174 results on '"Bergman AM"'
Search Results
2. Second-Line Cabazitaxel Treatment in Castration-Resistant Prostate Cancer Clinical Trials Compared to Standard of Care in CAPRI: Observational Study in the Netherlands
- Author
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Westgeest, Hans, Kuppen, Malou, Van den Eertwegh, AJM, de Wit, Ronald, Coenen, J, van den Berg, HP, Mehra, N, van Oort, IM, Fossion, L, Hendriks, MP, Bloemendal, HJ, van de Luijtgaarden, ACM, Huinink, DT, van den Bergh, ACM, Bosch, JG, Polee, MB, Weijl, N, Bergman, AM, Uyl - de Groot, Carin, Gerritsen, WR, Westgeest, Hans, Kuppen, Malou, Van den Eertwegh, AJM, de Wit, Ronald, Coenen, J, van den Berg, HP, Mehra, N, van Oort, IM, Fossion, L, Hendriks, MP, Bloemendal, HJ, van de Luijtgaarden, ACM, Huinink, DT, van den Bergh, ACM, Bosch, JG, Polee, MB, Weijl, N, Bergman, AM, Uyl - de Groot, Carin, and Gerritsen, WR
- Published
- 2019
3. The genomic landscape of metastatic castration-resistant prostate cancers reveals multiple distinct genotypes with potential clinical impact
- Author
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van Dessel, Lisanne, van Riet, Job, Smits, M, Zhu, YY, Hamberg, P, van der Heijden, MS, Bergman, AM, van Oort, IM, de Wit, Ronald, Voest, EE, Steeghs, N, Yamaguchi, TN, Livingstone, J, Boutros, PC, Martens, John, Sleijfer, Stefan, Cuppen, E, Zwart, W, van de Werken, Harmen, Mehra, N, Lolkema, Martijn, van Dessel, Lisanne, van Riet, Job, Smits, M, Zhu, YY, Hamberg, P, van der Heijden, MS, Bergman, AM, van Oort, IM, de Wit, Ronald, Voest, EE, Steeghs, N, Yamaguchi, TN, Livingstone, J, Boutros, PC, Martens, John, Sleijfer, Stefan, Cuppen, E, Zwart, W, van de Werken, Harmen, Mehra, N, and Lolkema, Martijn
- Published
- 2019
4. Combined cabazitaxel and carboplatin treatment of metastatic castration resistant prostate cancer patients, with innate or acquired resistance to cabazitaxel monotherapy
- Author
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van der Zande, K., Tutuhatunewa-Louhanepessy, RD., Hamberg, P., Ras, S., de Feijter, JM, Dezentjé, VO, Broeks, A., Cornelissen, S., Beeker, A., van der Noort, V., Zwart, W., and Bergman, AM.
- Abstract
•Innate or acquired resistance to cabazitaxel in mCRPC patients is a common event•Addition of carboplatin in these cases, results in a secondary response•Secondary PSA responses are found in approximately a quarter of patients•In our study a secondary response was not related to genetic mutations•In our study a secondary response was not related to clinical features
- Published
- 2024
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5. Androgen receptor profiling predicts prostate cancer outcome
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Stelloo, S, Nevedomskaya, E, van der Poel, HG, Jong, Jan, van Leenders, Arno, Jenster, Guido, Wessels, LFA, Bergman, AM, Zwart, W, Stelloo, S, Nevedomskaya, E, van der Poel, HG, Jong, Jan, van Leenders, Arno, Jenster, Guido, Wessels, LFA, Bergman, AM, and Zwart, W
- Abstract
Prostate cancer is the second most prevalent malignancy in men. Biomarkers for outcome prediction are urgently needed, so that high-risk patients could be monitored more closely postoperatively. To identify prognostic markers and to determine causal players in prostate cancer progression, we assessed changes in chromatin state during tumor development and progression. Based on this, we assessed genomewide androgen receptor/chromatin binding and identified a distinct androgen receptor/chromatin binding profile between primary prostate cancers and tumors with an acquired resistance to therapy. These differential androgen receptor/chromatin interactions dictated expression of a distinct gene signature with strong prognostic potential. Further refinement of the signature provided us with a concise list of nine genes that hallmark prostate cancer outcome in multiple independent validation series. In this report, we identified a novel gene expression signature for prostate cancer outcome through generation of multilevel genomic data on chromatin accessibility and transcriptional regulation and integration with publically available transcriptomic and clinical datastreams. By combining existing technologies, we propose a novel pipeline for biomarker discovery that is easily implementable in other fields of oncology.
- Published
- 2015
6. Effect of staurosporine and ucn-01 on gemcitabine cytotoxicity in relation to cell cycle effects and p53 status
- Author
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Sigmond, J, primary, Leon, LG, primary, Kamphuis, JAE, primary, Bergman, AM, primary, and Peters, GJ, primary
- Published
- 2012
- Full Text
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7. Biological Activity of 1-Deazapurine Nucleosides: Role of Deoxycytidine Kinase?
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Bergman, AM., primary, Cristalli, G., additional, Vittori, S., additional, Wang, J., additional, Eriksson, S., additional, and Peters, Gj, additional
- Published
- 1999
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8. Low tristetraprolin expression activates phenotypic plasticity and primes transition to lethal prostate cancer in mice.
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Morel KL, Germán B, Hamid AA, Nanda JS, Linder S, Bergman AM, van der Poel H, Hofland I, Bekers EM, Trostel SY, Burkhart DL, Wilkinson S, Ku AT, Kim M, Kim J, Ma D, Plummer JT, You S, Su XA, Zwart W, Sowalsky AG, Sweeney CJ, and Ellis L
- Abstract
Phenotypic plasticity is a hallmark of cancer and increasingly realized as a mechanism of resistance to androgen receptor (AR)-targeted therapy. Now that many prostate cancer (PCa) patients are treated upfront with AR-targeted agents, it's critical to identify actionable mechanisms that drive phenotypic plasticity, to prevent the emergence of resistance. We showed that loss of tristetraprolin (TTP, gene ZFP36) increased NF-κB activation, and was associated with higher rates of aggressive disease and early recurrence in primary PCa. We also examined the clinical and biological impact of ZFP36 loss with co-loss of PTEN, a known driver of PCa. Analysis of multiple independent primary PCa cohorts demonstrated that PTEN and ZFP36 co-loss was associated with increased recurrence risk. Engineering prostate-specific Zfp36 deletion in vivo, induced prostatic intraepithelial neoplasia, and, with Pten co-deletion, resulted in rapid progression to castration-resistant adenocarcinoma. Zfp36 loss altered the cell state driven by Pten loss, demonstrated by enrichment of EMT, inflammation, TNFα/NF-κB, IL6-JAK/STAT3 gene sets. Additionally, our work revealed that ZFP36 loss also induced enrichment of multiple gene sets involved in mononuclear cell migration, chemotaxis, and proliferation. Use of the NF-κB inhibitor, dimethylaminoparthenolide (DMAPT) induced marked therapeutic responses in tumors with PTEN and ZFP36 co-loss and reversed castration resistance.
- Published
- 2024
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9. Genomic and transcriptomic features of androgen receptor signaling inhibitor resistance in metastatic castration-resistant prostate cancer.
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Zhu X, Farsh T, Vis D, Yu I, Li H, Liu T, Sjöström M, Shrestha R, Kneppers J, Severson T, Zhang M, Lundberg A, Moreno Rodriguez T, Weinstein AS, Foye A, Mehra N, Aggarwal RR, Bergman AM, Small EJ, Lack NA, Zwart W, Quigley DA, van der Heijden MS, and Feng FY
- Subjects
- Male, Humans, Cell Line, Tumor, Neoplasm Metastasis, Receptors, Somatostatin genetics, Receptors, Somatostatin metabolism, Gene Expression Regulation, Neoplastic drug effects, Androgen Receptor Antagonists pharmacology, Neoplasm Proteins genetics, Neoplasm Proteins metabolism, Prostatic Neoplasms, Castration-Resistant genetics, Prostatic Neoplasms, Castration-Resistant pathology, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant metabolism, Receptors, Androgen genetics, Receptors, Androgen metabolism, Drug Resistance, Neoplasm genetics, Drug Resistance, Neoplasm drug effects, Signal Transduction drug effects, Transcriptome
- Abstract
BACKGROUNDAndrogen receptor signaling inhibitors (ARSIs) have improved outcomes for patients with metastatic castration-resistant prostate cancer (mCRPC), but their clinical benefit is limited by treatment resistance.METHODSTo investigate the mechanisms of ARSI resistance, we analyzed the whole-genome (n = 45) and transcriptome (n = 31) sequencing data generated from paired metastatic biopsies obtained before initiation of first-line ARSI therapy for mCRPC and after radiographic disease progression. We investigated the effects of genetic and pharmacologic modulation of SSTR1 in 22Rv1 cells, a representative mCRPC cell line.RESULTSWe confirmed the predominant role of tumor genetic alterations converging on augmenting androgen receptor (AR) signaling and the increased transcriptional heterogeneity and lineage plasticity during the emergence of ARSI resistance. We further identified amplifications involving a putative enhancer downstream of the AR and transcriptional downregulation of SSTR1, encoding somatostatin receptor 1, in ARSI-resistant tumors. We found that patients with SSTR1-low mCRPC tumors derived less benefit from subsequent ARSI therapy in a retrospective cohort. We showed that SSTR1 was antiproliferative in 22Rv1 cells and that the FDA-approved drug pasireotide suppressed 22Rv1 cell proliferation.CONCLUSIONOur findings expand the knowledge of ARSI resistance and point out actionable next steps, exemplified by potentially targeting SSTR1, to improve patient outcomes.FUNDINGNational Cancer Institute (NCI), NIH; Prostate Cancer Foundation; Conquer Cancer, American Society of Clinical Oncology Foundation; UCSF Benioff Initiative for Prostate Cancer Research; Netherlands Cancer Institute.
- Published
- 2024
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10. Four-dimensional treatment planning strategies for dynamic tumor tracking.
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Carpentier EE, McDermott RL, Camborde MA, Karan T, Bergman AM, and Mestrovic A
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- Humans, Liver Neoplasms radiotherapy, Liver Neoplasms diagnostic imaging, Respiration, Algorithms, Four-Dimensional Computed Tomography methods, Movement, Radiotherapy Planning, Computer-Assisted methods, Radiotherapy, Intensity-Modulated methods, Radiotherapy Dosage, Organs at Risk radiation effects, Radiosurgery methods
- Abstract
Introduction: Dynamic tumor tracking (DTT) is a motion management technique where the radiation beam follows a moving tumor in real time. Not modelling DTT beam motion in the treatment planning system leaves an organ at risk (OAR) vulnerable to exceeding its dose limit. This work investigates two planning strategies for DTT plans, the "Boolean OAR Method" and the "Aperture Sorting Method," to determine if they can successfully spare an OAR while maintaining sufficient target coverage., Materials and Methods: A step-and-shoot intensity modulated radiation therapy (sIMRT) treatment plan was re-optimized for 10 previously treated liver stereotactic ablative radiotherapy patients who each had one OAR very close to the target. Two planning strategies were investigated to determine which is more effective at sparing an OAR while maintaining target coverage: (1) the "Boolean OAR Method" created a union of an OAR's contours from two breathing phases (exhale and inhale) on the exhale phase (the planning CT) and protected this combined OAR during plan optimization, (2) the "Aperture Sorting Method" assigned apertures to the breathing phase where they contributed the least to an OAR's maximum dose., Results: All 10 OARs exceeded their dose constraints on the original plan four-dimensional (4D) dose distributions and average target coverage was V
100% = 91.3% ± 2.9% (ranging from 85.1% to 94.8%). The "Boolean OAR Method" spared 7/10 OARs, and mean target coverage decreased to V100% = 87.1% ± 3.8% (ranging from 80.7% to 93.7%). The "Aperture Sorting Method" spared 9/10 OARs and the mean target coverage remained high at V100% = 91.7% ± 2.8% (ranging from 84.9% to 94.5%)., Conclusions: 4D planning strategies are simple to implement and can improve OAR sparing during DTT treatments. The "Boolean OAR Method" improved sparing of OARs but target coverage was reduced. The "Aperture Sorting Method" further improved sparing of OARs and maintained target coverage., (© 2024 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals LLC on behalf of American Association of Physicists in Medicine.)- Published
- 2024
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11. Agent-based modeling of the prostate tumor microenvironment uncovers spatial tumor growth constraints and immunomodulatory properties.
