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Searl T, Ohlander S, McVary KT, Podlasek CA. Pathway Enrichment Analysis of Microarray Data Fom Human Penis of Diabetic and Peyronie's Patients, in Comparison with Diabetic Rat Erectile Dysfunction Models. J Sex Med 2022; 19:37-53. [PMID: 34838480 PMCID: PMC9172970 DOI: 10.1016/j.jsxm.2021.10.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 09/01/2021] [Accepted: 10/06/2021] [Indexed: 01/03/2023]
Abstract
BACKGROUND Erectile dysfunction (ED) is a debilitating medical condition in which current treatments are minimally effective in diabetic patients due to neuropathy of the cavernous nerve, a peripheral nerve that innervates the penis. Loss of innervation causes apoptosis of penile smooth muscle, remodeling of corpora cavernosa (penile erectile tissue) morphology, and ED. AIM In this study, microarray and pathway analysis were used to obtain a global understanding of how signaling mechanisms are altered in diabetic patients and animal models as ED develops, in order to identify novel targets for disease management, and points of intervention for clinical therapy development. METHODS AND OUTCOMES Human corpora cavernosal tissue was obtained from diabetic (n = 4) and Peyronie's (control, n = 3) patients that were undergoing prosthesis implant to treat ED, and BB/WOR diabetic (n = 5) and resistant (n = 5) rats. RNA was extracted using TRIzol, DNase treated, and purified by Qiagen mini kit. Microarray was performed using the Human Gene 2.0 ST Array. (i) Alterations in patient and diabetic rat pathway signaling were examined using several analytical tools (ShinyGO, Metascape, WebGestalt, STRING) and databases, (ii) Strengths/weaknesses of the different pathway analysis tools were compared, and (iii) Comparison of human and rat (BB/WOR and Streptozotocin) pathway analysis was performed. Two technical replicates were performed. P value (FDR) < .15 was used as threshold for differential expression. FDR < 0.05 was considered significant. RESULTS Microarray identified 182 differentially expressed protein-coding genes. Pathway analysis revealed similar enrichments with different analytical tools. Down regulated pathways include development, tubular structure, sprouting, cell death, ischemia, angiogenesis, transcription, second messengers, and stem cell differentiation. ED patients, who have diabetes, incur significant loss of normal regulatory processes required for repair and replacement of injured corpora cavernosal tissue. Combined with loss of apoptotic regulatory mechanisms, this results in significant architectural remodeling of the corpora cavernosa, and loss of regenerative capacity in the penis. CLINICAL TRANSLATION This first report of microarray and pathway analysis in human corpora cavernosa, is critical for identification of novel pathways pertinent to ED and for validating animal models. STRENGTHS AND LIMITATIONS The analysis of tissue specific gene expression profiles provides a means of understanding drivers of disease and identifying novel pathways for clinical intervention. CONCLUSION Penis from diabetic ED patients lacks capacity for maintenance of corpora cavernosal architecture and regeneration, which are critical points for intervention for therapy development.
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Affiliation(s)
- Tim Searl
- Department of Urology, University of Illinois at Chicago, Chicago, IL, USA
| | - Samuel Ohlander
- Department of Urology, University of Illinois at Chicago, Chicago, IL, USA
| | - Kevin T McVary
- Department of Urology, Loyola University Stritch School of Medicine, Maywood, IL, USA
| | - Carol A Podlasek
- Departments of Urology, Physiology, Bioengineering, and Biochemistry, University of Illinois at Chicago, Chicago, IL, USA
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Musicki B, Burnett AL. Mechanisms underlying priapism in sickle cell disease: targeting and key innovations on the preclinical landscape. Expert Opin Ther Targets 2020; 24:439-450. [PMID: 32191546 DOI: 10.1080/14728222.2020.1745188] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Introduction: Priapism is prolonged penile erection in the absence of sexual arousal or desire and is a devastating condition affecting millions of patients with sickle cell disease (SCD) globally. Available drug treatments for SCD-related priapism remain limited and have been primarily reactive rather than preventive. Hence, there is an unmet need for new drug targets and pharmacologic therapies.Areas covered: We examine the molecular mechanisms underlying SCD-associated priapism evaluated mostly in animal models. In mouse models of SCD, molecular defects of priapism operating at the cavernous tissue level include reduced tonic NO/cGMP signaling, elevated oxidative/nitrosative stress, vascular adhesion molecule derangements, excessive adenosine and opiorphin signaling, dysregulated vasoconstrictive RhoA/ROCK signaling, and testosterone deficiency. We discuss the consequences of downregulated cGMP-dependent phosphodiesterase type 5 (PDE5) activity in response to these molecular signaling derangements, as the main effector mechanism causing unrestrained cavernous tissue relaxation that results in priapism.Expert opinion: Basic science studies are crucial for understanding the underlying pathophysiology of SCD-associated priapism. Understanding the molecular mechanisms could unearth new therapeutic targets for this condition based on these mechanisms. Treatment options should aim to improve deranged erection physiology regulatory signaling to prevent priapism and potentially restore or preserve erectile function.
