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The International Collaborative Animal Study of The Carcinogenicity and Genotoxicity of Mobile Phone Radiofrequency Radiation: The Korean Study. 手机射频辐射致癌性和遗传毒性的国际合作动物研究:韩国研究。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-01-16 DOI: 10.1093/toxsci/kfag001
Hye Sun Kim, Kang-Hyun Han, Yong-Bum Kim, Sang Bong Jeon, Ae-Kyoung Lee, Jung-Ick Moon, Hyung Do Choi, Katsumi Imaida, Masanao Yokohira, Mayumi Kawabe, Norio Imai, Jianqing Wang, Young Hwan Ahn

A chronic bioassay investigating radiofrequency (RF) carcinogenicity, intentionally designed to be conducted simultaneously in Korea and Japan, using the same research protocol and experimental environment. The study aimed to assess the potential carcinogenicity of Code Division Multiple Access (CDMA)-modulated 900 MHz RF signals at a whole-body specific absorption rate (SAR) of 4 W/kg, which is the reference level of the international human safety guideline, and to verify the key findings from the National Toxicology Program (NTP) study at that SAR level. Two reverberation chamber systems were used for RF exposures, and the same study protocols were followed. Male Harlan Sprague-Dawley (Hsd: Sprague Dawley® SD®) rats were randomly assigned to cage-control, sham-exposed, or RF-exposed groups. The exposure started on gestational day 5 and lasted for 18 hours and 20 minutes each day, with 10-minute on/off cycles. The project included a 28-day toxicity study, a 2-year carcinogenicity study, and a 14-week genotoxicity test. Histopathological evaluations were conducted in a partially blinded manner. The results were independently analyzed and submitted separately based on each country's research findings. In the Korean study, no statistically significant changes in tumor incidence or survival rates were observed. No significant RF-related effects were detected in the heart, brain, or adrenal glands. No changes in body temperature. Genotoxicity tests showed no evidence of DNA damage or mutation. In conclusion, the Korean part found that long-term exposure to CDMA-modulated 900 MHz RF was neither carcinogenic nor genotoxic at a SAR of 4 W/kg in male rats.

一项研究射频(RF)致癌性的慢性生物测定,有意在韩国和日本同时进行,使用相同的研究方案和实验环境。该研究旨在评估码分多址(CDMA)调制的900 MHz射频信号在4 W/kg的全身特定吸收率(SAR)下的潜在致癌性,这是国际人类安全指南的参考水平,并验证国家毒理学计划(NTP)在该SAR水平下的主要研究结果。两个混响室系统用于射频暴露,并遵循相同的研究方案。雄性Harlan Sprague-Dawley (Hsd: Sprague-Dawley®SD®)大鼠随机分为笼控组、假暴露组和rf暴露组。暴露于妊娠第5天开始,每天持续18小时20分钟,开/关周期为10分钟。该项目包括一项为期28天的毒性研究、一项为期2年的致癌性研究和一项为期14周的遗传毒性试验。组织病理学评估采用部分盲法进行。结果是根据各国的研究成果进行独立分析并单独提交的。在韩国的研究中,没有观察到肿瘤发病率或生存率有统计学意义的变化。在心脏、大脑或肾上腺中未检测到显著的rf相关效应。体温没有变化。基因毒性测试没有显示DNA损伤或突变的证据。总之,韩国部分发现,长期暴露于cdma调制的900 MHz射频对雄性大鼠既没有致癌作用,也没有遗传毒性,SAR为4 W/kg。
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引用次数: 0
The International Collaborative Animal Study of Mobile Phone Radiofrequency Radiation Carcinogenicity and Genotoxicity: The Japanese Study. 手机射频辐射致癌性和遗传毒性的国际合作动物研究:日本研究。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-01-12 DOI: 10.1093/toxsci/kfag002
Katsumi Imaida, Mayumi Kawabe, Jianqing Wang, Masanao Yokohira, Norio Imai, Kang-Hyun Han, Yong-Bum Kim, Sang Bong Jeon, Hye Sun Kim, Young Hwan Ahn