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van Genderen MNG, Kneppers J, Zaalberg A, Bekers EM, Bergman AM, Zwart W, and Eduati F
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- Male, Humans, Receptors, Androgen metabolism, Prostate pathology, Androgen Antagonists, Tumor Microenvironment, Systems Analysis, Prostatic Neoplasms, Castration-Resistant metabolism, Prostatic Neoplasms, Castration-Resistant pathology
- Abstract
Inhibiting androgen receptor (AR) signaling through androgen deprivation therapy (ADT) reduces prostate cancer (PCa) growth in virtually all patients, but response may be temporary, in which case resistance develops, ultimately leading to lethal castration-resistant prostate cancer (CRPC). The tumor microenvironment (TME) plays an important role in the development and progression of PCa. In addition to tumor cells, TME-resident macrophages and fibroblasts express AR and are therefore also affected by ADT. However, the interplay of different TME cell types in the development of CRPC remains largely unexplored. To understand the complex stochastic nature of cell-cell interactions, we created a PCa-specific agent-based model (PCABM) based on in vitro cell proliferation data. PCa cells, fibroblasts, "pro-inflammatory" M1-like and "pro-tumor" M2-like polarized macrophages are modeled as agents from a simple set of validated base assumptions. PCABM allows us to simulate the effect of ADT on the interplay between various prostate TME cell types. The resulting in vitro growth patterns mimic human PCa. Our PCABM can effectively model hormonal perturbations by ADT, in which PCABM suggests that CRPC arises in clusters of resistant cells, as is observed in multifocal PCa. In addition, fibroblasts compete for cellular space in the TME while simultaneously creating niches for tumor cells to proliferate in. Finally, PCABM predicts that ADT has immunomodulatory effects on macrophages that may enhance tumor survival. Taken together, these results suggest that AR plays a critical role in the cellular interplay and stochastic interactions in the TME that influence tumor cell behavior and CRPC development., (© 2024. The Author(s).)
- Published
- 2024
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12. Is Higher Docetaxel Clearance in Prostate Cancer Patients Explained by Higher CYP3A? An In Vivo Phenotyping Study with Midazolam.
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van der Heijden LT, Ribbers CA, Vermunt MAC, Pluim D, Acda M, Tibben M, Rosing H, Douma JAJ, Naipal K, Bergman AM, Beijnen JH, Huitema ADR, and Opdam FL
- Subjects
- Humans, Male, Midazolam pharmacokinetics, Docetaxel, Phenotype, Administration, Oral, Cytochrome P-450 CYP3A genetics, Cytochrome P-450 CYP3A metabolism, Prostatic Neoplasms drug therapy
- Abstract
Patients with prostate cancer (PCa) have a lower docetaxel exposure for both intravenous (1.8-fold) and oral administration (2.4-fold) than patients with other solid cancers, which could influence efficacy and toxicity. An altered metabolism by cytochrome P450 3A (CYP3A) due to castration status might explain the observed difference in docetaxel pharmacokinetics. In this in vivo phenotyping, pharmacokinetic study, CYP3A activity defined by midazolam clearance (CL) was compared between patients with PCa and male patients with other solid tumors. All patients with solid tumors who did not use CYP3A-modulating drugs were eligible for participation. Patients received 2 mg midazolam orally and 1 mg midazolam intravenously on 2 consecutive days. Plasma concentrations were measured with a validated liquid chromatography-tandem mass spectrometry method. Genotyping was performed for CYP3A4 and CYP3A5. Nine patients were included in each group. Oral midazolam CL was 1.26-fold higher in patients with PCa compared to patients with other solid tumors (geometric mean [coefficient of variation], 94.1 [33.5%] L/h vs 74.4 [39.1%] L/h, respectively; P = .08). Intravenous midazolam CL did not significantly differ between the 2 groups (P = .93). Moreover, the metabolic ratio of midazolam to 1'-hydroxy midazolam did not differ between the 2 groups for both oral administration (P = .67) and intravenous administration (P = .26). CYP3A4 and CYP3A5 genotypes did not influence midazolam pharmacokinetics. The observed difference in docetaxel pharmacokinetics between both patient groups therefore appears to be explained neither by a difference in midazolam CL nor by a difference in metabolic conversion rate of midazolam., (© 2023, The American College of Clinical Pharmacology.)
- Published
- 2024
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13. It Takes Two to Tango: The Interplay between Prostate Cancer and Its Microenvironment from an Epigenetic Perspective.
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Zaalberg A, Pottendorfer E, Zwart W, and Bergman AM
- Abstract
Prostate cancer is the second most common cancer in men worldwide and is associated with high morbidity and mortality. Consequently, there is an urgent unmet need for novel treatment avenues. In addition to somatic genetic alterations, deviations in the epigenetic landscape of cancer cells and their tumor microenvironment (TME) are critical drivers of prostate cancer initiation and progression. Unlike genomic mutations, epigenetic modifications are potentially reversible. Therefore, the inhibition of aberrant epigenetic modifications represents an attractive and exciting novel treatment strategy for castration-resistant prostate cancer patients. Moreover, drugs targeting the epigenome also exhibit synergistic interactions with conventional therapeutics by directly enhancing their anti-tumorigenic properties by "priming" the tumor and tumor microenvironment to increase drug sensitivity. This review summarizes the major epigenetic alterations in prostate cancer and its TME, and their involvement in prostate tumorigenesis, and discusses the impact of epigenome-targeted therapies.
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- 2024
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14. A common germline variant in CYP11B1 is associated with adverse clinical outcome of treatment with abiraterone or enzalutamide.
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Buck SAJ, Meertens M, van Ooijen FMF, Oomen-de Hoop E, de Jonge E, Coenen MJH, Bergman AM, Koolen SLW, de Wit R, Huitema ADR, van Schaik RHN, and Mathijssen RHJ
- Subjects
- Male, Humans, Steroid 11-beta-Hydroxylase, Androgens, Receptors, Androgen genetics, Prospective Studies, Nitriles therapeutic use, Treatment Outcome, Germ Cells pathology, Membrane Proteins therapeutic use, 3-Oxo-5-alpha-Steroid 4-Dehydrogenase, Prostate-Specific Antigen, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant genetics, Prostatic Neoplasms, Castration-Resistant pathology
- Abstract
Extragonadal androgens play a pivotal role in prostate cancer disease progression on androgen receptor signaling inhibitors (ARSi), including abiraterone and enzalutamide. We aimed to investigate if germline variants in genes involved in extragonadal androgen synthesis contribute to resistance to ARSi and may predict clinical outcomes on ARSi. We included ARSi naive metastatic prostate cancer patients treated with abiraterone or enzalutamide and determined 18 germline variants in six genes involved in extragonadal androgen synthesis. Variants were tested in univariate and multivariable analysis for the relation with overall survival (OS) and time to progression (TTP) by Cox regression, and PSA response by logistic regression. A total of 275 patients were included. From the investigated genes CYP17A1, HSD3B1, CYP11B1, AKR1C3, SRD5A1 and SRD5A2, only rs4736349 in CYP11B1 in homozygous form (TT), present in 54 patients (20%), was related with a significantly worse OS (HR = 1.71, 95% CI 1.09 - 2.68, p = 0.019) and TTP (HR = 1.50, 95% CI 1.08 - 2.09, p = 0.016), and was related with a significantly less frequent PSA response (OR = 0.48, 95% CI 0.24 - 0.96, p = 0.038) on abiraterone or enzalutamide in a multivariable analysis. The frequent germline variant rs4736349 in CYP11B1 is, as homozygote, an independent negative prognostic factor for treatment with abiraterone or enzalutamide in ARSi naive metastatic prostate cancer patients. Our findings warrant prospective investigation of this potentially important predictive biomarker., Competing Interests: Declaration of Competing Interest None., (Copyright © 2023 The Authors. Published by Elsevier Masson SAS.. All rights reserved.)
- Published
- 2023
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15. Cortisol as Biomarker for CYP17-Inhibition is Associated with Therapy Outcome of Abiraterone Acetate.
- Author
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Bruin MAC, Mohmaed Ali MI, van Nuland M, Jacobs BAW, Lucas L, Dezentje VO, de Feijter JM, Rosing H, Bergman AM, Beijnen JH, and Huitema ADR
- Subjects
- Male, Humans, Hydrocortisone, Steroid 17-alpha-Hydroxylase, Chromatography, Liquid, Tandem Mass Spectrometry, Treatment Outcome, Prostate-Specific Antigen therapeutic use, Testosterone therapeutic use, Abiraterone Acetate therapeutic use, Prostatic Neoplasms, Castration-Resistant drug therapy
- Abstract
Background: Abiraterone acetate is an irreversible 17α-hydroxylase/C17, 20-lyase (CYP17) inhibitor approved for the treatment of metastatic castration-resistant prostate cancer (mCRPC) patients. Inhibition of this enzyme leads to low testosterone and cortisol levels in blood. There is growing evidence that clinical efficacy of abiraterone is related to the rate of suppression of serum testosterone. However, quantification of very low levels of circulating testosterone is challenging. We therefore aimed to investigate whether circulating cortisol levels could be used as a surrogate biomarker for CYP17 inhibition in patients with mCRPC treated with abiraterone acetate., Patients and Methods: mCRPC patients treated with abiraterone acetate were included. Abiraterone and cortisol levels were measured with a validated liquid chromatography-tandem mass spectrometry (LC-MS/MS). On treatment cortisol and abiraterone concentrations were related to treatment response and progression free survival., Results: In total 117 patients were included with a median cortisol concentration of 1.13 ng/ml (range: 0.03 - 82.2) and median abiraterone trough concentration (C
min ) of 10.2 ng/ml (range: 0.58 - 92.1). In the survival analyses, abiraterone Cmin ≥ 8.4 ng/mL and cortisol < 2.24 ng/mL were associated with a longer prostate-specific antigen (PSA) independent progression-free survival than patients with an abiraterone concentration ≥ 8.4 ng/mL and a cortisol concentration ≥ 2.24 ng/mL (13.8 months vs. 3.7 months)., Conclusion: Our study shows that cortisol is not an independent predictor of abiraterone response in patients with mCRPC, but it is of added value in combination with abiraterone levels, to predict a response on abiraterone., (© 2023. The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature.)- Published
- 2023
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16. Grade Group 1 Prostate Cancers Exhibit Tumor-defining Androgen Receptor-driven Programs.
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Linder S, Severson TM, van der Mijn KJC, Nevedomskaya E, Siefert JC, Stelloo S, Pomerantz MM, Freedman ML, van der Poel H, Jerónimo C, Henrique R, Bergman AM, and Zwart W
- Subjects
- Male, Humans, Neoplasm Grading, Prostate pathology, Receptors, Androgen genetics, Receptors, Androgen metabolism, Prostatic Neoplasms pathology
- Abstract
Grade group 1 (GG1) primary prostate cancers with a pathologic Gleason score of 6 are considered indolent and generally not associated with fatal outcomes, so treatment is not indicated for most cases. These low-grade cancers have an overall negligible risk of locoregional progression and metastasis to distant organs, which is why there is an ongoing debate about whether these lesions should be reclassified as "noncancerous". However, the underlying molecular activity of key disease drivers, such as the androgen receptor (AR), have thus far not been thoroughly characterized in low-grade tumors. Therefore, we set out to delineate the AR chromatin-binding landscape in low-grade GG1 prostate cancers to gain insights into whether these AR-driven programs are actually tumor-specific or are normal prostate epithelium-like. These analyses showed that GG1 tumors do not harbor a distinct AR cistrome and, similar to higher-grade cancers, AR preferentially binds to tumor-defining cis-regulatory elements. Furthermore, the enhancer activity of these regions and the expression of their respective target genes were not significantly different in GG1 tumors. From an epigenetic perspective, this finding supports the cancer designation currently given to these low-grade tumors and clearly distinguishes them from noncancerous benign tissue. PATIENT SUMMARY: We characterized the molecular activity of the androgen receptor protein, which drives prostate cancer disease, in low-grade tumors. Our results show that these tumors are true cancers and are clearly separate from benign prostate tissue despite their low clinical aggressiveness., (Copyright © 2023 European Association of Urology. Published by Elsevier B.V. All rights reserved.)
