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Exposome-wide association study of environmental toxicants and periodontitis among United States adults. 美国成年人中环境毒物与牙周炎的接触范围关联研究。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-10 DOI: 10.1016/j.ecoenv.2025.119544
Xixi Dong, Xuejing Zhong, Jinmei Wu, Yichen Lin, Baochang He, Jing Wang, Fuhua Yan, Yanfen Li, Lingjun Yan, Fa Chen

Objectives: To systematically evaluate associations between environmental toxicants and periodontitis and to quantify the mediating role of systemic inflammatory biomarkers.

Methods: We extracted data from National Health and Nutrition Examination Survey (NHANES) 2013-2014. The study covers 73 environmental toxicants spanning 12 categories. Exposome-wide association study (ExWAS) was used to identify individual toxicant associations, and adaptive elastic net regularization was employed to develop an environmental risk score (ERS). Mediation analysis quantified the contribution of inflammatory biomarkers to observed associations RESULTS: Among 1210 participants, 49.4 % were male and 50.6 % were female. The ExWAS identified 29 toxicants across 9 categories significantly associated with periodontitis. Notably, detectable monohydroxybutenyl mercapturic acid (MHBMA2) levels were associated with a 2.798-fold higher periodontitis odds (95 % CI: 1.799-4.352) versus undetectable levels. Stratified analyses revealed that associations were stronger among males and younger adults (< 60 years). The ERS, derived from 17 prioritized toxicants via elastic net regression, demonstrated a significant positive dose-response relationship with periodontitis risk, where each IQR increase was associated with a 59.7 % higher disease risk (OR = 1.597). Mediation analysis indicated that white blood cell count (11.5 %), neutrophils (10.2 %), monocytes (5.1 %), systemic immune-inflammation index (6.3 %), neutrophil-to-lymphocyte ratio (5.7 %), and systemic inflammation response index (7.4 %) significantly mediated toxicant-periodontitis associations.

Conclusions: This nationally representative exposome-wide investigation identified significant associations between multiple environmental toxicants and periodontitis, with inflammatory pathways partially mediating these relationships. These findings establish potential environmental etiological factors for periodontitis and highlight specific toxicants as targets for exposure reduction strategies to improve periodontal health at the population level.

目的:系统地评估环境毒物与牙周炎之间的关系,并量化全身炎症生物标志物的介导作用。方法:提取2013-2014年国家健康与营养检查调查(NHANES)数据。该研究涵盖了12类73种环境毒物。采用全暴露关联研究(ExWAS)来确定个体毒物关联,并采用自适应弹性网正则化来建立环境风险评分(ERS)。中介分析量化了炎症生物标志物对观察到的关联的贡献结果:在1210名参与者中,49.4% %为男性,50.6% %为女性。ExWAS确定了9类29种与牙周炎显著相关的毒物。值得注意的是,检测到的单羟基丁烯基巯基酸(MHBMA2)水平与检测不到的水平相比,牙周炎的发病率高出2.798倍(95 % CI: 1.799-4.352)。分层分析显示,男性和年轻人(< 60岁)的相关性更强。通过弹性网回归从17种优先毒物中得出的ERS显示出与牙周炎风险显著的正剂量反应关系,其中IQR每增加一次,疾病风险增加59.7% % (OR = 1.597)。中介分析表明,白细胞计数(11.5 %)、中性粒细胞(10.2 %)、单核细胞(5.1 %)、全身免疫炎症指数(6.3 %)、中性粒细胞与淋巴细胞比率(5.7 %)和全身炎症反应指数(7.4 %)显著介导了毒性与牙周炎的关联。结论:这项具有全国代表性的调查确定了多种环境毒物与牙周炎之间的显著关联,炎症途径部分介导了这些关系。这些发现确定了牙周炎的潜在环境病因,并强调了特定毒物作为减少暴露策略的目标,以改善人群水平的牙周健康。
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引用次数: 0
Optimizing viable bacteria detection in ballast tank sediments: Addressing PCR inhibitors and relic DNA. 压载舱沉积物中活菌检测优化:定位PCR抑制剂和遗物DNA。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-10 DOI: 10.1016/j.ecoenv.2025.119534
Haoze He, Zhaozhao Xue, Zhenghua Xu, Wei Zhang

