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Pagoni M, Zogopoulos VL, Kontogiannis S, Tsolakou A, Zoumpourlis V, Tsangaris GT, Fokaefs E, Michalopoulos I, Tsatsakis AM, Drakoulis N. Integrated Pharmacogenetic Signature for the Prediction of Prostatic Neoplasms in Men With Metabolic Disorders. Cancer Genomics Proteomics 2025; 22:285-305. [PMID: 39993800 PMCID: PMC11880924 DOI: 10.21873/cgp.20502] [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: 12/20/2024] [Revised: 01/14/2025] [Accepted: 01/16/2025] [Indexed: 02/26/2025] Open
Abstract
BACKGROUND/AIM Oncogenic processes are delineated by metabolic dysregulation. Drug likeness is pharmacokinetically tested through the CYP450 enzymatic system, whose genetic aberrations under epigenetic stress could shift male organisms into prostate cancer pathways. Our objective was to predict the susceptibility to prostate neoplasia, focused on benign prostatic hyperplasia (BPH) and prostate cancer (PCa), based on the pharmacoepigenetic and the metabolic profile of Caucasians. MATERIALS AND METHODS Two independent cohorts of 47,389 individuals in total were assessed to find risk associations of CYP450 genes with prostatic neoplasia. The metabolic profile of the first cohort was statistically evaluated and frequencies of absorption-distribution-metabolism-excretion-toxicity (ADMET) properties were calculated. Prediction of miRNA pharmacoepigenetic targeting was performed. RESULTS We found that prostate cancer and benign prostatic hyperplasia patients of the first cohort shared common cardiometabolic trends. Drug classes C08CA, C09AA, C09CA, C10AA, C10AX of the cardiovascular, and G04CA, G04CB of the genitourinary systems, were associated with increased prostate cancer risk, while C03CA and N06AB of the cardiovascular and nervous systems were associated with low-risk for PCa. CYP3A4*1B was the most related pharmacogenetic polymorphism associated with prostate cancer susceptibility. miRNA-200c-3p and miRNA-27b-3p seem to be associated with CYP3A4 targeting and prostate cancer predisposition. Metabolomic analysis indicated that 11β-OHT, 2β-OHT, 15β-OHT, 2α-OHT and 6β-OHT had a high risk, and 16α-OHT, and 16β-OHT had an intermediate disease-risk. CONCLUSION These findings constitute a novel integrated signature for prostate cancer susceptibility. Further studies are required to assess their predictive value more fully.
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Affiliation(s)
- Maria Pagoni
- Research Group of Clinical Pharmacology and Pharmacogenomics, Faculty of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece;
| | - Vasileios L Zogopoulos
- Centre of Systems Biology, Biomedical Research Foundation, Academy of Athens, Athens, Greece
| | | | - Annia Tsolakou
- Research Group of Clinical Pharmacology and Pharmacogenomics, Faculty of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece
| | | | - George Th Tsangaris
- Proteomics Research Unit, Biomedical Research Foundation, Academy of Athens, Athens, Greece;
| | | | - Ioannis Michalopoulos
- Centre of Systems Biology, Biomedical Research Foundation, Academy of Athens, Athens, Greece
| | - Aristidis M Tsatsakis
- Department of Forensic Sciences and Toxicology, Faculty of Medicine, University of Crete, Heraklion, Greece
| | - Nikolaos Drakoulis
- Research Group of Clinical Pharmacology and Pharmacogenomics, Faculty of Pharmacy, School of Health Sciences, National and Kapodistrian University of Athens, Athens, Greece
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Papagiannakis A, Kwiatkowski M, Wyler SF, Mortezavi A, Manka L, Wettstein MS, Grobholz R, Hammerer-Lercher A, Eberli D, Prause LW. Influence of Regular Statin Intake on Prostate-Specific Antigen Values, Prostate Cancer Incidence and Overall Survival in a Prospective Screening Trial (ERSPC Aarau). Cancer Med 2025; 14:e70485. [PMID: 39757796 DOI: 10.1002/cam4.70485] [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: 06/05/2024] [Revised: 10/16/2024] [Accepted: 11/28/2024] [Indexed: 01/07/2025] Open
Abstract
OBJECTIVE While statins have demonstrated a variety of antineoplastic effects in preclinical studies, several retrospective clinical studies and observational studies have not shown a consistent chemopreventive benefit against prostate cancer (PCa). Therefore, in this population-based cohort study, we examined the association of statin intake on prostate specific antigen (PSA) values and risk of development of PCa. METHOD N = 4,314 men from the Swiss section of the European Randomized Study of Screening for Prostate Cancer (ERSPC) were evaluated. N = 761 men were statin users [Stat+]. The median follow-up was 9.6 years. A transrectal prostate biopsy was performed in men with a PSA-level ≥ 3 ng/mL. Mortality and incidence data was obtained through registry linkages. PCa incidence, total serum PSA level, free-to-total PSA level, and overall survival were compared between [Stat+] and [Stat-] patients. RESULTS Total PSA values were significantly lower in [Stat+] patients at baseline (1.5 vs. 1.8 ng/mL, p < 0.001) and at last follow-up (1.8 vs. 2.1 ng/mL, p < 0.001). PCa detection during the follow-up period was significantly associated with baseline PSA. The overall incidence of PCa showed no statistical difference among [Stat+] and [Stat-] groups (7.4% vs. 9.5%, p = 0.08), indicating that statin use had no effect on the risk of developing PCa during follow-up. [Stat+] patients had a significantly higher overall mortality risk compared to [Stat-] patients (HR 2.04, p < 0.001). DISCUSSION A significant risk reduction in the development of PCa in [Stat+] patients was not found. We did observe lower PSA values among [Stat+] patients, compared to [Stat-] patients, with an increasing difference during follow-up.
