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Höhle D, van Rooij K, Bloemers J, Pfaus JG, Michiels F, Janssen P, Claassen E, Tuiten A. A survival of the fittest strategy for the selection of genotypes by which drug responders and non-responders can be predicted in small groups. PLoS One 2021; 16:e0246828. [PMID: 33667227 PMCID: PMC7935233 DOI: 10.1371/journal.pone.0246828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2019] [Accepted: 01/27/2021] [Indexed: 11/25/2022] Open
Abstract
Phenotype Prediction Scores (PPS) might be powerful tools to predict traits or the efficacy of treatments based on combinations of Single-Nucleotide Polymorphism (SNPs) in large samples. We developed a novel method to produce PPS models for small samples sizes. The set of SNPs is first filtered on those known to be relevant in biological pathways involved in a clinical condition, and then further filtered repeatedly in a survival strategy to select stabile positive/negative risk alleles. This method is applied on Female Sexual Interest/Arousal Disorder (FSIAD), for which two subtypes has been proposed: 1) a relatively insensitive excitatory system in the brain for sexual cues, and 2) a dysfunctional activation of brain mechanisms for sexual inhibition. A double-blind, randomized, placebo-controlled cross-over experiment was conducted on 129 women with FSIAD. The women received three different on-demand drug-combination treatments during 3 two-week periods: testosterone (0.5 mg) + sildenafil (50 mg), testosterone (0.5 mg) + buspirone (10 mg), or matching placebos. The resulted PPS were independently validated on patient-level and group-level. The AUC scores for T+S of the derivation set was 0.867 (95% CI = 0.796-0.939; p<0.001) and was 0.890 (95% CI = 0.778-1.000; p<0.001) on the validation set. For T+B the AUC of the derivation set was 0.957 (95% CI = 0.921-0.992; p<0.001) and 0.869 (95% CI = 0.746-0.992; p<0.001) for the validation set. Both formulas could reliably predict for each drug who benefit from the on-demand drugs and could therefore be useful in clinical practice.
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Affiliation(s)
| | - Kim van Rooij
- Emotional Brain B.V., Almere, The Netherlands
- Utrecht Institute for Pharmaceutical Sciences and Rudolf Magnus Institute of Neuroscience, Utrecht University, Utrecht, The Netherlands
| | - Jos Bloemers
- Emotional Brain B.V., Almere, The Netherlands
- Utrecht Institute for Pharmaceutical Sciences and Rudolf Magnus Institute of Neuroscience, Utrecht University, Utrecht, The Netherlands
| | - James G Pfaus
- Centro de Investigaciones Cerebrales, Xalapa, Mexico
| | - Frits Michiels
- Chemistry and Life Sciences, V.O. Patients & Trademarks, Amsterdam, The Netherlands
| | - Paddy Janssen
- Department of Clinical Pharmacy and Toxicology, Maastricht University Medical Center+, Maastricht, The Netherlands
- Department of Hospital Pharmacy, VieCuri Medical Center Venlo, Venlo, The Netherlands
| | - Eric Claassen
- Emotional Brain B.V., Almere, The Netherlands
- Athena Institute, Faculty of Science, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands
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Tao L, Duan Z, Liu Y, Hou H, Zhang X. Correlation of sexual dysfunction with sex hormone and estrogen receptor gene polymorphism in Chinese Han women with epilepsy. Epilepsy Res 2020; 169:106527. [PMID: 33360539 DOI: 10.1016/j.eplepsyres.2020.106527] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 11/24/2020] [Accepted: 12/05/2020] [Indexed: 11/27/2022]
Abstract
OBJECTIVE Women with epilepsy (WWE) have a high risk of sexual dysfunction (SD). We aimed to investigate the incidence of SD, the correlation between SD, sex hormone and estrogen receptor (ER) gene polymorphism in Chinese Han WWE. METHODS This cross-sectional study examined 112 married WWE in the Affiliated Hospital of Yangzhou University who were taking antiepileptic drugs (AEDs) for ≥1 year, and 120 healthy controls without epilepsy, all of Chinese Han nationality. The age, menstruation, fertility of all the subjects and disease details of WWE were recorded. The Chinese version of female sexual function index (FSFI) was used to investigate the sexual function of the subjects. The chemiluminescence method was used for the detection of sex hormones, while polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP) was used to determine the ER gene polymorphism. The differences of the sexual function, sex hormone, ER genotype, and allele frequency were compared between the two groups. The correlation between SD, sex hormone and ER gene polymorphism was also analyzed. RESULTS (1) A high rate (70.5%) of SD was detected in WWE. (2) The serum prolactin (PRL) level (P = 0.039) and the ratio of estradiol to progesterone (E2/P) (P<0.001) in the WWE group were significantly higher than those in the control group. The allele frequencies of ERα-PvuII C (P = 0.001) and ERβ-AluI A (P = 0.001) in the WWE group were significantly higher than those in the control group. (3) Binary logistic regression analysis showed that serum testosterone level [odds ratio (OR) = 0.412, 95 % confidence interval (CI): 0.201-0.842, P = 0.015], and PvuII CC genotype [odds ratio (OR) = 6.074, 95 % confidence interval (CI): 1.257-29.352, P = 0.025] were independently correlated with SD. CONCLUSION The incidence of SD in Chinese Han WWE is high. High serum testosterone levels may exert a protective effect on sexual function. ERα-PvuII polymorphism is related to the susceptibility of SD, and PvuII CC genotype may be the risk genotype of SD.
