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1.
PLoS Med ; 17(2): e1003033, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-32032355

RESUMO

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.


Assuntos
Detecção Precoce de Câncer/estatística & dados numéricos , Testes Genéticos , Calicreínas/sangue , Antígeno Prostático Específico/sangue , Neoplasias da Próstata/genética , Idoso , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multinível , Polimorfismo de Nucleotídeo Único , Atenção Primária à Saúde , Neoplasias da Próstata/sangue , Neoplasias da Próstata/diagnóstico , Medição de Risco
2.
Int J Cancer ; 145(12): 3445-3452, 2019 12 15.
Artigo em Inglês | MEDLINE | ID: mdl-31125115

RESUMO

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.


Assuntos
Biomarcadores Tumorais/genética , MicroRNAs/genética , Neoplasias da Próstata/genética , Adulto , Idoso , Estudos de Coortes , Progressão da Doença , Humanos , Estimativa de Kaplan-Meier , Masculino , Metilação , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/patologia , Nomogramas , Prognóstico , Próstata/patologia , Antígeno Prostático Específico/genética , Prostatectomia/métodos , Neoplasias da Próstata/patologia , Fatores de Risco
3.
Ugeskr Laeger ; 181(7A)2019 Apr 01.
Artigo em Dinamarquês | MEDLINE | ID: mdl-30950376

RESUMO

This review presents an overview of how the Danish parliament has decided to establish a new infrastructure for personalised medicine in Denmark. The core activities are a national whole genome sequencing centre, a national high-performance computing centre, a national genome database with associated tools and various databases for clinical support. The infrastructure will be developed over the coming years and will include tools for genome interpretation and clinical follow-up of patients, who have been whole-genome sequenced.


Assuntos
Bases de Dados Factuais , Bases de Dados Genéticas , Medicina de Precisão , Dinamarca , Humanos
4.
Clin Epigenetics ; 10(1): 105, 2018 08 07.
Artigo em Inglês | MEDLINE | ID: mdl-30086793

RESUMO

BACKGROUND: Prognostic tools for prostate cancer (PC) are inadequate and new molecular biomarkers may improve risk stratification. The epigenetic mark 5-hydroxymethylcytosine (5hmC) has recently been proposed as a novel candidate prognostic biomarker in several malignancies including PC. 5hmC is an oxidized derivative of 5-methylcytosine (5mC) and can be further oxidized to 5-formylcytosine (5fC) and 5-carboxylcytosine (5caC). The present study is the first to investigate the biomarker potential in PC for all four DNA methylation marks in parallel. Thus, we determined 5mC, 5hmC, 5fC, and 5caC levels in non-malignant (NM) and PC tissue samples from a large radical prostatectomy (RP) patient cohort (n = 546) by immunohistochemical (IHC) analysis of serial sections of a tissue microarray. Possible associations between methylation marks, routine clinicopathological parameters, ERG status, and biochemical recurrence (BCR) after RP were investigated. RESULTS: 5mC and 5hmC levels were significantly reduced in PC compared to NM prostate tissue samples (p ≤ 0.027) due to a global loss of both marks specifically in ERG- PCs. 5fC levels were significantly increased in ERG+ PCs (p = 0.004), whereas 5caC levels were elevated in both ERG- and ERG+ PCs compared with NM prostate tissue samples (p ≤ 0.019). Positive correlations were observed between 5mC, 5fC, and 5caC levels in both NM and PC tissues (p < 0.001), while 5hmC levels were only weakly positively correlated to 5mC in the PC subset (p = 0.030). There were no significant associations between 5mC, 5fC, or ERG status and time to BCR in this RP cohort. In contrast, high 5hmC levels were associated with BCR in ERG- PCs (p = 0.043), while high 5caC levels were associated with favorable prognosis in ERG+ PCs (p = 0.011) and were borderline significantly associated with worse prognosis in ERG- PCs (p = 0.058). Moreover, a combined high-5hmC/high-5caC score was a significant adverse predictor of post-operative BCR beyond routine clinicopathological variables in ERG- PCs (hazard ratio 3.18 (1.54-6.56), p = 0.002, multivariate Cox regression). CONCLUSIONS: This is the first comprehensive study of 5mC, 5hmC, 5fC, and 5caC levels in PC and the first report of a significant prognostic potential for 5caC in PC.


