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Michele C. Hayward

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DOI: 10.1371/journal.pone.0056823
2013
Cited 277 times
Molecular Subtypes in Head and Neck Cancer Exhibit Distinct Patterns of Chromosomal Gain and Loss of Canonical Cancer Genes
Head and neck squamous cell carcinoma (HNSCC) is a frequently fatal heterogeneous disease. Beyond the role of human papilloma virus (HPV), no validated molecular characterization of the disease has been established. Using an integrated genomic analysis and validation methodology we confirm four molecular classes of HNSCC (basal, mesenchymal, atypical, and classical) consistent with signatures established for squamous carcinoma of the lung, including deregulation of the KEAP1/NFE2L2 oxidative stress pathway, differential utilization of the lineage markers SOX2 and TP63, and preference for the oncogenes PIK3CA and EGFR. For potential clinical use the signatures are complimentary to classification by HPV infection status as well as the putative high risk marker CCND1 copy number gain. A molecular etiology for the subtypes is suggested by statistically significant chromosomal gains and losses and differential cell of origin expression patterns. Model systems representative of each of the four subtypes are also presented.
DOI: 10.1038/nature20132
2016
Cited 255 times
LKB1 loss links serine metabolism to DNA methylation and tumorigenesis
Intermediary metabolism generates substrates for chromatin modification, enabling the potential coupling of metabolic and epigenetic states. Here we identify a network linking metabolic and epigenetic alterations that is central to oncogenic transformation downstream of the liver kinase B1 (LKB1, also known as STK11) tumour suppressor, an integrator of nutrient availability, metabolism and growth. By developing genetically engineered mouse models and primary pancreatic epithelial cells, and employing transcriptional, proteomics, and metabolic analyses, we find that oncogenic cooperation between LKB1 loss and KRAS activation is fuelled by pronounced mTOR-dependent induction of the serine–glycine–one-carbon pathway coupled to S-adenosylmethionine generation. At the same time, DNA methyltransferases are upregulated, leading to elevation in DNA methylation with particular enrichment at retrotransposon elements associated with their transcriptional silencing. Correspondingly, LKB1 deficiency sensitizes cells and tumours to inhibition of serine biosynthesis and DNA methylation. Thus, we define a hypermetabolic state that incites changes in the epigenetic landscape to support tumorigenic growth of LKB1-mutant cells, while resulting in potential therapeutic vulnerabilities. Human tumours with mutations in LKB1 and Kras have a specific hypermetabolic state associated with increased DNA methylation, pointing to potential metabolic and epigenetic vulnerabilities of specific tumours. This paper describes a hypermetabolic state associated with human tumours that carry alterations in the LKB1 (or STK11) tumour suppressor and in KRAS. The oncogenic metabolic activity is associated with increased DNA methylation, which results in, among other things, retrotransposon silencing. The findings provide a link between metabolism and the epigenetic landscape of tumours, and identify potential metabolic and epigenetic vulnerabilities of specific oncogenic alterations.
DOI: 10.1158/1078-0432.ccr-10-0199
2010
Cited 248 times
Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types
Lung squamous cell carcinoma (SCC) is clinically and genetically heterogeneous, and current diagnostic practices do not adequately substratify this heterogeneity. A robust, biologically based SCC subclassification may describe this variability and lead to more precise patient prognosis and management. We sought to determine if SCC mRNA expression subtypes exist, are reproducible across multiple patient cohorts, and are clinically relevant.Subtypes were detected by unsupervised consensus clustering in five published discovery cohorts of mRNA microarrays, totaling 382 SCC patients. An independent validation cohort of 56 SCC patients was collected and assayed by microarrays. A nearest-centroid subtype predictor was built using discovery cohorts. Validation cohort subtypes were predicted and evaluated for confirmation. Subtype survival outcome, clinical covariates, and biological processes were compared by statistical and bioinformatic methods.Four lung SCC mRNA expression subtypes, named primitive, classical, secretory, and basal, were detected and independently validated (P < 0.001). The primitive subtype had the worst survival outcome (P < 0.05) and is an independent predictor of survival (P < 0.05). Tumor differentiation and patient sex were associated with subtype. The expression profiles of the subtypes contained distinct biological processes (primitive: proliferation; classical: xenobiotic metabolism; secretory: immune response; basal: cell adhesion) and suggested distinct pharmacologic interventions. Comparison with lung model systems revealed distinct subtype to cell type correspondence.Lung SCC consists of four mRNA expression subtypes that have different survival outcomes, patient populations, and biological processes. The subtypes stratify patients for more precise prognosis and targeted research.
DOI: 10.1371/journal.pone.0036530
2012
Cited 217 times
Differential Pathogenesis of Lung Adenocarcinoma Subtypes Involving Sequence Mutations, Copy Number, Chromosomal Instability, and Methylation
Background Lung adenocarcinoma (LAD) has extreme genetic variation among patients, which is currently not well understood, limiting progress in therapy development and research. LAD intrinsic molecular subtypes are a validated stratification of naturally-occurring gene expression patterns and encompass different functional pathways and patient outcomes. Patients may have incurred different mutations and alterations that led to the different subtypes. We hypothesized that the LAD molecular subtypes co-occur with distinct mutations and alterations in patient tumors. Methodology/Principal Findings The LAD molecular subtypes (Bronchioid, Magnoid, and Squamoid) were tested for association with gene mutations and DNA copy number alterations using statistical methods and published cohorts (n = 504). A novel validation (n = 116) cohort was assayed and interrogated to confirm subtype-alteration associations. Gene mutation rates (EGFR, KRAS, STK11, TP53), chromosomal instability, regional copy number, and genomewide DNA methylation were significantly different among tumors of the molecular subtypes. Secondary analyses compared subtypes by integrated alterations and patient outcomes. Tumors having integrated alterations in the same gene associated with the subtypes, e.g. mutation, deletion and underexpression of STK11 with Magnoid, and mutation, amplification, and overexpression of EGFR with Bronchioid. The subtypes also associated with tumors having concurrent mutant genes, such as KRAS-STK11 with Magnoid. Patient overall survival, cisplatin plus vinorelbine therapy response and predicted gefitinib sensitivity were significantly different among the subtypes. Conclusions/ Significance The lung adenocarcinoma intrinsic molecular subtypes co-occur with grossly distinct genomic alterations and with patient therapy response. These results advance the understanding of lung adenocarcinoma etiology and nominate patient subgroups for future evaluation of treatment response.
DOI: 10.1038/s41416-021-01488-6
2021
Cited 79 times
Fibroblast growth factor receptor 3 alterations and response to immune checkpoint inhibition in metastatic urothelial cancer: a real world experience
FGFR3-altered urothelial cancer (UC) correlates with a non-T cell-inflamed phenotype and has therefore been postulated to be less responsive to immune checkpoint blockade (ICB). Preclinical work suggests FGFR3 signalling may suppress pathways such as interferon signalling that alter immune microenvironment composition. However, correlative studies examining clinical trials have been conflicting as to whether FGFR altered tumours have equivalent response and survival to ICB in patients with metastatic UC. These findings have yet to be validated in real world data, therefore we evaluated clinical outcomes of patients with FGFR3-altered metastatic UC treated with ICB and investigate the underlying immunogenomic mechanisms of response and resistance.103 patients with metastatic UC treated with ICB at a single academic medical center from 2014 to 2018 were identified. Clinical annotation for demographics and cancer outcomes, as well as somatic DNA and RNA sequencing, were performed. Objective response rate to ICB, progression-free survival, and overall survival was compared between patients with FGFR3-alterations and those without. RNA expression, including molecular subtyping and T cell receptor clonality, was also compared between FGFR3-altered and non-altered patients.Our findings from this dataset confirm that FGFR3-altered (n = 17) and wild type (n = 86) bladder cancers are equally responsive to ICB (12 vs 19%, p = 0.73). Moreover, we demonstrate that despite being less inflamed, FGFR3-altered tumours have equivalent T cell receptor (TCR) diversity and that the balance of a CD8 T cell gene expression signature to immune suppressive features is an important determinant of ICB response.Our work in a real world dataset validates prior observations from clinical trials but also extends this prior work to demonstrate that FGFR3-altered and wild type tumours have equivalent TCR diversity and that the balance of effector T cell to immune suppression signals are an important determinant of ICB response.
DOI: 10.1158/1078-0432.ccr-11-0563
2012
Cited 145 times
Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
Abstract Purpose: A multicenter, open-label, phase II trial was conducted to evaluate the efficacy, safety, and tolerability of selumetinib in iodine-refractory papillary thyroid cancer (IRPTC). Experimental Design: Patients with advanced IRPTC with or without follicular elements and documented disease progression within the preceding 12 months were eligible to receive selumetinib at a dose of 100 mg twice daily. The primary endpoint was objective response rate using Response Evaluation Criteria in Solid Tumors. Secondary endpoints were safety, overall survival, and progression-free survival (PFS). Tumor genotype including mutations in BRAF, NRAS, and HRAS was assessed. Results: Best responses in 32 evaluable patients out of 39 enrolled were 1 partial response (3%), 21 stable disease (54%), and 11 progressive disease (28%). Disease stability maintenance occurred for 16 weeks in 49%, 24 weeks in 36%. Median PFS was 32 weeks. BRAF V600E mutants (12 of 26 evaluated, 46%) had a longer median PFS compared with patients with BRAF wild-type (WT) tumors (33 versus 11 weeks, respectively, HR = 0.6, not significant, P = 0.3). The most common adverse events and grades 3 to 4 toxicities included rash, fatigue, diarrhea, and peripheral edema. Two pulmonary deaths occurred in the study and were judged unlikely to be related to the study drug. Conclusions: Selumetinib was well tolerated but the study was negative with regard to the primary outcome. Secondary analyses suggest that future studies of selumetinib and other mitogen-activated protein (MAP)/extracellular signal-regulated kinase (ERK; MEK) inhibitors in IRPTC should consider BRAF V600E mutation status in the trial design based on differential trends in outcome. Clin Cancer Res; 18(7); 2056–65. ©2012 AACR.
DOI: 10.1158/1078-0432.ccr-18-1201
2018
Cited 85 times
Identification of Clonal Hematopoiesis Mutations in Solid Tumor Patients Undergoing Unpaired Next-Generation Sequencing Assays
In this era of precision-based medicine, for optimal patient care, results reported from commercial next-generation sequencing (NGS) assays should adequately reflect the burden of somatic mutations in the tumor being sequenced. Here, we sought to determine the prevalence of clonal hematopoiesis leading to possible misattribution of tumor mutation calls on unpaired Foundation Medicine NGS assays.This was a retrospective cohort study of individuals undergoing NGS of solid tumors from two large cancer centers. We identified and quantified mutations in genes known to be frequently altered in clonal hematopoiesis (DNMT3A, TET2, ASXL1, TP53, ATM, CHEK2, SF3B1, CBL, JAK2) that were returned to physicians on clinical Foundation Medicine reports. For a subset of patients, we explored the frequency of true clonal hematopoiesis by comparing mutations on Foundation Medicine reports with matched blood sequencing.Mutations in genes that are frequently altered in clonal hematopoiesis were identified in 65% (1,139/1,757) of patients undergoing NGS. When excluding TP53, which is often mutated in solid tumors, these events were still seen in 35% (619/1,757) of patients. Utilizing paired blood specimens, we were able to confirm that 8% (18/226) of mutations reported in these genes were true clonal hematopoiesis events. The majority of DNMT3A mutations (64%, 7/11) and minority of TP53 mutations (4%, 2/50) were clonal hematopoiesis.Clonal hematopoiesis mutations are commonly reported on unpaired NGS testing. It is important to recognize clonal hematopoiesis as a possible cause of misattribution of mutation origin when applying NGS findings to a patient's care.See related commentary by Pollyea, p. 5790.
