTEN mutations are more frequent in low-grade endometrial endometrioid carcinomas (67%) compared with low-grade ovarian endometrioid carcinomas (17%) (P<0.0001). By contrast, CTNNB1 mutations are significantly different in low-grade ovarian endometrioid carcinomas (53%) compared with low-grade endometrial endometrioid carcinomas (28%) (P<0.0057). This difference in CTNNB1 mutation frequency may be reflective of the distinct microenvironments; the epithelial cells lining an endometriotic cyst within the ovary are exposed to a highly oxidative environment that promotes tumorigenesis. Understanding the distinct mutation patterns found in the PI3K and Wnt pathways of ovarian and endometrial endometrioid carcinomas may provide future opportunities for stratifying patients for targeted therapeutics.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma, Endometrioid/genetics , Endometrial Neoplasms/genetics , Mutation , Ovarian Neoplasms/genetics , PTEN Phosphohydrolase/genetics , beta Catenin/genetics , Carcinoma, Endometrioid/pathology , DNA Mutational Analysis , Endometrial Neoplasms/pathology , Exons , Female , Genetic Predisposition to Disease , Humans , Neoplasm Grading , Ovarian Neoplasms/pathology , Phenotype , Tumor Microenvironment
15.
PLoS One ; 8(9): e72162, 2013.
Article in English | MEDLINE | ID: mdl-24023729

ABSTRACT

BACKGROUND: OVARIAN CARCINOMAS CONSIST OF AT LEAST FIVE DISTINCT DISEASES: high-grade serous, low-grade serous, clear cell, endometrioid, and mucinous. Biomarker and molecular characterization may represent a more biologically relevant basis for grouping and treating this family of tumors, rather than site of origin. Molecular characteristics have become the new standard for clinical pathology, however development of tailored type-specific therapies is hampered by a failure of basic research to recognize that model systems used to study these diseases must also be stratified. Unrelated model systems do offer value for study of biochemical processes but specific cellular context needs to be applied to assess relevant therapeutic strategies. METHODS: We have focused on the identification of clear cell carcinoma cell line models. A panel of 32 "ovarian cancer" cell lines has been classified into histotypes using a combination of mutation profiles, IHC mutation-surrogates, and a validated immunohistochemical model. All cell lines were identity verified using STR analysis. RESULTS: Many described ovarian clear cell lines have characteristic mutations (including ARID1A and PIK3CA) and an overall molecular/immuno-profile typical of primary tumors. Mutations in TP53 were present in the majority of high-grade serous cell lines. Advanced genomic analysis of bona-fide clear cell carcinoma cell lines also support copy number changes in typical biomarkers such at MET and HNF1B and a lack of any recurrent expressed re-arrangements. CONCLUSIONS: As with primary ovarian tumors, mutation status of cancer genes like ARID1A and TP53 and a general immuno-profile serve well for establishing histotype of ovarian cancer cell We describe specific biomarkers and molecular features to re-classify generic "ovarian carcinoma" cell lines into type specific categories. Our data supports the use of prototype clear cell lines, such as TOV21G and JHOC-5, and questions the use of SKOV3 and A2780 as models of high-grade serous carcinoma.


Subject(s)
Ovarian Neoplasms/genetics , Carcinoma, Ovarian Epithelial , Cell Line, Tumor , Cystadenocarcinoma, Serous/genetics , Cystadenocarcinoma, Serous/pathology , Female , Humans , Mutation , Neoplasms, Glandular and Epithelial/genetics , Neoplasms, Glandular and Epithelial/pathology , Ovarian Neoplasms/pathology , Tumor Suppressor Protein p53/genetics
16.
J Pathol ; 231(1): 21-34, 2013 Sep.
Article in English | MEDLINE | ID: mdl-23780408

