Abstract
Background
Sex steroid hormone receptors mediate essential processes in normal prostate growth and contribute to prostate cancer development.
Method
In this study, we investigated the association between common inherited variation of the AR, ESR1, and ESR2 genes and two clinically relevant traits: the risk of developing aggressive prostate cancer and the response to androgen deprivation therapy (ADT) in a hospital-based cohort. A total of 43 tagging single nucleotide polymorphisms covering the loci of AR (n = 4), ESR1 (n = 32), and ESR2 (n = 7) were successfully genotyped in 4,073 prostate cancer cases.
Results
None of these single nucleotide polymorphisms were significantly associated with disease aggressiveness as assessed by the D'Amico risk classification, pathologic stage, or the response to ADT.
Conclusions
Our results suggest that common genetic variations in AR, ESR1, or ESR2 are not strongly associated with prostate cancer aggressiveness or response to ADT.
Impact
Our study did not find convincing evidence of inherited variations in the major receptors for androgens and estrogens and their associations with prostate cancer traits.
Introduction
Prostate cancer accounts for one fourth of all cancer diagnosed in men in the United States every year (1). Although most men will have an indolent form of the disease, aggressive prostate cancer is one of the major causes of death among men in developed countries (2). Androgen deprivation therapy (ADT) is the most commonly used treatment for advanced prostate cancer (3). Despite frequent responses, the majority of metastatic tumors will progress to castration-resistant prostate cancer, which is typically lethal (4). Therefore, it is important to understand the mechanisms involved in the development of aggressive prostate cancer and the progression to castration-resistant disease.
Sex steroid hormones, such as androgens and estrogens, are essential in normal prostate growth and carcinogenesis (5, 6). Accumulating evidence indicates that androgens, estrogens, and their corresponding receptors play crucial roles in prostate cancer development and progression (7, 8). Aberrant expression or mutations of hormone receptors in tumors are also found to be associated with prostate cancer aggressiveness and the development of resistance to ADT (9, 10). Recently, molecular epidemiologic studies have been conducted to evaluate the association of genetic polymorphisms in androgen receptor (AR), estrogen receptor α (ESR1), and estrogen receptor β (ESR2) with prostate cancer risk (11-16), but the results are inconclusive.
To investigate whether inherited variation in AR, ESR1, and ESR2 loci contribute to prostate cancer aggressiveness or the response to ADT, we systematically evaluated the AR, ESR1, and ESR2 loci in a large hospital-based prostate cancer patient cohort.
Materials and Methods
Study population
Details of the Dana-Farber Harvard Cancer Center SPORE (Gelb Center) Prostate Cancer Clinical Research Information System (CRIS) at the Dana-Farber Cancer Institute (DFCI) have been previously described (17). Briefly, the CRIS system consists of data-entry software, a central data repository, collection of patient data including comprehensive follow-up of all patients, and tightly integrated security measures. All patients seen at DFCI and Brigham and Women's Hospital with a diagnosis of prostate cancer are approached to participate. The consent rate for patients is 86%. The Institute Review Board approved this study specifically.