Assuntos
5-Metilcitosina/análogos & derivados , 5-Metilcitosina/metabolismo , Citosina/análogos & derivados , Metilação de DNA , Neoplasias da Próstata/genética , Adulto , Idoso , Citosina/metabolismo , Epigênese Genética , Regulação Neoplásica da Expressão Gênica , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Neoplasias da Próstata/metabolismo , Neoplasias da Próstata/cirurgia , Receptores de Estrogênio/metabolismo , Análise Serial de Tecidos
5.
Mol Oncol ; 12(4): 545-560, 2018 04.
Artigo em Inglês | MEDLINE | ID: mdl-29465788

RESUMO

Current diagnostic and prognostic tools for prostate cancer (PC) are suboptimal, leading to overdiagnosis and overtreatment. Aberrant promoter hypermethylation of specific genes has been suggested as novel candidate biomarkers for PC that may improve diagnosis and prognosis. We here analyzed ST6GALNAC3 and ZNF660 promoter methylation in prostate tissues, and ST6GALNAC3, ZNF660, CCDC181, and HAPLN3 promoter methylation in liquid biopsies. First, using four independent patient sample sets, including a total of 110 nonmalignant (NM) and 705 PC tissue samples, analyzed by methylation-specific qPCR or methylation array, we found that hypermethylation of ST6GALNAC3 and ZNF660 was highly cancer-specific with areas under the curve (AUC) of receiver operating characteristic (ROC) curve analysis of 0.917-0.995 and 0.846-0.903, respectively. Furthermore, ZNF660 hypermethylation was significantly associated with biochemical recurrence in two radical prostatectomy (RP) cohorts of 158 and 392 patients and remained significant also in the subsets of patients with Gleason score ≤7 (univariate Cox regression and log-rank tests, P < 0.05), suggesting that ZNF660 methylation analysis can potentially help to stratify low-/intermediate-grade PCs into indolent vs. more aggressive subtypes. Notably, ZNF660 hypermethylation was also significantly associated with poor overall and PC-specific survival in the RP cohort (n = 158) with long clinical follow-up available. Moreover, as proof of principle, we successfully detected highly PC-specific hypermethylated circulating tumor DNA (ctDNA) for ST6GALNAC3, ZNF660, HAPLN3, and CCDC181 in liquid biopsies (serum) from 27 patients with PC vs. 10 patients with BPH, using droplet digital methylation-specific PCR analysis. Finally, we generated a three-gene (ST6GALNAC3/CCDC181/HAPLN3) ctDNA hypermethylation model, which detected PC with 100% specificity and 67% sensitivity. In conclusion, we here for the first time demonstrate diagnostic biomarker potential of ST6GALNAC3 and ZNF660 methylation, as well as prognostic biomarker potential of ZNF660. Furthermore, we show that hypermethylation of four genes can be detected in ctDNA in liquid biopsies (serum) from patients with PC.


Assuntos
Biomarcadores Tumorais/metabolismo , Metilação de DNA , Proteínas de Ligação a DNA/metabolismo , Modelos Biológicos , Proteínas de Neoplasias/metabolismo , Regiões Promotoras Genéticas , Neoplasias da Próstata/metabolismo , Sialiltransferases/metabolismo , Idoso , Idoso de 80 Anos ou mais , Humanos , Biópsia Líquida , Masculino , Pessoa de Meia-Idade , Neoplasias da Próstata/patologia
6.
Clin Cancer Res ; 24(7): 1586-1593, 2018 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-29367430

