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Toxicokinetics and the related metabolites in rainbow trout(Oncorhynchus mykiss) after exposure to decabromodiphenyl ether 被引量:1
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作者 FENG ChengLian,XU YiPing,ZHA JinMiao,LUO Qian,SHAN XiaoQuan & WANG ZiJian State Key Laboratory of Environmental Aquatic Chemistry Research Center for Eco-Environmental Sciences,Chinese Academy of Sciences,Beijing 100085,China 《Science China Chemistry》 SCIE EI CAS 2010年第11期2379-2386,共8页
Decabromodiphenyl ether(BDE209) is poorly absorbed by mammals,and little information is available on the toxicokinetics of BDE209 and its metabolites in fish.In the present study,rainbow trout(Oncorhynchus mykiss) wer... Decabromodiphenyl ether(BDE209) is poorly absorbed by mammals,and little information is available on the toxicokinetics of BDE209 and its metabolites in fish.In the present study,rainbow trout(Oncorhynchus mykiss) were administered to 100 ng/g and 500 ng/g body wet weight of BDE209 via a single intraperitoneal injection and parent BDE209 and its metabolites were sequentially monitored for 28 days.The results showed that toxicokinetic profiles of BDE209 could be described by the one-compartment model.In the higher dose group(500 ng/g wet weight),the calculated half-life(t1/2) and elimination rate(ke) were 17.7 d and 0.039/d in the liver,and 100.3 d and 0.007/d in the muscle,respectively.Three major methoxylated brominated diphenyl ethers(MeO-BDEs) were detected with 2,2',4,4'-tetrabromo-5-methoxydiphenyl ether(5-MeO-BDE47) being detected in all tissue samples.There was no significant temporal change of 5-MeO-BDE47 concentration in the muscle,whereas an exponential increase was observed in the liver.Therefore,the metabolism rate of BDE209 depended on the administered dose.BDE209 was hardly accumulated in the muscle of rainbow trout,while the liver was a primary metabolic organ.MeO-BDEs were formed via metabolism of BDE209,which probably played a significant role in fish toxicology as a potential indicator. 展开更多
关键词 decabromodiphenyl ether(BDE209) polybrominated DIPHENYL ethers(PBDEs) methoxylated brominated DIPHENYL ethers(MeO-BDEs) toxicokinetics RAINBOW TROUT
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Tumor-targeting intravenous lipid emulsion of paclitaxel:Characteristics,stability,toxicity,and toxicokinetics 被引量:1
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作者 Jun Ye Lin Li +6 位作者 Jiye Yin Hongliang Wang Renjie Li Yanfang Yang Yongbiao Guan Xuejun Xia Yuling Liu 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2022年第6期901-912,共12页
Lipid nanoemulsions are promising nanodrug delivery carriers that can improve the efficacy and safety of paclitaxel(PTX).However,no intravenous lipid emulsion of PTX has been approved for clinical treatment,and system... Lipid nanoemulsions are promising nanodrug delivery carriers that can improve the efficacy and safety of paclitaxel(PTX).However,no intravenous lipid emulsion of PTX has been approved for clinical treatment,and systemic safety profiles have not yet been reported.Here we outline the development of a PTXloaded tumor-targeting intravenous lipid emulsion(PTX Emul)and describe its characteristics,colloidal stability,and systemic safety profiles in terms of acute toxicity,long-term toxicity,and toxicokinetics.We also compare PTX Emul with conventional PTX injection.Results showed that PTX Emul exhibited an ideal average particle size(approximately 160 nm)with narrow size distribution and robust colloidal stability under different conditions.Hypersensitivity reaction and hemolysis tests revealed that PTX Emul did not induce hypersensitivity reactions and had no hemolytic potential.In addition,where the alleviated systemic toxicity of PTX Emul may be attributed to the altered toxicokinetic characteristics in beagle dogs,including the decreased AUC and increased plasma clearance and volume of distribution,PTX Emul alleviated acute and long-term toxicity as evidenced by the enhanced the median lethal dose and approximate lethal dose,moderate body weight change,decreased bone marrow suppression and organ toxicity compared with those under PTX injection at the same dose.A fundamental understanding of the systemic safety profiles,high tumor-targeting efficiency,and superior antitumor activity in vivo of PTX Emul can provide powerful evidence of its therapeutic potential as a future treatment for breast cancer. 展开更多