DOI: 10.1634/theoncologist.2017-0170
2017
Cited 81 times
Enhancing Next-Generation Sequencing-Guided Cancer Care Through Cognitive Computing
Abstract Background Using next-generation sequencing (NGS) to guide cancer therapy has created challenges in analyzing and reporting large volumes of genomic data to patients and caregivers. Specifically, providing current, accurate information on newly approved therapies and open clinical trials requires considerable manual curation performed mainly by human “molecular tumor boards” (MTBs). The purpose of this study was to determine the utility of cognitive computing as performed by Watson for Genomics (WfG) compared with a human MTB. Materials and Methods One thousand eighteen patient cases that previously underwent targeted exon sequencing at the University of North Carolina (UNC) and subsequent analysis by the UNCseq informatics pipeline and the UNC MTB between November 7, 2011, and May 12, 2015, were analyzed with WfG, a cognitive computing technology for genomic analysis. Results Using a WfG-curated actionable gene list, we identified additional genomic events of potential significance (not discovered by traditional MTB curation) in 323 (32%) patients. The majority of these additional genomic events were considered actionable based upon their ability to qualify patients for biomarker-selected clinical trials. Indeed, the opening of a relevant clinical trial within 1 month prior to WfG analysis provided the rationale for identification of a new actionable event in nearly a quarter of the 323 patients. This automated analysis took &amp;lt;3 minutes per case. Conclusion These results demonstrate that the interpretation and actionability of somatic NGS results are evolving too rapidly to rely solely on human curation. Molecular tumor boards empowered by cognitive computing could potentially improve patient care by providing a rapid, comprehensive approach for data analysis and consideration of up-to-date availability of clinical trials. Implications for Practice The results of this study demonstrate that the interpretation and actionability of somatic next-generation sequencing results are evolving too rapidly to rely solely on human curation. Molecular tumor boards empowered by cognitive computing can significantly improve patient care by providing a fast, cost-effective, and comprehensive approach for data analysis in the delivery of precision medicine. Patients and physicians who are considering enrollment in clinical trials may benefit from the support of such tools applied to genomic data.
DOI: 10.1038/s41467-018-04355-w
2018
Cited 75 times
Factor XIIIA—expressing inflammatory monocytes promote lung squamous cancer through fibrin cross-linking
Lung cancer is the leading cause of cancer-related deaths worldwide, and lung squamous carcinomas (LUSC) represent about 30% of cases. Molecular aberrations in lung adenocarcinomas have allowed for effective targeted treatments, but corresponding therapeutic advances in LUSC have not materialized. However, immune checkpoint inhibitors in sub-populations of LUSC patients have led to exciting responses. Using computational analyses of The Cancer Genome Atlas, we identified a subset of LUSC tumors characterized by dense infiltration of inflammatory monocytes (IMs) and poor survival. With novel, immunocompetent metastasis models, we demonstrated that tumor cell derived CCL2-mediated recruitment of IMs is necessary and sufficient for LUSC metastasis. Pharmacologic inhibition of IM recruitment had substantial anti-metastatic effects. Notably, we show that IMs highly express Factor XIIIA, which promotes fibrin cross-linking to create a scaffold for LUSC cell invasion and metastases. Consistently, human LUSC samples containing extensive cross-linked fibrin in the microenvironment correlated with poor survival.
DOI: 10.1158/1078-0432.ccr-16-0015
2016
Cited 72 times
Germline Analysis from Tumor–Germline Sequencing Dyads to Identify Clinically Actionable Secondary Findings
Abstract Purpose: To evaluate germline variants in hereditary cancer susceptibility genes among unselected cancer patients undergoing tumor–germline sequencing. Experimental Design: Germline sequence data from 439 individuals undergoing tumor–germline dyad sequencing through the LCCC1108/UNCseq™ (NCT01457196) study were analyzed for genetic variants in 36 hereditary cancer susceptibility genes. These variants were analyzed as an exploratory research study to determine whether pathogenic variants exist within the germline of patients undergoing tumor–germline sequencing. Patients were unselected with respect to indicators of hereditary cancer predisposition. Results: Variants indicative of hereditary cancer predisposition were identified in 19 (4.3%) patients. For about half (10/19), these findings represent new diagnostic information with potentially important implications for the patient and their family. The others were previously identified through clinical genetic evaluation secondary to suspicion of a hereditary cancer predisposition. Genes with pathogenic variants included ATM, BRCA1, BRCA2, CDKN2A, and CHEK2. In contrast, a substantial proportion of patients (178, 40.5%) had Variants of Uncertain Significance (VUS), 24 of which had VUS in genes pertinent to the presenting cancer. Another 143 had VUS in other hereditary cancer genes, and 11 had VUS in both pertinent and nonpertinent genes. Conclusions: Germline analysis in tumor–germline sequencing dyads will occasionally reveal significant germline findings that were clinically occult, which could be beneficial for patients and their families. However, given the low yield for unexpected germline variation and the large proportion of patients with VUS results, analysis and return of germline results should adhere to guidelines for secondary findings rather than diagnostic hereditary cancer testing. Clin Cancer Res; 22(16); 4087–94. ©2016 AACR. See related commentary by Mandelker, p. 3987
DOI: 10.1111/j.1559-1816.2001.tb00195.x
2001
Cited 139 times
Optimism and Traumatic Stress: The Importance of Social Support and Coping<sup>1</sup>
This study examined the effects of optimism following traumatic stress and pathways through which optimism may act. Rescue and recovery workers at the crash site of US Air Flight 427 ( n = 159) were studied 2, 6, 9, and 12 months after the crash to examine optimistic outlook, social support, coping, and stress. As predicted, a more optimistic disposition was associated with less self‐reported distress, less use of avoidant and wishful‐thinking coping strategies, greater use of problem‐focused and seeking‐social‐support coping, and greater availability of social support. Contrary to expectations, coping did not account for the relationships observed between optimism and stress responding. Social support explained some of the effects of optimism on coping and stress, but these mediational effects varied over time. Findings suggest that optimism affects stress and coping directly and indirectly by affecting how much social support is available.
DOI: 10.1016/j.lungcan.2014.08.013
2014
Cited 64 times
Alterations of LKB1 and KRAS and risk of brain metastasis: Comprehensive characterization by mutation analysis, copy number, and gene expression in non-small-cell lung carcinoma
BackgroundBrain metastases are one of the most malignant complications of lung cancer and constitute a significant cause of cancer related morbidity and mortality worldwide. Recent years of investigation suggested a role of LKB1 in NSCLC development and progression, in synergy with KRAS alteration. In this study, we systematically analyzed how LKB1 and KRAS alteration, measured by mutation, gene expression (GE) and copy number (CN), are associated with brain metastasis in NSCLC.Materials and methodsPatients treated at University of North Carolina Hospital from 1990 to 2009 with NSCLC provided frozen, surgically extracted tumors for analysis. GE was measured using Agilent 44,000 custom-designed arrays, CN was assessed by Affymetrix GeneChip Human Mapping 250K Sty Array or the Genome-Wide Human SNP Array 6.0 and gene mutation was detected using ABI sequencing. Integrated analysis was conducted to assess the relationship between these genetic markers and brain metastasis. A model was proposed for brain metastasis prediction using these genetic measurements.Results17 of the 174 patients developed brain metastasis. LKB1 wild type tumors had significantly higher LKB1 CN (p < 0.001) and GE (p = 0.002) than the LKB1 mutant group. KRAS wild type tumors had significantly lower KRAS GE (p < 0.001) and lower CN, although the latter failed to be significant (p = 0.295). Lower LKB1 CN (p = 0.039) and KRAS mutation (p = 0.007) were significantly associated with more brain metastasis. The predictive model based on nodal (N) stage, patient age, LKB1 CN and KRAS mutation had a good prediction accuracy, with area under the ROC curve of 0.832 (p < 0.001).ConclusionLKB1 CN in combination with KRAS mutation predicted brain metastasis in NSCLC.
DOI: 10.1037/0022-006x.65.4.560
1997
Cited 104 times
Acute and chronic distress and posstraumatic stress disorder as a function of responsibility for serious motor vehicle accidents.
DOI: 10.5858/arpa.2012-0033-oa
2013
Cited 56 times
Validation of Interobserver Agreement in Lung Cancer Assessment: Hematoxylin-Eosin Diagnostic Reproducibility for Non–Small Cell Lung Cancer: The 2004 World Health Organization Classification and Therapeutically Relevant Subsets
Precise subtype diagnosis of non-small cell lung carcinoma is increasingly relevant, based on the availability of subtype-specific therapies, such as bevacizumab and pemetrexed, and based on the subtype-specific prevalence of activating epidermal growth factor receptor mutations.To establish a baseline measure of interobserver reproducibility for non-small cell lung carcinoma diagnoses with hematoxylin-eosin for the current 2004 World Health Organization classification, to estimate interobserver reproducibility for the therapeutically relevant squamous/nonsquamous subsets, and to examine characteristics that improve interobserver reproducibility.Primary, resected lung cancer specimens were converted to digital (virtual) slides. Based on a single hematoxylin-eosin virtual slide, pathologists were asked to assign a diagnosis using the 2004 World Health Organization classification. Kappa statistics were calculated for each pathologist-pair for each slide and were summarized by classification scheme, pulmonary pathology expertise, diagnostic confidence, and neoplastic grade.The 12 pulmonary pathology experts and the 12 community pathologists each independently diagnosed 48 to 96 single hematoxylin-eosin digital slides derived from 96 cases of non-small cell lung carcinoma resection. Overall agreement improved with simplification from the comprehensive 44 World Health Organization diagnoses (κ = 0.25) to their 10 major header subtypes (κ = 0.48) and improved again with simplification into the therapeutically relevant squamous/nonsquamous dichotomy (κ = 0.55). Multivariate analysis showed that higher diagnostic agreement was associated with better differentiation, better slide quality, higher diagnostic confidence, similar years of pathology experience, and pulmonary pathology expertise.These data define the baseline diagnostic agreement for hematoxylin-eosin diagnosis of non-small cell lung carcinoma, allowing future studies to test for improved diagnostic agreement with reflex ancillary tests.
DOI: 10.1158/1078-0432.ccr-10-1604
2011
Cited 49 times
High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
Abstract Purpose: We evaluated X-ray repair complementing defective repair in Chinese hamster cells 1 (XRCC1) protein in head and neck squamous cell carcinoma (HNSCC) patients in association with outcome. Experimental Design: XRCC1 protein expression was assessed by immunohistochemical (IHC) staining of pretreatment tissue samples in 138 consecutive HNSCC patients treated with surgery (n = 31), radiation (15), surgery and radiation (23), surgery and adjuvant chemoradiation (17), primary chemoradiation (51), and palliative measures (1). Results: Patients with high XRCC1 expression by IHC (n = 77) compared with patients with low XRCC1 expression (n = 60) had poorer median overall survival (OS; 41.0 months vs. OS not reached, P = 0.009) and poorer progression-free survival (28.0 months vs. 73.0 months, P = 0.031). This association was primarily due to patients who received chemoradiation (median OS of high- and low-XRCC1 expression patients, 35.5 months and not reached respectively, HR 3.48; 95% CI: 1.44–8.38; P = 0.006). In patients treated with nonchemoradiation modalities, there was no survival difference by XRCC1 expression. In multivariable analysis, high XRCC1 expression and p16INK4a-positive status were independently associated with survival in the overall study population (HR = 2.62; 95% CI: 1.52–4.52; P &amp;lt; 0.001 and HR = 0.21; 95% CI: 0.06–0.71; P = 0.012, respectively) and among chemoradiation patients (HR = 6.02; 95% CI: 2.36–15.37; P &amp;lt; 0.001 and HR = 0.26; 95% CI: 0.08–0.92, respectively; P = 0.037). Conclusions: In HNSCC, high XRCC1 protein expression is associated with poorer survival, particularly in patients receiving chemoradiation. Future validation of these findings may enable identification of HNSCC expressing patients who benefit from chemoradiation treatment. Clin Cancer Res; 17(20); 6542–52. ©2011 AACR.