ABSTRACT

High-grade serous ovarian cancer (HGSC) is characterized by poor outcome, often attributed to the emergence of treatment-resistant subclones. We sought to measure the degree of genomic diversity within primary, untreated HGSCs to examine the natural state of tumour evolution prior to therapy. We performed exome sequencing, copy number analysis, targeted amplicon deep sequencing and gene expression profiling on 31 spatially and temporally separated HGSC tumour specimens (six patients), including ovarian masses, distant metastases and fallopian tube lesions. We found widespread intratumoural variation in mutation, copy number and gene expression profiles, with key driver alterations in genes present in only a subset of samples (eg PIK3CA, CTNNB1, NF1). On average, only 51.5% of mutations were present in every sample of a given case (range 10.2-91.4%), with TP53 as the only somatic mutation consistently present in all samples. Complex segmental aneuploidies, such as whole-genome doubling, were present in a subset of samples from the same individual, with divergent copy number changes segregating independently of point mutation acquisition. Reconstruction of evolutionary histories showed one patient with mixed HGSC and endometrioid histology, with common aetiologic origin in the fallopian tube and subsequent selection of different driver mutations in the histologically distinct samples. In this patient, we observed mixed cell populations in the early fallopian tube lesion, indicating that diversity arises at early stages of tumourigenesis. Our results revealed that HGSCs exhibit highly individual evolutionary trajectories and diverse genomic tapestries prior to therapy, exposing an essential biological characteristic to inform future design of personalized therapeutic solutions and investigation of drug-resistance mechanisms.


Subject(s)
Cystadenocarcinoma, Serous/genetics , DNA Mutational Analysis/methods , Gene Expression Regulation, Neoplastic , Genetic Variation/genetics , Ovarian Neoplasms/genetics , Aged , Clone Cells , Cystadenocarcinoma, Serous/secondary , Disease Progression , Drug Resistance , Female , Gene Dosage , Gene Expression Profiling , Humans , Middle Aged , Neoplasm Staging , Ovarian Neoplasms/pathology , Real-Time Polymerase Chain Reaction
17.
PLoS One ; 7(8): e41551, 2012.
Article in English | MEDLINE | ID: mdl-22916110

ABSTRACT

Next generation sequencing has now enabled a cost-effective enumeration of the full mutational complement of a tumor genome-in particular single nucleotide variants (SNVs). Most current computational and statistical models for analyzing next generation sequencing data, however, do not account for cancer-specific biological properties, including somatic segmental copy number alterations (CNAs)-which require special treatment of the data. Here we present CoNAn-SNV (Copy Number Annotated SNV): a novel algorithm for the inference of single nucleotide variants (SNVs) that overlap copy number alterations. The method is based on modelling the notion that genomic regions of segmental duplication and amplification induce an extended genotype space where a subset of genotypes will exhibit heavily skewed allelic distributions in SNVs (and therefore render them undetectable by methods that assume diploidy). We introduce the concept of modelling allelic counts from sequencing data using a panel of Binomial mixture models where the number of mixtures for a given locus in the genome is informed by a discrete copy number state given as input. We applied CoNAn-SNV to a previously published whole genome shotgun data set obtained from a lobular breast cancer and show that it is able to discover 21 experimentally revalidated somatic non-synonymous mutations in a lobular breast cancer genome that were not detected using copy number insensitive SNV detection algorithms. Importantly, ROC analysis shows that the increased sensitivity of CoNAn-SNV does not result in disproportionate loss of specificity. This was also supported by analysis of a recently published lymphoma genome with a relatively quiescent karyotype, where CoNAn-SNV showed similar results to other callers except in regions of copy number gain where increased sensitivity was conferred. Our results indicate that in genomically unstable tumors, copy number annotation for SNV detection will be critical to fully characterize the mutational landscape of cancer genomes.


