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1.
Cell ; 158(6): 1281-1292, 2014 Sep 11.
Article in English | MEDLINE | ID: mdl-25215487

ABSTRACT

A dichotomous choice for metazoan cells is between proliferation and differentiation. Measuring tRNA pools in various cell types, we found two distinct subsets, one that is induced in proliferating cells, and repressed otherwise, and another with the opposite signature. Correspondingly, we found that genes serving cell-autonomous functions and genes involved in multicellularity obey distinct codon usage. Proliferation-induced and differentiation-induced tRNAs often carry anticodons that correspond to the codons enriched among the cell-autonomous and the multicellularity genes, respectively. Because mRNAs of cell-autonomous genes are induced in proliferation and cancer in particular, the concomitant induction of their codon-enriched tRNAs suggests coordination between transcription and translation. Histone modifications indeed change similarly in the vicinity of cell-autonomous genes and their corresponding tRNAs, and in multicellularity genes and their tRNAs, suggesting the existence of transcriptional programs coordinating tRNA supply and demand. Hence, we describe the existence of two distinct translation programs that operate during proliferation and differentiation.


Subject(s)
Cell Differentiation , Cell Proliferation , Protein Biosynthesis , RNA, Transfer/genetics , Anticodon , Cell Line, Tumor , Cell Transformation, Neoplastic , Codon , Histones/metabolism , Humans , Neoplasms/genetics , RNA, Messenger/metabolism , RNA, Transfer/chemistry , RNA, Transfer/metabolism , Transcriptome
2.
PLoS Med ; 17(2): e1003033, 2020 02.
Article in English | MEDLINE | ID: mdl-32032355

ABSTRACT

BACKGROUND: Assessing genetic lifetime risk for prostate cancer has been proposed as a means of risk stratification to identify those for whom prostate-specific antigen (PSA) testing is likely to be most valuable. This project aimed to test the effect of introducing a genetic test for lifetime risk of prostate cancer in general practice on future PSA testing. METHODS AND FINDINGS: We performed a cluster randomized controlled trial with randomization at the level of general practices (73 in each of two arms) in the Central Region (Region Midtjylland) of Denmark. In intervention practices, men were offered a genetic test (based on genotyping of 33 risk-associated single nucleotide polymorphisms) in addition to the standard PSA test that informed them about lifetime genetic risk of prostate cancer and distinguished between "normal" and "high" risk. The primary outcome was the proportion of men having a repeated PSA test within 2 years. A multilevel logistic regression model was used to test the association. After applying the exclusion criteria, 3,558 men were recruited in intervention practices, with 1,235 (34.7%) receiving the genetic test, and 4,242 men were recruited in control practices. Men with high genetic risk had a higher propensity for repeated PSA testing within 2 years than men with normal genetic risk (odds ratio [OR] = 8.94, p < 0.01). The study was conducted in routine practice and had some selection bias, which is evidenced by the relatively large proportion of younger and higher income participants taking the genetic test. CONCLUSIONS: Providing general practitioners (GPs) with access to a genetic test to assess lifetime risk of prostate cancer did not reduce the overall number of future PSA tests. However, among men who had a genetic test, knowledge of genetic risk significantly influenced future PSA testing. TRIAL REGISTRATION: This study is registered with ClinicalTrials.gov, number NCT01739062.


Subject(s)
Early Detection of Cancer/statistics & numerical data , Genetic Testing , Kallikreins/blood , Prostate-Specific Antigen/blood , Prostatic Neoplasms/genetics , Aged , Humans , Logistic Models , Male , Middle Aged , Multilevel Analysis , Polymorphism, Single Nucleotide , Primary Health Care , Prostatic Neoplasms/blood , Prostatic Neoplasms/diagnosis , Risk Assessment
3.
Nature ; 512(7512): 87-90, 2014 Aug 07.
Article in English | MEDLINE | ID: mdl-25079323

ABSTRACT

The cis-regulatory effects responsible for cancer development have not been as extensively studied as the perturbations of the protein coding genome in tumorigenesis. To better characterize colorectal cancer (CRC) development we conducted an RNA-sequencing experiment of 103 matched tumour and normal colon mucosa samples from Danish CRC patients, 90 of which were germline-genotyped. By investigating allele-specific expression (ASE) we show that the germline genotypes remain important determinants of allelic gene expression in tumours. Using the changes in ASE in matched pairs of samples we discover 71 genes with excess of somatic cis-regulatory effects in CRC, suggesting a cancer driver role. We correlate genotypes and gene expression to identify expression quantitative trait loci (eQTLs) and find 1,693 and 948 eQTLs in normal samples and tumours, respectively. We estimate that 36% of the tumour eQTLs are exclusive to CRC and show that this specificity is partially driven by increased expression of specific transcription factors and changes in methylation patterns. We show that tumour-specific eQTLs are more enriched for low CRC genome-wide association study (GWAS) P values than shared eQTLs, which suggests that some of the GWAS variants are tumour specific regulatory variants. Importantly, tumour-specific eQTL genes also accumulate more somatic mutations when compared to the shared eQTL genes, raising the possibility that they constitute germline-derived cancer regulatory drivers. Collectively the integration of genome and the transcriptome reveals a substantial number of putative somatic and germline cis-regulatory cancer changes that may have a role in tumorigenesis.


