Abstract
Prostate cancer is the most common cancer in men. In recent years, several new targeted therapeutic agents for the treatment of metastatic castration resistant prostate cancer (mCRPC) have been developed. These include androgen receptor targeting agents, new taxanes, radium-223, and immunotherapies. In this short review, we provide a summary of clinical and preclinical biomarkers for each of these new treatment strategies, also including new markers currently presented in conference papers only. Moreover, we address the role of these biomarkers in clinical routine with the aim to select best-personalized treatment strategies for patients. Finally, we provide a decision tree for selecting the proper therapy for patients with mCRPC according to the discussed biomarkers.
Similar content being viewed by others
Avoid common mistakes on your manuscript.
1 Introduction
Prostate cancer (PCa) is the most common cancer in men in Europe, with the highest incidence in Northern and Western Europe (>200/100,000) [1]. In general, PCa varies from slow-growing indolent tumors to highly aggressive tumors associated with disease-related morbidity and mortality. However, determining which subtypes of PCa are likely to progress to metastatic disease is one of the most important challenges in PCa research.
In general, targeting the androgen receptor (AR), either by direct blocking with AR inhibitors or by suppressing the secretion of testicular androgens using luteinizing-hormone releasing hormone (LHRH) agonists or antagonists, is a standard treatment in locally advanced or metastatic PCa [2, 3]. However, after about 20 to 36 months, AR signaling is re-activated leading to castration resistant PCa (CRPC) associated in most patients with the formation of metastatic lesions (mCRPC), predominantly in bones and lymph nodes [2, 3]. Until some years ago, docetaxel chemotherapy was the sole treatment for this stage of the disease. However, in recent years, next-generation AR targeting agents such as abiraterone and enzalutamide have been developed and are now routinely used in the clinical setting. In addition, cabazitaxel (a next-generation taxane), immunotherapy, as well as radium-223 have been approved for the treatment of mCRPC (www.Uroweb.org). Table 1 summarizes the currently approved substances for the treatment of mCRPC.
On the one hand, the integration of tumor biology into clinical practice led to a more individualized, patient-specific treatment. On the other hand, having so many different new substances available in the treatment landscape of mCRPC, carries the risk of using the wrong substance at the wrong time. Therefore, the identification of appropriate biomarkers to predict patient prognosis and treatment success for each of these new substances is of dire need.
2 The Androgen Receptor As Anticancer Target
2.1 Abiraterone
Abiraterone is a selective inhibitor of the androgen biosynthesis enzyme cytochrome P450-17 (CYP17), a key enzyme in the production of androgens in the adrenal glands, as well as in tumor tissue. Thus, the drug inhibits adrenal and intratumoral androgen synthesis, which are the main remaining sources of androgens under castration conditions [4]. In April 2011, abiraterone in combination with prednisone was approved for patients with mCRPC after docetaxel chemotherapy. This approval was based on significant overall survival (OS) and progression free survival (PFS) benefits in the clinical phase III COU-AA-301 study (Table 1) [4]. In January 2013, abiraterone was additionally approved for the treatment of CRPC prior to chemotherapy [5] (Table 1). Sub-analyses of the COU-AA-301 study revealed that 14 % of patients did not respond to abiraterone. Thus, the identification of patients who are likely to respond to this kind of therapy is of urgent need [4].
Besides prostate specific antigen (PSA) kinetics and radiographic progression as biomarkers for predicting both therapy response and OS rates [6, 7], our group demonstrated that latent hypothyreosis in the first month after initiating abiraterone therapy is associated with therapy response (PSA declines and radiographic responses rates) compared to patients without any alteration in thyroid parameters [8].
Moreover, circulating androgens (testosterone, dihydrotestosterone, dehydroepiandrosterone, androstenedione, and androsterone) measured in a cohort of 37 patients using high-pressure liquid chromatography were described to predict therapy response, defined as ≥30 % PSA decline at 12 weeks of treatment [9]. In addition, another German group recently demonstrated that dynamic changes of alkaline phosphatase (ALP), lactate dehydrogenase (LDH), and PSA itself during abiraterone therapy are associated with best clinical benefit and OS in bone mCRPC [10].
There is further evidence that the previous duration of response to hormonal therapy (≥12 months vs. < 12 months) is a predictor of sensitivity to next generation AR axis targeted drugs given that these act on the same treatment axis [11]. Changes in the AR itself, including AR mutations, amplifications, or splice variants were intensively studied as potential biomarkers for predicting therapy response: For example, the 878A or L702H AR amino acid changes were associated with resistance to CYP 17 inhibition [12, 13]. Romanel et al. and Azad et al. proposed that both AR gain and AR point mutations were associated with decreased OS, PFS, or resistance in patients treated with abiraterone compared to those with normal plasma AR [13, 14].
Mostaghel and colleagues treated human CRPC xenografts with abiraterone and found an increased expression of full-length AR and truncated AR variants compared to abiraterone naive CRPC xenografts [15]. Copy number variations of the AR and/or CYP17A genes were further associated with early progressive disease, lower PSA decline, and poor ECOG performance status [16].
