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1.
J Clin Oncol ; 37(3): 202-212, 2019 01 20.
Article in English | MEDLINE | ID: mdl-30523719

ABSTRACT

PURPOSE: Biologic heterogeneity is a feature of diffuse large B-cell lymphoma (DLBCL), and the existence of a subgroup with poor prognosis and phenotypic proximity to Burkitt lymphoma is well known. Conventional cytogenetics identifies some patients with rearrangements of MYC and BCL2 and/or BCL6 (double-hit lymphomas) who are increasingly treated with more intensive chemotherapy, but a more biologically coherent and clinically useful definition of this group is required. PATIENTS AND METHODS: We defined a molecular high-grade (MHG) group by applying a gene expression-based classifier to 928 patients with DLBCL from a clinical trial that investigated the addition of bortezomib to standard rituximab plus cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP) therapy. The prognostic significance of MHG was compared with existing biomarkers. We performed targeted sequencing of 70 genes in 400 patients and explored molecular pathology using gene expression signature databases. Findings were validated in an independent data set. RESULTS: The MHG group comprised 83 patients (9%), with 75 in the cell-of-origin germinal center B-cell-like group. MYC rearranged and double-hit groups were strongly over-represented in MHG but comprised only one half of the total. Gene expression analysis revealed a proliferative phenotype with a relationship to centroblasts. Progression-free survival rate at 36 months after R-CHOP in the MHG group was 37% (95% CI, 24% to 55%) compared with 72% (95% CI, 68% to 77%) for others, and an analysis of treatment effects suggested a possible positive effect of bortezomib. Double-hit lymphomas lacking the MHG signature showed no evidence of worse outcome than other germinal center B-cell-like cases. CONCLUSION: MHG defines a biologically coherent high-grade B-cell lymphoma group with distinct molecular features and clinical outcomes that effectively doubles the size of the poor-prognosis, double-hit group. Patients with MHG may benefit from intensified chemotherapy or novel targeted therapies.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Lymphoma, Large B-Cell, Diffuse/drug therapy , Lymphoma, Large B-Cell, Diffuse/genetics , Antibodies, Monoclonal, Murine-Derived/administration & dosage , Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Biomarkers, Tumor/genetics , Biomarkers, Tumor/metabolism , Bortezomib/administration & dosage , Cyclophosphamide/administration & dosage , Databases, Genetic , Doxorubicin/administration & dosage , Female , Humans , Lymphoma, Large B-Cell, Diffuse/metabolism , Lymphoma, Large B-Cell, Diffuse/pathology , Male , Middle Aged , Neoplasm Grading , Prednisone/administration & dosage , Proportional Hazards Models , Randomized Controlled Trials as Topic , Retrospective Studies , Rituximab/administration & dosage , Transcriptome , Vincristine/administration & dosage
2.
Genome Med ; 9(1): 53, 2017 06 07.
Article in English | MEDLINE | ID: mdl-28592326

ABSTRACT

BACKGROUND: It is frequently assumed that pre-invasive lesions are simpler precursors of cancer and will contain a limited subset of the genomic changes seen in their associated invasive disease. Driver mutations are thought to occur early, but it is not known how many of these are present in pre-invasive lesions. These assumptions need to be tested with the increasing focus on both personalised cancer treatments and early detection methodologies. METHODS: We examined genomic copy number changes in 256 pre-invasive and invasive samples from 69 oral cancer patients. Forty-eight samples from 16 patients were further examined using exome sequencing. RESULTS: Evidence of a shared ancestor of both dysplasia and carcinoma was seen in all but one patient. One-third of dysplasias showed independent copy number events. The remainder had a copy number pattern that was similar to or simpler than that of the carcinoma. All dysplasias examined contained somatic mutations absent in the related carcinoma. Previously observed copy number changes and TP53 mutations were very frequently observed, and almost always shared between dysplasia and carcinoma. Other gene changes were more sporadic. Pathway analysis confirmed that each patient's disease developed in a different way. Examining the numbers of shared mutations and the rate of accumulation of mutations showed evidence that all samples contain a population of sub-clones, with little evidence of selective advantage of a subset of these. CONCLUSIONS: These findings suggest that most of the genomic changes driving oral cancer occur in the pre-cancerous state by way of gradual random accumulation rather than a dramatic single event.