The potential carcinogenic and genotoxic effects of radiofrequency electromagnetic fields, particularly those emitted by mobile communication systems, have raised public health concerns. A previous study by the U.S. National Toxicology Program suggested increased incidences of gliomas and cardiac schwannomas in rats exposed to high levels of RF radiation. To evaluate these findings, an international collaborative study was initiated between Japan and Korea. Male Hsd: Sprague Dawley® SD® rats were exposed to 900 MHz CDMA-modulated RF-EMFs at a whole-body specific absorption rate of 4 W/kg for 18 hours and 20 minutes daily over two years. The study included a 28-day preliminary toxicity study, genotoxicity assays (alkaline comet and micronucleus tests), and a two-year carcinogenicity assessment. All procedures followed OECD guidelines and Good Laboratory Practice. No statistically significant increases in the incidences of neoplastic or non-neoplastic lesions were found in any major organ, including the brain, heart, and adrenal glands. Genotoxicity assays revealed no evidence of DNA damage or chromosomal aberrations in RF-exposed rats. A higher survival rate in the RF-exposed group, likely due to lower body weight and food consumption, was observed. This study performed in Japan, jointly planned and executed by Japan and Korea, provides strong evidence that long-term exposure to 900 MHz RF-EMFs did not produce reproducible carcinogenic or genotoxic effects in male rats. Combined with data from the Korean counterpart study, these results are expected to contribute to future international assessments of the carcinogenic potential of electromagnetic radiation.

射频电磁场的潜在致癌和遗传毒性作用,特别是由移动通信系统发射的电磁场,已引起公众对健康的关注。美国国家毒理学计划先前的一项研究表明,暴露于高水平射频辐射的大鼠患神经胶质瘤和心脏神经鞘瘤的几率增加。为了评估这些发现,日本和韩国发起了一项国际合作研究。雄性Hsd: Sprague Dawley®SD®大鼠以4 W/kg的全身特定吸收率暴露于900 MHz cdma调制的rf - emf中,每天18小时20分钟,持续两年。该研究包括为期28天的初步毒性研究、遗传毒性试验(碱性彗星试验和微核试验)和为期两年的致癌性评估。所有程序均遵循经合组织指南和良好实验室规范。在包括大脑、心脏和肾上腺在内的任何主要器官中,肿瘤或非肿瘤病变的发生率均未发现统计学上的显著增加。遗传毒性试验未发现rf暴露大鼠DNA损伤或染色体畸变的证据。观察到,接触射频辐射组的存活率较高,可能是由于体重较轻和食物摄入量较低。这项在日本进行、由日本和韩国共同规划和执行的研究提供了强有力的证据,证明长期暴露于900兆赫的rf - emf不会对雄性大鼠产生可重复的致癌或遗传毒性作用。结合韩国相关研究的数据,预计这些结果将有助于未来对电磁辐射致癌潜力的国际评估。
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引用次数: 0
Quantitative Adverse Outcome Pathway Modeling of Cisplatin-Induced Nephrotoxicity: Developing In Vitro and In Vivo Models for Predictive Extrapolation. 顺铂诱导肾毒性的定量不良结局通路建模:为预测外推建立体外和体内模型。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2026-01-09 DOI: 10.1093/toxsci/kfaf177
Filippo Di Tillio, Lukas Wijaya, Steven Kunnen, Carl Joshua Eugenio, Giorgio Buzzanca, Imke Bruns, Marvin Martens, Nynke Kramer, Jesper Kers, Giulia Callegaro, Bob van de Water, Joost B Beltman

Nephrotoxicity is a major concern in the safety assessment of chemicals and drugs. Computational modeling, particularly the use of quantitative adverse outcome pathways (qAOPs), offers a promising strategy to improve the translation from in vitro to in vivo, thereby facilitating reliable predictions of in vivo adverse outcomes and potentially reducing the need for animal testing. Platinum-based drugs are widely used in chemotherapy, yet their clinical application is frequently constrained by nephrotoxic effects. Here, we focus on the development of ordinary differential equation (ODE)-based qAOPs for platinum-induced nephrotoxicity by defining both an in vitro and an in vivo data-driven model. The in vitro model incorporates newly generated, time-course gene expression and propidium iodide (PI) staining data from RPTEC/TERT1 cells exposed to cisplatin. The in vivo model employs published rat data, including dose-response platinum kinetics as well as single-dose time-course platinum kinetics, gene expression and histopathology data. Our quantitative approach shows that key processes in the AOP related to immune system activity are non-linear. Specifically, clearance of necrotic kidney cells by immune system activity counters damage accumulation on a timescale of days, yet low-level inflammation still cumulatively affects kidney failure in the long run. Moreover, we perform quantitative in vitro to in vivo extrapolation (QIVIVE) to link the two models. With this approach, in vivo adverse outcome predictions can be made in the future not only for platinum-based compounds but also for the safety assessment of other chemicals and drugs, reducing the need for animal testing.

