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1.
Clin Epigenetics ; 13(1): 196, 2021 10 20.
Artículo en Inglés | MEDLINE | ID: mdl-34670587

RESUMEN

BACKGROUND: DNA methylation detection in liquid biopsies provides a highly promising and much needed means for real-time monitoring of disease load in advanced cancer patient care. Compared to the often-used somatic mutations, tissue- and cancer-type specific epigenetic marks affect a larger part of the cancer genome and generally have a high penetrance throughout the tumour. Here, we describe the successful application of the recently described MeD-seq assay for genome-wide DNA methylation profiling on cell-free DNA (cfDNA). The compatibility of the MeD-seq assay with different types of blood collection tubes, cfDNA input amounts, cfDNA isolation methods, and vacuum concentration of samples was evaluated using plasma from both metastatic cancer patients and healthy blood donors (HBDs). To investigate the potential value of cfDNA methylation profiling for tumour load monitoring, we profiled paired samples from 8 patients with resectable colorectal liver metastases (CRLM) before and after surgery. RESULTS: The MeD-seq assay worked on plasma-derived cfDNA from both EDTA and CellSave blood collection tubes when at least 10 ng of cfDNA was used. From the 3 evaluated cfDNA isolation methods, both the manual QIAamp Circulating Nucleic Acid Kit (Qiagen) and the semi-automated Maxwell® RSC ccfDNA Plasma Kit (Promega) were compatible with MeD-seq analysis, whereas the QiaSymphony DSP Circulating DNA Kit (Qiagen) yielded significantly fewer reads when compared to the QIAamp kit (p < 0.001). Vacuum concentration of samples before MeD-seq analysis was possible with samples in AVE buffer (QIAamp) or water, but yielded inconsistent results for samples in EDTA-containing Maxwell buffer. Principal component analysis showed that pre-surgical samples from CRLM patients were very distinct from HBDs, whereas post-surgical samples were more similar. Several described methylation markers for colorectal cancer monitoring in liquid biopsies showed differential methylation between pre-surgical CRLM samples and HBDs in our data, supporting the validity of our approach. Results for MSC, ITGA4, GRIA4, and EYA4 were validated by quantitative methylation specific PCR. CONCLUSIONS: The MeD-seq assay provides a promising new method for cfDNA methylation profiling. Potential future applications of the assay include marker discovery specifically for liquid biopsy analysis as well as direct use as a disease load monitoring tool in advanced cancer patients.


Asunto(s)
Ácidos Nucleicos Libres de Células/análisis , Metilación de ADN/genética , Ácidos Nucleicos Libres de Células/genética , Metilación de ADN/fisiología , Estudio de Asociación del Genoma Completo/métodos , Estudio de Asociación del Genoma Completo/estadística & datos numéricos , Humanos , Biopsia Líquida/métodos , Biopsia Líquida/estadística & datos numéricos , Análisis de Secuencia de ADN/métodos , Análisis de Secuencia de ADN/estadística & datos numéricos
2.
JCI Insight ; 6(11)2021 06 08.
Artículo en Inglés | MEDLINE | ID: mdl-33974560