A total of 4,073 prostate cancer patients diagnosed from 1976 to 2007, who had consented during the period from 1993 to 2007 to provide information and tissue and had blood collected for research purposes, were included in this study cohort (18). To control the quality of the ethnicity information from the self-reported data, we sampled 3% of self-reported Caucasians (n = 180) and performed genotyping using 26 single nucleotide polymorphisms (SNP) that distinguish the Caucasian population from non-Caucasian populations (19). The genotyping data showed that none of the tested samples were in discordance, confirming the reliability of self-reported Caucasian ethnicity. For all individuals who ambiguously reported their ethnicity, including those reported as “American,” or those who did not report ethnicity information, their ethnicity was determined by genotyping using the same set of 26 SNPs. Only reliably self-reported or genotyping-confirmed Caucasians were eligible for this study. Age at diagnosis was calculated from the date of the first positive biopsy. Using the D'Amico risk classification criteria, prostate cancer patients were classified as low, intermediate, or high risk of clinical recurrence after primary therapy (20). Briefly, three risk groups were established based on serum prostate-specific antigen (PSA) level, biopsy Gleason score, and American Joint Commission on Cancer (AJCC) clinical tumor category at diagnosis. Low-risk patients had a PSA of 10 ng/mL, a Gleason score of ≤6, and tumor category T1c or T2a. Intermediate-risk patients had a PSA of 10.1 to 20 ng/mL or Gleason score of 7 or tumor category T2b. High-risk patients had a PSA of >20 ng/mL or Gleason score of 8 or tumor category T2c. Because original D'Amico risk classification was set to predict biochemical outcome of localized patients, in this study, patients who diagnosed with N1 or M1 diseases were regarded as high D'Amico risk class. Within the entire cohort, 1,716 of 4,073 patients were known to have undergone radical prostatectomy as the primary treatment. Pathologic stage was acquired by reviewing pathology reports. A subset of 553 patients out of the entire cohort belonged to the previously described ADT cohort for evaluating ADT efficacy (21, 22). Briefly, the ADT cohort included patients who received orchiectomy or Luteinizing-hormone-releasing hormone (LHRH) with or without an antiandrogen for nonlocalized, hormone-sensitive prostate cancer.
SNP selection and genotyping
The approach for tagging SNP selection was as previously described (23). To select SNPs for AR, ESR1, and ESR2, phase II data of Utah residents with Northern and Western European ancestry (CEU) population from the International HapMap project were used. The tagging SNPs were selected by pairwise algorithm implemented in the Haploview 4.1 program (24) to capture the unmeasured variants r2 > 0.8. In total, we selected 6 SNPs in AR, 35 SNPs in ESR1, and 7 SNPs in ESR2, which could capture common variation among the CEU population of each locus. The genotyping was done using with Sequenom iPLEX matrix-assisted laser desorption/ionization–time of flight mass spectrometry technology. Genotyping of one selected tagging SNP in AR (rs5919393) and three SNPs in ESR1 (rs12154178, rs3020325, and rs9340931) failed. Another SNP in AR, rs5031002, was excluded from further analysis due to its low frequency in the studied population (minor allele frequency = 0.023). Average genotyping success for all other SNPs was 97.9% (range, 92.7-99.8%). The concordance rate between duplicated samples (n = 255) was 99.96%.
Statistical analysis
Observed genotype distributions were tested for departure from Hardy-Weinberg equilibrium using Pearson's goodness-of-fit test. No SNP violated Hardy-Weinberg equilibrium (all P values > 0.05). The homozygous genotypes of frequencies <5% were combined with their corresponding heterozygous genotype for analysis. To investigate the association of genotypes with early-onset prostate cancer (≤60 years), and with prostate cancer aggressiveness following D'Amico risk classes of patients as previously noted (intermediate/high versus low), we estimated odds ratios and their 95% confidence intervals using unconditional logistic regression. We also examined the association between SNPs and radical prostatectomy pathologic stage (advanced, defined as pathologic T3-T4 or N1 or M1 versus localized T1-T2) with unconditional logistic regression in a sub-cohort with patients who underwent radical prostatectomy. The above analyses, with the exception of those for early-onset prostate cancer, were adjusted for age at diagnosis. In the ADT subcohort, median time to progression on ADT by genotype was estimated using Kaplan-Meier methods. Global association of genotypes with time to progression on ADT were assessed using log rank tests, and hazard ratios and 95% confidence intervals were estimated using Cox proportional hazard regression. The models for ADT subcohort analysis were not adjusted for age. All statistical analyses were done using version SAS version 9.1 (SAS Institute Inc.). A P value that remains <0.05 after 1,000 times permutation testing would be considered as statistically significant in entire cohort or radical prostatectomy subcohort analyses.
