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Flocoumafen exposure induces skeletal developmental toxicity and neurotoxicity in zebrafish (Danio rerio) 斑马鱼暴露于絮凝剂可诱导骨骼发育毒性和神经毒性。
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-02-03 DOI: 10.1016/j.toxlet.2026.111852
Tianyi Chen , Fengjun Fan , An Cheng , Yumei Xia , Haoze Chen , Jiakai Fang , Yangyu Chen , Tianjia Li , Anli Wang , Binjie Wang , Weixuan Yao , Yuanzhao Wu
Flocoumafen (FCF), a second-generation anticoagulant rodenticide (SGAR), has limited toxicological data regarding its effects on aquatic organisms. In this study, we exposed zebrafish embryos to FCF solutions at concentrations of 0.2, 0.4, and 0.8 mg/L until 120 h post-fertilization (hpf). The results revealed a decrease in survival rates. Notably, FCF exposure significantly reduced the frequency of spontaneous tail coils at 24 hpf, while shortened body length and induced spinal curvature at 120 hpf. Furthermore, zebrafish larvae exhibited craniofacial abnormalities and incomplete bone mineralization at 120 hpf following FCF exposure. In Tg(HuC:EGFP) transgenic strains, neuronal loss was observed. Additionally, FCF-exposed zebrafish larvae showed a marked reduction in locomotor ability, activity levels, and turning capacity. The qPCR and enzyme activity assays revealed significant changes in gene expression associated with the Notch signaling pathway, accompanied by increased levels of reactive oxygen species (ROS), superoxide dismutase (SOD), catalase (CAT), malondialdehyde (MDA). Astaxanthin (ASTA) partially alleviated the toxicities induced by FCF. These findings suggest that FCF may induce skeletal and neurological toxicities by affecting oxidative stress, disrupting the normal expression of skeletal and nervous system-related genes in the Notch signaling pathway, and ultimately leading to behavioral abnormalities. Our findings may provide new insights into a comprehensive evaluation of FCF toxicology in aquatic organisms, and may assist the government in formulating and implementing regulatory policies regarding the application of FCF.
絮凝剂(FCF)是第二代抗凝血灭鼠剂(SGAR),关于其对水生生物影响的毒理学数据有限。在这项研究中,我们将斑马鱼胚胎暴露在浓度为0.2、0.4和0.8mg/L的FCF溶液中,直到受精后120小时(hpf)。结果显示存活率下降。值得注意的是,FCF暴露在24 hpf时显著降低了自发尾线圈的频率,而在120 hpf时缩短了体长并诱导了脊柱弯曲。此外,暴露于FCF后,斑马鱼幼虫在120 hpf时表现出颅面异常和骨矿化不完全。在Tg(HuC:EGFP)转基因菌株中,观察到神经元丢失。此外,暴露于氟化氟的斑马鱼幼虫的运动能力、活动水平和转弯能力显著降低。qPCR和酶活性分析显示,与Notch信号通路相关的基因表达发生显著变化,同时活性氧(ROS)、超氧化物歧化酶(SOD)、过氧化氢酶(CAT)、丙二醛(MDA)水平升高。虾青素(Astaxanthin, ASTA)可部分减轻FCF所致的毒性。这些发现表明,FCF可能通过影响氧化应激,破坏Notch信号通路中骨骼和神经系统相关基因的正常表达,最终导致行为异常,从而诱导骨骼和神经系统毒性。本研究结果可为水生生物FCF毒理学的综合评价提供新的思路,并可为政府制定和实施FCF应用的监管政策提供参考。
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引用次数: 0
Role of mitochondrial biogenesis in methanol-induced neurobehavioral changes in rats 线粒体生物发生在甲醇诱导大鼠神经行为改变中的作用
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-20 DOI: 10.1016/j.toxlet.2026.111835
Guoping Li , Xiaohong Du , Xinqiao Wang , Xiaojie Han , Mengnan Peng , Chen Nan

Objective

This study aimed to explore the role of mitochondrial biogenesis in methanol-induced neurobehavioral impairments in rats and elucidate the potential neurotoxic mechanisms of methanol exposure.