RESUMO

Purpose: The European Association of Urology (EAU) guidelines for non-muscle-invasive bladder cancer (NMIBC) recommend risk stratification based on clinicopathologic parameters. Our aim was to investigate the added value of biomarkers to improve risk stratification of NMIBC.Experimental Design: We prospectively included 1,239 patients in follow-up for NMIBC in six European countries. Fresh-frozen tumor samples were analyzed for GATA2, TBX2, TBX3, and ZIC4 methylation and FGFR3, TERT, PIK3CA, and RAS mutation status. Cox regression analyses identified markers that were significantly associated with progression to muscle-invasive disease. The progression incidence rate (PIR = rate of progression per 100 patient-years) was calculated for subgroups.Results: In our cohort, 276 patients had a low, 273 an intermediate, and 555 a high risk of tumor progression based on the EAU NMIBC guideline. Fifty-seven patients (4.6%) progressed to muscle-invasive disease. The limited number of progressors in this large cohort compared with older studies is likely due to improved treatment in the past two decades. Overall, wild-type FGFR3 and methylation of GATA2 and TBX3 were significantly associated with progression (HR = 0.34, 2.53, and 2.64, respectively). The PIR for EAU high-risk patients was 4.25. On the basis of FGFR3 mutation status and methylation of GATA2, this cohort could be reclassified into a good class (PIR = 0.86, 26.2% of patients), a moderate class (PIR = 4.32, 49.7%), and a poor class (PIR = 7.66, 24.0%).Conclusions: We conclude that the addition of selected biomarkers to the EAU risk stratification increases its accuracy and identifies a subset of NMIBC patients with a very high risk of progression. Clin Cancer Res; 24(7); 1586-93. ©2018 AACR.


Assuntos
Biomarcadores Tumorais/metabolismo , Invasividade Neoplásica/patologia , Neoplasias da Bexiga Urinária/metabolismo , Neoplasias da Bexiga Urinária/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores Tumorais/genética , Progressão da Doença , Europa (Continente) , Feminino , Fator de Transcrição GATA2/genética , Fator de Transcrição GATA2/metabolismo , Humanos , Masculino , Pessoa de Meia-Idade , Mutação/genética , Invasividade Neoplásica/genética , Estudos Prospectivos , Receptor Tipo 3 de Fator de Crescimento de Fibroblastos/genética , Receptor Tipo 3 de Fator de Crescimento de Fibroblastos/metabolismo , Fatores de Risco , Neoplasias da Bexiga Urinária/genética , Urologia/métodos , Adulto Jovem
7.
Eur Urol Focus ; 4(6): 825-833, 2018 12.
Artigo em Inglês | MEDLINE | ID: mdl-28753866

RESUMO

BACKGROUND: Widespread use of prostate-specific antigen (PSA) testing for prostate cancer (PC) detection has led to extensive overdiagnosis and overtreatment. Urine-based microRNA (miRNA) biomarkers could be useful in PC diagnosis and prognosis. OBJECTIVE: To train and validate urine-based microRNA (miRNA) biomarkers that may assist in PC diagnosis and prognosis. DESIGN, SETTING, AND PARTICIPANTS: We profiled the expression levels of 92 miRNAs via reverse transcriptase-poymerase chain reaction in cell-free urine samples from 29 patients with benign prostatic hyperplasia (BPH) and 215 patients with clinically localized PC (cohort 1). Our findings were validated in an independent cohort of 29 BPH patients and 220 patients with clinically localized PC (cohort 2). RESULTS AND LIMITATIONS: We identified and validated several deregulated miRNAs in urine samples from PC patients. In addition, we trained a novel diagnostic three-miRNA model (miR-222-3p*miR-24-3p/miR-30c-5p) that distinguished BPH and PC patients with an area under the curve (AUC) of 0.95 in cohort 1, and was successfully validated in cohort 2 (AUC 0.89). Furthermore, we trained a novel prognostic three-miRNA model (miR-125b-5p*let-7a-5p/miR-151-5p) that predicted time to biochemical recurrence after radical prostatectomy independently of routine clinicopathological parameters in cohort 1, and was successfully validated in cohort 2. CONCLUSIONS: Future clinical implementation of our novel diagnostic and prognostic three-miRNA signatures could help in primary diagnosis of PC and guide treatment decisions. Further validation studies are warranted. PATIENT SUMMARY: Using two large patient cohorts, we searched for novel prostate cancer biomarkers in urine. We found two new sets of microRNA biomarkers in urine that could accurately predict the presence of prostate cancer and the likelihood of recurrence after prostatectomy. Further studies are needed before an actual clinical test can be developed.


