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Sharma AE, Chan S, Komorowski AS, Cao X, Gao Y, Kshatri K, Desai K, Kuksis M, Rosen M, Sachdeva A, Kojundzic I, Samari S, Michael IP, Abdel-Qadir H, Jerzak KJ. The Impact of Beta Blockers on Survival in Cancer Patients: A Systematic Review and Meta-Analysis. Cancers (Basel) 2025; 17:1357. [PMID: 40282534 PMCID: PMC12026060 DOI: 10.3390/cancers17081357] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2025] [Revised: 04/01/2025] [Accepted: 04/03/2025] [Indexed: 04/29/2025] Open
Abstract
BACKGROUND/OBJECTIVES Beta adrenergic signaling has been implicated in cancer progression, leading to interest in repurposing beta blockers (BBs) as adjunctive anti-cancer agents. However, clinical findings are inconsistent. This systematic review and meta-analysis evaluates the association between BB use and survival outcomes in cancer patients. METHODS A systematic search of OVID Medline, EMBASE, and CENTRAL was conducted through 13 September 2023, for studies comparing survival outcomes in solid tumor patients using BBs versus non-users. Eligible studies reported hazard ratios (HRs) for overall survival (OS), progression-free survival (PFS), or cancer-specific survival (CSS). Perioperative studies and those without BB-specific HRs were excluded. Data extraction and quality assessment were performed in duplicate using ROBINS-I. A random-effects model was used, with heterogeneity assessed by the I2 statistic. RESULTS Seventy-nine studies (492,381 patients) met the inclusion criteria; 2.5% were prospective. The most frequently studied cancers were breast (n = 33), ovarian (n = 30), and colorectal (n = 28). BB use was associated with improved PFS (HR 0.78, 95% CI: 0.66-0.92, I2 = 79.8%), with significance maintained after excluding high-bias studies (HR 0.74, 95% CI: 0.61-0.91, I2 = 36.6%). No significant associations were observed for OS (HR 0.99, 95% CI: 0.94-1.04, I2 = 84.9%) or CSS (HR 0.95, 95% CI: 0.91-1.00, I2 = 77.4%). CONCLUSIONS BB use may be associated with longer PFS in cancer patients, but findings are limited by study design and heterogeneity; high-quality prospective studies are needed.
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Affiliation(s)
- Alisha E. Sharma
- Department of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada;
| | - Stephanie Chan
- Schulich School of Medicine and Dentistry, University of Western Ontario, London, ON N6A 5C1, Canada
| | - Adam S. Komorowski
- Department of Health Research Methods, Evidence, and Impact, McMaster University, Hamilton, ON L8N 3Z5, Canada
| | - Xingshan Cao
- Department of Research Design and Biostatistics, Sunnybrook Health Sciences Centre, Toronto, ON M4N 3M5, Canada
| | - Yizhuo Gao
- Cumming School of Medicine, University of Calgary, Calgary, AB T2N 2T8, Canada
| | - Kushal Kshatri
- Department of Medicine, McMaster University, Hamilton, ON L8N 3Z5, Canada
| | - Kairavi Desai
- Michael G DeGroote School of Medicine, McMaster University, Hamilton, ON L8P 1H6, Canada
| | - Markus Kuksis
- Department of Family Medicine, University of Toronto, Toronto, ON M5G 1V7, Canada
| | - Michael Rosen
- Department of Anesthesiology, Perioperative and Pain Medicine, University of Manitoba, Winnipeg, MB R3E 0W2, Canada
| | - Anjali Sachdeva
- Temerty Faculty of Medicine, University of Toronto, Toronto, ON M5S 3H2, Canada
| | | | - Saif Samari
- Department of Medicine, McMaster University, Hamilton, ON L8N 3Z5, Canada
| | | | - Husam Abdel-Qadir
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
| | - Katarzyna J. Jerzak
- Institute of Health Policy, Management, and Evaluation, University of Toronto, Toronto, ON M5T 3M6, Canada
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, University of Toronto, Toronto, ON M4N 3M5, Canada
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Iheanacho CO, Enechukwu OH. Epidemiology of prostate cancer in Nigeria: a mixed methods systematic review. Cancer Causes Control 2025; 36:1-12. [PMID: 39306811 DOI: 10.1007/s10552-024-01917-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2023] [Accepted: 09/04/2024] [Indexed: 01/25/2025]
Abstract
PURPOSE Prostate cancer (PCa) is an increasing burden in Sub-Saharan Africa. This systematic review examined the incidence, prevalence, clinical characteristics and outcomes of PCa in Nigeria. METHODS This review followed the standard Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guidelines. Peer-reviewed observational studies that focused on epidemiology of PCa in Nigeria, published between 1990 and 2023 and written in English were eligible. Combination of keywords was used to search PubMed, Scopus, Google scholar, AJOL and web of science databases. A piloted form by the Cochrane Public Health Group Data Extraction and Assessment Template was used to extract data from retrieved studies. Quality assessment of included studies was performed using the Newcastle-Ottawa scale for observational studies. RESULTS Of the 1898 articles retrieved, 21 met the inclusion criteria. All included studies showed good quality. Mean age for PCa ranged from 55 to 71 years, with a higher prevalence occurring within 60-69 years. A 7.7 fold increase in PCa incidence was reported for the years 1997-2006, while an average annual increase in incidence rate of 11.95% was observed from 2009 to 2013. Hospital-based prevalence of 14%-46.4% was observed for clinically active PCa. Patients presented for diagnosis with high Gleason scores and advanced PCa. High mortality (15.6%-64.0%) occurred between 6 months and 3 years of diagnosis. CONCLUSION Findings suggest rising incidence and high prevalence of PCa in Nigeria. Advanced PCa was most common at diagnosis and mortality was high. There is need for improved strategies and policies for early detection of PCa in Nigeria.