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Affiliation(s)
- Biljana Musicki
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Arthur L Burnett
- The James Buchanan Brady Urological Institute and Department of Urology, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
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Ritz T, Rosenfield D, St Laurent CD, Trueba AF, Werchan CA, Vogel PD, Auchus RJ, Reyes-Serratos E, Befus AD. A novel biomarker associated with distress in humans: calcium-binding protein, spermatid-specific 1 (CABS1). Am J Physiol Regul Integr Comp Physiol 2017; 312:R1004-R1016. [PMID: 28381457 DOI: 10.1152/ajpregu.00393.2016] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2016] [Revised: 03/02/2017] [Accepted: 03/20/2017] [Indexed: 01/11/2023]
Abstract
Calcium-binding protein spermatid-specific 1 (CABS1) is expressed in the human submandibular gland and has an anti-inflammatory motif similar to that in submandibular rat 1 in rats. Here, we investigate CABS1 in human saliva and its association with psychological and physiological distress and inflammation in humans. Volunteers participated across three studies: 1) weekly baseline measures; 2) a psychosocial speech and mental arithmetic stressor under evaluative threat; and 3) during academic exam stress. Salivary samples were analyzed for CABS1 and cortisol. Additional measures included questionnaires of perceived stress and negative affect; exhaled nitric oxide; respiration and cardiac activity; lung function; and salivary and nasal inflammatory markers. We identified a CABS1 immunoreactive band at 27 kDa in all participants and additional molecular mass forms in some participants. One week temporal stability of the 27-kDa band was satisfactory (test-retest reliability estimate = 0.62-0.86). Acute stress increased intensity of 18, 27, and 55 kDa bands; 27-kDa increases were associated with more negative affect and lower heart rate, sympathetic activity, respiration rate, and minute ventilation. In both acute and academic stress, changes in 27 kDa were positively associated with salivary cortisol. The 27-kDa band was also positively associated with VEGF and salivary leukotriene B4 levels. Participants with low molecular weight CABS1 bands showed reduced habitual stress and negative affect in response to acute stress. CABS1 is readily detected in human saliva and is associated with psychological and physiological indicators of stress. The role of CABS1 in inflammatory processes, stress, and stress resilience requires careful study.
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Affiliation(s)
- Thomas Ritz
- Department of Psychology, Southern Methodist University, Dallas, Texas
| | - David Rosenfield
- Department of Psychology, Southern Methodist University, Dallas, Texas
| | - Chris D St Laurent
- Pulmonary Research Group, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - Ana F Trueba
- Department of Psychology, Southern Methodist University, Dallas, Texas.,Quito Brain and Behavior Laboratory, Universidad San Francisco de Quito, Quito, Ecuador
| | - Chelsey A Werchan
- Department of Psychology, Southern Methodist University, Dallas, Texas
| | - Pia D Vogel
- Department of Biological Sciences, Southern Methodist University, Dallas, Texas; and
| | - Richard J Auchus
- Department of Internal Medicine, University of Michigan Medical Center, Ann Arbor, Michigan
| | - Eduardo Reyes-Serratos
- Pulmonary Research Group, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada
| | - A Dean Befus
- Pulmonary Research Group, Department of Medicine, University of Alberta, Edmonton, Alberta, Canada;
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Jenkins LC, Mulhall JP. Impact of Prostate Cancer Treatments on Sexual Health. Prostate Cancer 2016. [DOI: 10.1016/b978-0-12-800077-9.00062-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
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Animal models of erectile dysfunction. J Pharmacol Toxicol Methods 2015; 76:43-54. [PMID: 26279495 DOI: 10.1016/j.vascn.2015.07.013] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2015] [Revised: 07/02/2015] [Accepted: 07/30/2015] [Indexed: 12/19/2022]
Abstract
Erectile dysfunction (ED) is a prevalent male sexual dysfunction with profound adverse effects on the physical and the psychosocial health of men and, subsequently, on their partners. The expanded use of various types of rodent models has produced some advances in the study of ED, and neurophysiological studies using various animal models have provided important insights into human sexual dysfunction. At present, animal models play a key role in exploring and screening novel drugs designed to treat ED.
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Fu S, Davies KP. Opiorphin-dependent upregulation of CD73 (a key enzyme in the adenosine signaling pathway) in corporal smooth muscle cells exposed to hypoxic conditions and in corporal tissue in pre-priapic sickle cell mice. Int J Impot Res 2015; 27:140-5. [PMID: 25833166 PMCID: PMC4504813 DOI: 10.1038/ijir.2015.5] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Revised: 01/08/2015] [Accepted: 02/12/2015] [Indexed: 01/01/2023]
Abstract
The precise molecular mechanisms underlying priapism associated with sickle cell disease remain to be defined. However, there is increasing evidence that up-regulated activity of the opiorphin and adenosine pathways in corporal tissue, resulting in heighted relaxation of smooth muscle, play an important role in development of priapism. A key enzyme in the adenosine pathway is CD73, an ecto-5-prime-nucleotidase (5-prime-ribonucleotide phosphohydrolase; EC 3.1.3.5) which catalyzes the conversion of adenosine mononucleotides to adenosine. In the present study we investigated how sickle cell disease and hypoxia regulate the interplay between opiorphin and CD73. In the corpora of sickle cell mice we observed significantly elevated expression of both the mouse opiorphin homologue mSmr3a (14-fold) and CD73 (2.2-fold) relative to non-sickle cell controls at a life-stage prior to the exhibition of priapism. Sickle cell disease has a pronounced hypoxic component, therefore we determined if CD73 was also modulated in in vitro corporal smooth muscle (CSM) models of hypoxia. Hypoxia significantly increased CD73 protein and mRNA expression by 1.5-fold and 2-fold, respectively. We previously demonstrated that expression of another component of the adenosine signaling pathway, the adensosine 2B receptor, can be regulated by sialorphin (the rat opiorphin homolologue), and we demonstrate that sialorphin also regulates CD73 expression in a dose and time dependent fashion. Using siRNA to knock-down sialorphin mRNA expression in CSM cells in vitro, we demonstrate that the hypoxic up-regulation of CD73 is dependent on the up-regulation of sialorphin. Overall our data provides further evidence to support a role for opiorphin in CSM in regulating the cellular response regulating response to hypoxia or sickle cell disease by activating smooth muscle relaxant pathways.