DOI: 10.1038/bjc.2012.264
2012
Cited 40 times
Different cellular p16INK4a localisation may signal different survival outcomes in head and neck cancer
Recently, the management of head and neck squamous cell carcinoma (HNSCC) has focused considerable attention on biomarkers, which may influence outcomes. Tests for human papilloma infection, including direct assessment of the virus as well as an associated tumour suppressor gene p16, are considered reproducible. Tumours from familial melanoma syndromes have suggested that nuclear localisation of p16 might have a further role in risk stratification. We hypothesised p16 staining that considered nuclear localisation might be informative for predicting outcomes in a broader set of HNSCC tumours not limited to the oropharynx, human papilloma virus (HPV) status or by smoking status.Patients treated for HNSCC from 2002 to 2006 at UNC (University of North Carolina at Chapel Hill) hospitals that had banked tissue available were eligible for this study. Tissue microarrays (TMA) were generated in triplicate. Immunohistochemical (IHC) staining for p16 was performed and scored separately for nuclear and cytoplasmic staining. Human papilloma virus staining was also carried out using monoclonal antibody E6H4. p16 expression, HPV status and other clinical features were correlated with progression-free (PFS) and overall survival (OS).A total of 135 patients had sufficient sample for this analysis. Median age at diagnosis was 57 years (range 20-82), with 68.9% males, 8.9% never smokers and 32.6% never drinkers. Three-year OS rate and PFS rate was 63.0% and 54.1%, respectively. Based on the p16 staining score, patients were divided into three groups: high nuclear, high cytoplasmic staining group (HN), low nuclear, low cytoplasmic staining group (LS) and high cytoplasmic, low nuclear staining group (HC). The HN and the LS groups had significantly better OS than the HC group with hazard ratios of 0.10 and 0.37, respectively, after controlling for other factors, including HPV status. These two groups also had significantly better PFS than the HC staining group. This finding was consistent for sites outside the oropharynx and did not require adjustment for smoking status.Different p16 protein localisation suggested different survival outcomes in a manner that does not require limiting the biomarker to the oropharynx and does not require assessment of smoking status.
DOI: 10.1371/journal.pone.0129280
2015
Cited 35 times
Combined Targeted DNA Sequencing in Non-Small Cell Lung Cancer (NSCLC) Using UNCseq and NGScopy, and RNA Sequencing Using UNCqeR for the Detection of Genetic Aberrations in NSCLC
The recent FDA approval of the MiSeqDx platform provides a unique opportunity to develop targeted next generation sequencing (NGS) panels for human disease, including cancer. We have developed a scalable, targeted panel-based assay termed UNCseq, which involves a NGS panel of over 200 cancer-associated genes and a standardized downstream bioinformatics pipeline for detection of single nucleotide variations (SNV) as well as small insertions and deletions (indel). In addition, we developed a novel algorithm, NGScopy, designed for samples with sparse sequencing coverage to detect large-scale copy number variations (CNV), similar to human SNP Array 6.0 as well as small-scale intragenic CNV. Overall, we applied this assay to 100 snap-frozen lung cancer specimens lacking same-patient germline DNA (07–0120 tissue cohort) and validated our results against Sanger sequencing, SNP Array, and our recently published integrated DNA-seq/RNA-seq assay, UNCqeR, where RNA-seq of same-patient tumor specimens confirmed SNV detected by DNA-seq, if RNA-seq coverage depth was adequate. In addition, we applied the UNCseq assay on an independent lung cancer tumor tissue collection with available same-patient germline DNA (11–1115 tissue cohort) and confirmed mutations using assays performed in a CLIA-certified laboratory. We conclude that UNCseq can identify SNV, indel, and CNV in tumor specimens lacking germline DNA in a cost-efficient fashion.
DOI: 10.1073/pnas.2216532120
2023
Cited 4 times
Noncanonical HPV carcinogenesis drives radiosensitization of head and neck tumors
We analyzed transcriptional data from 104 HPV+ (Human papillomavirus) HNSCC (head and neck squamous cell carcinoma) tumors together with two publicly available sources to identify highly robust transcriptional programs (modules) which could be detected consistently despite heterogeneous sequencing and quantification methodologies. Among 22 modules identified, we found a single module that naturally subclassifies HPV+ HNSCC tumors based on a bimodal pattern of gene expression, clusters all atypical features of HPV+ HNSCC biology into a single subclass, and predicts patient outcome in four independent cohorts. The subclass-defining gene set was strongly correlated with Nuclear factor kappa B (NF-κB) target expression. Tumors with high expression of this NF-κB module were rarely associated with activating PIK3CA alterations or viral integration, and also expressed higher levels of HPHPV E2 and had decreased APOBEC mutagenesis. Alternatively, they harbored inactivating alterations of key regulators of NF-κB, TNF receptor associated factor 3 (TRAF3), and cylindromatosis (CYLD), as well as retinoblastoma protein (RB1). HPV+ HNSCC cells in culture with experimental depletion of TRAF3 or CYLD displayed increased expression of the subclass-defining genes, as well as robust radio-sensitization, thus recapitulating both the tumor transcriptional state and improved treatment response observed in patient data. Across all gene sets investigated, methylation to expression correlations were the strongest for the subclass-defining, NF-κB-related genes. Increased tumor-infiltrating CD4+ T cells and increased Estrogen receptors alpha (ERα) expression were identified in NF-κB active tumors. Based on the relatively high rates of cure in HPV+ HNSCC, deintensification of therapy to reduce treatment-related morbidity is being studied at many institutions. Tumor subclassification based on oncogenic subtypes may help guide the selection of therapeutic intensity or modality for patients with HPV+ HNSCC.
DOI: 10.1521/psyc.68.1.28.64188
2005
Cited 57 times
Media Exposure to Bioterrorism: Stress and the Anthrax Attacks
This study examined media exposure and adjustment to anthrax bioterrorism attacks and the terrorist attacks on 9/11 in a sample of 300 people who lived distant from the attacks. Measures of direct and indirect exposure to terrorism, perceived risk of anthrax exposure, psychological distress, and outlook were assessed at 2 to 3 months and at 8 months after the first reported anthrax attack. Initial anthrax media exposure was a powerful predictor of distress, whereas subsequent anthrax media exposure only predicted negative changes in outlook over time. Perceived risk of anthrax exposure predicted distress and outlook but did not appear to mediate the effects of media exposure. Determining the nature and consequences of media exposure to threatening and frightening events like terrorism will help predict and manage response to future bioterrorism.
DOI: 10.1016/0022-510x(77)90137-x
1977
Cited 47 times
Automatic analysis of the electromyogram in patients with chronic partial denervation
The technique of automatic analysis of the electromyogram has been applied to patients with chronic partial denervation due to a wide variety of causes. Elevation of the mean amplitude more than 2 SD above the control group mean without significant change in the mean turns count was a consistent index of chronic partial denervation. The degree of elevation was linked to the severity of the weakness in motor neurone disease. Elevation of mean amplitude of comparable degree was found in patients with motor neuropathies of long duration. The elevation of mean amplitude is considered to be due to increase in the density of muscle fibres in the motor units due to reinnervation.
DOI: 10.1016/0022-510x(77)90136-8
1977
Cited 46 times
Automatic analysis of the electromyogram in healthy subjects of different ages
The technique of automatic analysis of the electromyogram is reviewed in detail. Observations on new series of healthy subjects which may serve as a control series for comparisons with subjects with neuromuscular disease are reported. The advantages to clinical practice of using fixed standard loads for the examination are stressed. Increase in the mean amplitude of the interference pattern wasfound with increasing age in biceps brachii and tibialis anterior (but not in vastus medialis). There was no corresponding increase in mean turns count. It is suggested that this change is due to increasing mild chronic partial denervation in these 2 muscles with advancing age.
DOI: 10.1037//0022-006x.65.4.560
1997
Cited 56 times
Acute and chronic distress and posstraumatic stress disorder as a function of responsibility for serious motor vehicle accidents.
In this study on the effects of attributions of responsibility for traumatic events, stress, coping, and symptoms of posttraumatic stress disorder (PTSD) were measured, including intrusive thoughts among 130 victims of serious motor vehicle accidents (MVAs) 14-21 days and 3, 6, and 12 months after their accident. MVA victims and 43 control participants were categorized by accident and attribution of responsibility for their accidents (self-responsible, other-responsible, and control). Although initially all MVA victims reported higher levels of intrusive thoughts and were more likely to meet criteria for PTSD diagnoses, only other-responsible participants continued to demonstrate increased distress 6 and 12 months postaccident. Self-responsible participants used more self-blame coping than other-responsible participants, although within the self-responsible group, use of self-blame was associated with more distress.
DOI: 10.1371/annotation/b42f61c5-cb7e-49ca-8cd6-6e1f7903ad08
2013
Cited 29 times
Correction: Molecular Subtypes in Head and Neck Cancer Exhibit Distinct Patterns of Chromosomal Gain and Loss of Canonical Cancer Genes
Head and neck squamous cell carcinoma (HNSCC) is a frequently fatal heterogeneous disease.Beyond the role of human papilloma virus (HPV), no validated molecular characterization of the disease has been established.Using an integrated genomic analysis and validation methodology we confirm four molecular classes of HNSCC (basal, mesenchymal, atypical, and classical) consistent with signatures established for squamous carcinoma of the lung, including deregulation of the KEAP1/NFE2L2 oxidative stress pathway, differential utilization of the lineage markers SOX2 and TP63, and preference for the oncogenes PIK3CA and EGFR.For potential clinical use the signatures are complimentary to classification by HPV infection status as well as the putative high risk marker CCND1 copy number gain.A molecular etiology for the subtypes is suggested by statistically significant chromosomal gains and losses and differential cell of origin expression patterns.Model systems representative of each of the four subtypes are also presented.
DOI: 10.1200/po.17.00027
2017
Cited 26 times
Comprehensive Molecular Characterization of Urachal Adenocarcinoma Reveals Commonalities With Colorectal Cancer, Including a Hypermutable Phenotype
Purpose Urachal adenocarcinoma is a rare type of primary bladder adenocarcinoma that comprises less than 1% of all bladder cancers. The low incidence of urachal adenocarcinomas does not allow for an evidence-based approach to therapy. Transcriptome profiling of urachal adenocarcinomas has not been previously reported. We hypothesized that an in-depth molecular understanding of urachal adenocarcinoma would uncover rational therapeutic strategies. Patients and Methods We performed targeted exon sequencing and global transcriptome profiling of 12 urachal tumors to generate a comprehensive molecular portrait of urachal adenocarcinoma. A single patient with an MSH6 mutation was treated with the anti–programmed death-ligand 1 antibody, atezolizumab. Results Urachal adenocarcinoma closely resembles colorectal cancer at the level of RNA expression, which extends previous observations that urachal tumors harbor genomic alterations that are found in colorectal adenocarcinoma. A subset of tumors was found to have alterations in genes that are associated with microsatellite instability ( MSH2 and MSH6) and hypermutation ( POLE). A patient with an MSH6 mutation was treated with immune checkpoint blockade, which resulted in stable disease. Conclusion Because clinical trials are next to impossible for patients with rare tumors, precision oncology may be an important adjunct for treatment decisions. Our findings demonstrate that urachal adenocarcinomas molecularly resemble colorectal adenocarcinomas at the level of RNA expression, are the first report, to our knowledge, of MSH2 and MSH6 mutations in this disease, and support the consideration of immune checkpoint blockade as a rational therapeutic treatment of this exceedingly rare tumor.
DOI: 10.1136/jnnp.42.2.117
1979
Cited 33 times
Late sequelae of paralytic poliomyelitis: a clinical and electromyographic study.