Results
Table 1 shows the patient characteristics of the entire cohort. The cohort includes 4,073 Caucasian prostate cancer patients. The mean age at diagnosis was 61.3 years (range, 42-91 years). Among 3,750 patients with biopsy Gleason score information, 1,771 (47%) had biopsy Gleason scores <7, 1,272 (34%) had Gleason scores of 7, and 707 (19%) had Gleason scores >7. A total of 3,056 patients had AJCC clinical stage information; among them, 92% (n = 2807) presented at diagnosis with T1 or T2 disease, 2% (n = 65) had T3 or T4 disease, and 6% (n = 184) were diagnosed with metastatic disease (N1 or M1). A total of 3,518 patients had PSA levels at diagnosis, with a median PSA of 6 ng/mL (Q1, Q3; 5, 11 ng/mL). Sufficient information for modified criteria of D'Amico risk classification was available for 3,347 patients, of whom 1,004 (30%) were low risk, 1,357 (40%) intermediate risk, and 986 (30%) high risk. A total of 1,716 patients underwent radical prostatectomy, of whom 1,161 (68%) had organ-confined (T1 or T2) disease at the time of receiving surgery, whereas 475 (28%) had extraprostatic tumors (T3 or T4) and 80 (4%) had metastatic tumors (N1 or M1). The pathologic Gleason score was <7 in 652 (39%), 7 in 769 (45%), and ≥7 in 1,040 (16%) patients. The characteristics of the ADT subcohort were as previously described (21, 22).
Table 1.
Clinical characteristics of study cohort
| Patients (n) |
4,073 |
|---|---|
| Ethnicity | Caucasian |
| Age at diagnosis (n) | 3,983 |
| Mean (y) | 61.3 |
| Median, y (Q1,Q3) | 61 (55, 67) |
| Biopsy Gleason score at diagnosis (n) | 3,750 |
| <7 (%) | 1,771 (47.2) |
| 7 (%) | 1,272 (33.9) |
| >7 (%) | 707 (18.9) |
| Clinical stage (n)* | 3,056 |
| T1-T2 (%) | 2,807 (91.9) |
| T3-T4 (%) | 65 (2.1) |
| N1 (%) | 46 (1.5) |
| M1 (%) | 138 (4.5) |
| PSA at diagnosis (n) | 3,518 |
| Median, ng/mL (Q1, Q3) | 6 (5,11) |
| D’ Amico risk classification (%) | 3,347 |
| Low | 1,004 (30.0) |
| Intermediate | 1,357 (40.5) |
| High | 986 (29.5) |
| Radical prostatectomy subcohort (n) | 1,716 |
| Pathologic Gleason score (n) | 1,692 |
| <7 (%) | 652 (38.5) |
| 7 (%) | 769 (45.5) |
| >7 (%) | 271 (16.0) |
| Pathologic stage (n)* | 1,716 |
| T1-T2 (%) | 1,161 (67.7) |
| T3-T4 (%) | 475 (27.7) |
| N1 (%) | 76 (4.4) |
| M1 (%) | 4 (0.2) |
T1-T2 representing T1-T2, N0 or Nx, M0 or Mx; T3-T4 representing T3-T4, N0 or Nx, M0 or Mx; N1 representing T1-T4 or Tx, N1, M0 or Mx; M1 representing T1-T4 or Tx, N0 or Nx, M1 according to AJCC staging.
Forty-three SNPs across the AR, ESR1, and ESR2 genes were successfully genotyped in this cohort. Table 2 shows the results for the association between these variants and age at diagnosis, disease aggressiveness, and response to ADT. We did not observe convincing significant associations of these SNPs with any of the traits. Although some SNPs (rs1204038 of AR, and rs2077647, rs532010, rs17081749, rs6902771, and rs3936674 of ESR1) showed nominally significant associations with early-onset or advanced-stage prostate cancer, considering the number of tests done, it is likely that these nominally significant results were due to chance. For example, none of them remained P < 0.05 after the adjustment for multiple comparisons, such as permutation testing.
Table 2.