Assuntos
Biomarcadores Tumorais/urina , MicroRNAs/urina , Recidiva Local de Neoplasia/epidemiologia , Neoplasias da Próstata/urina , Adulto , Idoso , Idoso de 80 Anos ou mais , Área Sob a Curva , Estudos de Casos e Controles , Intervalo Livre de Doença , Humanos , Calicreínas/sangue , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/sangue , Prognóstico , Antígeno Prostático Específico/sangue , Prostatectomia , Hiperplasia Prostática/diagnóstico , Hiperplasia Prostática/urina , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/cirurgia , Reação em Cadeia da Polimerase Via Transcriptase Reversa , Fatores de Tempo
8.
Mol Oncol ; 11(11): 1616-1629, 2017 11.
Artigo em Inglês | MEDLINE | ID: mdl-28881081

RESUMO

Transgenic porcine cancer models bring novel possibilities for research. Their physical similarities with humans enable the use of surgical procedures and treatment approaches used for patients, which facilitates clinical translation. Here, we aimed to develop an inducible oncopig model of intestinal cancer. Transgenic (TG) minipigs were generated using somatic cell nuclear transfer by handmade cloning. The pigs encode two TG cassettes: (a) an Flp recombinase-inducible oncogene cassette containing KRAS-G12D, cMYC, SV40LT - which inhibits p53 - and pRB and (b) a 4-hydroxytamoxifen (4-OHT)-inducible Flp recombinase activator cassette controlled by the intestinal epithelium-specific villin promoter. Thirteen viable transgenic minipigs were born. The ability of 4-OHT to activate the oncogene cassette was confirmed in vitro in TG colonic organoids and ex vivo in tissue biopsies obtained by colonoscopy. In order to provide proof of principle that the oncogene cassette could also successfully be activated in vivo, three pigs were perorally treated with 400 mg tamoxifen for 2 × 5 days. After two months, one pig developed a duodenal neuroendocrine carcinoma with a lymph node metastasis. Molecular analysis of the carcinoma and metastasis confirmed activation of the oncogene cassette. No tumor formation was observed in untreated TG pigs or in the remaining two treated pigs. The latter indicates that tamoxifen delivery can probably be improved. In summary, we have generated a novel inducible oncopig model of intestinal cancer, which has the ability to form metastatic disease already two months after induction. The model may be helpful in bridging the gap between basic research and clinical usage. It opens new venues for longitudinal studies of tumor development and evolution, for preclinical assessment of new anticancer regimens, for pharmacology and toxicology assessments, as well as for studies into biological mechanisms of tumor formation and metastasis.


Assuntos
Animais Geneticamente Modificados/genética , Clonagem de Organismos/métodos , Modelos Animais de Doenças , Neoplasias Intestinais/genética , Técnicas de Transferência Nuclear , Porco Miniatura/genética , Animais , Técnicas de Cultura Embrionária/métodos , Transferência Embrionária/métodos , Feminino , Humanos , Mucosa Intestinal/metabolismo , Neoplasias Intestinais/patologia , Intestinos/patologia , Suínos
9.
Sci Rep ; 7(1): 11702, 2017 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-28916750

RESUMO

Genetic alterations identified in adjacent normal appearing tissue in bladder cancer patients are indicative of a field disease. Here we assessed normal urothelium transformation and intra-tumour heterogeneity (ITH) in four patients with bladder cancer. Exome sequencing identified private acquired mutations in a lymph node metastasis and local recurrences. Deep re-sequencing revealed presence of at least three and four subclones in two patients with multifocal disease, while no demarcation of subclones was identified in the two patients with unifocal disease. Analysis of adjacent normal urothelium showed low frequency mutations in patients with multifocal disease. Expression profiling showed intra-tumour and intra-patient co-existence of basal- and luminal-like tumour regions, and patients with multifocal disease had a greater degree of genomic and transcriptomic ITH, as well as transformation of adjacent normal cells, compared to patients with unifocal disease. Analysis of the adjacent urothelium may pave the way for therapies targeting the field disease.


Assuntos
Variação Genética , Neoplasias da Bexiga Urinária/genética , Movimento Celular , Células Clonais/patologia , Análise por Conglomerados , Heterogeneidade Genética , Humanos , Metástase Linfática , Mutação , Taxa de Mutação , Análise de Sequência de DNA , Neoplasias da Bexiga Urinária/cirurgia
10.
Eur Urol ; 72(3): 461-469, 2017 09.
Artigo em Inglês | MEDLINE | ID: mdl-28583312