RESUMEN

BACKGROUNDContinued androgen receptor (AR) signaling constitutes a key target for treatment in metastatic castration-resistant prostate cancer (CRPC). Studies have identified 11-ketotestosterone (11KT) as a potent AR agonist, but it is unknown if 11KT is present at physiologically relevant concentrations in patients with CRPC to drive AR activation. The goal of this study was to investigate the circulating steroid metabolome including all active androgens in patients with CRPC.METHODSPatients with metastatic CRPC (n = 29) starting a new line of systemic therapy were included. Sequential plasma samples were obtained for measurement of circulating steroid concentrations by multisteroid profiling employing liquid chromatography-tandem mass spectrometry. Metastatic tumor biopsy samples were obtained at baseline and subjected to RNA sequencing.RESULTS11KT was the most abundant circulating active androgen in 97% of patients with CRPC (median 0.39 nmol/L, range: 0.03-2.39 nmol/L), constituting 60% (IQR 43%-79%) of the total active androgen (TA) pool. Treatment with glucocorticoids reduced 11KT by 84% (49%-89%) and testosterone by 68% (38%-79%). Circulating TA concentrations at baseline were associated with a distinct intratumor gene expression signature comprising AR-regulated genes.CONCLUSIONThe potent AR agonist 11KT is the predominant circulating active androgen in patients with CRPC and, therefore, one of the potential drivers of AR activation in CRPC. Assessment of androgen status should be extended to include 11KT, as current clinical approaches likely underestimate androgen abundance in patients with CRPC.TRIAL REGISTRATIONNetherlands Trial Register: NL5625 (NTR5732).FUNDINGDaniel den Hoed Foundation and Wellcome Trust (Investigator Award WT209492/Z/17/Z).


Asunto(s)
Antagonistas de Receptores Androgénicos/uso terapéutico , Andrógenos/sangre , Glucocorticoides/uso terapéutico , Neoplasias de la Próstata Resistentes a la Castración/sangre , Testosterona/análogos & derivados , Testosterona/sangre , Anciano , Anciano de 80 o más Años , Antineoplásicos/uso terapéutico , Antineoplásicos Hormonales/uso terapéutico , Humanos , Masculino , Persona de Mediana Edad , Orquiectomía , Prostatectomía , Neoplasias de la Próstata Resistentes a la Castración/terapia , Radioisótopos/uso terapéutico , Receptores Androgénicos , Transcriptoma
3.
Eur J Cancer ; 150: 179-189, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33932725

RESUMEN

BACKGROUND: Circulating tumour cell (CTC)-derived organoids have the potential to provide a powerful tool for personalised cancer therapy but are restrained by low CTC numbers provided by blood samples. Here, we used diagnostic leukapheresis (DLA) to enrich CTCs from patients with metastatic prostate cancer (mPCa) and explored whether organoids provide a platform for ex vivo treatment modelling. METHODS: We prospectively screened 102 patients with mPCa and performed DLA in 40 patients with ≥5 CTCs/7.5 mL blood. We enriched CTCs from DLA using white blood cell (WBC) depletion alone or combined with EpCAM selection. The enriched CTC samples were cultured in 3D to obtain organoids and used for downstream analyses. RESULTS: The DLA procedure resulted in a median yield of 5312 CTCs as compared with 22 CTCs in 7.5 mL of blood. Using WBC depletion, we recovered 46% of the CTCs, which reduced to 12% with subsequent EpCAM selection. From the isolated and enriched CTC samples, organoid expansion succeeded in 35%. Successful organoid cultures contained significantly higher CTC numbers at initiation. Moreover, we performed treatment modelling in one organoid cell line and identified substantial tumour heterogeneity in CTCs using single cell DNA sequencing. CONCLUSIONS: DLA is an efficient method to enrich CTCs, although the modest success rate of culturing CTCs precludes large scale clinical application. Our data do suggest that DLA and subsequent processing provides a rich source of viable tumour cells. Therefore, DLA offers a promising alternative to biopsy procedures to obtain sufficient number of tumour cells to study sequential samples in patients with mPCa. TRIAL REGISTRATION NUMBER: NL6019.