关键词 Nanodrug delivery systems Lipid emulsion PACLITAXEL Colloidal Stability toxicokinetics
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Diazinon Toxicokinetics, Tissue Distribution and Anticholinesterase Activity in the Rat
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作者 H. X. WU CL. EVREUX-GROS AND J. DESCOTESa (Department of Pharmacology and Medical Toxicology, INSERM U80,LYON-RTH Laennec Faculty of Medicine, 69008 Lyon France) 《Biomedical and Environmental Sciences》 SCIE CAS CSCD 1996年第4期359-369,共11页
The toxicokinetics, tissue distribution, and anticholinesteruse (antiChE ) activity of diazinon were investigated in the rat. Plasma concentrations most adequately fitted a two-compartment open model after iv adminis... The toxicokinetics, tissue distribution, and anticholinesteruse (antiChE ) activity of diazinon were investigated in the rat. Plasma concentrations most adequately fitted a two-compartment open model after iv administration of 10 mg/kg and a one-compartment model after oral administration of 80 mg/kg. Diazinon elimination half-life following iv and oral dosing was 4.70 and 2.86 h, respectively. The oral bioavailabllity was found to be low (35.5%). Hepatic extraction ratios after iv administration of 5 or 10 mg 展开更多
关键词 ACTIVITY Diazinon toxicokinetics Tissue Distribution and Anticholinesterase Activity in the Rat
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INFLUENCE OF ETHANOL ON TOXICOKINETICS OF ACONITINE
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作者 徐威 胡炳蔚 车向明 《Journal of Pharmaceutical Analysis》 CAS 1994年第1期52-55,76,共5页
A reverse-phase High-performance Liquid Chromatography (HPLC) method for the detection of aconitine (AC) in biological samples was used. After orally ingested Aconitum brochypodum Diels (AbD) to rabbits, the toxicokin... A reverse-phase High-performance Liquid Chromatography (HPLC) method for the detection of aconitine (AC) in biological samples was used. After orally ingested Aconitum brochypodum Diels (AbD) to rabbits, the toxicokinetics process of AC showed a two-compartment open model.Ka. A and B of which were 1.1629±0. 4053, 0. 6046±0.2574 and 1. 1607±0. 3781 mg/L respectively. The influence of ethanol on this kinetics process was studied. It was indicated that ethanol did not change the model type, but the absorption and distribution of which were improved significantly (P<0. 01), its elimination process was not influenced significantly, the values of Ka. A and B were 2. 4026 ±0. 5376, 1. 205± 0. 5328, 1. 2037 ±0. 4095 mg/L respectively. All these suggest that ethanol increases the toxicity of AbD. 展开更多
关键词 toxicokinetics INTERACTION ACONITINE ETHANOL
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Acute Toxicity and Toxicokinetics of Tongguan Powder in Rats
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作者 Qun FENG Xin LI +4 位作者 Min XIAO Tao ZHAO Xianzhen WANG Fanbo JING Jingchun YAO 《Medicinal Plant》 CAS 2020年第6期94-97,103,共5页
[Objectives]To evaluate the acute toxicity and toxicokinetics of Tongguan Powder in rats,and provide references for clinical safe medication.[Methods]The classical acute toxicity test method was used,rats were given d... [Objectives]To evaluate the acute toxicity and toxicokinetics of Tongguan Powder in rats,and provide references for clinical safe medication.[Methods]The classical acute toxicity test method was used,rats were given different doses of Tongguan Powder through the mouth and nasal cavity to observe the symptoms of toxicity,and make a record of the food intake,weight changes,and death.After the medication,blood was taken from each group of rats at different time points,and the plasma levels of benzoyl aconitine(BA),benzoyl hypaconine(BH)and benzoyl mesaconine(BM)were determined by the liquid chromatography tandem-mass spectrometry(LC-MS/MS),and the toxicokinetic parameters were fitted with the aid of DAS software.