A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System

Abstract Accumulating evidence suggests that oral supplementation with myo-Inositol (myo-Ins) is able to reduce the amount of gonadotropins and days of controlled ovarian hyperstimulation (COS) necessary to achieve adequate oocyte maturation in assisted reproduction technology (ART) protocols, parti...

Full description

Bibliographic Details
Main Authors: Ariel Beresniak, Michele Russo, Gianpiero Forte, Antonio Simone Laganà, Mario Montanino Oliva, Cesare Aragona, Vito Chiantera, Vittorio Unfer
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-44055-0
_version_ 1797559797498773504
author Ariel Beresniak
Michele Russo
Gianpiero Forte
Antonio Simone Laganà
Mario Montanino Oliva
Cesare Aragona
Vito Chiantera
Vittorio Unfer
author_facet Ariel Beresniak
Michele Russo
Gianpiero Forte
Antonio Simone Laganà
Mario Montanino Oliva
Cesare Aragona
Vito Chiantera
Vittorio Unfer
author_sort Ariel Beresniak
collection DOAJ
description Abstract Accumulating evidence suggests that oral supplementation with myo-Inositol (myo-Ins) is able to reduce the amount of gonadotropins and days of controlled ovarian hyperstimulation (COS) necessary to achieve adequate oocyte maturation in assisted reproduction technology (ART) protocols, particularly in women affected by polycystic ovary syndrome (PCOS). We used computational calculations based on simulation modellings. We simulated in vitro fertilization (IVF) procedures—with or without intracytoplasmic sperm injection (ICSI)—with 100,000 virtual patients, accounting for all the stages of the entire IVF procedure. A Monte Carlo technique was used to account for data uncertainty and to generate the outcome distribution at each stage. We considered virtual patients with PCOS undergoing IVF cycles to achieve pregnancy. Computational data were retrieved from clinical experience and published data. We investigated three parameters related to ART protocols: cost of single procedure; efficacy to achieve ongoing pregnancy at 12 gestational weeks; overall cost per single pregnancy. The administration of oral myo-Ins during COH protocols, compared to the standard COH with recombinant Follicle Stimulating Hormone (rFSH) only, may be considered a potential strategy to reduce costs of ART for the Italian Health System.
first_indexed 2024-03-10T17:50:20Z
format Article
id doaj.art-e3e72e0a84ac40a9a428913844904c31
institution Directory Open Access Journal
issn 2045-2322
language English
last_indexed 2024-03-10T17:50:20Z
publishDate 2023-10-01
publisher Nature Portfolio
record_format Article
series Scientific Reports
spelling doaj.art-e3e72e0a84ac40a9a428913844904c312023-11-20T09:23:49ZengNature PortfolioScientific Reports2045-23222023-10-011311810.1038/s41598-023-44055-0A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health SystemAriel Beresniak0Michele Russo1Gianpiero Forte2Antonio Simone Laganà3Mario Montanino Oliva4Cesare Aragona5Vito Chiantera6Vittorio Unfer7Data Mining International SAR&D Department, Lo.Li. PharmaR&D Department, Lo.Li. PharmaThe Experts Group on Inositol in Basic and Clinical Research (EGOI)The Experts Group on Inositol in Basic and Clinical Research (EGOI)The Experts Group on Inositol in Basic and Clinical Research (EGOI)Department of Health Promotion, Mother and Child Care, Internal Medicine and Medical Specialties (PROMISE), University of PalermoThe Experts Group on Inositol in Basic and Clinical Research (EGOI)Abstract Accumulating evidence suggests that oral supplementation with myo-Inositol (myo-Ins) is able to reduce the amount of gonadotropins and days of controlled ovarian hyperstimulation (COS) necessary to achieve adequate oocyte maturation in assisted reproduction technology (ART) protocols, particularly in women affected by polycystic ovary syndrome (PCOS). We used computational calculations based on simulation modellings. We simulated in vitro fertilization (IVF) procedures—with or without intracytoplasmic sperm injection (ICSI)—with 100,000 virtual patients, accounting for all the stages of the entire IVF procedure. A Monte Carlo technique was used to account for data uncertainty and to generate the outcome distribution at each stage. We considered virtual patients with PCOS undergoing IVF cycles to achieve pregnancy. Computational data were retrieved from clinical experience and published data. We investigated three parameters related to ART protocols: cost of single procedure; efficacy to achieve ongoing pregnancy at 12 gestational weeks; overall cost per single pregnancy. The administration of oral myo-Ins during COH protocols, compared to the standard COH with recombinant Follicle Stimulating Hormone (rFSH) only, may be considered a potential strategy to reduce costs of ART for the Italian Health System.https://doi.org/10.1038/s41598-023-44055-0
spellingShingle Ariel Beresniak
Michele Russo
Gianpiero Forte
Antonio Simone Laganà
Mario Montanino Oliva
Cesare Aragona
Vito Chiantera
Vittorio Unfer
A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System
Scientific Reports
title A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System
title_full A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System
title_fullStr A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System
title_full_unstemmed A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System
title_short A Markov-model simulation of IVF programs for PCOS patients indicates that coupling myo-Inositol with rFSH is cost-effective for the Italian Health System
title_sort markov model simulation of ivf programs for pcos patients indicates that coupling myo inositol with rfsh is cost effective for the italian health system
url https://doi.org/10.1038/s41598-023-44055-0
work_keys_str_mv AT arielberesniak amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT michelerusso amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT gianpieroforte amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT antoniosimonelagana amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT mariomontaninooliva amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT cesarearagona amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT vitochiantera amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT vittoriounfer amarkovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT arielberesniak markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT michelerusso markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT gianpieroforte markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT antoniosimonelagana markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT mariomontaninooliva markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT cesarearagona markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT vitochiantera markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem
AT vittoriounfer markovmodelsimulationofivfprogramsforpcospatientsindicatesthatcouplingmyoinositolwithrfshiscosteffectivefortheitalianhealthsystem