RESUMO

BACKGROUND: Progression of non-muscle-invasive bladder cancer (NMIBC) to muscle-invasive bladder cancer (MIBC) is life-threatening and cannot be accurately predicted using clinical and pathological risk factors. Biomarkers for stratifying patients to treatment and surveillance are greatly needed. OBJECTIVE: To validate a previously developed 12-gene progression score to predict progression to MIBC in a large, multicentre, prospective study. DESIGN, SETTING, AND PARTICIPANTS: We enrolled 1224 patients in ten European centres between 2008 and 2012. A total of 750 patients (851 tumours) fulfilled the inclusion and sample quality criteria for testing. Patients were followed for an average of 28 mo (range 0-76). A 12-gene real-time qualitative polymerase chain reaction assay was performed for all tumours and progression scores were calculated using a predefined formula and cut-off values. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: We measured progression to MIBC using Cox regression analysis and log-rank tests for comparing survival distributions. RESULTS AND LIMITATIONS: The progression score was significantly (p<0.001) associated with age, stage, grade, carcinoma in situ, bacillus Calmette-Guérin treatment, European Organisation for Research and Treatment of Cancer risk score, and disease progression. Univariate Cox regression analysis showed that patients molecularly classified as high risk experienced more frequent disease progression (hazard ratio 5.08, 95% confidence interval 2.2-11.6; p<0.001). Multivariable Cox regression models showed that the progression score added independent prognostic information beyond clinical and histopathological risk factors (p<0.001), with an increase in concordance statistic from 0.82 to 0.86. The progression score showed high correlation (R2=0.85) between paired fresh-frozen and formalin-fixed paraffin-embedded tumour specimens, supporting translation potential in the standard clinical setting. A limitation was the relatively low progression rate (5%, 37/750 patients). CONCLUSIONS: The 12-gene progression score had independent prognostic power beyond clinical and histopathological risk factors, and may help in stratifying NMIBC patients to optimise treatment and follow-up regimens. PATIENT SUMMARY: Clinical use of a 12-gene molecular test for disease aggressiveness may help in stratifying patients with non-muscle-invasive bladder cancer to optimal treatment regimens.


Assuntos
Biomarcadores Tumorais/genética , Reação em Cadeia da Polimerase em Tempo Real , Neoplasias da Bexiga Urinária/genética , Idoso , Área Sob a Curva , Progressão da Doença , Feminino , Predisposição Genética para Doença , Humanos , Estimativa de Kaplan-Meier , Masculino , Análise Multivariada , Invasividade Neoplásica , Fenótipo , Valor Preditivo dos Testes , Modelos de Riscos Proporcionais , Estudos Prospectivos , Curva ROC , Reprodutibilidade dos Testes , Fatores de Risco , Fatores de Tempo , Neoplasias da Bexiga Urinária/mortalidade , Neoplasias da Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/terapia
11.
Clin Cancer Res ; 23(18): 5437-5445, 2017 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-28600478

RESUMO

Purpose: We investigated whether detection of ctDNA after resection of colorectal cancer identifies the patients with the highest risk of relapse and, furthermore, whether longitudinal ctDNA analysis allows early detection of relapse and informs about response to intervention.Experimental Design: In this longitudinal cohort study, we used massively parallel sequencing to identify somatic mutations and used these as ctDNA markers to detect minimal residual disease and to monitor changes in tumor burden during a 3-year follow-up period.Results: A total of 45 patients and 371 plasma samples were included. Longitudinal samples from 27 patients revealed ctDNA postoperatively in all relapsing patients (n = 14), but not in any of the nonrelapsing patients. ctDNA detected relapse with an average lead time of 9.4 months compared with CT imaging. Of 21 patients treated for localized disease, six had ctDNA detected within 3 months after surgery. All six later relapsed compared with four of the remaining patients [HR, 37.7; 95% confidence interval (CI), 4.2-335.5; P < 0.001]. The ability of a 3-month ctDNA analysis to predict relapse was confirmed in 23 liver metastasis patients (HR 4.9; 95% CI, 1.5-15.7; P = 0.007). Changes in ctDNA levels induced by relapse intervention (n = 19) showed good agreement with changes in tumor volume (κ = 0.41; Spearman ρ = 0.4).Conclusions: Postoperative ctDNA detection provides evidence of residual disease and identifies patients at very high risk of relapse. Longitudinal surveillance enables early detection of relapse and informs about response to intervention. These observations have implications for the postoperative management of colorectal cancer patients. Clin Cancer Res; 23(18); 5437-45. ©2017 AACR.