[Results]Rats were given Tongguan Powder 3.75 g/kg(equivalent to 54 times the human daily dose)in the nasal cavity of rats.Rats were observed with reactions such as scratching and sneezing;rats were given Tongguan Powder LD50 and 95%confidence limit of 4.15(3.53-4.71)g/kg through the oral administration,which is equivalent to 60 times the human daily dose,rats showed slow weight gain,decreased food intake,decreased voluntary activities,prone,black stools,etc.One hour after nasal administration of Tongguan Powder,the plasma concentration of benzoyl aconitine and benzoyl hypaconine was below the lower limit of detection,and benzoyl mesaconine could not be detected at any time point;one hour after the oral administration of Tongguan Powder,the plasma concentration of the three components reached the maximum,the exposure level of benzoyl hypaconine was higher than that of benzoyl aconitine and benzoyl mesaconine;there was no gender difference in the kinetic parameters.[Conclusions]The toxicity of Tongguan Powder in nasal administration is much lower than that of intragastric administration.The target organs and mechanism of toxicity need to be further studied. 展开更多
关键词 Tongguan Powder ACONITINE Acute toxicity toxicokinetics
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Differences in Toxicokinetics and Maternal Transfer between Lipophilic and Proteinophilic Halogenated Organic Pollutants in Laying Hens
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作者 Xiao-Jun Luo Qun-Jie Feng +4 位作者 Chu-Hong Zhu Xi Chen Peng-Peng Chen Yan-Hong Zeng Bi-Xian Mai 《Environment & Health》 2024年第10期712-720,共9页
In this study,we conducted exposure experiments on egg-laying hens to explore the toxicokinetics and maternal transfer characteristics of lipophilic and proteinophilic halogenated organic pollutants(HOPs).The lipophil... In this study,we conducted exposure experiments on egg-laying hens to explore the toxicokinetics and maternal transfer characteristics of lipophilic and proteinophilic halogenated organic pollutants(HOPs).The lipophilic HOPs included polychlorinated biphenyls(PCBs),polybrominated diphenyl ethers(PBDEs),and dechlorane plus(DPs),while the proteinophilic HOPs included perfluorocarboxylic acids(PFCAs).The results revealed that most of lipophilic HOPs exhibit lower depuration rate(kd)than PFCAs.The kd of lipophilic HOPs correlated with the octanol−water partition coefficient(log KOW)values in a V-shaped curve,whereas that of PFCAs correlated with the protein−water partition coefficient(log KPW)values in an inverted V-shaped curve.The depuration rate,rather than the uptake rate,was a leading factor in determining the bioaccumulation potential of HOPs in hens.Although the dominant factors determining the tissue distribution of the two types of compounds were explicit(fats vs phospholipids),chemical-specific tissue distribution was still observed.The egg-maternal concentration ratio was dependent on the exposure status,concentration,and maternal tissue choice.Using a single maternal tissue may not be an appropriate method for assessing chemical maternal transfer potential.PFCAs have a greater maternal transfer potential(>80%of the total body burden)than lipophilic HOPs(approximately 30%for BDE209 and DPs,and less than 10%for the others).Their lipophilic and partly proteinophilic nature makes the toxicokinetics and maternal transfer characteristics of BDE209 and DPs different from those of other lipophilic HOPs.These findings are crucial for enhancing our understanding of the behavior and fate of HOPs in egg-laying hens. 展开更多
关键词 halogenated organic pollutants laying hens TOXICOKINETIC maternal transfer
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Effects of nanoscale quantum dots in male Chinese loaches (Misgurnus anguillicaudatus):Estrogenic interference action,toxicokinetics and oxidative stress 被引量:2
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作者 HongCheng Li WenRu Luo +4 位作者 Yong Tao Yuan Wu XueFei Lv QunFang Zhou GuiBin Jiang 《Science China Chemistry》 SCIE EI CAS 2009年第10期1683-1690,共8页