The significant ecological risks posed by microbial communities in ballast water and sediments highlight the necessity for accurate species monitoring. However, the complex physicochemical conditions within ballast tanks limit the effectiveness of conventional environmental DNA (eDNA) metabarcoding approaches. This study focuses on two key challenges in monitoring viable microorganisms in ballast tank sediments: interference from relic DNA and PCR inhibition. For eDNA samples from the ballast tanks of three vessels, we paired PMA (propidium monoazide)-treated and untreated samples; each extract was either further processed to remove PCR inhibitors or left untreated. The resulting four sample groups were subjected to qPCR for 16S rRNA gene quantification, 16S rRNA amplicon sequencing, and comparative microbial diversity analyses to assess the impacts of these methodologies. PMA treatment successfully differentiated between intact and relic DNA, reducing total DNA and 16S rRNA gene copies by 9.45 % and 6.93 %, respectively. Subsequent inhibitor removal unmasked the true community abundance, yielding a 16-fold increase in 16S rRNA gene copies and a significant restructuring of the microbial composition. Notably, combining PMA treatment with inhibitor removal decreased 16S rRNA gene copies while increasing ASV richness, suggesting that inhibitors may impair PMA's ability to exclude relic DNA. Our findings emphasize the need to combine PCR inhibitor removal with PMA treatment for quantifying viable microorganisms; however, the optimal protocols for their co-processing require further refinement.

压载水和沉积物中微生物群落构成的重大生态风险突出了对物种进行准确监测的必要性。然而,压载舱内复杂的物理化学条件限制了传统环境DNA元条形码方法的有效性。本研究的重点是监测压载舱沉积物中活菌的两个关键挑战:遗物DNA的干扰和PCR抑制。对于来自三艘船舶压载舱的eDNA样本,我们将PMA(单叠氮丙啶)处理和未处理的样本配对;每种提取物要么进一步处理以去除PCR抑制剂,要么不进行处理。对得到的4个样本组进行了16S rRNA基因定量、16S rRNA扩增子测序和比较微生物多样性分析,以评估这些方法的影响。PMA处理成功区分了完整DNA和残余DNA,总DNA和16S rRNA基因拷贝数分别减少了9.45 %和6.93 %。随后去除抑制剂揭示了真实的群落丰度,16S rRNA基因拷贝数增加了16倍,微生物组成发生了重大重组。值得注意的是,将PMA处理与抑制剂去除相结合可以减少16S rRNA基因拷贝数,同时增加ASV丰富度,这表明抑制剂可能会损害PMA排除残余DNA的能力。我们的研究结果强调需要将PCR抑制剂去除与PMA处理相结合来定量活菌;然而,它们协同处理的最佳协议需要进一步改进。
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引用次数: 0
Anionic surfactant (SDBS) enhanced metalaxyl accumulation and phytotoxicity in rice seedlings. 阴离子表面活性剂(SDBS)促进水稻幼苗甲轴酯积累和植物毒性。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-10 DOI: 10.1016/j.ecoenv.2025.119533
Xiaotong Yi, Wangjing Zhai, Zheng Cheng, Donghui Liu, Peng Wang, Zhiqiang Zhou, Jinsheng Duan, Xueke Liu