Methods

Forty-eight healthy Sprague-Dawley rats (200 ± 20 g), equally stratified by sex, were randomized into four groups: a control group (0 g/m³) and low- (25.344 g/m³), medium- (50.688 g/m³), and high-dose (101.376 g/m³) methanol exposure groups. Rats were exposed via inhalation for 2 h/day, 7 days/week for 4 weeks. Neurobehavioral changes were evaluated using the Morris water maze (MWM) and open field test (OFT). Cortical histopathology was examined via H&E staining. Mitochondrial DNA (mtDNA) content was quantified by qPCR, and ATP levels were measured using a commercial assay kit. Western blotting was performed to assess the expression of mitochondrial biogenesis-related proteins (COX IV, PGC-1α, NRF1, and TFAM).

Results

Methanol-exposed rats exhibited significantly prolonged escape latency and fewer platform crossings in the MWM (P < 0.05). OFT results demonstrated reduced central zone activity duration, total distance traveled, and central zone entries (P < 0.05). H&E staining revealed neuronal loss and structural disorganization in the cortex. Additionally, mtDNA content and ATP levels were significantly decreased in medium- and high-dose groups (P < 0.05). Western blot analysis confirmed downregulation of COX IV, PGC-1α, NRF1, and TFAM (P < 0.05), indicating suppressed mitochondrial biogenesis.

