Abstract
Purpose:
Reliable molecular diagnostic tools are still unavailable for making informed treatment decisions and monitoring the response in castration resistant prostate cancer (CRPC) patients. In this study we evaluated the significance of whole blood-circulating androgen receptor (AR) transcripts of full length (AR-FL) and splice variants (AR-Vs: AR-V1, -V3, and -V7) as biomarkers of abiraterone acetate (AA) treatment resistance in CRPC patients.
Materials and Methods:
After retrospective analysis in 112 prostate specimens, AR-FL, -V1, -V3, and -V7 were evaluated in 185 serial blood samples, prospectively collected from 102 CRPC patients before and during AA therapy via reverse transcription quantitative PCR.
Results:
AR-FL was present in all samples while AR-V1, -V3, -V7, and at least one of them was detected in 17%, 55%, 65%, and 81% of CRPC blood samples, respectively. The highest amount of AR-V1 was found in patients’ blood whose response time was short and medium in comparison to extended. Patients having a higher level of AR-FL and/or AR-V1 had the shortest PFS and OS (P<0.0001).
Conclusions:
Blood-circulating AR-FL or -V1 can serve as blood-based biomarkers for identification of the primary resistance to AA and the tool to monitor de novo resistance development during AA treatment.
Keywords: prostatic neoplasms, castration-resistant, drug resistance, neoplasm, abiraterone acetate, receptors, androgen, liquid biopsy
Introduction
Prostate cancer (PCa) is one of the most common malignancies worldwide, and the second leading cause of cancer-related death among men in Europe and North America,1,2 while the absolute majority of mortality is attributed to castration-resistant PCa (CRPC). Over the last decade overall survival and quality of life for CRPC patients has improved with the introduction of new pharmacological therapies.3 Therapeutic armamentarium has been enriched with new taxanes (docetaxel and cabazitaxel), radionuclide radium-223, immunotherapy (Sipuleucel-T) and new generation androgen receptor (AR)-targeted drugs – AR inhibitors enzalutamide (EN), apalutamide and androgen synthesis inhibitor abiraterone acetate (AA).4 However, because of biologic heterogeneity of CRPC, 20–40% of the patients have primary resistance to these novel compounds.5,6 Therefore more advances are required in the identification of predictive biomarkers for CRPC treatment personalization initially, and at the time of progression.
There is now ample evidence that the AR axis remains active and plays the main role in the progression to CRPC. This happens, at least in part, due to the aberrantly expressed full length androgen receptor (AR-FL) and androgen receptor splice variants (AR-Vs) that lack ligand-binding domain and therefore are constitutively active. Since this discovery, AR-Vs have been strongly related to development of AR-directed treatment resistance.7–10 To date, there are over 20 known AR-Vs;11 however, AR-V7, the most abundant form of AR-V detected in RNA and protein level in clinical specimens,12 remains the predominant topic of AR-Vs studies. Detection of circulating AR-V7, encouraged initiation an array of translational studies and development of the commercial blood tests, but the number of wide-range studies on the AR transcript and its variants in whole blood is still insufficient for a comprehensive understanding of biological heterogeneity of CRPC.13–15
In this study, we performed a comprehensive analysis of AR transcripts (AR-FL, AR-V1, -V3, and -V7) in prostate tissue specimens as well as in whole blood, collected from CRPC patients prior and during treatment with AA to evaluate the association with treatment response and survival outcomes.
Materials and Methods
Patient cohorts and healthy donors
We analyzed 100 cancerous and 12 non-cancerous tissue samples (NPTs) in prostatectomy specimens from 112 men with elevated PSA and evidence of PCa at biopsy and who underwent radical prostatectomy (RP) as reported previously.16,17 Data for prostate-specific antigen progression-free survival were available for 98 patients. Within median follow-up of 30.5 months, 27 out of 98 patients (27.6%) developed biochemical recurrence (BCR), which was defined by two consecutive PSA values of ≥0.2 ng/mL and rising after RP.
Blood specimens were collected prospectively between February 2017 and November 2018 from 102 metastatic CRPC patients treated with AA. Blood samples (PAXgene Blood RNA Tubes) were collected at initiation of the treatment (AA-0) and every 6th month afterwards or at the time of disease progression (AA-1/2). Disease progression was defined when any two of three criteria were fulfilled: PSA progression, radiologic progression and/or clinical deterioration. For comparison, blood samples from 13 age-matched asymptomatic men were collected (age median 63.0 years). Progression-free survival (PFS) and overall survival (OS) were defined as the time from the initiation of the AA treatment until documented evidence of the disease progression or death from any cause, with follow-up available for 98/102 (96.1%) cases (the treatment outcome of 4 patients was unknown). Based on PFS, all patients were stratified into treatment response groups: extended response (>8 months; ER), medium (3–8 months; MR) and short (<3 months; SR). Eleven patients who started AA treatment but decided to discontinue and died within a few months were assigned to the SR group.