Assuntos
Biomarcadores Tumorais , DNA Tumoral Circulante , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/genética , Neoplasias Colorretais/mortalidade , Neoplasias Colorretais/terapia , Humanos , Biópsia Líquida/métodos , Memória Episódica , Metástase Neoplásica , Estadiamento de Neoplasias , Neoplasia Residual/diagnóstico , Prognóstico , Estudos Prospectivos , Recidiva , Tomografia Computadorizada por Raios X
12.
Cell Syst ; 4(6): 587-599.e4, 2017 06 28.
Artigo em Inglês | MEDLINE | ID: mdl-28601559

RESUMO

This study investigates the challenge of comprehensively cataloging the complete human proteome from a single-cell type using mass spectrometry (MS)-based shotgun proteomics. We modify a classical two-dimensional high-resolution reversed-phase peptide fractionation scheme and optimize a protocol that provides sufficient peak capacity to saturate the sequencing speed of modern MS instruments. This strategy enables the deepest proteome of a human single-cell type to date, with the HeLa proteome sequenced to a depth of ∼584,000 unique peptide sequences and ∼14,200 protein isoforms (∼12,200 protein-coding genes). This depth is comparable with next-generation RNA sequencing and enables the identification of post-translational modifications, including ∼7,000 N-acetylation sites and ∼10,000 phosphorylation sites, without the need for enrichment. We further demonstrate the general applicability and clinical potential of this proteomics strategy by comprehensively quantifying global proteome expression in several different human cancer cell lines and patient tissue samples.


Assuntos
Proteoma/metabolismo , Proteômica/métodos , Células A549 , Acetilação , Linhagem Celular , Linhagem Celular Tumoral , Células HCT116 , Células HEK293 , Células HeLa , Humanos , Espectrometria de Massas/métodos , Peptídeos/metabolismo , Isoformas de Proteínas/metabolismo , Processamento de Proteína Pós-Traducional/fisiologia , Proteínas/metabolismo
13.
Oncotarget ; 8(4): 5774-5788, 2017 Jan 24.
Artigo em Inglês | MEDLINE | ID: mdl-28052017

RESUMO

PURPOSE: The lack of biomarkers that can distinguish aggressive from indolent prostate cancer has caused substantial overtreatment of clinically insignificant disease. Here, by genome-wide DNA methylome profiling, we sought to identify new biomarkers to improve the accuracy of prostate cancer diagnosis and prognosis. EXPERIMENTAL DESIGN: Eight novel candidate markers, COL4A6, CYBA, TCAF1 (FAM115A), HLF, LINC01341 (LOC149134), LRRC4, PROM1, and RHCG, were selected from Illumina Infinium HumanMethylation450 BeadChip analysis of 21 tumor (T) and 21 non-malignant (NM) prostate specimens. Diagnostic potential was further investigated by methylation-specific qPCR analysis of 80 NM vs. 228 T tissue samples. Prognostic potential was assessed by Kaplan-Meier, uni- and multivariate Cox regression analysis in 203 Danish radical prostatectomy (RP) patients (cohort 1), and validated in an independent cohort of 286 RP patients from Switzerland and the U.S. (cohort 2). RESULTS: Hypermethylation of the 8 candidates was highly cancer-specific (area under the curves: 0.79-1.00). Furthermore, high methylation of the 2-gene panel RHCG-TCAF1 was predictive of biochemical recurrence (BCR) in cohort 1, independent of the established clinicopathological parameters Gleason score, pathological tumor stage, and pre-operative PSA (HR (95% confidence interval (CI)): 2.09 (1.26 - 3.46); P = 0.004), and this was successfully validated in cohort 2 (HR (95% CI): 1.81 (1.05 - 3.12); P = 0.032). CONCLUSION: Methylation of the RHCG-TCAF1 panel adds significant independent prognostic value to established prognostic parameters for prostate cancer and thus may help to guide treatment decisions in the future. Further investigation in large independent cohorts is necessary before translation into clinical utility.


