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Genotype scores predict drug efficacy in subtypes of female sexual interest/arousal disorder: A double-blind, randomized, placebo-controlled cross-over trial
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...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052493/ https://www.ncbi.nlm.nih.gov/pubmed/30016917 http://dx.doi.org/10.1177/1745506518788970 |
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author | Tuiten, Adriaan Michiels, Frits Böcker, Koen BE Höhle, Daniël van Honk, Jack de Lange, Robert PJ van Rooij, Kim Kessels, Rob Bloemers, Jos Gerritsen, Jeroen Janssen, Paddy de Leede, Leo Meyer, John-Jules Everaerd, Walter Frijlink, Henderik W Koppeschaar, Hans PF Olivier, Berend Pfaus, James G |
author_facet | Tuiten, Adriaan Michiels, Frits Böcker, Koen BE Höhle, Daniël van Honk, Jack de Lange, Robert PJ van Rooij, Kim Kessels, Rob Bloemers, Jos Gerritsen, Jeroen Janssen, Paddy de Leede, Leo Meyer, John-Jules Everaerd, Walter Frijlink, Henderik W Koppeschaar, Hans PF Olivier, Berend Pfaus, James G |
author_sort | Tuiten, Adriaan |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-6052493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-60524932018-07-23 Genotype scores predict drug efficacy in subtypes of female sexual interest/arousal disorder: A double-blind, randomized, placebo-controlled cross-over trial Tuiten, Adriaan Michiels, Frits Böcker, Koen BE Höhle, Daniël van Honk, Jack de Lange, Robert PJ van Rooij, Kim Kessels, Rob Bloemers, Jos Gerritsen, Jeroen Janssen, Paddy de Leede, Leo Meyer, John-Jules Everaerd, Walter Frijlink, Henderik W Koppeschaar, Hans PF Olivier, Berend Pfaus, James G Womens Health (Lond) Special Topic 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. SAGE Publications 2018-07-17 /pmc/articles/PMC6052493/ /pubmed/30016917 http://dx.doi.org/10.1177/1745506518788970 Text en © The Author(s) 2018 http://www.creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (http://www.creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Special Topic Tuiten, Adriaan Michiels, Frits Böcker, Koen BE Höhle, Daniël van Honk, Jack de Lange, Robert PJ van Rooij, Kim Kessels, Rob Bloemers, Jos Gerritsen, Jeroen Janssen, Paddy de Leede, Leo Meyer, John-Jules Everaerd, Walter Frijlink, Henderik W Koppeschaar, Hans PF Olivier, Berend Pfaus, James G Genotype scores predict drug efficacy in subtypes of female sexual interest/arousal disorder: A double-blind, randomized, placebo-controlled cross-over trial |
title | Genotype scores predict drug efficacy in subtypes of female sexual
interest/arousal disorder: A double-blind, randomized, placebo-controlled
cross-over trial |
title_full | Genotype scores predict drug efficacy in subtypes of female sexual
interest/arousal disorder: A double-blind, randomized, placebo-controlled
cross-over trial |
title_fullStr | Genotype scores predict drug efficacy in subtypes of female sexual
interest/arousal disorder: A double-blind, randomized, placebo-controlled
cross-over trial |
title_full_unstemmed | Genotype scores predict drug efficacy in subtypes of female sexual
interest/arousal disorder: A double-blind, randomized, placebo-controlled
cross-over trial |
title_short | Genotype scores predict drug efficacy in subtypes of female sexual
interest/arousal disorder: A double-blind, randomized, placebo-controlled
cross-over trial |
title_sort | genotype scores predict drug efficacy in subtypes of female sexual
interest/arousal disorder: a double-blind, randomized, placebo-controlled
cross-over trial |
topic | Special Topic |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6052493/ https://www.ncbi.nlm.nih.gov/pubmed/30016917 http://dx.doi.org/10.1177/1745506518788970 |
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