Detailed clinico-pathological characteristics of all PCa and CRPC patients are summarized in Supplementary Tables S1 and S2, respectively. Details on metastatic disease and patient assignment to AA treatment are presented in Supplementary Methods.
Sample collection and RNA extraction
Total RNA was extracted from 30 mg of snap-frozen and ground prostate tissue specimens by using mirVana miRNA Isolation Kit (Ambion, Thermo Fisher Scientific (TFS)) or TRIzol (TFS) according to the manufacturer’s protocols. Total RNA from 2.5 mL frozen blood drawn into the PAXgene Blood RNA Tube was extracted with the PAXgene Blood RNA Kit (both from PreAnalytiX, QIAGEN / BD Company) according to the manufacturer’s protocol. Cell lysate was spiked with 666 fg of synthetic KLK3-IC as an internal control (Supplementary Methods).
cDNA synthesis and RT-qPCR analysis
Information on the cDNA synthesis and reverse transcription quantitative PCR is provided in the Supplementary Methods. For primer specificity analysis, Fluidigm platform was used (Fluidigm Corporation (FC), Biomark HD) following the protocol published by Danila and colleagues.18
Statistical analysis
The Supplementary Methods contains details on statistical analysis.
Results
AR-Vs expression analysis in prostate tissue
The expression of AR transcripts (AR-FL and 3 AR-Vs: -V1, -V3, and -V7) was analyzed in primary 100 cancerous and 12 non-cancerous prostate tissues (NPT) obtained at RP. At a low level, AR-Vs were detected in all NPTs, but a significantly higher expression of AR-V1 and AR-V7 (P=0.025 and P=0.027, respectively) was observed in PCa (Fig. 1A). AR-V7 was also significantly (P=0.010) upregulated in PCa cases, that further developed BCR (Fig. 1B). Survival analysis confirmed, though at the margin of statistical significance, that BCR-free survival was shorter in cases with increased AR-V7 expression (P=0.050) (Fig. 1C).
Fig. 1.

Analysis of AR-FL and AR-Vs in prostate tissue (A-C) and CRPC patients’ blood samples (D-F). In tissue analysis (A-C), expression of AR transcripts was compared between cancerous (PCa) and noncancerous prostate tissues (NPT) (A) and sample groups according to biochemical recurrence (BCR+/−) after radical prostatectomy (B). (C) Kaplan-Meier BCR-free survival curves of AR-V7. In blood analysis (D-F), detection and high level rates of AR-Vs in blood samples collected from CRPC patients prior treatment with abiraterone acetate (AA-0) (D), in subsequent blood samples (AA-1/2) (E) and altogether (F).
Detecting AR-Vs in whole blood
AR transcripts (AR-FL, -V1, -V3, and -V7) were tested in 198 blood samples, collected from 102 CRPC patients (185 samples) and 13 age-matched healthy men (13 samples). AR-FL was detected in all (N=185) CRPC blood samples, whereas detection rates of AR-V1, -V3, and -V7 were lower: 17% (N=31), 55% (N=101), and 65% (N=121), respectively. Eighty-one percent of CRPC samples (149/185) were positive for at least one AR-V.
For stratification of AR-Vs level into high and low, cutoff values were set up according to the lowest ΔCt values (meaning the highest abundance) in control samples. Statistical comparisons were made with both the dichotomous (categorized into high/low) and continuous (uncategorized) AR-Vs level, and were stated. Forty four percent of samples (82/185) had at least one AR-V at high level. Categorized AR-Vs level (high vs low) together with the overall detection rates in initial and subsequent CRPC samples are provided in Fig. 1, D and E, respectively. AR-Vs level between AA-0 and subsequent samples showed a quite similar distribution (Fig. 1E). Venn diagram analysis confirmed that AR-Vs tended to be detected together (Fig. 1F and Supplementary Results).
Blood-circulating AR transcripts at baseline predict response to AA
Based on PFS, half of the patients had short and medium response (SR and MR) to AA treatment (<8.0 mo, 49/98, 50.0%); detailed response rates and survival times are given in Fig. 2A. To investigate whether AR-Vs may predict response to AA treatment, the abundance of AR transcripts (AR-FL and AR-Vs) was measured in blood samples collected before AA therapy (N=102). The lowest abundance of all AR transcripts was detected in blood samples of patients with extended response (ER) while a 10.1-fold difference in the amount of AR-V1 was revealed in the blood of MR cases (P=0.023) and 41.7-fold in patients with SR (P<0.001) (Fig. 2B).