Surfactants and pesticides are frequently co-detected in field environments, but the effects of surfactants on the bioavailability of pesticides remain unclear. In this study, a rice soil culture experiment was conducted to investigate the effect of anionic surfactant sodium dodecyl benzenesulfonic acid (SDBS) on the absorption of metalaxyl in rice plants. It was found that SDBS enhanced the solubility of metalaxyl, leading to a dose-dependent increase in its concentration in soil pore water. The enrichment of metalaxyl in rice plants was proportional to the content of metalaxyl in soil pore water. Besides, the dissipation rates of metalaxyl were accelerated in the 0.5 mg/kg and 5 mg/kg SDBS groups while slowed down in 50 mg/kg SDBS group. The phenomenon may be caused by the biphasic effect on soil enzyme activity, where SDBS exposure produced low-concentration promotion and high-concentration inhibition of dehydrogenase, carboxylesterase and urease in soil. In addition, it was found that the 50 mg/kg SDBS treatment also inhibited root elongation and disrupted rice growth. Furthermore, metabolomics analysis revealed that key metabolic pathways in rice were affected, as SDBS treatment severely impacted amino acid biosynthesis and reduced the contents of secondary metabolites in rice roots. These findings improve the understanding of the environmental co-exposure effects of surfactants and pesticides and help evaluate their safety to crops.

表面活性剂和农药经常在野外环境中同时检测到,但表面活性剂对农药生物利用度的影响尚不清楚。本研究通过水稻土壤栽培试验,研究阴离子表面活性剂十二烷基苯磺酸钠(SDBS)对水稻对甲氨酯吸收的影响。结果表明,SDBS增强了甲螨酯的溶解度,导致其在土壤孔隙水中浓度呈剂量依赖性增加。水稻植株中甲轴酯的富集程度与土壤孔隙水中甲轴酯的含量成正比。此外,0.5 mg/kg和5 mg/kg SDBS组甲酰基酯耗散速率加快,50 mg/kg SDBS组甲酰基酯耗散速率减慢。这种现象可能是由于SDBS暴露对土壤酶活性的双相效应,即对土壤中脱氢酶、羧酸酯酶和脲酶产生低浓度促进和高浓度抑制作用。此外,50 mg/kg SDBS处理也抑制了水稻根系伸长,破坏了水稻生长。此外,代谢组学分析显示,SDBS处理严重影响了水稻的氨基酸生物合成,降低了水稻根系中次生代谢物的含量,从而影响了水稻的关键代谢途径。这些发现提高了对表面活性剂和农药的环境共暴露效应的认识,并有助于评估其对作物的安全性。
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引用次数: 0
Gut microbiota-derived indole-3-Acetic Acid attenuates skeletal fluorosis via AHR-mediated suppression of Wnt/β-Catenin signaling. 肠道微生物来源的吲哚-3-乙酸通过ahr介导的Wnt/β-Catenin信号抑制来减轻氟骨症。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-10 DOI: 10.1016/j.ecoenv.2025.119520
Jiantong Wei, Xingchao Chen, Guohua Chen, Qingqing Qin, Hao Chen, Wenqiang Liang, Wei Zhang, Shengshan Xue, Wenji Wang, Yongping Wang

Chronic fluoride exposure causes skeletal fluorosis (SF), a debilitating bone disease, but the lack of a comprehensive understanding of its pathogenesis has hindered the development of effective therapies. Although fluoride is known to stimulate osteoblasts, the role of gut-bone crosstalk in SF remains uninvestigated. In this study, using a rat SF model and in vitro osteoblast studies, we found that fluoride disrupted gut microbial tryptophan metabolism, resulting in decreased serum levels of indole-3-acetic acid (3-IAA) in both SF model rats and human SF patients. This deficiency in 3-IAA impaired the activation of aryl hydrocarbon receptor (AHR), leading to Wnt/β-Catenin pathway hyperactivation, excessive osteoblast differentiation/mineralization, and pathological bone formation. Restoring 3-IAA levels, either through direct supplementation or an intermittent high-tryptophan diet-reactivated AHR, suppressed Wnt/β-Catenin signaling, and alleviated bone damage in vivo. Crucially, knockdown or inhibition of AHR abolished the protective effect of 3-IAA, confirming that the 3-IAA-AHR axis is essential for mitigating SF. In conclusion, we identify a gut microbiota-3-IAA-AHR-Wnt/β-Catenin axis that drives the pathogenesis of SF, and our findings suggest that intermittent tryptophan supplementation could serve as a novel therapeutic strategy to reduce fluoride-induced bone damage by restoring microbial metabolite signaling.