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Affiliation(s)
- S Fu
- Department of Urology, Albert Einstein College of Medicine, Bronx, NY, USA
| | - K P Davies
- 1] Department of Urology, Albert Einstein College of Medicine, Bronx, NY, USA [2] Department of Physiology and Biophysics, Albert Einstein College of Medicine, Bronx, NY, USA
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Calenda G, Strong TD, Pavlovich CP, Schaeffer EM, Burnett AL, Yu W, Davies KP, Bivalacqua TJ. Whole genome microarray of the major pelvic ganglion after cavernous nerve injury: new insights into molecular profile changes after nerve injury. BJU Int 2012; 109:1552-64. [DOI: 10.1111/j.1464-410x.2011.10705.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
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Bivalacqua TJ, Musicki B, Kutlu O, Burnett AL. New Insights into the Pathophysiology of Sickle Cell Disease‐Associated Priapism. J Sex Med 2012; 9:79-87. [DOI: 10.1111/j.1743-6109.2011.02288.x] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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Calenda G, Tong Y, Kanika ND, Tar MT, Suadicani SO, Zhang X, Melman A, Rougeot C, Davies KP. Reversal of diabetic vasculopathy in a rat model of type 1 diabetes by opiorphin-related peptides. Am J Physiol Heart Circ Physiol 2011; 301:H1353-9. [PMID: 21784987 DOI: 10.1152/ajpheart.00383.2011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Diabetes results in a myriad of vascular complications, often referred to as diabetic vasculopathy, which encompasses both microvascular [erectile dysfunction (ED), retinopathy, neuropathy, and nephropathy] and macrovascular complications (hypertension, coronary heart disease, and myocardial infarction). In diabetic animals and patients with ED, there is decreased opiorphin or opiorphin-related gene expression in corporal tissue. Both opiorphin and the rat homologous peptide sialorphin are found circulating in the plasma. In the present study, we investigated if diabetes induced changes in plasma sialorphin levels and if changes in these levels could modulate the biochemistry and physiology of vascular smooth muscle. We show that circulating sialorphin levels are reduced in a rat model of type I diabetes. Intracorporal injection of plasmids expressing sialorphin into diabetic rats restores sialorphin levels to those seen in the blood of nondiabetic animals and results in both improved erectile function and blood pressure. Sialorphin modulated the ability of C-type natriuretic peptide to relax both corporal and aortic smooth muscle strips and of bradykinin to regulate intracellular calcium levels in both corporal and aortic smooth muscle cells. We have previously shown that expression of genes encoding opiorphins is increased when erectile function is improved. Our findings thus suggest that by affecting circulating levels of opiorphin-related peptides, proper erectile function is not only an indicator but also a modulator of overall vascular health of a man.
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Affiliation(s)
- Giulia Calenda
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York 10461, USA
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Abstract
With the development and marketing of oral pharmacotherapy that is both noninvasive and successful in treating erectile dysfunction (ED), the quest to identify markers of organic ED lost ground. Indeed, the multi-factorial nature of ED may have led many researchers to conclude that searching for a universal marker of ED was futile. However, the realization that ED is strongly correlated with the overall health of men, and may act as a predictor for the development of cardiovascular disease (CVD) and diabetes, has stimulated interest in identifying genes that can distinguish organic ED. In addition, the potential ability to suggest to the patient that ED is reversible (i.e., psychogenic) with a simple test would be of significance to both the physician and patient, as well as for reimbursement issues for therapy by insurance companies. Such a marker may also act as a non-subjective measure of the degree of ED and the efficacy of treatment. This review discusses the importance of identifying such markers and recent work identifying potential markers in human patients.
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Affiliation(s)
- Kelvin P Davies
- Institute of Smooth Muscle Biology and Department of Urology, Albert Einstein College of Medicine, 1300 Morris Park Avenue, Bronx, NY10461, USA
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Calenda G, Tong Y, Tar M, Lowe D, Siragusa J, Melman A, Davies KP. Vcsa1 acts as a marker of erectile function recovery after gene therapeutic and pharmacological interventions. J Urol 2009; 181:2806-15. [PMID: 19375734 PMCID: PMC2864534 DOI: 10.1016/j.juro.2009.01.096] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2008] [Indexed: 01/15/2023]
Abstract
PURPOSE We identified molecular markers of erectile function, particularly those responding to erectile dysfunction treatment. MATERIALS AND METHODS Sprague-Dawley retired breeder rats were intracorporeally injected with pVAX-hSlo, pSMAA-hSlo or the control plasmid pVAX. One week later the intracorporeal pressure-to-blood pressure ratio and gene expression were determined by microarray analysis and quantitative reverse transcriptase-polymerase chain reaction. Rat corporeal cells were transfected in vitro with pVAX-hSlo, pSMAA-hSlo or pVAX and the change in gene expression was determined. We also determined whether Vcsa1 expression was changed after pharmacotherapy using tadalafil. RESULTS Animals treated with vectors expressing hSlo had significantly improved erectile function compared to that in controls, accompanied by changed expression of a subset of genes. Vcsa1 was one of the genes that was most changed in expression (the third of approximately 31,000 with greater than 10-fold up-regulation). Changes in gene expression were different than those observed in corporeal cells transfected in vitro, distinguishing gene expression changes that were a direct effect of hSlo over expression. When tadalafil was administered in retired breeder rats, the Vcsa1 transcript increased 4-fold in corporeal tissue compared to that in untreated controls. CONCLUSIONS Our study identifies a set of genes that are changed in response to improved erectile function, rather than as a direct effect of treatment. We noted Vcsa1 may act as marker of the restoration of erectile function after gene transfer and pharmacotherapy.