肾毒性是化学品和药物安全性评估中的一个主要问题。计算建模,特别是定量不良结果途径(qAOPs)的使用,提供了一种有希望的策略,可以改善从体外到体内的转化,从而促进对体内不良结果的可靠预测,并可能减少对动物试验的需求。铂类药物广泛应用于化疗,但其临床应用往往受到肾毒性作用的限制。在这里,我们通过定义体外和体内数据驱动模型,专注于开发基于常微分方程(ODE)的qAOPs,用于铂诱导的肾毒性。体外模型结合了暴露于顺铂的RPTEC/TERT1细胞新生成的时间过程基因表达和碘化丙啶(PI)染色数据。体内模型采用已发表的大鼠数据,包括剂量反应铂动力学以及单剂量时程铂动力学、基因表达和组织病理学数据。我们的定量方法表明AOP中与免疫系统活性相关的关键过程是非线性的。具体来说,通过免疫系统活动清除坏死的肾细胞可以在几天的时间尺度上对抗损伤的积累,但从长远来看,低水平的炎症仍然会累积影响肾衰竭。此外,我们进行了定量的体外到体内外推(QIVIVE)来联系这两个模型。通过这种方法,不仅可以对铂基化合物进行体内不良后果预测,还可以对其他化学品和药物的安全性评估进行预测,从而减少了对动物试验的需求。
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引用次数: 0
β-Lactoglobulin - PFAS Binding Interactions Identifies the Calyx Domain as a Determinant of Contaminated Milk Exposure and the Calycin Protein Family as Potential Mediators of PFAS Toxicity. β-乳球蛋白- PFAS结合相互作用鉴定花萼结构域是受污染牛奶暴露的决定因素,而花萼蛋白家族是PFAS毒性的潜在介质。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-29 DOI: 10.1093/toxsci/kfaf178
Zachary S McLean, Mallory E Thomas, Scott M Belcher

Per- and Polyfluoroalkyl Substances (PFAS) are a diverse class of highly fluorinated persistent synthetic chemical pollutants. Major routes of human exposure include ingestion of contaminated drinking water and foods including dairy. Consumption of PFAS-contaminated milk and dairy is especially concerning for infants and children who are particularly sensitive and most highly exposed. Here we report findings of quantitative analysis of PFAS binding to β-lactoglobulin (β-Lg), the major whey protein in bovine milk, using differential scanning fluorimetry to determine binding affinities for 17 PFAS; except for uncharged fluorotelomer alcohols, β-Lg bound each PFAS congener tested, supporting a key role of charged functional groups in binding. The perfluoroalkyl carboxylic acid trifluoroacetic acid (TFA) bound with lowest affinity (Kd = 8.6 mM) and long chain congeners PFNA, PFDA, and PFUnDA bound with highest affinities. Evidence of significant cooperative binding was found for TFA, PFDA, PFUnDA, and PFOS. Molecular docking was used to define molecular mechanisms of PFAS binding by β-Lg and across the calycin super family of lipocalins and fatty acid binding proteins. All calycins were predicted to bind PFAS in the calyx domain with ΔG of binding ranging from -5.3 to -9.4 kcal/mol, revealing that the binding affinity for many PFAS are greater than those for binding albumin. In total, this study has identified the calycin protein superfamily as PFAS binding proteins, most of which have well-characterized functions related to key endocrine and toxicological pathways associated with the adverse consequences of PFAS exposure.