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Affiliation(s)
- Chinonyerem O Iheanacho
- Department of Clinical Pharmacy and Public Health, Faculty of Pharmacy, University of Calabar, Calabar, Cross River State, Nigeria.
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3
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Xiao Y, Chen X, Li W, Li X, Zhou W. Impact of ACEI/ARB use on the survival of hypertensive patients with cancer: A meta‑analysis. Oncol Lett 2024; 28:534. [PMID: 39290956 PMCID: PMC11406588 DOI: 10.3892/ol.2024.14667] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Accepted: 07/01/2024] [Indexed: 09/19/2024] Open
Abstract
Angiotensin-converting enzyme inhibitors (ACEIs) and angiotensin receptor blockers (ARBs) are commonly used antihypertensive drugs. However, the impact that the use of ACEI and ARB drugs will have on the survival of patients with hypertension and cancer is still unclear. Therefore, the present study aimed to investigate the effects of ACEI and ARB use on the survival of patients with cancer. The Embase, PubMed and Web of Science databases were used to systematically analyze the survival of hypertensive patients with cancer treated with ACEIs or ARBs. Hazard ratios (HRs) and 95% confidence intervals (CIs) were calculated to evaluate the association between ACEI and ARB use and patient survival. The relationship between the survival of patients with certain types of cancer and ACEI and ARB use was evaluated using the calculated HRs. Patients with ovarian, pancreatic, prostate, hepatocellular, lung, esophageal, gastric, colon, nasopharyngeal, head and neck tumors, gallbladder and rectal cancers that used ACEI and ARB analogs had significantly increased survival times, except for patients with breast cancer (HR, 1.04; 95% CI, 0.90-1.19; P<0.01) and uroepithelial carcinoma (HR, 1.15; 95% CI, 0.69-1.94; P<0.01), who had significantly decreased survival times, when compared with patients who did not use these drugs. Analysis of the relationship between the use of ACEIs or ARBs alone or in combination on the overall survival of hypertensive patients with cancer demonstrated that the use of ACEIs alone (HR, 1.00; 95% CI, 0.93-1.08; P<0.01) did not have a significant effect on the survival of these patients. By contrast, the survival time was increased in hypertensive patients with cancer who used either ARBs alone (HR, 0.89; 95% CI, 0.84-0.94; P<0.01) or a combination of ACEIs and ARBs (HR, 0.84; 95% CI, 0.78-0.91; P<0.01). The present meta-analysis demonstrated the potential effects of ACEI and ARB use on the overall survival of patients with cancer. Therefore, investigation of the underlying mechanisms of action of ACEIs and ARBs, as well as the identification of specific groups of patients who may benefit from these interventions, could potentially lead to novel therapeutic options and improve the prognosis of patients with cancer in the future.
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Affiliation(s)
- Yao Xiao
- Department of General Surgery, The Second Clinical Medical College, Lanzhou University Second Hospital, Lanzhou, Gansu 730030, P.R. China
| | - Xinlong Chen
- Department of General Surgery, The First Affiliated Hospital of Xi'an Jiaotong University, Xi'an, Shanxi 710061, P.R. China
| | - Wancheng Li
- Department of General Surgery, The Second Clinical Medical College, Lanzhou University Second Hospital, Lanzhou, Gansu 730030, P.R. China
| | - Xin Li
- Department of General Surgery, The Second Clinical Medical College, Lanzhou University Second Hospital, Lanzhou, Gansu 730030, P.R. China
| | - Wence Zhou
- Department of General Surgery, The Second Clinical Medical College, Lanzhou University Second Hospital, Lanzhou, Gansu 730030, P.R. China
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Iheanacho CO, Enechukwu OH. Role of antihypertensive medicines in prostate cancer: a systematic review. BMC Cancer 2024; 24:542. [PMID: 38684963 PMCID: PMC11059764 DOI: 10.1186/s12885-024-12218-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2023] [Accepted: 04/02/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Hypertension is associated with the risk of prostate cancer (PCa) and its progression, however, it remains unclear whether antihypertensive medicines alter PCa risk or prognosis. This systematic review evaluated the role of calcium channel blockers (CCBs) and renin-angiotensin system (RAS) inhibitors in the risk and prognosis of PCa. This review was performed in line with PRISMA 2020 guidelines. METHODS Eligible studies comprised peer-reviewed observational studies which reported the role of CCBs and RAS inhibitors in PCa, had accessible full texts, and were written in English. Using a combination of keywords, 5 electronic bibliographic databases which included Web of Science, EMBASE, PubMed, Google Scholar and Scopus were searched. RESULTS A total of 1,346 studies were retrieved and 18 met the inclusion criteria. Thirteen studies reported reduced or no associated risk, improved prognosis, and survival with the use of RAS inhibitors. Studies on CCBs showed evidence of associated risk of PCa. Data extraction from retrieved studies focused on included study characteristics, setting, authors, year, outcomes of interest, and risk ratios. The quality assessment of included studies by the National Heart, Lung, and Blood Institute study assessment tools, showed that all studies had good quality. CONCLUSIONS The use of RAS inhibitors was mostly associated with lower risks or improved prognosis of PCa. CCBs may also be associated with risks of PCa. This suggests that high-risk patients managed with CCBs should be actively monitored for PCa. However, there is need for further evidence from large-scale prospective, controlled cohort studies to determine any influence of CCBs on PCa.