Subject(s)
Colorectal Neoplasms/genetics , Gene Expression Regulation, Neoplastic/genetics , Regulatory Sequences, Nucleic Acid/genetics , Alleles , Cell Transformation, Neoplastic/genetics , Cell Transformation, Neoplastic/pathology , Colorectal Neoplasms/pathology , DNA Methylation , Gene Expression Profiling , Genes, Neoplasm , Genome-Wide Association Study , Genotype , Germ-Line Mutation/genetics , Humans , Intestinal Mucosa/cytology , Intestinal Mucosa/metabolism , Intestinal Mucosa/pathology , Quantitative Trait Loci/genetics , Sequence Analysis, RNA , Transcription Factors/metabolism , Transcriptome/genetics
4.
Int J Cancer ; 145(9): 2558-2567, 2019 11 01.
Article in English | MEDLINE | ID: mdl-30903800

ABSTRACT

Improved biomarkers for prostate cancer (PC) risk stratification are urgently needed. Here, we aimed to develop a novel multimarker model for prediction of biochemical recurrence (BCR) after curatively intended radical prostatectomy (RP), based on minimally invasive sampling of blood and urine. We initially measured the levels of 45 selected miRNAs by RT-qPCR in exosome enriched cell-free urine samples collected prior to RP from 215 PC patients (Cohort 1, training). We trained a novel logistic regression model (pCaP), comprising five urine miRNAs (miR-151a-5p, miR-204-5p, miR-222-3p, miR-23b-3p and miR-331-3p) and serum prostate-specific antigen (PSA), which significantly predicted time to BCR in Cohort 1 (univariate Cox regression analysis: HR = 3.12, p < 0.001). Next, using the same exact numeric cutoff for dichotomization as trained in Cohort 1, we tested and successfully validated the prognostic potential of pCaP in two additional cohorts, including 199 (Cohort 2, HR = 2.24, p = 0.002) and 205 (Cohort 3, HR = 2.15, p = 0.004) RP patients, respectively. pCaP remained a significant predictor of BCR, also after adjustment for pathological T-stage, surgical margin status and Gleason grade group (p < 0.05 in multivariate Cox regression analysis: HR = 2.72, 1.94 and 1.83 for Cohorts 1, 2 and 3, respectively). Additionally, pCaP scores correlated positively with the established clinical risk stratification nomogram CAPRA in all three PC cohorts (Pearson's rho: 0.45, 0.39 and 0.44). Together, our results suggest that the minimally invasive pCaP model could potentially be used in the future to improve PC risk stratification and to guide more personalized treatment decisions. Further clinical validation studies are warranted.


Subject(s)
MicroRNAs/genetics , MicroRNAs/urine , Prostatic Neoplasms/genetics , Prostatic Neoplasms/urine , Adult , Aged , Biomarkers, Tumor/genetics , Biomarkers, Tumor/urine , Cohort Studies , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Neoplasm Grading/methods , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/urine , Nomograms , Prognosis , Prostate/pathology , Prostate-Specific Antigen/genetics , Prostatectomy/methods , Prostatic Neoplasms/pathology
5.
Int J Cancer ; 145(12): 3445-3452, 2019 12 15.
Article in English | MEDLINE | ID: mdl-31125115

ABSTRACT

Improved prognostic biomarkers are needed to guide personalized prostate cancer (PC) treatment decisions. Due to the prominent molecular heterogeneity of PC, multimarker panels may be more robust. Here, 25 selected top-candidate miRNA and methylation markers for PC were profiled by qPCR in malignant radical prostatectomy (RP) tissue specimens from 198 PC patients (Cohort 1, training). Using GLMnet, we trained a novel multimarker model (miMe) comprising nine miRNAs and three methylation markers that predicted postoperative biochemical recurrence (BCR) independently of the established clinicopathological CAPRA-S nomogram in Cox multivariate regression analysis in Cohort 1 (HR [95% CI]: 1.53 [1.26-1.84], p < 0.001). This result was successfully validated in two independent RP cohorts (Cohort 2, n = 159: HR [95% CI]: 1.35 [1.06-1.73], p = 0.015. TCGA, n = 350: HR [95% CI]: 1.34 [1.01-1.77], p = 0.04). Notably, in CAPRA-S low-risk patients, a high miMe score was associated with >6 times higher risk of BCR, suggesting that miMe may help identify PC patients at high risk of progression despite favorable clinicopathological factors postsurgery. Finally, miMe was a significant predictor of cancer-specific survival (p = 0.019, log-rank test) in a merged analysis of 357 RP patients. In conclusion, we trained, tested and validated a novel 12-marker panel (miMe) that showed significant independent prognostic value in three RP cohorts. In the future, combining miMe score with existing clinical nomograms may improve PC risk stratification and thus help guide treatment decisions.