Asunto(s)
Separación Celular , Leucaféresis , Células Neoplásicas Circulantes/patología , Neoplasias de la Próstata/patología , Anciano , Anciano de 80 o más Años , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , ADN de Neoplasias/genética , Heterogeneidad Genética , Humanos , Masculino , Persona de Mediana Edad , Metástasis de la Neoplasia , Células Neoplásicas Circulantes/efectos de los fármacos , Células Neoplásicas Circulantes/metabolismo , Organoides , Estudios Prospectivos , Neoplasias de la Próstata/sangre , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/terapia , Resultado del Tratamiento , Células Tumorales Cultivadas
4.
Genome Med ; 13(1): 86, 2021 05 18.
Artículo en Inglés | MEDLINE | ID: mdl-34006333

RESUMEN

Here, we describe a novel approach for rapid discovery of a set of tumor-specific genomic structural variants (SVs), based on a combination of low coverage cancer genome sequencing using Oxford Nanopore with an SV calling and filtering pipeline. We applied the method to tumor samples of high-grade ovarian and prostate cancer patients and validated on average ten somatic SVs per patient with breakpoint-spanning PCR mini-amplicons. These SVs could be quantified in ctDNA samples of patients with metastatic prostate cancer using a digital PCR assay. The results suggest that SV dynamics correlate with and may improve existing treatment-response biomarkers such as PSA. https://github.com/UMCUGenetics/SHARC .


Asunto(s)
Biomarcadores de Tumor , ADN Tumoral Circulante , Variación Estructural del Genoma , Técnicas de Diagnóstico Molecular , Secuenciación de Nanoporos , Neoplasias/diagnóstico , Neoplasias/genética , Biología Computacional/métodos , Femenino , Humanos , Biopsia Líquida/métodos , Masculino , Técnicas de Diagnóstico Molecular/métodos , Técnicas de Diagnóstico Molecular/normas , Especificidad de Órganos/genética , Reacción en Cadena en Tiempo Real de la Polimerasa , Reproducibilidad de los Resultados , Sensibilidad y Especificidad , Análisis de Secuencia de ADN
5.
BMC Cancer ; 21(1): 315, 2021 Mar 24.
Artículo en Inglés | MEDLINE | ID: mdl-33761899

RESUMEN

BACKGROUND: Extracellular vesicles (EVs) are actively secreted by cells into body fluids and contain nucleic acids of the cells they originate from. The goal of this study was to detect circulating tumor-derived EVs (ctEVs) by mutant mRNA transcripts (EV-RNA) in plasma of patients with solid cancers and compare the occurrence of ctEVs with circulating tumor DNA (ctDNA) in cell-free DNA (cfDNA). METHODS: For this purpose, blood from 20 patients and 15 healthy blood donors (HBDs) was collected in different preservation tubes (EDTA, BCT, CellSave) and processed into plasma within 24 h from venipuncture. EVs were isolated with the ExoEasy protocol from this plasma and from conditioned medium of 6 cancer cell lines and characterized according to MISEV2018-guidelines. RNA from EVs was isolated with the ExoRNeasy protocol and evaluated for transcript expression levels of 96 genes by RT-qPCR and genotyped by digital PCR. RESULTS: Our workflow applied on cell lines revealed a high concordance between cellular mRNA and EV-RNA in expression levels as well as variant allele frequencies for PIK3CA, KRAS and BRAF. Plasma CD9-positive EV and GAPDH EV-RNA levels were significantly different between the preservation tubes. The workflow detected only ctEVs with mutant transcripts in plasma of patients with high amounts (> 20%) of circulating tumor DNA (ctDNA). Expression profiling showed that the EVs from patients resemble healthy donors more than tumor cell lines supporting that most EVs are derived from healthy tissue. CONCLUSIONS: We provide a workflow for ctEV detection by spin column-based generic isolation of EVs and PCR-based measurement of gene expression and mutant transcripts in EV-RNA derived from cancer patients' blood plasma. This workflow, however, detected tumor-specific mutations in blood less often in EV-RNA than in cfDNA.


