Effects of repetitive Iodine Thyroid Blocking on the Development of the Foetal Brain and Thyroid in rats: a Systems Biology approach

Abstract

A single dose of potassium iodide (KI) against repeated exposure to radioactive iodine, such as the one of the Fukushima accident, might not be effective enough to protect the thyroid.Our group showed that repetitive dose of KI for eight days offers efficient protection without toxic effects in adult rats. However, the effect of repetitive KI on the developing foetus still unknown especially on brain development, but a correlation between the impaired maternal thyroid status and a decrease in intelligence quotient has been observed. In this study, gene expression analysis of the progeny of repetitive KI-administered pregnant rats performed by our group showed distinct gene expression profile from two different organs: thyroid and cortex. To understand how these differentially expressed genes are implicated in the observed behaviour change, a systems biology approach was used to construct networks using three different techniques; Bayesian statistics using ShrinkNet, sPLS-DA on the DIABLO platform using mixOmics and manual construction of a Process Descriptive network. For each organ, we were able to construct gene expression network, to select genes that are most contributing to either control or KI-treated groups, respectively, and to construct the PD network from differentially expressed (DE) gene enriched with data from publications. Furthermore, we were able to connect DE genes from both organs into one network with genes from both organ participating in the same cellular processes that affect mitophagy and neuronal outgrowth.This work may help to evaluate the doctrine for using KI in case of repetitive or prolonged exposure to radioactive particles upon nuclear accidents.

A New Computational Method for Estimating Simultaneous Equations Models Using Entropy as a Parameter Criteria

“…The Bayesian SEM approach has been used in agricultural science [14], or for studying the impact of product information on third-party websites on the feedback mechanism between internal word-of-mouth and retail sales on Download.com and Amazon.com (accessed on 1 March 2020) [15]. It can be useful for analyzing the interdependence of a television program viewership between spouses [16], for exploring peer effects in casino gambling behavior [17], for modeling the interaction between people's health risk perception and betel chewing habits in Taiwan [18], and for studying the effects of repetitive iodine thyroid blocking on the development of the foetal brain and thyroid in rats [19].…”