慢性氟化物暴露导致氟骨症(SF),一种使人衰弱的骨骼疾病,但缺乏对其发病机制的全面了解阻碍了有效治疗的发展。虽然已知氟化物能刺激成骨细胞,但肠-骨串音在SF中的作用仍未得到研究。在本研究中,通过大鼠SF模型和体外成骨细胞研究,我们发现氟破坏了SF模型大鼠和SF患者肠道微生物色氨酸代谢,导致血清中吲哚-3-乙酸(3-IAA)水平降低。3-IAA的缺乏破坏了芳烃受体(AHR)的激活,导致Wnt/β-Catenin通路过度激活,成骨细胞过度分化/矿化,以及病理性骨形成。通过直接补充或间歇性高色氨酸饮食激活AHR来恢复3-IAA水平,可抑制Wnt/β-Catenin信号传导,并减轻体内骨损伤。关键是,AHR的敲低或抑制消除了3-IAA的保护作用,证实了3-IAA-AHR轴对减轻SF至关重要。总之,我们确定了一个驱动SF发病机制的肠道微生物群-3- iaa - ahr - wnt /β-Catenin轴,我们的研究结果表明,间歇性补充色氨酸可以作为一种新的治疗策略,通过恢复微生物代谢物信号来减少氟化物诱导的骨损伤。
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引用次数: 0
Unveiling the ESR1 dysfunction orchestrates the link per- and polyfluoroalkyl substances exposure to osteoarthritis: Insights from multi-scale evidence. 揭示ESR1功能障碍协调了单氟烷基和多氟烷基物质暴露与骨关节炎的联系:来自多尺度证据的见解。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-09 DOI: 10.1016/j.ecoenv.2025.119538
Jingyi Dang, Xiaolong Shao, Debin Cheng, Lin Liu, Zhi Yang, Zhao Zhang

Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants commonly involved in multiple health risks. Epidemiological studies have confirmed a direct connection between PFAS exposure(including PFOA and PFOS) with the prevalence of osteoarthritis(OA), but the underlying mechanisms and key targets remain unclear. This study integrates network toxicology, transcriptomic analysis, machine learning, and experimental validation to systematically investigate the role of PFOA/PFOS in OA pathogenesis. We identified 38 common targets shared between PFOA/PFOS exposure and OA, enriched in oxidative stress, endocrine metabolism, and senescence pathways. We further screened seven diagnostic biomarkers using machine learning to construct a nomogram for predicting the early onset of OA. Among these, ESR1 emerged as the core target associated with PFOA/PFOS exposure-related OA through multi-algorithm integration. Moreover, molecular docking and molecular dynamics simulations established that PFOA and PFOS could directly bind to ESR1 in a stable manner. In vitro experiments and single-cell transcriptomic analysis indicated that PFOA and PFOS exacerbate oxidative stress and senescence by downregulating ESR1 expression on chondrocytes, resulting in cartilage matrix degradation. Importantly, the ESR1 agonist raloxifene effectively reversed these detrimental effects to maintain cartilage homeostasis. Overall, these findings revealed ESR1 dysfunction as a critical molecular event in PFAS exposure-related OA, providing novel insights into environmental etiologies of OA and potential therapeutic strategies.