Asunto(s)
Biomarcadores de Tumor/sangre , ADN Tumoral Circulante/sangre , Vesículas Extracelulares/metabolismo , Neoplasias/diagnóstico , Biomarcadores de Tumor/metabolismo , Línea Celular Tumoral , Estudios de Cohortes , Vesículas Extracelulares/genética , Humanos , Mutación , Neoplasias/sangre , Neoplasias/genética , ARN Mensajero/análisis , ARN Mensajero/genética , ARN Mensajero/metabolismo
6.
Steroids ; 167: 108800, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33556368

RESUMEN

BACKGROUND: Steroid hormones are essential signalling molecules in prostate cancer (PC). However, many studies focusing on liquid biomarkers fail to take the hormonal status of these patients into account. Steroid measurements are sensitive to bias caused by matrix effects, thus assessing potential matrix effects is an important step in combining circulating tumour DNA (ctDNA) analysis with hormone status. METHODS: We investigated the accuracy of multi-steroid hormone profiling in mechanically-separated plasma (MSP) samples and in plasma from CellSave Preservative (CS) tubes, that are typically used to obtain ctDNA, compared to measurements in serum. We performed multiplex steroid profiling by liquid chromatography-tandem mass spectrometry (LC-MS/MS) in samples obtained from ten healthy controls and ten castration-resistant prostate cancer (CRPC) patients. RESULTS: Steroid measurements were comparable between MSP and serum. A small but consistent decrease of 8-21% compared to serum was observed when using CS plasma, which was considered to be within the acceptable margin. The minimal residual testosterone levels of CRPC patients could be sensitively quantified in both MSP and CS samples. CONCLUSIONS: We validated the use of MSP and CS samples for multi-steroid profiling by LC-MS/MS. The optimised use of these samples in clinical trials will allow us to gain further insight into the steroid metabolism in PC patients.


Asunto(s)
Esteroides , Cromatografía Liquida , Espectrometría de Masas en Tándem
7.
Curr Opin Oncol ; 32(5): 527-534, 2020 09.
Artículo en Inglés | MEDLINE | ID: mdl-32675591

RESUMEN

PURPOSE OF REVIEW: In this review, we provide an overview of the recent developments and prospects on the applications of blood-based liquid biopsies, including circulating tumor DNA and circulating tumor cells, in metastatic prostate cancer. RECENT FINDINGS: Guidelines and consensus statements have been formulated to standardize preanalytical conditions that affect liquid biopsy analysis. Currently, there are four FDA approved assays for the analysis of liquid biopsies and many quantitative and qualitative assays are being developed. Comprehensive analyses of cell-free tumor DNA (ctDNA) and circulating tumor cells (CTCs) demonstrate that they adequately reflect the genomic makeup of the tumor and may thus complement or even replace tumor biopsies. The assessment of genomic aberrations in ctDNA can potentially predict therapy response and detect mechanisms of resistance. CTC count is not only a strong prognosticator in metastatic prostate cancer but can also measure therapy response. SUMMARY: Liquid biopsies may provide a temporal snapshot of the biologic variables that affect tumor growth and progression in metastatic prostate cancer. Liquid biopsies could inform on prognostic, predictive, and response measures. However, prospective clinical trials need to be performed to provide definitive validation of the clinical value of the most advanced assays.


Asunto(s)
ADN Tumoral Circulante/análisis , Células Neoplásicas Circulantes/patología , Neoplasias de la Próstata/patología , ADN Tumoral Circulante/sangre , ADN Tumoral Circulante/genética , Humanos , Biopsia Líquida/métodos , Masculino , Metástasis de la Neoplasia , Neoplasias de la Próstata/sangre , Neoplasias de la Próstata/genética , Carga Tumoral
8.
Nat Commun ; 10(1): 5251, 2019 11 20.
Artículo en Inglés | MEDLINE | ID: mdl-31748536