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Affiliation(s)
- Chinonyerem O Iheanacho
- Department of Clinical Pharmacy and Public Health, Faculty of Pharmacy, University of Calabar, 540271, Calabar, Cross River State, Nigeria.
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Kukko V, Kaipia A, Talala K, Taari K, Tammela TLJ, Auvinen A, Murtola TJ. Allopurinol and prostate cancer survival in a Finnish population-based cohort. Prostate Cancer Prostatic Dis 2024; 27:73-80. [PMID: 36131010 PMCID: PMC10876474 DOI: 10.1038/s41391-022-00597-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 08/20/2022] [Accepted: 09/05/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Allopurinol is gout medication that inhibits uric acid formation. Its possible anti-carcinogenic properties have been under research in past years. Studies based on Taiwanese registries showed that long term allopurinol use might reduce prostate cancer (PCa) incidence. However, our studies based on Finnish registries did not support those findings. In this study, we evaluate whether allopurinol use is associated with prostate cancer-specific survival (CSS) or overall survival (OS) in a Finnish population-based cohort. METHODS The study cohort was originally enrolled for the Finnish Randomized Study of Screening for Prostate Cancer (FinRSPC). We included all newly diagnosed PCa cases during 1996-2015, 9252 men in total. Information on allopurinol purchases was from the national prescription registry of the Social Insurance Institution of Finland. Information about deaths, treatments, and use of other medications was obtained from registries, and tumor stage and PSA at diagnosis from medical records. Follow-up started at diagnosis, and we analysed separately two endpoints: PCa-specific death and overall death. We used an extended Cox regression with adjustment for age at diagnosis, Charlson comorbidity index, FinRSPC trial arm, use of other drugs and EAU PCa risk group. RESULTS During a median follow-up of 9.86 years, 2942 deaths occurred, including 883 from PCa. There was no difference in CSS between allopurinol user and non-users, but allopurinol users had lower OS (multivariable-adjusted hazard ratio 1.77; 95% CI: 1.57-2.00). However, this decrease in OS was mitigated along with increasing intensity of allopurinol use. CONCLUSIONS We found no marked difference in CSS by allopurinol use. Allopurinol users had lower OS but there were no significant differences by duration or intensity of allopurinol use. Allopurinol use may not have anticancer effects against prostate cancer; instead, it may be a surrogate for metabolic problems causing shorter OS among men with PCa.
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Affiliation(s)
- Ville Kukko
- Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland.
| | - Antti Kaipia
- Department of Urology, Tampere University Hospital, Tampere, Finland
| | | | - Kimmo Taari
- Department of Urology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland
| | - Teuvo L J Tammela
- Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
- Department of Urology, Tampere University Hospital, Tampere, Finland
| | - Anssi Auvinen
- Faculty of Social Sciences, University of Tampere, Tampere, Finland
| | - Teemu J Murtola
- Faculty of Medicine and Life Sciences, University of Tampere, Tampere, Finland
- Department of Urology, Tampere University Hospital, Tampere, Finland
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Fiala O, Hošek P, Korunková H, Hora M, Kolář J, Šorejs O, Topolčan O, Filipovský J, Liška V, Santoni M, Buti S, Fínek J. Concomitant antihypertensive medication and outcome of patients with metastatic castration-resistant prostate cancer receiving enzalutamide or abiraterone acetate. Cancer Med 2024; 13:e6853. [PMID: 38164124 PMCID: PMC10807645 DOI: 10.1002/cam4.6853] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Revised: 11/07/2023] [Accepted: 11/27/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND The introduction of novel hormonal therapies represented by enzalutamide (ENZ) and abiraterone acetate (ABI) has reached a great progress in the treatment of metastatic castration-resistant prostate cancer (mCRPC). The majority of mCRPC patients are elderly suffering from chronic co-morbidities requiring use of various concomitant medications. In the present study, we focused on impact of concomitant antihypertensive medication on the outcomes of mCRPC patients treated with ENZ or ABI. METHODS In total, 300 patients were included and their clinical data were retrospectively analyzed. RESULTS Angiotensin-converting enzyme inhibitors (ACEIs) represented the only concomitant medication significantly associated with survival. The median radiographic progression-free survival (rPFS) and overall survival (OS) for patients using ACEIs were 15.5 and 32.3 months compared to 10.7 and 24.0 months for those not using ACEIs (p = 0.0053 and p = 0.0238, respectively). Cox multivariable analysis revealed the use of ACEIs a significant predictive factor for both rPFS (HR = 0.704, p = 0.0364) and OS (HR = 0.592, p = 0.0185). CONCLUSION The findings of this study suggest an association between the concomitant use of ACEIs and longer survival of mCRPC patients receiving ENZ or ABI therapy.