全氟和多氟烷基物质(PFAS)是持久性环境污染物,通常涉及多种健康风险。流行病学研究已经证实,全氟磺酸暴露(包括全氟辛酸和全氟辛烷磺酸)与骨关节炎(OA)患病率之间存在直接联系,但其潜在机制和关键靶点仍不清楚。本研究将网络毒理学、转录组学分析、机器学习和实验验证相结合,系统探讨PFOA/PFOS在OA发病机制中的作用。我们确定了PFOA/PFOS暴露与OA之间共有的38个共同靶点,这些靶点都富含氧化应激、内分泌代谢和衰老途径。我们进一步筛选了7种诊断性生物标志物,使用机器学习构建了预测OA早期发病的nomogram。其中,ESR1通过多算法整合成为PFOA/PFOS暴露相关OA的核心靶点。此外,分子对接和分子动力学模拟证实PFOA和PFOS可以稳定地直接与ESR1结合。体外实验和单细胞转录组学分析表明,PFOA和PFOS通过下调软骨细胞ESR1表达,导致软骨基质降解,从而加剧氧化应激和衰老。重要的是,ESR1激动剂雷洛昔芬有效地逆转了这些有害影响,以维持软骨稳态。总的来说,这些发现揭示了ESR1功能障碍是PFAS暴露相关OA的关键分子事件,为OA的环境病因和潜在的治疗策略提供了新的见解。
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引用次数: 0
Effects of ferric nitrate and ferric sulfate on arsenic immobilization in paddy soils: A comparative study. 硝酸铁和硫酸铁对水稻土中砷固定作用的比较研究。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-09 DOI: 10.1016/j.ecoenv.2025.119535
Wei-Qing Chen, Zhou-Yu Liu, Wan-Ying Tu, Zi-Hua Chen, Wen-Hao Wang, Yong-Qiang Jiao, Dai-Xia Yin

Arsenic (As) behavior in paddy soils is tightly linked to the redox cycling of electron acceptors such as iron (Fe), nitrate (NO₃-), and sulfate (SO₄2-), but the role of counterions (NO₃- vs. SO₄2-) in ferric salt-mediated As immobilization remains poorly understood. This study compared ferric nitrate (Fe(NO₃)₃) and ferric sulfate (Fe₂(SO₄)₃) through complementary incubation experiments: paddy flooding simulations and controlled redox gradient tests. Supported by sequential extraction, XRD, and XPS analyses, both ferric salts enhanced soil oxidizing conditions and reduced extractable As concentrations. The reductions ranged from 33.6 to 62.1 % for Fe(NO₃)₃ and 2.1 to 90.3 % for Fe₂(SO₄)₃ with As sequestered into less bioavailable, highly crystalline fractions. Critical differences emerged under controlled redox gradient: Fe(NO₃)₃ stably maintained low porewater As across all redox regimes, whereas Fe₂(SO₄)₃ posed an early As release risk, with concentrations exceeding the control treatment. At equal application rates, Fe(NO₃)₃ outperformed Fe₂(SO₄)₃ by lowering soluble As by 81.9-92.5 % and extractable As by 13.2-69.9 %. Novel mechanistic insights reveal that NO₃- and SO₄2- differentially regulate redox status, dissolved Fe dynamics, and mineral-As interactions, which are key drivers of As immobilization efficacy. This work clarifies the overlooked counterion effect, providing a scientific basis for selecting optimal iron-based amendments to mitigate As contamination in paddy ecosystems.

