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1.
Cell ; 157(2): 382-394, 2014 Apr 10.
Article in English | MEDLINE | ID: mdl-24725405

ABSTRACT

Missense mutations in the p53 tumor suppressor inactivate its antiproliferative properties but can also promote metastasis through a gain-of-function activity. We show that sustained expression of mutant p53 is required to maintain the prometastatic phenotype of a murine model of pancreatic cancer, a highly metastatic disease that frequently displays p53 mutations. Transcriptional profiling and functional screening identified the platelet-derived growth factor receptor b (PDGFRb) as both necessary and sufficient to mediate these effects. Mutant p53 induced PDGFRb through a cell-autonomous mechanism involving inhibition of a p73/NF-Y complex that represses PDGFRb expression in p53-deficient, noninvasive cells. Blocking PDGFRb signaling by RNA interference or by small molecule inhibitors prevented pancreatic cancer cell invasion in vitro and metastasis formation in vivo. Finally, high PDGFRb expression correlates with poor disease-free survival in pancreatic, colon, and ovarian cancer patients, implicating PDGFRb as a prognostic marker and possible target for attenuating metastasis in p53 mutant tumors.


Subject(s)
Carcinoma, Pancreatic Ductal/metabolism , Neoplasm Metastasis , Pancreatic Neoplasms/metabolism , Receptor, Platelet-Derived Growth Factor beta/metabolism , Tumor Suppressor Protein p53/metabolism , Animals , Carcinoma, Pancreatic Ductal/pathology , Disease Models, Animal , Gene Expression Profiling , Humans , Mice , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Tumor Suppressor Protein p53/genetics
2.
Am J Hum Genet ; 110(3): 419-426, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36868206

ABSTRACT

Australian Genomics is a national collaborative partnership of more than 100 organizations piloting a whole-of-system approach to integrating genomics into healthcare, based on federation principles. In the first five years of operation, Australian Genomics has evaluated the outcomes of genomic testing in more than 5,200 individuals across 19 rare disease and cancer flagship studies. Comprehensive analyses of the health economic, policy, ethical, legal, implementation and workforce implications of incorporating genomics in the Australian context have informed evidence-based change in policy and practice, resulting in national government funding and equity of access for a range of genomic tests. Simultaneously, Australian Genomics has built national skills, infrastructure, policy, and data resources to enable effective data sharing to drive discovery research and support improvements in clinical genomic delivery.


Subject(s)
Genomics , Health Policy , Humans , Australia , Rare Diseases , Delivery of Health Care
3.
Lancet ; 403(10423): 261-270, 2024 Jan 20.
Article in English | MEDLINE | ID: mdl-38065194

ABSTRACT

BACKGROUND: Adjuvant breast radiotherapy as a standard component of breast-conserving treatment for early cancer can overtreat many women. Breast MRI is the most sensitive modality to assess local tumour burden. The aim of this study was to determine whether a combination of MRI and pathology findings can identify women with truly localised breast cancer who can safely avoid radiotherapy. METHODS: PROSPECT is a prospective, multicentre, two-arm, non-randomised trial of radiotherapy omission in patients selected using preoperative MRI and postoperative tumour pathology. It is being conducted at four academic hospitals in Australia. Women aged 50 years or older with cT1N0 non-triple-negative breast cancer were eligible. Those with apparently unifocal cancer had breast-conserving surgery (BCS) and, if pT1N0 or N1mi, had radiotherapy omitted (group 1). Standard treatment including excision of MRI-detected additional cancers was offered to the others (group 2). All were recommended systemic therapy. The primary outcome was ipsilateral invasive recurrence rate (IIRR) at 5 years in group 1. Primary analysis occurred after the 100th group 1 patient reached 5 years follow-up. Quality-adjusted life-years (QALYs) and cost-effectiveness of the PROSPECT pathway were analysed. This study is registered with the Australian New Zealand Clinical Trials Registry (ACTRN12610000810011). FINDINGS: Between May 17, 2011, and May 6, 2019, 443 patients with breast cancer underwent MRI. Median age was 63·0 years. MRI detected 61 malignant occult lesions separate from the index cancer in 48 patients (11%). Of 201 group 1 patients who had BCS without radiotherapy, the IIRR at 5 years was 1·0% (upper 95% CI 5·4%). In group 1, one local recurrence occurred at 4·5 years and a second at 7·5 years. In group 2, nine patients had mastectomy (2% of total cohort), and the 5-year IIRR was 1·7% (upper 95% CI 6·1%). The only distant metastasis in the entire cohort was genetically distinct from the index cancer. The PROSPECT pathway increased QALYs by 0·019 (95% CI 0·008-0·029) and saved AU$1980 (95% CI 1396-2528) or £953 (672-1216) per patient. INTERPRETATION: PROSPECT suggests that women with unifocal breast cancer on MRI and favourable pathology can safely omit radiotherapy. FUNDING: Breast Cancer Trials, National Breast Cancer Foundation, Cancer Council Victoria, the Royal Melbourne Hospital Foundation, and the Breast Cancer Research Foundation.