Gene locations and association with prostate cancer aggressiveness and efficiency of androgen deprivation therapy
| Gene/SNP | Frequency | Location | OR (95% CI) |
HR (95% CI) |
||
|---|---|---|---|---|---|---|
| Age at diagnosis, ≤60 y vs. >60 y | D'Amico risk class, high/intermediate vs. low | Pathologic stages, advanced vs. localized | Patients on ADT | |||
| (n = 4,073) | (n = 3,938) | (n = 3,347) | (n = 1,716) | (n = 553) | ||
| AR | ||||||
| rs1204038 | Intron 1 | P = 0.04 | P = 0.38 | P = 0.81 | P = 0.86 | |
| G | 84.8% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| A | 15.2% | 1.22 (1.01-1.47) | 1.11 (0.88-1.40) | 0.96 (0.70-1.32) | 1.03 (0.75-1.40) | |
| rs2361634 | Intron 1 | P = 0.68 | P = 0.95 | P = 0.94 | P = 0.67 | |
| A | 93.7% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| G | 6.3% | 1.06 (0.82-1.37) | 1.01 (0.74-1.37) | 1.02 (0.67-1.54) | 0.93 (0.65-1.32) | |
| rs5919411 | Intron 3 | P = 0.38 | P = 0.37 | P = 0.22 | P = 0.66 | |
| G | 93.3% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| A | 6.7% | 1.12 (0.87-1.44) | 1.15 (0.85-1.56) | 0.77 (0.51-1.17) | 0.91 (0.59-1.40) | |
| rs12011518 | Intron 4 | P = 0.69 | P = 0.96 | P = 0.80 | P = 0.08 | |
| G | 92.5% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| T | 7.5% | 1.05 (0.83-1.33) | 1.01 (0.75-1.35) | 1.05 (0.70-1.58) | 0.75 (0.50-1.12) | |
| ESR1 | ||||||
| rs6935443 | Near 5′ | P = 0.33 | P = 0.87 | P = 0.30 | P = 0.79 | |
| AA | 66.0% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG/GG | 34.0% | 0.94 (0.82-1.07) | 1.01 (0.86-1.19) | 1.12 (0.90-1.40) | 0.97 (0.78-1.21) | |
| rs9478244 | Near 5′ | P = 0.46 | P = 0.57 | P = 0.37 | P = 0.51 | |
| AA | 66.9% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG/GG | 33.1% | 0.95 (0.83-1.09) | 1.05 (0.89-1.23) | 1.10 (0.89-1.37) | 1.08 (0.86-1.34) | |
| rs2077647 | Exon 1(S10S) | P = 0.01 | P = 0.84 | P = 0.03 | P = 0.02 | |
| TT | 26.8% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 48.4% | 0.81 (0.70-0.95) | 1.01 (0.84-1.22) | 0.74 (0.57-0.95) | 1.34 (1.04-1.73) | |
| CC | 24.8% | 0.96 (0.80-1.15) | 1.07 (0.87-1.33) | 0.72 (0.54-0.97) | 0.99 (0.74-1.33) | |
| rs532010 | Intron 1 | P = 0.08 | P = 0.63 | P = 0.04 | P = 0.14 | |
| GG | 35.6% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 48.5% | 0.86 (0.72-1.03) | 1.01 (0.81-1.25) | 1.13 (0.83-1.52) | 1.25 (0.92-1.70) | |
| AA | 15.9% | 0.99 (0.83-1.20) | 0.95 (0.76-1.19) | 1.41 (1.03-1.93) | 1.02 (0.74-1.41) | |
| rs17081698 | Intron 1 | P = 0.62 | P = 0.60 | P = 0.61 | P = 0.31 | |
| TT | 81.1% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| GT/GG | 18.9% | 1.04 (0.89-1.22) | 0.95 (0.79-1.15) | 0.93 (0.72-1.22) | 0.87 (0.66-1.14) | |
| rs9340788 | Intron 1 | P = 0.95 | P = 0.53 | P = 0.64 | P = 0.22 | |
| CC | 90.4% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AC/AA | 9.6% | 0.99 (0.80-1.24) | 0.92 (0.71-1.19) | 1.09 (0.77-1.54) | 1.27 (0.87-1.85) | |
| rs17081749 | Intron 1 | P = 0.005 | P = 0.93 | P = 0.68 | P = 0.16 | |