砷(As)在水稻土中的行为与电子受体如铁(Fe)、硝酸盐(NO₃-)和硫酸盐(SO₄2-)的氧化还原循环密切相关,但是反离子(NO₃- vs. SO₄2-)在铁盐介导的As固定化中的作用仍然知之甚少。本研究通过互补培养实验:稻田驱水模拟和可控氧化还原梯度试验,比较了硝酸铁(Fe(NO₃)₃)和硫酸铁(Fe₂(SO₄)₃)。在连续萃取、XRD和XPS分析的支持下,铁盐增强了土壤的氧化条件,降低了可提取的砷浓度。Fe(NO₃)₃的还原率从33.6到62.1 %不等,Fe₂(SO₄)₃的还原率从2.1到90.3 %不等,因为As被隔离成生物利用率较低、高度结晶的馏分。在受控的氧化还原梯度下,出现了关键的差异:Fe(NO₃)₃在所有氧化还原方案中都稳定地保持了低孔隙水砷,而Fe₂(SO₄)₃有早期砷释放的风险,浓度超过了对照处理。在相同的应用频率下,Fe(NO₃)₃比Fe₂(SO₄)₃的性能好,因为它将可溶As降低了81.9-92.5 %,将可萃取As降低了13.2- 69.9% %。新的机制见解揭示了NO₃-和SO₄2-不同地调节氧化还原状态、溶解铁动力学和矿物质-As相互作用,这是As固定效果的关键驱动因素。这项工作澄清了被忽视的反效应,为选择最佳铁基改良剂来减轻水稻生态系统中的砷污染提供了科学依据。
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引用次数: 0
Geochemical behaviour and health risks of trace elements in karst water systems: Role of allogenic water in mitigating contamination. 喀斯特水系统中微量元素的地球化学行为和健康风险:异体水在减轻污染中的作用。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-09 DOI: 10.1016/j.ecoenv.2025.119526
Xia Zou, Na Li, Xiujuan Wang, Min Wang, Zhengjian Huang, Penghui Li, Chunlai Zhang

Karst water systems, vital to global freshwater security, are susceptible to trace elements (<1 mg/L) and major anion contamination, particularly in regions with high geological metal backgrounds and dynamic water recharge. Yet the influence of externally sourced (allogenic) water on mitigating such contamination in karst water systems is poorly understood. This study investigates the geochemical behaviour and health risks of trace elements in allogenic water (Aw), surface water recharged by Aw (ASw), groundwater recharged by Aw (AGw), and karst groundwater (Kw) in Guangxi, China. While most trace metal levels met Chinese drinking water standards (GB 5749-2022), Fe exceeded 0.3 mg/L in 34.5 % of samples, and Al and Mn surpassed permissible limits in 13.8 %. Monte Carlo simulations revealed Mn as the dominant non-carcinogenic risk via dermal exposure, with As and Cd posing ingestion risks, especially for children. Multivariate analysis revealed that redox and oxide/clay weathering primarily drive Al, Fe, Mn, Pb, Cd, and As mobility, while carbonate weathering influences Ca, Cr, Ni, and Cd. Agricultural runoff and dilution further shape water chemistry. Allogenic recharge mitigates contamination in AGw through dilution, redox shifts, and adsorption. These findings underscore the need to manage redox-sensitive processes and prioritize Mn, As, and Cd for long-term health protection in karst areas.