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Affiliation(s)
- Giulia Calenda
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Yuehong Tong
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Moses Tar
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Daniel Lowe
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Joseph Siragusa
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Arnold Melman
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
| | - Kelvin P. Davies
- From the Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York
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Abstract
INTRODUCTION The opiorphins are a newly characterized class of peptides that act as potent endogenous neutral endopeptidase (NEP) inhibitors. Recent reports have suggested that they play an important role in erectile physiology. AIM This article reviews recent developments that increase our understanding of the role of the opiorphin family of peptides in erectile physiology. METHODS During a microarray screen of gene changes that occur in a rat diabetic model of erectile dysfunction (ED), Vcsa1 was one of the most down-regulated genes in the rat corpora. Quantitative real-time polymerase chain reaction demonstrated that in at least three models of diseases that result in ED (diabetes, aging, and cavernous nerve [CN] transection), Vcsa1 was down-regulated in the rat corpora. The human opiorphin family of genes (hSMR3A/B and ProL1) also acts as markers of erectile function in patients with ED. MAIN OUTCOME MEASURES The reader will be informed of the most current research regarding the role of opiorphins in urogenital smooth muscle biology. RESULTS These observations led to the suggestion that genes encoding opiorphins (and potentially their peptide products) can act as markers of ED. Gene transfer of plasmids overexpressing Vcsa1 in aging rats, as well as intracorporal injection of sialorphin, led to an improvement in erectile function. In organ bath studies, we demonstrated that sialorphin can cause increased rates of relaxation of corporal smooth muscle (CSM). We have also demonstrated that in vitro, Vcsa1 causes changes in the expression of G-protein-coupled receptors (GPCRs). This has led us to suggest that the action of Vcsa1 on erectile physiology may act through relaxation of CSM by its ability to act as an inhibitor of NEP, therefore prolonging the action of peptide agonists at their GPCRs. CONCLUSIONS Overall, there is a growing body of evidence that the opiorphins play a role in regulating CSM tone and thereby erectile function.
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Affiliation(s)
- Kelvin Paul Davies
- Albert Einstein College of Medicine, Department of Urology and Institute of Smooth Muscle Biology, Bronx, NY 10461, USA.
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Morris KE, St Laurent CD, Hoeve RS, Forsythe P, Suresh MR, Mathison RD, Befus AD. Autonomic nervous system regulates secretion of anti-inflammatory prohormone SMR1 from rat salivary glands. Am J Physiol Cell Physiol 2008; 296:C514-24. [PMID: 19109528 DOI: 10.1152/ajpcell.00214.2008] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The autonomic nervous system regulates the secretion of bioactive proteins and peptides from salivary glands that can be important in systemic physiological responses. The prohormone submandibular rat-1, which is highly expressed in rat submandibular glands, can be cleaved to produce polypeptides with analgesic and anti-inflammatory activities. Human genes related to submandibular rat-1 have conserved biological functions and are potentially important in pain suppression, erectile function, and inflammation. In this study we describe the differential expression and posttranslational modification of submandibular rat-1 protein in salivary glands, the urogenital tract, lung, blood, and saliva in male Sprague-Dawley and Brown Norway rats. Submandibular rat-1 protein is secreted into saliva after the administration of beta-adrenergic or cholinergic agonists. Removal of the sympathetic ganglion that innervates the salivary glands results in increased levels of submandibular rat-1 protein in salivary glands. The secretion of submandibular rat-1 in response to physiological stress may provide a large pool of submandibular rat-1-derived peptide products that can promote analgesia and decrease inflammation locally and systemically. This pathway may be conserved among mammals and may constitute an important anti-inflammatory and analgesic response to stress.
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Affiliation(s)
- K E Morris
- 550A Heritage Medical Research Ctr., Pulmonary Research Group, Dept. of Medicine, Faculty of Medicine and Dentistry, Univ. of Alberta, Edmonton, AB, Canada T6G 2S2
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Abstract
OBJECTIVE To determine if ProL1, a member of the opiorphin family of genes, can modulate erectile physiology, as it encodes a peptide which acts as a neutral endopeptidase inhibitor, other examples of which (Vcsa1, hSMR3A) modulate erectile physiology. MATERIALS AND METHODS We cloned members of the opiorphin family of genes into the same mammalian expression backbone (pVAX); 100 microg of these plasmids (pVAX-Vcsa1, -hSMR3A, -hSMR3B and -ProL1) were injected intracorporally into retired breeder rats and the affect on erectile physiology assessed visually, by histology and by measuring the intracavernous pressure (ICP) and blood pressure (BP). As a positive control, rats were treated with pVAX-hSlo (expressing the MaxiK potassium channel) and as a negative control the empty backbone plasmid was injected (pVAX). We also compared the level of expression of ProL1 in corporal tissue of patients not reporting erectile dysfunction (ED), ED associated with diabetes and ED not caused by diabetes. RESULTS Gene transfer of plasmids expressing all members of the opiorphin family had a similar and significant effect on erectile physiology. At the concentration used in these experiments (100 microg) they resulted in higher resting ICP, and histological and visual analysis showed evidence of a priapic-like condition. After electrostimulation of the cavernous nerve, rats had significantly better ICP/BP than the negative control (pVAX). Gene transfer of pVAX-hSlo increased the ICP/BP ratio to a similar extent to the opiorphin homologues, but with no evidence for a priapic-like condition. Corpora cavernosa tissue samples obtained from men with ED, regardless of underlying causes, had significant down-regulation of both hSMR3A and ProL1. CONCLUSION All members of the human opiorphin family of genes can potentially modulate erectile physiology. Both hSMR3 and ProL1 are down-regulated in the corpora of men with ED, and therefore both genes can potentially act as markers of ED.