A prospective study was carried out on 24 volunteers who had suffered from paralytic poliomyelitis up to 51 years earlier.A quantitative EMG was carried out in each subject.Grossly raised mean amplitudes of the interference patterns were found in many strong muscles as well as in weak muscles.Such muscles frequently showed "contraction fasciculation", a manifestation of loss of normal small motor units.In many subjects the clinical and EMG evidence of chronic partial denervation were more widespread than the subjects had realised.It is suggested that if, with advancing age, minor damage occurs to the peripheral nervous system and the complement of motor neurones is already depleted by poliomyelitis, there will be an exaggerated response with increase in the lower motor neurone signs.Late deterioration of function is a well-documented sequel in a proportion of patients who have suf- fered from paralytic poliomyelitis in earlier days (Anderson et al., 1972).There have been a number of reports describing the development of motor neurone disease in such patients (Kayser- Gatchalian, 1973).In our experience of patients referred to us with this diagnosis there has in each case been a more acceptable explanation for the deterioration, and the resemblance to motor neurone disease has been superficial.This ex- perience prompted us to undertake a prospective clinical and electromyographic (EMG) study of a group of 24 subjects, not currently attending hospital, who had suffered from paralytic polio- myelitis up to 51 years earlier, paying particular attention to the manifestations and extent of chronic partial denervation and to evidence of deterioration of function. Subjects and methodsThe subjects were 15 men and nine women volun- teers who were identified with the co-operation of a sports society for the disabled and through the diagnostic index of a local infectious diseases unit.A further two subjects who were interviewed were rejected from the study because of doubt as to
DOI: 10.1097/pai.0000000000000684
2019
Cited 18 times
Improved Tumor Purity Metrics in Next-generation Sequencing for Clinical Practice: The Integrated Interpretation of Neoplastic Cellularity and Sequencing Results (IINCaSe) Approach
Neoplastic cellularity contributes to the analytic sensitivity of most present technologies for mutation detection, such that they underperform when stroma and inflammatory cells dilute a cancer specimen's variant fraction. Thus, tumor purity assessment by light microscopy is used to determine sample adequacy before sequencing and to interpret the significance of negative results and mutant allele fraction afterwards. However, pathologist estimates of tumor purity are imprecise and have limited reproducibility. With the advent of massively parallel sequencing, large amounts of molecular data can be analyzed by computational purity algorithms. We retrospectively compared tumor purity of 3 computational algorithms with neoplastic cellularity using hematoxylin and eosin light microscopy to determine which was best for clinical evaluation of molecular profiling. Data were analyzed from 881 cancer patients from a clinical trial cohort, LCCC1108 (UNCseq), whose tumors had targeted massively parallel sequencing. Concordance among algorithms was poor, and the specimens analyzed had high rates of algorithm failure partially due to variable tumor purity. Computational tumor purity estimates did not add value beyond the pathologist's estimate of neoplastic cellularity microscopy. To improve present methods, we propose a semiquantitative, clinically applicable strategy based on mutant allele fraction and copy number changes present within a given specimen, which when combined with the morphologic tumor purity estimate, guide the interpretation of next-generation sequencing results in cancer patients.
DOI: 10.1371/journal.pone.0009905
2010
Cited 24 times
SWISS MADE: Standardized WithIn Class Sum of Squares to Evaluate Methodologies and Dataset Elements
Contemporary high dimensional biological assays, such as mRNA expression microarrays, regularly involve multiple data processing steps, such as experimental processing, computational processing, sample selection, or feature selection (i.e. gene selection), prior to deriving any biological conclusions. These steps can dramatically change the interpretation of an experiment. Evaluation of processing steps has received limited attention in the literature. It is not straightforward to evaluate different processing methods and investigators are often unsure of the best method. We present a simple statistical tool, Standardized WithIn class Sum of Squares (SWISS), that allows investigators to compare alternate data processing methods, such as different experimental methods, normalizations, or technologies, on a dataset in terms of how well they cluster a priori biological classes. SWISS uses Euclidean distance to determine which method does a better job of clustering the data elements based on a priori classifications. We apply SWISS to three different gene expression applications. The first application uses four different datasets to compare different experimental methods, normalizations, and gene sets. The second application, using data from the MicroArray Quality Control (MAQC) project, compares different microarray platforms. The third application compares different technologies: a single Agilent two-color microarray versus one lane of RNA-Seq. These applications give an indication of the variety of problems that SWISS can be helpful in solving. The SWISS analysis of one-color versus two-color microarrays provides investigators who use two-color arrays the opportunity to review their results in light of a single-channel analysis, with all of the associated benefits offered by this design. Analysis of the MACQ data shows differential intersite reproducibility by array platform. SWISS also shows that one lane of RNA-Seq clusters data by biological phenotypes as well as a single Agilent two-color microarray.
DOI: 10.1038/s41467-020-20593-3
2021
Cited 12 times
SCISSOR: a framework for identifying structural changes in RNA transcripts
Abstract High-throughput sequencing protocols such as RNA-seq have made it possible to interrogate the sequence, structure and abundance of RNA transcripts at higher resolution than previous microarray and other molecular techniques. While many computational tools have been proposed for identifying mRNA variation through differential splicing/alternative exon usage, challenges in its analysis remain. Here, we propose a framework for unbiased and robust discovery of aberrant RNA transcript structures using short read sequencing data based on shape changes in an RNA-seq coverage profile. Shape changes in selecting sample outliers in RNA-seq, SCISSOR, is a series of procedures for transforming and normalizing base-level RNA sequencing coverage data in a transcript independent manner, followed by a statistical framework for its analysis ( https://github.com/hyochoi/SCISSOR ). The resulting high dimensional object is amenable to unsupervised screening of structural alterations across RNA-seq cohorts with nearly no assumption on the mutational mechanisms underlying abnormalities. This enables SCISSOR to independently recapture known variants such as splice site mutations in tumor suppressor genes as well as novel variants that are previously unrecognized or difficult to identify by any existing methods including recurrent alternate transcription start sites and recurrent complex deletions in 3′ UTRs.
DOI: 10.1002/lio2.588
2021
Cited 12 times
Correlation of alterations in the <i><scp>KEAP1</scp>/<scp>CUL3</scp>/<scp>NFE2L2</scp></i> pathway with radiation failure in larynx squamous cell carcinoma
Abstract Objectives Patients with laryngeal squamous cell carcinoma (LSCC) often fail radiation therapy (RT), when received as monotherapy or in combination with other treatment modalities. Mechanisms for RT failure are poorly understood. We hypothesized that tumors failing RT would have increased rates of somatic mutations in genes associated with radiation resistance, particularly in genes associated with the NFE2L2 oxidative stress pathway. Using targeted exome sequencing on pretreated LSCC tumors, we retrospectively compared somatic mutation profile with clinical data and response to treatment. Methods Tumors were classified as either radiation‐resistant (RR) or radiation‐sensitive (RS). RR was defined as persistent or recurrent disease within 2 years of receiving full‐dose RT. Early stage (ES) LSCC was defined as Stage I or II tumors without lymph node involvement. Eight genes associated with radiation resistance were prioritized for analysis. RT‐qPCR was performed on five NFE2L2 pathway genes. Results Twenty LSCC tumors were included and classified as either RR (n = 8) or RS (n = 12). No differences in individual rates of somatic mutations by genes associated with radiation resistance were identified. Higher rates of total mutational burden (TMB) and increased alterations associated with the NFE2L2 pathway was observed in RR vs RS tumors ( P &lt; .05). In an analysis of only ES‐LSCC patients (RR, n = 3 and RS, n = 3), RR tumors had increased NFE2L2 somatic pathway mutations ( P = .014) and increased NQO1 mRNA expression ( P = .05). Conclusion Increased TMB and NFE2L2 pathway alterations were associated with radiation resistance in LSCC. NQO1 mRNA expression may serve as a biomarker for RT response in ES‐LSCC. Level of Evidence: II1.
DOI: 10.1158/1538-7445.am2024-1769
2024
Abstract 1769: Pan-cancer genomic characterization of human papillomavirus associated tumors reveals patterns of somatic alteration that associate with virus status and anatomic site
Abstract Human papilloma virus (HPV) infection causes over 600,000 human cancers yearly and accounts for nearly all cervical cancers, increasing rates of head and neck squamous cell carcinomas (HNSCC), and many anogenital cancers - all with varying clinical outcomes due to a lack of personalized care. While recent integrative genomic studies have described molecular features of individual cancer types, few studies have compared genomic changes between HPV(+) and HPV(-) cancers across anatomic sites. Here, we conducted the first pan-cancer genomic analysis of HPV-associated tumors across multiple anatomic tumor types using whole exome and transcriptome data from The Cancer Genome Atlas (TCGA) cohorts of cervical (n=254) and HNSCCs (n=514), and targeted exome sequencing of 800 cancer genes plus full length HPV16/18 genomes in a clinical cohort of squamous tumors from the head and neck (n=458), cervix (n=78), vulva (n=23), anal canal (n=5), and vagina (n=2). Somatic variant calling and filtering, followed by an integrative pathway analysis of commonly altered targets, defined the catalog of somatic mutations and copy number alterations (CNAs) that drive HPV(+) and HPV(-) tumorigenesis. Sequencing reads from viral RNA or DNA determined HPV status, and HPV type, genome structure, integration events, and viral load were characterized in a subset of samples via de novo assembly of viral aligned reads followed by copy number analysis, breakpoint identification, and the calling of structural variants. Overall HPV positivity was 50% (668 out of 1334 total), with HPV16 accounting for 96%, 89%, and 60% of all HPV(+) anogenital, head and neck, and cervical tumors respectively. Significant differences in somatic mutation frequency between HPV(+) and HPV(-) tumors were observed in the full cohort, as well as in analyses stratified by anatomic site. Interestingly, we noticed recurrently mutated “hotspots” attributable to increased APOBEC-mutagenesis in HPV(+) samples across anatomic sites (PIK3CA:E545K, FGFR3:S249C, EP300:D1399N), while hotspot mutations likely caused by tobacco smoking predominate HPV(-) HNSCC (PIK3CA:H1047R/L, CDKN2A:R80*, TP53:R282W). Focal and arm level CNAs were distinctive, including gains of 11q22 in HPV(+) cervical and HPV(-) HNSCC, and losses of 11q22 in HPV(+) HNSCC. Biological pathways commonly altered include epithelial differentiation, cell death, innate immunity, growth factor/kinase signaling, and cell cycle control. In summary, pan-cancer genomic analysis revealed distinct patterns of somatic alteration of conserved biological pathways that associate with HPV status and anatomic site. These findings improve our understanding of tumor biology unique to HPV-associated cancers and may lead to novel treatment and classification strategies to improve patient outcomes in the clinical setting. Citation Format: Jeremiah Ray Holt, Paul Little, Heejoon Jo, Xiaobei Zhao, Hyo Young Choi, Vonn Walter, Benjamin Wahle, Jose P. Zevallos, Angela Mazul, Katherine A. Hoadley, Michele Hayward, David N. Hayes. Pan-cancer genomic characterization of human papillomavirus associated tumors reveals patterns of somatic alteration that associate with virus status and anatomic site [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2024; Part 1 (Regular Abstracts); 2024 Apr 5-10; San Diego, CA. Philadelphia (PA): AACR; Cancer Res 2024;84(6_Suppl):Abstract nr 1769.
