Nonlinear system identification for prostate cancer and optimality of intermittent androgen suppression therapy

These days prostate cancer is one of the most common types of malignant neoplasm in men. Androgen ablation therapy (hormone therapy) has been shown to be effective for advanced prostate cancer. However, continuous hormone therapy often causes recurrence. This results from the progression of androgen-dependent cancer cells to androgen-independent cancer cells during the continuous hormone therapy. One possible method to prevent the progression to the androgen-independent state is intermittent androgen suppression (IAS) therapy, which ceases dosing intermittently. In this paper, we propose two methods to estimate the dynamics of prostate cancer, and investigate the IAS therapy from the viewpoint of optimality. The two methods that we propose for dynamics estimation are a variational Bayesian method for a piecewise affine (PWA) system and a Gaussian process regression method. We apply the proposed methods to real clinical data and compare their predictive performances. Then, using the estimated dynamics of prostate cancer, we observe how prostate cancer behaves for various dosing schedules. It can be seen that the conventional IAS therapy is a way of imposing high cost for dosing while keeping the prostate cancer in a safe state. We would like to dedicate this paper to the memory of Professor Luigi M. Ricciardi.     

Development of a mathematical model that predicts the outcome of hormone therapy for prostate cancer

We propose a mathematical model that quantitatively reproduces the dynamics of the serum prostate-specific antigen (PSA) level under intermittent androgen suppression (IAS) for prostate cancer. Taking into account the biological knowledge that there are reversible and irreversible changes in a malignant cell, we constructed a piecewise-linear dynamical model where the testosterone dynamics are modelled with rapid shifts between two levels, namely the normal and castrate concentrations of the male hormone. The validity of the model was supported by patient data obtained from a clinical trial of IAS. It accurately reproduced the kinetics of the therapeutic reduction of PSA and predicted the future nadir level correctly. The coexistence of reversible and irreversible changes within the malignant cell provided the best explanation of early progression to androgen independence. Finally, since the model identified patients for whom IAS was effective, it potentially offers a novel approach to individualized therapy requiring the input of time sequence values of PSA only.     

Survival and clinical metastases among prostate cancer patients treated with androgen deprivation therapy in Sweden

ObjectivesTo examine the incidence of metastases and clinical course of prostate cancer patients who are without confirmed metastasis when initiating androgen deprivation therapy (ADT).MethodsRetrospective cohort study conducted using electronic medical records from Swedish outpatient urology clinics linked to national mandatory registries to capture medical and demographic data. Prostate cancer patients initiating ADT between 2000 and 2010 were followed from initiation of ADT to metastasis, death, and/or end of follow-up.ResultsThe 5-year cumulative incidence (CI) of metastasis was 18%. Survival was 60% after 5 years; results were similar for bone metastasis-free survival. The 5-year CI of castration-resistant prostate cancer (CRPC) was 50% and the median survival from CRPC development was 2.7 years. Serum prostate-specific antigen (PSA) levels and PSA doubling time were strong predictors of bone metastasis, any metastasis, and death.ConclusionThis study provides understanding of the clinical course of prostate cancer patients without confirmed metastasis treated with ADT in Sweden. Greater PSA values and shorter PSA doubling time (particularly ≤ 6 months) were associated with increased risk of bone metastasis, any metastasis, and death.     

The androgen receptor: a potential target for therapy of prostate cancer

The androgen receptor plays a pivotal role in the prostate. Its primary function is to provide responsive gene products for differentiation and growth, but under abnormal conditions it contributes to the development of prostate cancer. The goal of this review is to elucidate the molecular functions of the androgen receptor and its role in prostate cancer. Initially the function of the androgen receptor will be described. Next, the clinical diagnosis, epidemiological impact, and treatments of androgen-dependent and -independent prostate cancer will be discussed. Finally we will examine how the mechanism of androgen action has played a role in the translation of new therapies and how this may influence future treatment modalities of prostate cancer.     