Conclusion

Methanol exposure disrupts mitochondrial biogenesis in rat cortical neurons, leading to reduced mitochondrial content and ATP production, which may contribute to the observed neurobehavioral deficits. These findings provide mechanistic insights into methanol-induced neurotoxicity.
目的探讨线粒体生物发生在甲醇致大鼠神经行为损伤中的作用,并阐明甲醇暴露的潜在神经毒性机制。方法48只健康的Sprague-Dawley大鼠(200 ± 20 g)按性别等分随机分为4组:对照组(0 g/m³)和低剂量(25.344 g/m³)、中剂量(50.688 g/m³)、高剂量(101.376 g/m³)甲醇暴露组。大鼠吸入暴露2 h/天,7天/周,共4周。采用Morris水迷宫(MWM)和开阔场试验(OFT)评价神经行为变化。H&;E染色检查皮质组织病理学。用qPCR法测定线粒体DNA (mtDNA)含量,用商用检测试剂盒测定ATP水平。Western blotting检测线粒体生物发生相关蛋白(COX IV、PGC-1α、NRF1和TFAM)的表达。结果甲醇暴露大鼠逃避潜伏期明显延长,MWM平台穿越次数明显减少(P <; 0.05)。OFT结果显示中央区域活动持续时间、总行程距离和中央区域进入时间缩短(P <; 0.05)。H&;E染色显示皮层神经元丢失和结构紊乱。中、高剂量组mtDNA含量和ATP水平显著降低(P <; 0.05)。Western blot分析证实COX IV、PGC-1α、NRF1和TFAM下调(P <; 0.05),表明线粒体生物发生受到抑制。结论甲醇暴露破坏了大鼠皮层神经元线粒体的生物生成,导致线粒体含量和ATP生成减少,这可能是观察到的神经行为缺陷的原因之一。这些发现为甲醇诱导的神经毒性提供了机制上的见解。
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引用次数: 0
Toxicity and endocrine disrupting activity of monoanthraquinone dyes: Alizarin Blue Black B, Acid Blue 129 and Remazol Brilliant Blue R 单蒽醌染料茜素蓝黑B、酸蓝129和瑞马唑亮蓝R的毒性和内分泌干扰活性。
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-02-09 DOI: 10.1016/j.toxlet.2026.111854
Kamila Rybczyńska-Tkaczyk , Bartosz Skóra , Konrad A. Szychowski
The aim of this study was to determine the ecotoxicological and cytotoxic effects of monoanthraquinone dyes, i.e., Alizarin Blue Black B (ABBB), Acid Blue 129 (AB129), and Remazol Brilliant Blue R (RBBR), using Microbial Assay for Risk Assessment (MARA) and human hepatocellular carcinoma (HepG2) cells. Moreover, the study evaluated the (anti)estrogenic and (anti)androgenic properties of these dyes using Saccharomyces cerevisiae (YES/YAS assays) as a model organism. All dyes showed low (RBBR and ABBB) or slight toxicity (AB129), with average minimum toxic concentrations (MTC) of 151 and 184 mg/L, and 124 mg/L, respectively. Among the tested microorganisms, Brevundimonas diminuta was the most sensitive to all dyes. These dyes demonstrated estrogenic activity at concentrations ranging from 3 to 100 µM, acting as hERα receptor agonists. Both ABBB and RBBR were characterized by agonistic properties towards the hAR receptor at specific concentration (10–100 and 30–100 µM, respectively). ABBB increased mRNA expression of CYP1A1, CYP1A2 and CYP2B6 genes in HepG2 cells along with corresponding cytochrome activities (EROD, MROD and PROD assays). AB129 elevated CYP1A1 and CYP1A2 gene expression but increased only EROD activity. RBBR upregulated CYP1A2 and CYP2B6 gene expression, but did not affect the activity of any measured cytochrome assays.
本研究的目的是利用微生物风险评估法(MARA)和人肝癌细胞(HepG2)检测单蒽醌类染料茜素蓝黑B (ABBB)、酸蓝129 (AB129)和雷马唑亮蓝R (RBBR)的生态毒理学和细胞毒作用。此外,本研究以酿酒酵母(YES/YAS)为模式生物,评价了这些染料的(抗)雌激素和(抗)雄激素特性。所有染料表现为低毒性(RBBR和ABBB)或轻微毒性(AB129),平均最小毒性浓度(MTC)分别为151、184mg/L和124mg/L。在被测微生物中,小短单胞菌对所有染料最敏感。这些染料在浓度范围为3至100 μ M时表现出雌激素活性,作为hERα受体激动剂。ABBB和RBBR在特定浓度(分别为10-100µM和30-100µM)下对hAR受体具有拮抗作用。ABBB增加了HepG2细胞中CYP1A1、CYP1A2和CYP2B6基因的mRNA表达以及相应的细胞色素活性(EROD、MROD和PROD检测)。AB129提高了CYP1A1和CYP1A2基因的表达,但只增加了EROD的活性。RBBR上调CYP1A2和CYP2B6基因表达,但不影响任何细胞色素测定的活性。
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引用次数: 0
Association between perfluoroalkyl and polyfluoroalkyl substances exposure and reproductive longevity for female in the United States: A population-based study 全氟烷基和多氟烷基物质暴露与美国女性生殖寿命之间的关系:一项基于人群的研究
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1016/j.toxlet.2026.111849
Anhui Ning , Feng Shao , Qingzheng Yang , Yiqian Ren , Shenxuan Zhou , Jinfeng Lin , Minjie Chu , Yan Zhang