Subject(s)
Breast Neoplasms , Female , Humans , Middle Aged , Breast Neoplasms/diagnostic imaging , Breast Neoplasms/radiotherapy , Breast Neoplasms/surgery , Magnetic Resonance Imaging , Mastectomy , Mastectomy, Segmental/methods , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Prospective Studies , Radiotherapy, Adjuvant , Victoria , Aged
4.
Cell ; 140(5): 744-52, 2010 Mar 05.
Article in English | MEDLINE | ID: mdl-20211142

ABSTRACT

Combinatorial interactions among transcription factors are critical to directing tissue-specific gene expression. To build a global atlas of these combinations, we have screened for physical interactions among the majority of human and mouse DNA-binding transcription factors (TFs). The complete networks contain 762 human and 877 mouse interactions. Analysis of the networks reveals that highly connected TFs are broadly expressed across tissues, and that roughly half of the measured interactions are conserved between mouse and human. The data highlight the importance of TF combinations for determining cell fate, and they lead to the identification of a SMAD3/FLI1 complex expressed during development of immunity. The availability of large TF combinatorial networks in both human and mouse will provide many opportunities to study gene regulation, tissue differentiation, and mammalian evolution.


Subject(s)
Gene Expression Regulation , Gene Regulatory Networks , Transcription Factors/metabolism , Animals , Cell Differentiation , Evolution, Molecular , Humans , Mice , Monocytes/cytology , Organ Specificity , Smad3 Protein/metabolism , Trans-Activators/metabolism
5.
Blood ; 139(24): 3519-3531, 2022 06 16.
Article in English | MEDLINE | ID: mdl-35192684

ABSTRACT

Transcriptome sequencing has identified multiple subtypes of B-progenitor acute lymphoblastic leukemia (B-ALL) of prognostic significance, but a minority of cases lack a known genetic driver. Here, we used integrated whole-genome (WGS) and -transcriptome sequencing (RNA-seq), enhancer mapping, and chromatin topology analysis to identify previously unrecognized genomic drivers in B-ALL. Newly diagnosed (n = 3221) and relapsed (n = 177) B-ALL cases with tumor RNA-seq were studied. WGS was performed to detect mutations, structural variants, and copy number alterations. Integrated analysis of histone 3 lysine 27 acetylation and chromatin looping was performed using HiChIP. We identified a subset of 17 newly diagnosed and 5 relapsed B-ALL cases with a distinct gene expression profile and 2 universal and unique genomic alterations resulting from aberrant recombination-activating gene activation: a focal deletion downstream of PAN3 at 13q12.2 resulting in CDX2 deregulation by the PAN3 enhancer and a focal deletion of exons 18-21 of UBTF at 17q21.31 resulting in a chimeric fusion, UBTF::ATXN7L3. A subset of cases also had rearrangement and increased expression of the PAX5 gene, which is otherwise uncommon in B-ALL. Patients were more commonly female and young adult with median age 35 (range,12-70 years). The immunophenotype was characterized by CD10 negativity and immunoglobulin M positivity. Among 16 patients with known clinical response, 9 (56.3%) had high-risk features including relapse (n = 4) or minimal residual disease >1% at the end of remission induction (n = 5). CDX2-deregulated, UBTF::ATXN7L3 rearranged (CDX2/UBTF) B-ALL is a high-risk subtype of leukemia in young adults for which novel therapeutic approaches are required.