Subject(s)
Biomarkers, Tumor/genetics , MicroRNAs/genetics , Prostatic Neoplasms/genetics , Adult , Aged , Cohort Studies , Disease Progression , Humans , Kaplan-Meier Estimate , Male , Methylation , Middle Aged , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Nomograms , Prognosis , Prostate/pathology , Prostate-Specific Antigen/genetics , Prostatectomy/methods , Prostatic Neoplasms/pathology , Risk Factors
6.
Clin Chem ; 65(4): 540-548, 2019 04.
Article in English | MEDLINE | ID: mdl-30728149

ABSTRACT

BACKGROUND: Detection of prostate cancer (PC) based on serum prostate-specific antigen (PSA) testing leads to many unnecessary prostate biopsies, overdiagnosis, and overtreatment of clinically insignificant tumors. Thus, novel and more accurate molecular biomarkers are required. METHODS: Using reverse transcription quantitative PCR, we measured the concentrations of 45 preselected microRNAs (miRNAs) in extracellular vesicle-enriched cell-free urine samples from 4 independent patient cohorts from Spain and Denmark, including 758 patients with clinically localized PC, 289 noncancer controls with benign prostatic hyperplasia (BPH), and 233 patients undergoing initial transrectal ultrasound (TRUS)-guided prostate biopsy owing to PC suspicion (101 with benign and 132 with malignant outcome). Diagnostic potential was assessed by ROC and decision curve analysis. RESULTS: We identified and successfully validated 8 upregulated and 21 downregulated miRNAs in urine from PC patients. Furthermore, we validated a previously identified 3-miRNA diagnostic ratio model, uCaP (miR-222-3p*miR-24-3p/miR-30c-5p). High uCaP scores were distinctive of PC in urine samples from BPH vs PC patients in 3 independent cohorts [area under the curve (AUC) = 0.84, 0.71, 0.72]. Additionally, uCaP predicted TRUS biopsy results with greater accuracy than PSA (AUC uCaP = 0.644; AUC PSA = 0.527) for patients within the diagnostic gray zone (PSA ≤ 10 ng/mL). CONCLUSIONS: We successfully validated a urine-based diagnostic 3-miRNA signature for PC (uCaP) in 3 independent patient cohorts from 2 countries. In the future, the simple and noninvasive uCaP test may be used to help more accurately select patients for prostate biopsy. Prospective clinical validation is warranted.


Subject(s)
Biomarkers, Tumor/urine , MicroRNAs/urine , Prostatic Neoplasms/diagnosis , Adult , Aged , Aged, 80 and over , Area Under Curve , Biomarkers, Tumor/metabolism , Cohort Studies , Denmark , Down-Regulation , Humans , Male , MicroRNAs/metabolism , Middle Aged , Models, Biological , Prostatic Neoplasms/metabolism , ROC Curve , Spain , Up-Regulation
7.
Int J Mol Sci ; 20(5)2019 Mar 07.
Article in English | MEDLINE | ID: mdl-30866497

ABSTRACT

Prostate cancer (PCa) is a clinically heterogeneous disease and currently, accurate diagnostic and prognostic molecular biomarkers are lacking. This study aimed to identify novel DNA hypermethylation markers for PCa with future potential for blood-based testing. Accordingly, to search for genes specifically hypermethylated in PCa tissue samples and not in blood cells or other cancer tissue types, we performed a systematic analysis of genome-wide DNA methylation data (Infinium 450K array) available in the Marmal-aid database for 4072 malignant/normal tissue samples of various types. We identified eight top candidate markers (cg12799885, DOCK2, FBXO30, GRASP, HIF3A, MOB3B, PFKP, and TPM4) that were specifically hypermethylated in PCa tissue samples and hypomethylated in other benign and malignant tissue types, including in peripheral blood cells. Potential as diagnostic and prognostic biomarkers was further assessed by the quantitative methylation specific PCR (qMSP) analysis of 37 nonmalignant and 197 PCa tissue samples from an independent population. Here, all eight hypermethylated candidates showed high sensitivity (75⁻94%) and specificity (84⁻100%) for PCa. Furthermore, DOCK2, GRASP, HIF3A and PKFP hypermethylation was significantly associated with biochemical recurrence (BCR) after radical prostatectomy (RP; 197 patients), independent of the routine clinicopathological variables. DOCK2 is the most promising single candidate marker (hazard ratio (HR) (95% confidence interval (CI)): 1.96 (1.24⁻3.10), adjusted p = 0.016; multivariate cox regression). Further validation studies are warranted and should investigate the potential value of these hypermethylation candidate markers for blood-based testing also.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/genetics , Carrier Proteins/genetics , DNA Methylation , Guanine Nucleotide Exchange Factors/genetics , Membrane Proteins/genetics , Phosphofructokinase-1, Type C/genetics , Prostatic Neoplasms/diagnosis , Aged , Aged, 80 and over , Apoptosis Regulatory Proteins , Biomarkers, Tumor/genetics , Epigenesis, Genetic , GTPase-Activating Proteins , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prognosis , Promoter Regions, Genetic , Prostatic Neoplasms/genetics , Repressor Proteins , Sensitivity and Specificity , Survival Analysis
8.
Br J Cancer ; 119(12): 1527-1537, 2018 12.
Article in English | MEDLINE | ID: mdl-30449885