In recent years, the concept of “liquid biopsies”, such as circulating tumour cells (CTC) and cell-free DNA, released from the primary tumor site or from metastases into the circulation have been proposed as promising PCa biomarkers offering the potential for non-invasive characterization of disease and molecular stratification of patients. The advantage of these biomarkers is that they are able to provide diagnostic and prognostic information before treatment, during treatment, and at progression, including DNA mutations, epigenetic alterations, and other forms of tumor-specific abnormalities such as microsatellite instability and loss of heterozygosity. Danila et al. for the first time showed that < 5 CTC in 7.5 mL peripheral blood of mCRPC patients was prognostic for longer OS under abiraterone therapy [17]. Scher and colleagues were able to show that the number of CTC combined with the LDH level is highly predictive for OS rates in an abiraterone-treated patient cohort [18]. In addition, the AR splice variant ARV7 was isolated from CTC of patients treated with abiraterone [18] and patients who harbored this splice variant had lower response rates compared to ARV7 negative patients. ARV7 was also present in 9 to 15 % of patients who were primary resistant to abiraterone [18]. Moreover, Lin28, a protein that is encoded by the LIN28 gene promotes the development of resistance to abiraterone (and also enzalutamide) by enhancing the expression of AR splice variants such as ARV7 [19].
Despite such promising results, currently ARV7 measurement is not available in daily routine. However, a lot of efforts are ongoing to measure ARV7 in the serum or tissue of patients. In addition, a recent conference paper showed for the first time that the detection of ARV7 in CTCs of mCRPC patients is no absolute exclusion criterion for a response to abiraterone or enzalutamide (Steinestel et al., NRWGU 2016, http://dx.doi.org/10.3205/16nrwgu53).
The TMPRSS2-ERG gene fusion resulting in ERG overexpression has been described in around 50 % of PCa and is a very early event in tumorgenesis. Recently, Attard et al. demonstrated that ERG fusion secondary to the deletion of 21q22 and increased copy number of fusion sequences correlated with increased response to abiraterone compared to those cancers with no ERG fusion [20]. On the other hand, Danila et al. showed in 2011 that the TMPRSS2-ERG fusion measured in CTC was not predictive for therapy response under abiraterone therapy [21].
The tumor suppressor phosphatase and tensin homolog (PTEN) is involved in PCa growth and progression by acting as a negative regulator of the PI3K/ AKT pathway, thereby controlling cell proliferation, tumor growth, and metabolic actions. In 2015, Ferraldeschi et al. identified in a cohort of 144 patients that the loss of expression of PTEN (determined by immunohistochemistry and FISH analyses on FFPE sections of tumor tissue) correlates with worse survival and prognosis in patients treated with abiraterone in the post-chemotherapy setting [22].
Neuroendocrine differentiation could represent another important source of new biomarkers in CRPC patients. Chromogranin A is a glycoprotein primary expressed in neuroendocrine cells. A retrospective study including 48 patients treated with abiraterone in the post-chemotherapy setting identified chromogranin A increase (>3 times than the upper normal level) as a significant marker for PFS and OS [23]. In addition, Heck et al. recently showed that both chromogranin A and neuron-specific enolase (NSE) correlated with shorter PSA-PFS, clinical or radiographic PFS, and OS in patients treated with abiraterone [24].
2.2 Enzalutamide
Enzalutamide is an AR inhibitor indicated for the treatment of patients with mCRPC with or without previous docetaxel therapy. The regulatory approval is based on two randomized, double-blinded, placebo-controlled phase III trials in patients with mCRPC pre-(PREVAIL) and post-(AFFIRM) chemotherapy with docetaxel, leading to prolonged OS, PFS, and delayed time to first skeletal event compared to the control groups [25, 26] (Table 1). Enzalutamide itself competitively inhibits androgen binding to the AR and, in contrast to abiraterone, prevents AR nuclear translocation and DNA binding. Like abiraterone, enzalutamide is approved for patients with asymptomatic or mild symptomatic mCRPC [27]. In addition, recent results from the TERRAIN study further support the use of enzalutamide combined with LHRH therapy in patients with asymptomatic or mild symptomatic mCRPC [28]. However, again there is a lack of biomarkers, early and reliably predicting treatment success.
As with abiraterone, the previous duration of response to initial hormonal therapy with LHRH agonists or antagonists is a predictor for an increased sensitivity to enzalutamide in patients with mCRPC [11]. Similar to abiraterone, the AR and its variants play a central role as biomarkers: The presence of the AR splice variant ARV7 measured in bone biopsies from patients with treated with enzalutamide is associated with primary resistance to the drug [29].
Furthermore, ARV7 was isolated from CTC of patients treated with enzalutamideand it was found that ARV7 positive patients had lower response rates compared to ARV7 negative patients. In addition, ARV7 was present in 9–15 % of patients who were primary resistant to enzalutamide. However, there also are data showing that ARV7 is able to converse from positive to negative or vice versa during therapy [30]. In a cell culture model, NF-kB2/p52 downregulation in enzalutamide treated PCa cells reduced ARV7 expression and thus increased the sensitivity to the drug [31]. In 2014, an ARV7 inhibitor was developed aiming to overcome the resistance caused by ARV7 inhibition, which is currently under clinical investigation [32]. Reviewing these findings, one can speculate that active AR variants are important key mechanisms of resistance in enzalutamide therapy. However, in addition to AR splice variants, the missense AR mutation F876L in the ligand binding domain of the AR has been shown in a preclinical model to be associated with primary resistance to enzalutamide by converting enzalutamide into a partial agonist in PCa cell lines [33]. Interestingly, one study found that AR mutations are more commonly found in patients treated with enzalutamide compared to those treated with abiraterone [14]. Moreover, Azad et al. showed in cell free DNA (cfDNA) of patients treated with enzalutamide that AR amplifications are associated with therapy resistance [14]. Further, Efstathiou et al. analyzed 60 bone marrow biopsies of patients treated with enzalutamide and found that AR overexpression as well as CYP17 expression (>10 %) correlated with therapy benefit [29]. In addition, a recent genomic analysis on plasma of patients with CRPC found an increase in glucocorticoid-sensitive AR L702H and promiscuous AR T878A in patients with prior enzalutamide treatment [34]. This finding is of clinical importance as abiraterone, but also docetaxel and carbazitaxel are administered together with glucocorticoids. Moreover, an antitumoral effect of glucocorticoids per se has been shown in numerous preclinical and clinical studies.