DOI: 10.1016/j.jmoldx.2013.03.007
2013
Cited 16 times
Prediction of Lung Cancer Histological Types by RT-qPCR Gene Expression in FFPE Specimens
Lung cancer histologic diagnosis is clinically relevant because there are histology-specific treatment indications and contraindications. Histologic diagnosis can be challenging owing to tumor characteristics, and it has been shown to have less-than-ideal agreement among pathologists reviewing the same specimens. Microarray profiling studies using frozen specimens have shown that histologies exhibit different gene expression trends; however, frozen specimens are not amenable to routine clinical application. Herein, we developed a gene expression-based predictor of lung cancer histology for FFPE specimens, which are routinely available in clinical settings. Genes predictive of lung cancer histologies were derived from published cohorts that had been profiled by microarrays. Expression of these genes was measured by quantitative RT-PCR (RT-qPCR) in a cohort of patients with FFPE lung cancer. A histology expression predictor (HEP) was developed using RT-qPCR expression data for adenocarcinoma, carcinoid, small cell carcinoma, and squamous cell carcinoma. In cross-validation, the HEP exhibited mean accuracy of 84% and κ = 0.77. In separate independent validation sets, the HEP was compared with pathologist diagnoses on the same tumor block specimens, and the HEP yielded similar accuracy and precision as the pathologists. The HEP also exhibited good performance in specimens with low tumor cellularity. Therefore, RT-qPCR gene expression from FFPE specimens can be effectively used to predict lung cancer histology.
DOI: 10.3389/fonc.2018.00584
2019
Cited 15 times
The Prognostic Significance of Low-Frequency Somatic Mutations in Metastatic Cutaneous Melanoma
BACKGROUND: Little is known about the prognostic significance of somatically mutated genes in metastatic melanoma (MM). We have employed a combined clinical and bioinformatics approach on tumor samples from cutaneous melanoma (SKCM) as part of The Cancer Genome Atlas project (TCGA) to identify mutated genes with potential clinical relevance. METHODS: After limiting our DNA sequencing analysis to MM samples (n=356) and to CANCER CENSUS gene list, we filtered out mutations with low functional significance (snpEFF). We performed Cox analysis on 53 genes that were mutated in 3% of samples and had 50% difference in incidence of mutations in deceased subjects versus alive subjects. RESULTS: Four genes were potentially prognostic [RAC1, FGFR1, CARD11, CIITA; false discovery rate (FDR) 75% of the samples that exhibited corresponding DNA mutations. The low frequency, UV signature type, and RNA expression of the 22 genes in MM samples was confirmed in a separate multi-institution validation cohort (n=413). An underpowered analysis within a subset of this validation cohort with available patient follow-up (n=224) showed that somatic mutations in SPEN and RAC1 reached borderline prognostic significance [log-rank favorable (p=0.09) and adverse (p=0.07), respectively]. We conclude that expressed somatic mutations in infrequently mutated genes other than the well-characterized ones (e.g. BRAF, RAS, CDKN2A, PTEN, TP53) may have some prognostic significance in MM.
DOI: 10.1016/j.soncn.2009.05.003
2009
Cited 19 times
Nutritional Needs of Patients with Malignancies of the Head and Neck
To provide strategies to manage nutrition in patients with head and neck cancer.Empirical articles, reviews, books, and anecdotal evidence.Major nutrition issues include sore mouth/throat, difficulty swallowing, taste changes, dry mouth/thick saliva, constipation, nausea/vomiting, and decreased appetite.Nurses are one of the main providers for patients with head and neck cancer and may be the first to recognize a nutritional issue. The oncology dietitian and nurse work closely together to manage the nutritional care of the patient.
DOI: 10.1155/2011/464829
2011
Cited 16 times
Concomitant Radiotherapy and Chemotherapy for High-Risk Nonmelanoma Skin Carcinomas of the Head and Neck
Background. To report on the use and feasibility of a multimodality approach using concomitant radiotherapy and chemotherapy in patients with high-risk nonmelanoma skin carcinoma (NMSC) of the head and neck. Methods. Records of patients with NMSC of the head and neck who received concomitant CRT at the University of North Carolina between 2001 and 2007 were reviewed. Results. Fifteen identified patients had at least one of the following high-risk factors: T4 disease (93%), unresectability (60%), regional nodal involvement (40%), and/or recurrence (47%). Ten patients were treated in the definitive setting and five in the postoperative setting. Platinum based chemotherapy was given in 14 (93%) patients. Ten of fifteen (67%) patients completed all planned chemotherapy treatments, and thirteen patients (87%) completed at least 80% of planned chemotherapy. Mild radiation dermatitis occurred in all patients and reached grade 3 in 13% of patients. No patients experienced grade 4 or 5 toxicity. With a median followup of 31 months in surviving patients, the 2-year actuarial locoregional control and relapse-free survival were 79% and 49%, respectively. Conclusions. Definitive or postoperative chemoradiotherapy for patients with locally advanced or regionally metastasized NMSC of the head and neck appears feasible with acceptable toxicities and favorable locoregional control.
DOI: 10.1016/j.celrep.2021.108768
2021
Cited 9 times
CRTC1/MAML2 directs a PGC-1α-IGF-1 circuit that confers vulnerability to PPARγ inhibition
<h2>Summary</h2> Mucoepidermoid carcinoma (MEC) is a life-threatening salivary gland cancer that is driven primarily by a transcriptional coactivator fusion composed of cyclic AMP-regulated transcriptional coactivator 1 (CRTC1) and mastermind-like 2 (MAML2). The mechanisms by which the chimeric CRTC1/MAML2 (C1/M2) oncoprotein rewires gene expression programs that promote tumorigenesis remain poorly understood. Here, we show that C1/M2 induces transcriptional activation of the non-canonical peroxisome proliferator-activated receptor gamma coactivator-1 alpha (PGC-1α) splice variant PGC-1α4, which regulates peroxisome proliferator-activated receptor gamma (PPARγ)-mediated insulin-like growth factor 1 (IGF-1) expression. This mitogenic transcriptional circuitry is consistent across cell lines and primary tumors. C1/M2-positive tumors exhibit IGF-1 pathway activation, and small-molecule drug screens reveal that tumor cells harboring the fusion gene are selectively sensitive to IGF-1 receptor (IGF-1R) inhibition. Furthermore, this dependence on autocrine regulation of IGF-1 transcription renders MEC cells susceptible to PPARγ inhibition with inverse agonists. These results yield insights into the aberrant coregulatory functions of C1/M2 and identify a specific vulnerability that can be exploited for precision therapy.
DOI: 10.1038/s41397-023-00299-7
2023
Sequencing of genes of drug response in tumor DNA and implications for precision medicine in cancer patients
DOI: 10.15288/jsa.1995.56.546
1995
Cited 17 times
Stress and alcohol: the moderating effect of chronic stress on the acute stress--intoxication relationship.
Objective: The present study evaluated whether chronic stress levels moderated the impact of laboratory stressors on subjective and behavioral responses to alcohol. Method: Healthy volunteers (N = 60; 30 male) completed measures of background stress levels (e.g., major life events). In addition, subjects were exposed to two laboratory stressors (i.e., cold pressor or film stressor task) or a control condition after consuming a 0.7 g/kg dose of alcohol. Results: Regression analyses showed that the combination of high background stress levels and exposure to a lab stressor reduced two measures of perceived intoxication (i.e., Sensation Scale, Visual Analog Intoxication Scale). Conclusions: These data are consistent with a biobehavioral model of alcohol use where acute and chronic stressors are associated with a diminished response to alcohol. The possible mechanisms that may underlie this sobering effect include stress-related cognitive deficits and situation specific tolerance associated with high chronic stress levels.
DOI: 10.1016/s0304-3991(98)00019-9
1998
Cited 16 times
The contrast of images formed by atomic focusers
The feasibility of the various modes for using atomic focusers to attain resolutions of 0.5 A or better in TEM or STEM instruments, as proposed in a previous paper [Cowley, Spence and Smirnov, Ultramicroscopy 68 (1997) 135], has been confirmed in two ways. Firstly, theoretical expressions for the image contrast have been derived using a simple, justifiable, approximation for the transmission function of the focusers and show that components of the image intensity functions with the desired resolution exist. Secondly, computer simulations of the imaging for specimens consisting of pairs of gold atoms have demonstrated resolutions of 0.5 A or better, with good contrast, for the modes involving the placing of the specimen at a Fourier image distance from a crystal multiple atomic focuser.
DOI: 10.1097/ppo.0b013e31823bd1f8
2011
Cited 6 times
Emerging Technologies for Improved Stratification of Cancer Patients
Cancer is a heterogeneous collection of diseases with wild variation in etiology, pathogenesis, response to therapy, and prognosis. Sources of variation are frequently obscure. Current practice attempts to classify tumors by tissue of origin and extent of disease through staging such that more risky tumors can be managed with more aggressive treatments. Modest inroads have been made with biomarkers to further characterize groups of tumors with important characteristics such as response to selected drugs. However, biomarker-driven decisions are relatively few when examining the maze of clinical decisions in the care of cancer patients. Against this backdrop, waves of researchers have unleashed a vast array of new technologies, with the goal of better characterization of the inherent diversity of tumors. This review outlines the use of cancer biomarkers and emerging technologies to stratify patients with a focus on the challenges and opportunities of next-generation nucleic acid sequencing approaches in oncology.
DOI: 10.1200/jco.2019.37.7_suppl.458
2019
Cited 6 times
Fibroblast growth factor receptor status and response to immune checkpoint inhibition in metastatic urothelial cancer.
458 Background: Fibroblast growth factor receptor (FGFR) inhibitors are a promising new targeted therapy for patients with metastatic urothelial cancer (UC) and FGFR alterations. FGFR-altered tumors are more likely to be of the luminal molecular subtype, which is less immune infiltrated and may be less likely to respond to immune checkpoint inhibitors (ICP). Methods: Metastatic UC patients at the University of North Carolina who underwent targeted exon sequencing (any CLIA-certified platform) and were treated with ICP since 2014 were identified. Patients with any FGFR alteration were compared to patients without alterations (including mutations, fusions, and amplifications in FGFR1-4). Overall response rates (ORR) to ICP were assessed by a radiologist (K.M.) per RECIST 1.1 and compared between FGFR-altered and unaltered tumors using Fisher’s exact tests. Patients who died prior to radiologic assessment were considered non-responders. Results: 66 patients (median age 70, 65% male, 76% white, 21% black) were identified. Most patients (74%) had received prior platinum-based chemotherapy, and 13% had received 2 or more prior lines of therapy. At the time of initiation of ICP, 32% of patients had a hemoglobin &lt; 10, 33% had liver metastases, and 72% had a performance status &gt; 0. Fifteen (22%) patients had FGFR alterations. The ORR for all patients was 15%, with ORR of 13% in FGFR-altered patients compared with 16% in unaltered patients (p = 1.0). No patients (0/9, 0%) with known pathogenic mutations in FGFR3 responded to ICP compared to 10/57 (18%) of patients without these alterations (p = 0.33). 46% of FGFR-altered patients who stopped ICP due to progression received subsequent therapy. Conclusions: Response rates to ICP are low and there was no difference in ORR between FGFR-altered and unaltered patients. While no patient with pathogenic FGFR3 mutations responded to ICP in our cohort, this difference did not reach statistical significance. Given low response rates overall, some FGFR-altered patients may benefit from treatment with FGFR inhibitors prior to ICP. Analysis of larger cohorts of patients as well as patients from clinical trials and more in-depth molecular profiling may add further clarity.
DOI: 10.1007/bf00687671
1970
Cited 6 times
The ultrastructure of ring fibres in dystrophic muscle
DOI: 10.1158/0008-5472.can-17-3464
2018
Cited 5 times
MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
Abstract Integrated analyses of multiple genomic datatypes are now common in cancer profiling studies. Such data present opportunities for numerous computational experiments, yet analytic pipelines are limited. Tools such as the cBioPortal and Regulome Explorer, although useful, are not easy to access programmatically or to implement locally. Here, we introduce the MVisAGe R package, which allows users to quantify gene-level associations between two genomic datatypes to investigate the effect of genomic alterations (e.g., DNA copy number changes on gene expression). Visualizing Pearson/Spearman correlation coefficients according to the genomic positions of the underlying genes provides a powerful yet novel tool for conducting exploratory analyses. We demonstrate its utility by analyzing three publicly available cancer datasets. Our approach highlights canonical oncogenes in chr11q13 that displayed the strongest associations between expression and copy number, including CCND1 and CTTN, genes not identified by copy number analysis in the primary reports. We demonstrate highly concordant usage of shared oncogenes on chr3q, yet strikingly diverse oncogene usage on chr11q as a function of HPV infection status. Regions of chr19 that display remarkable associations between methylation and gene expression were identified, as were previously unreported miRNA–gene expression associations that may contribute to the epithelial-to-mesenchymal transition. Significance: This study presents an important bioinformatics tool that will enable integrated analyses of multiple genomic datatypes. Cancer Res; 78(12); 3375–85. ©2018 AACR.