Quantum dots (QDs) have more and more attention as a novel example of nanocrystals due to their unique fluorescent characteristics. Recently, the toxicity and the potential environmental effects of QDs have become a r... Quantum dots (QDs) have more and more attention as a novel example of nanocrystals due to their unique fluorescent characteristics. Recently, the toxicity and the potential environmental effects of QDs have become a research hotspot. In this work, in vivo endocrine disrupting effect, toxicokinetics and oxidative stress of QDs were characterized following the intraperitoneal dosing in Chinese loaches. Vitellogenin (Vtg) levels induced by E2 decreased significantly when administrated with the mixture of QDs and E2, which was consistent with the observations of histopathology in testes. The release of free Cd<sup>2+</sup> from QDs and the non-specific adsorption of E2 by QDs might be the joint factors contributing to the inhibition of Vtg expression induced by E2 in the male Chinese loaches. In the muscle, bone, intestines, blood and testis, CdSe QDs reached the maximal concentration (C <sub>max</sub>) in approximately 1-h postinjection and subsequently presented downtrend with the prolonged time. Whereas, there were even increasing tendencies of CdSe QDs’ concentrations in the liver and kidney. It is educible that CdSe QDs can be persistent at least for 7 days, indicating the overall half-life of CdSe QDs in the fish body is very long. The measurement of hepatic superoxide dismutase (SOD) activity and reduced glutathione (GSH) content indicate that QDs have smaller effects on the antioxidative system of the organisms compared with free Cd<sup>2+</sup> due to the effective prevention of the release of Cd by PEG coating of QDs. The comprehensive evaluation of QDs’ toxicity in the present study provides an essential and general framework towards more focused research on the elucidation of the biological effects of QDs in vivo. 展开更多
关键词 quantum DOT ESTROGENIC effect toxicokinetics OXIDATIVE stress
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Dual mass spectrometry imaging and spatial metabolomics to investigate the metabolism and nephrotoxicity of nitidine chloride
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作者 Shu Yang Zhonghua Wang +5 位作者 Yanhua Liu Xin Zhang Hang Zhang Zhaoying Wang Zhi Zhou Zeper Abliz 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2024年第7期1011-1023,共13页
Evaluating toxicity and decoding the underlying mechanisms of active compounds are crucial for drug development.In this study,we present an innovative,integrated approach that combines air flowassisted desorption elec... Evaluating toxicity and decoding the underlying mechanisms of active compounds are crucial for drug development.In this study,we present an innovative,integrated approach that combines air flowassisted desorption electrospray ionization mass spectrometry imaging(AFADESI-MSI),time-of-flight secondary ion mass spectrometry(ToF-SIMS),and spatial metabolomics to comprehensively investigate the nephrotoxicity and underlying mechanisms of nitidine chloride(NC),a promising anti-tumor drug candidate.Our quantitive AFADESI-MSI analysis unveiled the region specific of accumulation of NC in the kidney,particularly within the inner cortex(IC)region,following single and repeated dose of NC.High spatial resolution ToF-SIMS analysis further allowed us to precisely map the localization of NC within the renal tubule.Employing spatial metabolomics based on AFADESI-MSI,we identified over 70 discriminating endogenous metabolites associated with chronic NC exposure.These findings suggest the renal tubule as the primary target of NC toxicity and implicate renal transporters(organic cation transporters,multidrug and toxin extrusion,and organic cation transporter 2(OCT2)),metabolic enzymes(protein arginine N-methyltransferase(PRMT)and nitric oxide synthase),mitochondria,oxidative stress,and inflammation in NC-induced nephrotoxicity.This study offers novel insights into NC-induced renal damage,representing a crucial step towards devising strategies to mitigate renal damage caused by this compound. 展开更多
关键词 Nitidine chloride NEPHROTOXICITY Mass spectrometry imaging Spatial metabolomics toxicokinetics
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SYNTHESIS OF (~3H-METHYL) TRINITROTOLUENE AND ITS APPLICATION TO TOXICOLOGICAL STUDY
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作者 张年宝 俞斌伟 +6 位作者 秦锐芳 谢炳华 钟德松 龚梓初 顾秋萍 金锡鹏 王簃兰 《Nuclear Science and Techniques》 SCIE CAS CSCD 1991年第1期60-64,共5页
