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1.
Nat Commun ; 12(1): 5307, 2021 09 06.
Article in English | MEDLINE | ID: mdl-34489465

ABSTRACT

Prostate cancer is heterogeneous and patients would benefit from methods that stratify those who are likely to respond to systemic therapy. Here, we employ single-cell assays for transposase-accessible chromatin (ATAC) and RNA sequencing in models of early treatment response and resistance to enzalutamide. In doing so, we identify pre-existing and treatment-persistent cell subpopulations that possess regenerative potential when subjected to treatment. We find distinct chromatin landscapes associated with enzalutamide treatment and resistance that are linked to alternative transcriptional programs. Transcriptional profiles characteristic of persistent cells are able to stratify the treatment response of patients. Ultimately, we show that defining changes in chromatin and gene expression in single-cell populations from pre-clinical models can reveal as yet unrecognized molecular predictors of treatment response. This suggests that the application of single-cell methods with high analytical resolution in pre-clinical models may powerfully inform clinical decision-making.


Subject(s)
Chromatin/chemistry , DNA, Neoplasm/genetics , Drug Resistance, Neoplasm/genetics , Neoplasm Proteins/genetics , Prostatic Neoplasms/genetics , Transcriptome , Antineoplastic Agents/therapeutic use , Benzamides/therapeutic use , Cell Line, Tumor , Chromatin/metabolism , DNA, Neoplasm/metabolism , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Humans , Male , Neoplasm Proteins/metabolism , Nitriles/therapeutic use , Phenylthiohydantoin/therapeutic use , Prostate/metabolism , Prostate/pathology , Prostatic Neoplasms/drug therapy , Prostatic Neoplasms/mortality , Prostatic Neoplasms/pathology , Sequence Analysis, RNA/methods , Single-Cell Analysis/methods , Survival Analysis , Exome Sequencing
2.
Ann Oncol ; 32(7): 896-905, 2021 07.
Article in English | MEDLINE | ID: mdl-33836265

ABSTRACT

BACKGROUND: Treatment of poor prognosis metastatic castration-resistant prostate cancer (mCRPC) includes taxane chemotherapy and androgen receptor pathway inhibitors (ARPI). We sought to determine optimal treatment in this setting. PATIENTS AND METHODS: This multicentre, randomised, open-label, phase II trial recruited patients with ARPI-naive mCRPC and poor prognosis features (presence of liver metastases, progression to mCRPC after <12 months of androgen deprivation therapy, or ≥4 of 6 clinical criteria). Patients were randomly assigned 1 : 1 to receive cabazitaxel plus prednisone (group A) or physician's choice of enzalutamide or abiraterone plus prednisone (group B) at standard doses. Patients could cross over at progression. The primary endpoint was clinical benefit rate for first-line treatment (defined as prostate-specific antigen response ≥50%, radiographic response, or stable disease ≥12 weeks). RESULTS: Ninety-five patients were accrued (median follow-up 21.9 months). First-line clinical benefit rate was greater in group A versus group B (80% versus 62%, P = 0.039). Overall survival was not different between groups A and B (median 37.0 versus 15.5 months, hazard ratio (HR) = 0.58, P = 0.073) nor was time to progression (median 5.3 versus 2.8 months, HR = 0.87, P = 0.52). The most common first-line treatment-related grade ≥3 adverse events were neutropenia (cabazitaxel 32% versus ARPI 0%), diarrhoea (9% versus 0%), infection (9% versus 0%), and fatigue (7% versus 5%). Baseline circulating tumour DNA (ctDNA) fraction above the cohort median and on-treatment ctDNA increase were associated with shorter time to progression (HR = 2.38, P < 0.001; HR = 4.03, P < 0.001). Patients with >30% ctDNA fraction at baseline had markedly shorter overall survival than those with undetectable ctDNA (HR = 38.22, P < 0.001). CONCLUSIONS: Cabazitaxel was associated with a higher clinical benefit rate in patients with ARPI-naive poor prognosis mCRPC. ctDNA abundance was prognostic independent of clinical features, and holds promise as a stratification biomarker.