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Affiliation(s)
- Ondřej Fiala
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
- Biomedical Center, Faculty of Medicine in PilsenCharles UniversityPilsenCzech Republic
| | - Petr Hošek
- Biomedical Center, Faculty of Medicine in PilsenCharles UniversityPilsenCzech Republic
| | - Hana Korunková
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
| | - Milan Hora
- Department of Urology, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
| | - Jiří Kolář
- Department of Urology, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
| | - Ondřej Šorejs
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
- Biomedical Center, Faculty of Medicine in PilsenCharles UniversityPilsenCzech Republic
| | - Ondřej Topolčan
- Department of Immunochemistry Diagnostics, University Hospital in PilsenCharles UniversityPilsenCzech Republic
| | - Jan Filipovský
- 2nd Department of Internal Medicine, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
| | - Václav Liška
- Biomedical Center, Faculty of Medicine in PilsenCharles UniversityPilsenCzech Republic
- Department of Surgery, University Hospital in PilsenCharles UniversityPilsenCzech Republic
| | | | - Sebastiano Buti
- Department of Medicine and SurgeryUniversity Hospital of ParmaParmaItaly
- Oncology UnitUniversity Hospital of ParmaParmaItaly
| | - Jindřich Fínek
- Department of Oncology and Radiotherapeutics, Faculty of Medicine and University Hospital in PilsenCharles UniversityPilsenCzech Republic
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Uleri A, Baboudjian M, Tedde A, Rajwa P, Pradere B, Gallioli A, Breda A, Ploussard G. The association between beta-blockers use and prostate cancer mortality: A mini systematic review and meta-analysis. Prostate 2024; 84:3-7. [PMID: 37710384 DOI: 10.1002/pros.24623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 08/16/2023] [Accepted: 08/28/2023] [Indexed: 09/16/2023]
Abstract
BACKGROUND Preclinical studies have shown that the sympathetic nervous system is involved in the development of metastases, suggesting a potential antitumor effect of beta-blockers. These findings sparked a controversy over the past decade regarding the direction of the association between beta-blocker use and prostate cancer (PCa) mortality. To investigate this association, we conducted a systematic review and meta-analysis. METHODS The review was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines to identify eligible studies. The primary outcome was PCa mortality in beta-blocker users versus nonusers, and overall survival was studied as a secondary endpoint. We assessed heterogeneity using the Cochrane Q test and quantified it using I2 values. In the case of heterogeneity (Cochrane Q test p < 0.05 and I2 > 50%), random-effect models were used to determine the association between beta-blockers use and survival outcomes. RESULTS Ten studies met our inclusion criteria and a total of 74,970 patients were included: 26,674 beta-blocker users and 48,326 nonusers. There was no statistically significant association between beta-blocker exposure and PCa mortality (hazard ratio [HR] 0.97; 95% confidence interval [CI] 0.87-1.09; p = 0.61). However, significant heterogeneity was found. Meta-regression analysis to explain heterogeneity showed no effect of any of the variables assessed (country, percentage of beta-blocker users, type of beta-blocker [selective and nonselective], study period, PCa stage and follow-up duration; all p > 0.05). We found similar results when we restricted the analysis to studies that include only patients with advanced PCa (HR 0.92; 95% CI 0.80-1.06; p = 0.24). Similarly, we found no association with overall survival (HR 1.02; 95% CI 0.94-1.10; p = 0.64). Meta-regression analysis was also performed, but none of the variables assessed explained the observed heterogeneity (all p > 0.05). CONCLUSIONS We found no association between beta-blockers use and overall survival or PCa mortality. This meta-analysis, which includes a considerable population and the most recent literature, provides important data for routine clinical care and patient counseling.
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Affiliation(s)
- Alessandro Uleri
- Department of Biomedical Sciences, Humanitas University, Pieve Emanuele, Milan, Italy
- Department of Urology, IRCCS Humanitas Research Hospital, Rozzano, Milan, Italy
| | | | - Alessandro Tedde
- Department of Urology, Fundació Puigvert, Autonoma University of Barcelona, Barcelona, Spain
| | - Pawel Rajwa
- Department of Urology, Medical University of Silesia, Zabrze, Poland
| | - Benjamin Pradere
- Department of Urology, La Croix du Sud Hôpital, Quint Fonsegrives, France
| | - Andrea Gallioli
- Department of Urology, Fundació Puigvert, Autonoma University of Barcelona, Barcelona, Spain
| | - Alberto Breda
- Department of Urology, Fundació Puigvert, Autonoma University of Barcelona, Barcelona, Spain
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Ziglioli F, Patera A, Isgrò G, Campobasso D, Guarino G, Maestroni U. Impact of modifiable lifestyle risk factors for prostate cancer prevention: a review of the literature. Front Oncol 2023; 13:1203791. [PMID: 37746271 PMCID: PMC10515617 DOI: 10.3389/fonc.2023.1203791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 07/06/2023] [Indexed: 09/26/2023] Open
Abstract
Introduction Although prostate cancer (PCa) is one of the most common cancers among men, the impact of modifiable risk and protective factors is still being debated. This review aims to qualitatively summarize the most recent studies related to potential healthy lifestyle factors affecting the development of PCa. Methods for data acquisition The literature focusing on modifiable risk factors for prostate cancer was reviewed. Medline and Embase via the Ovid database were searched, and all relevant and inherent articles were analyzed. Non-eligible publications, such as review articles, editorials, comments, guidelines, or case reports, were excluded. Synthesis of the evidence obtained from data analysis This review confirms that there is strong evidence that being overweight or obese increases the risk of advanced prostate cancer (assessed by body mass index (BMI), waist circumference, and waist-hip ratio), particularly considering central adiposity and ethnicity as contributing factors. The possible contribution of smoking still seems not entirely clear, while alcohol seems to affect PCa prevention in patients taking 5α-reductase inhibitors (5-ARIs). Dietary fibers may have anti-inflammatory properties and improve insulin sensitivity by reducing IGF bioactivity. In particular, dietary fiber intake like insoluble and legume fibers may be inversely associated with prostate cancer risk. Also, hyperglycemia and hyperinsulinemia, with untreated diabetic fasting blood glucose levels, could be modifiable prostate cancer risk factors. In two studies, aspirin was associated with a lower risk of lethal PCa and overall mortality. Concerning the role of vitamins, despite conflicting and divergent results, serum retinol concentration seems to be associated with an increased risk of prostate cancer and high-grade prostate cancer. Some studies resulted in disagreement about the role of selenium and vitamin E. We found inconsistent and controversial findings about the association between vitamin D and prostate cancer risk. Conclusion Far from being conclusive evidence, our findings confirm some strong evidence already found in the previous literature and highlight the need to clarify the role of some risk factors whose role is not yet completely known. This effort would facilitate the cultural and social change that may allow the shift from the treatment of prostate cancer when diagnosed to the real efforts needed for systematic prevention.