Assuntos
Biomarcadores Tumorais/genética , Proteínas de Transporte de Cátions/genética , Metilação de DNA , Glicoproteínas de Membrana/genética , Proteínas de Membrana/genética , Neoplasias da Próstata/cirurgia , Adulto , Idoso , Dinamarca , Epigênese Genética , Humanos , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Prognóstico , Regiões Promotoras Genéticas , Prostatectomia , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Análise de Sobrevida , Suíça , Estados Unidos
14.
Genome Biol ; 18(1): 3, 2017 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-28081708

RESUMO

BACKGROUND: Slow-growing prostate cancer (PC) can be aggressive in a subset of cases. Therefore, prognostic tools to guide clinical decision-making and avoid overtreatment of indolent PC and undertreatment of aggressive disease are urgently needed. PC has a propensity to be multifocal with several different cancerous foci per gland. RESULTS: Here, we have taken advantage of the multifocal propensity of PC and categorized aggressiveness of individual PC foci based on DNA methylation patterns in primary PC foci and matched lymph node metastases. In a set of 14 patients, we demonstrate that over half of the cases have multiple epigenetically distinct subclones and determine the primary subclone from which the metastatic lesion(s) originated. Furthermore, we develop an aggressiveness classifier consisting of 25 DNA methylation probes to determine aggressive and non-aggressive subclones. Upon validation of the classifier in an independent cohort, the predicted aggressive tumors are significantly associated with the presence of lymph node metastases and invasive tumor stages. CONCLUSIONS: Overall, this study provides molecular-based support for determining PC aggressiveness with the potential to impact clinical decision-making, such as targeted biopsy approaches for early diagnosis and active surveillance, in addition to focal therapy.


Assuntos
Metilação de DNA , Epigenômica/métodos , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Locos de Características Quantitativas , Biomarcadores Tumorais , Biópsia , Análise por Conglomerados , Progressão da Doença , Epigênese Genética , Perfilação da Expressão Gênica , Humanos , Metástase Linfática , Masculino , Metástase Neoplásica , Estadiamento de Neoplasias , Prognóstico , Neoplasias da Próstata/cirurgia , Reprodutibilidade dos Testes , Transcriptoma , Carga Tumoral
15.
J Urol ; 197(6): 1410-1418, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-28049011

RESUMO

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.


Assuntos
Biomarcadores Tumorais/urina , Recidiva Local de Neoplasia/epidemiologia , Recidiva Local de Neoplasia/urina , Fatores de Transcrição Otx/urina , Receptor Tipo 3 de Fator de Crescimento de Fibroblastos/urina , Telomerase/urina , Neoplasias da Bexiga Urinária/urina , Idoso , Cistoscopia , Estudos de Viabilidade , Feminino , Seguimentos , Humanos , Masculino , Recidiva Local de Neoplasia/patologia , Vigilância da População , Valor Preditivo dos Testes , Estudos Prospectivos , Neoplasias da Bexiga Urinária/patologia
16.
J Urol ; 197(3 Pt 1): 590-595, 2017 03.
Artigo em Inglês | MEDLINE | ID: mdl-27746284

RESUMO

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.


Assuntos
Biomarcadores Tumorais/genética , Biomarcadores Tumorais/urina , Cistoscopia , Metilação de DNA , Análise Mutacional de DNA , Hematúria/genética , Hematúria/urina , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/urina , Adulto , Idoso , Idoso de 80 Anos ou mais , Testes Diagnósticos de Rotina , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Gradação de Tumores , Países Baixos , Seleção de Pacientes , Valor Preditivo dos Testes , Estudos Prospectivos , Sensibilidade e Especificidade , Espanha , Suécia
18.
Oncotarget ; 7(46): 74734-74746, 2016 11 15.
Artigo em Inglês | MEDLINE | ID: mdl-27732966

RESUMO

Two independent regions within HNF1B are consistently identified in prostate and ovarian cancer genome-wide association studies (GWAS); their functional roles are unclear. We link prostate cancer (PC) risk SNPs rs11649743 and rs3760511 with elevated HNF1B gene expression and allele-specific epigenetic silencing, and outline a mechanism by which common risk variants could effect functional changes that increase disease risk: functional assays suggest that HNF1B is a pro-differentiation factor that suppresses epithelial-to-mesenchymal transition (EMT) in unmethylated, healthy tissues. This tumor-suppressor activity is lost when HNF1B is silenced by promoter methylation in the progression to PC. Epigenetic inactivation of HNF1B in ovarian cancer also associates with known risk SNPs, with a similar impact on EMT. This represents one of the first comprehensive studies into the pleiotropic role of a GWAS-associated transcription factor across distinct cancer types, and is the first to describe a conserved role for a multi-cancer genetic risk factor.