ABSTRACT

BACKGROUND: The current inability to predict whether a primary prostate cancer (PC) will progress to metastatic disease leads to overtreatment of indolent PCs as well as undertreatment of aggressive PCs. Here, we explored the transcriptional changes associated with metastatic progression of multifocal hormone-naive PC. METHODS: Using total RNA-sequencing, we analysed laser micro-dissected primary PC foci (n = 23), adjacent normal prostate tissue samples (n = 23) and lymph node metastases (n = 9) from ten hormone-naive PC patients. Genes important for PC progression were identified using differential gene expression and clustering analysis. From these, two multi-gene-based expression signatures (models) were developed, and their prognostic potential was evaluated using Cox-regression and Kaplan-Meier analyses in three independent radical prostatectomy (RP) cohorts (>650 patients). RESULTS: We identified several novel PC-associated transcripts deregulated during PC progression, and these transcripts were used to develop two novel gene-expression-based prognostic models. The models showed independent prognostic potential in three RP cohorts (n = 405, n = 107 and n = 91), using biochemical recurrence after RP as the primary clinical endpoint. CONCLUSIONS: We identified several transcripts deregulated during PC progression and developed two new prognostic models for PC risk stratification, each of which showed independent prognostic value beyond routine clinicopathological factors in three independent RP cohorts.


Subject(s)
Prostatic Neoplasms/pathology , Transcriptome , Aged , Disease Progression , Humans , Lymphatic Metastasis , Male , Middle Aged , Prognosis , Prostatic Neoplasms/genetics , Prostatic Neoplasms/mortality , Sequence Analysis, RNA
9.
BMC Fam Pract ; 19(1): 32, 2018 02 17.
Article in English | MEDLINE | ID: mdl-29454309

ABSTRACT

BACKGROUND: Most health authorities do not recommend screening for prostate cancer with PSA tests in asymptomatic patients who are not at increased risk. However, opportunistic screening for prostate cancer is still wanted by many patients and it is widely used in primary care clinics, with potential for overdiagnosis and overtreatment. Better tools for risk assessment have been called for, to better target such opportunistic screening. Our aim was to explore perceptions about prostate cancer risk and subsequent opportunistic screening among patients who were not at increased risk of prostate cancer after a first PSA test plus a genetic lifetime risk assessment. METHODS: We undertook semi-structured patient interviews with recording and verbatim transcription of interviews. Data were analysed thematically. RESULTS: Three themes were identified: uncertainty of the nature of prostate cancer; perceived benefits of testing; and conflicting public health recommendations. Prostate cancer was spoken of as an inescapable risk in older age. The aphorism "you die with it, not from it" was prominent in the interviews but patients focused on the benefits of testing now rather than the future risks associated with treatment relating to potential overdiagnosis. Many expressed frustration with perceived mixed messages about early detection of cancer, in which on one side men feel that they are encouraged to seek medical testing to act responsibly regarding the most common cancer disease in men, and on the other side they are asked to refrain from opportunistic testing for prostate cancer. Taken together, personal risks of prostate cancer were perceived as high in spite of a normal PSA test and a genetic lifetime risk assessment showing no increased risk. CONCLUSION: Patients saw prostate cancer risk as high and increasing with age. They focused on the perceived benefit of early detection using PSA testing. It was also commonly acknowledged that most cases are indolent causing no symptoms and not shortening life expectancy. There was a frustration with mixed messages about the benefit of early detection and risk of overdiagnosis. These men's genetic lifetime risk assessment showing no increased risk did not appear to influence current intentions to get PSA testing in the future.


Subject(s)
Early Detection of Cancer , Genetic Predisposition to Disease , Health Knowledge, Attitudes, Practice , Prostatic Neoplasms/diagnosis , Adult , Age Factors , Early Detection of Cancer/methods , Humans , Interviews as Topic , Male , Medical Overuse , Middle Aged , Prostate-Specific Antigen/blood , Prostatic Neoplasms/genetics , Qualitative Research , Risk Assessment
10.
J Urol ; 197(6): 1410-1418, 2017 06.
Article in English | MEDLINE | ID: mdl-28049011

ABSTRACT

PURPOSE: Patients with nonmuscle invasive bladder cancer are followed with frequent cystoscopies. In this study FGFR3, TERT and OTX1 were investigated as a diagnostic urinary marker combination during followup of patients with primary nonmuscle invasive bladder cancer. MATERIALS AND METHODS: In this international, multicenter, prospective study 977 patients with nonmuscle invasive bladder cancer were included. A total of 2,496 urine samples were collected prior to cystoscopy during regular visits. Sensitivity was estimated to detect concomitant recurrences. Kaplan-Meier curves were used to estimate the development of future recurrences after urinalysis and a negative cystoscopy. RESULTS: Sensitivity of the assay combination for recurrence detection was 57% in patients with primary low grade, nonmuscle invasive bladder cancer. However, sensitivity was 83% for recurrences that were pT1 or muscle invasive bladder cancer. Of the cases 2% progressed to muscle invasive bladder cancer. Sensitivity for recurrence detection in patients with primary high grade disease was 72% and 7% of them had progression to muscle invasive bladder cancer. When no concomitant tumor was found by cystoscopy, positive urine samples were more frequently followed by a recurrence over time compared to a negative urine sample (58% vs 36%, p <0.001). High stage recurrences were identified within 1 year after a positive urine test and a negative cystoscopy. CONCLUSIONS: Recurrences in patients with primary nonmuscle invasive bladder cancer can be detected by a combination of urine assays. This study supports the value of urinalysis as an alternative diagnostic tool in patients presenting with low grade tumors and as a means to identify high stage tumors earlier.