DOI: 10.1371/journal.pone.0194674
2018
Cited 5 times
Correction: Molecular Subtypes in Head and Neck Cancer Exhibit Distinct Patterns of Chromosomal Gain and Loss of Canonical Cancer Genes
[This corrects the article DOI: 10.1371/journal.pone.0056823.].
DOI: 10.1093/narcan/zcab040
2021
Cited 4 times
UNMASC: tumor-only variant calling with unmatched normal controls
Abstract Despite years of progress, mutation detection in cancer samples continues to require significant manual review as a final step. Expert review is particularly challenging in cases where tumors are sequenced without matched normal control DNA. Attempts have been made to call somatic point mutations without a matched normal sample by removing well-known germline variants, utilizing unmatched normal controls, and constructing decision rules to classify sequencing errors and private germline variants. With budgetary constraints related to computational and sequencing costs, finding the appropriate number of controls is a crucial step to identifying somatic variants. Our approach utilizes public databases for canonical somatic variants as well as germline variants and leverages information gathered about nearby positions in the normal controls. Drawing from our cohort of targeted capture panel sequencing of tumor and normal samples with varying tumortypes and demographics, these served as a benchmark for our tumor-only variant calling pipeline to observe the relationship between our ability to correctly classify variants against a number of unmatched normals. With our benchmarked samples, approximately ten normal controls were needed to maintain 94% sensitivity, 99% specificity and 76% positive predictive value, far outperforming comparable methods. Our approach, called UNMASC, also serves as a supplement to traditional tumor with matched normal variant calling workflows and can potentially extend to other concerns arising from analyzing next generation sequencing data.
DOI: 10.1037//0278-6133.13.6.479
1994
Cited 11 times
Effect of stress on perceived intoxication and the blood alcohol curve in men and women.
To determine the influence of stress on intoxication and blood alcohol concentration (BAC) 60 healthy male and female volunteers were exposed to a cold pressor test, distressing film, or control condition after consuming a moderate dose of alcohol. Two measures of perceived intoxication suggested a sobering effect of acute stressors. In addition, Ss viewing the distressing film showed longer latency to peak BAC than Ss in the control condition. As BAC began to fall, the cold pressor test initially increased rate of alcohol elimination. These stress-induced changes in intoxication and the BAC curve support a biobehavioral model in which stress may increase alcohol use partly because it attenuates alcohol's psychopharmacological impact.
DOI: 10.1016/j.clon.2011.09.002
2011
Cited 3 times
Early Brain Recurrences are Potentially Detectable in Asymptomatic, Early Stage Lung Adenocarcinoma
Sir — Preoperative staging for early stage non-small cell lung cancer is inconsistent. According to the National Comprehensive Cancer Network non-small cell lung cancer guidelines, preoperative brain imaging is not recommended for asymptomatic patients with stage IA disease [ [1] NCCN Clinical Practice Guidelines in Oncology Non-Small Cell Lung Cancer, Version 3.2011. Google Scholar ]. For the first time in the 3.2011 version, brain magnetic resonance imaging (MRI) for stage IB tumours is included as a National Comprehensive Cancer Network work-up recommendation with a category 2B designation. A more thorough search for distant metastasis may benefit patients, especially those with adenocarcinoma [ 2 Park H.Y. Kim Y.H. Kim H. et al. Routine screening by brain magnetic resonance imaging decreased the brain metastasis rate following surgery for lung adenocarcinoma. Lung Cancer. 2007; 58: 68-72 Abstract Full Text Full Text PDF PubMed Scopus (21) Google Scholar , 3 Metintas M. Ak G. Akcayir I.A. et al. Detecting extrathoracic metastases in patients with non-small cell lung cancer: is routine scanning necessary?. Lung Cancer. 2007; 58: 59-67 Abstract Full Text Full Text PDF PubMed Scopus (8) Google Scholar , 4 Canadian Lung Oncology GroupInvestigating extrathoracic metastatic disease in patients with apparently operable lung cancer. Ann Thorac Surg. 2001; 71: 425-434 Abstract Full Text Full Text PDF PubMed Scopus (32) Google Scholar , 5 Sorensen J.B. Hansen H.H. Hansen M. et al. Brain metastasis in adenocarcinoma of the lung: frequency, risk groups, and prognosis. J Clin Oncol. 1988; 6: 1474-1480 PubMed Google Scholar ].
DOI: 10.1207/s15327558ijbm0701_2
2000
Cited 7 times
Gender differences in cardiovascular and natural killer cell reactivity to acute stress following a hassling task
DOI: 10.1200/po.16.00015
2017
Cited 3 times
Exceptional Chemotherapy Response in Metastatic Colorectal Cancer Associated With Hyper-Indel–Hypermutated Cancer Genome and Comutation of <i>POLD1</i> and <i>MLH1</i>
Purpose A 73-year-old woman with metastatic colon cancer experienced a complete response to chemotherapy with dose-intensified irinotecan that has been durable for 5 years. We sequenced her tumor and germ line DNA and looked for similar patterns in publicly available genomic data from patients with colorectal cancer. Patients and Methods Tumor DNA was obtained from a biopsy before therapy, and germ line DNA was obtained from blood. Tumor and germline DNA were sequenced using a commercial panel with approximately 250 genes. Whole-genome amplification and exome sequencing were performed for POLE and POLD1. A POLD1 mutation was confirmed by Sanger sequencing. The somatic mutation and clinical annotation data files from the colon (n = 461) and rectal (n = 171) adenocarcinoma data sets were downloaded from The Cancer Genome Atlas data portal and analyzed for patterns of mutations and clinical outcomes in patients with POLE- and/or POLD1-mutated tumors. Results The pattern of alterations included APC biallelic inactivation and microsatellite instability high (MSI-H) phenotype, with somatic inactivation of MLH1 and hypermutation (estimated mutation rate &gt; 200 per megabase). The extremely high mutation rate led us to investigate additional mechanisms for hypermutation, including loss of function of POLE. POLE was unaltered, but a related gene not typically associated with somatic mutation in colon cancer, POLD1, had a somatic mutation c.2171G&gt;A [p.Gly724Glu]. Additionally, we noted that the high mutation rate was largely composed of dinucleotide deletions. A similar pattern of hypermutation (dinucleotide deletions, POLD1 mutations, MSI-H) was found in tumors from The Cancer Genome Atlas. Conclusion POLD1 mutation with associated MSI-H and hyper-indel–hypermutated cancer genome characterizes a previously unrecognized variant of colon cancer that was found in this patient with an exceptional response to chemotherapy.
DOI: 10.1158/1078-0432.c.6519170.v1
2023
Data from Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types
&lt;div&gt;Abstract&lt;p&gt;&lt;b&gt;Purpose:&lt;/b&gt; Lung squamous cell carcinoma (SCC) is clinically and genetically heterogeneous, and current diagnostic practices do not adequately substratify this heterogeneity. A robust, biologically based SCC subclassification may describe this variability and lead to more precise patient prognosis and management. We sought to determine if SCC mRNA expression subtypes exist, are reproducible across multiple patient cohorts, and are clinically relevant.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Experimental Design:&lt;/b&gt; Subtypes were detected by unsupervised consensus clustering in five published discovery cohorts of mRNA microarrays, totaling 382 SCC patients. An independent validation cohort of 56 SCC patients was collected and assayed by microarrays. A nearest-centroid subtype predictor was built using discovery cohorts. Validation cohort subtypes were predicted and evaluated for confirmation. Subtype survival outcome, clinical covariates, and biological processes were compared by statistical and bioinformatic methods.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; Four lung SCC mRNA expression subtypes, named primitive, classical, secretory, and basal, were detected and independently validated (&lt;i&gt;P&lt;/i&gt; &lt; 0.001). The primitive subtype had the worst survival outcome (&lt;i&gt;P&lt;/i&gt; &lt; 0.05) and is an independent predictor of survival (&lt;i&gt;P&lt;/i&gt; &lt; 0.05). Tumor differentiation and patient sex were associated with subtype. The expression profiles of the subtypes contained distinct biological processes (primitive: proliferation; classical: xenobiotic metabolism; secretory: immune response; basal: cell adhesion) and suggested distinct pharmacologic interventions. Comparison with lung model systems revealed distinct subtype to cell type correspondence.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusions:&lt;/b&gt; Lung SCC consists of four mRNA expression subtypes that have different survival outcomes, patient populations, and biological processes. The subtypes stratify patients for more precise prognosis and targeted research. Clin Cancer Res; 16(19); 4864–75. ©2010 AACR.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/1078-0432.22443192
2023
Supplementary Table 1 from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;p&gt;PDF file - 68KB&lt;/p&gt;
DOI: 10.1158/1078-0432.c.6519711
2023
Data from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;div&gt;Abstract&lt;p&gt;&lt;b&gt;Purpose:&lt;/b&gt; We evaluated X-ray repair complementing defective repair in Chinese hamster cells 1 (XRCC1) protein in head and neck squamous cell carcinoma (HNSCC) patients in association with outcome.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Experimental Design:&lt;/b&gt; XRCC1 protein expression was assessed by immunohistochemical (IHC) staining of pretreatment tissue samples in 138 consecutive HNSCC patients treated with surgery (&lt;i&gt;n&lt;/i&gt; = 31), radiation (15), surgery and radiation (23), surgery and adjuvant chemoradiation (17), primary chemoradiation (51), and palliative measures (1).&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; Patients with high XRCC1 expression by IHC (&lt;i&gt;n&lt;/i&gt; = 77) compared with patients with low XRCC1 expression (&lt;i&gt;n&lt;/i&gt; = 60) had poorer median overall survival (OS; 41.0 months vs. OS not reached, &lt;i&gt;P&lt;/i&gt; = 0.009) and poorer progression-free survival (28.0 months vs. 73.0 months, &lt;i&gt;P&lt;/i&gt; = 0.031). This association was primarily due to patients who received chemoradiation (median OS of high- and low-XRCC1 expression patients, 35.5 months and not reached respectively, HR 3.48; 95% CI: 1.44–8.38; &lt;i&gt;P&lt;/i&gt; = 0.006). In patients treated with nonchemoradiation modalities, there was no survival difference by XRCC1 expression. In multivariable analysis, high XRCC1 expression and p16&lt;sup&gt;INK4a&lt;/sup&gt;-positive status were independently associated with survival in the overall study population (HR = 2.62; 95% CI: 1.52–4.52; &lt;i&gt;P&lt;/i&gt; &lt; 0.001 and HR = 0.21; 95% CI: 0.06–0.71; &lt;i&gt;P&lt;/i&gt; = 0.012, respectively) and among chemoradiation patients (HR = 6.02; 95% CI: 2.36–15.37; &lt;i&gt;P&lt;/i&gt; &lt; 0.001 and HR = 0.26; 95% CI: 0.08–0.92, respectively; &lt;i&gt;P&lt;/i&gt; = 0.037).&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusions:&lt;/b&gt; In HNSCC, high XRCC1 protein expression is associated with poorer survival, particularly in patients receiving chemoradiation. Future validation of these findings may enable identification of HNSCC expressing patients who benefit from chemoradiation treatment. &lt;i&gt;Clin Cancer Res; 17(20); 6542–52. ©2011 AACR&lt;/i&gt;.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/1078-0432.22443198
2023
Supplementary Figure 1 from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;p&gt;PDF file - 157KB&lt;/p&gt;
DOI: 10.1158/1078-0432.22443192.v1
2023
Supplementary Table 1 from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;p&gt;PDF file - 68KB&lt;/p&gt;
DOI: 10.1158/1078-0432.22443195
2023
Supplementary Figure Legend from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;p&gt;PDF file - 73KB&lt;/p&gt;
DOI: 10.1158/1078-0432.22443195.v1
2023
Supplementary Figure Legend from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;p&gt;PDF file - 73KB&lt;/p&gt;
DOI: 10.1158/1078-0432.c.6519711.v1
2023