Assuntos
Metilação de DNA , Regulação Neoplásica da Expressão Gênica , Redes Reguladoras de Genes , Fator 1-beta Nuclear de Hepatócito/genética , Neoplasias Ovarianas/genética , Regiões Promotoras Genéticas , Neoplasias da Próstata/genética , Alelos , Linhagem Celular Tumoral , Movimento Celular , Proliferação de Células , Transição Epitelial-Mesenquimal , Feminino , Predisposição Genética para Doença , Variação Genética , Estudo de Associação Genômica Ampla , Genótipo , Humanos , Desequilíbrio de Ligação , Masculino , Neoplasias Ovarianas/patologia , Polimorfismo de Nucleotídeo Único , Neoplasias da Próstata/patologia , Risco
19.
Mol Oncol ; 10(9): 1450-1460, 2016 11.
Artigo em Inglês | MEDLINE | ID: mdl-27582092

RESUMO

Patients with metastatic bladder cancer have a median survival of only 13-14 months. Precision medicine using targeted therapy may improve survival. Here we investigated spatial and temporal tumour evolution and tumour heterogeneity in order to evaluate the potential use of targeted treatment of metastatic bladder cancer. We performed a proof-of-concept study by whole exome sequencing of multiple tumour regions (n = 22) from three patients with metastatic bladder cancer. DNA from primary and metastatic tumour biopsies was analysed for mutations using Mutect and potential therapeutic targets were identified. We identified 256, 265 and 378 somatic mutations per patient, encompassing mutations with an estimated functional impact in 6-12 known disease driver genes per patient. Disease driver mutations present in all tumour regions could be identified in all cases, however, over time metastasis specific driver mutations emerged. For each patient we identified 6-10 potentially therapeutic targets, however very few targets were present in all regions. Low mutational allele frequencies were observed in most regions suggesting a complex mixture of different cancer cells with no spatial demarcation of subclones. In conclusion, primary bladder tumours and metastatic lesions showed heterogeneity at the molecular level, but within the primary tumour the heterogeneity appeared low. The observed lack of potential therapeutic targets common to all cancer cells in primary tumours and metastases emphasizes the challenges in designing rational targeted therapy solely based on analysis of the primary tumours.


Assuntos
Evolução Clonal/genética , Neoplasias da Bexiga Urinária/genética , Neoplasias da Bexiga Urinária/patologia , Urotélio/patologia , Desaminases APOBEC/metabolismo , Progressão da Doença , Frequência do Gene/genética , Humanos , Modelos Biológicos , Mutagênese/genética , Mutação/genética , Metástase Neoplásica , Filogenia , Análise de Sequência de DNA , Fatores de Tempo
20.
Cancer Res ; 76(19): 5894-5906, 2016 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-27488526

RESUMO

Greater knowledge concerning tumor heterogeneity and clonality is needed to determine the impact of targeted treatment in the setting of bladder cancer. In this study, we performed whole-exome, transcriptome, and deep-focused sequencing of metachronous tumors from 29 patients initially diagnosed with early-stage bladder tumors (14 with nonprogressive disease and 15 with progressive disease). Tumors from patients with progressive disease showed a higher variance of the intrapatient mutational spectrum and a higher frequency of APOBEC-related mutations. Allele-specific expression was also higher in these patients, particularly in tumor suppressor genes. Phylogenetic analysis revealed a common origin of the metachronous tumors, with a higher proportion of clonal mutations in the ancestral branch; however, 19 potential therapeutic targets were identified as both ancestral and tumor-specific alterations. Few subclones were present based on PyClone analysis. Our results illuminate tumor evolution and identify candidate therapeutic targets in bladder cancer. Cancer Res; 76(19); 5894-906. ©2016 AACR.


Assuntos
Evolução Clonal , Exoma , Neoplasias da Bexiga Urinária/genética , Adulto , Idoso , Idoso de 80 Anos ou mais , Citidina Desaminase/genética , Humanos , Pessoa de Meia-Idade , Antígenos de Histocompatibilidade Menor/genética , Mutação , Filogenia , Proteínas/genética , Receptor Tipo 3 de Fator de Crescimento de Fibroblastos/genética , Análise de Sequência de DNA , Análise de Sequência de RNA , Transcriptoma , Neoplasias da Bexiga Urinária/patologia , Neoplasias da Bexiga Urinária/terapia
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