超声引导下前列腺穿刺联合外周血循环肿瘤细胞检测对前列腺癌预后分析

目的探讨超声引导下前列腺穿刺联合外周血循环肿瘤细胞(CTCs)检测对前列腺癌预后的预测效果。方法选取2011年1月至2017年12月期间于郑州大学第二附属医院收治的83例前列腺癌患者为研究对象,全部患者均根据超声引导下经直肠前列腺穿刺活检术确诊为前列腺癌,检测病理标本中CK34BE12、p63、α-甲酰基辅酶A消旋酶(AMACR)等免疫标志物的表达状况,并采用Cell Search细胞搜索系统检测外周血CTCs的数量,据此分为阳性组(≥5个/7.5 ml)和阴性组(<5个/7.5 ml)。分析穿刺组织中免疫标志物表达状况、外周血CTCs计数与患者临床病理特征、生存状况的相关性。各标志物的阳性例数、Gleason评分>7分的比例、TNM分期等定性资料的比较采用x^2检验或Fisher确切概率法,年龄、血常规、凝血功能、肝功能、PSA水平等定量资料的比较采用t检验。采用Kaplan-Meier法进行生存分析,采用多因素Cox比例风险回归模型分析患者预后的预测因素。结果(1)全部患者中外周血CTCs、穿刺组织中CK34BE12、p63、AMACR的阳性率分别为31.33、3.61、3.61、86.75。CTCs阳性组的AMACR阳性率为100.00,高于CTCs阴性组的80.70,差异有统计学意义(x^2=4.227,P<0.05)。(2)AMACR阳性组患者的血红蛋白(HB)低于AMACR阴性组[(123.66±13.33)g/L比(134.89±20.08)g/L,t=2.420,P=0.018],血小板(PLT)、血清谷丙转氨酶、D-二聚体(DD)、前列腺特异抗原(PSA)水平、Gleason评分>7分的比例均高于AMACR阴性组[(197.23±36.98)×10^9/L比(172.83±33.33)×10^9/L,t=2.062,P=0.042;(38.80±10.03)U/L比(31.46±7.83)U/L,t=2.317,P=0.023;(255.00±38.80)μg/L比(220.81±30.99)μg/L,t=2.785,P=0.007;(26.60±12.23)ng/ml比(17.90±8.88)ng/ml,t=2.263,P=0.026;45.83比9.09,x^2=3.916,P=0.048],差异有统计学意义(P<0.05)。CTCs阳性组患者的HB低于CTCs阴性组[(121.69±15.89)g/L比(132.73±18.85)g/L,t=2.767,P=0.007],血清碱性磷酸酶、DD、PSA水平、Gleason评分>7分、T3~T4期、M1期的比例均高于CTCs阴性组[(105.69±30.56)U/L比(88.89±35.58)U/L,t=2.205,P=0.030;(256.63±35.86)μg/L比(236.98±33.30)μg/L,t=2.368,P=0.020;(30.09±11.89)ng/ml比(23.33±10.99)ng/ml,t=2.533,P=0.013;57.69比33.33,x^2=4.381,P=0.036;30.77比8.77,x^2=4.981,P=0.026;50.00比17.54,x^2=9.390,P=0.002],差异有统计学意义(P<0.05)。(3)全部患者的中位生存时间为58.33个月,1、3、5年的生存率分别为88.95、51.81、30.12。AMACR阳性组、CTCs阳性组患者的中位生存时间为40.93、36.93个月,低于AMACR阴性组、CTCs阴性组的66.66、69.56个月,差异有统计学意义(P<0.05)。多因素Cox比例风险回归模型分析结果表明,Gleason评分>7分、M1期、AMACR阳性、CTCs阳性是患者死亡的独立危险因素(HR=1.883、3.666、2.009、2.923,P<0.05)。结论超声引导下前列腺穿刺联合外周血CTCs检测对前列腺癌患者的预后具有重要的预测价值,临床上可根据穿刺组织中AMACR表达水平和外周血CTCs计数进行预后的综合分析。     

Small-molecule androgen receptor downregulators as an approach to treatment of advanced prostate cancer

Chemical starting points were investigated for downregulation of the androgen receptor as an approach to treatment of advanced prostate cancer. Although prototypic steroidal downregulators such as 6a designed for intramuscular administration showed insufficient cellular potency, a medicinal chemistry program derived from a novel androgen receptor ligand 8a led to 6-[4-(4-cyanobenzyl)piperazin-1-yl]-3-(trifluoromethyl)[1,2,4]triazolo[4,3-b]pyridazine (10b), for which high plasma levels following oral administration in a preclinical model compensate for moderate cellular potency.     