Subject(s)
Precursor B-Cell Lymphoblastic Leukemia-Lymphoma , Precursor Cell Lymphoblastic Leukemia-Lymphoma , Adolescent , Adult , Aged , CDX2 Transcription Factor/genetics , Child , Chromatin , Female , Genomics/methods , Humans , Male , Middle Aged , Pol1 Transcription Initiation Complex Proteins , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/diagnosis , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/genetics , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Prognosis , Transcription Factors/genetics , Transcriptome , Young Adult
6.
Semin Cancer Biol ; 84: 23-31, 2022 09.
Article in English | MEDLINE | ID: mdl-34256129

ABSTRACT

Whole-genome sequencing either alone or in combination with whole-transcriptome sequencing has started to be used to analyze clinical tumor samples to improve diagnosis, provide risk stratification, and select patient-specific therapies. Compared with current genomic testing strategies, largely focused on small number of genes tested individually or targeted panels, whole-genome and transcriptome sequencing (WGTS) provides novel opportunities to identify and report a potentially much larger number of actionable alterations with diagnostic, prognostic, and/or predictive impact. Such alterations include point mutations, indels, copy- number aberrations and structural variants, but also germline variants, fusion genes, noncoding alterations and mutational signatures. Nevertheless, these comprehensive tests are accompanied by many challenges ranging from the extent and diversity of sequence alterations detected by these methods to the complexity and limited existing standardization in interpreting them. We describe the challenges of WGTS interpretation and the opportunities with comprehensive genomic testing.


Subject(s)
Neoplasms , Genome , High-Throughput Nucleotide Sequencing/methods , Humans , Medical Oncology , Mutation , Neoplasms/diagnosis , Neoplasms/genetics , Neoplasms/therapy , Precision Medicine/methods , Transcriptome
7.
Semin Cancer Biol ; 84: 32-39, 2022 09.
Article in English | MEDLINE | ID: mdl-34175442

ABSTRACT

Precision diagnostics is one of the two pillars of precision medicine. Sequencing efforts in the past decade have firmly established cancer as a primarily genetically driven disease. This concept is supported by therapeutic successes aimed at particular pathways that are perturbed by specific driver mutations in protein-coding domains and reflected in three recent FDA tissue agnostic cancer drug approvals. In addition, there is increasing evidence from studies that interrogate the entire genome by whole-genome sequencing that acquired global and complex genomic aberrations including those in non-coding regions of the genome might also reflect clinical outcome. After addressing technical, logistical, financial and ethical challenges, national initiatives now aim to introduce clinical whole-genome sequencing into real-world diagnostics as a rational and potentially cost-effective tool for response prediction in cancer and to identify patients who would benefit most from 'expensive' targeted therapies and recruitment into clinical trials. However, so far, this has not been accompanied by a systematic and prospective evaluation of the clinical utility of whole-genome sequencing within clinical trials of uniformly treated patients of defined clinical outcome. This approach would also greatly facilitate novel predictive biomarker discovery and validation, ultimately reducing size and duration of clinical trials and cost of drug development. This manuscript is the third in a series of three to review and critically appraise the potential and challenges of clinical whole-genome sequencing in solid tumors and hematological malignancies.


Subject(s)
Antineoplastic Agents , Neoplasms , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Genomics , High-Throughput Nucleotide Sequencing , Humans , Medical Oncology , Neoplasms/diagnosis , Neoplasms/drug therapy , Neoplasms/genetics , Precision Medicine
8.
Semin Cancer Biol ; 84: 16-22, 2022 09.
Article in English | MEDLINE | ID: mdl-34119643