全氟和多氟烷基物质(PFAS)是一类高度氟化的持久性合成化学污染物。人类接触的主要途径包括摄入受污染的饮用水和食品,包括乳制品。对于特别敏感和高度暴露的婴儿和儿童来说,食用受pfas污染的牛奶和奶制品尤其令人担忧。本文报道了PFAS与牛乳中主要乳清蛋白β-乳球蛋白(β-Lg)结合的定量分析结果,采用差示扫描荧光法测定了17种PFAS的结合亲和力;除了不带电的氟端粒醇外,β-Lg结合了所测试的每个PFAS同系物,支持带电官能团在结合中的关键作用。全氟烷基羧酸三氟乙酸(TFA)结合的亲和力最低(Kd = 8.6 mM),长链同源物PFNA、PFDA和PFUnDA结合的亲和力最高。发现TFA、PFDA、PFUnDA和PFOS具有显著的协同结合证据。通过分子对接,我们确定了β-Lg结合PFAS的分子机制,以及脂钙蛋白和脂肪酸结合蛋白的calycin超家族。预测所有calyins都能在花萼结构域与PFAS结合,ΔG的结合强度在-5.3 ~ -9.4 kcal/mol之间,表明许多PFAS的结合亲和力大于与白蛋白的结合亲和力。总的来说,本研究已经确定了calycin蛋白超家族作为PFAS结合蛋白,其中大多数具有与PFAS暴露不良后果相关的关键内分泌和毒理学途径相关的功能。
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引用次数: 0
A Human Airway-on-a-Chip Microphysiological System for Modeling Chlorine Gas Toxicity. 模拟氯气毒性的人体气道芯片微生理系统。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-24 DOI: 10.1093/toxsci/kfaf179
Sean V Murphy, Shiny A P Rajan, Kevin Lindert, Tracey Young, Yan Jiao, Yu Zhou, Oula Khoury, Malcolm McSwain, Sivanandane Sittadjody, Zeeshan Hamid, Phillip W Clapp, Timothy S Leach, Timothy C Orr, Douglas Shankle, Emily Whitaker, Khiry Sutton, Steven E Albertson, Kristina Stumpf, Lysette Mutkus, Trang Simon, Gauri Kulkarni, Jeannie Chan, Jingyun Lee, Laura A Cox, Ge Li, Charity Campbell, Michael Olivier, Sobha Puppala, Tony E Reeves, Carl D Langefeld, Hannah C Ainsworth, Julie Ziegler, Amy Zinnia, Mohammad S Khan, Frank C Marini, Stephen J Walker, Thomas D Shupe, Alan Jacobson, Cristina M Furdui, Andrew C Bishop, Adam R Hall, Michael C Seeds, Kimberly D Reeves, Anthony Atala

There is a critical need to understand pathophysiological mechanisms involved in injury from acute chlorine gas (Cl2) exposure. Limited information is available regarding time course and mechanisms of injury after acute Cl2 exposure due to lack of human clinical data and limited fidelity of pre-clinical animal models. We designed and integrated a Cl2 exposure platform to generate and deliver precise concentrations of Cl2 to a microfluidic human airway-on-a-chip microphysiological system in vitro model. Chemical, biological, structural and functional airway-on-a-chip responses to Cl2 exposure were characterized across multiple concentrations, exposure times and post-exposure timepoints. Transcriptomics and metabolomics analyses delineated key molecular, cellular, and physiological pathways involved in acute response to Cl2 exposure. This work represents a significant advancement towards high-throughput, human-relevant characterization of pulmonary toxicants and medical countermeasure development, addressing critical gaps in toxicology modeling while reducing reliance on animal studies.

迫切需要了解急性氯气(Cl2)暴露损伤的病理生理机制。由于缺乏人体临床数据和临床前动物模型的保真度有限,关于急性Cl2暴露后损伤的时间过程和机制的信息有限。我们设计并集成了一个Cl2暴露平台,以产生和输送精确浓度的Cl2到体外模型的微流控人体气道芯片微生理系统。在不同浓度、暴露时间和暴露后时间点上,对Cl2暴露的化学、生物、结构和功能气道反应进行了表征。转录组学和代谢组学分析描述了参与Cl2急性反应的关键分子、细胞和生理途径。这项工作代表了在高通量、与人类相关的肺毒物表征和医学对策开发方面的重大进展,解决了毒理学建模的关键空白,同时减少了对动物研究的依赖。
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引用次数: 0
In Memoriam: James E. Gibson (1941-2025). 纪念詹姆斯·e·吉布森(1941-2025)。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-24 DOI: 10.1093/toxsci/kfaf180
Jay I Goodman, James S Bus
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引用次数: 0
A Computational Model of Inflammation Reveals Crosstalk among Energy Metabolism, Oxidative Stress, Insulin, and Cytokines in Hepatocytes during Early MASLD Progression. 炎症的计算模型揭示了早期MASLD进展过程中肝细胞能量代谢、氧化应激、胰岛素和细胞因子之间的串扰。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-17 DOI: 10.1093/toxsci/kfaf176
Yuki Miura, Yasuyuki Sakai, Masaki Nishikawa, Eric Leclerc