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Affiliation(s)
| | - Annalisa Patera
- Department of Urology, University Hospital of Parma, Parma, Italy
| | - Gianmarco Isgrò
- Department of Urology, James Cook University Hospital, Middlesbrough, United Kingdom
| | | | - Giulio Guarino
- Department of Urology, University Hospital of Parma, Parma, Italy
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Sehn F, Büttner H, Godau B, Müller M, Sarcan S, Offermann A, Perner S, Kramer MW, Merseburger AS, Roesch MC. The alternative renin-angiotensin-system (RAS) signalling pathway in prostate cancer and its link to the current COVID-19 pandemic. Mol Biol Rep 2023; 50:1809-1816. [PMID: 36478297 PMCID: PMC9734445 DOI: 10.1007/s11033-022-08087-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 11/03/2022] [Indexed: 12/12/2022]
Abstract
BACKGROUND The renin-angiotensin system is known to maintain blood pressure and body fluids. However, it has been found to consist of at least two major constituents, the classic and the alternative pathway, balancing and supporting each other's signalling in a very intricate way. Current research has shown that the renin-angiotensin system is involved in a broad range of biological processes and diseases, such as cancer and infectious diseases. METHODS AND RESULTS We conducted a literature review on the interaction of the renin-angiotensin system and prostate cancer and explored the research on the possible impact of the SARS-CoV-2 virus in this context. This review provides an update on contemporary knowledge into the alternative renin-angiotensin system, its role in cancer, specifically prostate cancer, and the implications of the current COVID-19 pandemic on cancer and cancer care. CONCLUSION In this work, we aim to demonstrate how shifting the RAS signalling pathway from the classic to the alternative axis seems to be a viable option in supporting treatment of specific cancers and at the same time demonstrating beneficial properties in supportive care. It however seems to be the case that the infection with SARS-CoV-2 and subsequent impairment of the renin-angiotensin-system could exhibit serious deleterious long-term effects even in oncology.
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Affiliation(s)
- Fabian Sehn
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
- Takeda Pharma Vertrieb GmbH und Co. KG, Jägerstrasse 27, 10117 Berlin, Germany
| | - Hartwig Büttner
- Takeda Pharma Vertrieb GmbH und Co. KG, Jägerstrasse 27, 10117 Berlin, Germany
| | - Beate Godau
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Marten Müller
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Semih Sarcan
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Anne Offermann
- Institute of Pathology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Sven Perner
- Institute of Pathology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
- Research Center Borstel, Leibniz Lung Center, Pathology, Parkallee 1-40, 23845 Borstel, Germany
| | - Mario W. Kramer
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Axel S. Merseburger
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
| | - Marie C. Roesch
- Department of Urology, University Hospital Schleswig-Holstein, Campus Lübeck, Ratzeburger Allee 160, 23538 Lübeck, Germany
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Jochems SHJ, Häggström C, Stattin P, Järvholm B, Stocks T. Association of Blood Pressure with Prostate Cancer Risk by Disease Severity and Prostate Cancer Death: A Pooled Cohort Study. Cancer Epidemiol Biomarkers Prev 2022; 31:1483-1491. [PMID: 35511742 DOI: 10.1158/1055-9965.epi-22-0159] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/30/2022] [Accepted: 04/26/2022] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND The association of blood pressure (BP) with prostate cancer risk after accounting for asymptomatic prostate-specific antigen (PSA) testing, and with prostate cancer death, is unclear. METHODS We investigated BP, measured at a mean age of 38 years among 430,472 men from five Swedish cohorts, in association with incident prostate cancer (n = 32,720) and prostate cancer death (n = 6718). HRs were calculated from multivariable Cox regression models. RESULTS Increasing systolic and diastolic BP levels combined were associated with a slightly lower prostate cancer risk, with a HR of 0.98 (95% CI, 0.97-0.99) per standard deviation (SD) of mid-BP (average of systolic and diastolic BP). The association was restricted to the PSA era (1997 onwards, HR, 0.96; 95% CI, 0.95-0.98), to diagnoses initiated by a PSA test in asymptomatic men (HR, 0.95; 95% CI, 0.93-0.97), and to low-risk prostate cancer (HR, 0.95; 95% CI, 0.92-0.97). There was no clear association with more advanced disease at diagnosis. In cases, a slightly higher risk of prostate cancer death was observed for higher BP levels (HR, 1.05; 95% CI, 1.01-1.08) per SD of mid-BP; however, the association was restricted to distant metastatic disease (Pheterogeneity between case groups = 0.01), and there was no association for BP measured less than 10 years prior to diagnosis. CONCLUSIONS Prediagnostic BP is unlikely an important risk factor for prostate cancer development and death. Less asymptomatic PSA testing among men with higher BP levels may explain their lower risk of prostate cancer. IMPACT Elevated BP is unlikely to be an important risk factor for prostate cancer.