ABSTRACT

Interrogating the tumor genome in its entirety by whole-genome sequencing (WGS) offers an unprecedented insight into the biology and pathogenesis of cancer, with potential impact on diagnostics, prognostication and therapy selection. WGS is able to detect sequence as well as structural variants and thereby combines central domains of cytogenetics and molecular genetics. Given the potential of WGS in directing targeted therapeutics and clinical decision-making, we envision a gradual transition of the method from research to clinical routine. This review is one out of three within this issue aimed at facilitating this effort, by discussing in-depth analytical validation, clinical interpretation and clinical utility of WGS. The review highlights the requirements for implementing, validating and maintaining a clinical WGS pipeline to obtain high-quality patient-specific data in accordance with the local regulatory landscape. Every step of the WGS pipeline, which includes DNA extraction, library preparation, sequencing, bioinformatics analysis, and data storage, is considered with respect to its logistics, necessities, potential pitfalls, and the required quality management. WGS is likely to drive clinical diagnostics and patient care forward, if requirements and challenges of the technique are recognized and met.


Subject(s)
Neoplasms , Computational Biology , Humans , Medical Oncology , Neoplasms/diagnosis , Neoplasms/genetics , Neoplasms/therapy , Precision Medicine , Whole Genome Sequencing/methods
9.
Nature ; 545(7653): 175-180, 2017 05 11.
Article in English | MEDLINE | ID: mdl-28467829

ABSTRACT

Melanoma of the skin is a common cancer only in Europeans, whereas it arises in internal body surfaces (mucosal sites) and on the hands and feet (acral sites) in people throughout the world. Here we report analysis of whole-genome sequences from cutaneous, acral and mucosal subtypes of melanoma. The heavily mutated landscape of coding and non-coding mutations in cutaneous melanoma resolved novel signatures of mutagenesis attributable to ultraviolet radiation. However, acral and mucosal melanomas were dominated by structural changes and mutation signatures of unknown aetiology, not previously identified in melanoma. The number of genes affected by recurrent mutations disrupting non-coding sequences was similar to that affected by recurrent mutations to coding sequences. Significantly mutated genes included BRAF, CDKN2A, NRAS and TP53 in cutaneous melanoma, BRAF, NRAS and NF1 in acral melanoma and SF3B1 in mucosal melanoma. Mutations affecting the TERT promoter were the most frequent of all; however, neither they nor ATRX mutations, which correlate with alternative telomere lengthening, were associated with greater telomere length. Most melanomas had potentially actionable mutations, most in components of the mitogen-activated protein kinase and phosphoinositol kinase pathways. The whole-genome mutation landscape of melanoma reveals diverse carcinogenic processes across its subtypes, some unrelated to sun exposure, and extends potential involvement of the non-coding genome in its pathogenesis.


Subject(s)
Genome, Human/genetics , Melanoma/genetics , Mutation/genetics , DNA Helicases/genetics , GTP Phosphohydrolases/genetics , Genes, p16 , Humans , Melanoma/classification , Membrane Proteins/genetics , Mitogen-Activated Protein Kinases/genetics , Neurofibromatosis 1/genetics , Nuclear Proteins/genetics , Phosphoproteins/genetics , Proto-Oncogene Proteins B-raf/genetics , RNA Splicing Factors/genetics , Signal Transduction/drug effects , Telomerase/genetics , Telomere/genetics , Tumor Suppressor Protein p53/genetics , Ultraviolet Rays/adverse effects , X-linked Nuclear Protein
10.
Nature ; 534(7607): 341-6, 2016 06 16.
Article in English | MEDLINE | ID: mdl-27281222

ABSTRACT

Chronic myeloid leukaemia (CML) arises after transformation of a haemopoietic stem cell (HSC) by the protein-tyrosine kinase BCR-ABL. Direct inhibition of BCR-ABL kinase has revolutionized disease management, but fails to eradicate leukaemic stem cells (LSCs), which maintain CML. LSCs are independent of BCR-ABL for survival, providing a rationale for identifying and targeting kinase-independent pathways. Here we show--using proteomics, transcriptomics and network analyses--that in human LSCs, aberrantly expressed proteins, in both imatinib-responder and non-responder patients, are modulated in concert with p53 (also known as TP53) and c-MYC regulation. Perturbation of both p53 and c-MYC, and not BCR-ABL itself, leads to synergistic cell kill, differentiation, and near elimination of transplantable human LSCs in mice, while sparing normal HSCs. This unbiased systems approach targeting connected nodes exemplifies a novel precision medicine strategy providing evidence that LSCs can be eradicated.