Metabolic dysfunction-associated steatotic liver disease (MASLD) is one of the most prevalent liver disorders, affecting approximately one-third of the global adult population. The disease begins with hepatic fat accumulation (steatosis) and can progress to inflammation, fibrosis, and hepatocellular carcinoma. To elucidate the complex mechanisms underlying MASLD, we have developed a novel mathematical model that integrates glucose and lipid metabolism, oxidative stress, insulin signaling and resistance, and cytokine function. We demonstrated that variations in extracellular fatty acid and lactate concentrations, as well as alterations in the activities of important glycolytic and triglyceride-synthesizing enzymes observed in actual patients, exert a substantial impact on oxidative stress and subsequent cellular damage. Moreover, this model enabled us to evaluate daily metabolic dynamics characteristic of steatotic liver-specific protein patterns. Importantly, it also allowed simulation of cytokine release from hepatocytes into the blood circulation (autocrine and endocrine effects) and the impact of locally elevated cytokine concentrations derived from immune cells (paracrine effects). Our model revealed the dynamics of the early stages of MASLD progression in response to alterations in blood metabolites levels, hepatic enzyme activities, insulin profiles, and cytokine patterns. Furthermore, we identified specific combinations of these factors that may alleviate the hepatic fat accumulation or oxidative stress, highlighting the importance of patient specificity. This study presents the first mechanistic framework constructed based on experimental data to describe the crosstalk among hepatic metabolism, insulin, and cytokines, serving as a powerful tool for elucidating disease mechanisms and developing therapeutic strategies.

代谢功能障碍相关脂肪变性肝病(MASLD)是最常见的肝脏疾病之一,影响全球约三分之一的成年人。该疾病始于肝脏脂肪堆积(脂肪变性),可发展为炎症、纤维化和肝细胞癌。为了阐明MASLD的复杂机制,我们建立了一个新的数学模型,将葡萄糖和脂质代谢、氧化应激、胰岛素信号和抵抗以及细胞因子功能整合在一起。我们证明了细胞外脂肪酸和乳酸浓度的变化,以及在实际患者中观察到的重要糖酵解酶和甘油三酯合成酶活性的改变,对氧化应激和随后的细胞损伤产生了重大影响。此外,该模型使我们能够评估脂肪变性肝脏特异性蛋白质模式的日常代谢动力学特征。重要的是,它还允许模拟细胞因子从肝细胞释放到血液循环(自分泌和内分泌效应)和免疫细胞局部升高的细胞因子浓度的影响(旁分泌效应)。我们的模型揭示了MASLD早期进展的动态,以响应血液代谢物水平、肝酶活性、胰岛素谱和细胞因子模式的改变。此外,我们确定了这些因素的特定组合,可能减轻肝脏脂肪堆积或氧化应激,强调了患者特异性的重要性。本研究提出了第一个基于实验数据构建的机制框架来描述肝脏代谢、胰岛素和细胞因子之间的串扰,为阐明疾病机制和制定治疗策略提供了有力的工具。
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引用次数: 0
Rethinking the Microenvironment's Role in Chemical-Induced Malignancy. 重新思考微环境在化学诱导恶性肿瘤中的作用。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-17 DOI: 10.1093/toxsci/kfaf174
William H Bisson, Richard A Currie, Emilia L Lim, Coraline Mlynarczyk, Erik J Tokar, Annamaria Colacci, Justin A Colacino

Why and how does cancer start? Building from a Symposium at the 2025 Society of Toxicology meeting, we convened a group of international experts to answer this seemingly simple question. As experimental evidence has evolved, perspectives on cancers' origins have shifted from the accumulation of DNA mutations in single cells to complex processes involving signals from an altered tissue microenvironment which promote tumorigenesis. Carcinogen exposures impact the biology of the microenvironment in complex and tissue-specific ways. These changes can include the infiltration of inflammatory cells that produce growth factors, neo-angiogenesis, morphological changes, and immune tolerance that avoids immune-mediated elimination. In this in-depth review, we discuss the evidence linking chemical-driven microenvironmental changes in the development of a range of solid and liquid tumors. We discuss specific phenotypic alterations, such as selection pressure driving clonal expansion and cellular plasticity and reacquisition of stem cell states, linked to carcinogen-induced changes in the microenvironment. We describe assays and biomarkers which can allow us to experimentally assess links between chemical exposures, the microenvironment, and cancer phenotypes. We end by discussing how understanding the role of the microenvironment and malignancy in toxicology is essential for accurate cancer hazard evaluation, development of next-generation risk assessment frameworks, identifying new strategies for cancer prevention, and improving patient care.