RESUMEN

Metastatic castration-resistant prostate cancer (mCRPC) has a highly complex genomic landscape. With the recent development of novel treatments, accurate stratification strategies are needed. Here we present the whole-genome sequencing (WGS) analysis of fresh-frozen metastatic biopsies from 197 mCRPC patients. Using unsupervised clustering based on genomic features, we define eight distinct genomic clusters. We observe potentially clinically relevant genotypes, including microsatellite instability (MSI), homologous recombination deficiency (HRD) enriched with genomic deletions and BRCA2 aberrations, a tandem duplication genotype associated with CDK12-/- and a chromothripsis-enriched subgroup. Our data suggests that stratification on WGS characteristics may improve identification of MSI, CDK12-/- and HRD patients. From WGS and ChIP-seq data, we show the potential relevance of recurrent alterations in non-coding regions identified with WGS and highlight the central role of AR signaling in tumor progression. These data underline the potential value of using WGS to accurately stratify mCRPC patients into clinically actionable subgroups.


Asunto(s)
Neoplasias Óseas/genética , Neoplasias Hepáticas/genética , Neoplasias de la Próstata Resistentes a la Castración/genética , Proteína BRCA2/genética , Neoplasias Óseas/secundario , Secuenciación de Inmunoprecipitación de Cromatina , Quinasas Ciclina-Dependientes/genética , Variaciones en el Número de Copia de ADN , Elementos de Facilitación Genéticos/genética , Genotipo , Humanos , Neoplasias Hepáticas/secundario , Ganglios Linfáticos , Masculino , Inestabilidad de Microsatélites , Metástasis de la Neoplasia , Proteínas de Fusión Oncogénica/genética , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Neoplasias de la Próstata Resistentes a la Castración/clasificación , Neoplasias de la Próstata Resistentes a la Castración/secundario , Receptores Androgénicos/genética , Reparación del ADN por Recombinación/genética , Neoplasias de los Tejidos Blandos/genética , Neoplasias de los Tejidos Blandos/secundario , Secuenciación Completa del Genoma
9.
Mol Oncol ; 13(2): 392-402, 2019 02.
Artículo en Inglés | MEDLINE | ID: mdl-30516338

RESUMEN

The emerging interest in circulating tumor DNA (ctDNA) analyses for clinical trials has necessitated the development of a high-throughput method for fast, reproducible, and efficient isolation of ctDNA. Currently, the majority of ctDNA studies use the manual QIAamp (QA) platform to isolate DNA from blood. The purpose of this study was to compare two competing automated DNA isolation platforms [Maxwell (MX) and QIAsymphony (QS)] to the current 'gold standard' QA to facilitate high-throughput processing of samples in prospective trials. We obtained blood samples from healthy blood donors and metastatic cancer patients for plasma isolation. Total cell-free DNA (cfDNA) quantity was assessed by TERT quantitative PCR. Recovery efficiency was investigated by quantitative PCR analysis of spiked-in synthetic plant DNA. In addition, a ß-actin fragmentation assay was performed to determine the amount of contamination by genomic DNA from lysed leukocytes. ctDNA quality was assessed by digital PCR for somatic variant detection. cfDNA quantity and recovery efficiency were lowest using the MX platform, whereas QA and QS showed a comparable performance. All platforms preferentially isolated small (136 bp) DNA fragments over large (420 and 2000 bp) DNA fragments. Detection of the number variant and wild-type molecules was most comparable between QA and QS. However, there was no significant difference in variant allele frequency comparing QS and MX to QA. In summary, we show that the QS platform has comparable performance to QA, the 'gold standard', and outperformed the MX platform depending on the readout used. We conclude that the QS can replace the more laborious QA platform, especially when high-throughput cfDNA isolation is needed.