- Published
- 2023
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17. Exploring the Onset and Progression of Prostate Cancer through a Multicellular Agent-based Model.
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Passier M, van Genderen MNG, Zaalberg A, Kneppers J, Bekers EM, Bergman AM, Zwart W, and Eduati F
- Subjects
- Male, Humans, Prostate pathology, Tumor Microenvironment, Prostatic Neoplasms genetics, Cancer-Associated Fibroblasts pathology
- Abstract
Over 10% of men will be diagnosed with prostate cancer during their lifetime. Arising from luminal cells of the prostatic acinus, prostate cancer is influenced by multiple cells in its microenvironment. To expand our knowledge and explore means to prevent and treat the disease, it is important to understand what drives the onset and early stages of prostate cancer. In this study, we developed an agent-based model of a prostatic acinus including its microenvironment, to allow for in silico studying of prostate cancer development. The model was based on prior reports and in-house data of tumor cells cocultured with cancer-associated fibroblasts (CAF) and protumor and/or antitumor macrophages. Growth patterns depicted by the model were pathologically validated on hematoxylin and eosin slide images of human prostate cancer specimens. We identified that stochasticity of interactions between macrophages and tumor cells at early stages strongly affect tumor development. In addition, we discovered that more systematic deviations in tumor development result from a combinatorial effect of the probability of acquiring mutations and the tumor-promoting abilities of CAFs and macrophages. In silico modeled tumors were then compared with 494 patients with cancer with matching characteristics, showing strong association between predicted tumor load and patients' clinical outcome. Our findings suggest that the likelihood of tumor formation depends on a combination of stochastic events and systematic characteristics. While stochasticity cannot be controlled, information on systematic effects may aid the development of prevention strategies tailored to the molecular characteristics of an individual patient., Significance: We developed a computational model to study which factors of the tumor microenvironment drive prostate cancer development, with potential to aid the development of new prevention strategies., (© 2023 The Authors; Published by the American Association for Cancer Research.)
- Published
- 2023
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18. Radiogenomics Analysis Linking Multiparametric MRI and Transcriptomics in Prostate Cancer.
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Dinis Fernandes C, Schaap A, Kant J, van Houdt P, Wijkstra H, Bekers E, Linder S, Bergman AM, van der Heide U, Mischi M, Zwart W, Eduati F, and Turco S
- Abstract
Prostate cancer (PCa) is a highly prevalent cancer type with a heterogeneous prognosis. An accurate assessment of tumor aggressiveness can pave the way for tailored treatment strategies, potentially leading to better outcomes. While tumor aggressiveness is typically assessed based on invasive methods (e.g., biopsy), radiogenomics, combining diagnostic imaging with genomic information can help uncover aggressive (imaging) phenotypes, which in turn can provide non-invasive advice on individualized treatment regimens. In this study, we carried out a parallel analysis on both imaging and transcriptomics data in order to identify features associated with clinically significant PCa (defined as an ISUP grade ≥ 3), subsequently evaluating the correlation between them. Textural imaging features were extracted from multi-parametric MRI sequences (T2W, DWI, and DCE) and combined with DCE-derived parametric pharmacokinetic maps obtained using magnetic resonance dispersion imaging (MRDI). A transcriptomic analysis was performed to derive functional features on transcription factors (TFs), and pathway activity from RNA sequencing data, here referred to as transcriptomic features. For both the imaging and transcriptomic features, different machine learning models were separately trained and optimized to classify tumors in either clinically insignificant or significant PCa. These models were validated in an independent cohort and model performance was used to isolate a subset of relevant imaging and transcriptomic features to be further investigated. A final set of 31 imaging features was correlated to 33 transcriptomic features obtained on the same tumors. Five significant correlations ( p < 0.05) were found, of which, three had moderate strength (|r| ≥ 0.5). The strongest significant correlations were seen between a perfusion-based imaging feature-MRDI A median-and the activities of the TFs STAT6 (-0.64) and TFAP2A (-0.50). A higher-order T2W textural feature was also significantly correlated to the activity of the TF STAT6 (-0.58). STAT6 plays an important role in controlling cell proliferation and migration. Loss of the AP2alpha protein expression, quantified by TFAP2A, has been strongly associated with aggressiveness and progression in PCa. According to our findings, a combination of texture features extracted from T2W and DCE, as well as perfusion-based pharmacokinetic features, can be considered for the prediction of clinically significant PCa, with the pharmacokinetic MRDI A feature being the most correlated with the underlying transcriptomic information. These results highlight a link between quantitative imaging features and the underlying transcriptomic landscape of prostate tumors.
- Published
- 2023
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19. Treating Primary Node-Positive Prostate Cancer: A Scoping Review of Available Treatment Options.
- Author
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Zuur LG, de Barros HA, van der Mijn KJC, Vis AN, Bergman AM, Pos FJ, van Moorselaar JA, van der Poel HG, Vogel WV, and van Leeuwen PJ
- Abstract
There is currently no consensus on the optimal treatment for patients with a primary diagnosis of clinically and pathologically node-positive (cN1M0 and pN1M0) hormone-sensitive prostate cancer (PCa). The treatment paradigm has shifted as research has shown that these patients could benefit from intensified treatment and are potentially curable. This scoping review provides an overview of available treatments for men with primary-diagnosed cN1M0 and pN1M0 PCa. A search was conducted on Medline for studies published between 2002 and 2022 that reported on treatment and outcomes among patients with cN1M0 and pN1M0 PCa. In total, twenty-seven eligible articles were included in this analysis: six randomised controlled trials, one systematic review, and twenty retrospective/observational studies. For cN1M0 PCa patients, the best-established treatment option is a combination of androgen deprivation therapy (ADT) and external beam radiotherapy (EBRT) applied to both the prostate and lymph nodes. Based on most recent studies, treatment intensification can be beneficial, but more randomised studies are needed. For pN1M0 PCa patients, adjuvant or early salvage treatments based on risk stratification determined by factors such as Gleason score, tumour stage, number of positive lymph nodes, and surgical margins appear to be the best-established treatment options. These treatments include close monitoring and adjuvant treatment with ADT and/or EBRT.
- Published
- 2023
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20. Incidence and survival of castration-resistant prostate cancer patients with visceral metastases: results from the Dutch CAPRI-registry.
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van den Bergh GPA, Kuppen MCP, Westgeest HM, Mehra N, Gerritsen WR, Aben KKH, van Oort IM, van Moorselaar RJA, Somford DM, van den Eertwegh AJM, Bergman AM, van den Bergh ACM, and Uyl-de Groot CA
- Subjects
- Humans, Male, Incidence, Prognosis, Registries, Retrospective Studies, Lung Neoplasms secondary, Prostatic Neoplasms, Castration-Resistant drug therapy
- Abstract
Background: The objective of this real-world population study is to investigate incidence and treatment of visceral metastases (VMs) in castration resistant prostate cancer (CRPC) patients and their survival., Methods: CRPC-patients in the CAPRI-registry between 2010 and 2016 were included in the analyses and followed till 2017. Outcomes were proportion of patients radiologically screened for VMs and proportion of patients with VMs at CRPC-diagnosis and at the start of every treatment line. Groups have been created based on location of VMs (lung, liver, or both) at date of first VM diagnosis. The outcome for these groups was overall survival (OS). Statistics included descriptive analyses, Kaplan-Meier method, and Cox proportional hazard regression analysis for survival analyses., Results: Of 3602 patients from the CAPRI registry, 457 patients (12.7%) were diagnosed with VMs during follow-up: 230 patients with liver, 161 with lung, and 66 with both liver and lung metastases. The proportion of patients radiologically screened for VMs increased per treatment line as did the occurrence rate of VMs. However, 80% of patients at CRPC diagnosis to 40% in the 6th line were not screened for VMs at the start of a systemic treatment. Median OS was 8.6 months for patients with liver, 18.3 with lung and 10.9 with both liver and lung metastases (p < 0.001) from date of first VM diagnosis. After correction for prognostic factors patients with lung metastases had significantly better OS than patients with liver metastases (HR 0.650, p = 0.001)., Conclusion: This real-world analysis showed that despite the increased rate of radiological staging during follow-up, still 80% to 40% of the patients (CRPC diagnosis to 6th treatment line respectively) were not screened for VMs at the start of a systemic treatment. VMs and location of VMs are key prognostic patient characteristics, impacts survival and have implications for treatment decisions, so routine staging of CRPC-patients is warranted., Clinical Trial Identification: The CAPRI study is registered in the Dutch Trial Registry as NL3440 (NTR3591)., (© 2022. The Author(s), under exclusive licence to Springer Nature Limited.)
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- 2023
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21. Enhancer profiling identifies epigenetic markers of endocrine resistance and reveals therapeutic options for metastatic castration-resistant prostate cancer patients.
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Severson TM, Zhu Y, Prekovic S, Schuurman K, Nguyen HM, Brown LG, Hakkola S, Kim Y, Kneppers J, Linder S, Stelloo S, Lieftink C, van der Heijden M, Nykter M, van der Noort V, Sanders J, Morris B, Jenster G, van Leenders GJ, Pomerantz M, Freedman ML, Beijersbergen RL, Urbanucci A, Wessels L, Corey E, Zwart W, and Bergman AM
- Abstract
Androgen Receptor (AR) signaling inhibitors, including enzalutamide, are treatment options for patients with metastatic castration-resistant prostate cancer (mCRPC), but resistance inevitably develops. Using metastatic samples from a prospective phase II clinical trial, we epigenetically profiled enhancer/promoter activities with H3K27ac chromatin immunoprecipitation followed by sequencing, before and after AR-targeted therapy. We identified a distinct subset of H3K27ac-differentially marked regions that associated with treatment responsiveness. These data were successfully validated in mCRPC patient-derived xenograft models (PDX). In silico analyses revealed HDAC3 as a critical factor that can drive resistance to hormonal interventions, which we validated in vitro . Using cell lines and mCRPC PDX tumors in vitro , we identified drug-drug synergy between enzalutamide and the pan-HDAC inhibitor vorinostat, providing therapeutic proof-of-concept. These findings demonstrate rationale for new therapeutic strategies using a combination of AR and HDAC inhibitors to improve patient outcome in advanced stages of mCRPC.
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- 2023
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22. Predictive value of low testosterone concentrations during and prior to enzalutamide treatment in metastatic castration-resistant prostate cancer.
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van Winden LJ, Lanfermeijer M, Dezentje V, Bergman AM, van der Poel HG, and van Rossum HH
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- Male, Humans, Retrospective Studies, Prospective Studies, Treatment Outcome, Testosterone, Prostatic Neoplasms, Castration-Resistant
- Abstract
Background: Enzalutamide is an effective treatment for metastatic castration-resistant prostate cancer (mCRPC) patients. However, variances in responses are observed and there is a need for biomarkers predicting treatment outcome and selection. In this study, we aimed to explore the predictive value of testosterone for first-line enzalutamide treatment of mCRPC., Methods: A retrospective analysis of 72 mCRPC patients with no prior abiraterone or docetaxel treatment was performed. Serum testosterone was measured using a liquid chromatography tandem-mass spectrometry method. Association of pre- and during-enzalutimide treatment testosterone levels with progression-free survival (PFS) and failure-free survival (FFS) was investigated using univariate and multivariate Cox models. Testosterone levels were dichotomized into a low (Q1) and high (interquartile range-Q4) group., Results: Median PFS (7.4 v. 20.8 months, P<0.0001) and FFS (6.6 v. 17.7 months, P<0.0001) were shorter for patients with low testosterone levels (<0.217 nmol/L) during enzalutamide treatment. Furthermore, univariate Cox proportional hazards models revealed that low testosterone levels were associated with shorter PFS (HR 3.5, 95%CI 1.9-6.3; P<0.001) and FFS (HR 3.1, 95%CI 1.7-5.5; P<0.001). Pre-treatment testosterone levels were lower than during-treatment levels (P<0.0001) and low pre-treatment testosterone levels (<0.143 nmol/L) were associated with shorter median PFS (12.6 v. 20.5 months, P<0.01) and FFS (12.6 v. 22.5 months, P<0.01)., Conclusion: The results of this study suggest that low serum testosterone levels during and prior to enzalutamide treatment can predict progression in mCRPC patients and identifies tumors resistant to next-in-line enzalutamide treatment. Validation in a prospective cohort is warranted., (Copyright © 2022 Elsevier Inc. All rights reserved.)