对全球淡水安全至关重要的喀斯特水系易受微量元素(
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引用次数: 0
Corrigendum to "Inactivation of Mst/Nrf2/Keap1 signaling flexibly mitigates MAPK/NQO-HO1 activation in the reproductive axis of experimental fluorosis" [Ecotoxicol. Environ. Saf. 271 (2024) 115947]. “Mst/Nrf2/Keap1信号失活可灵活减轻实验性氟中毒生殖轴中MAPK/NQO-HO1的激活”[Ecotoxicol]的更正。环绕。科学通报,2009(5):387 - 398。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-09 DOI: 10.1016/j.ecoenv.2025.119532
Mohammad Mehdi Ommati, Samira Sabouri, Zilong Sun, Mohammad Javad Zamiri, Socorro Retana-Marquez, Hassan Nategh Ahmadi, Qiyong Zuo, Aziz Eftekhari, Lizbet Juárez-Rojas, Yaser Asefi, Lina Lei, Shu-Gang Cui, Mohammad Hasan Jadidi, Hong-Wei Wang, Reza Heidari
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引用次数: 0
Integrated multi-Omics and network toxicology elucidate the multi-target mechanisms of environmental hormones in driving hepatocellular carcinoma. 综合多组学和网络毒理学研究阐明了环境激素驱动肝癌的多靶点机制。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-09 DOI: 10.1016/j.ecoenv.2025.119519
Rong Huang, Jinyue Ma, Jiaxin Yao, Jiyu Pang, Min Zhang, Lu Wen, Liang Wang, Yanan Deng, Xiu He, Chunyan Zhao, Bo Mu
<p><strong>Background: </strong>Hepatocellular carcinoma (HCC) is a major malignancy with rising global incidence and mortality. Clinical treatment is limited by molecular heterogeneity and drug resistance. In recent years, endocrine-disrupting chemicals (EDCs) have attracted attention as emerging risk factors, but systematic pathogenic evidence for their roles in HCC initiation and progression remains insufficient.</p><p><strong>Methods: </strong>First, we predicted potential targets of EDCs using SwissTargetPrediction, STITCH, and ChEMBL, and intersected them with differentially expressed genes and key module genes from WGCNA in the GEO database to screen candidate key genes. Second, based on these candidates, we constructed diagnostic models using 14 machine-learning algorithms and evaluated feature importance via the SHAP framework to identify key biomarkers and their functional contributions. Molecular docking and molecular dynamics simulations were used to validate interaction mechanisms between EDCs and key target proteins. We then built a multivariable Cox proportional hazards model in the TCGA-LIHC cohort and performed stratified survival analysis, somatic mutation profiling, and immune evasion characterization. Subsequently, we evaluated the tumor immune microenvironment using CIBERSORT and ssGSEA, and integrated single-cell transcriptomic data to resolve cell-subtype heterogeneity, target expression distributions, and cell-cell communication. Meanwhile, we integrated the GDSC drug-sensitivity database to evaluate associations between risk scores and drug response, and conducted pan-cancer analyses to examine cross-cancer applicability.