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Affiliation(s)
| | - Maciej Kwiatkowski
- Department of Urology, Cantonal Hospital Aarau, Aarau, Switzerland
- Member of Medical Faculty, University of Basel, Basel, Switzerland
- Department of Urology, Academic Hospital Braunschweig, Braunschweig, Germany
| | - Stephen F Wyler
- Department of Urology, Cantonal Hospital Aarau, Aarau, Switzerland
- Member of Medical Faculty, University of Basel, Basel, Switzerland
| | - Ashkan Mortezavi
- Department of Urology, University Hospital Zurich, Zurich, Switzerland
- Department of Urology, University Hospital Basel, Basel, Switzerland
| | - Lukas Manka
- Department of Urology, Academic Hospital Braunschweig, Braunschweig, Germany
- Department of Urology, Faculty of Health Sciences Brandenburg, Brandenburg Medical School Theodor Fontane, Potsdam, Germany
| | - Marian S Wettstein
- Department of Surgery, Division of Urology, University of Toronto, Toronto, Canada
| | - Rainer Grobholz
- Cantonal Hospital Aarau, Institute of Pathology, Aarau, Switzerland
| | - Angelika Hammerer-Lercher
- Cantonal Hospital Aarau, Institute of Laboratory Medicine, Aarau, Switzerland
- Member of Medical Faculty, University of Bern, Bern, Switzerland
| | - Daniel Eberli
- Department of Urology, University Hospital Zurich, Zurich, Switzerland
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Hayashi T, Miyamoto T, Iwane S, Fujitani M, Uchitani K, Koizumi Y, Hirata A, Kinoshita H, Kawabata A. Opposing impact of hypertension/diabetes following hormone therapy initiation and preexisting statins on castration resistant progression of nonmetastatic prostate cancer: a multicenter study. Sci Rep 2024; 14:23119. [PMID: 39367145 PMCID: PMC11452672 DOI: 10.1038/s41598-024-73197-y] [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: 02/17/2024] [Accepted: 09/16/2024] [Indexed: 10/06/2024] Open
Abstract
Hormone therapy, especially androgen deprivation therapy (ADT), is effective against prostate cancer (PC), whereas long-term ADT is a risk for metabolic/cardiovascular disorders including diabetes (DM), hypertension (HT) and dyslipidemia (DL), and might result in progression to castration-resistant prostate cancer (CRPC). We thus conducted a multicenter retrospective cohort study to ask whether CRPC progression would be associated positively with HT, DM or DL and negatively with statins prescribed for treatment of DL. In this study, 1,112 nonmetastatic PC patients undergoing ADT were enrolled. Univariate statistical analyses clearly showed significant association of HT or DM developing after ADT onset, though not preexisting HT or DM, with early CRPC progression. On the other hand, preexisting DL or statin use, but not newly developed DL or started statin prescriptions following ADT, was negatively associated with CRPC progression. Multivariate analysis revealed significant independent association of the newly developed DM or HT, or preexisting statin use with CRPC progression [adjusted hazard ratios (95% confidence intervals): 3.85 (1.65-8.98), p = 0.002; 2.75 (1.36-5.59), p = 0.005; 0.25 (0.09-0.72), p = 0.010, respectively]. Together, ADT-related development of HT or DM and preexisting statin use are considered to have positive and negative impact on CRPC progression, respectively.