Subject(s)
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/metabolism , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Proto-Oncogene Proteins c-myc/antagonists & inhibitors , Tumor Suppressor Protein p53/antagonists & inhibitors , Acetamides/pharmacology , Acetamides/therapeutic use , Animals , Antigens, CD34/metabolism , Azepines/pharmacology , Azepines/therapeutic use , Cell Death/drug effects , Cell Differentiation/drug effects , DNA-Binding Proteins/metabolism , Female , Fusion Proteins, bcr-abl/metabolism , Hematopoietic Stem Cells/cytology , Hematopoietic Stem Cells/drug effects , Hematopoietic Stem Cells/metabolism , Humans , Imatinib Mesylate/pharmacology , Imatinib Mesylate/therapeutic use , Imidazolines/pharmacology , Imidazolines/therapeutic use , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Male , Mice , Neoplasm Proteins/metabolism , Neoplastic Stem Cells/drug effects , Neoplastic Stem Cells/transplantation , Proteomics , Proto-Oncogene Proteins c-myc/deficiency , Proto-Oncogene Proteins c-myc/genetics , Proto-Oncogene Proteins c-myc/metabolism , Reproducibility of Results , Signal Transduction/drug effects , Transcriptome , Tumor Suppressor Protein p53/deficiency , Tumor Suppressor Protein p53/genetics , Tumor Suppressor Protein p53/metabolism
11.
Mod Pathol ; 33(9): 1811-1821, 2020 09.
Article in English | MEDLINE | ID: mdl-32358589

ABSTRACT

There is now evidence that gene fusions activating the MAPK pathway are relatively common in pancreatic acinar cell carcinoma with potentially actionable BRAF or RET fusions being found in ~30%. We sought to investigate the incidence of RAF1 fusions in pancreatic malignancies with acinar cell differentiation. FISH testing for RAF1 was undertaken on 30 tumors comprising 25 'pure' acinar cell carcinomas, 2 mixed pancreatic acinar-neuroendocrine carcinomas, 1 mixed acinar cell-low grade neuroendocrine tumor and 2 pancreatoblastomas. RAF1 rearrangements were identified in 5 cases and confirmed by DNA and RNA sequencing to represent oncogenic fusions (GATM-RAF1, GOLGA4-RAF1, PDZRN3-RAF1, HERPUD1-RAF1 and TRIM33-RAF1) and to be mutually exclusive with BRAF and RET fusions, as well as KRAS mutations. Large genome-wide copy number changes were common and included 1q gain and/or 1p loss in all five RAF1 FISH-positive acinar cell carcinomas. RAF1 expression by immunohistochemistry was found in 3 of 5 (60%) of fusion-positive cases and no FISH-negative cases. Phospho-ERK1/2 expression was found in 4 of 5 RAF1-fusion-positive cases. Expression of both RAF1 and phospho-ERK1/2 was heterogeneous and often only detected at the tumor-stroma interface, thus limiting their clinical utility. We conclude that RAF1 gene rearrangements are relatively common in pancreatic acinar cell carcinomas (14.3% to 18.5% of cases) and can be effectively identified by FISH with follow up molecular testing. The combined results of several studies now indicate that BRAF, RET or RAF1 fusions occur in between one third and one-half of these tumors but are extremely rare in other pancreatic malignancies. As these fusions are potentially actionable with currently available therapies, a strong argument can be made to perform FISH or molecular testing on all pancreatic acinar cell carcinomas.


Subject(s)
Carcinoma, Acinar Cell/genetics , Pancreatic Neoplasms/genetics , Proto-Oncogene Proteins c-raf/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Carcinoma, Acinar Cell/pathology , Databases, Factual , Female , Gene Fusion , Gene Rearrangement , Humans , Male , Middle Aged , Pancreatic Neoplasms/pathology , Young Adult
13.
Nature ; 516(7530): 192-7, 2014 Dec 11.
Article in English | MEDLINE | ID: mdl-25503232