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Affiliation(s)
- Yuehong Tong
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, NY 10461, USA
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Tong Y, Tiplitsky SI, Tar M, Melman A, Davies KP. Transcription of G-protein coupled receptors in corporeal smooth muscle is regulated by the endogenous neutral endopeptidase inhibitor sialorphin. J Urol 2008; 180:760-6. [PMID: 18554633 PMCID: PMC2744426 DOI: 10.1016/j.juro.2008.03.187] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2007] [Indexed: 01/05/2023]
Abstract
PURPOSE Several reports suggest that the rat Vcsa1 gene is down-regulated in models of erectile dysfunction. The Vcsa protein product sialorphin is an endogenous neutral endopeptidase inhibitor and its down-regulation could result in prolonged activation of G-protein activated signaling pathways by their peptide agonists. We investigated whether Vcsa1 down-regulation could result in an adaptive change in GPCR (G-protein coupled receptor) expression. MATERIALS AND METHODS Gene expression in cultured rat corporeal smooth muscle cells following treatment with siRNA directed against Vcsa1 or the neutral endopeptidase gene was analyzed using microarray and quantitative reverse transcriptase-polymerase chain reaction. In rats Vcsa1 is one of the most down-regulated genes following bilateral transection of the cavernous nerves. In that animal model we also investigated whether Vcsa1 down-regulation was accompanied by similar changes in gene expression in corporeal smooth muscle cells in which Vcsa1 was knocked down in vitro. RESULTS Microarray analysis and quantitative reverse transcriptase-polymerase chain reaction demonstrated that corporeal smooth muscle cells treated in vitro with siRNA against Vcsa1 resulted in GPCR up-regulation as a functional group. In contrast, treatment of corporeal smooth muscle cells that lowered neutral endopeptidase activity resulted in decreased GPCR expression. These results suggest that the peptide product of Vcsa1, sialorphin, can effect GPCR expression by acting on neutral endopeptidase. In animals with bilaterally transected cavernous nerves the decreased Vcsa1 expression is accompanied by increased GPCR expression in cavernous tissue. CONCLUSIONS These experiments suggest that the mechanism by which Vcsa1 modulates erectile function is partly mediated through changes in GPCR expression.
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Affiliation(s)
- Yuehong Tong
- Department of Urology and Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York, USA
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Tong Y, Tar M, Monrose V, DiSanto M, Melman A, Davies KP. hSMR3A as a marker for patients with erectile dysfunction. J Urol 2007; 178:338-43. [PMID: 17512016 PMCID: PMC2094360 DOI: 10.1016/j.juro.2007.03.004] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2006] [Indexed: 11/23/2022]
Abstract
PURPOSE We recently reported that Vcsa1 is one of the most down-regulated genes in the corpora of rats in 3 distinct models of erectile dysfunction. Since gene transfer of plasmids expressing Vcsa1 or intracorporeal injection of its mature peptide product sialorphin into the corpora of aging rats was shown to restore erectile function, we proposed that the Vcsa1 gene has a direct role in erectile function. To determine if similar changes in gene expression occur in the corpora of human subjects with erectile dysfunction we identified a human homologue of Vcsa1 (hSMR3A) and determined the level of expression of hSMR3A in patients. MATERIALS AND METHODS hSMR3A was identified as a homologue of Vcsa1 by searching protein databases for proteins with similarity. hSMR3A cDNA was generated and subcloned into the plasmid pVAX to generate pVAX-hSMR3A. pVAX-hSMR3A (25 or 100 microg) was intracorporeally injected into aging rats. The effect on erectile physiology was compared histologically and by measuring intracorporeal pressure/blood pressure with controls treated with the empty plasmid pVAX. Total RNA was extracted from human corporeal tissue obtained from patients undergoing previously scheduled penile surgery. Patients were grouped according to normal erectile function (3), erectile dysfunction and diabetes (5) and patients without diabetes but with erectile dysfunction (5). Quantitative reverse-transcriptase polymerase chain reaction was used to determine the hSMR3A expression level. RESULTS Intracorporeal injection of 25 microg pVAX-hSMR3A was able to significantly increase the intracorporeal pressure-to-blood pressure ratio in aging rats compared to age matched controls. Higher amounts (100 microg) of gene transfer of the plasmid caused less of an improvement in the intracorporeal pressure-to-blood pressure ratio compared to controls, although there was histological and visual evidence that the animals were post-priapitic. These physiological effects were similar to previously reported effects of intracorporeal injection of pVAX-Vcsa1 into the corpora of aging rats, establishing hSMR3A as a functional homologue of Vcsa1. More than 10-fold down-regulation in hSMR3A transcript expression was observed in the corpora of patients with vs without erectile dysfunction. In patients with diabetes associated and nondiabetes associated erectile dysfunction hSMR3A expression was found to be down-regulated. CONCLUSIONS These results suggest that hSMR3A can act as a marker for erectile dysfunction associated with diabetic and nondiabetic etiologies. Given that our previous studies demonstrated that gene transfer of the Vcsa1 gene and intracorporeal injection of its protein product in rats can restore erectile function, these results suggest that therapies that increase the hSMR3A gene and product expression could potentially have a positive impact on erectile function.