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- 2023
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23. Role of Local and/or Metastasis-directed Therapy in Patients with Hormone-sensitive M1a Prostate Cancer-A Systematic Review.
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de Barros HA, van Beurden I, Droghetti M, Wilthagen EA, Özman O, Bergman AM, Aluwini S, van Moorselaar RJA, Donswijk ML, van Leeuwen PJ, and van der Poel HG
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- Male, Humans, Retrospective Studies, Androgen Antagonists, Prospective Studies, Hormones, Prostatic Neoplasms pathology
- Abstract
Context: It remains unclear whether men with hormone-sensitive prostate cancer (PCa) metastasized to nonregional lymph nodes (M1a) benefit from prostate-directed therapy (PDT) and/or metastasis-directed therapy (MDT)., Objective: To systematically summarize the literature regarding oncological outcomes of de novo and recurrent M1a PCa patients treated with PDT and/or MDT., Evidence Acquisition: We searched Medline (Ovid), Embase, and Scopus according to the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines for reports on oncological outcomes of de novo or recurrent hormone-sensitive M1a PCa patients treated with PDT (radical prostatectomy or radiotherapy) and/or MDT (nodal radiotherapy or salvage lymph node dissection) with or without androgen deprivation therapy. A descriptive data synthesis and a methodological quality assessment were performed to evaluate the impact of PDT and/or MDT on survival in M1a PCa patients., Evidence Synthesis: A total of 6136 articles were screened and 24 studies were included in this systematic review. In de novo M1a PCa patients, PDT was associated with improved oncological outcomes compared with no PDT. In recurrent M1a PCa, MDT could delay the need for systemic treatment in a selection of patients, but high-level evidence from prospective phase III randomized controlled trials is still awaited., Conclusions: This systematic review summarized the limited literature data on the management of M1a PCa. Subgroup analyses suggest a role for PDT plus systemic therapy in de novo M1a PCa. MDT to distant nodal metastases delayed the need for systemic therapy in recurrent disease, but robust data are lacking. The predominantly retrospective nature of the included studies and significant heterogeneity in study designs limit the strength of evidence., Patient Summary: We reviewed the treatment of patients with prostate cancer that has spread to lymph nodes outside the pelvis without metastases in other organ systems. There is evidence that treatment of the primary prostate tumor improves outcomes in well-selected patients and that treatment targeting distant lymph node metastases can delay the start of systemic treatment., (Copyright © 2022 European Association of Urology. Published by Elsevier B.V. All rights reserved.)
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- 2023
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24. Genetic Aspects and Molecular Testing in Prostate Cancer: A Report from a Dutch Multidisciplinary Consensus Meeting.
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Mehra N, Kloots I, Vlaming M, Aluwini S, Dewulf E, Oprea-Lager DE, van der Poel H, Stoevelaar H, Yakar D, Bangma CH, Bekers E, van den Bergh R, Bergman AM, van den Berkmortel F, Boudewijns S, Dinjens WNM, Fütterer J, van der Hulle T, Jenster G, Kroeze LI, van Kruchten M, van Leenders G, van Leeuwen PJ, de Leng WWJ, van Moorselaar RJA, Noordzij W, Oldenburg RA, van Oort IM, Oving I, Schalken JA, Schoots IG, Schuuring E, Smeenk RJ, Vanneste BGL, Vegt E, Vis AN, de Vries K, Willemse PM, Wondergem M, and Ausems M
- Abstract
Background: Germline and tumour genetic testing in prostate cancer (PCa) is becoming more broadly accepted, but testing indications and clinical consequences for carriers in each disease stage are not yet well defined., Objective: To determine the consensus of a Dutch multidisciplinary expert panel on the indication and application of germline and tumour genetic testing in PCa., Design Setting and Participants: The panel consisted of 39 specialists involved in PCa management. We used a modified Delphi method consisting of two voting rounds and a virtual consensus meeting., Outcome Measurements and Statistical Analysis: Consensus was reached if ≥75% of the panellists chose the same option. Appropriateness was assessed by the RAND/UCLA appropriateness method., Results and Limitations: Of the multiple-choice questions, 44% reached consensus. For men without PCa having a relevant family history (familial PCa/ BRCA -related hereditary cancer), follow-up by prostate-specific antigen was considered appropriate. For patients with low-risk localised PCa and a family history of PCa, active surveillance was considered appropriate, except in case of the patient being a BRCA2 germline pathogenic variant carrier. Germline and tumour genetic testing should not be done for nonmetastatic hormone-sensitive PCa in the absence of a relevant family history of cancer. Tumour genetic testing was deemed most appropriate for the identification of actionable variants, with uncertainty for germline testing. For tumour genetic testing in metastatic castration-resistant PCa, consensus was not reached for the timing and panel composition. The principal limitations are as follows: (1) a number of topics discussed lack scientific evidence, and therefore the recommendations are partly opinion based, and (2) there was a small number of experts per discipline., Conclusions: The outcomes of this Dutch consensus meeting may provide further guidance on genetic counselling and molecular testing related to PCa., Patient Summary: A group of Dutch specialists discussed the use of germline and tumour genetic testing in prostate cancer (PCa) patients, indication of these tests (which patients and when), and impact of these tests on the management and treatment of PCa., (© 2022 The Author(s).)
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- 2023
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25. Serum testosterone measured by liquid chromatography-tandem mass spectrometry is an independent predictor of response to castration in metastatic hormone-sensitive prostate cancer.
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van Winden LJ, Lanfermeijer M, Dezentje V, Bergman AM, van der Poel HG, and van Rossum HH
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- Male, Humans, Tandem Mass Spectrometry, Chromatography, Liquid, Retrospective Studies, Gonadotropin-Releasing Hormone, Castration, Testosterone, Prostatic Neoplasms drug therapy, Prostatic Neoplasms surgery
- Abstract
Background: Although testosterone levels have been associated with progression-free survival (PFS) in metastatic hormone-sensitive prostate cancer (mHSPC) patients, this has primarily been investigated using inaccurate immunoassays (IA). Here, we investigated whether castrate testosterone levels determined by a liquid chromatography-tandem mass spectrometry (LC-MS/MS) assay is an independent risk factor for treatment response in mHSPC., Methods: In total, 106 mHSPC patients treated with luteinizing-hormone releasing-hormone (LHRH) agonists were retrospectively analyzed between March 2018 and August 2021. Testosterone levels in serum samples were quantitated using an LC-MS/MS assay. In a subset of patients, IA (Roche Cobas Pro) values were compared with LC-MS/MS results. Survival analysis was performed using Kaplan-Meier curves and Cox proportional hazard models., Results: Median PFS was shorter for high testosterone levels (>0.231 nmol/L, 18.4 v. 42.6 months, HR 1.7, p = 0.018). Low testosterone levels and a PSA response below 4 ng/mL was associated with longer median PFS (46.2 months) than the remaining combinations (13.8-19.3 months, 3.4-5.8, overall p < 0.01). In 67 patients, testosterone levels below the median remained associated with longer PFS, whereas IA measurements did not show a similar difference., Conclusion: Our results suggest that high castration testosterone levels measured by LC-MS/MS is an independent response predictor for mHSPC patients., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2022 Elsevier B.V. All rights reserved.)
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- 2023
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26. Current Routine Testosterone Immunoassays Are Unsuitable for Lowering the General Castration Cutoff Recommendation to <0.7 nmol/l (20 ng/dl).
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van Rossum HH, van Winden LJ, Bergman AM, and van der Poel HG
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Testosterone measurements are essential in the management of patients with prostate cancer undergoing castration and androgen deprivation therapy. There has been an ongoing discussion on the testosterone castration cutoff (TCC), with the primary focus on large cohort studies in which the testosterone measurement system was not specified or studies that used individual testosterone measurement systems. Here we present a post hoc analysis of a study comparing testosterone measurement systems in a cohort of 120 castrated patients with prostate cancer. We investigated the suitability of general, measurement system-independent, TCC values recommended in all clinical guidelines. We show that the four testosterone immunoassays commonly used are unsuitable to support lowering of TCC to 0.7 nmol/l (20 ng/dl) testosterone, since testosterone levels are falsely quantified as higher than this cutoff in 4.2-29.2% of the castrated cohort, depending on the testosterone immunoassay used. When using 1.0 nmol/l (30 ng/dl) as the TCC for the Beckman immunoassay, 13.3% of the results were falsely quantified as being higher than this value. The results suggest that the measurement systems used in current practice do not support lowering the TCC to 0.7 nmol/l. Furthermore, a more local, immunoassay-dependent TCC should be considered., Patient Summary: Patients with advanced prostate cancer who are treated to reduce their testosterone to a castration level are monitored using testosterone measurements. The testing systems currently used for measurement do not support lowering of the testosterone cutoff value to 0.7 nmol/l. Testosterone cutoff values to define castration status should preferably be based on the measurement system in local use., (© 2023 The Authors.)
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- 2023
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27. Monte Carlo Modeling of Dynamic Tumor Tracking on a Gimbaled Linear Accelerator.
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Carpentier EE, Mcdermott RL, Su S, Rostamzadeh M, Popescu IA, Bergman AM, and Mestrovic A
- Abstract
Purpose and Aim: The Vero4DRT (Brainlab AG) linear accelerator is capable of dynamic tumor tracking (DTT) by panning/tilting the radiation beam to follow respiratory-induced tumor motion in real time. In this study, the panning/tilting motion is modeled in Monte Carlo (MC) for quality assurance (QA) of four-dimensional (4D) dose distributions created within the treatment planning system (TPS)., Materials and Methods: Step-and-shoot intensity-modulated radiation therapy plans were optimized for 10 previously treated liver patients. These plans were recalculated on multiple phases of a 4D computed tomography (4DCT) scan using MC while modeling panning/tilting. The dose distributions on each phase were accumulated to create a respiratory-weighted 4D dose distribution. Differences between the TPS and MC modeled doses were examined., Results: On average, 4D dose calculations in MC showed the maximum dose of an organ at risk (OAR) to be 10% greater than the TPS' three-dimensional dose calculation (collapsed cone [CC] convolution algorithm) predicted. MC's 4D dose calculations showed that 6 out of 24 OARs could exceed their specified dose limits, and calculated their maximum dose to be 4% higher on average (up to 13%) than the TPS' 4D dose calculations. Dose differences between MC and the TPS were greatest in the beam penumbra region., Conclusion: Modeling panning/tilting for DTT has been successfully modeled with MC and is a useful tool to QA respiratory-correlated 4D dose distributions. The dose differences between the TPS and MC calculations highlight the importance of using 4D MC to confirm the safety of OAR doses before DTT treatments., Competing Interests: There are no conflicts of interest., (Copyright: © 2023 Journal of Medical Physics.)
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- 2023
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28. Validation of the Prognostic Utility of ESTRO/EORTC Oligometastatic Disease Classification: A Secondary Analysis From the Population-Based Phase II SABR-5 Trial.