ABSTRACT

Pluripotency is defined by the ability of a cell to differentiate to the derivatives of all the three embryonic germ layers: ectoderm, mesoderm and endoderm. Pluripotent cells can be captured via the archetypal derivation of embryonic stem cells or via somatic cell reprogramming. Somatic cells are induced to acquire a pluripotent stem cell (iPSC) state through the forced expression of key transcription factors, and in the mouse these cells can fulfil the strictest of all developmental assays for pluripotent cells by generating completely iPSC-derived embryos and mice. However, it is not known whether there are additional classes of pluripotent cells, or what the spectrum of reprogrammed phenotypes encompasses. Here we explore alternative outcomes of somatic reprogramming by fully characterizing reprogrammed cells independent of preconceived definitions of iPSC states. We demonstrate that by maintaining elevated reprogramming factor expression levels, mouse embryonic fibroblasts go through unique epigenetic modifications to arrive at a stable, Nanog-positive, alternative pluripotent state. In doing so, we prove that the pluripotent spectrum can encompass multiple, unique cell states.


Subject(s)
Cellular Reprogramming/genetics , Cellular Reprogramming/physiology , Epigenesis, Genetic , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Animals , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Female , Fibroblasts/classification , Fibroblasts/cytology , Fibroblasts/metabolism , Histone Deacetylases/metabolism , Induced Pluripotent Stem Cells/classification , Mice , Mice, Nude , Transcription Factors/genetics , Transcription Factors/metabolism , Transgenes/genetics
14.
Nature ; 516(7530): 198-206, 2014 Dec 11.
Article in English | MEDLINE | ID: mdl-25503233

ABSTRACT

Somatic cell reprogramming to a pluripotent state continues to challenge many of our assumptions about cellular specification, and despite major efforts, we lack a complete molecular characterization of the reprograming process. To address this gap in knowledge, we generated extensive transcriptomic, epigenomic and proteomic data sets describing the reprogramming routes leading from mouse embryonic fibroblasts to induced pluripotency. Through integrative analysis, we reveal that cells transition through distinct gene expression and epigenetic signatures and bifurcate towards reprogramming transgene-dependent and -independent stable pluripotent states. Early transcriptional events, driven by high levels of reprogramming transcription factor expression, are associated with widespread loss of histone H3 lysine 27 (H3K27me3) trimethylation, representing a general opening of the chromatin state. Maintenance of high transgene levels leads to re-acquisition of H3K27me3 and a stable pluripotent state that is alternative to the embryonic stem cell (ESC)-like fate. Lowering transgene levels at an intermediate phase, however, guides the process to the acquisition of ESC-like chromatin and DNA methylation signature. Our data provide a comprehensive molecular description of the reprogramming routes and is accessible through the Project Grandiose portal at http://www.stemformatics.org.


Subject(s)
Cellular Reprogramming/genetics , Genome/genetics , Induced Pluripotent Stem Cells/cytology , Induced Pluripotent Stem Cells/metabolism , Animals , Chromatin/chemistry , Chromatin/genetics , Chromatin/metabolism , Chromatin Assembly and Disassembly , DNA Methylation , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Epistasis, Genetic/genetics , Fibroblasts/cytology , Fibroblasts/metabolism , Histones/chemistry , Histones/metabolism , Internet , Mice , Proteome/genetics , Proteomics , RNA, Long Noncoding/genetics , Transcription Factors/genetics , Transcription Factors/metabolism , Transcription, Genetic/genetics , Transcriptome/genetics , Transgenes/genetics
15.
Nucleic Acids Res ; 46(10): 4903-4918, 2018 06 01.
Article in English | MEDLINE | ID: mdl-29718321

ABSTRACT

The replicative immortality of human cancer cells is achieved by activation of a telomere maintenance mechanism (TMM). To achieve this, cancer cells utilise either the enzyme telomerase, or the Alternative Lengthening of Telomeres (ALT) pathway. These distinct molecular pathways are incompletely understood with respect to activation and propagation, as well as their associations with clinical outcomes. We have identified significant differences in the telomere repeat composition of tumours that use ALT compared to tumours that do not. We then employed a machine learning approach to stratify tumours according to telomere repeat content with an accuracy of 91.6%. Importantly, this classification approach is applicable across all tumour types. Analysis of pathway mutations that were under-represented in ALT tumours, across 1,075 tumour samples, revealed that the autophagy, cell cycle control of chromosomal replication, and transcriptional regulatory network in embryonic stem cells pathways are involved in the survival of ALT tumours. Overall, our approach demonstrates that telomere sequence content can be used to stratify ALT activity in cancers, and begin to define the molecular pathways involved in ALT activation.