Subject(s)
Biomarkers, Tumor/urine , Neoplasm Recurrence, Local/epidemiology , Neoplasm Recurrence, Local/urine , Otx Transcription Factors/urine , Receptor, Fibroblast Growth Factor, Type 3/urine , Telomerase/urine , Urinary Bladder Neoplasms/urine , Aged , Cystoscopy , Feasibility Studies , Female , Follow-Up Studies , Humans , Male , Neoplasm Recurrence, Local/pathology , Population Surveillance , Predictive Value of Tests , Prospective Studies , Urinary Bladder Neoplasms/pathology
11.
J Urol ; 197(3 Pt 1): 590-595, 2017 03.
Article in English | MEDLINE | ID: mdl-27746284

ABSTRACT

PURPOSE: Only 3% to 28% of patients referred to the urology clinic for hematuria are diagnosed with bladder cancer. Cystoscopy leads to high diagnostic costs and a high patient burden. Therefore, to improve the selection of patients for cystoscopy and reduce costs and over testing we aimed to validate a recently developed diagnostic urine assay. MATERIALS AND METHODS: Included in study were 200 patients from a total of 3 European countries who underwent cystoscopy for hematuria, including 97 with bladder cancer and 103 with nonmalignant findings. Voided urine samples were collected prior to cystoscopy. DNA was extracted and analyzed for mutations in FGFR3, TERT and HRAS, and methylation of OTX1, ONECUT2 and TWIST1. Logistic regression was used to analyze the association between predictor variables and bladder cancer. RESULTS: Combining the methylation and mutation markers with age led to an AUC of 0.96 (95% CI 0.92-0.99) with 93% sensitivity and 86% specificity, and an optimism corrected AUC of 0.95. The AUC was higher for T1 or greater tumors compared to Ta tumors (0.99 vs 0.93). The AUC was also higher for high grade tumors compared to low grade tumors (1.00 vs 0.93). Overall negative predictive value was 99% based on the 5% to 10% prevalence of bladder cancer in patients with hematuria. This would lead to a 77% reduction in diagnostic cystoscopy. CONCLUSIONS: Analyzing hematuria patients for the risk of bladder cancer using novel molecular markers may lead to a reduction in diagnostic cystoscopy. Combining methylation analysis (OTX1, ONECUT2 and TWIST1) with mutation analysis (FGFR3, TERT and HRAS) and patient age resulted in a validated accurate prediction model.


Subject(s)
Biomarkers, Tumor/genetics , Biomarkers, Tumor/urine , Cystoscopy , DNA Methylation , DNA Mutational Analysis , Hematuria/genetics , Hematuria/urine , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/urine , Adult , Aged , Aged, 80 and over , Diagnostic Tests, Routine , Female , Humans , Male , Middle Aged , Neoplasm Grading , Netherlands , Patient Selection , Predictive Value of Tests , Prospective Studies , Sensitivity and Specificity , Spain , Sweden
12.
Int J Mol Sci ; 18(9)2017 Sep 20.
Article in English | MEDLINE | ID: mdl-28930171

ABSTRACT

Overdiagnosis and overtreatment of clinically insignificant tumors remains a major problem in prostate cancer (PC) due to suboptimal diagnostic and prognostic tools. Thus, novel biomarkers are urgently needed. In this study, we investigated the biomarker potential of Trefoil factor 3 (TFF3) promoter methylation and RNA expression levels for PC. Initially, by quantitative methylation specific PCR (qMSP) analysis of a large radical prostatectomy (RP) cohort (n = 292), we found that the TFF3 promoter was significantly hypomethylated in PC compared to non-malignant (NM) prostate tissue samples (p < 0.001) with an AUC (area under the curve) of 0.908 by receiver operating characteristics (ROC) curve analysis. Moreover, significant TFF3 promoter hypomethylation (p ≤ 0.010) as well as overexpression (p < 0.001) was found in PC samples from another large independent patient sample set (498 PC vs. 67 NM) analyzed by Illumina 450K DNA methylation arrays and/or RNA sequencing. TFF3 promoter methylation and transcriptional expression levels were inversely correlated, suggesting that epigenetic mechanisms contribute to the regulation of gene activity. Furthermore, low TFF3 expression was significantly associated with high ERG, ETS transcription factor (ERG) expression (p < 0.001), as well as with high Gleason score (p < 0.001), advanced pathological T-stage (p < 0.001), and prostate-specific antigen (PSA) recurrence after RP (p = 0.013; univariate Cox regression analysis). There were no significant associations between TFF3 promoter methylation levels, ERG status, or PSA recurrence in these RP cohorts. In conclusion, our results demonstrated diagnostic biomarker potential of TFF3 promoter hypomethylation for PC as well as prognostic biomarker potential of TFF3 RNA expression. To the best of our knowledge, this is the most comprehensive study of TFF3 promoter methylation and transcriptional expression in PC to date.