Data from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;div&gt;Abstract&lt;p&gt;&lt;b&gt;Purpose:&lt;/b&gt; We evaluated X-ray repair complementing defective repair in Chinese hamster cells 1 (XRCC1) protein in head and neck squamous cell carcinoma (HNSCC) patients in association with outcome.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Experimental Design:&lt;/b&gt; XRCC1 protein expression was assessed by immunohistochemical (IHC) staining of pretreatment tissue samples in 138 consecutive HNSCC patients treated with surgery (&lt;i&gt;n&lt;/i&gt; = 31), radiation (15), surgery and radiation (23), surgery and adjuvant chemoradiation (17), primary chemoradiation (51), and palliative measures (1).&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; Patients with high XRCC1 expression by IHC (&lt;i&gt;n&lt;/i&gt; = 77) compared with patients with low XRCC1 expression (&lt;i&gt;n&lt;/i&gt; = 60) had poorer median overall survival (OS; 41.0 months vs. OS not reached, &lt;i&gt;P&lt;/i&gt; = 0.009) and poorer progression-free survival (28.0 months vs. 73.0 months, &lt;i&gt;P&lt;/i&gt; = 0.031). This association was primarily due to patients who received chemoradiation (median OS of high- and low-XRCC1 expression patients, 35.5 months and not reached respectively, HR 3.48; 95% CI: 1.44–8.38; &lt;i&gt;P&lt;/i&gt; = 0.006). In patients treated with nonchemoradiation modalities, there was no survival difference by XRCC1 expression. In multivariable analysis, high XRCC1 expression and p16&lt;sup&gt;INK4a&lt;/sup&gt;-positive status were independently associated with survival in the overall study population (HR = 2.62; 95% CI: 1.52–4.52; &lt;i&gt;P&lt;/i&gt; &lt; 0.001 and HR = 0.21; 95% CI: 0.06–0.71; &lt;i&gt;P&lt;/i&gt; = 0.012, respectively) and among chemoradiation patients (HR = 6.02; 95% CI: 2.36–15.37; &lt;i&gt;P&lt;/i&gt; &lt; 0.001 and HR = 0.26; 95% CI: 0.08–0.92, respectively; &lt;i&gt;P&lt;/i&gt; = 0.037).&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusions:&lt;/b&gt; In HNSCC, high XRCC1 protein expression is associated with poorer survival, particularly in patients receiving chemoradiation. Future validation of these findings may enable identification of HNSCC expressing patients who benefit from chemoradiation treatment. &lt;i&gt;Clin Cancer Res; 17(20); 6542–52. ©2011 AACR&lt;/i&gt;.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/0008-5472.22418417.v1
2023
Supplementary Figure 2 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Gene-level DNA copy number and gene expression in the 11q amplicon in head and neck squamous cell carcinoma by HPV status.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418423.v1
2023
Supplementary Data from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;This file contains summary data tables and MVisAGe output described in the manuscript.&lt;/p&gt;
DOI: 10.1158/0008-5472.c.6510125
2023
Data from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;div&gt;Abstract&lt;p&gt;Integrated analyses of multiple genomic datatypes are now common in cancer profiling studies. Such data present opportunities for numerous computational experiments, yet analytic pipelines are limited. Tools such as the cBioPortal and Regulome Explorer, although useful, are not easy to access programmatically or to implement locally. Here, we introduce the MVisAGe R package, which allows users to quantify gene-level associations between two genomic datatypes to investigate the effect of genomic alterations (e.g., DNA copy number changes on gene expression). Visualizing Pearson/Spearman correlation coefficients according to the genomic positions of the underlying genes provides a powerful yet novel tool for conducting exploratory analyses. We demonstrate its utility by analyzing three publicly available cancer datasets. Our approach highlights canonical oncogenes in chr11q13 that displayed the strongest associations between expression and copy number, including &lt;i&gt;CCND1&lt;/i&gt; and &lt;i&gt;CTTN&lt;/i&gt;, genes not identified by copy number analysis in the primary reports. We demonstrate highly concordant usage of shared oncogenes on chr3q, yet strikingly diverse oncogene usage on chr11q as a function of HPV infection status. Regions of chr19 that display remarkable associations between methylation and gene expression were identified, as were previously unreported miRNA–gene expression associations that may contribute to the epithelial-to-mesenchymal transition.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Significance:&lt;/b&gt; This study presents an important bioinformatics tool that will enable integrated analyses of multiple genomic datatypes. &lt;i&gt;Cancer Res; 78(12); 3375–85. ©2018 AACR&lt;/i&gt;.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/0008-5472.22418414
2023
Supplementary Figure 3 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Gene-level DNA copy number and gene expression in chromosome 3 in head and neck squamous cell carcinoma by HPV status.&lt;/p&gt;
DOI: 10.1158/0008-5472.c.6510125.v1
2023
Data from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;div&gt;Abstract&lt;p&gt;Integrated analyses of multiple genomic datatypes are now common in cancer profiling studies. Such data present opportunities for numerous computational experiments, yet analytic pipelines are limited. Tools such as the cBioPortal and Regulome Explorer, although useful, are not easy to access programmatically or to implement locally. Here, we introduce the MVisAGe R package, which allows users to quantify gene-level associations between two genomic datatypes to investigate the effect of genomic alterations (e.g., DNA copy number changes on gene expression). Visualizing Pearson/Spearman correlation coefficients according to the genomic positions of the underlying genes provides a powerful yet novel tool for conducting exploratory analyses. We demonstrate its utility by analyzing three publicly available cancer datasets. Our approach highlights canonical oncogenes in chr11q13 that displayed the strongest associations between expression and copy number, including &lt;i&gt;CCND1&lt;/i&gt; and &lt;i&gt;CTTN&lt;/i&gt;, genes not identified by copy number analysis in the primary reports. We demonstrate highly concordant usage of shared oncogenes on chr3q, yet strikingly diverse oncogene usage on chr11q as a function of HPV infection status. Regions of chr19 that display remarkable associations between methylation and gene expression were identified, as were previously unreported miRNA–gene expression associations that may contribute to the epithelial-to-mesenchymal transition.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Significance:&lt;/b&gt; This study presents an important bioinformatics tool that will enable integrated analyses of multiple genomic datatypes. &lt;i&gt;Cancer Res; 78(12); 3375–85. ©2018 AACR&lt;/i&gt;.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/0008-5472.22418426.v1
2023
Supplementary Data from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Description of the use of the mixtools R package to fit mixture models of two normal distributions to gene-level Pearson correlation coefficients.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418420
2023
Supplementary Figure 1 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Distributions of DNA copy number/gene expression Pearson correlation coefficients in three squamous tumors.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418426
2023
Supplementary Data from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Description of the use of the mixtools R package to fit mixture models of two normal distributions to gene-level Pearson correlation coefficients.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418420.v1
2023
Supplementary Figure 1 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Distributions of DNA copy number/gene expression Pearson correlation coefficients in three squamous tumors.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418414.v1
2023
Supplementary Figure 3 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Gene-level DNA copy number and gene expression in chromosome 3 in head and neck squamous cell carcinoma by HPV status.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418417
2023
Supplementary Figure 2 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Gene-level DNA copy number and gene expression in the 11q amplicon in head and neck squamous cell carcinoma by HPV status.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418423
2023
Supplementary Data from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;This file contains summary data tables and MVisAGe output described in the manuscript.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418411
2023
Supplementary Figure 4 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Associations between gene expression and DNA copy number for three types of squamous tumors.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418408.v1
2023
Supplementary Figure 5 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Comparison of measures of statistical significance using the t-based and permutation-based methods.&lt;/p&gt;
DOI: 10.1158/0008-5472.22418411.v1
2023
Supplementary Figure 4 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Associations between gene expression and DNA copy number for three types of squamous tumors.&lt;/p&gt;
DOI: 10.1158/1078-0432.22443198.v1
2023
Supplementary Figure 1 from High XRCC1 Protein Expression Is Associated with Poorer Survival in Patients with Head and Neck Squamous Cell Carcinoma
&lt;p&gt;PDF file - 157KB&lt;/p&gt;
DOI: 10.1158/1078-0432.22443099
2023
CCR Translation for This Article from Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
CCR Translation for This Article from Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
DOI: 10.1158/1078-0432.22470726.v1
2023
Supplementary Data from Identification of Clonal Hematopoiesis Mutations in Solid Tumor Patients Undergoing Unpaired Next-Generation Sequencing Assays
&lt;p&gt;Supplementary data file&lt;/p&gt;
DOI: 10.1158/1078-0432.c.6519170
2023
Data from Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types
&lt;div&gt;Abstract&lt;p&gt;&lt;b&gt;Purpose:&lt;/b&gt; Lung squamous cell carcinoma (SCC) is clinically and genetically heterogeneous, and current diagnostic practices do not adequately substratify this heterogeneity. A robust, biologically based SCC subclassification may describe this variability and lead to more precise patient prognosis and management. We sought to determine if SCC mRNA expression subtypes exist, are reproducible across multiple patient cohorts, and are clinically relevant.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Experimental Design:&lt;/b&gt; Subtypes were detected by unsupervised consensus clustering in five published discovery cohorts of mRNA microarrays, totaling 382 SCC patients. An independent validation cohort of 56 SCC patients was collected and assayed by microarrays. A nearest-centroid subtype predictor was built using discovery cohorts. Validation cohort subtypes were predicted and evaluated for confirmation. Subtype survival outcome, clinical covariates, and biological processes were compared by statistical and bioinformatic methods.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; Four lung SCC mRNA expression subtypes, named primitive, classical, secretory, and basal, were detected and independently validated (&lt;i&gt;P&lt;/i&gt; &lt; 0.001). The primitive subtype had the worst survival outcome (&lt;i&gt;P&lt;/i&gt; &lt; 0.05) and is an independent predictor of survival (&lt;i&gt;P&lt;/i&gt; &lt; 0.05). Tumor differentiation and patient sex were associated with subtype. The expression profiles of the subtypes contained distinct biological processes (primitive: proliferation; classical: xenobiotic metabolism; secretory: immune response; basal: cell adhesion) and suggested distinct pharmacologic interventions. Comparison with lung model systems revealed distinct subtype to cell type correspondence.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusions:&lt;/b&gt; Lung SCC consists of four mRNA expression subtypes that have different survival outcomes, patient populations, and biological processes. The subtypes stratify patients for more precise prognosis and targeted research. Clin Cancer Res; 16(19); 4864–75. ©2010 AACR.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/1078-0432.c.6519675.v1
2023
Data from Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