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Affiliation(s)
- Tomonori Hayashi
- Department of Pharmacy, Kindai University Nara Hospital, 1248-1 Otodacho, Ikoma, Nara, 630-0293, Japan
| | - Tomoyoshi Miyamoto
- School of Pharmacy, Hyogo Medical University, 1-3-6 Minatojima, Chuo-ku, Hyogo, 663- 8530, Japan
- Laboratory of Pharmacology and Pathophysiology, Faculty of Pharmacy, Kindai University, 3- 4-1 Kowakae, Higashi-Osaka, Osaka, 577-8502, Japan
| | - Shiori Iwane
- Department of Hospital Pharmacy, Kansai Medical University, 2-3-1 Shinmachi, Hirakata, Osaka, 573-1191, Japan
- Laboratory of Pharmacology and Pathophysiology, Faculty of Pharmacy, Kindai University, 3- 4-1 Kowakae, Higashi-Osaka, Osaka, 577-8502, Japan
| | - Masanori Fujitani
- Department of Pharmacy, Seichokai Fuchu Hospital, 1-10-1, Hiko-Town, Izumi, Osaka, 594-0076, Japan
| | - Kazuki Uchitani
- Department of Hospital Pharmacy, Kansai Medical University, 2-3-1 Shinmachi, Hirakata, Osaka, 573-1191, Japan
| | - Yuichi Koizumi
- Department of Pharmacy, Seichokai Fuchu Hospital, 1-10-1, Hiko-Town, Izumi, Osaka, 594-0076, Japan
| | - Atsushi Hirata
- Department of Pharmacy, Kindai University Nara Hospital, 1248-1 Otodacho, Ikoma, Nara, 630-0293, Japan
| | - Hidefumi Kinoshita
- Department of Urology and Andrology, Kansai Medical University, 2-3-1 Shinmachi, Hirakata, Osaka, 573-1191, Japan
| | - Atsufumi Kawabata
- Laboratory of Pharmacology and Pathophysiology, Faculty of Pharmacy, Kindai University, 3- 4-1 Kowakae, Higashi-Osaka, Osaka, 577-8502, Japan.
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Brassetti A, Tedesco F, Cacciatore L, Prata F, Ragusa A, Iannuzzi A, Lombardo R, Tema G, Cicione A, Tubaro A, Simone G, DE Nunzio C. Statins may increase the risk of being diagnosed with prostate cancer. Minerva Urol Nephrol 2024; 76:74-80. [PMID: 37795695 DOI: 10.23736/s2724-6051.23.05454-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/06/2023]
Abstract
BACKGROUND Although statins are known to protect against cardiovascular accidents, their anti-inflammatory features could play a role in preventing tumorigenesis. We investigated the association between statin intake and prostate cancer (PCa) diagnosis and aggressiveness. METHODS A retrospective analysis was performed. Our dataset on patients undergone systematic prostate biopsy from December 2008 to December 2022 was searched for histopathologic and clinical data. Prognostic Grade Group ≥3 tumors were defined as high-grade (HG). The association between Metabolic Syndrome (MetS), statin use and PCa diagnosis and HG disease was assessed using logistic regression analyses. RESULTS Data on 1685 patients were collected; MetS affected 344 (20.4%) men and 138 (36.5%) were taking statins at least for 6 months at the time of biopsy. Among the 671 (39.8%) men diagnosed with PCa, 327 (48.7%) presented with a HG disease. Tumor incidence was higher among men taking statins, compared to controls (46.8% vs. 37.8%; P=0.002); also, high grade diseases were more common in the former group, but the difference did not reach statistical significance (49.1% vs. 48.6%; P=0.89). Statin intake (OR 1.44; 95% CI [1.05-1.98]; P=0.02) independently predicted PCa diagnosis but not high-grade disease (P=0.8). CONCLUSIONS Statin use may be associated with an increased risk of PCa diagnosis.