From the preclinical point of view, our own data showed that enzalutamide resistant cell lines express high levels of full-length AR and AR variants. Moreover, we found that AR gene amplification is one mechanism of increased AR expression in enzalutamide resistant cells [35]. Apart from the AR, Arora et al. published that the induction of glucocorticoid receptor expression is a common feature of enzalutamide resistance, which can be conferred by the glucocorticoid receptor antagonist dexamethasone [36]. Thus, one can assume that the glucocorticoid receptor may bypass the need for AR by activating a subset of AR target genes, thereby promoting PCa progression.
Moreover, enzalutamide induces autophagy in CRPC cell lines by AMPK activation and mTOR suppression. An animal model was able to show that the combination of enzalutamide and autophagy inhibitors such as metformin significantly reduced tumor growth compared to the control group [37]. FOX-A1 is a transcription factor controlling AR chromatin deposition and AR transcription [38]. FOX-A1 regulates AR-V activity and cell proliferation as was demonstrated in a preclinical model using mRNA and CHIP analyses in PCa cell lines (LnCAP, 22RV1) [37]. Additionally, the impact of enzalutamide treatment on PDL1/2 status in dendritic cells was studied in a CRPC mouse model and found that enzalutamide resistance was associated with higher expression of PDL-1. Clinical findings confirmed that enzalutamide treatment increases PDL1/2 dendritic cells in comparison to treatment naive patients [39]. Further studies investigating the impact of PDL status in patients treated with both enzalutamide and abiraterone are ongoing.
3 Taxane Based Chemotherapy
3.1 Docetaxel
Until 2012, chemotherapy with the microtubular depolymerization inhibitor docetaxel was the primary treatment for patients with mCRPC. Thus, a multitude of clinical and molecular markers have been established for predicting therapy response. For example, high Gleason score, lymph node metastasis, visceral metastasis, and normal hemoglobin levels are known to predict PSA response after docetaxel [reviewed in 40]. In addition, ALP and hemoglobin, which are used in clinical routine are associated with therapy response to docetaxel [41].
Different patient cohorts have shown that CTC count is an early predictor for therapy response under docetaxel chemotherapy [42, 43]. For example, one study found that CTC count status is an early independent predictor for treatment response, PFS, and OS only 3 weeks following treatment initiation with docetaxel, whereas continuous CTC counts were an inconsistent surrogate marker in mCRPC patients [44]. In 2015, Scher et al. published a biomarker panel combining the number of CTCs and LDH. They observed that elevated CTC count (>5 cells in 7.5 mL blood) in combination with elevated LDH levels at week 12 during therapy with docetaxel was associated with inferior survival times compared to low CTC number and LDH levels [18]. Further, AR cytoplasmic localization in CTCs correlated with clinical response to taxane chemotherapy [45]. In addition to CTC, circulating miRNA has been proposed as a potential early predictor for docetaxel chemotherapy outcome in a patient cohort including 97 metastatic CRPC patients [46].
Another group isolated peripheral blood mononuclear cells from 20 patients with response to docetaxel therapy and detected KLK3, PCA3, and TMPRSS2-ERG in patients who responded to docetaxel while these markers were not detectable in the control group (healthy volunteers) [47]. In 2015, our group was able to show that cell free DNA (cfDNA) concentration before therapy is a useful marker for PSA decline and survival in patients undergoing docetaxel therapy [48]. Reigg et al. demonstrated in a patient cohort of 50 patients that TMPRSS2-ERG expression in PCa tissue correlated with lower PSA-PFS (p = 0.02) to docetaxel [49]. In 2012, it has been shown for the first time that cellular communications via exosomes may partly explain docetaxel resistance at least in a prostate cancer cell system [50].
In contrast to abiraterone and enzalutamide treatment, ARV7 positive patients did not have increased response rates to taxane therapies (docetaxel and cabazitaxel) [51]. However, other studies have shown that ARV7 and ARV567 expression in serum attenuates cytotoxicity of taxane chemotherapy, respectively [52, 53].
Numerous studies showed that angiogenesis and vascular damage such as endothelial cells significantly contribute to tumor initiation and progression in various tumor entities. Thus, endothelial cells represent an important therapy target and are candidates for biomarker research. The number of circulating endothelial cells has been shown to be prognostic for the response to docetaxel. Recent studies further identified miRNAs as important regulators for epithelial to mesenchymal transition (EMT), a key step in tumor initiation and progression. In 2012, we were able to show in a preclinical study that EMT causes docetaxel resistance mediated by reduced expression of miR-200c and miR-205 [54]. Furthermore, miR-34a has been shown by another group in a cell culture model to be an intracellular and exosomal predictive biomarker for response to docetaxel therapy [55]. Currently, verification of preclinically identified miRNAs is ongoing in a variety of clinical studies.