&lt;div&gt;Abstract&lt;p&gt;&lt;b&gt;Purpose:&lt;/b&gt; A multicenter, open-label, phase II trial was conducted to evaluate the efficacy, safety, and tolerability of selumetinib in iodine-refractory papillary thyroid cancer (IRPTC).&lt;/p&gt;&lt;p&gt;&lt;b&gt;Experimental Design:&lt;/b&gt; Patients with advanced IRPTC with or without follicular elements and documented disease progression within the preceding 12 months were eligible to receive selumetinib at a dose of 100 mg twice daily. The primary endpoint was objective response rate using Response Evaluation Criteria in Solid Tumors. Secondary endpoints were safety, overall survival, and progression-free survival (PFS). Tumor genotype including mutations in BRAF, NRAS, and HRAS was assessed.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; Best responses in 32 evaluable patients out of 39 enrolled were 1 partial response (3%), 21 stable disease (54%), and 11 progressive disease (28%). Disease stability maintenance occurred for 16 weeks in 49%, 24 weeks in 36%. Median PFS was 32 weeks. BRAF V600E mutants (12 of 26 evaluated, 46%) had a longer median PFS compared with patients with BRAF wild-type (WT) tumors (33 versus 11 weeks, respectively, HR = 0.6, not significant, &lt;i&gt;P&lt;/i&gt; = 0.3). The most common adverse events and grades 3 to 4 toxicities included rash, fatigue, diarrhea, and peripheral edema. Two pulmonary deaths occurred in the study and were judged unlikely to be related to the study drug.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusions:&lt;/b&gt; Selumetinib was well tolerated but the study was negative with regard to the primary outcome. Secondary analyses suggest that future studies of selumetinib and other mitogen-activated protein (MAP)/extracellular signal-regulated kinase (ERK; MEK) inhibitors in IRPTC should consider BRAF V600E mutation status in the trial design based on differential trends in outcome. &lt;i&gt;Clin Cancer Res; 18(7); 2056–65. ©2012 AACR&lt;/i&gt;.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/1078-0432.c.6527667.v1
2023
Data from Identification of Clonal Hematopoiesis Mutations in Solid Tumor Patients Undergoing Unpaired Next-Generation Sequencing Assays
&lt;div&gt;AbstractPurpose:&lt;p&gt;In this era of precision-based medicine, for optimal patient care, results reported from commercial next-generation sequencing (NGS) assays should adequately reflect the burden of somatic mutations in the tumor being sequenced. Here, we sought to determine the prevalence of clonal hematopoiesis leading to possible misattribution of tumor mutation calls on unpaired Foundation Medicine NGS assays.&lt;/p&gt;Experimental Design:&lt;p&gt;This was a retrospective cohort study of individuals undergoing NGS of solid tumors from two large cancer centers. We identified and quantified mutations in genes known to be frequently altered in clonal hematopoiesis (&lt;i&gt;DNMT3A, TET2, ASXL1, TP53, ATM, CHEK2, SF3B1, CBL, JAK2&lt;/i&gt;) that were returned to physicians on clinical Foundation Medicine reports. For a subset of patients, we explored the frequency of true clonal hematopoiesis by comparing mutations on Foundation Medicine reports with matched blood sequencing.&lt;/p&gt;Results:&lt;p&gt;Mutations in genes that are frequently altered in clonal hematopoiesis were identified in 65% (1,139/1,757) of patients undergoing NGS. When excluding &lt;i&gt;TP53&lt;/i&gt;, which is often mutated in solid tumors, these events were still seen in 35% (619/1,757) of patients. Utilizing paired blood specimens, we were able to confirm that 8% (18/226) of mutations reported in these genes were true clonal hematopoiesis events. The majority of &lt;i&gt;DNMT3A&lt;/i&gt; mutations (64%, 7/11) and minority of &lt;i&gt;TP53&lt;/i&gt; mutations (4%, 2/50) were clonal hematopoiesis.&lt;/p&gt;Conclusions:&lt;p&gt;Clonal hematopoiesis mutations are commonly reported on unpaired NGS testing. It is important to recognize clonal hematopoiesis as a possible cause of misattribution of mutation origin when applying NGS findings to a patient's care.&lt;/p&gt;&lt;p&gt;&lt;i&gt;See related commentary by Pollyea, p. 5790&lt;/i&gt;&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/1078-0432.c.6527667
2023
Data from Identification of Clonal Hematopoiesis Mutations in Solid Tumor Patients Undergoing Unpaired Next-Generation Sequencing Assays
&lt;div&gt;AbstractPurpose:&lt;p&gt;In this era of precision-based medicine, for optimal patient care, results reported from commercial next-generation sequencing (NGS) assays should adequately reflect the burden of somatic mutations in the tumor being sequenced. Here, we sought to determine the prevalence of clonal hematopoiesis leading to possible misattribution of tumor mutation calls on unpaired Foundation Medicine NGS assays.&lt;/p&gt;Experimental Design:&lt;p&gt;This was a retrospective cohort study of individuals undergoing NGS of solid tumors from two large cancer centers. We identified and quantified mutations in genes known to be frequently altered in clonal hematopoiesis (&lt;i&gt;DNMT3A, TET2, ASXL1, TP53, ATM, CHEK2, SF3B1, CBL, JAK2&lt;/i&gt;) that were returned to physicians on clinical Foundation Medicine reports. For a subset of patients, we explored the frequency of true clonal hematopoiesis by comparing mutations on Foundation Medicine reports with matched blood sequencing.&lt;/p&gt;Results:&lt;p&gt;Mutations in genes that are frequently altered in clonal hematopoiesis were identified in 65% (1,139/1,757) of patients undergoing NGS. When excluding &lt;i&gt;TP53&lt;/i&gt;, which is often mutated in solid tumors, these events were still seen in 35% (619/1,757) of patients. Utilizing paired blood specimens, we were able to confirm that 8% (18/226) of mutations reported in these genes were true clonal hematopoiesis events. The majority of &lt;i&gt;DNMT3A&lt;/i&gt; mutations (64%, 7/11) and minority of &lt;i&gt;TP53&lt;/i&gt; mutations (4%, 2/50) were clonal hematopoiesis.&lt;/p&gt;Conclusions:&lt;p&gt;Clonal hematopoiesis mutations are commonly reported on unpaired NGS testing. It is important to recognize clonal hematopoiesis as a possible cause of misattribution of mutation origin when applying NGS findings to a patient's care.&lt;/p&gt;&lt;p&gt;&lt;i&gt;See related commentary by Pollyea, p. 5790&lt;/i&gt;&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/1078-0432.c.6519675
2023
Data from Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
&lt;div&gt;Abstract&lt;p&gt;&lt;b&gt;Purpose:&lt;/b&gt; A multicenter, open-label, phase II trial was conducted to evaluate the efficacy, safety, and tolerability of selumetinib in iodine-refractory papillary thyroid cancer (IRPTC).&lt;/p&gt;&lt;p&gt;&lt;b&gt;Experimental Design:&lt;/b&gt; Patients with advanced IRPTC with or without follicular elements and documented disease progression within the preceding 12 months were eligible to receive selumetinib at a dose of 100 mg twice daily. The primary endpoint was objective response rate using Response Evaluation Criteria in Solid Tumors. Secondary endpoints were safety, overall survival, and progression-free survival (PFS). Tumor genotype including mutations in BRAF, NRAS, and HRAS was assessed.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; Best responses in 32 evaluable patients out of 39 enrolled were 1 partial response (3%), 21 stable disease (54%), and 11 progressive disease (28%). Disease stability maintenance occurred for 16 weeks in 49%, 24 weeks in 36%. Median PFS was 32 weeks. BRAF V600E mutants (12 of 26 evaluated, 46%) had a longer median PFS compared with patients with BRAF wild-type (WT) tumors (33 versus 11 weeks, respectively, HR = 0.6, not significant, &lt;i&gt;P&lt;/i&gt; = 0.3). The most common adverse events and grades 3 to 4 toxicities included rash, fatigue, diarrhea, and peripheral edema. Two pulmonary deaths occurred in the study and were judged unlikely to be related to the study drug.&lt;/p&gt;&lt;p&gt;&lt;b&gt;Conclusions:&lt;/b&gt; Selumetinib was well tolerated but the study was negative with regard to the primary outcome. Secondary analyses suggest that future studies of selumetinib and other mitogen-activated protein (MAP)/extracellular signal-regulated kinase (ERK; MEK) inhibitors in IRPTC should consider BRAF V600E mutation status in the trial design based on differential trends in outcome. &lt;i&gt;Clin Cancer Res; 18(7); 2056–65. ©2012 AACR&lt;/i&gt;.&lt;/p&gt;&lt;/div&gt;
DOI: 10.1158/0008-5472.22418408
2023
Supplementary Figure 5 from MVisAGe Identifies Concordant and Discordant Genomic Alterations of Driver Genes in Squamous Tumors
&lt;p&gt;Comparison of measures of statistical significance using the t-based and permutation-based methods.&lt;/p&gt;
DOI: 10.1158/1078-0432.22442453
2023
Supplementary Data from Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types
&lt;p&gt;Supplementary Figures S1-S8, Supplementary Materials and Methods, and Supplementary Tables S1-S2.&lt;/p&gt;
DOI: 10.1158/1078-0432.22470726
2023
Supplementary Data from Identification of Clonal Hematopoiesis Mutations in Solid Tumor Patients Undergoing Unpaired Next-Generation Sequencing Assays
&lt;p&gt;Supplementary data file&lt;/p&gt;
DOI: 10.1158/1078-0432.22442453.v1
2023
Supplementary Data from Lung Squamous Cell Carcinoma mRNA Expression Subtypes Are Reproducible, Clinically Important, and Correspond to Normal Cell Types
&lt;p&gt;Supplementary Figures S1-S8, Supplementary Materials and Methods, and Supplementary Tables S1-S2.&lt;/p&gt;
DOI: 10.1158/1078-0432.22443099.v1
2023
CCR Translation for This Article from Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
CCR Translation for This Article from Phase II Efficacy and Pharmacogenomic Study of Selumetinib (AZD6244; ARRY-142886) in Iodine-131 Refractory Papillary Thyroid Carcinoma with or without Follicular Elements
DOI: 10.1158/2767-9764.22545719
2023
Figure S4 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Association of SYNGR3 expression patient survival.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545728
2023
Figure S1 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;HPV(+) and HPV(-) HNSC are characterized by distinct immunogenomic signatures.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545701
2023
Supplementary Table ST6 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Crude 5- and 10-year survival rates by p16 cytoplasmic/nuclear status.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545716
2023
Supplementary Table ST1 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;List of Primers.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545713
2023
Supplementary Table ST2 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Demographic and clinical characteristics of the study cases.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545704
2023
Supplementary Table ST5 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Descriptive statistics for HNSC patients from the CHANCE study by p16 cytoplasmic/nuclear status.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545707
2023
Supplementary Table ST4 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Differentially expressed genes from the TCGA Cervical Squamous Cell Carcinoma (CESC).&lt;/p&gt;
DOI: 10.1158/2767-9764.22545710
2023
Supplementary Table ST3 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Differentially expressed genes from the TCGA Head and Neck Squamous Cell Carcinoma (HNSC).&lt;/p&gt;
DOI: 10.1158/2767-9764.22545725
2023
Figure S2 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Validation of upregulated and downregulated genes in HPV(+) HNSC patient tumors.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545722
2023
Figure S3 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Additional multiplex staining coexpression and ROI quantification.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545725.v1
2023
Figure S2 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Validation of upregulated and downregulated genes in HPV(+) HNSC patient tumors.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545707.v1
2023
Supplementary Table ST4 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Differentially expressed genes from the TCGA Cervical Squamous Cell Carcinoma (CESC).&lt;/p&gt;
DOI: 10.1158/2767-9764.22545728.v1
2023
Figure S1 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;HPV(+) and HPV(-) HNSC are characterized by distinct immunogenomic signatures.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545719.v1
2023
Figure S4 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Association of SYNGR3 expression patient survival.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545701.v1
2023
Supplementary Table ST6 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Crude 5- and 10-year survival rates by p16 cytoplasmic/nuclear status.&lt;/p&gt;
DOI: 10.1158/2767-9764.22545713.v1
2023
Supplementary Table ST2 from Tumor Cell Extrinsic Synaptogyrin 3 Expression as a Diagnostic and Prognostic Biomarker in Head and Neck Cancer
&lt;p&gt;Demographic and clinical characteristics of the study cases.&lt;/p&gt;