Subject(s)
Computational Biology/methods , Neoplasms/genetics , Telomere Homeostasis/genetics , Telomere/genetics , Adaptor Proteins, Signal Transducing/genetics , Co-Repressor Proteins , Databases, Genetic , Female , Humans , Machine Learning , Melanoma/genetics , Melanoma/mortality , Molecular Chaperones , Mutation , Neoplasms/mortality , Nuclear Proteins/genetics , Promoter Regions, Genetic , Survival Analysis , Telomerase/genetics , Exome Sequencing , X-linked Nuclear Protein/genetics
16.
Gastroenterology ; 154(3): 719-722.e3, 2018 02.
Article in English | MEDLINE | ID: mdl-29074453

ABSTRACT

We conducted a case-control exome-wide association study to discover germline variants in coding regions that affect risk for pancreatic cancer, combining data from 5 studies. We analyzed exome and genome sequencing data from 437 patients with pancreatic cancer (cases) and 1922 individuals not known to have cancer (controls). In the primary analysis, BRCA2 had the strongest enrichment for rare inactivating variants (17/437 cases vs 3/1922 controls) (P = 3.27x10-6; exome-wide statistical significance threshold P < 2.5x10-6). Cases had more rare inactivating variants in DNA repair genes than controls, even after excluding 13 genes known to predispose to pancreatic cancer (adjusted odds ratio, 1.35; P = .045). At the suggestive threshold (P < .001), 6 genes were enriched for rare damaging variants (UHMK1, AP1G2, DNTA, CHST6, FGFR3, and EPHA1) and 7 genes had associations with pancreatic cancer risk, based on the sequence-kernel association test. We confirmed variants in BRCA2 as the most common high-penetrant genetic factor associated with pancreatic cancer and we also identified candidate pancreatic cancer genes. Large collaborations and novel approaches are needed to overcome the genetic heterogeneity of pancreatic cancer predisposition.


Subject(s)
Biomarkers, Tumor/genetics , Exome Sequencing , Exome , Genetic Variation , Pancreatic Neoplasms/genetics , BRCA2 Protein/genetics , Case-Control Studies , Genetic Heterogeneity , Genetic Predisposition to Disease , Genome-Wide Association Study , Humans , Odds Ratio , Pancreatic Neoplasms/diagnosis , Phenotype , Risk Assessment , Risk Factors
17.
Gut ; 67(12): 2142-2155, 2018 12.
Article in English | MEDLINE | ID: mdl-29080858

ABSTRACT

OBJECTIVE: Extensive molecular heterogeneity of pancreatic ductal adenocarcinoma (PDA), few effective therapies and high mortality make this disease a prime model for advancing development of tailored therapies. The p16-cyclin D-cyclin-dependent kinase 4/6-retinoblastoma (RB) protein (CDK4) pathway, regulator of cell proliferation, is deregulated in PDA. Our aim was to develop a novel personalised treatment strategy for PDA based on targeting CDK4. DESIGN: Sensitivity to potent CDK4/6 inhibitor PD-0332991 (palbociclib) was correlated to protein and genomic data in 19 primary patient-derived PDA lines to identify biomarkers of response. In vivo efficacy of PD-0332991 and combination therapies was determined in subcutaneous, intrasplenic and orthotopic tumour models derived from genome-sequenced patient specimens and genetically engineered model. Mechanistically, monotherapy and combination therapy were investigated in the context of tumour cell and extracellular matrix (ECM) signalling. Prognostic relevance of companion biomarker, RB protein, was evaluated and validated in independent PDA patient cohorts (>500 specimens). RESULTS: Subtype-specific in vivo efficacy of PD-0332991-based therapy was for the first time observed at multiple stages of PDA progression: primary tumour growth, recurrence (second-line therapy) and metastatic setting and may potentially be guided by a simple biomarker (RB protein). PD-0332991 significantly disrupted surrounding ECM organisation, leading to increased quiescence, apoptosis, improved chemosensitivity, decreased invasion, metastatic spread and PDA progression in vivo. RB protein is prevalent in primary operable and metastatic PDA and may present a promising predictive biomarker to guide this therapeutic approach. CONCLUSION: This study demonstrates the promise of CDK4 inhibition in PDA over standard therapy when applied in a molecular subtype-specific context.