Cell culture models showed that docetaxel resistant PC3 cells (isolated from bone metastases) express higher levels of cytokines and that interleukins such as IL-1ra, IL-1ß, IL-4, IL-6, IL-12, IFNγ, and MIC1 are able to predict chemotherapy response [56]. In addition, another group identified MIC1 as well as AGR2 as biomarker for docetaxel resistance [57]. Furthermore, Chen et al. demonstrated that the testicular nuclear receptor 4 (TR4) enhance chemoresistance to docetaxel [58], while Crea et al. showed that overexpression of the BMI1 oncogene is predictive for poor prognosis in different PCa cell lines (DU145 brain metastases and LNCaP lymph node metastases) [59].
3.2 Cabazitaxel
Cabazitaxel (Jevtana®) is a novel taxane that showed activity in docetaxel resistant tumors. In a large phase III multicenter study, cabazitaxel showed an OS benefit in patients with mCRPC and progressive disease during docetaxel therapy compared to mitoxantrone chemotherapy (TROPIC trial) [60]. (Table 1).
Concerning the biomarker profile of cabazitaxel, in addition to PSA [61] and PSA doubling time [62], interestingly, severe neutropenia during treatment is associated with a significant survival benefit compared to patients without neutropenia [63]. In addition, it has been shown in a multicenter senior adults program that neutrophil count <4000/mm3 before cabazitaxel administration is associated with grade 3 neutropenia and/or neutropenic complications [64].
As with docetaxel treatment, Reigg et al. demonstrated in 22 cabazitaxel treated patients a prognostic impact of TMPRSS2-ERG expression in PCa tissue [49]. However, in contrast to abiraterone, enzalutamide, and docetaxel, response to cabazitaxel was found to be independent of the presence of AR-V7 splice variant [51].
In general, the neutrophil–lymphocyte ratio (NLR) has been shown to have a prognostic role in several tumor entities including renal cell cancer. Concerning mCRPC, it has been shown in patients treated within the TROPIC trial that conversion from high (≥3) to low (<3) NLR was associated with improved survival, lower PSA values and better RECIST responses [65]. One recent preclinical study found that DNA methylation of pro-apoptotic and cell-cycle regulatory genes may contribute to cabazitaxel resistance and pre-treatment with 5-azacytidine may restore sensitivity to cabazitaxel in Du145 prostate cancer cells (brain metastases) [66].
4 Immunomodulatory Agents
In general, immunotherapeutic approaches modulate immunostimulatory pathways, thereby maintaining and prolonging the activity of antigen-presenting cells as well as enhancing cytotoxic T-cell-mediated tumor regression. Sipuleucel-T (Provenge®) is a therapeutic cancer vaccine prepared by extracting peripheral blood mononuclear cells cultured ex vivo with PA2024 recombinant fusion protein and then re-infused into the patient. Sipuleucel-T was associated with longer OS (median 25.8 vs. 21.7 months) (Table 1), although it had no effect on time to disease progression or PSA, so that the identification for biomarkers for therapy monitoring represent an important issue [67].
Data from the phase III IMPACT and phase II ProACT studies showed evidence that antigen spread may occur after Sipuleucel-T treatment, indicating the immune response evolves over time to target multiple prostate antigens [68, 69]. Moreover, a potential correlation between increased eosinophils and OS has been suggested [70]. Meanwhile, at least in Europe Sipuleucel-T is no longer available.
5 Radium-223 (Alpharadin)
Radium-223 (Xofigo®) emits alpha particles that lead to a high frequency of DNA double-strand breaks in adjacent tumor cells, resulting in a potent cytotoxic effect on bone metastases. After evidence of clinical efficacy in the ALSYPMCA trial (Table 1), radium-223 was approved for the treatment of patients with CRPCA and symptomatic bone-metastasis in 2014 [71]. To the best of our knowledge, skeletal tumor burden on baseline fluoride PET/CT has been reported as the only predictive biomarker of OS and the risk of an SRE in patients treated with radium-223 [72]. Another study (NCT02346526) investigating the impact of CTC numbers for predicting therapy response to radium-223 is currently recruiting patients (www.clinicaltrials.gov). A conference paper presented at the 2015 ESMO congress including data from our own group identified ALP as well as the ECOG performance status as predictive factors for therapy response to radium-223 (O’Sullivan J, ESMO congress 2015, abstract number 2561).
6 Conclusion and Future Directions
In recent years, the landscape of therapies in mCRPC has expanded greatly. Therefore, biomarkers are necessary to identify those patients who are likely to respond or to be resistant to a certain therapy at the earliest opportunity. Some biomarkers, like the ARV7 splice variant are assessed in much detail and on their way to clinical routine. Beyond the AR as a primary target of biomarker research, genomic alterations like the TMPRSS2–ERG fusion gene, transcription factors, or DNA repair genes have been identified in serum, urine, or tissue as biomarker candidates using new molecular profiling strategies. Table 2 provides a summary of specific biomarkers for each of the available substances as decision support for selecting the best personalized treatment for each single patient. For the future, new mCRPC drugs and consequently new biomarkers are under development. For example, loss of BRCA 1 and 2, ATM mutation, FANCA deletion, CHEK2 deletion as well as HDAC1/2 aberrations have been described as biomarker candidates for therapy response in patients treated with a new PARP inhibitor olaparib leading to improved individual treatment options in mCRPC patients [73].