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Affiliation(s)
| | - Christel Häggström
- Northern Register Centre, Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden.,Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Pär Stattin
- Department of Surgical Sciences, Uppsala University, Uppsala, Sweden
| | - Bengt Järvholm
- Department of Public Health and Clinical Medicine, Umeå University, Umeå, Sweden
| | - Tanja Stocks
- Department of Clinical Sciences Lund, Lund University, Lund, Sweden
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11
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Wang Y, Wang Y, Han X, Sun J, Li C, Adhikari BK, Zhang J, Miao X, Chen Z. Cardio-Oncology: A Myriad of Relationships Between Cardiovascular Disease and Cancer. Front Cardiovasc Med 2022; 9:727487. [PMID: 35369296 PMCID: PMC8968416 DOI: 10.3389/fcvm.2022.727487] [Citation(s) in RCA: 26] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 02/21/2022] [Indexed: 12/21/2022] Open
Abstract
Cardiovascular disease (CVD) and cancer are the leading causes of death worldwide. With an increasing number of the elderly population, and early cancer screening and treatment, the number of cancers cases are rising, while the mortality rate is decreasing. However, the number of cancer survivors is increasing yearly. With the prolonged life span of cancer patients, the adverse effects of anti-tumor therapy, especially CVD, have gained enormous attention. The incidence of cardiovascular events such as cardiac injury or cardiovascular toxicity is higher than malignant tumors' recurrence rate. Numerous clinical studies have also shifted their focus from the study of a single disease to the interdisciplinary study of oncology and cardiology. Previous studies have confirmed that anti-tumor therapy can cause CVD. Additionally, the treatment of CVD is also related to the tumors incidence. It is well established that the increased incidence of CVD in cancer patients is probably due to an unmodified unhealthy lifestyle among cancer survivors or cardiotoxicity caused by anti-cancer therapy. Nevertheless, some patients with CVD have a relatively increased cancer risk because CVD and malignant tumors are highly overlapping risk factors, including gender, age, hypertension, diabetes, hyperlipidemia, inflammation, and obesity. With advancements in the diagnosis and treatment, many patients simultaneously suffer from CVD and cancer, and most of them have a poor prognosis. Therefore, clinicians should understand the relationship between CVD and tumors, effectively identify the primary and secondary prevention for these diseases, and follow proper treatment methods.
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Affiliation(s)
- Yinghui Wang
- Department of Cardiovascular Centre, The First Hospital of Jilin University, Changchun, China
| | - Yonggang Wang
- Department of Cardiovascular Centre, The First Hospital of Jilin University, Changchun, China
| | - Xiaorong Han
- Department of Cardiovascular Centre, The First Hospital of Jilin University, Changchun, China
| | - Jian Sun
- Department of Cardiovascular Centre, The First Hospital of Jilin University, Changchun, China
| | - Cheng Li
- Department of Cardiovascular Centre, The First Hospital of Jilin University, Changchun, China
| | | | - Jin Zhang
- Department of Cardiovascular Centre, The First Hospital of Jilin University, Changchun, China
| | - Xiao Miao
- The Second Hospital of Jilin University, Changchun, China
- *Correspondence: Xiao Miao
| | - Zhaoyang Chen
- Department of Cardiology, Union Hospital, Fujian Medical University, Fuzhou, China
- Zhaoyang Chen
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12
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Geng JH, Plym A, Penney KL, Pomerantz M, Mucci LA, Kibel AS. Metabolic syndrome and its pharmacologic treatment are associated with the time to castration-resistant prostate cancer. Prostate Cancer Prostatic Dis 2022; 25:320-326. [PMID: 35075214 DOI: 10.1038/s41391-022-00494-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 12/22/2021] [Accepted: 01/12/2022] [Indexed: 11/09/2022]
Abstract
BACKGROUND Metabolic syndrome and its pharmacologic treatment can potentially influence the progression of prostate cancer in men receiving androgen deprivation therapy (ADT). We aimed to evaluate the association between metabolic syndrome and its pharmacologic treatment with time to castration-resistant prostate cancer (CRPC). METHODS We identified 409 men with metastatic castration-sensitive prostate cancer receiving first line ADT from 1996 to 2014 at our institution. Information concerning metabolic syndrome, statin use, aspirin use, and metformin use at initiation of ADT was collected from medical records. Time to CRPC was defined as the duration between initiating ADT and diagnosis of CRPC based on the Prostate Cancer Working Group 3 definition. Flexible parametric survival models were used to calculate hazard ratios (HR, and 95% confidence intervals, CI) of the association between metabolic conditions and time from ADT initiation to CRPC. RESULTS During a median follow-up of 59 months, 87% (N = 356) men progressed to CRPC. Median time to CRPC was 19 months. Fifty-six percent of men met the definition of metabolic syndrome. Controlling for demographic and prostate cancer-specific variables, metabolic syndrome was associated with shorter time to CRPC (HR 1.41, 95% CI 1.09-1.81). Importantly, in men with metabolic syndrome, statin use was associated with a slower progression to CRPC (HR 0.70, 95% CI 0.49-0.98). CONCLUSIONS Our study suggests that metabolic syndrome is a risk factor for earlier progression from castration-sensitive to castration-resistant prostate cancer and raises the possibility that treatment, such as statin use, may slow the time to progression.