Wide exposure to perfluoroalkyl and polyfluoroalkyl substances (PFAS) poses a great risk to human reproductive health. Reproductive longevity is a major factor influencing the female reproductive cycle and affects women's healthy ageing. However, few studies have comprehensively evaluated the correlation between serum PFAS concentrations and female reproductive age, including menarche, reproductive longevity, and menopause. The purpose of this research is to investigate the correlation between serum PFAS levels and female reproductive age using linear regression models based on the National Health and Nutrition Examination Survey (NHANES) database. A total of 4743 participants were included in this analysis, and the results showed that age at menopause was inversely associated with perfluorooctanoic acid (PFOA) (β = −0.77, 95 % CI = −1.36, −0.18, P = 0.01), perfluorohexane sulfonic acid (PFHxS) (β = −1.07, 95 % CI = −1.53, −0.60, P < 0.001) and perfluorooctane sulfonic acid (PFOS) (β = −0.84, 95 % CI = −1.30, −0.38, P < 0.001). Moreover, the results showed that PFOS (β = −0.89, 95 % CI = −1.36, −0.42, P < 0.001), PFHxS (β = −1.08, 95 % CI = −1.55, −0.60, P < 0.001), and PFOA (β = −0.68, 95 % CI = −1.28, −0.08, P = 0.03) exposure were inversely related to reproductive longevity in women, exhibiting a strong dose-response trend. Evidence from the study indicates that exposure to PFAS may raise the risk of shortened reproductive longevity in women.
广泛接触全氟烷基和多氟烷基物质(PFAS)对人类生殖健康构成巨大风险。生殖寿命是影响女性生殖周期和妇女健康老龄化的主要因素。然而,很少有研究全面评估血清PFAS浓度与女性生育年龄(包括月经初潮、生殖寿命和更年期)的相关性。本研究基于美国国家健康与营养调查(NHANES)数据库,采用线性回归模型探讨血清PFAS水平与女性生育年龄的相关性。共有4743名参与者被包含在这一分析,结果表明,绝经的年龄呈负相关并酸(PFOA)(β=−0.77,95 % CI =−1.36−0.18,P = 0.01),perfluorohexane磺酸(PFHxS)(β=−1.07,95 % CI =−1.53−0.60,P & lt; 0.001)和perfluorooctane磺酸(卵圆孔未闭)(β=−0.84,95 % CI =−1.30−0.38,P & lt; 0.001)。此外,结果表明,卵圆孔未闭(β=−0.89,95 % CI =−1.36−0.42,P & lt; 0.001),PFHxS(β=−1.08,95 % CI =−1.55−0.60,P & lt; 0.001),和全氟辛酸及其盐类(PFOA)(β=−0.68,95 % CI =−1.28−0.08,P = 0.03)接触是女性生殖寿命成反比,表现出强烈的剂量反应的趋势。研究证据表明,接触PFAS可能会增加女性生殖寿命缩短的风险。
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引用次数: 0
Recovery from chronic PFAS exposure can reverse chemotherapy resistance and mitochondrial alterations in ovarian cancer cells 慢性PFAS暴露后的恢复可以逆转卵巢癌细胞的化疗耐药性和线粒体改变。
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-02-19 DOI: 10.1016/j.toxlet.2026.111858
Brittany P. Rickard , Lauren A. Sapienza-Lundie , Vesna A. Chappell , Suzanne E. Fenton , Imran Rizvi
Per- and polyfluoroalkyl substances (PFAS) are environmental contaminants of global concern that have been associated with a variety of adverse health outcomes, including diminished chemotherapy response. Previous studies in moderately chemosensitive ovarian cancer cells (OVCAR-3) have shown that the induction of chemoresistance from PFAS exposure is duration-dependent, with longer, more human-relevant exposure durations leading to worse outcomes. Mitochondrial content was also altered following chronic PFAS exposure, suggesting mitochondria as contributors to PFAS-induced chemoresistance. Here, chemotherapy response following chronic PFAS exposure in a chemoresistant human ovarian cancer cell line, OVCAR-8, was evaluated. Compared to OVCAR-3 cells, chemotherapy response was unaffected by chronic PFAS exposure in OVCAR-8 cells. As individuals gain awareness of sources of PFAS exposure, and associated harmful effects, actions can be taken to limit exposure using water filtration systems and/or safer alternatives to PFAS-containing consumer goods. Thus, we also explored the ability of PFAS-sensitive OVCAR-3 cells to recover from chronic exposure. Following 6 passages of chronic PFAS exposure, cells were “outgrown” in the absence of PFAS for 7 additional passages and proliferation, chemotherapy response, and mitochondria-related alterations were assessed. Compared to chronically-exposed cells, outgrown cells displayed heightened sensitivity to chemotherapy along with decreased superoxide production and mitochondrial content. Proliferation remained significantly elevated compared to controls, suggesting that not all PFAS-induced effects are abrogated by a recovery period. Together, these findings suggest that ovarian cancer cells differ in their PFAS sensitivities and that mitochondria-related alterations resulting from chronic PFAS exposure can be reversed following a “recovery period”, potentially resensitizing cancer cells to chemotherapy.