Subject(s)
Carcinoma/pathology , DNA Copy Number Variations , Mouth Neoplasms/pathology , Mutation , Carcinoma/genetics , Carcinoma/metabolism , Disease Progression , Exome , Genes, Neoplasm , Genomics , Humans , Mouth Neoplasms/genetics , Mouth Neoplasms/metabolism , Neoplasm Invasiveness , Sequence Analysis, DNA
3.
Clin Biochem ; 50(6): 336-343, 2017 Apr.
Article in English | MEDLINE | ID: mdl-27867087

ABSTRACT

OBJECTIVES: Non-invasive tests for early detection of lung cancer are an important unmet clinical need. CIZ1b plasma biomarker can discriminate stage 1 lung cancer from within high-risk groups with clinically useful accuracy, with ROC AUCs in excess of 0.9 for two independent retrospective cohorts, and could therefore meet this need. Our aim was to characterise the native state of the biomarker and develop a quantitative immunoassay. DESIGN AND METHODS: Selective denaturation, preparative electrophoresis and mass spectrometry of human plasma were used to characterise the biomarker and interaction partners. A sandwich ELISA was generated, and specificity for CIZ1b biomarker tested on lung cancer patient plasma. RESULTS: CIZ1b biomarker is a denaturation-resistant complex between a C-terminal fragment of CIZ1 bearing the CIZ1b epitope specified by alternative splicing of exon14, and fibrinogen alpha chain. Reconstitution of the biomarker epitope with purified fibrinogen and CIZ1b, but not CIZ1a (non-alternatively spliced exon 14) confirmed the specificity of the results. The endogenous complex is highly stable in lung cancer plasma and can be quantified by pairing of a CIZ1b exon-junction specific antibody with detection of fibrinogen. Application of this sandwich ELISA to a prospectively collected development set of plasmas reveals the same level of accuracy as the western blot used to validate the discriminatory capability of the biomarker. CONCLUSIONS: Unexpected and unusual molecular structure of CIZ1b in native plasma has complicated immunoassay design, and delayed translation of this promising biomarker. However, CIZ1b can now be measured using a high-throughput, hospital-friendly sandwich ELISA format, overcoming an important barrier to further clinical development and application of this blood test for early stage lung cancer.


Subject(s)
Alternative Splicing/genetics , Biomarkers, Tumor/blood , Immunoassay/methods , Lung Neoplasms/blood , Nuclear Proteins/blood , Area Under Curve , Biomarkers, Tumor/genetics , Blotting, Western , Case-Control Studies , Chromatography, Liquid/methods , Enzyme-Linked Immunosorbent Assay , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Nuclear Proteins/genetics , Prospective Studies , Retrospective Studies , Tandem Mass Spectrometry/methods
4.
Oncotarget ; 6(37): 40186-201, 2015 Nov 24.
Article in English | MEDLINE | ID: mdl-26515596

ABSTRACT

Oral squamous cell carcinoma (OSCC) is a prevalent cancer with poor prognosis. Most OSCC progresses via a non-malignant stage called dysplasia. Effective treatment of dysplasia prior to potential malignant transformation is an unmet clinical need. To identify markers of early disease, we performed RNA sequencing of 19 matched HPV negative patient trios: normal oral mucosa, dysplasia and associated OSCC. We performed differential gene expression, principal component and correlated gene network analysis using these data. We found differences in the immune cell signatures present at different disease stages and were able to distinguish early events in pathogenesis, such as upregulation of many HOX genes, from later events, such as down-regulation of adherens junctions. We herein highlight novel coding and non-coding candidates for involvement in oral dysplasia development and malignant transformation, and speculate on how our findings may guide further translational research into the treatment of oral dysplasia.


Subject(s)
Cell Transformation, Neoplastic/genetics , Epithelium/metabolism , Mouth Mucosa/metabolism , Mouth Neoplasms/genetics , Precancerous Conditions/genetics , Sequence Analysis, RNA/methods , Cluster Analysis , Diagnosis, Differential , Disease Progression , Epithelium/pathology , Gene Expression Profiling/methods , Gene Regulatory Networks/genetics , Humans , Mouth Mucosa/pathology , Mouth Neoplasms/diagnosis , Precancerous Conditions/diagnosis , Principal Component Analysis , Reproducibility of Results , Sensitivity and Specificity
5.
J Pathol ; 237(3): 296-306, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26096211

ABSTRACT

The study of the relationships between pre-cancer and cancer and identification of early driver mutations is becoming increasingly important as the value of molecular markers of early disease and personalised drug targets is recognized, especially now the extent of clonal heterogeneity in fully invasive disease is being realized. It has been assumed that pre-cancerous lesions exhibit a fairly passive progression to invasive disease; the degree to which they, too, are heterogeneous is unknown. We performed ultra-deep sequencing of thousands of selected mutations, together with copy number analysis, from multiple, matched pre-invasive lesions, primary tumours and metastases from five patients with oral cancer, some with multiple primary tumours presenting either synchronously or metachronously, totalling 75 samples. This allowed the clonal relationships between the samples to be observed for each patient. We expose for the first time the unexpected variety and complexity of the relationships between this group of oral dysplasias and their associated carcinomas and, ultimately, the diversity of processes by which tumours are initiated, spread and metastasize. Instead of a series of genomic precursors of their adjacent invasive disease, we have shown dysplasia to be a distinct dynamic entity, refuting the belief that pre-cancer and invasive tumours with a close spatial relationship always have linearly related genomes. We show that oral pre-cancer exhibits considerable subclonal heterogeneity in its own right, that mutational changes in pre-cancer do not predict the onset of invasion, and that the genomic pathway to invasion is neither unified nor predictable. Sequence data from this study have been deposited in the European Nucleotide Archive, Accession No. PRJEB6588.