In this paper, (2H- methyl) toluene was prepared by catalysed halogen- tritium substitution method from benzyl bromide, then it was nitrated to produce (8H- methyl) trinitrotoluene. The tritiated product was purified ... In this paper, (2H- methyl) toluene was prepared by catalysed halogen- tritium substitution method from benzyl bromide, then it was nitrated to produce (8H- methyl) trinitrotoluene. The tritiated product was purified by thin- layer chromatography. At last, the pure 3H- TNT was obtained with specific radioactivity of 3.77 GBq/mmol. Radiochemical purity was over 98% and the ultraviolet absorption spectrum of tritiated TNT was conformed with that of standard sample. Using 3H- TNT as a tracer, its toxicokinetics was sudied in rats. The results showed that the toxicokinetics characteristics of TNT were quickly absorbed into the blood, Vd】2L/kg.h, long T1/2β and fixed accumulation with four routes of administration, TNT and its metabolites were mainly excreted by the urine. The half- life of TNT in the urine were 1,1- 24h. A trace of radioactivity of 3H- TNT and its metabolites could be detected in the urine on 7th day after administration (9.25×106Bq/kg). 展开更多
关键词 (3H- methyl) toluene TRINITROTOLUENE Catalysed halogen- tritium substitution method TOXICOLOGY toxicokinetics
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Liquid chromatography-mass spectrometry method for the quantification of an anti-sclerostin monoclonal antibody in cynomolgus monkey serum 被引量:1
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作者 Yuxiong Gao Zhendong Chen +1 位作者 Changyong Yang Dafang Zhong 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2021年第4期472-479,共8页
Liquid chromatography tandem mass spectrometry(LC-MS/MS)has gradually become a promising alternative to ligand binding assay for the bioanalysis of biotherapeutic molecules,due to its rapid method development and high... Liquid chromatography tandem mass spectrometry(LC-MS/MS)has gradually become a promising alternative to ligand binding assay for the bioanalysis of biotherapeutic molecules,due to its rapid method development and high accuracy.In this study,we established a new LC-MS/MS method for the determination of the anti-sclerostin monoclonal antibody(SHR-1222)in cynomolgus monkey serum,and compared it to a previous electrochemiluminescence method.The antibody was quantified by detecting the surrogate peptide obtained by trypsin digestion.The surrogate peptide was carefully selected by investigating its uniqueness,stability and MS response.The quantitative range of the proposed method was 2.00-500μg/mL,and this verified method was successfully applied to the toxicokinetic assessment of SHR-1222 in cynomolgus monkey serum.It was found that the concentrations of SHR-1222 in cynomolgus monkeys displayed an excellent agreement between the LC-MS/MS and electrochemiluminescence methods(ratios of drug exposure,0.8-1.0).Notably,two monkeys in the60 mg/kg dose group had abnormal profiles with a low detection value of SHR-1222 in their individual sample.Combining the high-level anti-drug antibodies(ADAs)in these samples and the consistent quantitative results of the two methods,we found that the decreased concentration of SHR-1222 was due to the accelerated clearance mediated by ADAs rather than the interference of ADAs to the detection platform.Taken together,we successfully developed an accurate,efficient and cost-effective LC-MS/MS method for the quantification of SHR-1222 in serum samples,which could serve as a powerful tool to improve the preclinical development of antibody drugs. 展开更多
关键词 Anti-sclerostin monoclonal antibody (SHR-1222) LC-MS/MS Anti-drug antibody TOXICOKINETIC
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Case Study: Suicide Attempt by Intentional Ingestion of Chlormequat
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作者 Guanghua Yang Djemila Kechkeche +2 位作者 Hafid Belhadj-Tahar Alexandre Verdu Nouredine Sadeg 《Forensic Medicine and Anatomy Research》 2015年第2期39-42,共4页