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Affiliation(s)
- Lihong Tao
- Department of Neurology, The Affiliated Hospital of Yangzhou University, No. 368, Hanjiang Road, Yangzhou, Jiangsu 225012, China.
| | - Zuowei Duan
- Department of Neurology, The Affiliated Hospital of Yangzhou University, No. 368, Hanjiang Road, Yangzhou, Jiangsu 225012, China.
| | - Yihui Liu
- Department of Neurology, The Affiliated Hospital of Yangzhou University, No. 368, Hanjiang Road, Yangzhou, Jiangsu 225012, China.
| | - Hongling Hou
- Department of Neurology, The Affiliated Hospital of Yangzhou University, No. 368, Hanjiang Road, Yangzhou, Jiangsu 225012, China.
| | - Xinjiang Zhang
- Department of Neurology, The Affiliated Hospital of Yangzhou University, No. 368, Hanjiang Road, Yangzhou, Jiangsu 225012, China.
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3
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Tuiten A, Michiels F, Böcker KB, Höhle D, van Honk J, de Lange RP, van Rooij K, Kessels R, Bloemers J, Gerritsen J, Janssen P, de Leede L, Meyer JJ, Everaerd W, Frijlink HW, Koppeschaar HP, Olivier B, Pfaus JG. Genotype scores predict drug efficacy in subtypes of female sexual interest/arousal disorder: A double-blind, randomized, placebo-controlled cross-over trial. ACTA ACUST UNITED AC 2018; 14:1745506518788970. [PMID: 30016917 PMCID: PMC6052493 DOI: 10.1177/1745506518788970] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Attempts to develop a drug treatment for female sexual interest/arousal disorder
have so far been guided by the principle of ‘one size fits all’, and have failed
to acknowledge the complexity of female sexuality. Guided by personalized
medicine, we designed two on-demand drugs targeting two distinct hypothesized
causal mechanisms for this sexual disorder. The objective of this study was to
design and test a novel procedure, based on genotyping, that predicts which of
the two on-demand drugs will yield a positive treatment response. In a
double-blind, randomized, placebo-controlled cross-over experiment, 139 women
with female sexual interest/arousal disorder received three different on-demand
drug-combination treatments during three 2-week periods: testosterone
0.5 mg + sildenafil 50 mg, testosterone 0.5 mg + buspirone 10 mg, and matching
placebo. The primary endpoint was change in satisfactory sexual events.
Subjects’ genetic profile was assessed using a microarray chip that measures
300,000 single-nucleotide polymorphisms. A preselection of single-nucleotide
polymorphisms associated with genes that are shown to be involved in sexual
behaviour were combined into a Phenotype Prediction Score. The Phenotype
Prediction Score demarcation formula was developed and subsequently validated on
separate data sets. Prediction of drug-responders with the Phenotype Prediction
Score demarcation formula gave large effect sizes (d = 0.66 through 1.06) in the
true drug-responders, and medium effect sizes (d = 0.51 and d = 0.47) in all
patients (including identified double, and non-responders). Accuracy,
sensitivity, specificity, positive predictive value, and negative predictive
value of the Phenotype Prediction Score demarcation formula were all between
0.78 and 0.79, and thus sufficient. The resulting Phenotype Prediction Score was
validated and shown to effectively and reliably predict which women would
benefit from which on-demand drug, and could therefore also be useful in
clinical practice, as a companion diagnostic establishing the way to a true
personalized medicine approach.