Subject(s)
Biomarkers, Tumor/genetics , Carcinoma/genetics , Cell Lineage , Cell Transformation, Neoplastic/genetics , Clonal Evolution , High-Throughput Nucleotide Sequencing/methods , Mouth Neoplasms/genetics , Precancerous Conditions/genetics , Sequence Analysis, DNA/methods , Carcinoma/secondary , Cell Movement , Cell Proliferation , Cell Transformation, Neoplastic/pathology , Disease Progression , Gene Dosage , Genetic Predisposition to Disease , Humans , Mouth Neoplasms/pathology , Mutation , Neoplasm Invasiveness , Phenotype , Precancerous Conditions/pathology
6.
Int J Cancer ; 137(10): 2364-73, 2015 Nov 15.
Article in English | MEDLINE | ID: mdl-26014678

ABSTRACT

Verrucous carcinoma of the oral cavity (OVC) is considered a subtype of classical oral squamous cell carcinoma (OSCC). Diagnosis is problematic, and additional biomarkers are needed to better stratify patients. To investigate their molecular signature, we performed low-coverage copy number (CN) sequencing on 57 OVC and exome and RNA sequencing on a subset of these and compared the data to the same OSCC parameters. CN results showed that OVC lacked any of the classical OSCC patterns such as gain of 3q and loss of 3p and demonstrated considerably fewer genomic rearrangements compared to the OSCC cohort. OVC and OSCC samples could be clearly differentiated. Exome sequencing showed that OVC samples lacked mutations in genes commonly associated with OSCC (TP53, NOTCH1, NOTCH2, CDKN2A and FAT1). RNA sequencing identified genes that were differentially expressed between the groups. In silico functional analysis showed that the mutated and differentially expressed genes in OVC samples were involved in cell adhesion and keratinocyte proliferation, while those in the OSCC cohort were enriched for cell death and apoptosis pathways. This is the largest and most detailed genomic and transcriptomic analysis yet performed on this tumour type, which, as an example of non-metastatic cancer, may shed light on the nature of metastases. These three independent investigations consistently show substantial differences between the cohorts. Taken together, they lead to the conclusion that OVC is not a subtype of OSCC, but should be classified as a distinct entity.


Subject(s)
Carcinoma, Verrucous/genetics , Carcinoma, Verrucous/pathology , Genetic Variation , Mouth Neoplasms/genetics , Mouth Neoplasms/pathology , Chromosomes, Human, Pair 3/genetics , Computer Simulation , Exome , Gene Expression Regulation, Neoplastic , Humans , Sequence Analysis, DNA/methods , Sequence Analysis, RNA/methods
7.
Cell Tissue Bank ; 16(1): 27-34, 2015 Mar.
Article in English | MEDLINE | ID: mdl-24715474

ABSTRACT

Biobanks provide a window of opportunity to store and add value to material from rare cases allowing their future use in biomedical research. One such example is the opportunityto obtain good quality tissue from patients undergoing gender re-assignment. Following patient agreement to donate tissue samples to our biobank we catalogued the histological appearance, defined the expression of the hormone receptors ERα, PR, AR and the proliferation marker Ki67, and generated and characterised primary cell cultures in a female to male (FTM) transgender patient referred to our unit for surgery. Immunohistochemistry was performed for ERα, PR and AR and the proliferation marker Ki67. Hormone receptor expression was confined to epithelial cells lining the breast ducts. Ki67 immunoreactivity was sparse indicating little proliferation of luminal epithelium, consistent with normal mammary gland. Cultures of epithelial cells and fibroblasts were derived from surplus tissue. The latter lacked expression of epithelial markers and hormone receptors but exhibited expression of vimentin. Culture of the former on Matrigel saw an outgrowth of more rounded "epithelial-like" cells. Immunofluoresence characterisation showed a mixed phenotype with expression of vimentin and both myoepithelial and luminal epithelial markers. Sporadic weak ERα expression and moderate PR expression was seen. In summary, as well as routinely collecting tissue and blood samples, we have characterised and stored tissue and cells from a FTM transgender patient, adding value to this resource which,available from the Breast Cancer Campaign Tissue Bank for those interested in further studying the biology of FTM transgender tissue.