Chlormequat is a quaternary ammonium and choline chlorinated derivated is used as plant growth regulating agent. There are very few documented cases of poisoning in humans. We reported a case of non-fatal suicide atte... Chlormequat is a quaternary ammonium and choline chlorinated derivated is used as plant growth regulating agent. There are very few documented cases of poisoning in humans. We reported a case of non-fatal suicide attempt by chlormequat in France. A 34-year-old woman was admitted to hospital after deliberate consumption of plant growth regulator, C5 SUN, containing chlormequat chloride (460 g/L) and choline chloride (320 g/L). Immediately, she developed symptoms of respiratory distress and a cardiac massage was begun by her father. In this case report, we described the method for an accurate and reliable screening of chlormequat which was based on the combination of Target Analysis powerful software and a high performance TOF-MS (Impact HD from Bruker). After forced diuresis, the kinetic of elimination of chlormequat is biphasic: vascular phase diffusion (half-life of 5.6 hr) followed by a phase of free elimination (half-life of 16.2 h). Although chlormequat poisoning is clinically similar to that observed with anticholinesterase compounds, chlormequat chloride is not an acetylcholinesterase inhibitor. Chlormequat seems to be a weak substrat competitor for cholinesterase leading to acetylcholine accumulation and prolonged depolarization in muscular junction. Cardiac massage, artificial respiration and forced diuresis have significantly improved the prognosis of our patient. 展开更多
关键词 CHLORMEQUAT SUICIDE Poisoning DIURESIS TOXICOKINETIC LCMS
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Benchmark Dose for Dioxin Based on Gestational Diabetes Mellitus Using Coexposure Statistical Methods and an Optimized Physiologically Based Toxicokinetic Model
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作者 Tao Ying Xin Liu +5 位作者 Lei Zhang Wencheng Cao Sheng Wen Yongning Wu Gengsheng He Jingguang Li 《Environment & Health》 2024年第9期661-671,共11页
Dioxins are ubiquitous endocrine-disrupting substances,but determining the effects and benchmark doses in situations of coexposure is highly challenging.The objective of this study was to assess the relationship betwe... Dioxins are ubiquitous endocrine-disrupting substances,but determining the effects and benchmark doses in situations of coexposure is highly challenging.The objective of this study was to assess the relationship between dioxin andgestational diabetes mellitus(GDM),calculate the benchmark dose(BMD)of dioxin in coexposure scenarios,and derive a daily exposure threshold using an optimized physiologically based toxicokinetic(PBTK)model.Based on a nested casecontrol study including 77 cases with GDM and 154 controls,serum levels of 29 dioxin-like compounds(DLCs)along with 10 perfluoroalkyl acids(PFAAs),seven polybrominated diphenyl ethers(PBDEs),and five non-dioxin-like polychlorinated biphenyls(ndl-PCBs)were measured at 9−16 weeks of gestation.Bayesian machine kernel regression(BKMR)was employed to identify significant chemicals,and probit and logistic models were used to calculate BMD adjusted for significant chemicals.A physiologically based toxicokinetic(PBTK)model was optimized using polyfluorinated dibenzo-p-dioxins and dibenzofurans(PFDD/Fs)data by the Bayesian−Monte Carlo Markov chain method and was used to determine the daily dietary exposure threshold.The median serum level of total dioxin toxic equivalent(TEQ)was 7.72 pg TEQ/g fat.Logistic regression analysis revealed that individuals in the fifth quantile of total TEQ level had significantly higher odds of developing GDM compared to those in the first quantile(OR,8.87;95%CI 3.19,27.58).The BKMR analysis identified dioxin TEQ and BDE-153 as the compounds with the greatest influence.The binary logistic and probit models showed that the BMD10(benchmark dose corresponding to a 10%extra risk)and BMDL_(10)(lower bound on the BMD_(10))were 3.71 and 3.46 pg TEQ/g fat,respectively,when accounting for coexposure to BDE-153 up to the 80%level.Using the optimized PBTK model and modifying factor,it was estimated that daily exposure should be below 4.34 pg TEQ kg^(−1)bw week^(−1)in order to not reach a harmful serum concentration for GDM.Further studies should utilize coexposure statistical methods and physiologically based pharmacokinetic(PBTK)models in reference dose calculation. 展开更多
关键词 DIOXIN gestational diabetes mellitus coexposure benchmark dose physiologically based toxicokinetic model
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Advancing Toxicity Predictions:A Review on in Vitro to in Vivo Extrapolation in Next-Generation Risk Assessment