Subject(s)
Genes, Neoplasm , Genome , Mutation , Neoplasms/genetics , Algorithms , DNA Copy Number Variations , Humans , Models, Genetic
18.
Nature ; 486(7403): 395-9, 2012 Apr 04.
Article in English | MEDLINE | ID: mdl-22495314

ABSTRACT

Primary triple-negative breast cancers (TNBCs), a tumour type defined by lack of oestrogen receptor, progesterone receptor and ERBB2 gene amplification, represent approximately 16% of all breast cancers. Here we show in 104 TNBC cases that at the time of diagnosis these cancers exhibit a wide and continuous spectrum of genomic evolution, with some having only a handful of coding somatic aberrations in a few pathways, whereas others contain hundreds of coding somatic mutations. High-throughput RNA sequencing (RNA-seq) revealed that only approximately 36% of mutations are expressed. Using deep re-sequencing measurements of allelic abundance for 2,414 somatic mutations, we determine for the first time-to our knowledge-in an epithelial tumour subtype, the relative abundance of clonal frequencies among cases representative of the population. We show that TNBCs vary widely in their clonal frequencies at the time of diagnosis, with the basal subtype of TNBC showing more variation than non-basal TNBC. Although p53 (also known as TP53), PIK3CA and PTEN somatic mutations seem to be clonally dominant compared to other genes, in some tumours their clonal frequencies are incompatible with founder status. Mutations in cytoskeletal, cell shape and motility proteins occurred at lower clonal frequencies, suggesting that they occurred later during tumour progression. Taken together, our results show that understanding the biology and therapeutic responses of patients with TNBC will require the determination of individual tumour clonal genotypes.


Subject(s)
Breast Neoplasms/genetics , Breast Neoplasms/pathology , Evolution, Molecular , Mutation/genetics , Alleles , Breast Neoplasms/diagnosis , Clone Cells/metabolism , Clone Cells/pathology , DNA Copy Number Variations/genetics , DNA Mutational Analysis , Disease Progression , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/genetics , Genotype , High-Throughput Nucleotide Sequencing , Humans , INDEL Mutation/genetics , Point Mutation/genetics , Precision Medicine , Reproducibility of Results , Sequence Analysis, RNA
19.
Proc Natl Acad Sci U S A ; 109(3): 929-34, 2012 Jan 17.
Article in English | MEDLINE | ID: mdl-22223660

ABSTRACT

14-3-3 proteins are ubiquitously expressed regulators of various cellular functions, including proliferation, metabolism, and differentiation, and altered 14-3-3 expression is associated with development and progression of cancer. We report a transforming 14-3-3 oncoprotein, which we identified through conventional cytogenetics and whole-transcriptome sequencing analysis as a highly recurrent genetic mechanism in a clinically aggressive form of uterine sarcoma: high-grade endometrial stromal sarcoma (ESS). The 14-3-3 oncoprotein results from a t(10;17) genomic rearrangement, leading to fusion between 14-3-3ε (YWHAE) and either of two nearly identical FAM22 family members (FAM22A or FAM22B). Expression of YWHAE-FAM22 fusion oncoproteins was demonstrated by immunoblot in t(10;17)-bearing frozen tumor and cell line samples. YWHAE-FAM22 fusion gene knockdowns were performed with shRNAs and siRNAs targeting various FAM22A exons in an t(10;17)-bearing ESS cell line (ESS1): Fusion protein expression was inhibited, with corresponding reduction in cell growth and migration. YWHAE-FAM22 maintains a structurally and functionally intact 14-3-3ε (YWHAE) protein-binding domain, which is directed to the nucleus by a FAM22 nuclear localization sequence. In contrast to classic ESS, harboring JAZF1 genetic fusions, YWHAE-FAM22 ESS display high-grade histologic features, a distinct gene-expression profile, and a more aggressive clinical course. Fluorescence in situ hybridization analysis demonstrated absolute specificity of YWHAE-FAM22A/B genetic rearrangement for high-grade ESS, with no fusions detected in other uterine and nonuterine mesenchymal tumors (55 tumor types, n = 827). These discoveries reveal diagnostically and therapeutically relevant models for characterizing aberrant 14-3-3 oncogenic functions.