Subject(s)
Breast , Tissue Banks , Transsexualism , Adult , Cell Culture Techniques , Female , Humans , Male , Young Adult
8.
J Mol Diagn ; 14(2): 104-11, 2012.
Article in English | MEDLINE | ID: mdl-22240447

ABSTRACT

Human papillomavirus (HPV) infection in cases of squamous cell carcinoma of the oropharynx is a powerful predictive and prognostic biomarker. We describe how the use of next-generation sequencing can provide a novel method for the detection of HPV in DNA isolated from formalin-fixed paraffin-embedded tissues. Using this methodology in a cohort of 44 head and neck tumors, we identified the samples that contained HPV sequences, the viral subtype involved, and a direct readout of viral load. Specificity of HPV detection by sequencing compared to traditional detection methods using either PCR or p16 immunohistochemistry was 100%. Sensitivity was 50% when either compared to PCR [confidence interval (CI) = 29% to 71%] or 75% when compared to p16 (CI = 47% to 91%). In addition, we demonstrate the ability of next-generation sequencing to detect other HPV subtypes that would not have been detected by traditional methods, and we demonstrated the ability to apply this method to any tumor and any virus in a panel of eight human cancer cell lines. This methodology also provides a tumor genomic copy number karyogram, and in the samples analyzed here, a lower level of chromosome instability was detected in HPV-positive tumors compared to HPV-negative tumors, as observed in previous studies. Thus, the use of next-generation sequencing for the detection of HPV provides a multiplicity of data with clinical significance in a single test.


Subject(s)
Gene Dosage , Head and Neck Neoplasms/diagnosis , Papillomaviridae/classification , Papillomaviridae/genetics , Papillomavirus Infections/diagnosis , Tumor Virus Infections/diagnosis , Viral Load/genetics , Carcinoma, Squamous Cell/diagnosis , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/virology , Cyclin-Dependent Kinase Inhibitor p16 , DNA, Viral/genetics , Female , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/virology , High-Throughput Nucleotide Sequencing , Humans , Immunoenzyme Techniques , Middle Aged , Neoplasm Proteins/metabolism , Papillomavirus Infections/genetics , Papillomavirus Infections/virology , Polymerase Chain Reaction , Sequence Analysis, DNA , Tumor Virus Infections/genetics , Tumor Virus Infections/virology
9.
Genomics ; 99(1): 18-24, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22050995

ABSTRACT

Squamous cell carcinoma of the lung is remarkable for the extent to which the same chromosomal abnormalities are detected in individual tumours. We have used next generation sequencing at low coverage to produce high resolution copy number karyograms of a series of 89 non-small cell lung tumours specifically of the squamous cell subtype. Because this methodology is able to create karyograms from formalin-fixed paraffin-embedded material, we were able to use archival stored samples for which survival data were available and correlate frequently occurring copy number changes with disease outcome. No single region of genomic change showed significant correlation with survival. However, adopting a whole-genome approach, we devised an algorithm that relates to total genomic damage, specifically the relative ratios of copy number states across the genome. This algorithm generated a novel index, which is an independent prognostic indicator in early stage squamous cell carcinoma of the lung.


Subject(s)
Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/mortality , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/mortality , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Adult , Aged , Aged, 80 and over , Algorithms , Carcinoma, Non-Small-Cell Lung/surgery , Carcinoma, Squamous Cell/surgery , Female , Gene Dosage , Genome, Human , Humans , Lung Neoplasms/surgery , Male , Middle Aged , Models, Genetic , Prognosis , Sequence Analysis, DNA , Survival Analysis
10.
Nucleic Acids Res ; 38(14): e151, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20525786

ABSTRACT

The use of next-generation sequencing technologies to produce genomic copy number data has recently been described. Most approaches, however, reply on optimal starting DNA, and are therefore unsuitable for the analysis of formalin-fixed paraffin-embedded (FFPE) samples, which largely precludes the analysis of many tumour series. We have sought to challenge the limits of this technique with regards to quality and quantity of starting material and the depth of sequencing required. We confirm that the technique can be used to interrogate DNA from cell lines, fresh frozen material and FFPE samples to assess copy number variation. We show that as little as 5 ng of DNA is needed to generate a copy number karyogram, and follow this up with data from a series of FFPE biopsies and surgical samples. We have used various levels of sample multiplexing to demonstrate the adjustable resolution of the methodology, depending on the number of samples and available resources. We also demonstrate reproducibility by use of replicate samples and comparison with microarray-based comparative genomic hybridization (aCGH) and digital PCR. This technique can be valuable in both the analysis of routine diagnostic samples and in examining large repositories of fixed archival material.


Subject(s)
DNA Copy Number Variations , Fixatives , Formaldehyde , Paraffin Embedding , Sequence Analysis, DNA/methods , Cell Line, Tumor , DNA, Neoplasm/chemistry , Humans , Neoplasms/genetics
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