Moreover, a recent genome-wide DNA methylation analysis revealed the presence of epigenetic markers important for disease progression as marker of prognosis. Hypermethylation of ETV1 and ZNF215 predicted disease progression despite androgen deprivation, while hypermethylation of IRAK3 and ZNF215 were independent markers of prognosis. Thus, epigenetic silencing of the mentioned genes could be novel molecular markers for the prognosis of advanced PCa [74].
In conclusion, also in 2016 efforts to validate and expand current biomarker research are important with the aim to offer personalized treatment strategies to each patient.
References
Jemal A. Global burden of cancer: opportunities for prevention. Lancet. 2012;380(9856):1797–9.
Bluemn EG, Nelson PS. The androgen/androgen receptor axis in prostate cancer. Curr Opin Oncol. 2012;24(3):251–7.
Mohler JL, Gregory CW, Ford III OH, Kim D, Weaver CM, Petrusz P, et al. The androgen axis in recurrent prostate cancer. Clin Cancer Res. 2004;10(2):440–8.
De Bono JS, Logothetis CJ, Molina A, Fizazi K, North S, Chu L, et al. Abiraterone and increased survival in metastatic prostate cancer. N Engl J Med. 2011;364(21):1995–2005.
Ryan CJ, Smith MR, De Bono JS, Molina A, Logothetis CJ, de Souza P, et al. Abiraterone in metastatic prostate cancer without previous chemotherapy. N Engl J Med. 2013;368(2):138–48.
Xu XS, Ryan CJ, Stuyckens K, Smith MR, Saad F, Griffin TW, et al. Corrrelation between prostate-specific antigen kinetics and overall survival in abiraterone acetate-treated castration-resistant prostate cancer patients. Clin Cancer Res. 2015;21(14):3170–7.
Morris MJ, Molina A, Small EJ, de Bono JS, Logothetis CJ, Fizazi K, et al. Radiographic progression-free survival as a response biomarker in metastatic castration-resistant prostate cancer: COU-AA-302 results. J Clin Oncol. 2015;33(12):1356–63.
Heidegger I, Nagele U, Pircher A, Pichler R, Horninger W, Bektic J. Latent hypothyreosis as a clinical biomarker for therapy response under abiraterone acetate therapy. Anticancer Res. 2014;34(1):307–11.
Kim W, Zhang L, Wilton JH, Fetterly G, Mohler JL, Weinberg V, et al. Sequential use of the androgen synthesis inhibitors ketoconazole and abiraterone acetate in castration-resistant prostate cancer and the predictive value of circulating androgens. Clin Cancer Res. 2014;20(24):6269–76.
Mikah P, Krabbe L-M, Eminaga O, Herrmann E, Papavassilis P, Hinkelammert R, et al. Dynamic changes of alkaline phosphatase are strongly associated with PSA-decline and predict best clinical benefit earlier than PSA-changes under therapy with abiraterone acetate in bone metastatic castration resistant prostate cancer. BMC Cancer. 2016;16(1):214.
Loriot Y, Eymard JC, Patrikidou A, Ileana E, Massard C, Albiges L, et al. Prior long response to androgen deprivation predicts response to next-generation androgen receptor axis targeted drugs in castration resistant prostate cancer. Eur J Cancer. 2015;51(14):1946–52.
Chen EJ, Sowalsky AG, Gao S, Cai C, Voznesensky O, Schaefer R, et al. Abiraterone treatment in castration-resistant prostate cancer selects for progesterone responsive mutant androgen receptors. Clin Cancer Res. 2015;21(6):1273–80.
Romanel A, Gasi Tandefelt D, Conteduca V, Jayaram A, Casiraghi N, Wetterskog D, et al. Plasma AR and abiraterone-resistant prostate cancer. Sci Transl Med. 2015;7(312):312re10.
Azad AA, Volik SV, Wyatt AW, Haegert A, Le Bihan S, Bell RH, et al. Androgen receptor gene aberrations in circulating cell-free DNA: biomarkers of therapeutic resistance in castration-resistant prostate cancer. Clin Cancer Res. 2015;21(10):2315–24.
Mostaghel EA, Marck BT, Plymate SR, Vessella RL, Balk S, Matsumoto AM, et al. Resistance to CYP17A1 inhibition with abiraterone in castration-resistant prostate cancer: induction of steroidogenesis and androgen receptor splice variants. Clin Cancer Res. 2011;17(18):5913–25.
Salvi S, Casadio V, Conteduca V, Burgio SL, Menna C, Bianchi E, et al. Circulating cell-free AR and CYP17A1 copy number variations may associate with outcome of metastatic castration-resistant prostate cancer patients treated with abiraterone. Br J Cancer. 2015;112(10):1717–24.
Danila DC, Morris MJ, de Bono JS, Ryan CJ, Denmeade SR, Smith MR, et al. Phase II multicenter study of abiraterone acetate plus prednisone therapy in patients with docetaxel-treated castration-resistant prostate cancer. J Clin Oncol. 2010;28(9):1496–501.
Scher HI, Heller G, Molina A, Attard G, Danila DC, Jia X, et al. Circulating tumor cell biomarker panel as an individual-level surrogate for survival in metastatic castration-resistant prostate cancer. J Clin Oncol. 2015;33(12):1348–55.