Subject(s)
Biomarkers, Tumor/genetics , DNA Methylation , Promoter Regions, Genetic/genetics , Prostatic Neoplasms/diagnosis , Prostatic Neoplasms/genetics , Trefoil Factor-3/genetics , Adult , Aged , Cohort Studies , Gene Expression Regulation, Neoplastic , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prostate/metabolism , Prostate/pathology , Prostate/surgery , Prostatectomy , Prostatic Neoplasms/surgery
13.
Gut ; 65(4): 625-34, 2016 Apr.
Article in English | MEDLINE | ID: mdl-25654990

ABSTRACT

OBJECTIVE: To develop an affordable and robust pipeline for selection of patient-specific somatic structural variants (SSVs) being informative about radicality of the primary resection, response to adjuvant therapy, incipient recurrence and response to treatment performed in relation to diagnosis of recurrence. DESIGN: We have established efficient procedures for identification of SSVs by next-generation sequencing and subsequent quantification of 3-6 SSVs in plasma. The consequence of intratumour heterogeneity on our approach was assessed. The level of circulating tumour DNA (ctDNA) was quantified in 151 serial plasma samples from six relapsing and five non-relapsing colorectal cancer (CRC) patients by droplet digital PCR, and correlated to clinical findings. RESULTS: Up to six personalised assays were designed for each patient. Our approach enabled efficient temporal assessment of disease status, response to surgical and oncological intervention, and early detection of incipient recurrence. Our approach provided 2-15 (mean 10) months' lead time on detection of metastatic recurrence compared to conventional follow-up. The sensitivity and specificity of the SSVs in terms of detecting postsurgery relapse were 100%. CONCLUSIONS: We show that assessment of ctDNA is a non-invasive, exquisitely specific and highly sensitive approach for monitoring disease load, which has the potential to provide clinically relevant lead times compared with conventional methods. Furthermore, we provide a low-coverage protocol optimised for identifying SSVs with excellent correlation between SSVs identified in tumours and matched metastases. Application of ctDNA analysis has the potential to change clinical practice in the management of CRC.


Subject(s)
Colorectal Neoplasms/surgery , Colorectal Surgery , DNA, Neoplasm/blood , Aged , Aged, 80 and over , Biomarkers, Tumor/blood , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Female , Humans , Male , Middle Aged , Neoplasm Recurrence, Local , Neoplasm Staging , Polymerase Chain Reaction , Polymorphism, Single Nucleotide , Sensitivity and Specificity , Sequence Analysis, DNA
14.
RNA ; 20(2): 236-51, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24344320

ABSTRACT

The past decade has shown mammalian genomes to be pervasively transcribed and identified thousands of noncoding (nc) transcripts. It is currently unclear to what extent these transcripts are of functional importance, as experimental functional evidence exists for only a small fraction. Here, we characterize the expression and evolutionary conservation properties of 12,115 known and novel nc transcripts, including structural RNAs, long nc RNAs (lncRNAs), antisense RNAs, EvoFold predictions, ultraconserved elements, and expressed nc regions. Expression levels are evaluated across 12 human tissues using a custom-designed microarray, supplemented with RNAseq. Conservation levels are evaluated at both the base level and at the syntenic level. We combine these measures with epigenetic mark annotations to identify subsets of novel nc transcripts that show characteristics similar to known functional ncRNAs. Few novel nc transcripts show both high expression and conservation levels. However, overall, we observe a positive correlation between expression and both conservation and epigenetic annotations, suggesting that a subset of the expressed transcripts are under purifying selection and likely functional. The identified subsets of expressed and conserved novel nc transcripts may form the basis for further functional characterization.


Subject(s)
RNA, Untranslated/genetics , Transcriptome , Base Sequence , Chromatin/genetics , Conserved Sequence , Expressed Sequence Tags , Humans , Inverted Repeat Sequences , Molecular Sequence Annotation , Oligonucleotide Array Sequence Analysis , Open Reading Frames , Organ Specificity , RNA, Untranslated/metabolism
15.
Bioinformatics ; 31(24): 4006-8, 2015 Dec 15.
Article in English | MEDLINE | ID: mdl-26319221

ABSTRACT

UNLABELLED: Sodium bisulfite conversion followed by sequencing (BS-Seq, such as whole genome bisulfite sequencing or reduced representation bisulfite sequencing) has become popular for studying human epigenetic profiles. Identifying single nucleotide polymorphisms (SNPs) is important for quantification of methylation levels and for study of allele-specific epigenetic events such as imprinting. However, SNP calling in such data is complex and time consuming. Here, we present an ultrafast and memory-efficient package named BS-SNPer for the exploration of SNP sites from BS-Seq data. Compared with Bis-SNP, a popular BS-Seq specific SNP caller, BS-SNPer is over 100 times faster and uses less memory. BS-SNPer also offers higher sensitivity and specificity compared with existing methods. AVAILABILITY AND IMPLEMENTATION: BS-SNPer is written in C++ and Perl, and is freely available at https://github.com/hellbelly/BS-Snper.