| TT | 76.6% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| GT/GG | 23.4% | 0.81 (0.70-0.94) | 1.01 (0.84-1.20) | 0.95 (0.75-1.21) | 1.19 (0.93-1.51) | |
| rs6902771 | Intron 1 | P = 0.01 | P = 0.87 | P = 0.01 | P = 0.53 | |
| TT | 29.8% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 48.9% | 0.81 (0.69-0.95) | 0.93 (0.76-1.13) | 1.01 (0.77-1.32) | 1.11 (0.85-1.46) | |
| CC | 21.3% | 1.01 (0.85-1.20) | 0.93 (0.75-1.15) | 1.37 (1.03-1.83) | 0.98 (0.73-1.32) | |
| rs3936674 | Intron 2 | P = 0.65 | P = 0.35 | P = 0.01 | P = 0.28 | |
| GG | 43.6% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 45.4% | 0.94 (0.82-1.07) | 1.12 (0.95-1.31) | 0.86 (0.69-1.07) | 1.18 (0.95-1.47) | |
| AA | 11.0% | 0.77 (0.79-1.20) | 1.14 (0.88-1.47) | 0.61 (0.43-0.89) | 0.99 (0.68-1.43) | |
| rs712221 | Intron 2 | P = 0.90 | P = 0.73 | P = 0.09 | P = 0.85 | |
| TT | 19.0% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AT | 48.2% | 1.02 (0.86-1.20) | 0.95 (0.77-1.17) | 1.20 (0.90-1.60) | 1.06 (0.80-1.40) | |
| AA | 32.8% | 0.98 (0.82-1.18) | 0.90 (0.73-1.13) | 1.32 (0.97-1.79) | 1.00 (0.75-1.35) | |
| rs1643821 | Intron 2 | P = 0.94 | P = 0.66 | P = 0.18 | P = 0.43 | |
| GG | 33.3% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 47.8% | 1.03 (0.89-1.18) | 1.09 (0.92-1.29) | 0.98 (0.78-1.24) | 1.16 (0.92-1.46) | |
| AA | 18.9% | 1.02 (0.85-1.22) | 1.08 (0.87-1.34) | 0.80 (0.59-1.08) | 1.04 (0.77-1.40) | |
| rs7761846 | Intron 3 | P = 0.18 | P = 0.29 | P = 0.26 | P = 0.22 | |
| TT | 87.1% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT/CC | 12.9% | 0.88 (0.73-1.06) | 1.13 (0.90-1.43) | 1.19 (0.88-1.61) | 0.82 (0.60-1.12) | |
| rs2347923 | Intron 3 | P = 0.46 | P = 0.31 | P = 0.52 | P = 0.91 | |
| CC | 9.2% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AC | 42.5% | 1.15 (0.91-1.44) | 0.87 (0.66-1.15) | 1.13 (0.77-1.64) | 1.00 (0.69-1.44) | |
| AA | 48.3% | 1.15 (0.92-1.44) | 0.99 (0.75-1.30) | 0.96 (0.66-1.39) | 1.04 (0.72-1.51) | |
| rs1514347 | Intron 3 | P = 0.35 | P = 0.41 | P = 0.27 | P = 0.88 | |
| TT | 5.7% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 35.0% | 1.06 (0.80-1.43) | 1.00 (0.70-1.41) | 0.92 (0.58-1.48) | 0.97 (0.63-1.49) | |
| CC | 59.3% | 0.96 (0.73-1.28) | 1.10 (0.78-1.54) | 0.78 (0.49-1.23) | 0.93 (0.61-1.40) | |
| rs2347867 | Intron 3 | P = 0.62 | P = 0.85 | P = 0.16 | P = 0.85 | |
| GG | 11.3% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 44.5% | 0.92 (0.74-1.14) | 0.92 (0.71-1.20) | 1.09 (0.78-1.54) | 0.99 (0.71-1.38) | |
| AA | 44.2% | 0.90 (0.73-1.11) | 0.98 (0.74-1.25) | 0.86 (0.61-1.23) | 1.06 (0.76-1.48) | |
| rs2347868 | Intron 3 | P = 0.65 | P = 0.25 | P = 0.29 | P = 0.90 | |
| TT | 5.5% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 35.0% | 1.10 (0.82-1.48) | 0.91 (0.64-1.51) | 1.02 (0.64-1.63) | 0.98 (0.62-1.55) | |
| CC | 59.5% | 1.04 (0.78-1.39) | 1.04 (0.73-1.48) | 0.85 (0.54-1.35) | 0.94 (0.60-1.46) | |
| rs6912184 | Intron 3 | P = 0.20 | P = 0.09 | P = 0.84 | P = 0.94 | |