Tummala R, Nadiminty N, Lou W, Evans CP, Gao AC. Lin28 induces resistance to anti-androgens via promotion of AR splice variant generation. Prostate. 2016;76(5):445–55.
Attard G, de Bono JS, Logothetis CJ, Fizazi K, Mukherjee SD, Joshua AM, et al. Improvements in radiographic progression-free survival stratified by ERG gene status in metastatic castration-resistant prostate cancer patients treated with abiraterone acetate. Clin Cancer Res. 2015;21(7):1621–7.
Danila DC, Anand A, Sung CC, Heller G, Leversha MA, Cao L, et al. TMPRSS2-ERG status in circulating tumor cells as a predictive biomarker of sensitivity in castration-resistant prostate cancer patients treated with abiraterone acetate. Eur Urol. 2011;60(5):897–904.
Ferraldeschi R, Nava Rodrigues D, Riisnaes R, Miranda S, Figueiredo I, Rescigno P, et al. PTEN protein loss and clinical outcome from castration-resistant prostate cancer treated with abiraterone acetate. Eur Urol. 2015;67(4):795–802.
Burgio SL, Conteduca V, Menna C, Carretta E, Rossi L, Bianchi E, et al. Chromogranin A predicts outcome in prostate cancer patients treated with abiraterone. Endocr Relat Cancer. 2014;21(3):487–93.
Heck MM, Thaler MA, Schmid SC, Seitz AK, Tauber R, Kübler H, et al. Chromogranin A and neuron-specific enolase serum levels as predictors of treatment outcome in metastatic castration-resistant prostate cancer patients under abiraterone therapy. BJU Int. 2016. Doi:10.1111/bju.13493.
Scher HI, Fizazi K, Saad F, Taplin ME, Sternberg CN, Miller K, et al. Increased survival with enzalutamide in prostate cancer after chemotherapy. N Engl J Med. 2012;367(13):1187–97.
Beer TM, Armstrong AJ, Rathkopf DE, Loriot Y, Sternberg CN, Higano CS, et al. Enzalutamide in metastatic prostate cancer before chemotherapy. N Engl J Med. 2014;371(5):424–33.
Hoffman-Censits J, Kelly WK. Enzalutamide: a novel antiandrogen for patients with castrate-resistant prostate cancer. Clin Cancer Res. 2013;19(6):1335–9.
Shore ND, Chowdhury S, Villers A, Klotz L, Siemens DR, Phung D, et al. Efficacy and safety of enzalutamide versus bicalutamide for patients with metastatic prostate cancer (TERRAIN): a randomised, double-blind, phase 2 study. Lancet Oncol. 2016;17(2):153–63.
Efstathiou E, Titus M, Wen S, Hoang A, Karlou M, Ashe R, et al. Molecular characterization of enzalutamide-treated bone metastatic castration-resistant prostate cancer. Eur Urol. 2015;67(1):53–60.
Nakazawa M, Lu C, Chen Y, Paller CJ, Carducci MA, Eisenberger MA, et al. Serial blood-based analysis of AR-V7 in men with advanced prostate cancer. Ann Oncol. 2015;26(9):1859–65.
Nadiminty N, Tummala R, Liu C, Yang J, Lou W, Evans CP, et al. NF-κB2/p52 induces resistance to enzalutamide in prostate cancer: role of androgen receptor and its variants. Mol Cancer Ther. 2013;12(8):1629–37.
Liu C, Lou W, Zhu Y, Nadiminty N, Schwartz CT, Evans CP, et al. Niclosamide inhibits androgen receptor variants expression and overcomes enzalutamide resistance in castration-resistant prostate cancer. Clin Cancer Res. 2014;20(12):3198–210.
Joseph JD, Lu N, Qian J, Sensintaffar J, Shao G, Brigham D, et al. A clinically relevant androgen receptor mutation confers resistance to second-generation antiandrogens enzalutamide and ARN-509. Cancer Discov. 2013;3(9):1020–9.
Wyatt AW, Azad AA, Volik SV, Annala M, Beja K, McConeghy B, et al. Genomic alterations in cell-free dna and enzalutamide resistance in castration-resistant prostate cancer. JAMA Oncol. 2016. Doi:10.1001/jamaoncol.2016.0494.
Hoefer J, Akbor M, Ofer P, Puhr M, Culig Z, Klocker H, et al. Critical role of androgen receptor level in prostate cancer cell resistance to new generation antiandrogen enzalutamide. Oncotarget. 2016. Doi:10.18632/oncotarget.10926.
Arora VK, Schenkein E, Murali R, Subudhi SK, Wongvipat J, Balbas MD, et al. Glucocorticoid receptor confers resistance to antiandrogens by bypassing androgen receptor blockade. Cell. 2013;155(6):1309–22.
Nguyen HG, Yang JC, Kung HJ, Shi XB, Tilki D, Lara Jr PN, et al. Targeting autophagy overcomes Enzalutamide resistance in castration-resistant prostate cancer cells and improves therapeutic response in a xenograft model. Oncogene. 2014;33(36):4521–30.
Jones D, Wade M, Nakjang S, Chaytor L, Grey J, Robson CN, et al. FOXA1 regulates androgen receptor variant activity in models of castrate-resistant prostate cancer. Oncotarget. 2015;6(30):29782–94.
