Nourdine Attiya, Rkia Fattahi, Mohamed-Yassine Amarouch, Ahmed El-Haidani, Samir El Jaafari, Younes Filali-Zegzouti
{"title":"摩洛哥牙医使用牙科汞合金的汞中毒风险:潜类回归法","authors":"Nourdine Attiya, Rkia Fattahi, Mohamed-Yassine Amarouch, Ahmed El-Haidani, Samir El Jaafari, Younes Filali-Zegzouti","doi":"10.3233/JRS-210052","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Dentists using dental amalgam are chronically exposed to low doses of elemental mercury. The complex toxico-kinetics of this systemic toxicant results in polymorphic and variable clinical phenotypes. In this context, adapted statistical methods are required to highlight potential adverse effects of occupational mercury exposure on dentists' health.</p><p><strong>Objective: </strong>The present study aims to analyze the distribution of self-reported subjective symptoms, commonly associated with chronic mercury poisoning, according to occupational mercury exposure in a population of Moroccan liberal dentists.</p><p><strong>Methods: </strong>In order to achieve the defined objectives, a three-step latent class regression was fitted. First a latent class analysis was performed to cluster the studied population according to their declared symptoms. Dentists were then classified in the defined latent classes based on their posterior probabilities. Finally, a logistic regression is fitted to identify predictors associated with the latent classes' membership.</p><p><strong>Results: </strong>The final obtained model showed acceptable calibration and discrimination. Its interpretation revealed that the increase of the frequency of amalgam use was associated with significant higher odds of belonging to the high risk latent class.</p><p><strong>Conclusions: </strong>The present study represents an initial step towards the development of diagnosis model that predict clinical profiles according to occupational mercury exposure.</p>","PeriodicalId":45237,"journal":{"name":"INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE","volume":" ","pages":"313-323"},"PeriodicalIF":0.9000,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Mercurial risk from dental amalgam use in a population of Moroccan dentists: A latent class regression approach.\",\"authors\":\"Nourdine Attiya, Rkia Fattahi, Mohamed-Yassine Amarouch, Ahmed El-Haidani, Samir El Jaafari, Younes Filali-Zegzouti\",\"doi\":\"10.3233/JRS-210052\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Dentists using dental amalgam are chronically exposed to low doses of elemental mercury. The complex toxico-kinetics of this systemic toxicant results in polymorphic and variable clinical phenotypes. In this context, adapted statistical methods are required to highlight potential adverse effects of occupational mercury exposure on dentists' health.</p><p><strong>Objective: </strong>The present study aims to analyze the distribution of self-reported subjective symptoms, commonly associated with chronic mercury poisoning, according to occupational mercury exposure in a population of Moroccan liberal dentists.</p><p><strong>Methods: </strong>In order to achieve the defined objectives, a three-step latent class regression was fitted. First a latent class analysis was performed to cluster the studied population according to their declared symptoms. Dentists were then classified in the defined latent classes based on their posterior probabilities. Finally, a logistic regression is fitted to identify predictors associated with the latent classes' membership.</p><p><strong>Results: </strong>The final obtained model showed acceptable calibration and discrimination. Its interpretation revealed that the increase of the frequency of amalgam use was associated with significant higher odds of belonging to the high risk latent class.</p><p><strong>Conclusions: </strong>The present study represents an initial step towards the development of diagnosis model that predict clinical profiles according to occupational mercury exposure.</p>\",\"PeriodicalId\":45237,\"journal\":{\"name\":\"INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE\",\"volume\":\" \",\"pages\":\"313-323\"},\"PeriodicalIF\":0.9000,\"publicationDate\":\"2023-01-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.3233/JRS-210052\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q4\",\"JCRName\":\"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"INTERNATIONAL JOURNAL OF RISK & SAFETY IN MEDICINE","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.3233/JRS-210052","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q4","JCRName":"PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH","Score":null,"Total":0}
Mercurial risk from dental amalgam use in a population of Moroccan dentists: A latent class regression approach.
Background: Dentists using dental amalgam are chronically exposed to low doses of elemental mercury. The complex toxico-kinetics of this systemic toxicant results in polymorphic and variable clinical phenotypes. In this context, adapted statistical methods are required to highlight potential adverse effects of occupational mercury exposure on dentists' health.
Objective: The present study aims to analyze the distribution of self-reported subjective symptoms, commonly associated with chronic mercury poisoning, according to occupational mercury exposure in a population of Moroccan liberal dentists.
Methods: In order to achieve the defined objectives, a three-step latent class regression was fitted. First a latent class analysis was performed to cluster the studied population according to their declared symptoms. Dentists were then classified in the defined latent classes based on their posterior probabilities. Finally, a logistic regression is fitted to identify predictors associated with the latent classes' membership.
Results: The final obtained model showed acceptable calibration and discrimination. Its interpretation revealed that the increase of the frequency of amalgam use was associated with significant higher odds of belonging to the high risk latent class.
Conclusions: The present study represents an initial step towards the development of diagnosis model that predict clinical profiles according to occupational mercury exposure.
期刊介绍:
The International Journal of Risk and Safety in Medicine is concerned with rendering the practice of medicine as safe as it can be; that involves promoting the highest possible quality of care, but also examining how those risks which are inevitable can be contained and managed. This is not exclusively a drugs journal. Recently it was decided to include in the subtitle of the journal three items to better indicate the scope of the journal, i.e. patient safety, pharmacovigilance and liability and the Editorial Board was adjusted accordingly. For each of these sections an Associate Editor was invited. We especially want to emphasize patient safety.