Current status of androgen suppression and radiotherapy for patients with prostate cancer

Analogous to the impact of anti-estrogen therapy in breast cancer, anti-androgen therapy may have a greater impact on the castrate male with non-metastatic disease. The use of castration or a LHRH drug alone, does not appear to adequately suppress intra-prostatic DHT (Dihydrotestosterone) levels. Normal prostate elements appear to be more efficient than metastatic elements at converting DHT precursors to active DHT. Thus, blocking this step may be more critical for clinically localized disease. Laverdiere et al. reported a 2 year positive (+) biopsy rate of 65% with XRT alone compared to 28% when 3 months of NHT preceded radiotherapy, but 5% if NHT was continued for a total of 10.5 months of combined androgen blockade (CAB). Bolla et al. incorporated one month of NHT prior to XRT followed by 3 years of an LHRH drug. An improvement in local control, disease free survival and overall survival of nearly 20% was noted at 5 years. Thus far, these important studies demonstrate that a survival benefit may require long term adjuvant hormonal therapy. There is a need for further studies to define the optimal timing and duration of CAB and the role of XRT. Long term data recently provided by the Radiation Therapy Oncology Group (RTOG) may provide insights into criteria for defining which patients are likely to benefit the most from long term CAB.     

5alpha-androstane-3alpha,17beta-diol supports human prostate cancer cell survival and proliferation through androgen receptor-independent signaling pathways: implication of androgen-independent prostate cancer progression

Androgen and androgen receptor (AR) are involved in growth of normal prostate and development of prostatic diseases including prostate cancer. Androgen deprivation therapy is used for treating advanced prostate cancer. This therapeutic approach focuses on suppressing the accumulation of potent androgens, testosterone and 5alpha-dihydrotestosterone (5alpha-DHT), or inactivating the AR. Unfortunately, the majority of patients with prostate cancer eventually advance to androgen-independent states and no longer respond to the therapy. In addition to the potent androgens, 5alpha-androstane-3alpha,17beta-diol (3alpha-diol), reduced from 5alpha-DHT through 3alpha-hydroxysteroid dehydrogenases (3alpha-HSDs), activated signaling may represent a novel pathway responsible for the progression to androgen-independent prostate cancer. Androgen sensitive human prostate cancer LNCaP cells were used to compare 5alpha-DHT and 3alpha-diol activated androgenic effects. In contrast to 5alpha-DHT, 3alpha-diol regulated unique patterns of beta-catenin and Akt expression as well as Akt phosphorylation in parental and in AR-silenced LNCaP cells. More significantly, 3alpha-diol, but not 5alpha-DHT, supported AR-silenced LNCaP cells and AR negative prostate cancer PC-3 cell proliferation. 3alpha-diol-activated androgenic effects in prostate cells cannot be attributed to the accumulation of 5alpha-DHT, since 5alpha-DHT formation was not detected following 3alpha-diol administration. Potential accumulation of 3alpha-diol, as a result of elevated 3alpha-HSD expression in cancerous prostate, may continue to support prostate cancer growth in the presence of androgen deprivation. Future therapeutic strategies for treating advanced prostate cancer might need to target reductive 3alpha-HSD to block intraprostatic 3alpha-diol accumulation.     

SIMBOSPROST: Prevalence of metabolic syndrome and osteoporosis in prostate cancer patients treated with radiotherapy and androgen deprivation therapy: A multicentre,cross-sectional study