Bishop JL, Sio A, Angeles A, Roberts ME, Azad AA, Chi KN, et al. PD-L1 is highly expressed in Enzalutamide resistant prostate cancer. Oncotarget. 2015;6(1):234–42.
Pfister D, Heidenreich A, Porres D. Biomarker docetaxel-based chemotherapy. Urologe A. 2013;52(9):1261–4.
Matsuyama H, Shimabukuro T, Hara I, Kohjimoto Y, Suzuki K, Koike H, et al. Combination of hemoglobin, alkaline phosphatase, and age predicts optimal docetaxel regimen for patients with castration-resistant prostate cancer. Int J Clin Oncol. 2014;19(5):946–54.
Okegawa T, Itaya N, Hara H, Tambo M, Nutahara K. Circulating tumor cells as a biomarker predictive of sensitivity to docetaxel chemotherapy in patients with castration-resistant prostate cancer. Anticancer Res. 2014;34(11):6705–10.
Thalgott M, Heck MM, Eiber M, Souvatzoglou M, Hatzichristodoulou G, Kehl V, et al. Circulating tumor cells versus objective response assessment predicting survival in metastatic castration-resistant prostate cancer patients treated with docetaxel chemotherapy. J Cancer Res Clin Oncol. 2015;141(8):1457–64.
Thalgott M, Rack B, Eiber M, Souvatzoglou M, Heck MM, Kronester C, et al. Categorical versus continuous circulating tumor cell enumeration as early surrogate marker for therapy response and prognosis during docetaxel therapy in metastatic prostate cancer patients. BMC Cancer. 2015;15:458.
Darshan MS, Loftus MS, Thadani-Mulero M, Levy BP, Escuin D, Zhou XK, et al. Taxane-induced blockade to nuclear accumulation of the androgen receptor predicts clinical responses in metastatic prostate cancer. Cancer Res. 2011;71(18):6019–29.
Lin HM, Castillo L, Mahon KL, Chiam K, Lee BY, Nguyen Q, et al. Circulating microRNAs are associated with docetaxel chemotherapy outcome in castration-resistant prostate cancer. Br J Cancer. 2014;110(10):2462–71.
Dijkstra S, Leyten GH, Jannink SA, de Jong H, Mulders PF, van Oort IM, et al. KLK3, PCA3, and TMPRSS2-ERG expression in the peripheral blood mononuclear cell fraction from castration-resistant prostate cancer patients and response to docetaxel treatment. Prostate. 2014;74(12):1222–30.
Kienel A, Porres D, Heidenreich A, Pfister D. cfDNA as a prognostic marker of response to taxane based chemotherapy in patients with prostate cancer. J Urol. 2015;194(4):966–71.
Reig Ò, Marín-Aguilera M, Carrera G, Jiménez N, Paré L, García-Recio S, et al. TMPRSS2-ERG in Blood and docetaxel resistance in metastatic castration-resistant prostate cancer. Eur Urol. 2016. Doi:10.1016/j.eururo.2016.02.034.
Corcoran C, Rani S, O’Brien K, O’Neill A, Prencipe M, Sheikh R, et al. Docetaxel-resistance in prostate cancer: evaluating associated phenotypic changes and potential for resistance transfer via exosomes. PLoS One. 2012;7(12):e50999.
Onstenk W, Sieuwerts AM, Kraan J, Van M, Nieuweboer AJ, Mathijssen RH, et al. Efficacy of cabazitaxel in castration-resistant prostate cancer is independent of the presence of AR-V7 in circulating tumor cells. Eur Urol. 2015;68(6):939–45.
Zhang G, Liu X, Li J, Ledet E, Alvarez X, Qi Y, et al. Androgen receptor splice variants circumvent AR blockade by microtubule-targeting agents. Oncotarget. 2015;6(27):23358–71.
Antonarakis ES, Lu C, Luber B, Wang H, Chen Y, Nakazawa M, et al. Androgen receptor splice variant 7 and efficacy of taxane chemotherapy in patients with metastatic castration-resistant prostate cancer. JAMA Oncol. 2015;1(5):582–91.
Puhr M, Hoefer J, Schäfer G, Erb HH, Oh SJ, Klocker H, et al. Epithelial-to-mesenchymal transition leads to docetaxel resistance in prostate cancer and is mediated by reduced expression of miR-200c and miR-205. Am J Pathol. 2012;181(6):2188–201.
Corcoran C, Rani S, O’Driscoll L. miR-34a is an intracellular and exosomal predictive biomarker for response to docetaxel with clinical relevance to prostate cancer progression. Prostate. 2014;74(13):1320–34.
Mahon KL, Lin HM, Castillo L, Lee BY, Lee-Ng M, Chatfield MD, et al. Cytokine profiling of docetaxel-resistant castration-resistant prostate cancer. Br J Cancer. 2015;112(8):1340–8.
Zhao L, Lee BY, Brown DA, Molloy MP, Marx GM, Pavlakis N, et al. Identification of candidate biomarkers of therapeutic response to docetaxel by proteomic profiling. Cancer Res. 2009;69(19):7696–703.
Chen B, Yu S, Ding X, Jing C, Xia L, Wang M, et al. The role of testicular nuclear receptor 4 in chemo-resistance of docetaxel in castration-resistant prostate cancer. Cancer Gene Ther. 2014;21(10):411–5.