全氟烷基物质(PFAS)是全球关注的环境污染物,与各种不良健康后果有关,包括化疗反应减弱。先前对化疗敏感卵巢癌细胞(OVCAR-3)的研究表明,PFAS暴露诱导的化疗耐药是持续时间依赖性的,与人类相关的暴露时间越长,结果越差。慢性PFAS暴露后,线粒体含量也发生了改变,表明线粒体是PFAS诱导的化学耐药的贡献者。本研究评估了化疗耐药人卵巢癌细胞系OVCAR-8在慢性PFAS暴露后的化疗反应。与OVCAR-3细胞相比,OVCAR-8细胞的化疗反应不受慢性PFAS暴露的影响。随着个人对PFAS暴露的来源和相关有害影响的认识,可以采取行动,使用水过滤系统和/或含有PFAS的消费品的更安全替代品来限制暴露。因此,我们也探索了pfas敏感的OVCAR-3细胞从慢性暴露中恢复的能力。在慢性PFAS暴露6代后,细胞在没有PFAS的情况下“超长”了7代,并评估了增殖、化疗反应和线粒体相关的改变。与长期暴露的细胞相比,生长后的细胞对化疗的敏感性提高,超氧化物产生和线粒体含量减少。与对照组相比,增殖仍然显著升高,这表明并非所有pfas诱导的效应都可以通过恢复期消除。总之,这些发现表明卵巢癌细胞对PFAS的敏感性不同,并且慢性PFAS暴露导致的线粒体相关改变可以在“恢复期”后逆转,从而可能使癌细胞对化疗重新敏感。
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引用次数: 0
Tributyl phosphate disrupts hepatic lipid metabolism via cGAS-STING signal pathway mediated inflammation 磷酸三丁酯通过cGAS-STING信号通路介导的炎症破坏肝脏脂质代谢
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-28 DOI: 10.1016/j.toxlet.2026.111847
Liwei Yang, Zhili Ge, Xuehan Ding, Jingjing Shi, Jiaxin Zhang, Tianyou Wang, Huibin Jiang, Xinyu Zhang, Liting Zhou
Tributyl phosphate (TBP) can lead to abnormal hepatic lipid metabolism. Inflammation triggered by the cGAS-STING may be involved in it. Within this research, we investigated the involved mechanisms of TBP-induced lipid metabolic disorders. Rats and BRL-3A cells are used as models to determine the liver toxicity of TBP. Aspirin was used to alleviate the inflammation induced by TBP. RU.521 and H151 were employed to inhibit the activation of cGAS-STING. HE staining was applied to observe liver injury. The mitochondrial structure was observed with transmission electron microscopy. The quantification of lipid levels was achieved through colorimetry. The concentrations of inflammatory factors were assessed by ELISA. The expression levels of genes involved in lipid metabolism and cGAS-STING signaling pathway were detected by Q-PCR and western blot. TBP induced hepatocyte swelling and disorganized cord structures of rat livers. Following exposure to TBP, there is an elevation in the concentrations of triglycerides (TG) and total cholesterol (T-CHO), and the mRNA and protein expression levels of FASN, SREBP2, and PPARγ also showed a significant increase(P < 0.05). TBP exposure enhanced interleukin-6 (IL-6) production and this effect is reversed by aspirin treatment(P < 0.05). In BRL-3A cells, inhibiting cGAS-STING signaling pathway decreased the IL-6 concentrations and reversed the lipid accumulation caused by TBP(P < 0.05). Taken together, our results suggest TBP induced histopathological damage in rat livers, including hepatocyte swelling and disorganized cord structures. It also caused alterations in mitochondrial structure. Moreover, TBP can mediate inflammatory responses via the cGAS-STING, which in turn leads to hepatic lipid accumulation.
磷酸三丁酯(TBP)可导致肝脏脂质代谢异常。可能与cGAS-STING引发的炎症有关。在本研究中,我们探讨了tbp诱导脂质代谢紊乱的相关机制。以大鼠和BRL-3A细胞为模型,测定TBP的肝毒性。阿司匹林用于减轻TBP引起的炎症。采用RU.521和H151抑制cGAS-STING的活化。HE染色观察肝损伤。透射电镜观察线粒体结构。脂质水平的定量通过比色法实现。ELISA法检测各组炎症因子浓度。采用Q-PCR和western blot检测脂质代谢和cGAS-STING信号通路相关基因的表达水平。TBP诱导大鼠肝细胞肿胀和肝索结构紊乱。暴露于TBP后,甘油三酯(TG)和总胆固醇(T-CHO)浓度升高,FASN、SREBP2和PPARγ mRNA和蛋白表达水平也显著升高(P <; 0.05)。TBP暴露可增强白细胞介素-6 (IL-6)的产生,而阿司匹林治疗可逆转这一作用(P <; 0.05)。在BRL-3A细胞中,抑制cGAS-STING信号通路可降低IL-6浓度,逆转TBP引起的脂质积累(P <; 0.05)。综上所述,我们的研究结果表明,TBP引起了大鼠肝脏的组织病理学损伤,包括肝细胞肿胀和脊髓结构紊乱。它还引起线粒体结构的改变。此外,TBP可以通过cGAS-STING介导炎症反应,从而导致肝脏脂质积累。
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引用次数: 0
Association of urinary heavy metals with osteoporosis in US adults using interpretable machine learning 使用可解释机器学习的美国成年人尿重金属与骨质疏松症的关系。
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-02-04 DOI: 10.1016/j.toxlet.2026.111853
Weihuan Huang , Dongpei Liu , Gang Liu , Guihua Chen