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Affiliation(s)
- Aldo Brassetti
- Department of Urology, IRCCS "Regina Elena" National Cancer Institute, Rome, Italy
| | - Francesco Tedesco
- Department of Urology, Fondazione Policlinico Universitario Campus Bio-Medico of Rome, Rome, Italy -
| | - Loris Cacciatore
- Department of Urology, Fondazione Policlinico Universitario Campus Bio-Medico of Rome, Rome, Italy
| | - Francesco Prata
- Department of Urology, Fondazione Policlinico Universitario Campus Bio-Medico of Rome, Rome, Italy
| | - Alberto Ragusa
- Department of Urology, Fondazione Policlinico Universitario Campus Bio-Medico of Rome, Rome, Italy
| | - Andrea Iannuzzi
- Department of Urology, Fondazione Policlinico Universitario Campus Bio-Medico of Rome, Rome, Italy
| | - Riccardo Lombardo
- Department of Urology, Sant'Andrea Hospital, Sapienza University, Rome, Italy
| | - Giorgia Tema
- Department of Urology, Sant'Andrea Hospital, Sapienza University, Rome, Italy
| | - Antonio Cicione
- Department of Urology, Sant'Andrea Hospital, Sapienza University, Rome, Italy
| | - Andrea Tubaro
- Department of Urology, Sant'Andrea Hospital, Sapienza University, Rome, Italy
| | - Giuseppe Simone
- Department of Urology, IRCCS "Regina Elena" National Cancer Institute, Rome, Italy
| | - Cosimo DE Nunzio
- Department of Urology, Sant'Andrea Hospital, Sapienza University, Rome, Italy
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Yan Z, Xu Y, Li K, Liu L. Association between genetically proxied HMGCR inhibition and male reproductive health: A Mendelian randomization study. Medicine (Baltimore) 2023; 102:e34690. [PMID: 37773823 PMCID: PMC10545124 DOI: 10.1097/md.0000000000034690] [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: 07/11/2023] [Accepted: 07/20/2023] [Indexed: 10/01/2023] Open
Abstract
BACKGROUND The causal associations between statin use and male sex hormone levels and related disorders have not been fully understood. In this study, we employed Mendelian randomization for the first time to investigate these associations. METHODS In two-sample Mendelian randomization framework, genetic proxies for hydroxy-3-methylglutaryl-coenzyme A reductase (HMGCR) inhibition were identified as variants in the HMGCR gene that were associated with both levels of gene expression and low density lipoprotein cholesterol (LDL-C). We assessed the causal relationship between HMGCR inhibitor and 5 sex hormone levels/2 male-related diseases. Additionally, we investigated the association between 4 circulating lipid traits and outcomes. The "inverse variance weighting" method was used as the primary approach, and we assessed for potential heterogeneity and pleiotropy. In a secondary analysis, we revalidated the impact of HMGCR on 7 major outcomes using the summary-data-based Mendelian randomization method. RESULTS Our study found a significant causal association between genetic proxies for HMGCR inhibitor and decreased levels of total testosterone (TT) (LDL-C per standard deviation = 38.7mg/dL, effect = -0.20, 95% confidence interval [CI] = -0.25 to -0.15) and bioavailable testosterone (BT) (effect = -0.15, 95% CI = -0.21 to -0.10). Obesity-related factors were found to mediate this association. Furthermore, the inhibitor were found to mediate a reduced risk of prostate cancer (odds ratio = 0.81, 95%CI = 0.7-0.93) by lowering bioavailable testosterone levels, without increasing the risk of erectile dysfunction (P = .17). On the other hand, there was a causal association between increased levels of LDL-C, total cholesterol, triglycerides (TG) and decreased levels of TT, sex hormone-binding globulin, and estradiol. CONCLUSIONS The use of HMGCR inhibitor will reduce testosterone levels and the risk of prostate cancer without the side effect of erectile dysfunction. LDL-C, total cholesterol, and TG levels were protective factors for TT, sex hormone-binding globulin, and estradiol.