Fig 2.

Prediction of response to AA treatment by the level of AR transcripts at baseline and variation of AR transcript level in CRPC patients’ blood during the treatment. (A) Progression-free survival of patients treated with AA, grouped by the response time (for 14 patients AA was prescribed as a 2nd-line treatment after docetaxel which is marked by grey lines in every slice). (B) Prediction of response to AA therapy from AR-FL and AR-Vs, detected in patients’ blood samples collected before treatment initiation. Comparison of AR-FL (C), -V1 (D), -V3 (E), and -V7 (F) transcripts level in blood samples collected from AA treated CRPC patients showing extended vs. short response to AA therapy. * depicts P≤0.050; ** – P<0.001
AR-Vs amounts vary during AA treatment
After collecting blood samples at baseline (AA-0, N=102), when available, 2 more samplings were done after 6 months or at the point of disease progression (AA-1, N=74; AA-2, N=9). The smallest amounts of all AR transcripts were found in serial samples from the ER group, while the highest – in the SR group (Fig. 2C–F).
AR-Vs as predictors of PFS in patients treated with AA
Univariate and multivariate Cox proportional hazards regression analyses were performed to analyze the association between the blood-circulating level of AR transcripts (AR-FL and AR-Vs) that was measured at baseline as continuous and dichotomous variables, clinico-pathological parameters, and survival (PFS and OS).
The univariate analysis of AR-Vs as dichotomous variables revealed that patients with a higher level of AR-FL had significantly shorter PFS (P=0.006). Out of the AR variants, the strongest association with PFS was detected for AR-V1. Adjusting for other determinants, in backward multivariate analysis only AR-FL retained an independent prognostic power to predict PFS (Supplementary Table S3). The Kaplan-Meier analysis confirmed a tendency of shorter PFS for patients having a higher level of AR-FL (Fig. 3A) or AR-V1 (Fig. 3B). PFS was also significantly shorter for patients who had a high level of either AR transcript (Fig. 3E) or a combination of AR-FL and either of AR-V separately (Fig. 3F–H). However, the combination of AR-FL and AR-V1 predicted PFS the most significantly (6.6 vs. 19.9 mo; P<0.0001; HR 3.0, 95% CI 1.7–5.1; Fig. 3F).
Fig 3.

Kaplan-Meier analysis of progression-free survival prediction according to level of androgen receptor (AR-FL) (A), AR-V1 (B), -V3 (C), and -V7 (D) and various combinations in whole blood collected from abiraterone acetate treated patients at baseline (E-H)
AR-Vs as predictors of OS in patients treated with AA
In univariate analyses, AR-FL and all AR-Vs except for AR-V7 were associated with shorter OS, while in backward multivariate analyses, continuous and into high/low dichotomized values of AR-FL and AR-V1 were independent predictors for OS (Supplementary Table S3). Kaplan-Meier analyses confirmed that higher level of AR-FL (Fig. 4A), AR-V1 (Fig. 4B), AR-V3 (Fig. 4C) or combinations of AR-FL with AR-Vs altogether (Fig. 4E) or separately (Fig. 4F–H) are significantly associated with shorter OS. However, the tandem of AR-FL and AR-V1 remained the most significant combination for OS prediction (13.2 mo vs. not reached; P<0.0001; HR 3.7, 95% CI 2.2–6.2; Fig. 5F).
Fig 4.

Kaplan-Meier analysis of overall survival prediction according to level of androgen receptor (AR-FL) (A), AR-V1 (B), -V3 (C), and -V7 (D) and various combinations in whole blood collected from abiraterone acetate treated patients at baseline (E-H)
Discussion
Primary and acquired resistance to a new-generation AR-targeted therapies is a common phenomenon in CRPC treatment and approximately a quarter of the patients do not properly respond to AA or EN.19 There is increasing evidence that resistance to AA or EN therapies may be, in part, due to the expression of AR-Vs that lead to the formation of constitutively active AR proteins that drive CRPC progression even in the absence of androgens. Multiple AR-Vs have been characterized and linked to CRPC development; however, the broad clinical value of these markers remains controversial,20,21 and wide-spectrum AR-V analyses are still lacking. Therefore only thorough analysis of known AR-Vs, can aid in the development of biomarkers for primary and secondary AA resistance identification and improve management of CRPC.