癌症是如何开始的?根据2025年毒理学学会会议的一次研讨会,我们召集了一组国际专家来回答这个看似简单的问题。随着实验证据的发展,关于癌症起源的观点已经从单细胞中DNA突变的积累转变为涉及来自改变的组织微环境的信号的复杂过程,这些信号促进了肿瘤的发生。致癌物暴露以复杂和组织特异性的方式影响微环境的生物学。这些变化包括产生生长因子的炎症细胞浸润、新血管生成、形态改变和避免免疫介导消除的免疫耐受。在这篇深入的综述中,我们讨论了化学驱动的微环境变化在一系列固体和液体肿瘤发展中的证据。我们讨论了特定的表型改变,如选择压力驱动克隆扩增和干细胞状态的细胞可塑性和重新获得,与微环境中致癌物质诱导的变化有关。我们描述的分析和生物标志物,可以让我们实验性地评估化学暴露,微环境和癌症表型之间的联系。最后,我们讨论了如何理解微环境和恶性肿瘤在毒理学中的作用,对于准确的癌症危害评估、下一代风险评估框架的发展、确定癌症预防的新策略以及改善患者护理至关重要。
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引用次数: 0
Cobalt Mediates Stage-Specific Toxicity of Metal Mixtures in Cardiovascular-Kidney-Metabolic Syndrome. 钴介导金属混合物对心血管-肾-代谢综合征的阶段特异性毒性。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-15 DOI: 10.1093/toxsci/kfaf172
Wei Zhang, GuangYu Jiang, Ziyan Liu, LianRui Duan, JiaYi Liang, Ziyan Wang, Huiwen Kang, Danyang Huang, Ai Gao

Cardiovascular-Kidney-Metabolic (CKM) syndrome imposes a rising global health burden, yet the link between environmental metal mixtures and CKM progression remains unclear. To assess the joint effects of metal mixtures on CKM syndrome staging and identify critical toxic drivers through advanced mixture analysis. NHANES data (2011-2016) from 1,816 participants were analyzed via Weighted Quantile Sum (WQS) regression, generalized linear models (GLMs), ridge regression, Shapley Additive exPlanations (SHAP) analysis, and polynomial regression. An Adverse Outcome Pathway (AOP) framework was utilized to characterize the mechanisms of metal-mediated CKM. The WQS model revealed an association between mixed metal exposure and CKM (β = 0.502, p = 0.013). Subsequently, GLMs and ridge regression further identified the associative characteristics of individual metals, with all three models pointing to cobalt as the key driver. The SHAP model validated cobalt's dominant contribution from the perspective of marginal feature importance. Additionally, a polynomial equation analysis showed that cobalt exhibited a linear dose-response relationship with CKM syndrome. Based on these findings, the AOP framework furtherly identified that early CKM stages are linked with cobalt-related metabolic and immune dysregulation. In contrast, late stages involve disruptions in calcium homeostasis, lipid metabolism, and cell apoptosis-survival balance. Our findings highlight the impact of metal exposure on the progression of CKM syndrome, the AOP framework has deciphered stage-specific mechanisms of cobalt, revealing distinct toxicological pathways in early versus late CKM.