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Affiliation(s)
- Zhaoqi Yan
- Jiangxi University of Traditional Chinese Medicine, Graduate School, Nanchang, Jiangxi, China
| | - Yifeng Xu
- Jiangxi University of Traditional Chinese Medicine, Graduate School, Nanchang, Jiangxi, China
| | - Keke Li
- Jiangxi University of Traditional Chinese Medicine, Graduate School, Nanchang, Jiangxi, China
| | - Liangji Liu
- Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine, Pneumology Department, Nanchang, Jiangxi, China
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Bergengren O, Pekala KR, Matsoukas K, Fainberg J, Mungovan SF, Bratt O, Bray F, Brawley O, Luckenbaugh AN, Mucci L, Morgan TM, Carlsson SV. 2022 Update on Prostate Cancer Epidemiology and Risk Factors-A Systematic Review. Eur Urol 2023; 84:191-206. [PMID: 37202314 PMCID: PMC10851915 DOI: 10.1016/j.eururo.2023.04.021] [Citation(s) in RCA: 234] [Impact Index Per Article: 117.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2023] [Revised: 03/29/2023] [Accepted: 04/20/2023] [Indexed: 05/20/2023]
Abstract
CONTEXT Prostate cancer (PCa) is one of the most common cancers worldwide. Understanding the epidemiology and risk factors of the disease is paramount to improve primary and secondary prevention strategies. OBJECTIVE To systematically review and summarize the current evidence on the descriptive epidemiology, large screening studies, diagnostic techniques, and risk factors of PCa. EVIDENCE ACQUISITION PCa incidence and mortality rates for 2020 were obtained from the GLOBOCAN database of the International Agency for Research on Cancer. A systematic search was performed in July 2022 using PubMed/MEDLINE and EMBASE biomedical databases. The review was conducted in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-analyses guidelines and was registered in PROSPERO (CRD42022359728). EVIDENCE SYNTHESIS Globally, PCa is the second most common cancer, with the highest incidence in North and South America, Europe, Australia, and the Caribbean. Risk factors include age, family history, and genetic predisposition. Additional factors may include smoking, diet, physical activity, specific medications, and occupational factors. As PCa screening has become more accepted, newer approaches such as magnetic resonance imaging (MRI) and biomarkers have been implemented to identify patients who are likely to harbor significant tumors. Limitations of this review include the evidence being derived from meta-analyses of mostly retrospective studies. CONCLUSIONS PCa remains the second most common cancer among men worldwide. PCa screening is gaining acceptance and will likely reduce PCa mortality at the cost of overdiagnosis and overtreatment. Increasing use of MRI and biomarkers for the detection of PCa may mitigate some of the negative consequences of screening. PATIENT SUMMARY Prostate cancer (PCa) remains the second most common cancer among men, and screening for PCa is likely to increase in the future. Improved diagnostic techniques can help reduce the number of men who need to be diagnosed and treated to save one life. Avoidable risk factors for PCa may include factors such as smoking, diet, physical activity, specific medications, and certain occupations.
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Affiliation(s)
- Oskar Bergengren
- Department of Surgery (Urology Service), Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Surgical Sciences, Uppsala University, Uppsala, Sweden.
| | - Kelly R Pekala
- Department of Surgery (Urology Service), Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | | | - Jonathan Fainberg
- Department of Surgery (Urology Service), Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Sean F Mungovan
- Westmead Private Physiotherapy Services and The Clinical Research Institute, Westmead Private Hospital, Sydney, Australia
| | - Ola Bratt
- Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden
| | - Freddie Bray
- Cancer Surveillance Branch, International Agency for Research on Cancer, Lyon, France
| | - Otis Brawley
- Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA; Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Lorelei Mucci
- Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Todd M Morgan
- Department of Urology, University of Michigan, Ann Arbor, MI, USA
| | - Sigrid V Carlsson
- Department of Surgery (Urology Service), Memorial Sloan Kettering Cancer Center, New York, NY, USA; Department of Urology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Gothenburg, Sweden; Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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7
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Pharmacological Efficacy of Repurposing Drugs in the Treatment of Prostate Cancer. Int J Mol Sci 2023; 24:ijms24044154. [PMID: 36835564 PMCID: PMC9959639 DOI: 10.3390/ijms24044154] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 02/12/2023] [Accepted: 02/17/2023] [Indexed: 02/22/2023] Open
Abstract
Worldwide, prostate cancer (PC) is the second most frequent cancer among men and the fifth leading cause of death; moreover, standard treatments for PC have several issues, such as side effects and mechanisms of resistance. Thus, it is urgent to find drugs that can fill these gaps, and instead of developing new molecules requiring high financial and time investments, it would be useful to select non-cancer approved drugs that have mechanisms of action that could help in PC treatment, a process known as repurposing drugs. In this review article, drugs that have potential pharmacological efficacy are compiled to be repurposed for PC treatment. Thus, these drugs will be presented in the form of pharmacotherapeutic groups, such as antidyslipidemic drugs, antidiabetic drugs, antiparasitic drugs, antiarrhythmic drugs, anti-inflammatory drugs, antibacterial drugs, antiviral drugs, antidepressant drugs, antihypertensive drugs, antifungal drugs, immunosuppressant drugs, antipsychotic drugs, antiepileptic and anticonvulsant drugs, bisphosphonates and drugs for alcoholism, among others, and we will discuss their mechanisms of action in PC treatment.
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