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Baker S, Mou B, Jiang W, Liu M, Bergman AM, Schellenberg D, Alexander AS, Carolan H, Atrchian S, Berrang T, Bang A, Chng N, Matthews Q, Tyldesley S, and Olson RA
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- Humans, Adolescent, Adult, Prognosis, Prospective Studies, Progression-Free Survival, British Columbia, Neoplasms, Radiosurgery methods
- Abstract
Purpose: The recently developed European Society for Radiotherapy and Oncology (ESTRO)/European Organization for Research and Treatment of Cancer (EORTC) oligometastatic disease (OMD) classification has not been validated in terms of its prognostic significance. This study stratified patients from the phase II SABR-5 trial based on ESTRO/EORTC criteria and compared progression-free survival (PFS) and overall survival (OS) to determine the prognostic significance of the classification scheme., Methods and Materials: The SABR-5 trial was a single arm phase II study conducted at the 6 regional cancer centers across British Columbia (BC), Canada, where SABR for oligometastases was only offered on trial. Patients with up to 5 oligometastases (total or not controlled by prior treatment and including induced OMD) underwent SABR to all lesions. Patients were 18 years of age or older, Eastern Cooperative Oncology Group 0 to 2, and life expectancy ≥6 months. PFS and OS were calculated using the Kaplan-Meier method and differences between OMD groups were assessed with log-rank tests. Univariable and multivariable analyses were performed using Cox regression modeling., Results: Between November 2016 and July 2020, 381 patients underwent SABR on trial. Median follow-up was 27 months (interquartile range, 18-36). The most frequent OMD group was de novo OMD (69%), followed by repeat (16%) and induced (13%). OMD groups differed significantly in PFS (P < .001) but not OS (P = .069). The OMD classification was an independent predictor of both PFS (P = .005) and OS (P = .002). Of the 5 classification factors, only chronicity (synchronous, hazard ratio, 0.52; P = .027) and oligoprogression (hazard ratio, 2.05; P = .004) were independently prognostic for OS., Conclusions: In this large prospective cohort, the ESTRO/EORTC classification was an independent predictor of PFS and OS and should be used to identify specific patient groups for clinical trials. In this trial population, the prognostic power is largely attributable to chronicity and oligoprogression. Simplification of the framework may be possible in the future and allow for greater ease of use; however, further data on underrepresented OMD groups and histologies will be required., (Copyright © 2022 Elsevier Inc. All rights reserved.)
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- 2022
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29. Predictors of Early Polymetastatic Relapse After SABR for up to 5 Oligometastases: A Secondary Analysis of the Phase II SABR-5 Trial.
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Baker S, Mou B, Jiang W, Liu M, Bergman AM, Schellenberg D, Alexander AS, Carolan H, Atrchian S, Berrang T, Bang A, Chng N, Matthews Q, Tyldesley S, and Olson RA
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- Humans, Adolescent, Adult, Prospective Studies, Neoplasm Recurrence, Local etiology, British Columbia epidemiology, Radiosurgery methods, Lung Neoplasms etiology
- Abstract
Purpose: A subset of patients with oligometastatic cancer experience early widespread cancer dissemination and do not benefit from metastasis-directed therapy such as SABR. This study aimed to identify factors associated with early polymetastatic relapse (PMR)., Methods and Materials: The SABR-5 trial was a single arm phase 2 study conducted at all 6 regional cancer centers across British Columbia (BC), Canada. SABR for oligometastases was only offered on trial. Patients with up to 5 oligometastatic lesions (total, progressing, or induced) received SABR to all lesions. Patients were 18 years of age or older, Eastern Cooperative Oncology Group 0 to 2 and life expectancy ≥6 months. This secondary analysis evaluated factors associated with early PMR, defined as disease recurrence within 6 months of SABR, which is not amenable to further local treatment. Univariable and multivariable analyses were performed using binary logistic regression. The Kaplan-Meier method and log-rank tests assessed PMR-free survival and differences between risk groups, respectively., Results: Between November 2016 and July 2020, 381 patients underwent treatment on SABR-5. A total of 16% of patients experienced PMR. Worse performance status (Eastern Cooperative Oncology Group 1-2 vs 0; hazard ratio [HR] = 2.01, P = .018), nonprostate/breast histology (HR = 3.64, P <.001), and oligoprogression (HR = 3.84, P <.001) were independent predictors for early PMR. Risk groups were identified with median PMR-free survival ranging from 5 months to not yet reached at the time of analysis. Rates of 3-year overall survival were 0%, 53% (95% confidence interval [CI], 48-58), 77% (95% CI, 73-81), and 93% (95% CI, 90-96) in groups 1 to 4, respectively (P <.001)., Conclusions: Four distinct risk groups for early PMR are identified, which differ significantly in PMR-free survival and overall survival. The group with all 3 risk factors had a median PMR-free survival of 5 months and may not benefit from local ablative therapy alone. This model should be externally validated with data from other prospective trials., (Copyright © 2022 Elsevier Inc. All rights reserved.)
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- 2022
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30. Extensive androgen receptor enhancer heterogeneity in primary prostate cancers underlies transcriptional diversity and metastatic potential.
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Kneppers J, Severson TM, Siefert JC, Schol P, Joosten SEP, Yu IPL, Huang CF, Morova T, Altıntaş UB, Giambartolomei C, Seo JH, Baca SC, Carneiro I, Emberly E, Pasaniuc B, Jerónimo C, Henrique R, Freedman ML, Wessels LFA, Lack NA, Bergman AM, and Zwart W
- Subjects
- Male, Humans, Regulatory Sequences, Nucleic Acid, Prostate, Chromatin, Receptors, Androgen genetics, Prostatic Neoplasms genetics
- Abstract
Androgen receptor (AR) drives prostate cancer (PCa) development and progression. AR chromatin binding profiles are highly plastic and form recurrent programmatic changes that differentiate disease stages, subtypes and patient outcomes. While prior studies focused on concordance between patient subgroups, inter-tumor heterogeneity of AR enhancer selectivity remains unexplored. Here we report high levels of AR chromatin binding heterogeneity in human primary prostate tumors, that overlap with heterogeneity observed in healthy prostate epithelium. Such heterogeneity has functional consequences, as somatic mutations converge on commonly-shared AR sites in primary over metastatic tissues. In contrast, less-frequently shared AR sites associate strongly with AR-driven gene expression, while such heterogeneous AR enhancer usage also distinguishes patients' outcome. These findings indicate that epigenetic heterogeneity in primary disease is directly informative for risk of biochemical relapse. Cumulatively, our results illustrate a high level of AR enhancer heterogeneity in primary PCa driving differential expression and clinical impact., (© 2022. The Author(s).)
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- 2022
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31. Progression-Free Survival and Local Control After SABR for up to 5 Oligometastases: An Analysis From the Population-Based Phase 2 SABR-5 Trial.
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Baker S, Jiang W, Mou B, Lund CR, Liu M, Bergman AM, Schellenberg D, Alexander AS, Carolan H, Atrchian S, Chng N, Matthews Q, Arbour G, Benny A, Tyldesley S, and Olson RA
- Subjects
- Adolescent, Adult, British Columbia, Humans, Progression-Free Survival, Prospective Studies, Neoplasms, Radiosurgery methods
- Abstract
Purpose: Despite increasing utilization of SABR for oligometastatic cancer, prospective outcomes are lacking. The purpose of this study was to determine progression-free survival (PFS), local control (LC), and prognostic factors from the population-based phase 2 SABR-5 trial., Methods and Materials: The SABR-5 trial was a single-arm phase 2 study with the primary endpoint of toxicity, conducted at the 6 regional cancer centers across British Columbia (BC), Canada, during which time SABR for oligometastases was only offered on trial. Patients with up to 5 oligometastases (total or not controlled by prior treatment and including induced oligometastatic disease) underwent SABR to all lesions. Patients were 18 years of age or older, had an Eastern Cooperative Oncology Group score of 0 to 2, and had life expectancy ≥ 6 months. The secondary outcomes of PFS and LC are presented here., Results: Between November 2016 and July 2020, 381 patients underwent SABR on trial. Median follow-up was 27 months (interquartile range, 18-36). Median PFS was 15 months (95% confidence interval [CI], 12-18). LC at 1 and 3 years were 93% (95% CI, 91-95) and 87% (95% CI, 84-90), respectively. On multivariable analysis, increasing tumor diameter (hazard ratio [HR], 1.09; P < .001), declining performance status (HR, 2.13; P < .001), disease-free interval <18 months (HR, 1.52; P = .003), 4 or more metastases at SABR (HR, 1.48; P = .048), initiation or change in systemic treatment (HR, 0.50; P < .001), and oligoprogression (HR, 1.56; P = .008) were significant independent predictors of PFS. Tumor diameter (sub-hazard ratio [SHR], 1.28; P < .001), colorectal histology (SHR, 4.33; P = .002), and "other" histology (SHR, 3.90; P < .001) were associated with worse LC., Conclusions: In this population-based cohort including patients with genuine oligometastatic, oligoprogressive, and induced oligometastatic disease, the median PFS was 15 months and LC at 3 years was 87%. This supports ongoing efforts to randomize patients in phase 3 trials, even outside the original 1 to 5 metachronous oligometastatic paradigm., (Copyright © 2022 Elsevier Inc. All rights reserved.)
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- 2022
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32. Homing in on a Moving Target: Androgen Receptor Cistromic Plasticity in Prostate Cancer.
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Eickhoff N, Bergman AM, and Zwart W
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- Cell Line, Tumor, Chromatin, Gene Expression Regulation, Neoplastic, Humans, Male, Protein Binding, Prostatic Neoplasms genetics, Prostatic Neoplasms metabolism, Receptors, Androgen genetics, Receptors, Androgen metabolism
- Abstract
The androgen receptor (AR) is the critical driver in prostate cancer and exerts its function mainly through transcriptional control. Recent advances in clinical studies and cell line models have illustrated that AR chromatin binding features are not static; rather they are highly variable yet reproducibly altered between clinical stages. Extensive genomic analyses of AR chromatin binding features in different disease stages have revealed a high degree of plasticity of AR chromatin interactions in clinical samples. Mechanistically, AR chromatin binding patterns are associated with specific somatic mutations on AR and other permutations, including mutations of AR-interacting proteins. Here we summarize the most recent studies on how the AR cistrome is dynamically altered in prostate cancer models and patient samples, and what implications this has for the identification of therapeutic targets to avoid the emergence of treatment resistance., (© The Author(s) 2022. Published by Oxford University Press on behalf of the Endocrine Society. All rights reserved. For permissions, please e-mail: journals.permissions@oup.com.)
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- 2022
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33. Drug-Induced Epigenomic Plasticity Reprograms Circadian Rhythm Regulation to Drive Prostate Cancer toward Androgen Independence.
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Linder S, Hoogstraat M, Stelloo S, Eickhoff N, Schuurman K, de Barros H, Alkemade M, Bekers EM, Severson TM, Sanders J, Huang CF, Morova T, Altintas UB, Hoekman L, Kim Y, Baca SC, Sjöström M, Zaalberg A, Hintzen DC, de Jong J, Kluin RJC, de Rink I, Giambartolomei C, Seo JH, Pasaniuc B, Altelaar M, Medema RH, Feng FY, Zoubeidi A, Freedman ML, Wessels LFA, Butler LM, Lack NA, van der Poel H, Bergman AM, and Zwart W
- Subjects
- ARNTL Transcription Factors genetics, Cell Line, Tumor, Circadian Rhythm, Drug Resistance, Neoplasm genetics, Epigenomics, Humans, Male, Nitriles therapeutic use, Receptors, Androgen genetics, Androgens pharmacology, Androgens therapeutic use, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant genetics, Prostatic Neoplasms, Castration-Resistant pathology
- Abstract
In prostate cancer, androgen receptor (AR)-targeting agents are very effective in various disease stages. However, therapy resistance inevitably occurs, and little is known about how tumor cells adapt to bypass AR suppression. Here, we performed integrative multiomics analyses on tissues isolated before and after 3 months of AR-targeting enzalutamide monotherapy from patients with high-risk prostate cancer enrolled in a neoadjuvant clinical trial. Transcriptomic analyses demonstrated that AR inhibition drove tumors toward a neuroendocrine-like disease state. Additionally, epigenomic profiling revealed massive enzalutamide-induced reprogramming of pioneer factor FOXA1 from inactive chromatin sites toward active cis-regulatory elements that dictate prosurvival signals. Notably, treatment-induced FOXA1 sites were enriched for the circadian clock component ARNTL. Posttreatment ARNTL levels were associated with patients' clinical outcomes, and ARNTL knockout strongly decreased prostate cancer cell growth. Our data highlight a remarkable cistromic plasticity of FOXA1 following AR-targeted therapy and revealed an acquired dependency on the circadian regulator ARNTL, a novel candidate therapeutic target., Significance: Understanding how prostate cancers adapt to AR-targeted interventions is critical for identifying novel drug targets to improve the clinical management of treatment-resistant disease. Our study revealed an enzalutamide-induced epigenomic plasticity toward prosurvival signaling and uncovered the circadian regulator ARNTL as an acquired vulnerability after AR inhibition, presenting a novel lead for therapeutic development. See related commentary by Zhang et al., p. 2017. This article is highlighted in the In This Issue feature, p. 2007., (©2022 American Association for Cancer Research.)