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Affiliation(s)
| | - Frits Michiels
- 2 Chemistry and Life Sciences, V.O. Patients & Trademarks, Amsterdam, The Netherlands
| | | | - Daniël Höhle
- 3 Alan Turing Institute Almere, Almere, The Netherlands
| | - Jack van Honk
- 4 Department of Experimental Psychology, Utrecht University, Utrecht, The Netherlands.,5 Institute of Infectious Disease and Molecular Medicine (IDM), University of Cape Town, Cape Town, South Africa.,6 Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa
| | | | - Kim van Rooij
- 1 Emotional Brain BV, Almere, The Netherlands.,7 Utrecht Institute for Pharmaceutical Sciences and Rudolf Magnus Institute of Neuroscience, Utrecht University, Utrecht, The Netherlands
| | - Rob Kessels
- 1 Emotional Brain BV, Almere, The Netherlands
| | - Jos Bloemers
- 1 Emotional Brain BV, Almere, The Netherlands.,7 Utrecht Institute for Pharmaceutical Sciences and Rudolf Magnus Institute of Neuroscience, Utrecht University, Utrecht, The Netherlands
| | - Jeroen Gerritsen
- 1 Emotional Brain BV, Almere, The Netherlands.,7 Utrecht Institute for Pharmaceutical Sciences and Rudolf Magnus Institute of Neuroscience, Utrecht University, Utrecht, The Netherlands
| | - Paddy Janssen
- 8 Division of Pharmacology, Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Utrecht, The Netherlands.,9 Department of Central Hospital Pharmacy, Viecuri Hospital, Venlo, The Netherlands
| | - Leo de Leede
- 10 Exelion Bio-Pharmaceutical Consultancy B.V., Waddinxveen, The Netherlands
| | - John-Jules Meyer
- 3 Alan Turing Institute Almere, Almere, The Netherlands.,11 Department of Information and Computing Sciences, Utrecht University, Utrecht, The Netherlands
| | - Walter Everaerd
- 12 Department of Psychology, University of Amsterdam, Amsterdam, The Netherlands
| | - Henderik W Frijlink
- 13 Research Group of Pharmaceutical Technology and Biopharmacy, University of Groningen, Groningen, The Netherland
| | | | - Berend Olivier
- 7 Utrecht Institute for Pharmaceutical Sciences and Rudolf Magnus Institute of Neuroscience, Utrecht University, Utrecht, The Netherlands.,14 Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.,15 Groningen Institute for Evolutionary Life Sciences, University of Groningen, Groningen, The Netherlands
| | - James G Pfaus
- 16 Department of Psychology, Centre for Studies in Behavioral Neurobiology, Concordia University, Montreal, QC, Canada
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4
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Future of Genetic Studies in Women's Sexual Health. J Sex Med 2018; 15:271-272. [DOI: 10.1016/j.jsxm.2018.01.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2017] [Accepted: 01/08/2018] [Indexed: 11/18/2022]
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5
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Differential DNA Methylation in Monozygotic Twins Discordant for Female Sexual Functioning. J Sex Med 2017; 14:1357-1364. [DOI: 10.1016/j.jsxm.2017.09.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2017] [Revised: 08/29/2017] [Accepted: 09/01/2017] [Indexed: 01/13/2023]
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6
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Armeni AK, Assimakopoulos K, Marioli D, Koika V, Michaelidou E, Mourtzi N, Iconomou G, Georgopoulos NA. Impact of estrogen receptor α gene and oxytocin receptor gene polymorphisms on female sexuality. Endocr Connect 2017; 6:44-52. [PMID: 28069897 PMCID: PMC5302163 DOI: 10.1530/ec-16-0090] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2016] [Accepted: 01/09/2017] [Indexed: 11/21/2022]
Abstract
Over the past decades, research attention has increasingly been paid to the neurobiological component of sexual behavior. The aim of the present study was to investigate the correlation of estrogen receptor α (ERA) gene polymorphism (rs2234693-PvuII) (T→C substitution) and oxytocin receptor gene polymorphism (rs53576) (G→A substitution) with sexuality parameters of young, healthy women. One hundred thirty-three Greek heterosexual women, students in higher education institutions, 20-25 years of age, sexually active, with normal menstrual cycles (28-35 days), were recruited in the study. Exclusion criteria were chronic and/or major psychiatric diseases, use of oral contraceptive pills (OCs), polycystic ovary syndrome (PCOS), thyroid diseases as well as drugs that are implicated in hypothalamus-pituitary-gonadal axis. T allele (wildtype) of rs2234693 (PvuII) polymorphism of ERA gene was correlated with increased levels of arousal and lubrication, whereas A allele (polymorphic) of rs53576 (OXTR) polymorphism was correlated with increased arousal levels. The simultaneous presence of both T allele of rs2234693 (PvuII) and A allele of rs53576 (OXTR) polymorphisms (T + A group) was correlated with increased arousal, orgasm levels as well as female sexual function index full score. To our knowledge, this is the first study to investigate the interaction between ERA and OXTR with regard to sexual function in women. Female sexuality is a complex behavioral trait that encompasses both biological and psychological components. It seems that variability in female sexual response stems from genetic variability that characterizes endocrine, neurotransmitter and central nervous system influences.