| GG | 5.9% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 34.5% | 1.29 (0.97-1.70) | 0.92 (0.65-1.30) | 0.89 (0.56-1.40) | 1.08 (0.70-1.65) | |
| AA | 59.6% | 1.27 (0.97-1.67) | 1.09 (0.78-1.53) | 0.86 (0.55-1.34) | 1.07 (0.71-1.62) | |
| rs9371564 | Intron 3 | P = 0.60 | P = 0.62 | P = 0.76 | P = 0.87 | |
| GG | 44.0% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 44.7% | 1.00 (0.88-1.14) | 0.93 (0.79-1.09) | 1.12 (0.90-1.40) | 1.02 (0.82-1.27) | |
| AA | 11.3% | 0.91 (0.74-1.11) | 0.91 (0.71-1.17) | 1.06 (0.76-1.50) | 0.93 (0.67-1.30) | |
| rs3020401 | Intron 4 | P = 0.70 | P = 0.49 | P = 0.24 | P = 0.92 | |
| GG | 11.4% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 45.0% | 0.99 (0.81-1.22) | 1.16 (0.90-1.49) | 0.89 (0.64-1.24) | 0.98 (0.71-1.36) | |
| AA | 43.6% | 0.94 (0.77-1.16) | 1.13 (0.88-1.45) | 0.76 (0.54-1.06) | 0.94 (0.68-1.31) | |
| rs932480 | Intron 4 | P = 0.33 | P = 0.43 | P = 0.03 | P = 0.60 | |
| GT/TT | 32.5% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| GG | 67.5% | 0.94 (0.82-1.07) | 0.94 (0.80-1.10) | 0.79 (0.63-0.98) | 0.95 (0.76-1.18) | |
| rs1884052 | Intron 4 | P = 0.64 | P = 0.68 | P = 0.05 | P = 0.71 | |
| CG/GG | 27.9% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CC | 72.1% | 0.97 (0.84-1.11) | 1.04 (0.88-1.22) | 0.80 (0.64-1.00) | 0.96 (0.76-1.20) | |
| rs726281 | Intron 4 | P = 0.29 | P = 0.54 | P = 0.37 | P = 0.78 | |
| GG | 8.2% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 38.9% | 0.83 (0.65-1.06) | 1.00 (0.74-1.34) | 0.88 (0.61-1.28) | 0.91 (0.64-1.30) | |
| AA | 52.9% | 0.84 (0.66-1.06) | 0.92 (0.69-1.22) | 0.78 (0.54-1.12) | 0.98 (0.69-1.39) | |
| rs9397463 | Intron 4 | P = 0.88 | P = 0.16 | P = 0.90 | P = 0.29 | |
| CT/TT | 26.7% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CC | 73.3% | 0.99 (0.86-1.14) | 0.89 (0.75-1.05) | 0.97 (0.77-1.23) | 1.13 (0.90-1.43) | |
| rs9340954 | Intron 4 | P = 0.16 | P = 0.51 | P = 0.27 | P = 0.36 | |
| TT | 54.4% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| GT | 37.5% | 1.05 (0.92-1.20) | 1.08 (0.92-1.27) | 1.19 (0.96-1.49) | 0.96 (0.77-1.19) | |
| GG | 8.1% | 1.26 (0.99-1.59) | 1.18 (0.88-1.57) | 1.27 (0.89-1.81) | 1.27 (0.87-1.85) | |
| rs722208 | Intron 4 | P = 0.10 | P = 0.49 | P = 0.22 | P = 0.31 | |
| GG | 8.4% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 36.6% | 0.84 (0.65-1.06) | 0.87 (0.65-1.17) | 0.93 (0.64-1.33) | 0.74 (0.51-1.09) | |
| AA | 55.0% | 0.78 (0.62-0.99) | 0.82 (0.62-1.09) | 0.77 (0.54-1.09) | 0.78 (0.54-1.13) | |
| rs9340958 | Intron 4 | P = 0.22 | P = 0.51 | P = 0.98 | P = 0.11 | |
| CT/TT | 16.6% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CC | 83.4% | 0.90 (0.75-1.07) | 0.93 (0.76-1.15) | 0.96 (0.72-1.28) | 0.80 (0.62-1.05) | |
| rs9340978 | Intron 5 | P = 0.13 | P = 0.91 | P = 0.29 | P = 0.06 | |
| GG | 86.4% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG/AA | 13.6% | 1.16 (0.96-1.40) | 1.01 (0.81-1.27) | 1.17 (0.87-1.58) | 1.34 (1.00-1.80) | |
| rs6932864 | Intron 5 | P = 0.70 | P = 0.44 | P = 0.51 | P = 0.32 | |