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- 2022
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34. Testosterone analysis in castrated prostate cancer patients: suitability of the castration cut-off and analytical accuracy of the present-day clinical immunoassays.
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van Winden LJ, Lentjes EGWM, Demir AY, Huijgen HJ, Bergman AM, van der Poel HG, and van Rossum HH
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- Castration, Chromatography, Liquid, Humans, Immunoassay, Male, Tandem Mass Spectrometry, Prostatic Neoplasms, Testosterone
- Abstract
Objectives: Testosterone testing is relevant for evaluating castration adequacy and diagnosis of castration-resistant prostate cancer (PCa). However, the recommended testosterone cut-off of 1.7 nmol/L (50 ng/dL) to define adequate castration is based on consensus and not validated for the automated immunoassays (AIA) used in today's medical laboratories. Furthermore, appropriate population intervals have not been determined by a state-of-the-art assay. We investigated the analytical suitability of this cut-off and the accuracy of the present-day AIAs for testosterone analysis in castrated PCa patients., Methods: Leftover serum from 120 PCa patients castrated with luteinizing hormone-releasing hormone agonists was analysed for testosterone by five methods: Architect i2000 (Abbott), Access (Beckman), Cobas 6000 (Roche), Atellica (Siemens), LC-MS/MS. For all assays, the castration 95th, 97.5th and 99th percentile upper limits were determined. Furthermore, Passing-Bablok regression, mean bias and Spearman's correlation coefficients were compared to the LC-MS/MS method and total error based on biological variation., Results: All castration upper limits, ranging from 0.472 nmol/L (LC-MS/MS) to 1.25 nmol/L (Access) (95% percentile), were significantly lower than the current castration cut-off (1.7 nmol/L). Slopes of Passing-Bablok regressions comparing the AIA with the LC-MS/MS method ranged from 1.4 (Cobas and Atellica) to 3.8 (Access). The Architect showed the highest correlation with LC-MS/MS (ρ=0.58). All AIA failed to meet the desirable total error criterion., Conclusions: These results suggest that a lower general testosterone castration cut-off may be more appropriate in evaluating the adequacy of castration in PCa and that present-day AIA lack analytical accuracy to quantify testosterone levels in castrated PCa., (© 2022 Walter de Gruyter GmbH, Berlin/Boston.)
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- 2022
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35. A novel carbon-fibre adjustable reusable accessory (CARA) for supine breast positioning to reduce toxicity in breast adjuvant radiotherapy: a study protocol for a multicentre phase III randomized controlled trial.
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Duzenli C, Chan EK, Bergman AM, Grahame S, Singer J, Burns L, and Olson RA
- Subjects
- Carbon Fiber, Clinical Trials, Phase III as Topic, Female, Humans, Mastectomy, Segmental methods, Multicenter Studies as Topic, Quality of Life, Radiotherapy, Adjuvant adverse effects, Randomized Controlled Trials as Topic, Reproducibility of Results, Breast Neoplasms etiology, Breast Neoplasms radiotherapy, Breast Neoplasms surgery, Skin Diseases
- Abstract
Background: A novel device for supine positioning in breast radiotherapy for patients with large or pendulous breasts has been developed and tested in phase II studies. This trial is designed to assess the efficacy of the device to reduce skin toxicity and unwanted normal tissue dose in comparison to the current clinical standard for supine breast support during breast radiotherapy., Methods: Patients at high risk for moist desquamation, having infra-mammary fold or lateral ptosis, will be randomized into two arms. Patients in the control arm will receive breast radiotherapy with supine positioning using current standard of care. Patients in the experimental arm will be positioned supine with the novel device. The primary endpoint is the incidence of moist desquamation in the infra-mammary fold. We hypothesize a 20% reduction (from 50 to 30%) in the rate of moist desquamation in the study arm versus the control arm. For 80% power, two-tailed α = 0.05 and 10% loss to follow up, 110 patients will be assigned to each arm. The proportion of patients experiencing moist desquamation in the two arms will be compared using logistic regression adjusting for brassiere cup size, skin fold size, body mass index, smoking status, and dose fractionation schedule. An unadjusted comparison will also be made using the chi-square test, or Fisher's exact test, if appropriate. Secondary endpoints include dose-volume statistics for the lung and heart, skin dose and clinical parameters including setup time, reproducibility, and staff experience with setup procedures. Patient-reported pain, skin condition interference with sleep and daily activities, and comfort during treatment are also secondary endpoints., Discussion: Based on results from earlier phase II studies, it is expected that the device-enabled elimination of infra-mammary fold should reduce toxicity and improve quality of life for this patient population. Earlier studies showed reduction in dose to organs at risk including lung and heart, indicating potential for other long-term benefits for patients using the device. This study is limited to acute skin toxicity, patient-reported outcomes, and clinical factors to inform integration of the device into standard breast radiotherapy procedures., Trial Registration: Clinicaltrials.gov identifier: NCT04257396 . Registered February 6 2020., (© 2022. The Author(s).)
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- 2022
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36. Comparison of docetaxel pharmacokinetics between castration-resistant and hormone-sensitive metastatic prostate cancer patients.
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Vermunt MAC, van Nuland M, van der Heijden LT, Rosing H, Beijnen JH, and Bergman AM
- Subjects
- Castration, Chromatography, Liquid, Docetaxel, Hormones therapeutic use, Humans, Male, Retrospective Studies, Tandem Mass Spectrometry, Treatment Outcome, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant pathology
- Abstract
Purpose: Recently, docetaxel treatment of metastatic prostate cancer patients shifted towards the hormone-sensitive stage of the disease. There are contradictive reports on differences in toxicity of docetaxel in metastatic hormone-sensitive prostate cancer (mHSPC) and metastatic castration-resistant prostate cancer (mCRPC) patients. Possible differences in toxicity might be attributed to different pharmacokinetics (PK) in the two patient populations., Methods: Patients with mCRPC or mHSPC and a standard indication for docetaxel treatment were included in the study. All patients had suppressed serum testosterone levels (≤ 0.5 ng/mL or 1.73 nmol/L). Venous blood samples were obtained at the first docetaxel treatment, until 48 h after infusion. Plasma concentrations of docetaxel, unbound docetaxel and docetaxel metabolites were measured using validated liquid chromatography coupled tandem mass spectrometry (LC-MS/MS) assays and compared between the two groups. Moreover, serum levels of docetaxel transporting α1-acid glycoprotein were measured and docetaxel toxicity recorded., Results: A total of ten mCRPC and nine mHSPC patients were included in the study. The two cohorts differed in the number of prior treatments and opiate use, which were higher for mCRPC patients. The docetaxel PK was not different between mCRPC and mHSPC patients, with areas under the plasma concentration versus time curve (AUC
0-48 ) 1710 [coefficient of variation (CV) 28.4%] and 1486 (CV 25.2%) ng/mL*h (p = 0.27), respectively. Also, the PK profile of unbound docetaxel, M1/M3, M2 and M4 metabolites were similar in both groups. Docetaxel doses were reduced in 50% of the mCRPC patients and 11% of the mHSPC patients., Conclusion: The PK profile of docetaxel was similar in mCPRC and mHSPC patients. Therefore, possible differences in toxicity between mCRPC and mHSPC patients cannot be explained by differences in docetaxel PK in our study population. These results suggest that treatment adaptations are not recommended in the new population of patients with mHSPC., (© 2022. The Author(s).)- Published
- 2022
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37. Being Transparent About Brilliant Failures: An Attempt to Use Real-World Data in a Disease Model for Patients with Castration-Resistant Prostate Cancer.
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Holleman MS, Huygens SA, Al MJ, Kuppen MCP, Westgeest HM, van den Bergh ACM, Bergman AM, van den Eertwegh AJM, Hendriks MP, Lampe MI, Mehra N, van Moorselaar RJA, van Oort IM, Somford DM, de Wit R, van de Wouw AJ, Gerritsen WR, and Groot CAU
- Abstract
Background: Real-world disease models spanning multiple treatment lines can provide insight into the (cost) effectiveness of treatment sequences in clinical practice., Objective: Our objective was to explore whether a disease model based solely on real-world data (RWD) could be used to estimate the effectiveness of treatments for patients with castration-resistant prostate cancer (CRPC) that could then be suitably used in a cost-effectiveness analysis., Methods: We developed a patient-level simulation model using patient-level data from the Dutch CAPRI registry as input parameters. Time to event (TTE) and overall survival (OS) were estimated with multivariate regression models, and type of event (i.e., next treatment or death) was estimated with multivariate logistic regression models. To test internal validity, TTE and OS from the simulation model were compared with the observed outcomes in the registry., Results: Although patient characteristics and survival outcomes of the simulated data were comparable to those in the observed data (median OS 20.6 vs. 19.8 months, respectively), the disease model was less accurate in estimating differences between treatments (median OS simulated vs. observed population: 18.6 vs. 17.9 [abiraterone acetate plus prednisone], 24.0 vs. 25.0 [enzalutamide], 20.2 vs. 18.7 [docetaxel], and 20.0 vs. 23.8 months [radium-223])., Conclusions: Overall, the disease model accurately approximated the observed data in the total CRPC population. However, the disease model was unable to predict differences in survival between treatments due to unobserved differences. Therefore, the model is not suitable for cost-effectiveness analysis of CRPC treatment. Using a combination of RWD and data from randomised controlled trials to estimate treatment effectiveness may improve the model., (© 2022. The Author(s).)
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- 2022
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38. A Serendipitous Preoperative Trial of Combined Ipilimumab Plus Nivolumab for Localized Prostate Cancer.
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van Dorp J, van Montfoort ML, van Dijk N, Hofland I, de Feijter JM, Bergman AM, Hendricksen K, van der Poel HG, van Rhijn BWG, and van der Heijden MS
- Subjects
- Antineoplastic Combined Chemotherapy Protocols therapeutic use, Humans, Ipilimumab therapeutic use, Male, Nivolumab therapeutic use, Melanoma, Prostatic Neoplasms drug therapy, Prostatic Neoplasms surgery
- Abstract
Competing Interests: Disclosure M.S.v.d.H. has received research support from Bristol-Myers Squibb, AstraZeneca and Roche and consultancy fees from Bristol-Myers Squibb, Merck, Roche, AstraZeneca, Seattle Genetics and Janssen (all paid to the Netherlands Cancer Institute). J.M.d.F has an advisory role for Merck Sharp & Dohme, Pfizer, and Janssen and travel expenses are covered by Pfizer. B.W.G.v.R is active in advisory boards with AstraZeneca, Ferring and QED Therapeutics. The other authors report no conflict of interest relevant to this work. Bristol-Myers Squibb was not involved in the concept and design of the work presented in this manuscript, but did provide approval of the manuscript.
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- 2022
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39. Symptomatic Skeletal Events and the Use of Bone Health Agents in a Real-World Treated Metastatic Castration Resistant Prostate Cancer Population: Results From the CAPRI-Study in the Netherlands.