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Affiliation(s)
- Yuehong Tong
- From the Institute of Smooth Muscle Biology, Department of Urology, Albert Einstein College of Medicine, Bronx, New York, New York
| | - Moses Tar
- From the Institute of Smooth Muscle Biology, Department of Urology, Albert Einstein College of Medicine, Bronx, New York, New York
| | - Val Monrose
- From the Institute of Smooth Muscle Biology, Department of Urology, Albert Einstein College of Medicine, Bronx, New York, New York
| | - Michael DiSanto
- From the Institute of Smooth Muscle Biology, Department of Urology, Albert Einstein College of Medicine, Bronx, New York, New York
| | - Arnold Melman
- From the Institute of Smooth Muscle Biology, Department of Urology, Albert Einstein College of Medicine, Bronx, New York, New York
| | - Kelvin P. Davies
- From the Institute of Smooth Muscle Biology, Department of Urology, Albert Einstein College of Medicine, Bronx, New York, New York
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Liu X, Gao X, Pang J, Zhang Y, Wang K, Fang Y, Wen X, Cai Y. Proteomic analysis of rat penile tissue in a model of erectile dysfunction after radical prostatectomy. BJU Int 2007; 99:1500-5. [PMID: 17419706 DOI: 10.1111/j.1464-410x.2007.06775.x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To identify differential protein expression in penile tissue in a rat model of erectile dysfunction (ED) at an early stage after bilateral cavernosal nerve (CN) neurectomy, using proteomic techniques. MATERIALS AND METHODS Twelve male adult Sprague-Dawley rats were randomly divided into two equal groups, one having bilateral CN resection and one a control group. The penises were harvested 7 days after CN resection. Total protein was separated into >1250 protein spots by two-dimensional electrophoresis using pH 3-10 nonlinear immobilized pH gradient strips. Differential expression of proteins was analysed using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry and database searching. RESULTS Thirty-two proteins were significantly changed in the denervated penis, of which 25 (including nine up-regulated and 16 down-regulated) with cytoskeletal functions, and pathophysiological functions related to energy metabolism and oxidative stress, were identified. Examples include transgelin, creatine kinase B, annexin-1 and galactin-7. CONCLUSIONS The expression of several important proteins participating in pathophysiological processes of penile tissue are changed early after bilateral CN neurectomy. These changes might give new insights into the cellular and molecular mechanisms involved in neurogenic ED development, and indicate potential therapeutic targets.
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Affiliation(s)
- Xiaopeng Liu
- Department of Urology of the Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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18
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Liu X, Gao X, Pang J, Zhang Y, Wang K, Fang Y, Wen X, Cai Y. Proteomic analysis of rat penile tissue in a model of erectile dysfunction after radical prostatectomy. BJU Int 2007. [DOI: 10.1111/j.1464-410x.2007.06842_99_6.x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Davies KP, Tar M, Rougeot C, Melman A. Sialorphin (the mature peptide product of Vcsa1) relaxes corporal smooth muscle tissue and increases erectile function in the ageing rat. BJU Int 2007; 99:431-5. [PMID: 17026587 PMCID: PMC2211563 DOI: 10.1111/j.1464-410x.2006.06577.x] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
OBJECTIVE To determine if the mature peptide product of the Vcsa1 gene, sialorphin, could restore erectile function in ageing rats, and whether these effects are mediated through relaxation of corporal smooth muscle tissue, as we recently reported that Vcsa1 is one of the most down-regulated genes in the corpora of rats in three distinct models of erectile dysfunction, and gene transfer of plasmids expressing Vcsa1 into the corpora of ageing rats restored erectile function. MATERIALS AND METHODS Sialorphin was injected intracorporeally into retired breeder rats, and the effect on the physiology of corporal tissue was analysed by intracorporal/blood pressure (ICP/BP) measurement at different times after injection. In organ-bath studies, the ability of sialorphin (1 microg/mL) to enhance C-type natriuretic peptide (CNP) relaxation of corporal smooth muscle tissue strips was investigated after pre-contraction with 1 microm phenylephrine. RESULTS Intracorporal injection of 100 microg sialorphin into retired breeder rats resulted in a time-dependent increase in the ICP/BP response to electrostimulation of the cavernosal nerve. After 55-65 min the ICP/BP ratio increased to approximately 0.6, a value associated with normal erectile function. In organ-bath studies after pre-contraction with 1 microm phenylephrine, 1 microm CNP significantly (67%) increased the relaxation rate of corporal tissue. This rate of relaxation was increased by 2.5-fold after incubation with sialorphin (1 microg/mL) compared with carrier alone. CONCLUSION These results show that sialorphin has a role in erectile function, probably through a mechanism that involves relaxation of corporal smooth muscle tissue.
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Affiliation(s)
- Kelvin P Davies
- Department of Urology, Institute of Smooth Muscle Biology, Albert Einstein College of Medicine, Bronx, New York 10461, USA.