Subject(s)
14-3-3 Proteins/metabolism , Oncogene Proteins, Fusion/metabolism , Sarcoma, Endometrial Stromal/metabolism , Sarcoma, Endometrial Stromal/pathology , 14-3-3 Proteins/genetics , Cell Nucleus/metabolism , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/pathology , Chromosomes, Human, Pair 10/genetics , Chromosomes, Human, Pair 17/genetics , Co-Repressor Proteins , Cytogenetic Analysis , DNA-Binding Proteins , Disease Progression , Female , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Gene Rearrangement/genetics , Genome, Human/genetics , Humans , Molecular Sequence Data , Neoplasm Grading , Neoplasm Proteins/metabolism , Protein Binding , Protein Transport , Sarcoma, Endometrial Stromal/genetics , Sequence Analysis, DNA , Transcriptome , Translocation, Genetic
20.
Mod Pathol ; 25(5): 740-50, 2012 May.
Article in English | MEDLINE | ID: mdl-22282309

ABSTRACT

We characterized BRCA1 and BRCA2 status (mutation/methylation) in a consecutive series of cases of ovarian carcinoma in order to identify differences in clinicopathological features, molecular characteristics, and outcome between the pelvic high-grade serous cancers with (i) germline or somatic mutations in BRCA1 or BRCA2, (ii) methylation of BRCA1, and (iii) normal BRCA1 or BRCA2. In all, 131 women were identified prospectively, who were undergoing surgical staging and agreed to germline testing for BRCA1 and BRCA2 mutations. Histopathology, germline and somatic BRCA1 or BRCA2 mutations, BRCA1 methylation, and BRCA1 and BRCA2 mRNA expression levels distinguished four subgroups. In all, 103 cases were high-grade serous carcinoma and of these 31 (30%) had germline or somatic BRCA1 or BRCA2 mutations (20% BRCA1 and 10% BRCA2) (group 1), 21 (20%) had methylation of BRCA1 (group 2), and in 51 (50%) there was no BRCA loss (group 3). Group 4 consisted of 28 cases of non-high-grade serous, none of which had BRCA loss. BRCA1 and BRCA2 mRNA expression levels correlated with designated group (P=0.0008). Among high-grade serous carcinomas, there were no differences between groups 1-3 with respect to stage, ascites, CA125 level, platinum sensitivity, cytoreduction rate, neoadjuvant chemotherapy, or survival. Tumors with BRCA1 or BRCA2 mutations had increased immune infiltrates (CD20 and TIA-1) compared with high-grade serous without mutations (P=0.034, 0.027). TP53 expression differed between groups (P<0.0001), with abnormal TP53 expression in 49/50 tumors from groups 1 and 2. Wild-type TP53 expression was associated with worse outcome in high-grade serous (P<0.001). BRCA loss (mutation/methylation) is a common event in the pelvic high-grade serous (50%). TP53 abnormalities and increased immune cell infiltrates are significantly more common in high-grade serous with germline and somatic mutations in BRCA1 or BRCA2, compared with tumors lacking BRCA abnormalities.


Subject(s)
BRCA2 Protein/genetics , Cystadenocarcinoma, Serous/pathology , Lymphocytes, Tumor-Infiltrating/pathology , Mutation , Ovarian Neoplasms/pathology , Tumor Suppressor Protein p53/genetics , Ubiquitin-Protein Ligases/genetics , Aged , BRCA2 Protein/metabolism , Cystadenocarcinoma, Serous/genetics , Cystadenocarcinoma, Serous/metabolism , DNA Mutational Analysis , DNA, Neoplasm/analysis , Female , Humans , Middle Aged , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Prospective Studies , Tumor Suppressor Protein p53/metabolism , Ubiquitin-Protein Ligases/metabolism
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