Subject(s)
DNA Methylation , Polymorphism, Single Nucleotide , Sequence Analysis, DNA/methods , Software , Sulfites , Alleles , Humans
16.
BJU Int ; 118(4): 646-53, 2016 10.
Article in English | MEDLINE | ID: mdl-26779768

ABSTRACT

OBJECTIVES: To determine the prevalence of the HOXB13 G84E mutation (rs138213197) in Danish men with or without prostate cancer (PCa) and to investigate possible correlations between HOXB13 mutation status and clinicopathological characteristics associated with tumour aggressiveness. MATERIALS AND METHODS: We conducted a case-control study including 995 men with PCa (cases) who underwent radical prostatectomy (RP) between 1997 and 2011 at the Department of Urology, Aarhus University Hospital, Denmark. As controls, we used 1622 healthy men with a normal prostate specific antigen (PSA) level. RESULTS: The HOXB13 G84E mutation was identified in 0.49% of controls and in 2.51% of PCa cases. The mutation was associated with a 5.12-fold increased relative risk (RR) of PCa (95% confidence interval [CI] 2.26-13.38; P = 13 × 10(-6) ). Furthermore, carriers of the risk allele were significantly more likely to have a higher PSA level at diagnosis (mean PSA 19.9 vs 13.6 ng/mL; P = 0.032), a pathological Gleason score ≥7 (83.3 vs 60.9%; P = 0.032), and positive surgical margins (56.0 vs 28.5%; P = 0.006) than non-carriers. Risk allele carriers were also more likely to have aggressive disease (54.2 vs 28.6%; P = 0.011), as defined by a preoperative PSA ≥20 ng/mL, pathological Gleason score ≥ (4+3) and/or presence of regional/distant disease. At a mean follow-up of 7 months, we found no significant association between HOXB13 mutation status and biochemical recurrence in this cohort of men who underwent RP. CONCLUSIONS: This is the first study to investigate the HOXB13 G84E mutation in Danish men. The mutation was detected in 0.49% of controls and in 2.51% of cases, and was associated with 5.12-fold increased RR of being diagnosed with PCa. In our RP cohort, HOXB13 mutation carriers were more likely to develop aggressive PCa. Further studies are needed to assess the potential of HOXB13 for future targeted screening approaches.


Subject(s)
Homeodomain Proteins/genetics , Mutation , Prostatectomy , Prostatic Neoplasms/genetics , Prostatic Neoplasms/surgery , Adult , Aged , Aged, 80 and over , Case-Control Studies , Denmark , Humans , Male , Middle Aged , Prostatic Neoplasms/pathology , Risk , Young Adult
17.
BMC Cancer ; 15: 819, 2015 Oct 29.
Article in English | MEDLINE | ID: mdl-26514170

ABSTRACT

BACKGROUND: Annually, colorectal cancer (CRC) is diagnosed in >1.4 million subjects worldwide and incidence is increasing. Much effort has therefore been focused on screening, which has proven to reduce cancer-related mortality. The Sept9 DNA-methylation assay is among the most well studied blood-based screening markers. However, earlier reported performances may be misleading: the Sept9 test was recently examined in two screening based cohorts and yielded performances lower than expected. We hypothesize that comorbidities and/or demographic characteristics affect the results of the Sept9 test. METHODS: Using a retrospective nested case-control study design, we studied plasma from 150 cancer and 150 controls selected from a well-characterized cohort of 4698 subjects referred for diagnostic colonoscopy due to CRC-related symptoms. The cases and controls were matched on age and gender, and moreover cases were stratified on tumor-site and tumor-stage. The selected cohort included a wide range of comorbidities. Plasma Sept9 levels were assessed using a commercially available PCR based assay (Epi-proColon). RESULTS: Clinical sensitivity for CRC stages I-IV was 37 %, 91 %, 77 %, and 89 %, and the overall sensitivity 73 % (95 % CI, 64-80 %) and specificity 82 % (95 % CI, 75-88 %), respectively. Age >65 was associated with both increased false positive and false negative results (p < 0.05). Arthritis was associated with a higher false negative rate (p = 0.005) whereas Arteriosclerosis was associated with a higher false positive rate (p = 0.007). Diabetes was associated with Sept9 positivity with an OR of 5.2 (95 % CI 1.4-19.1). When the performance of Sept9 was adjusted for these parameters in a final multivariate regression model, the OR for a positive Sept9 test to be associated with CRC increased from 8.25 (95 % CI 4.83-14.09) to 29.46 (95 % CI 12.58-69.02). CONCLUSIONS: The results indicate that the performance of the Sept9 assay is negatively affected by several factors commonly associated with CRC screening populations: early-stage disease, age > 65 years, diabetes, arthritis, and arteriosclerosis. This should be taken into account if the Sept9 assay is used as a single marker for CRC screening, but may also have a wider impact, as it is likely that such factors may affect other blood based DNA markers as well.


Subject(s)
Biomarkers, Tumor , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/genetics , Early Detection of Cancer , Septins/genetics , Age Factors , Aged , Aged, 80 and over , Algorithms , Arthritis , Case-Control Studies , Colonoscopy , Colorectal Neoplasms/epidemiology , Comorbidity , Diabetes Mellitus , Early Detection of Cancer/methods , Early Detection of Cancer/standards , Female , Humans , Male , Middle Aged , Prognosis , Reproducibility of Results , Risk Factors
18.
Nat Genet ; 38(5): 566-9, 2006 May.
Article in English | MEDLINE | ID: mdl-16642021

ABSTRACT

Disruption of histone acetylation patterns is a common feature of cancer cells, but very little is known about its genetic basis. We have identified truncating mutations in one of the primary human histone deacetylases, HDAC2, in sporadic carcinomas with microsatellite instability and in tumors arising in individuals with hereditary nonpolyposis colorectal cancer syndrome. The presence of the HDAC2 frameshift mutation causes a loss of HDAC2 protein expression and enzymatic activity and renders these cells more resistant to the usual antiproliferative and proapoptotic effects of histone deacetylase inhibitors. As such drugs may serve as therapeutic agents for cancer, our findings support the use of HDAC2 mutational status in future pharmacogenetic treatment of these individuals.