Background

Exposure to heavy metals in the environment has always been the focus of public concern. More and more evidence suggests that heavy metal exposure may lead to bone degeneration and an increased risk of pathological fractures. In this study, we analyzed the data of NHANES (National Health and Nutrition Survey) and applied nine machine learning models to check the relationship between heavy metal exposure and osteoporosis.

Methods

The data originates from NHANES conducted during the periods of 2003–2004,2005–2006,2007–2008,2009–2010,2013–2014 and 2017–2018 and is utilized for the development of machine learning models. The Spearman Correlation analysis was employed to identify the relationships among all independent variables, while the Boruta algorithm was utilized for feature selection. The chosen data was equilibrated with SMOTE and partitioned into training and testing sets in a 7:3 ratio. Support Vector Machine, Gradient Boosting Machine, Neural Network, Random Forest, XGBoost, K-Nearest Neighbors, AdaBoost, LightGBM, and CatBoost were employed to construct machine learning models. The optimum model was chosen for further research based on area under the curve (AUC), accuracy, sensitivity, specificity, precision, and F1 score. The Shapley additive explanation (SHAP) method was employed to elucidate the contribution of variables to the machine learning model.

Results

The XGBoost model among nine machine learning models demonstrated the best and most balanced performance in evaluating the correlation between heavy metal exposure and osteoporosis (AUC value of 0.834), significantly outperforming the other eight models. It achieved an accuracy of 0.822, sensitivity of 0.709, specificity of 0.830. Age was identified as the primary influencing factor in this machine learning model (mean |SHAP| = 0.30). Based on SHAP feature importance, the metals were ranked (descending) as Tl, Pb, Cd, Ba, Mo, Sb, Cs, Co and Tu, with Tl showing the strongest contribution to osteoporosis prediction.SHAP dependency plots and waterfall plots further illustrate the decision-making mechanism of the model.