Crea F, Duhagon Serrat MA, Hurt EM, Thomas SB, Danesi R, Farrar WL. BMI1 silencing enhances docetaxel activity and impairs antioxidant response in prostate cancer. Int J Cancer. 2011;128(8):1946–54.
De Bono JS, Oudard S, Ozguroglu M, Hansen S, Machiels JP, Kocak I, et al. Prednisone plus cabazitaxel or mitoxantrone for metastatic castration-resistant prostate cancer progressing after docetaxel treatment: a randomised open-label trial. Lancet. 2010;376(9747):1147–54.
Angelergues A, Maillet D, Fléchon A, Ozgüroglu M, Mercier F, Guillot A, et al. Prostate-specific antigen flare induced by cabazitaxel-based chemotherapy in patients with metastatic castration-resistant prostate cancer. Eur J Cancer. 2014;50(9):1602–9.
Ghosn M, Dagher A, El-Karak F. Prostate-specific antigen doubling time and response to cabazitaxel in a hormone-resistant metastatic prostate cancer patient. J Biomed Res. 2015;29(5):420–2.
Meisel A, von Felten S, Vogt DR, Liewen H, de Wit R, de Bono J, et al. Severe neutropenia during cabazitaxel treatment is associated with survival benefit in men with metastatic castration-resistant prostate cancer (mCRPC): a post-hoc analysis of the TROPIC phase III trial. Eur J Cancer. 2016;56:93–100.
Heidenreich A, Bracarda S, Mason M, Ozen H, Sengelov L, Van Oort I, et al. Safety of cabazitaxel in senior adults with metastatic castration-resistant prostate cancer: results of the European compassionate-use programme. Eur J Cancer. 2014;50(6):1090–9.
Lorente D, Mateo J, Templeton AJ, Zafeiriou Z, Bianchini D, Ferraldeschi R, et al. Baseline neutrophil-lymphocyte ratio (NLR) is associated with survival and response to treatment with second-line chemotherapy for advanced prostate cancer independent of baseline steroid use. Ann Oncol. 2015;26(4):750–5.
Ramachandran K, Speer C, Nathanson L, Claros M, Singal R. Role of DNA methylation in cabazitaxel resistance in prostate cancer. Anticancer Res. 2016;36(1):161–8.
Kantoff PW, Schuetz TJ, Blumenstein BA, Glode LM, Bilhartz DL, Wyand M, et al. Overall survival analysis of a phase II randomized controlled trial of a poxviral-based PSA-targeted immunotherapy in metastatic castration-resistant prostate cancer. J Clin Oncol. 2010;28(7):1099–105.
GuhaThakurta D, Sheikh NA, Fan LQ, Kandadi H, Meagher TC, Hall SJ, et al. Humoral immune response against nontargeted tumor antigens after treatment with sipuleucel-T and its association with improved clinical outcome. Clin Cancer Res. 2015;21(16):3619–30.
Small EJ, Lance RS, Gardner TA, Karsh LI, Fong L, McCoy C, et al. A randomized phase II trial of sipuleucel-T with concurrent versus sequential abiraterone acetate plus prednisone in metastatic castration-resistant prostate cancer. Clin Cancer Res. 2015;21(17):3862–9.
McNeel DG, Gardner TA, Higano CS, Kantoff PW, Small EJ, Wener MH, et al. A transient increase in eosinophils is associated with prolonged survival in men with metastatic castration-resistant prostate cancer who receive sipuleucel-T. Cancer Immunol Res. 2014;2(10):988–99.
Parker C, Nilsson S, Heinrich D, Helle SI, O’Sullivan JM, Fossa SD, et al. Alpha emitter radium-223 and survival in metastatic prostate cancer. N Engl J Med. 2013;369(3):213–23.
Etchebehere EC, Araujo JC, Fox PS, Swanston NM, Macapinlac HA, Rohren EM. Prognostic factors in patients treated with 223Ra: the role of skeletal tumor burden on baseline 18F-fluoride PET/CT in predicting overall survival. J Nucl Med. 2015;56(8):1177–84.
Mateo J, Carreira S, Sandhu S, Miranda S, Mossop H, Perez-Lopez R, et al. DNA-repair defects and olaparib in metastatic prostate cancer. N Engl J Med. 2015;373(18):1697–708.
Angulo JC, Andrés G, Ashour N, Sánchez-Chapado M, López JI, Ropero S. Development of castration resistant prostate cancer can be predicted by a DNA hypermethylation profile. J Urol. 2016;195(3):619–26.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Funding
None.
Conflict of Interest
The authors declare no conflict of interest regarding this manuscript. Isabel Heidegger has received an unrestricted grant from Bayer, and payment for lectures from Janssen. Axel Heidenreich has received grants from Astellas and Sanofi, and consulting fees, honoraria, support for travel, manuscript preparation or other purposes, and payment for lectures from Amgen, Astellas, Bayer, Dendreon, Sanofi, Janssen, Ferring, Ipsen, Pfizer, and Takeda. David Pfister has received travel support from Astellas and Sanofi, and payment for lectures from Astellas, Sanofi, Janssen, and Ferring.
Rights and permissions
About this article
Cite this article
Heidegger, I., Heidenreich, A. & Pfister, D. New Biomarkers for Selecting the Best Therapy Regimens in Metastatic Castration-Resistant Prostate Cancer. Targ Oncol 12, 37–45 (2017). https://doi.org/10.1007/s11523-016-0461-6
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11523-016-0461-6