Ahmadi Angali, Kambiz and Farhadi, Majid and Neisi, Abdolkazem and Cheraghian, Bahman and Ahmadi, Mehdi and Takdastan, Afshin and Dargahi, Abdolah and Ahmadi Angali, Zahra (2024) Carcinogenic and non-carcinogenic risks caused by rice contamination with heavy metals and their effect on the prevalence of cardiovascular disease (Using machine learning). Food and chemical toxicology : an international journal published for the British Industrial Biological Research Association.
Full text not available from this repository.Abstract
Introduction: The safety and health of food products are essential in the food industry, and the risk of contamination from various contaminants must be evaluated. Exposure to HMs from the environment (especially food) causes various adverse effects on the body and increases the risk of cardiovascular disease (CVD). Material and method: Volunteers in the study comprised both healthy individuals and those with CVD. Patients were chosen using a cohort database of CVD individuals. A random choice of samples was conducted. Medical information (individuals with CVD) related to the participants was obtained from the Hoveyzeh Cohort Study Center. CVD-HM relationships were assessed using various machine-learning techniques. Result: Based on the results of the GAM statistics approach, the baseline levels (β) of As, Cd, and Cr in rice have been calculated to be 1.05, 1.19, and 1.11, respectively. Based on the investigation's results, rice acts as a mediator between high-magnitude actions and the prevalence of CVD. Eating rice increases the probability of CVD by 0.18 and raises As eating by 0.494. The results showed that rice consumption in the research area is not associated with non-carcinogenic and carcinogenic risk (CRs and ILCRs for both categories were less than 1∗10-6). Conclusion: There was neither a carcinogenic nor non-carcinogenic threat to adults or children and many hazardous HMs existed at the accepted thresholds. A notable relationship was seen between rice contaminated with HM and CVD. Keywords: Carcinogenic risk; Cardiovascular disease; Heavy metal; Non-carcinogenic; Urinary.
| Item Type: | Article |
|---|---|
| Subjects: | R Medicine > R Medicine (General) R Medicine > RC Internal medicine T Technology > T Technology (General) |
| Divisions: | Faculty of Medicine, Health and Life Sciences > School of Biological Sciences |
| Depositing User: | lorestan university |
| Date Deposited: | 10 Dec 2024 11:30 |
| Last Modified: | 10 Dec 2024 11:30 |
| URI: | http://eprints.lums.ac.ir/id/eprint/4958 |
Actions (login required)
 |
View Item |