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Kuppen MCP, Westgeest HM, van den Eertwegh AJM, van Moorselaar RJA, van Oort IM, Tascilar M, Mehra N, Lavalaye J, Somford DM, Aben KKH, Bergman AM, de Wit R, van den Bergh ACMF, de Groot CAU, and Gerritsen WR
- Subjects
- Humans, Male, Bone Density, Netherlands epidemiology, Bone Neoplasms secondary, Prostatic Neoplasms, Castration-Resistant pathology
- Abstract
Background: Patients with metastatic castration resistant prostate cancer (mCRPC) are at risk of symptomatic skeletal events (SSE). Bone health agents (BHA, ie bisphosphonates and denosumab) and new life-prolonging drugs (LPDs) can delay SSEs. The aim of this study is to investigate the use of BHAs in relation to SSEs in treated real-world mCRPC population., Patients and Methods: We included patients from the CAPRI registry who were treated with at least one LPD and diagnosed with bone metastases prior to the start of first LPD (LPD1). Outcomes were SSEs (external beam radiation therapy (EBRT) to the bone, orthopedic surgery, pathologic fracture or spinal cord compression) and SSE-free survival (SSE-FS) since LPD1., Results: One-thousand nine hundred and twenty-three patients were included with a median follow-up from LPD1 of 16.7 months. Fifty-two percent (n = 996) started BHA prior or within 4 weeks after the start of LPD1 (early BHA). In total, 41% experienced at least one SSE. SSE incidence rate was 0.29 per patient year for patients without BHA and 0.27 for patients with early BHA. Median SSE-FS from LPD1 was 12.9 months. SSE-FS was longer in patients who started BHA early versus patients without BHA (13.2 vs. 11.0 months, P = .001)., Conclusion: In a real-world population we observed an undertreatment with BHAs, although patients with early BHA use had lower incidence rates of SSEs and longer SSE-FS. This finding was irrespective of type of SSE and presence of risk factors. In addition to LPD treatment, timely initiation of BHAs is recommended in bone metastatic CRPC-patients with both pain and/or opioid use and prior SSE., (Copyright © 2021. Published by Elsevier Inc.)
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- 2022
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40. Integrated analysis of pain, health-related quality of life, and analgesic use in patients with metastatic castration-resistant prostate cancer treated with Radium-223.
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Badrising SK, Louhanepessy RD, van der Noort V, Kieffer J, Coenen JLLM, Hamberg P, Beeker A, Wagenaar N, Lam M, Celik F, Loosveld OJL, Oostdijk A, Zuetenhorst H, de Feijter JM, Dezentjé VO, Ras-van Spijk S, Vegt E, Haanen JB, van de Poll-Franse LV, Zwart W, and Bergman AM
- Subjects
- Analgesics, Opioid adverse effects, Humans, Male, Pain etiology, Quality of Life, Prostatic Neoplasms, Castration-Resistant drug therapy, Prostatic Neoplasms, Castration-Resistant radiotherapy, Radium adverse effects
- Abstract
Background: Radium-223 (Ra-223), an alpha-emitting radiopharmaceutical, established an improved overall survival and health-related quality of life (HRQoL) in symptomatic metastatic castration-resistant prostate cancer (mCRPC) patients. However, effects on pain were not specifically evaluated. Here we assess integrated HRQoL, pain, and opioid use in a contemporary, more extensively pretreated, symptomatic and asymptomatic mCRPC population., Methods: mCRPC patients scheduled for Ra-223 treatment were included and analyzed for HRQoL, pain, and opioid use, using Functional Assessment of Cancer Therapy-Prostate (FACT-P) and Brief Pain Inventory-Short Form (BPI-SF) questionnaires and recording of opioid use and dosage, respectively. Primary outcome measure was the percentage of patients experiencing a complete pain response (score of 0 on the BPI-SF Worst pain item and no increase in daily use of analgesics). A complete or partial pain response (better BPI-SF score and decrease in opioid use) and a better or no change in HRQoL was evaluated as an integrated overall clinical response (IOCR). Secondary endpoints included the time to pain progression (TPP) and Total FACT-P deterioration (TTFD), defined as time from first Ra-223 treatment to clinical meaningful increase in BPI-SF Worst pain item score and Total FACT-P score, respectively., Results: This registry included 300 patients, of whom 105 (35%) were evaluable for FACT-P and BPI-SF during Ra-223 treatment. Forty-five (43%) patients had pain at baseline (PAB) (BPI-SF Worst pain score 5-10 points) and 60 (57%) had no pain at baseline (no-PAB) (BPI-SF Worst pain score 0-4 points). Complete pain response was achieved in 31.4% of the patients, while 58% had an IOCR. The median TTP and TTFD were 5.6 and 5.7 months, respectively, while the difference between PAB and no-PAB patients was not significant., Conclusions: In contemporary, extensively pretreated mCRPC patients, Ra-223 treatment induced complete pain responses while integrated analysis of HRQoL, pain response, and opioid use demonstrated that the majority of patients derive clinical benefit., (© 2021. The Author(s).)
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- 2022
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41. Prostate Cancer Epigenetic Plasticity and Enhancer Heterogeneity: Molecular Causes, Consequences and Clinical Implications.
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Kneppers J, Bergman AM, and Zwart W
- Subjects
- Biomarkers, Epigenesis, Genetic, Humans, Male, Regulatory Sequences, Nucleic Acid, Prostatic Neoplasms pathology, Receptors, Androgen genetics, Receptors, Androgen metabolism
- Abstract
Prostate cancer (PCa) proliferation is dictated by androgen receptor (AR) signaling, which regulates gene expression through cis-regulatory regions including proximal and distal enhancers. The repertoire of AR interactions at enhancers is dependent on tissue and cellular contexts and thus shape a spectrum of phenotypes through such epigenetic heterogeneity. Moreover, PCa is a multifocal disease and displays a high degree of intra- and inter-tumor heterogeneity, adding to the phenotypic complexity. It is increasingly becoming clear that PCa may be considered an epigenetic disease caused by various molecular causes with profound consequences and clinical implications which are underpinned by enhancer interaction heterogeneity.In this review, we provide a detailed overview of molecular interactors that affect prostate cancer epigenetic heterogeneity, such as coding and non-coding somatic variants, large scale structural variations, pioneer factor binding at enhancers and various contexts that influence enhancer engagement heterogeneity in PCa development and progression. Finally, we explore how the vast heterogeneity in epigenetic profiles identified in recent omics studies results in distinct genomic subtypes which predict disease progression and thus offer opportunities in biomarker discovery and further personalizing cancer treatment. As such, heterogeneous enhancer interactions take center stage in elucidating mechanisms of prostate cancer progression, patient prognostication, therapy discovery and overcoming acquired treatment resistance., (© 2022. The Author(s), under exclusive license to Springer Nature Switzerland AG.)
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- 2022
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42. High-Intensity Care in the End-of-Life Phase of Castration-Resistant Prostate Cancer Patients: Results from the Dutch CAPRI-Registry.
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Westgeest HM, Kuppen MCP, van den Eertwegh FAJM, van Oort IM, Coenen JLLM, van Moorselaar JRJA, Aben KKH, Bergman AM, Huinink DTB, van den Bosch J, Hendriks MP, Lampe MI, Lavalaye J, Mehra N, Smilde TJ, Somford RDM, Tick L, Weijl NI, van de Wouw YAJ, Gerritsen WR, and Groot CAU
- Subjects
- Humans, Male, Netherlands, Registries, Retrospective Studies, Medical Overuse, Prostatic Neoplasms, Castration-Resistant therapy, Terminal Care methods
- Abstract
Background: Intensive end-of-life care (i.e., the overuse of treatments and hospital resources in the last months of life), is undesirable since it has a minimal clinical benefit with a substantial financial burden. The aim was to investigate the care in the last three months of life (end-of-life [EOL]) in castration-resistant prostate cancer (CRPC). Methods: Castration-resistant prostate cancer registry (CAPRI) is an investigator-initiated, observational multicenter cohort study in 20 hospitals retrospectively including patients diagnosed with CRPC between 2010 and 2016. High-intensity care was defined as the initiation of life-prolonging drugs (LPDs) in the last month, continuation of LPD in last 14 days, >1 admission, admission duration ≥14 days, and/or intensive care admission in last three months of life. Descriptive and binary logistic regression analyses were performed. Results: High-intensity care was experienced by 41% of 2429 patients in the EOL period. Multivariable analysis showed that age (odds ratio [OR] 0.98, 95% confidence interval [CI] 0.97-0.99), performance status (OR 0.57, 95% CI 0.33-0.97), time from CRPC to EOL (OR 0.98, 95% CI 0.97-0.98), referral to a medical oncologist (OR 1.99, 95% CI 1.55-2.55), prior LPD treatment (>1 line OR 1.72, 95% CI 1.31-2.28), and opioid use (OR 1.45, 95% CI 1.08-1.95) were significantly associated with high-intensity care. Conclusions: High-intensity care in EOL is not easily justifiable due to high economic cost and little effect on life span, but further research is awaited to give insight in the effect on patients' and their caregivers' quality of life.
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- 2021
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43. Opposing transcriptional programs of KLF5 and AR emerge during therapy for advanced prostate cancer.
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Che M, Chaturvedi A, Munro SA, Pitzen SP, Ling A, Zhang W, Mentzer J, Ku SY, Puca L, Zhu Y, Bergman AM, Severson TM, Forster C, Liu Y, Hildebrand J, Daniel M, Wang TY, Selth LA, Hickey T, Zoubeidi A, Gleave M, Bareja R, Sboner A, Tilley W, Carroll JS, Tan W, Kohli M, Yang R, Hsieh AC, Murugan P, Zwart W, Beltran H, Huang RS, and Dehm SM
- Subjects
- Cell Line, Tumor, Humans, Male, Neoplasm Staging, Neuroendocrine Cells pathology, Prostatic Neoplasms, Castration-Resistant genetics, Prostatic Neoplasms, Castration-Resistant pathology, Signal Transduction, Transcriptional Activation, Kruppel-Like Transcription Factors metabolism, Neuroendocrine Cells metabolism, Prostatic Neoplasms, Castration-Resistant metabolism, Receptor, ErbB-2 metabolism, Receptors, Androgen metabolism
- Abstract
Endocrine therapies for prostate cancer inhibit the androgen receptor (AR) transcription factor. In most cases, AR activity resumes during therapy and drives progression to castration-resistant prostate cancer (CRPC). However, therapy can also promote lineage plasticity and select for AR-independent phenotypes that are uniformly lethal. Here, we demonstrate the stem cell transcription factor Krüppel-like factor 5 (KLF5) is low or absent in prostate cancers prior to endocrine therapy, but induced in a subset of CRPC, including CRPC displaying lineage plasticity. KLF5 and AR physically interact on chromatin and drive opposing transcriptional programs, with KLF5 promoting cellular migration, anchorage-independent growth, and basal epithelial cell phenotypes. We identify ERBB2 as a point of transcriptional convergence displaying activation by KLF5 and repression by AR. ERBB2 inhibitors preferentially block KLF5-driven oncogenic phenotypes. These findings implicate KLF5 as an oncogene that can be upregulated in CRPC to oppose AR activities and promote lineage plasticity., (© 2021. The Author(s).)
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- 2021
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44. Update to a randomized controlled trial of lutetium-177-PSMA in Oligo-metastatic hormone-sensitive prostate cancer: the BULLSEYE trial.
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Privé BM, Janssen MJR, van Oort IM, Muselaers CHJ, Jonker MA, van Gemert WA, de Groot M, Westdorp H, Mehra N, Verzijlbergen JF, Scheenen TWJ, Zámecnik P, Barentsz JO, Gotthardt M, Noordzij W, Vogel WV, Bergman AM, van der Poel HG, Vis AN, Oprea-Lager DE, Gerritsen WR, Witjes JA, and Nagarajah J
- Subjects
- Hormones, Humans, Lutetium adverse effects, Male, Radioisotopes, Androgen Antagonists, Prostatic Neoplasms, Castration-Resistant diagnostic imaging, Prostatic Neoplasms, Castration-Resistant drug therapy
- Abstract
Background: The BULLSEYE trial is a multicenter, open-label, randomized controlled trial to test the hypothesis if
177 Lu-PSMA is an effective treatment in oligometastatic hormone-sensitive prostate cancer (oHSPC) to prolong the progression-free survival (PFS) and postpone the need for androgen deprivation therapy (ADT). The original study protocol was published in 2020. Here, we report amendments that have been made to the study protocol since the commencement of the trial., Changes in Methods and Materials: Two important changes were made to the original protocol: (1) the study will now use177 Lu-PSMA-617 instead of177 Lu-PSMA-I&T and (2) responding patients with residual disease on18 F-PSMA PET after the first two cycles are eligible to receive additional two cycles of 7.4 GBq177 Lu-PSMA in weeks 12 and 18, summing up to a maximum of 4 cycles if indicated. Therefore, patients receiving177 Lu-PSMA-617 will also receive an interim18 F-PSMA PET scan in week 4 after cycle 2. The title of this study was modified to; "Lutetium-177-PSMA in Oligo-metastatic Hormone Sensitive Prostate Cancer" and is now partly supported by Advanced Accelerator Applications, a Novartis Company., Conclusions: We present an update of the original study protocol prior to the completion of the study. Treatment arm patients that were included and received177 Lu-PSMA-I&T under the previous protocol will be replaced., Trial Registration: ClinicalTrials.gov NCT04443062 . First posted: June 23, 2020., (© 2021. The Author(s).)- Published
- 2021
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45. Alkalinity Concentration Swing for Direct Air Capture of Carbon Dioxide.