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Affiliation(s)
- Jiun-Hung Geng
- Division of Urological Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA. .,Department of Urology, Kaohsiung Municipal Siaogang Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan. .,Department of Urology, Kaohsiung Medical University Hospital, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Anna Plym
- Division of Urological Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Kathryn L Penney
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.,Channing Division of Network Medicine, Harvard Medical School and Brigham & Women's Hospital, Boston, MA, USA
| | - Mark Pomerantz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Lorelei A Mucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Adam S Kibel
- Division of Urological Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
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13
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Carlos-Escalante JA, de Jesús-Sánchez M, Rivas-Castro A, Pichardo-Rojas PS, Arce C, Wegman-Ostrosky T. The Use of Antihypertensive Drugs as Coadjuvant Therapy in Cancer. Front Oncol 2021; 11:660943. [PMID: 34094953 PMCID: PMC8173186 DOI: 10.3389/fonc.2021.660943] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2021] [Accepted: 04/19/2021] [Indexed: 12/23/2022] Open
Abstract
Cancer is a complex group of diseases that constitute the second largest cause of mortality worldwide. The development of new drugs for treating this disease is a long and costly process, from the discovery of the molecule through testing in phase III clinical trials, a process during which most candidate molecules fail. The use of drugs currently employed for the management of other diseases (drug repurposing) represents an alternative for developing new medical treatments. Repurposing existing drugs is, in principle, cheaper and faster than developing new drugs. Antihypertensive drugs, primarily belonging to the pharmacological categories of angiotensin-converting enzyme inhibitors, angiotensin II receptors, direct aldosterone antagonists, β-blockers and calcium channel blockers, are commonly prescribed and have well-known safety profiles. Additionally, some of these drugs have exhibited pharmacological properties useful for the treatment of cancer, rendering them candidates for drug repurposing. In this review, we examine the preclinical and clinical evidence for utilizing antihypertensive agents in the treatment of cancer.
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Affiliation(s)
- José A. Carlos-Escalante
- Plan de Estudios Combinados En Medicina (PECEM) (MD/PhD), Facultad de Medicina, Universidad Nacional Autónoma de México, Mexico City, Mexico
| | - Marcela de Jesús-Sánchez
- Facultad de Ciencias Biológicas y Agropecuarias, Universidad Veracruzana, Orizaba-Córdoba, Mexico
| | - Alejandro Rivas-Castro
- Escuela Nacional de Ciencias Biológicas, Instituto Politécnico Nacional, Mexico City, Mexico
| | | | - Claudia Arce
- Medical Oncology/Breast Tumors, Instituto Nacional de Cancerología, Mexico City, Mexico
| | - Talia Wegman-Ostrosky
- Basic Research Subdirection, Instituto Nacional de Cancerología, Mexico City, Mexico
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14
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Wilk M, Waśko-Grabowska A, Skoneczna I, Szmit S. Angiotensin System Inhibitors May Improve Outcomes of Patients With Castration-Resistant Prostate Cancer During Abiraterone Acetate Treatment-A Cardio-Oncology Study. Front Oncol 2021; 11:664741. [PMID: 33869068 PMCID: PMC8047632 DOI: 10.3389/fonc.2021.664741] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 03/11/2021] [Indexed: 01/13/2023] Open
Abstract
Background Abiraterone acetate (ABI) therapy improves overall survival in metastatic prostate cancer (PC) patients; however, this effect may be diminished by concurrent comorbidities. We aimed to evaluate the influence of pre-existing chronic diseases and concomitant medications on the course of ABI treatment among post-chemotherapy patients with metastatic castration-resistant prostate cancer patients (mCRPC). Methods From the Polish National Health Fund database, we identified 93 post-chemotherapy, mCRPC patients, who were qualified for ABI treatment in our oncology center between 2014 and 2018. Survival curves and Cox proportional hazard models (univariate and multivariate) were used to determine the predictors for longer time to treatment failure (TTF) of ABI therapy. Results Median TTF was 9,8 months (IQR: 0,6–56,5) Factors associated with longer TTF were: well controlled hypertension (HR, 0.59; 95% CI. 0.38–0.90; p = 0.02), stable coronary artery disease (HR, 0.56; 95% CI, 0.33–0.95; p=0.03), the use of angiotensin system inhibitor (ASi) (HR, 0.61; 95% CI 0.4–0.94; p = 0,02). Patients who were receiving ASi had median TTF of 12.2 months versus 5.8 months in men who did not receive ASi before ABI initiation. At the start of ABI therapy, the aforementioned groups did not differ in terms of well-known prognostic factors: Gleason score, PSA level, or the number of patients with visceral metastases. In a multivariate analysis, the use of ASi remained statistically significant, even after adjustment for well-known oncological factors (HR, 0.57; 95% CI, 0.34–0.98; p = 0.04). Conclusions The use of ASi may enhance and prolong ABI therapy in post-docetaxel mCRPC patients and may potentially be considered a new, non-oncological, predictive factor for longer TTF. This association requires a prospective validation.