心血管-肾-代谢综合征(CKM)给全球健康带来了越来越大的负担,但环境金属混合物与CKM进展之间的联系尚不清楚。评估金属混合物对CKM综合征分期的共同影响,并通过先进的混合物分析确定关键的毒性驱动因素。通过加权分位数和(WQS)回归、广义线性模型(GLMs)、岭回归、Shapley加性解释(SHAP)分析和多项式回归分析了1816名参与者的NHANES数据(2011-2016)。不良预后途径(AOP)框架被用来表征金属介导的CKM的机制。WQS模型显示混合金属暴露与CKM之间存在关联(β = 0.502, p = 0.013)。随后,GLMs和脊回归进一步确定了单个金属的关联特征,所有三个模型都指出钴是关键驱动因素。SHAP模型从边缘特征重要性的角度验证了钴的主导贡献。此外,多项式方程分析表明,钴与CKM综合征呈线性剂量-反应关系。基于这些发现,AOP框架进一步确定了早期CKM阶段与钴相关的代谢和免疫失调有关。相反,晚期则涉及钙稳态、脂质代谢和细胞凋亡-生存平衡的破坏。我们的研究结果强调了金属暴露对CKM综合征进展的影响,AOP框架已经破译了钴的阶段特异性机制,揭示了早期和晚期CKM的不同毒理学途径。
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引用次数: 0
Computational Integration of In Vivo Single Cell and In Vitro Bulk Transcriptomics Across 236 Human and Mouse Datasets Differentiates Physiological versus Non-Physiological Hepatic Cell Lines for Hepatotoxicity Screening. 在236个人和小鼠数据集中对体内单细胞和体外大量转录组学进行计算整合,以区分生理性和非生理性肝细胞系,用于肝毒性筛选。
IF 4.1 3区 医学 Q2 TOXICOLOGY Pub Date : 2025-12-14 DOI: 10.1093/toxsci/kfaf171
Thomas Kowal, Susanna Wang, Michael Cheng, Ruoshui Liu, Montgomery Blencowe, Xia Yang

New approach methods (NAMs), including in vitro paradigms, are needed to increase throughput, sustainability, and ethicality in toxicity research. However, selecting optimal cell culture models that mimic in vivo physiological conditions is challenging. To identify cell lines that best recapitulate physiological cells, we compared gene expression signatures of cell lines and in vivo tissues. We curated 214 transcriptomics datasets from 17 human and mouse hepatic cell lines representing hepatocytes, hepatic stellate cells, and cholangiocytes and determined basal gene expression profiles for each. We also collected 7 in vivo single cell RNA sequencing (scRNAseq) datasets from human and mouse livers, which provide physiologically relevant transcriptome profiles for hepatic cell types. We compared cell line transcriptome profiles to liver scRNAseq data to determine which cell lines best represent in vivo physiology for each cell type and compared genes, regulatory networks, and biological pathways between cell lines and hepatic cell types. We further analyzed 15 cell line, in vivo, and primary hepatocyte datasets from hepatotoxicity studies to relate baseline patterns to toxicological responses. We identified HepaRG as optimal to model hepatocytes both at baseline and in hepatotoxicity application studies of diverse toxicants, and further provided biological insights into the key differences of some of the widely used hepatic cell lines from in vivo biology. Overall, we present a new in silico approach that leverages existing big data to guide selection of cell lines with better functional relevance, which can be applied to in vitro modeling of other tissues and broad biomedical applications.

需要新的方法(NAMs),包括体外模型,以提高毒性研究的吞吐量、可持续性和伦理性。然而,选择模拟体内生理条件的最佳细胞培养模型是具有挑战性的。为了鉴定最能概括生理细胞的细胞系,我们比较了细胞系和体内组织的基因表达特征。我们整理了来自17个人类和小鼠肝细胞系的214个转录组学数据集,分别代表肝细胞、肝星状细胞和胆管细胞,并确定了每种细胞的基础基因表达谱。我们还收集了来自人和小鼠肝脏的7个体内单细胞RNA测序(scRNAseq)数据集,这些数据集提供了肝细胞类型的生理相关转录组谱。我们比较了细胞系转录组谱和肝脏scRNAseq数据,以确定哪些细胞系最能代表每种细胞类型的体内生理,并比较了细胞系和肝细胞类型之间的基因、调控网络和生物学途径。我们进一步分析了来自肝毒性研究的15个细胞系、体内和原代肝细胞数据集,以将基线模式与毒理学反应联系起来。我们确定HepaRG是在基线和不同毒物的肝毒性应用研究中模拟肝细胞的最佳选择,并进一步从体内生物学角度提供了一些广泛使用的肝细胞系的关键差异的生物学见解。总的来说,我们提出了一种新的计算机方法,利用现有的大数据来指导选择具有更好功能相关性的细胞系,这可以应用于其他组织的体外建模和广泛的生物医学应用。
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Toxicological Sciences
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