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Affiliation(s)
- Anastasia K Armeni
- Division of Reproductive EndocrinologyDepartment of Obstetrics and Gynaecology, University of Patras Medical School, Patras, Greece
| | | | - Dimitra Marioli
- Division of Reproductive EndocrinologyDepartment of Obstetrics and Gynaecology, University of Patras Medical School, Patras, Greece
| | - Vassiliki Koika
- Division of Reproductive EndocrinologyDepartment of Obstetrics and Gynaecology, University of Patras Medical School, Patras, Greece
| | | | - Niki Mourtzi
- Department of BiologyUniversity of Patras, Patras, Greece
| | - Gregoris Iconomou
- Department of PsychiatryUniversity of Patras Medical School, Patras, Greece
| | - Neoklis A Georgopoulos
- Division of Reproductive EndocrinologyDepartment of Obstetrics and Gynaecology, University of Patras Medical School, Patras, Greece
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7
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Understanding the Prevalence of Sexual Dysfunctions in Women: an Evolutionary Perspective. ADAPTIVE HUMAN BEHAVIOR AND PHYSIOLOGY 2015. [DOI: 10.1007/s40750-015-0029-1] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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8
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Korostishevsky M, Steves CJ, Malkin I, Spector T, Williams FMK, Livshits G. Genomics and metabolomics of muscular mass in a community-based sample of UK females. Eur J Hum Genet 2015; 24:277-83. [PMID: 25898920 DOI: 10.1038/ejhg.2015.85] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2014] [Revised: 03/08/2015] [Accepted: 03/26/2015] [Indexed: 12/18/2022] Open
Abstract
The contribution of specific molecular-genetic factors to muscle mass variation and sarcopenia remains largely unknown. To identify endogenous molecules and specific genetic factors associated with appendicular lean mass (APLM) in the general population, cross-sectional data from the TwinsUK Adult Twin Registry were used. Non-targeted mass spec-based metabolomic profiling was performed on plasma of 3953 females (mostly dizygotic and monozygotic twins). APLM was measured using dual-energy X-ray absorptiometry (DXA) and genotyping was genome-wide (GWAS). Specific metabolites were used as intermediate phenotypes in the identification of single-nucleotide polymorphisms associated with APLM using GWAS. In all, 162 metabolites were found significantly correlated with APLM, and explained 17.4% of its variation. However, the top three of them (unidentified substance X12063, urate, and mannose) explained 11.1% (P ≤ 9.25 × 10(-26)) so each was subjected to GWAS. Each metabolite showed highly significant (P ≤ 9.28 × 10(-46)) associations with genetic variants in the corresponding genomic regions. Mendelian randomization using these SNPs found no evidence for a direct causal effect of these metabolites on APLM. However, using a new software platform for bivariate analysis we showed that shared genetic factors contribute significantly (P ≤ 4.31 × 10(-43)) to variance in both the metabolites and APLM--independent of the effect of the associated SNPs. There are several metabolites, having a clear pattern of genetic inheritance, which are highly significantly associated with APLM and may provide a cheap and readily accessible biomarker of muscle mass. However, the mechanism by which the genetic factor influences muscle mass remains to be discovered.