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TONG YUEHONG, TAR MOSES, DAVELMAN FELIX, CHRIST GEORGE, MELMAN ARNOLD, DAVIES KELVINP. Variable coding sequence protein A1 as a marker for erectile dysfunction. BJU Int 2006; 98:396-401. [PMID: 16879685 PMCID: PMC2034203 DOI: 10.1111/j.1464-410x.2006.06247.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To investigate whether variable coding sequence protein A1 (Vcsa1) is down-regulated in rat models of diabetes and ageing, and to investigate the role of Vcsa1 in erectile function, as Vcsa1 is the most down-regulated gene in the corpora of a rat model of neurogenic erectile dysfunction (ED). MATERIALS AND METHODS Quantitative reverse-transcriptase polymerase-chain reaction was used to determine Vcsa1 expression in the corpora of rats in three models of ED, i.e. streptozotocin-induced diabetes, retired breeder (old), and neurogenic (bilaterally ligated cavernosal nerves), and in control rats. To confirm a physiological role of Vcsa1 in erectile function, we carried out gene transfer studies using a plasmid in which Vcsa1 was expressed from a cytomegalovirus promoter (pVAX-Vcsa1). This plasmid was injected intracorporally into old rats, and the effect on physiology of corporal tissue was analysed by intracorporal/blood pressure (ICP/BP) measurement and histological analysis, and compared with the effects of a positive control plasmid (pVAX-hSlo, which we previously reported to restore erectile function in diabetic and ageing rats) and a negative control plasmid (pVAX). RESULTS In each rat model of ED there was a significant down-regulation of the Vcsa1 transcript of at least 10-fold in corporal tissue. Remarkably, intracorporal injection with 80 microg pVAX-Vcsa1 caused priapism, as indicated by visible prolonged erection, histological appearance, and elevated resting ICP/BP. Lower doses of pVAX-Vcsa1 (5 and 25 microg) increased ICP/BP over that in untreated controls. CONCLUSION These results show that Vcsa1 has a role in erectile function and might be a molecular marker for organic ED. The role of Vcsa1 in erectile function suggests that it could represent a novel therapeutic target for treating ED.
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Affiliation(s)
- YUEHONG TONG
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, and *Wake Forest University, Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - MOSES TAR
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, and *Wake Forest University, Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - FELIX DAVELMAN
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, and *Wake Forest University, Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - GEORGE CHRIST
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, and *Wake Forest University, Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - ARNOLD MELMAN
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, and *Wake Forest University, Institute for Regenerative Medicine, Winston-Salem, NC, USA
| | - KELVIN P. DAVIES
- Department of Urology, Albert Einstein College of Medicine, Bronx, New York, and *Wake Forest University, Institute for Regenerative Medicine, Winston-Salem, NC, USA
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Lowe JB, Hunter DA, Talcott MR, Mackinnon SE. The Effects of Cavernous Nerve Grafting following Surgically Induced Loss of Erectile Function in a Large-Animal Model. Plast Reconstr Surg 2006; 118:69-80. [PMID: 16816676 DOI: 10.1097/01.prs.0000221034.94578.87] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
BACKGROUND Prostate cancer is the second most common cause of cancer deaths in men in the United States. Many patients experience partial or complete loss of erectile function following prostatectomy. The cavernous nerves can be reconstructed intraoperatively using sural nerve grafts in an attempt to restore erectile function. METHODS In this study, multiple anatomical dissections and neurologic assessments were used to define the position and histologic parameters of the cavernous nerve in a canine model. The subsequent experimental design included three groups of adult mongrel dogs followed for an 8-month period. Group 1, the control group, underwent bilateral nerve ablation to substantiate surgically induced loss of erectile function. Group 2, the "sham" group, underwent exploration only. Group 3 underwent bilateral cavernous nerve ablation with bilateral sural nerve graft reconstruction. Erectile function was evaluated with indirect electrical nerve and manual penile stimulation preoperatively and 1, 2, 4, 6, and 8 months postoperatively. Direct nerve stimulation and histologic analysis was preformed at the first operation and at the time the animals were euthanized at 8 months. RESULTS Bilateral cavernous nerve ablation resulted in a significant loss of erectile function for 8 months postoperatively in the control animals. The sham animals demonstrated preservation of erectile function immediately following exploration. The animals in the grafted group demonstrated a significant return of erectile function by 4 months compared with preoperative measurements and by 2 months compared with control animals. CONCLUSIONS This study establishes the first large-animal model for surgically induced loss of erectile function with successful cavernous nerve graft reconstruction, and it provides the unique opportunity to explore the effects of changes to this model in the future.
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Affiliation(s)
- James B Lowe
- Division of Plastic and Reconstructive Surgery, Washington University School of Medicine, USA.