| GG | 79.2% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG/AA | 20.8% | 1.03 (0.89-1.20) | 1.08 (0.89-1.30) | 1.09 (0.85-1.38) | 0.88 (0.69-1.13) | |
| rs3020371 | Intron 6 | P = 0.21 | P = 0.03 | P = 0.24 | P = 0.58 | |
| TT | 11.0% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 43.1% | 0.84 (0.68-1.05) | 1.05 (0.81-1.37) | 1.09 (0.78-1.54) | 0.83 (0.58-1.20) | |
| CC | 45.9% | 0.86 (0.69-1.07) | 0.85 (0.65-1.10) | 0.88 (0.62-1.24) | 0.82 (0.57-1.19) | |
| rs3778089 | Intron 6 | P = 0.63 | P = 0.37 | P = 0.85 | P = 0.71 | |
| GG | 78.8% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG/AA | 20.2% | 1.04 (0.89-1.21) | 1.09 (0.90-1.31) | 1.02 (0.80-1.31) | 0.95 (0.75-1.22) | |
| rs2982896 | Intron 6 | P = 0.93 | P = 0.06 | P = 0.11 | P = 0.32 | |
| CT/TT | 38.2% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CC | 61.8% | 1.00 (0.88-1.13) | 0.86 (0.74-1.01) | 0.83 (0.67-1.02) | 0.90 (0.73-1.11) | |
| rs2813545 | Near 3′ | P = 0.91 | P = 0.55 | P = 0.63 | P = 0.27 | |
| GG | 64.6% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CG/CC | 35.4% | 1.01 (0.88-1.15) | 1.05 (0.90-1.23) | 1.06 (0.85-1.31) | 0.89 (0.72-1.10) | |
| ESR2 | ||||||
| rs3020444 | Intron 1 | P = 0.92 | P = 0.54 | P = 0.84 | P = 0.84 | |
| AA | 40.9% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 44.7% | 1.03 (0.90-1.18) | 0.93 (0.79-1.10) | 1.08 (0.86-1.35) | 0.95 (0.70-1.27) | |
| GG | 14.4% | 1.00 (0.83-1.22) | 0.90 (0.71-1.13) | 1.10 (0.79-1.53) | 1.01 (0.75-1.37) | |
| rs10137185 | Intron 1 | P = 0.51 | P = 0.17 | P = 0.51 | P = 0.74 | |
| CC | 81.4% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT/TT | 18.6% | 1.06 (0.90-1.24) | 1.15 (0.91-1.39) | 0.92 (0.70-1.19) | 0.96 (0.74-1.23) | |
| rs1256033 | Intron 3 | P = 0.28 | P = 0.19 | P = 0.18 | P = 0.86 | |
| GG | 31.0% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AG | 48.6% | 0.99 (0.86-1.15) | 0.90 (0.76-1.07) | 0.96 (0.76-1.21) | 0.96 (0.75-1.22) | |
| AA | 20.4% | 0.88 (0.74-1.05) | 1.08 (0.86-1.33) | 0.78 (0.57-1.05) | 0.92 (0.69-1.23) | |
| rs1256044 | Intron 4 | P = 0.35 | P = 0.15 | P = 0.48 | P = 0.86 | |
| TT | 33.7% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 48.0% | 1.01 (0.88-1.16) | 0.90 (0.76-1.06) | 0.97 (0.77-1.22) | 0.98 (0.78-1.23) | |
| CC | 18.3% | 0.89 (0.75-1.07) | 1.08 (0.86-1.35) | 0.85 (0.62-1.15) | 0.92 (0.69-1.24) | |
| rs4986938 | Intron 8 | P = 0.59 | P = 0.91 | P = 0.04 | P = 0.10 | |
| TT | 15.8% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT | 47.1% | 1.04 (0.86-1.25) | 1.01 (0.81-1.26) | 1.13 (0.84-1.53) | 0.72 (0.53-0.98) | |
| CC | 37.1% | 0.97 (0.80-1.17) | 1.03 (0.82-1.30) | 0.83 (0.61-1.14) | 0.73 (0.53-1.00) | |
| rs8006145 | Intron 8 | P = 0.77 | P = 0.97 | P = 0.24 | P = 0.49 | |
| CC | 48.8% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| AC | 42.0% | 0.97 (0.85-1.11) | 1.02 (0.87-1.20) | 1.21 (0.97-1.51) | 1.05 (0.84-1.32) | |
| AA | 9.2% | 1.05 (0.83-1.32) | 0.99 (0.76-1.31) | 1.23 (0.84-1.78) | 1.26 (0.86-1.85) | |
