Reconstruction of exposure to methylene diphenyl-4,4′-diisocyanate (MDI) aerosol using computational fluid dynamics, physiologically based toxicokinetics and statistical modeling

被引:3
|
作者
Mozaffari, Sajjad [1 ]
Bayatian, Majid [2 ]
Hsieh, Nan-Hung [3 ]
Khadem, Monireh [1 ]
Garmaroudi, Amir Abbasi [1 ]
Ashrafi, Khosro [4 ]
Shahtaheri, Seyed Jamaleddin [1 ,5 ]
机构
[1] Univ Tehran Med Sci, Sch Publ Hlth, Dept Occupat Hlth Engn, Tehran, Iran
[2] Islamic Azad Univ, Tehran Med Sci, Dept Occupat Hlth Engn, Tehran, Iran
[3] TX A&M Univ, Coll Vet Med & Biomed Sci, Dept Vet Integrat Biosci, College Stn, TX USA
[4] Univ Tehran, Fac Environm, Dept Environm Engn, Tehran, Iran
[5] Univ Tehran Med Sci, Inst Environm Res, Ctr Water Qual Res, Tehran, Iran
关键词
PBTK model; CFD model; risk assessment; exposure assessment; isocyanates; Bayesian analysis;
D O I
10.1080/08958378.2023.2285772
中图分类号
R99 [毒物学(毒理学)];
学科分类号
100405 ;
摘要
ObjectivesThis study employed computational fluid dynamics (CFD), physiologically based toxicokinetics (PBTK), and statistical modeling to reconstruct exposure to methylene diphenyl-4,4'-diisocyanate (MDI) aerosol. By utilizing a validated CFD model, human respiratory deposition of MDI aerosol in different workload conditions was investigated, while a PBTK model was calibrated using experimental rat data. Biomonitoring data and Markov Chain Monte Carlo (MCMC) simulation were utilized for exposure assessment.ResultsDeposition fraction of MDI in the respiratory tract at the light, moderate, and heavy activity were 0.038, 0.079, and 0.153, respectively. Converged MCMC results as the posterior means and prior values were obtained for several PBTK model parameters. In our study, we calibrated a rat model to investigate the transport, absorption, and elimination of 4,4 '-MDI via inhalation exposure. The calibration process successfully captured experimental data in the lungs, liver, blood, and kidneys, allowing for a reasonable representation of MDI distribution within the rat model. Our calibrated model also represents MDI dynamics in the bloodstream, facilitating the assessment of bioavailability. For human exposure, we validated the model for recent and long-term MDI exposure using data from relevant studies.ConclusionOur computational models provide reasonable insights into MDI exposure, contributing to informed risk assessment and the development of effective exposure reduction strategies.
引用
收藏
页码:285 / 299
页数:15
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