Asunto(s)
ADN Tumoral Circulante/aislamiento & purificación , Ensayos Analíticos de Alto Rendimiento/métodos , Automatización , Ácidos Nucleicos Libres de Células/sangre , Humanos , Mutación/genética , Metástasis de la Neoplasia , Neoplasias/sangre , Neoplasias/genética , Preservación Biológica , ARN Neoplásico/genética , Manejo de Especímenes
10.
Clin Transl Radiat Oncol ; 11: 26-32, 2018 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-30014044

RESUMEN

PURPOSE: For patients with local recurrent disease after radical prostatectomy (35-54%) salvage radiotherapy (SRT) is the treatment of choice. In the post prostatectomy setting, SRT may impose risk at increased toxicity. As data on long-term toxicity, especially on urinary incontinence, are scarce, we report on the long-term treatment outcomes, toxicity and urinary incontinence rates after SRT. MATERIALS AND METHODS: Patients with biochemically recurrent prostate cancer after radical prostatectomy, who were treated with SRT (3D-CRT) at our institution between 1998 and 2012, were included in this retrospective cohort analysis. Primary endpoint was urinary incontinence rate. Secondary endpoints were acute and late grade ≥2 genitourinary (GU) and gastrointestinal (GI) toxicity rates, biochemical progression-free survival (bPFS), distant metastasis-free survival (DMFS), disease specific survival (DSS), and overall survival (OS). RESULTS: 244 patients were included. Median follow-up after SRT was 50 months (range: 4-187 months). Before start of SRT 69.7% of patients were continent for urine. After SRT de novo urinary incontinence complaints (grade ≥ 1) occurred in the respective acute and late phase in 6.1% and 17.6% of patients. Respective acute grade ≥2 GU and GI toxicity was 19.2% and 17.6%. Late grade ≥2 toxicity for GU was 29.9% and for GI was 21.3%, respectively. The respective 5-year bPFS, OS, DSS and DMFS rates were 47.6%, 91.8%, 98.8% and 80.5%. CONCLUSIONS: Experience at our institution with SRT demonstrates that this results in good long-term biochemical control. However, toxicity and urinary incontinence rates were high.

11.
Mol Oncol ; 11(3): 295-304, 2017 03.
Artículo en Inglés | MEDLINE | ID: mdl-28164427

RESUMEN

Circulating tumor DNA (ctDNA) has emerged as a potential new biomarker with diagnostic, predictive, and prognostic applications for various solid tumor types. Before beginning large prospective clinical trials to prove the added value of utilizing ctDNA in clinical practice, it is essential to investigate the effects of various preanalytical conditions on the quality of cell-free DNA (cfDNA) in general and of ctDNA in particular in order to optimize and standardize these conditions. Whole blood samples were collected from patients with metastatic cancer bearing a known somatic variant. The following preanalytical conditions were investigated: (a) different time intervals to plasma isolation (1, 24, and 96 h) and (b) different preservatives in blood collection tubes (EDTA, CellSave, and BCT). The quality of cfDNA/ctDNA was assessed by DNA quantification, digital polymerase chain reaction (dPCR) for somatic variant detection and a ß-actin fragmentation assay for DNA contamination from lysed leukocytes. In 11 (69%) of our 16 patients, we were able to detect the known somatic variant in ctDNA. We observed a time-dependent increase in cfDNA concentrations in EDTA tubes, which was positively correlated with an increase in wild-type copy numbers and large DNA fragments (> 420 bp). Using different preservatives did not affect somatic variant detection ability, but did stabilize cfDNA concentrations over time. Variant allele frequency was affected by fluctuations in cfDNA concentration only in EDTA tubes at 96 h. Both CellSave and BCT tubes ensured optimal ctDNA quality in plasma processed within 96 h after blood collection for downstream somatic variant detection by dPCR.


Asunto(s)
Recolección de Muestras de Sangre/métodos , ADN de Neoplasias/sangre , Técnicas de Genotipaje/métodos , Neoplasias/sangre , Reacción en Cadena de la Polimerasa/métodos , Ensayos Clínicos como Asunto , ADN de Neoplasias/genética , ADN de Neoplasias/aislamiento & purificación , Ácido Edético/química , Humanos , Indicadores y Reactivos/química , Neoplasias/genética , Polimorfismo de Nucleótido Simple , Estudios Prospectivos
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