AimTo assess the prevalence of metabolic syndrome (MetS) and osteoporosis in patients with prostate cancer (PCa) treated with radical radiotherapy (RT) with or without androgen deprivation therapy (ADT).BackgroundWorldwide, the prevalence of MetS is estimated to range from 20% to 25% of the adult population. However, prevalence rates are much higher in PCa patients (pts) who undergo ADT.Materials and methodsMulticentre cross-sectional study of 270 pts in Spain with PCa. Patients were divided into 3 groups based on the duration of ADT (6, 12–18, ≥24 months) and compared to a control group without ADT. MetS was defined according to NCEP ATP III criteria. Osteoporosis was assessed by DEXA.ResultsA total of 270 pts, treated from November 2011 to October 2012, were included. Of these, 122 pts (47%) fulfilled the criteria for MetS. The median age of this group was significantly higher (71.3 vs. 69.38 years, p = 0.028). MetS prevalence was 50% in the control group. In pts who received ADT, prevalence was 44.8% after 6 months of ADT, 45.3% after 12–18 months, and 50% after ≥24 months (pns). Most pts (168/270; 62%) underwent DEXA. Of those tested, 78 (46.4%) had osteopenia and only 11 (6.5%) had osteoporosis.ConclusionsThe prevalence of MetS in pts with PCa treated with radical RT was higher (47%) than in the general population. However, there were no significant differences in the duration of ADT administration. The prevalence of osteoporosis was low. These findings suggest that the prevalence of MetS in PCa patients may be higher than previously reported.     

Progression to metastatic stage in a cellular model of prostate cancer is associated with methylation of the androgen receptor gene and transcriptional suppression of the insulin-like growth factor-I receptor gene

The progression of prostate cancer from an organ-confined, androgen-sensitive disease to a metastatic one is associated with dysregulation of androgen receptor (AR)-regulated target genes and with a decrease in insulin-like growth factor-I receptor (IGF1R) expression. DNA methylation of CpG islands is an epigenetic mechanism associated with gene silencing. Recent studies have demonstrated that methylation occurs early in prostate carcinogenesis and, furthermore, may contribute to androgen independence. The methylation status of the AR and IGF1R genes was evaluated in a series of prostate cancer cell lines corresponding to early (benign) and advanced (metastatic) stages of the disease. Results of 5-Aza-2′-deoxycytidine (5-Aza) experiments, methylation-specific PCR, and sodium bisulfite-direct DNA sequencing revealed that the AR promoter is hypermethylated in metastatic M12, but not in benign P69, cells. On the other hand, no methylation was seen in the IGF1R promoter at any stage of the disease. We show, however, that 5-Aza treatment, which caused demethylation of the AR promoter, led to a significant increase in IGF1R mRNA levels, whereas addition of the AR inhibitor flutamide decreased the IGF1R mRNA levels to basal values measured prior to the 5-Aza treatment. Given that the IGF1R gene has been identified as a downstream target for AR action, our data is consistent with a model in which the AR gene undergoes methylation during progression of the disease, leading to dysregulation of AR targets, including the IGF1R gene, at advanced metastatic stages.     

Reciprocal positive regulation between TRPV6 and NUMB in PTEN-deficient prostate cancer cells

Calcium acts as a second messenger and plays a crucial role in signaling pathways involved in cell proliferation. Recently, calcium channels related to calcium influx into the cytosol of epithelial cells have attracted attention as a cancer therapy target. Of these calcium channels, TRPV6 is overexpressed in prostate cancer and is considered an important molecule in the process of metastasis. However, its exact role and mechanism is unclear.     

The androgen receptor (AR) in syndromes of androgen insensitivity and in prostate cancer

The actions of androgens, principally testosterone and 5alpha-dihydrotestosterone, are mediated by a specific receptor protein, the androgen receptor (AR), which is encoded by a single-copy gene located on the human X-chromosome. This receptor protein is a prototypical member of the nuclear receptor family and modulates a range of processes during embryogenesis and in the adult. During embryogenesis, normal AR function is critical to the development of the male phenotype and defects of the AR cause a range of phenotypic abnormalities of male sexual development. Complete loss of AR function has been traced to a number of distinct types of genetic events, including abnormalities of mRNA splicing, the introduction of premature termination codons, and amino acid substitution mutations. An interesting subset of mutations is that in which the AR is completely undetectable using sensitive immunoassays. In all instances, these functional abnormalities are associated with a phenotype of complete androgen insensitivity (complete testicular feminization). By contrast, partial defects of AR function are almost invariably caused by amino acid substitutions within the DNA- and hormone-binding domains of the receptor protein. Such partial defects of receptor function may be caused by changes in either receptor function or receptor abundance.The alterations of AR function and expression that have been characterized in clinical prostatic cancers and in prostate cancer cell lines differ in several important respects. A number of studies have documented the emergence of considerable heterogeneity of AR expression at early stages in the development of prostate cancer. Despite these early changes of AR expression, a substantial body of information suggests that the AR is expressed in advanced forms of prostate cancer, in some cases as the result of amplification events. While infrequent in localized tumors, mutations of the AR have been identified in a number of advanced prostatic cancers and in some instances appear to alter the ligand specificity of the AR. Finally, it appears that other signaling pathways can act to influence AR function.     