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作者 Peiling Han Xuehua Li +2 位作者 Jingyuan Yang Yuxuan Zhang Jingwen Chen 《Environment & Health》 2024年第7期499-513,共15页
As a key step in next-generation risk assessment(NGRA),in vitro to in vivo extrapolation(IVIVE)aims to mobilize a mechanism-based understanding of toxicology to translate bioactive chemical concentrations obtained fro... As a key step in next-generation risk assessment(NGRA),in vitro to in vivo extrapolation(IVIVE)aims to mobilize a mechanism-based understanding of toxicology to translate bioactive chemical concentrations obtained from in vitro assays to corresponding exposures likely to induce bioactivity in vivo.This conversion can be achieved via physiologically-based toxicokinetic(PBTK)models and machine learning(ML)algorithms.The last 5 years have witnessed a period of rapid development in IVIVE,with the number of IVIVE-related publications increasing annually.This Review aims to(1)provide a comprehensive overview of the origin of IVIVE and initiatives undertaken by multiple national agencies to promote its development;(2)compile and sort out IVIVE-related publications and perform a clustering analysis of their high-frequency keywords to capture key research hotspots;(3)comprehensively review PBTK and ML model-based IVIVE studies published in the last 5 years to understand the research directions and methodology developments;and(4)propose future perspectives for IVIVE from two aspects:expanding the scope of application and integrating new technologies.The former includes focusing on metabolite toxicity,conducting IVIVE studies on susceptible populations,advancing ML-based quantitative IVIVE models,and extending research to ecological effects.The latter includes combining systems biology,multiomics,and adverse outcome networks with IVIVE,aiming at a more microscopic,mechanistic,and comprehensive toxicity prediction.This Review highlights the important value of IVIVE in NGRA,with the goal of providing confidence for its routine use in chemical prioritization,hazard assessment,and regulatory decision making. 展开更多
关键词 in vitro to in vivo extrapolation physiologically-based toxicokinetic model big data machine learning in vivo toxicity
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Assessing comparable bioconcentration potentials for nanoparticles in aquatic organisms via combined utilization of machine learning and toxicokinetic models 被引量:2
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作者 Shipeng Dong Zihao Wu +2 位作者 Mingjie Wang Xiaoyan Sun Liang Mao 《SmartMat》 2023年第3期70-83,共14页
The toxicokinetic(TK)model‐derived kinetic bioconcentration factor(BCFk)provides a quantitatively comparable index to estimate the bioaccumulation potential of nanoparticles(NPs)that barely reach thermodynamic equili... The toxicokinetic(TK)model‐derived kinetic bioconcentration factor(BCFk)provides a quantitatively comparable index to estimate the bioaccumulation potential of nanoparticles(NPs)that barely reach thermodynamic equilibrium in aquatic organisms,but experimental data are limited for various NPs.In the present study,a machine learning model was applied to offer reliable in silico predictions for the dynamic body burden of diverse NPs to derive corresponding parameters for the TK model.The developed eXtreme Gradient Boosting‐derived TK(XGB‐TK)model was applied to predict BCFk results for a broad range of metallic or carbonaceous NPs,with an appreciable prediction R2 of 0.96.The BCFk values were predicted based on a random combination of selected variable features,revealing that their bioaccumulation potential showed an overall negative correlation with NP density or organism size.By applying importance analysis and partial dependence plots,NP density and organism size were revealed to be the top essential features that impact the bioaccumulation potential.The conjunctively used XGB‐TK model enabled a prior comparison for diverse NPs and straightforward derivation on the dependency of features,which could also guide the bioaccumulation mechanism exploration and experimental condition formulation. 展开更多
关键词 aquatic organism BCF BIOACCUMULATION machine learning NANOPARTICLES toxicokinetic models
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