Conclusions

In this study, the XGBoost model showed better performance than the other eight models. Among the nine types of urine metals, thallium (Tl) is the most important variable in the prediction of osteoporosis in machine learning models. Among all independent variables, age and gender are considered the most important components of the model. Subsequent research should develop more sophisticated algorithms to authenticate these findings and adjust relevant parameters to improve the model's precision.
背景:环境中重金属的暴露一直是公众关注的焦点。越来越多的证据表明,重金属暴露可能导致骨质退化和病理性骨折的风险增加。在本研究中,我们分析了NHANES (National Health and Nutrition Survey)的数据,并应用9个机器学习模型来检验重金属暴露与骨质疏松症之间的关系。方法:数据来源于2003-2004年、2005-2006年、2007-2008年、2009-2010年、2013-2014年和2017-2018年期间的NHANES,用于开发机器学习模型。采用Spearman相关分析识别各自变量之间的关系,采用Boruta算法进行特征选择。选择的数据与SMOTE平衡,并以7:3的比例划分为训练集和测试集。采用支持向量机、梯度增强机、神经网络、随机森林、XGBoost、k近邻、AdaBoost、LightGBM和CatBoost构建机器学习模型。根据曲线下面积(area under curve, AUC)、准确度、灵敏度、特异度、精密度、F1评分等指标选择最佳模型进行进一步研究。采用Shapley加性解释(SHAP)方法来阐明变量对机器学习模型的贡献。结果:在9个机器学习模型中,XGBoost模型在评估重金属暴露与骨质疏松症之间的相关性方面表现出最好和最平衡的性能(AUC值为0.834),显著优于其他8个模型。准确度为0.822,灵敏度为0.709,特异性为0.830。在该机器学习模型中,年龄被确定为主要影响因素(平均|SHAP| = 0.30)。根据SHAP特征的重要性,这些金属依次为Tl、Pb、Cd、Ba、Mo、Sb、Cs、Co和Tu,其中Tl对骨质疏松症的预测贡献最大。SHAP依赖图和瀑布图进一步说明了模型的决策机制。结论:在本研究中,XGBoost模型的性能优于其他8个模型。在9种尿金属中,铊(Tl)是机器学习模型中预测骨质疏松症最重要的变量。在所有自变量中,年龄和性别被认为是模型中最重要的组成部分。后续研究应开发更复杂的算法来验证这些发现,并调整相关参数以提高模型的精度。
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引用次数: 0
Mechanisms and management of crizotinib-induced toxicity in non-small cell lung cancer 非小细胞肺癌克唑替尼诱导毒性的机制和管理
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-29 DOI: 10.1016/j.toxlet.2026.111846
Xiaoxiao Liu , Xinyu Tao , Mengting Cheng , Hao Yan , Zhifei Xu , Bo Yang , Qiaojun He , Peihua Luo , Fangjie Yan , Jiangxia Du
Crizotinib, a first-in-class ALK/ROS1/MET inhibitor, has been shown to significantly improve outcomes in advanced non-small cell lung cancer (NSCLC); however, its clinical utility remains limited by multisystem toxicities. This review synthesizes evidence regarding crizotinib-induced adverse effects—such as hepatotoxicity, cardiotoxicity, and interstitial lung disease—along with associated clinical management strategies. Through a systematic examination of the molecular mechanisms and multifactorial determinants of toxicity, this work aims to enhance understanding of the limitations associated with crizotinib’s clinical applicability. Although most toxicities are manageable through dose adjustments, prophylactic monitoring, and adjunct therapies, unresolved mechanistic questions and rare, severe adverse events underscore the need for further research. By integrating molecular insights with practical approaches, this review underscores the essential balance between therapeutic efficacy and toxicity risks, thereby informing personalized treatment decisions and facilitating the development of safer targeted therapies. The synthesis of current knowledge is intended to optimize the clinical application of crizotinib and to foster innovative strategies for toxicity management within the evolving paradigms of NSCLC treatment.
克唑替尼(Crizotinib)是一种ALK/ROS1/MET抑制剂,已被证明可显著改善晚期非小细胞肺癌(NSCLC)的预后;然而,其临床应用仍然受到多系统毒性的限制。本综述综合了有关克唑替尼引起的不良反应的证据,如肝毒性、心脏毒性和间质性肺疾病,以及相关的临床管理策略。通过对分子机制和毒性的多因素决定因素的系统检查,这项工作旨在加强对与克唑替尼临床适用性相关的局限性的理解。虽然大多数毒性可以通过剂量调整、预防性监测和辅助治疗来控制,但尚未解决的机制问题和罕见的严重不良事件强调了进一步研究的必要性。通过将分子的见解与实际方法相结合,本综述强调了治疗效果和毒性风险之间的基本平衡,从而为个性化治疗决策提供信息,并促进更安全的靶向治疗的发展。当前知识的综合旨在优化克里唑替尼的临床应用,并在不断发展的非小细胞肺癌治疗范式中促进毒性管理的创新策略。
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引用次数: 0
Busulfan plus cyclophosphamide induced spermatogenic dysfunction and recovery: A dynamic change perspective 布苏凡加环磷酰胺诱导的生精功能障碍和恢复:一个动态变化的视角。
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-03-01 Epub Date: 2026-01-24 DOI: 10.1016/j.toxlet.2026.111833
Tianyu Li , Zhichen Tang , Yaping Song , Min Su , Xiao Liu , Fuping Li , Xing Wei , Xiaolei Luo , Bin Zhou , Yanyun Wang , Lin Zhang
Busulfan combined with cyclophosphamide (BuCy) is a common conditioning regimen before hematopoietic stem cell transplantation, but it causes severe gonadotoxicity, with nearly half of male patients suffering from irreversible infertility. Existing mouse models mostly use busulfan alone, which does not fully mimic clinical treatment. Here, we applied a BuCy treatment regimen in mice and performed a longitudinal characterization of testicular injury and recovery. BuCy treatment caused marked testicular atrophy in mice, severely disrupted seminiferous tubule architecture, and dramatically reduced sperm count and motility, with partial recovery at later time points. ScRNA-seq revealed a stepwise decline in germ cell populations, with spermatogonia disappearing earlier than spermatogonial stem cells (SSCs). In addition, we observed the highest number of differentially expressed genes (DEGs) at day 28. Functional enrichment highlighted disruptions in spermatogenesis, RNA metabolism, and chromatin regulation. This study systematically characterized the long-term, multi-time-point dynamics of BuCy-induced testicular damage and recovery in mice, with single-cell transcriptomic profiling providing complementary observations at the cellular level.
布苏凡联合环磷酰胺(BuCy)是造血干细胞移植前常见的一种调节方案,但它会引起严重的性腺毒性,近一半的男性患者出现不可逆性不孕。现有的小鼠模型大多单独使用布苏凡,不能完全模拟临床治疗。在这里,我们在小鼠中应用了BuCy治疗方案,并对睾丸损伤和恢复进行了纵向表征。BuCy治疗引起小鼠睾丸明显萎缩,严重破坏精管结构,显著降低精子数量和活力,在较晚时间点部分恢复。ScRNA-seq揭示了生殖细胞数量的逐步下降,精原细胞比精原干细胞(ssc)更早消失。此外,我们观察到差异表达基因(DEGs)数量在第28天达到最高。功能富集突出了精子发生、RNA代谢和染色质调节的中断。本研究系统地描述了bucy诱导小鼠睾丸损伤和恢复的长期、多时间点动态,并在细胞水平上提供了单细胞转录组学分析的补充观察。
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引用次数: 0
Occupational lead exposure induces oxidative stress, pulmonary dysfunction, and reduced exercise capacity: A cross-sectional study 职业性铅暴露诱导氧化应激、肺功能障碍和运动能力降低:一项横断面研究
IF 2.9 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-02-01 Epub Date: 2026-01-13 DOI: 10.1016/j.toxlet.2026.111828
Ukbe Sirayder, Cihangir Acik