In this study, after transcript preselection in a pilot examination, the expression of AR-FL, AR-V1, AR-V3, and AR-V7 was investigated in PCa and non-cancerous prostatic tissues, as well as in the blood collected from CRPC patients at baseline and during AA treatment. In line with previous research,9,22 expression analysis of AR transcripts in hormone-naïve PCa tissue revealed a significantly higher expression of AR-V1 and AR-V7 in cancerous tissue and its correlation with BCR. The data suggests that already at the time of diagnosis, prostatic carcinoma confers the predisposition for the development of eventual resistance to androgen deprivation therapy (ADT),23 and, according to the AR-Vs expression level, might be stratified into the subgroups for the most appropriate treatment.
Quantitative reverse transcription PCR and custom-designed assays were used for AR transcripts detection in whole blood. Out of the 185 whole blood samples analyzed in our study, 81% were positive for at least one AR-V transcript and at least one AR-V transcript was identified at a high level in 44% of the samples. A high level of AR-FL and/or AR-V1 was identified as a potential biomarker of predicting the response to AA treatment. Particularly, patients having higher levels of AR-FL and AR-V1 in blood samples collected at baseline showed primary resistance to AA and experienced a rapid progression of the disease. A higher AR-FL and AR-V1 level was also associated with shorter OS. AR-FL is the main therapeutic target in PCa, and the upregulated expression of this key biomarker has been reported in numerous cell line and clinical specimen, especially CRPC, studies.24 AR-V1 has been found upregulated in CRPC in comparison to hormone-naïve PCa,9 but to the best of our knowledge this study is the first to demonstrate the link between associated AR-FL and AR-V1 in whole blood and response to AA therapy.
Although the most common AR variant in our and other studies was AR-V7 and the strongest association with the resistance to treatment was previously attributed to AR-V7,25 the clinical utility of this biomarker remains controversial. In many reports, no or weak association has been reported between AR-V7 and PSA decline,20,21,26 PSA-PFS,21 and OS in EN-treated cohort.27 In our study, the prognostic power of AR-V7 was weak, but the combination with other markers (AR-FL and all tested AR transcripts) helped to improve it. In addition to AR-V7, the capacity to predict treatment outcomes from the whole blood has been reported for blood-circulating AR-V1228 and AR-V921, showing contradictory results. Analyzed together with AR-V7, AR-V12 was associated with treatment resistance,28 while a combination of AR-V7 and -V9 failed to predict treatment outcomes as patients with AR-Vs still benefited from AA or EN treatment.21 We tested several AR-Vs in a pilot study, but the detection rates for AR-V9 and -V12 in the blood were too low for further analysis. Of note, in our study AR-FL was detected in all samples, and the level of AR-FL correlated with the level of all AR-Vs, which is in concordance with a recent research on PCa metastasis.29 The pressure of AR-directed therapies (e.g. ADT) was shown to cause the increase in transcriptional and splicing rates of AR and raise the overall AR-FL transcript level, eventually triggering formation of various AR-Vs.30 Therefore, a concomitant detection of various AR-Vs highlights that analysis and inhibition of several AR-Vs might be clinically more significant than exclusive focus on AR-V7.
Regardless of high sensitivity and careful technical validation of the method, this study has several drawbacks. Since the level of transcripts of interest in blood sample is low, precautions should be taken with sample collection, storage, and preparation to ensure the quality of RNA. In this study, PAXgene Blood RNA tubes were used, preserving the sample and ensuring high quality of RNA for at least a decade. Regarding the low transcript level, to avoid any background expression from peripheral blood mononuclear cells (PBMCs), selected genes must be highly PCa-specific. Despite the consideration that AR-V transcripts are highly PCa-specific, they were detected in healthy control blood samples in this study similarly as have been reported by other research teams.20,25,26 This demonstrates non-specific signals from PBMCs that might still have interfered with the results. Despite the fact that asymptomatic subjects were age-matched and their samples were processed in parallel with those of the study patients, the size of the control group was relatively small. Because of unknown outcomes and due to the prospective nature of the study, it was difficult to maintain the uniformity and proportions of the cohort; therefore, some patient subgroups were smaller and that may have affected the statistics. Prospectively collected samples also had shorter follow-up time compared to well-characterized retrospective cohorts with longer follow-up periods.
Conclusions
This is the first report of a thorough analysis of full-length AR and AR-V1, -V3, and -V7 in prostate tissues and whole blood from prospectively collected CRPC cases treated with AA. The data suggests that AR transcripts can be used for patients’ selection for AA treatment, and the whole blood-based assay might be more technically eligible and acceptable for AR-Vs detection in clinical settings.
Supplementary Material
Abbreviations and Acronyms
- AA
abiraterone acetate
- AR
androgen receptor
- AR-FL
full length androgen receptor
- AR-V
androgen receptor variant
- BCR
biochemical recurrence
- CRPC
castration resistant prostate cancer
- OS
overall survival
- PCa
prostate cancer
- PFS
progression-free survival
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