Secretion of endogenous kallikreins 2 and 3 by androgen receptor-transfected PC-3 prostate cancer cells

Androgen independent PC-3 cells lack androgen receptor (AR) expression and do not produce kallikrein 2 (hK2) or 3 (prostate-specific antigen, PSA). In this paper, we examined the ability of androgens to stimulate PSA and hK2 production in AR transfected PC-3 cells (PC-3(AR)) and compared this to LNCaP cells. PSA and hK2 were measured in the culture medium and cell lysates using an ELISA-based immunofluorometric assay. Only androgens were able to induce PSA and hK2 secretion in PC-3(AR) cells in a dose- and time-dependent manner depending on the level of AR present. The level of androgen-induced PSA and hK2 secretion in PC-3(AR) cells was approximately 1.5 and 0.9% that induced in LNCaP cells, respectively. Insulin-like growth factor-I (IGF-I), which has been shown to activate AR in the absence of ligand, did not activate PSA secretion in the absence of androgen, but further increased the dihydrotestosterone-induced PSA secretion in PC-3(AR) cells. The lack of PSA and hK2 production in parental PC-3 cells is thus a result of their lack of AR expression. PSA and/or hK2 production in PC-3(AR) cells can thus serve as an endogenous reporter system to investigate AR action or to screen putative endocrine disrupters.     

Current status and clinical application of patient-derived tumor organoid model in kidney and prostate cancers

Urological cancers such as kidney, bladder, prostate, and testicular cancers are the most common types of cancers worldwide with high mortality and morbidity. To date, traditional cell lines and animal models have been broadly used to study pre-clinical applications and underlying molecular mechanisms of urological cancers. However, they cannot reflect biological phenotypes of real tissues and clinical diversities of urological cancers in vitro system. In vitro models cannot be utilized to reflect the tumor microenvironment or heterogeneity. Cancer organoids in three-dimensional culture have emerged as a promising platform for simulating tumor microenvironment and revealing heterogeneity. In this review, we summarize recent advances in prostate and kidney cancer organoids regarding culture conditions, advantages, and applications of these cancer organoids.     

Fas-mediated T cell deletion potentiates tumor antigen-specific tolerance in a mouse model of prostate cancer

A pivotal obstacle to cancer immunotherapy is peripheral T cell tolerance to tumor-associated antigens (TAAs). Tolerance induction among mature T cells in the periphery operates through a variety of mechanisms, including anergy and apoptosis. Although Fas-FasL-mediated apoptosis is a well-defined tolerance inducing mechanism, direct evidence of its interference with TAA-specific immunity in vivo is still lacking. In this report, we used the TRAMP mouse, which expresses SV40 large T antigen (Tag) preferentially in the prostate and develops prostate tumors, as a model system to address the role of Fas-mediated apoptosis in regulating peripheral T cell tolerance. Using RT-PCR and tetramer staining to quantify TAA-specific TCR-expressing cytolytic T lymphocytes (CTLs), we have shown the presence of TAA-specific CTLs at higher levels in TRAMP mice than in syngeneic C57Bl/6 mice. Tag-specific immunization led to the expansion of Tag-specific CTLs in C57Bl/6 mice, and to their elimination in TRAMP mice. Interestingly, in TRAMP mice with deficient Fas (Hybrid TRAMP-lpr/lpr), Tag-specific CTL elimination in response to Tag immunization did not take place. The results of cytolytic-function assays were consistent with induction and elimination patterns of TAA-specific CTLs and those of RT-PCR and tetramer staining. In conclusion, our data show that Fas-mediated TAA-specific CTL apoptosis contributes to T cell tolerance and suggest that such tolerance could be potentiated following TAA-specific immunization.