| rs8018687 | Exon 9 (3′ UTR) | P = 0.51 | P = 0.62 | P = 0.20 | P = 0.52 | |
| TT | 86.3% | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | 1.00 (reference) | |
| CT/CC | 13.7% | 0.94 (0.78-1.13) | 0.95 (0.76-1.18) | 0.82 (0.60-1.11) | 0.90 (0.64-1.25) | |
Abbreviations: OR, odds ratio; HR, hazard ratio; 95% CI, 95% confidence interval; UTR, untranslated region.
Discussion
This was a large hospital-based study involving 4,073 cases that examined the association of inherited variation in AR, ESR1, and ESR2 with clinically relevant traits: age at diagnosis, prostate cancer aggressiveness, and the efficacy of ADT. No strong associations were observed. The strengths of our study include large sample size, detailed clinical information, and comprehensive evaluation of common genetic variation.
A prior study reported that an AR promoter SNP, rs17302090, was modestly significantly associated with an increased risk of prostate cancer death (25). The study also reported that this finding was more pronounced in patients who received ADT as primary treatment at diagnosis. However, we did not identify any associations between rs1204038, which is in strong linkage disequilibrium with rs17302090 (D’ = 1.00, r2 = 0.80), and prostate cancer aggressiveness or ADT efficacy.
Hormonal status is clearly an important factor in prostate cancer biology. To date, however, there has been little evidence supporting the influence of common genetic variation on various prostate cancer–related traits. In our study, we did not find convincing evidence of inherited variations in the major receptors for androgens and estrogens and their associations with prostate cancer traits. There are several possible reasons for the lack of associations. First, aberrant expression, mutation, or splice variants of hormone receptors are frequently found mechanisms in prostate cancer progress and castration-resistance development. These somatic alterations may play a larger role than the influence of low-penetrant genetic variants for these traits. Second, other genes besides hormonal receptors in the steroidogenic and metabolic pathways are also important for prostate development and antiandrogen therapy response. Inherited variants in sex hormonal receptor genes perhaps interact with other variants in these pathways and play roles cooperatively. Last but not least, the current research strategy allows us to explore the role of common genetic variation; rare variants in these (or other) genes may be important in disease progression and response to the treatment.
Acknowledgments
Grant Support
SPORE in Prostate Cancer 2 P50 CA090381-06 and a Prostate Cancer Foundation Challenge Grant.
The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
Footnotes
Current address for W.K Oh: Department of Medical Oncology, Mount Sinai School of Medicine, New York, NY 10029.
Disclosure of Potential Conflicts of Interest
No potential conflicts of interest were disclosed.
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