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Affiliation(s)
- Michael Korostishevsky
- Department of Anatomy and Anthropology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Claire J Steves
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Ida Malkin
- Department of Anatomy and Anthropology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | - Timothy Spector
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Frances M K Williams
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Gregory Livshits
- Department of Anatomy and Anthropology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.,Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
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10
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Gunst A, Jern P, Westberg L, Johansson A, Salo B, Burri A, Spector T, Eriksson E, Sandnabba NK, Santtila P. A Study of Possible Associations Between Single Nucleotide Polymorphisms in the Estrogen Receptor 2 Gene and Female Sexual Desire. J Sex Med 2015; 12:676-84. [DOI: 10.1111/jsm.12753] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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11
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Arslan-Ergul A, Adams MM. Gene expression changes in aging zebrafish (Danio rerio) brains are sexually dimorphic. BMC Neurosci 2014; 15:29. [PMID: 24548546 PMCID: PMC3937001 DOI: 10.1186/1471-2202-15-29] [Citation(s) in RCA: 43] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2013] [Accepted: 02/11/2014] [Indexed: 01/04/2023] Open
Abstract
Background Brain aging is a multi-factorial process due to both genetic and environmental factors. The zebrafish has recently become a popular model organism for examining aging and age-related diseases because as in humans they age gradually and exhibit cognitive decline. Few studies have examined the biological changes in the aging brain that may contribute to these declines and none have examined them within individuals with respect to gender. Our aim was to identify the main genetic pathways associated with zebrafish brain aging across gender. We chose males and females from specific age groups (young, 7.5-8.5 months and old, 31-36 months) based on the progression of cognitive decline in zebrafish. RNA was isolated from individual brains and subjected to microarray and qPCR analysis. Statistical analyses were performed using a two-way ANOVA and the relevant post-hoc tests. Results Our results demonstrated that in the brains of young and old male and female zebrafish there were over 500 differentially expressed genes associated with multiple pathways but most notably were those related to neurogenesis and cell differentiation, as well as brain and nervous system development. Conclusions The gene expression of multiple pathways is altered with age and differentially expressed in males and females. Future studies will be aimed at determining the causal relationships of age-related changes in gene expression in individual male and female brains, as well as possible interventions that counteract these alterations.
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Affiliation(s)
| | - Michelle M Adams
- BilGen Genetics and Biotechnology Center, Bilkent University, Ankara, Turkey.
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12
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Uphouse L. Pharmacology of serotonin and female sexual behavior. Pharmacol Biochem Behav 2013; 121:31-42. [PMID: 24239784 DOI: 10.1016/j.pbb.2013.11.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2013] [Revised: 11/03/2013] [Accepted: 11/07/2013] [Indexed: 12/30/2022]
Abstract
In this review, first a historical perspective of serotonin's (5-HT) involvement in female sexual behavior is presented. Then an overview of studies implicating 5-HT is presented. The effect of drugs that increase or decrease CNS levels of 5-HT is reviewed. Evidence is presented that drugs which increase 5-HT have negative effects on female sexual behavior while a decrease in 5-HT is associated with facilitation of sexual behavior. Studies with compounds that act on 5-HT₁, 5-HT₂ or 5-HT₃ receptors are discussed. Most evidence indicates that 5-HT₁A receptor agonists inhibit sexual behavior while 5-HT₂ or 5-HT₃ receptors may exert a positive influence. There is substantial evidence to support a role for 5-HT in the modulation of female consummatory sexual behavior, but studies on the role of 5-HT in other elements of female sexual behavior (e.g. desire, motivation, sexual appetite) are few. Future studies should be directed at determining if these additional components of female sexual behavior are also modulated by 5-HT.
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Affiliation(s)
- Lynda Uphouse
- Department of Biology, Texas Woman's University, Denton, TX 76204, United States.
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13
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14
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Burri A. Bringing sex research into the 21st century: genetic and epigenetic approaches on female sexual function. JOURNAL OF SEX RESEARCH 2013; 50:318-328. [PMID: 23480075 DOI: 10.1080/00224499.2012.753027] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
Behavioral genetic evidence offers a useful way to disentangle some of the multifactorial etiological pathways toward the now clearly multidimensional construct of female sexual dysfunction (FSD) and has already shown its potential in providing a better understanding of the heterogeneous factors underlying FSD. Understanding the genetic basis and therefore physiologic key mechanisms of sexual function and dysfunction has the potential for improved treatments (i.e., the development of new medication) and ultimately prevention. However, genetic epidemiologic research into FSD is scarce and highlights the need for more in-depth exploration using larger samples and more accurate phenotypes. Knowledge gained from genetic studies also highlights the importance of environmental factors and gene-environment interactions in disease development and maintenance. Exploration of DNA epigenetic patterns that regulate gene expression profiles could therefore provide the missing link between epigenomic state and FSD, and as such may offer a new biological framework for the multifactorial pathoetiology underlying FSD.
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Affiliation(s)
- Andrea Burri
- Department of Twin Research and Genetic Epidemiology, King's College, London.
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