Aim

This study aimed to evaluate the effects of occupational lead exposure on exercise capacity, oxidative stress, and pulmonary function using a multisystemic approach.

Methods

A total of 48 lead-exposed and 51 control male workers participated in this cross-sectional study. Incremental Shuttle Walk Test (ISWT), spirometry, blood lead levels (ICP-MS), and oxidative stress markers (MDA, FRAP) were assessed. Correlation and stepwise linear regression analyses were performed.

Results

The exposed group showed significantly lower ISWT distances (p < 0.001, Cohen’s d = 0.93), higher dyspnea and fatigue scores (p < 0.01), elevated MDA (d = 2.99), and reduced FRAP levels (d = 0.64). FVC (%) was significantly lower (p < 0.001, d = 1.48), while FEV₁/FVC ratio was higher (p < 0.001, d = 1.46). Regression analyses revealed that lead exposure duration significantly predicted reduced ISWT distance (β = –0.299, p = 0.039), increased dyspnea (β = 0.591, p < 0.001), general fatigue (β = 0.476, p = 0.001), and lower FVC (β = –0.353, p = 0.014).

Conclusion

Occupational lead exposure is associated with impaired exercise performance and pulmonary function. While oxidative stress contributes to this impairment, cumulative exposure duration emerged as the most consistent predictor. This is the first study to integratively evaluate the impact of lead on maximal exercise capacity alongside biochemical and respiratory parameters, offering novel insights into its systemic physiological burden.
目的本研究旨在通过多系统方法评估职业性铅暴露对运动能力、氧化应激和肺功能的影响。方法对48名铅暴露男性工人和51名正常男性工人进行横断面研究。评估增量穿梭行走试验(ISWT)、肺活量测定、血铅水平(ICP-MS)和氧化应激标志物(MDA、FRAP)。进行相关分析和逐步线性回归分析。结果暴露组ISWT距离显著缩短(p <; 0.001,Cohen’s d = 0.93),呼吸困难和疲劳评分显著升高(p <; 0.01),MDA升高(d = 2.99), FRAP水平显著降低(d = 0.64)。FVC(%)显著降低(p <; 0.001,d = 1.48),而FEV 1 /FVC比率较高(p <; 0.001,d = 1.46)。回归分析显示,铅暴露时间显著预测ISWT距离缩短(β = -0.299, p = 0.039)、呼吸困难增加(β = 0.591, p <; 0.001)、全身疲劳(β = 0.476, p = 0.001)和FVC降低(β = -0.353, p = 0.014)。结论职业性铅暴露与运动能力和肺功能受损有关。虽然氧化应激会导致这种损伤,但累积暴露时间是最一致的预测因素。这是第一个综合评估铅对最大运动能力以及生化和呼吸参数影响的研究,为其系统生理负担提供了新的见解。
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引用次数: 0
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Toxicology letters
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