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Affiliation(s)
- Michał Wilk
- Department of Oncology, Centre of Postgraduate Medical Education, European Health Centre, Otwock, Poland
| | - Anna Waśko-Grabowska
- Department of Oncology, Centre of Postgraduate Medical Education, European Health Centre, Otwock, Poland
| | - Iwona Skoneczna
- Department of Oncology, Centre of Postgraduate Medical Education, European Health Centre, Otwock, Poland.,Maria Sklodowska-Curie National Research Institute of Oncology, Warsaw, Poland
| | - Sebastian Szmit
- Department of Pulmonary Circulation, Thromboembolic Diseases and Cardiology, Centre of Postgraduate Medical Education, European Health Centre, Otwock, Poland
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15
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Siltari A, Auvinen A, Murtola TJ. Pharmacoepidemiological Evaluation in Prostate Cancer-Common Pitfalls and How to Avoid Them. Cancers (Basel) 2021; 13:cancers13040696. [PMID: 33572236 PMCID: PMC7914977 DOI: 10.3390/cancers13040696] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2020] [Revised: 01/28/2021] [Accepted: 02/05/2021] [Indexed: 02/07/2023] Open
Abstract
Simple Summary Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering drugs, may affect the prostate cancer risk or mortality. However, such studies need to be carefully designed in order to avoid biases caused by systematic differences between medication users and non-users. Similarly, data must be carefully analyzed and interpreted while acknowledging possible biases that can lead to erroneous conclusions. Here, we review common pitfalls in such studies and describe ways to avoid them in an effort to aid future research. Abstract Pharmacoepidemiologic research provides opportunities to evaluate how commonly used drug groups, such as cholesterol-lowering or antidiabetic drugs, may affect the prostate cancer risk or mortality. This type of research is valuable in estimating real-life drug effects. Nonetheless, pharmacoepidemiological studies are prone to multiple sources of bias that mainly arise from systematic differences between medication users and non-users. If these are not appreciated and properly controlled for, there is a risk of obtaining biased results and reaching erroneous conclusions. Therefore, in order to improve the quality of future research, we describe common biases in pharmacoepidemiological studies, particularly in the context of prostate cancer research. We also list common ways to mitigate these biases and to estimate causality between medication use and cancer outcomes.
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Affiliation(s)
- Aino Siltari
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland;
- Department of Pharmacology, Faculty of Medicine, University of Helsinki, 00014 Helsinki, Finland
| | - Anssi Auvinen
- Faculty of Social Sciences, Tampere University, 33014 Tampere, Finland;
| | - Teemu J. Murtola
- Faculty of Medicine and Health Technology, Tampere University, 33520 Tampere, Finland;
- Department of Urology, TAYS Cancer Center, 33520 Tampere, Finland
- Correspondence:
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16
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Shi Y, Wahle E, Du Q, Krajewski L, Liang X, Zhou S, Zhang C, Baine M, Zheng D. Associations between Statin/Omega3 Usage and MRI-Based Radiomics Signatures in Prostate Cancer. Diagnostics (Basel) 2021; 11:diagnostics11010085. [PMID: 33430275 PMCID: PMC7825695 DOI: 10.3390/diagnostics11010085] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 12/31/2020] [Accepted: 01/05/2021] [Indexed: 12/19/2022] Open
Abstract
Prostate cancer is the most common noncutaneous cancer and the second leading cause of cancer deaths among American men. Statins and omega-3 are two medications recently found to correlate with prostate cancer risk and aggressiveness, but the observed associations are complex and controversial. We therefore explore the novel application of radiomics in studying statin and omega-3 usage in prostate cancer patients. On MRIs of 91 prostate cancer patients, two regions of interest (ROIs), the whole prostate and the peripheral region of the prostate, were manually segmented. From each ROI, 944 radiomic features were extracted after field bias correction and normalization. Heatmaps were generated to study the radiomic feature patterns against statin or omega-3 usage. Radiomics models were trained on selected features and evaluated with 500-round threefold cross-validation for each drug/ROI combination. On the 1500 validation datasets, the radiomics model achieved average AUCs of 0.70, 0.74, 0.78, and 0.72 for omega-3/prostate, omega-3/peripheral, statin/prostate, and statin/peripheral, respectively. As the first study to analyze radiomics in relation to statin and omega-3 uses in prostate cancer patients, our study preliminarily established the existence of imaging-identifiable tissue-level changes in the prostate and illustrated the potential usefulness of radiomics for further exploring these medications’ effects and mechanisms in prostate cancer.
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Affiliation(s)
- Yu Shi
- Department of Biological Science, University of Nebraska Lincoln, Lincoln, NE 68588, USA; (Y.S.); (Q.D.)
| | - Ethan Wahle
- Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE 68189, USA; (E.W.); (L.K.); (S.Z.)
| | - Qian Du
- Department of Biological Science, University of Nebraska Lincoln, Lincoln, NE 68588, USA; (Y.S.); (Q.D.)
| | - Luke Krajewski
- Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE 68189, USA; (E.W.); (L.K.); (S.Z.)
| | - Xiaoying Liang
- Department of Radiation Oncology, University of Florida Proton Institute, Jacksonville, FL 32206, USA;
| | - Sumin Zhou
- Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE 68189, USA; (E.W.); (L.K.); (S.Z.)
| | - Chi Zhang
- Department of Biological Science, University of Nebraska Lincoln, Lincoln, NE 68588, USA; (Y.S.); (Q.D.)
- Correspondence: (C.Z.); (M.B.); (D.Z.)
| | - Michael Baine
- Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE 68189, USA; (E.W.); (L.K.); (S.Z.)
- Correspondence: (C.Z.); (M.B.); (D.Z.)
| | - Dandan Zheng
- Department of Radiation Oncology, University of Nebraska Medical Center, Omaha, NE 68189, USA; (E.W.); (L.K.); (S.Z.)
- Correspondence: (C.Z.); (M.B.); (D.Z.)
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