Subject(s)
Carcinoma, Pancreatic Ductal/drug therapy , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Pancreatic Neoplasms/drug therapy , Animals , Antineoplastic Agents/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/metabolism , Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/pathology , Disease Models, Animal , Humans , Mice, Inbred BALB C , Mice, Nude , Molecular Targeted Therapy/methods , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Phosphorylation , Piperazines/therapeutic use , Prognosis , Pyridines/therapeutic use , Retinoblastoma Protein/metabolism , Xenograft Model Antitumor Assays
18.
Nature ; 486(7402): 266-70, 2012 Apr 29.
Article in English | MEDLINE | ID: mdl-22699621

ABSTRACT

Pancreatic ductal adenocarcinoma (PDA) remains a lethal malignancy despite much progress concerning its molecular characterization. PDA tumours harbour four signature somatic mutations in addition to numerous lower frequency genetic events of uncertain significance. Here we use Sleeping Beauty (SB) transposon-mediated insertional mutagenesis in a mouse model of pancreatic ductal preneoplasia to identify genes that cooperate with oncogenic Kras(G12D) to accelerate tumorigenesis and promote progression. Our screen revealed new candidate genes for PDA and confirmed the importance of many genes and pathways previously implicated in human PDA. The most commonly mutated gene was the X-linked deubiquitinase Usp9x, which was inactivated in over 50% of the tumours. Although previous work had attributed a pro-survival role to USP9X in human neoplasia, we found instead that loss of Usp9x enhances transformation and protects pancreatic cancer cells from anoikis. Clinically, low USP9X protein and messenger RNA expression in PDA correlates with poor survival after surgery, and USP9X levels are inversely associated with metastatic burden in advanced disease. Furthermore, chromatin modulation with trichostatin A or 5-aza-2'-deoxycytidine elevates USP9X expression in human PDA cell lines, indicating a clinical approach for certain patients. The conditional deletion of Usp9x cooperated with Kras(G12D) to accelerate pancreatic tumorigenesis in mice, validating their genetic interaction. We propose that USP9X is a major tumour suppressor gene with prognostic and therapeutic relevance in PDA.


Subject(s)
Carcinoma, Pancreatic Ductal/enzymology , Pancreatic Neoplasms/enzymology , Ubiquitin Thiolesterase/genetics , Ubiquitin Thiolesterase/metabolism , Animals , Anoikis/genetics , Carcinoma, Pancreatic Ductal/genetics , Carcinoma, Pancreatic Ductal/pathology , Cell Line, Tumor , Disease Models, Animal , Endopeptidases , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Humans , Mice , Mice, Inbred C57BL , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , U937 Cells
20.
Ann Neurol ; 79(6): 1031-1037, 2016 06.
Article in English | MEDLINE | ID: mdl-27159321

ABSTRACT

Here we report whole exome sequencing (WES) on a cohort of 71 patients with persistently unresolved white matter abnormalities with a suspected diagnosis of leukodystrophy or genetic leukoencephalopathy. WES analyses were performed on trio, or greater, family groups. Diagnostic pathogenic variants were identified in 35% (25 of 71) of patients. Potentially pathogenic variants were identified in clinically relevant genes in a further 7% (5 of 71) of cases, giving a total yield of clinical diagnoses in 42% of individuals. These findings provide evidence that WES can substantially decrease the number of unresolved white matter cases. Ann Neurol 2016;79:1031-1037.


Subject(s)
DNA Mutational Analysis , Exome/genetics , Leukoencephalopathies/diagnosis , Leukoencephalopathies/genetics , White Matter/pathology , Adolescent , Adult , Child , Child, Preschool , Female , Humans , Leukoencephalopathies/pathology , Male , Mutation , Young Adult
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