Subject(s)
Prostatic Neoplasms, Castration-Resistant , Androgen Antagonists/therapeutic use , Androstenes , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Benzamides , Humans , Male , Nitriles , Phenylthiohydantoin , Prednisone/adverse effects , Prognosis , Prostatic Neoplasms, Castration-Resistant/drug therapy , Taxoids/therapeutic use , Treatment Outcome
3.
Nat Commun ; 11(1): 5070, 2020 10 08.
Article in English | MEDLINE | ID: mdl-33033260

ABSTRACT

The evolutionary progression from primary to metastatic prostate cancer is largely uncharted, and the implications for liquid biopsy are unexplored. We infer detailed reconstructions of tumor phylogenies in ten prostate cancer patients with fatal disease, and investigate them in conjunction with histopathology and tumor DNA extracted from blood and cerebrospinal fluid. Substantial evolution occurs within the prostate, resulting in branching into multiple spatially intermixed lineages. One dominant lineage emerges that initiates and drives systemic metastasis, where polyclonal seeding between sites is common. Routes to metastasis differ between patients, and likely genetic drivers of metastasis distinguish the metastatic lineage from the lineage that remains confined to the prostate within each patient. Body fluids capture features of the dominant lineage, and subclonal expansions that occur in the metastatic phase are non-uniformly represented. Cerebrospinal fluid analysis reveals lineages not detected in blood-borne DNA, suggesting possible clinical utility.


Subject(s)
Cell Lineage , Liquid Biopsy , Prostatic Neoplasms/pathology , Body Fluids/metabolism , Chromosomes, Human, Pair 8/genetics , Clone Cells , DNA Copy Number Variations/genetics , DNA, Neoplasm/genetics , Genetic Loci , Humans , Male , Middle Aged , Neoplasm Metastasis , Phylogeny
4.
Ann Oncol ; 31(9): 1186-1197, 2020 09.
Article in English | MEDLINE | ID: mdl-32574722

ABSTRACT

BACKGROUND: A common polymorphism (1245A>C) in the HSD3B1 gene is associated with increased de novo synthesis of androgens and worse outcomes in men treated with androgen-deprivation therapy for metastatic castration-sensitive prostate cancer. The objective of the study was to determine whether this polymorphism is associated with outcomes for metastatic castration-resistant prostate cancer (mCRPC) treated with abiraterone or enzalutamide. PATIENTS AND METHODS: A total of 547 patients treated with abiraterone or enzalutamide from two prospective cohorts were evaluated. The HSD3B1 genotype was determined by targeted sequencing and/or TaqMan single-nucleotide polymorphism genotyping. In cohort 1, patients were randomized to receive abiraterone + prednisone or enzalutamide. In cohort 2, patients received either agent according to investigator's choice. Prostate-specific antigen (PSA) response rate, time to PSA progression (TTPP), time to progression (TTP) and overall survival were determined. Associations between HSD3B1 genotypes and outcomes were evaluated via univariate Cox regression. Multivariable Cox model was used to determine the independent association of each covariate. RESULTS: The HSD3B1 variant genotype (CC) was present in 15% of patients and was associated with worse TTP [hazard ratio (HR) 1.31, 95% confidence interval (CI) 1.02-1.67, P = 0.032] and PSA response rates (48% for CC versus 62% and 65% for AA and AC, respectively [P = 0.019]), with no significant difference in TTPP (HR 1.28, 95% CI 0.99-1.66, P = 0.064). The effect of genotype was similar for treatment with abiraterone or enzalutamide with a negative test for interaction for TTPP (P = 0.997) and TTP (P = 0.749). Multivariable analysis did not show a significant association between genotype and TTP or TTPP. CONCLUSIONS: The HSD3B1 (CC) genotype was associated with shorter TTP and lower PSA response rate in patients with mCRPC treated with abiraterone or enzalutamide. However, the CC genotype did not provide prognostic information beyond that conferred by standard clinical variables, suggesting that it may not be a suitable stand-alone biomarker in mCRPC.


Subject(s)
Androgen Antagonists , Phenylthiohydantoin , Prostatic Neoplasms, Castration-Resistant , Abiraterone Acetate , Androstenes , Benzamides , Germ Cells , Humans , Male , Multienzyme Complexes , Nitriles , Phenylthiohydantoin/analogs & derivatives , Prospective Studies , Prostate-Specific Antigen , Prostatic Neoplasms, Castration-Resistant/drug therapy , Prostatic Neoplasms, Castration-Resistant/genetics , Treatment Outcome
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