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Sullivan CJ, Teal TH, Luttrell IP, Tran KB, Peters MA, Wessells H. Microarray analysis reveals novel gene expression changes associated with erectile dysfunction in diabetic rats. Physiol Genomics 2005; 23:192-205. [PMID: 16118269 PMCID: PMC3902176 DOI: 10.1152/physiolgenomics.00112.2005] [Citation(s) in RCA: 61] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023] Open
Abstract
To investigate the full range of molecular changes associated with erectile dysfunction (ED) in Type 1 diabetes, we examined alterations in penile gene expression in streptozotocin-induced diabetic rats and littermate controls. With the use of Affymetrix GeneChip arrays and statistical filtering, 529 genes/transcripts were considered to be differentially expressed in the diabetic rat cavernosum compared with control. Gene Ontology (GO) classification indicated that there was a decrease in numerous extracellular matrix genes (e.g., collagen and elastin related) and an increase in oxidative stress-associated genes in the diabetic rat cavernosum. In addition, PubMatrix literature mining identified differentially expressed genes previously shown to mediate vascular dysfunction [e.g., ceruloplasmin (Cp), lipoprotein lipase, and Cd36] as well as genes involved in the modulation of the smooth muscle phenotype (e.g., Kruppel-like factor 5 and chemokine C-X3-C motif ligand 1). Real-time PCR was used to confirm changes in expression for 23 relevant genes. Further validation of Cp expression in the diabetic rat cavernosum demonstrated increased mRNA levels of the secreted and anchored splice variants of Cp. CP protein levels showed a 1.9-fold increase in tissues from diabetic rats versus controls. Immunohistochemistry demonstrated localization of CP protein in cavernosal sinusoids of control and diabetic animals, including endothelial and smooth muscle layers. Overall, this study broadens the scope of candidate genes and pathways that may be relevant to the pathophysiology of diabetes-induced ED as well as highlights the potential complexity of this disorder.
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Affiliation(s)
- Chris J. Sullivan
- Department of Urology, University of Washington, School of Medicine and Harborview Medical Center, Seattle, WA 98104
| | - Thomas H. Teal
- Department of Urology, University of Washington, School of Medicine and Harborview Medical Center, Seattle, WA 98104
| | - Ian P. Luttrell
- Department of Urology, University of Washington, School of Medicine and Harborview Medical Center, Seattle, WA 98104
| | - Khoa B. Tran
- Department of Urology, University of Washington, School of Medicine and Harborview Medical Center, Seattle, WA 98104
| | - Mette A. Peters
- Center for Expression Arrays, University of Washington, Seattle, WA 98195
- All correspondence should be addressed to: Hunter Wessells, M.D., F.A.C.S., Department of Urology, Harborview Medical Center, 325 9 Avenue, Box 359868, Seattle, WA 98104-2499, Tel (206) 731-3205, Fax (206) 341-5442,
| | - Hunter Wessells
- Department of Urology, University of Washington, School of Medicine and Harborview Medical Center, Seattle, WA 98104
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Gopalakrishnan M, Shieh CC. Potassium channel subtypes as molecular targets for overactive bladder and other urological disorders. Expert Opin Ther Targets 2005; 8:437-58. [PMID: 15469394 DOI: 10.1517/14728222.8.5.437] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Potassium channels have re-emerged as attractive targets for overactive bladder and other urological diseases in recent years, in part due to an enhanced understanding of their molecular heterogeneity, tissue distribution, functional roles and regulation in physiological and pathological states. Cloning and heterologous expression analysis, coupled with the advancement of improved high-throughput screening techniques, have enabled expeditious identification of selective small-molecule openers and blockers for ATP-sensitive K+ channels, Ca2+-activated K+ channels and voltage-dependent K+ channel-KQT-like subfamily (KCNQ) members, and has paved the way in the assessment of efficacy and adverse effects in preclinical models. This review focuses on the rationale for molecular targeting of K+ channels, the current status of target validation, including preclinical proof-of-concept studies, and provides perspectives on the limitations and hurdles to be overcome in realising the potential of these targets for diverse urological indications such as overactive bladder, erectile dysfunction and prostate diseases.
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Affiliation(s)
- Murali Gopalakrishnan
- Abbott Laboratories, Neuroscience Research, Global Pharmaceutical Research and Development, Building AP9A, 3rd floor, 100 Abbott Park Road, Abbott Park, Illinois 60064, USA.
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Messaoudi M, Desor D, Nejdi A, Rougeot C. The endogenous androgen-regulated sialorphin modulates male rat sexual behavior. Horm Behav 2004; 46:684-91. [PMID: 15555512 DOI: 10.1016/j.yhbeh.2004.06.012] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/14/2003] [Revised: 01/08/2004] [Accepted: 06/14/2004] [Indexed: 10/26/2022]
Abstract
In sexually mature male rats, sialorphin is synthesized under androgenic control and its surge endocrine secretion is evoked in response to environmental acute stress. These findings led us to suggest that this signaling mediator might play a role in physiological and behavioral integration, especially reproduction. The present study investigates the effects induced by sialorphin on the male sexual behavior pattern. Intact male rats were treated in acute mode, with sialorphin at the 0.3, 1, and 3 microg/kg doses, before being paired with receptive female for 45 min. The data obtained show that sialorphin increased, in a dose-related manner, the occurrence of intromissions across the successive ejaculatory sequences. The rats treated with the highest 3 microg/kg dose significantly ejaculated less often compared to controls; however, 80% of them achieved up to three ejaculations. Further analyses of mount bouts for rats achieving three ejaculations reveal that there were significant stimulatory effects of sialorphin, at all doses, on the frequency of intromissions before ejaculation and on the propensity of males to engage in investigatory behavior directed to the female during the post-ejaculatory interval. Thus, sialorphin has the ability to modulate, at doses related to physiological circulating levels, the male rat mating pattern, that is, exerting a dual facilitative or inhibitory dose-dependent effect on the sexual performance, while stimulating the apparent sexual arousal or motivation. These findings led us to speculate that the endogenous androgen-regulated sialorphin helps modulate the adaptative balance between excitatory and inhibitory mechanisms serving appropriate male rat sexual response, depending on the context.
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Affiliation(s)
- M Messaoudi
- ETAP-Ethologie Appliquée, F-54500 Vandoeuvre-lès-Nancy, France
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