Subject(s)
Drug Resistance, Neoplasm/genetics , Enzyme Inhibitors/pharmacology , Histone Deacetylase Inhibitors , Histone Deacetylases/genetics , Mutation , Neoplasms/enzymology , Repressor Proteins/antagonists & inhibitors , Repressor Proteins/genetics , Amino Acid Sequence , Antineoplastic Agents/therapeutic use , Apoptosis , Cell Cycle , Electrophoresis, Capillary , Histone Deacetylase 2 , Histone Deacetylases/chemistry , Humans , Molecular Sequence Data , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/pathology , RNA, Small Interfering , Repressor Proteins/chemistry
19.
Proteomics ; 14(6): 699-712, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24376083

ABSTRACT

Cancer cells secrete soluble factors and various extracellular vesicles, including exosomes, into their tissue microenvironment. The secretion of exosomes is speculated to facilitate local invasion and metastatic spread. Here, we used an in vivo metastasis model of human bladder carcinoma cell line T24 without metastatic capacity and its two isogenic derivate cell lines SLT4 and FL3, which form metastases in the lungs and liver of mice, respectively. Cultivation in CLAD1000 bioreactors rather than conventional culture flasks resulted in a 13- to 16-fold increased exosome yield and facilitated quantitative proteomics of fractionated exosomes. Exosomes from T24, SLT4, and FL3 cells were partitioned into membrane and luminal fractions and changes in protein abundance related to the gain of metastatic capacity were identified by quantitative iTRAQ proteomics. We identified several proteins linked to epithelial-mesenchymal transition, including increased abundance of vimentin and hepatoma-derived growth factor in the membrane, and casein kinase II α and annexin A2 in the lumen of exosomes, respectively, from metastatic cells. The change in exosome protein abundance correlated little, although significant for FL3 versus T24, with changes in cellular mRNA expression. Our proteomic approach may help identification of proteins in the membrane and lumen of exosomes potentially involved in the metastatic process.


Subject(s)
Epithelial-Mesenchymal Transition , Exosomes/pathology , Proteome/analysis , Urinary Bladder Neoplasms/pathology , Urinary Bladder/pathology , Animals , Cell Line, Tumor , Exosomes/metabolism , Humans , Intercellular Signaling Peptides and Proteins/analysis , Intercellular Signaling Peptides and Proteins/metabolism , Liver Neoplasms/secondary , Lung Neoplasms/secondary , Mass Spectrometry , Mice , Neoplasm Metastasis/pathology , Proteome/metabolism , Urinary Bladder/metabolism , Urinary Bladder Neoplasms/metabolism , Vimentin/analysis , Vimentin/metabolism
20.
Am J Pathol ; 182(2): 339-49, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23201130

ABSTRACT

Transcripts from the four genes encoding cyclin D1, MCM7, TRIM29, and UBE2C have previously been included in gene expression signatures for outcome prediction in stage Ta/T1 urothelial carcinomas. We investigated the prognostic value of the protein expressions in Ta/T1 urothelial carcinomas patients. We used four different tissue microarrays (TMAs) with a total of 859 Ta/T1 urothelial carcinomas from Danish, Swedish, Spanish, and Taiwanese patient cohorts with long-term follow-up. Protein expression was measured by IHC, and antibody specificity was validated by Western blotting. We found the expression of cyclin D1, MCM7, TRIM29, and UBE2C to be significantly associated with progression to muscle-invasive bladder cancer (log-rank test; P < 0.001) in the Danish training cohort (n = 283). Multivariate Cox regression analysis identified cyclin D1 (P = 0.003), TRIM29 (P = 0.001), and UBE2C (P < 0.001) as independent prognostic markers. The prognostic value of the four proteins was validated in a joint validation cohort from Sweden, Spain, and Taiwan (n = 576). Computer-assisted image analysis of the prognostic markers produced results comparable to those obtained by manual scoring. Finally, a four-protein maximum-likelihood classifier was trained on the Danish training cohort and applied to the validation cohort. The four protein markers may help optimize treatment of patients with Ta/T1 bladder cancer. Additional prospective studies are needed for further validation of their clinical relevance.


Subject(s)
Biomarkers, Tumor/metabolism , Cell Cycle Proteins/metabolism , Cyclin D1/metabolism , DNA-Binding Proteins/metabolism , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Ubiquitin-Conjugating Enzymes/metabolism , Urinary Bladder Neoplasms/metabolism , Urinary Bladder Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Cohort Studies , Denmark , Disease-Free Survival , Female , Humans , Male , Middle Aged , Minichromosome Maintenance Complex Component 7 , Multivariate Analysis , Muscles/pathology , Neoplasm Invasiveness , Proportional Hazards Models , Reproducibility of Results , Risk Factors , Spain , Sweden , Taiwan , Young Adult
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