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Rinberg A, Bergman AM, Schrag DP, and Aziz MJ
- Abstract
The alkalinity concentration swing (ACS) is a new process for direct air capture of carbon dioxide driven by concentrating an alkaline solution that has been exposed to the atmosphere and loaded with dissolved inorganic carbon. Upon concentration, the partial pressure of CO
2 increases, allowing for extraction and compression. Higher concentration factors result in proportionally higher outgassing pressure, and higher initial alkalinity concentrations at the same concentration factor outgas a higher concentration of CO2 . Two desalination technologies, reverse osmosis and capacitive deionization, are examined as possible ACS implementations, and two corresponding energy models are evaluated. The ACS is compared to incumbent technologies and estimates for water, land, and energy requirements for capturing one million tonnes of CO2 per year are made. Estimates for the lower end of the energy range for both approaches compare favorably to other approaches, such as solid sorbent and calcining methods., (© 2021 Wiley-VCH GmbH.)- Published
- 2021
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46. The Prognostic Potential of Human Prostate Cancer-Associated Macrophage Subtypes as Revealed by Single-Cell Transcriptomics.
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Siefert JC, Cioni B, Muraro MJ, Alshalalfa M, Vivié J, van der Poel HG, Schoots IG, Bekers E, Feng FY, Wessels LFA, Zwart W, and Bergman AM
- Subjects
- Biomarkers, Tumor genetics, Gene Expression Profiling methods, Gene Expression Regulation, Neoplastic genetics, Humans, Macrophage Activation genetics, Male, Prognosis, Prostate pathology, Prostatectomy methods, Single-Cell Analysis methods, Tumor Microenvironment genetics, Macrophages pathology, Prostatic Neoplasms genetics, Prostatic Neoplasms pathology, Transcriptome genetics
- Abstract
Macrophages in the tumor microenvironment are causally linked with prostate cancer development and progression, yet little is known about their composition in neoplastic human tissue. By performing single cell transcriptomic analysis of human prostate cancer resident macrophages, three distinct populations were identified in the diseased prostate. Unexpectedly, no differences were observed between macrophages isolated from the tumorous and nontumorous portions of the prostatectomy specimens. Markers associated with canonical M1 and M2 macrophage phenotypes were identifiable, however these were not the main factors defining unique subtypes. The genes selectively associated with each macrophage cluster were used to develop a gene signature which was highly associated with both recurrence-free and metastasis-free survival. These results highlight the relevance of tissue-specific macrophage subtypes in the tumor microenvironment for prostate cancer progression and demonstrates the utility of profiling single-cell transcriptomics in human tumor samples as a strategy to design gene classifiers for patient prognostication. IMPLICATIONS: The specific macrophage subtypes present in a diseased human prostate have prognostic value, suggesting that the relative proportions of these populations are related to patient outcome. Understanding the relative contributions of these subtypes will not only inform patient prognostication, but will enable personalized immunotherapeutic strategies to increase beneficial populations or reduce detrimental populations., (©2021 The Authors; Published by the American Association for Cancer Research.)
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- 2021
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47. Retrospective analysis of serum testosterone levels by LC-MS/MS in chemically castrated prostate cancer patients: Biological variation and analytical performance specifications.
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van Winden LJ, Lanfermeijer M, Heijboer AC, van Tellingen O, Bergman AM, van der Poel HG, Jonker N, and van Rossum HH
- Subjects
- Chromatography, Liquid, Humans, Male, Retrospective Studies, Testosterone, Prostatic Neoplasms, Tandem Mass Spectrometry
- Abstract
Background: A sensitive liquid chromatography tandem-mass spectrometry (LC-MS/MS) method was used to monitor serum testosterone levels in castrated prostate cancer patients. We subsequently performed an observational and retrospective study to estimate the within- and between-subject biological variation of these patients., Methods: In total, 474 samples from 72 prostate cancer patients in the Netherlands receiving either chemical castration (CAS) or castration plus enzalutamide (ENZA) treatment were selected for data analysis. ANOVA was performed to estimate analytical variation (CV
A ) and within-patient variation (CVI ). A nested ANOVA was applied to estimate between-patient variation (CVG ). From these data, the reference change value (RCV) and analytical performance specifications (APS) were calculated., Results: Testosterone levels were significantly higher in the ENZA group (0.318 vs. 0.191 nmol/L, p < 0.005) than the CAS group. Overall, variation components were estimated at 6.1%, 24.6% and 60.3% for CVA , CVI and CVG , respectively. Both groups showed high individuality (<0.6). The RCV was 70.3% for all patients. Desirable APS were 12.3% for imprecision, 16.3% for bias and 26.4% for total error., Conclusion: The generated APS are valuable for sensitive testosterone assays and the high individuality indicates that castrated testosterone levels can be studied as a predictive or prognostic biomarker in prostate cancer patients., (Copyright © 2021 Elsevier B.V. All rights reserved.)- Published
- 2021
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48. The effects of new life-prolonging drugs for metastatic castration-resistant prostate cancer (mCRPC) patients in a real-world population.
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Westgeest HM, Kuppen MCP, van den Eertwegh AJM, de Wit R, Bergman AM, van Moorselaar RJA, Coenen JLLM, van den Bergh ACM, Somford DM, Mehra N, van Oort IM, Aben KKH, Gerritsen WR, and Uyl-de Groot CA
- Subjects
- Aged, Aged, 80 and over, Androstenes administration & dosage, Benzamides administration & dosage, Docetaxel administration & dosage, Follow-Up Studies, Humans, Male, Nitriles administration & dosage, Phenylthiohydantoin administration & dosage, Prognosis, Prostatic Neoplasms, Castration-Resistant pathology, Prostatic Neoplasms, Castration-Resistant therapy, Retrospective Studies, Survival Rate, Taxoids administration & dosage, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Chemoradiotherapy mortality, Prostatic Neoplasms, Castration-Resistant mortality, Radium therapeutic use
- Abstract
Background: In 2004 docetaxel was the first life-prolonging drug (LPD) registered for metastatic castration-resistant prostate cancer (mCRPC) patients. Between 2011 and 2014 new LPDs for mCRPC (cabazitaxel, abiraterone, enzalutamide, and radium-223) were introduced in the Netherlands. The objective of this study is to assess the impact of the introduction of new LPDs on treatment patterns and overall survival (OS) over time., Patients and Methods: CRPC patients diagnosed in the years 2010-2016 in the observational, retrospective CAPRI registry (20 hospitals) were included and followed up to 2018. Two subgroups were analyzed: treatment-naïve patients (subgroup 1, n = 3600) and post-docetaxel patients (subgroup 2, n = 1355)., Results: In both subgroups, the use of any LPD increased: from 57% (2010-2011) to 69% (2014-2015) in subgroup 1 and from 65% (2011-2012) to 79% (2015-2016) in subgroup 2. Chemotherapy as first mCRPC-treatment (i.e., docetaxel) and first post-docetaxel treatment (i.e., cabazitaxel or docetaxel rechallenge) decreased (46-29% and 20-9% in subgroup 1 and 2, respectively), while the use of androgen-receptor targeting treatments (ART) increased from 11% to 39% and 46% to 64% in subgroup 1 and 2, respectively. In subgroup 1, median OS (mOS) from diagnosis CRPC increased from 28.5 months to 31.0 months (p = 0.196). In subgroup 2, mOS from progression on docetaxel increased from 7.9 months to 12.5 months (p < 0.001). After multiple imputations of missing values, in multivariable cox-regression analysis with known prognostic parameters, the treatment period was independent significant for OS in subgroup 1 (2014-2015 vs. 2010-2011 with HR 0.749, p < 0.001) and subgroup 2 (2015-2016 vs. 2011-2012 with HR 0.811, p = 0.037)., Conclusion: Since 2010, a larger proportion of mCRPC patients was treated with LPDs, which was related to an increased mOS., (© 2021. The Author(s), under exclusive licence to Springer Nature Limited.)
- Published
- 2021
- Full Text
- View/download PDF
49. An androgen receptor switch underlies lineage infidelity in treatment-resistant prostate cancer.
- Author
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Davies A, Nouruzi S, Ganguli D, Namekawa T, Thaper D, Linder S, Karaoğlanoğlu F, Omur ME, Kim S, Kobelev M, Kumar S, Sivak O, Bostock C, Bishop J, Hoogstraat M, Talal A, Stelloo S, van der Poel H, Bergman AM, Ahmed M, Fazli L, Huang H, Tilley W, Goodrich D, Feng FY, Gleave M, He HH, Hach F, Zwart W, Beltran H, Selth L, and Zoubeidi A
- Subjects
- Cell Line, Tumor, Enhancer of Zeste Homolog 2 Protein genetics, Enhancer of Zeste Homolog 2 Protein metabolism, Gene Regulatory Networks physiology, Humans, Male, Prostatic Neoplasms genetics, Prostatic Neoplasms metabolism, Receptors, Androgen genetics, Signal Transduction physiology, Gene Expression Regulation, Neoplastic genetics, Gene Regulatory Networks genetics, Prostatic Neoplasms pathology, Receptors, Androgen metabolism
- Abstract
Cancers adapt to increasingly potent targeted therapies by reprogramming their phenotype. Here we investigated such a phenomenon in prostate cancer, in which tumours can escape epithelial lineage confinement and transition to a high-plasticity state as an adaptive response to potent androgen receptor (AR) antagonism. We found that AR activity can be maintained as tumours adopt alternative lineage identities, with changes in chromatin architecture guiding AR transcriptional rerouting. The epigenetic regulator enhancer of zeste homologue 2 (EZH2) co-occupies the reprogrammed AR cistrome to transcriptionally modulate stem cell and neuronal gene networks-granting privileges associated with both fates. This function of EZH2 was associated with T350 phosphorylation and establishment of a non-canonical polycomb subcomplex. Our study provides mechanistic insights into the plasticity of the lineage-infidelity state governed by AR reprogramming that enabled us to redirect cell fate by modulating EZH2 and AR, highlighting the clinical potential of reversing resistance phenotypes., (© 2021. The Author(s), under exclusive licence to Springer Nature Limited.)
- Published
- 2021
- Full Text
- View/download PDF
50. Radium-223 Treatment of Patients with Metastatic Castration Resistant Prostate Cancer: Biomarkers for Stratification and Response Evaluation.
- Author
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van der Zande K, Oyen WJG, Zwart W, and Bergman AM
- Abstract
Radium-223 dichloride ([
223 Ra]RaCl2 ; Ra-223) is a targeted alpha-emitting radiopharmaceutical which results in an overall survival and health related quality of life (HRQoL) benefit in symptomatic patients with metastatic castration resistant prostate cancer (mCRPC) and predominantly bone metastasis. Although effective, options to select patients who will derive treatment benefit and to monitor and predict treatment outcomes are limited. PSA response and radiographic evaluation are commonly used in mCRPC treatment assessment but are not informative in Ra-223 treated patients. Consequently, there is a clear need for predictive and prognostic tools. In this review, we discuss the physiology of bone metastases and the mechanism of action and efficacy of Ra-223 treatment, as well as offering an outline of current innovative prognostic and predictive biomarkers.- Published
- 2021
- Full Text
- View/download PDF
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