</p><p><strong>Results: </strong>We identified 18 genes jointly associated with EDCs and HCC, significantly enriched in AMPK, p53, and FoxO signaling pathways and cell cycle-related pathways. Among models built with 14 machine-learning algorithms, CatBoost showed the best discriminative performance and identified CCNB2 and AKR1C3 as core driver genes. Docking and dynamics simulations indicated strong binding affinities and stable binding conformations between EDCs and target proteins including CCNB1 (-8.9 kcal/mol), AKR1C3 (-8.4 kcal/mol), and FADS1 (-8.5 kcal/mol). A multivariable Cox risk model based on nine key genes served as an independent prognostic predictor for HCC (HR = 1.746, 95% CI: 1.477-2.064, P < 0.001). The nomogram achieved AUCs of 0.836, 0.810, and 0.788 at 1, 3, and 5 years, respectively, indicating good predictive performance. The high-risk group was significantly associated with high tumor mutational burden (TMB), TP53 mutations, and low immune evasion scores. Regarding the tumor immune microenvironment, CIBERSORT and ssGSEA analyses showed marked enrichment of Tregs and M0 macrophages, while most effector immune cells and functions were suppressed. Single-cell transcriptomics further showed enrichment of endothelial cells, fibroblasts, hepatocytes, and macrophages in HCC tissues, with
背景:肝细胞癌(HCC)是全球发病率和死亡率不断上升的主要恶性肿瘤。临床治疗受到分子异质性和耐药性的限制。近年来,内分泌干扰物质(EDCs)作为新兴的危险因素引起了人们的关注,但其在HCC发生和发展中的作用的系统致病证据仍然不足。方法:首先,利用SwissTargetPrediction、STITCH和ChEMBL预测EDCs的潜在靶点,并与GEO数据库中WGCNA的差异表达基因和关键模块基因交叉筛选候选关键基因。其次,基于这些候选基因,我们使用14种机器学习算法构建诊断模型,并通过SHAP框架评估特征重要性,以确定关键生物标志物及其功能贡献。分子对接和分子动力学模拟验证了EDCs与关键靶蛋白之间的相互作用机制。然后,我们在TCGA-LIHC队列中建立了多变量Cox比例风险模型,并进行了分层生存分析、体细胞突变分析和免疫逃避表征。随后,我们使用CIBERSORT和ssGSEA评估肿瘤免疫微环境,并整合单细胞转录组数据来解决细胞亚型异质性、靶表达分布和细胞间通讯。同时,我们整合GDSC药物敏感性数据库,评估风险评分与药物反应之间的相关性,并进行泛癌症分析,以检验跨癌症的适用性。结果:我们鉴定出18个与EDCs和HCC共同相关的基因,在AMPK、p53、FoxO信号通路和细胞周期相关通路中显著富集。在14种机器学习算法构建的模型中,CatBoost识别出CCNB2和AKR1C3为核心驱动基因。对接和动力学模拟表明,EDCs与CCNB1 (-8.9 kcal/mol)、AKR1C3 (-8.4 kcal/mol)和FADS1 (-8.5 kcal/mol)等靶蛋白具有较强的结合亲和力和稳定的结合构象。基于9个关键基因的多变量Cox风险模型是HCC的独立预后预测因子(HR = 1.746, 95% CI: 1.477-2.064, P < 0.001)。nomogram在1年、3年和5年的auc分别为0.836、0.810和0.788,具有较好的预测效果。高危组与高肿瘤突变负担(TMB)、TP53突变和低免疫逃避评分显著相关。在肿瘤免疫微环境方面,CIBERSORT和ssGSEA分析显示Tregs和M0巨噬细胞显著富集,而大多数效应免疫细胞和功能被抑制。单细胞转录组学进一步显示,HCC组织中内皮细胞、成纤维细胞、肝细胞和巨噬细胞富集,T细胞、B细胞、NK细胞和中性粒细胞显著减少,表明存在免疫抑制微环境,并伴有基质重塑。细胞间通讯分析表明,MIF-CD74受体轴在免疫细胞相互作用中起中心作用。药物敏感性分析提示高危组对GDC0810、BPD-00008900和Fulvestrant更为敏感,提示潜在的受益人群。泛癌分析显示,该风险模型在LUAD、KIRP、KIRC和KICH中也具有诊断和预后价值,提示跨癌的可推广性。结论:本研究系统揭示了EDCs通过多靶点、多通路的机制,通过扰乱细胞周期、代谢和免疫稳态促进HCC的发生和发展。九基因风险模型在HCC诊断和预后方面表现优异,在药物敏感性预测和泛癌分析方面具有潜在的临床转化价值。这项工作为环境毒理学和精确肿瘤学的交叉提供了一个新的视角,并为个性化的治疗策略提供了信息。
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引用次数: 0
Single-cell transcriptomics unveils atrazine's impact on neurons and microglia in C57BL/6 mice. 单细胞转录组学揭示了阿特拉津对C57BL/6小鼠神经元和小胶质细胞的影响。
IF 6.1 2区 环境科学与生态学 Q1 ENVIRONMENTAL SCIENCES Pub Date : 2025-12-09 DOI: 10.1016/j.ecoenv.2025.119545
Yingjie Zhou, Minglian Pan, Zhanyue Zheng, Jingxia Wei, Tianao Sun, Yongjie Ma, Yan Sun

Background: Atrazine (ATZ), a widely used herbicide, is implicated in neurodegenerative risks, yet its neurotoxic mechanisms remain unclear. This study investigates how environmentally relevant ATZ exposure disrupts neuron-microglia interactions to drive Parkinson's disease (PD)-like pathology.

Methods: C57BL/6 mice received 28-day oral ATZ (10 mg/kg/day). Behavioral phenotyping (open field, pole climb, wire hanging tests) assessed motor deficits. Midbrain tissues underwent histopathology and single-cell RNA sequencing (scRNA-seq). Intercellular communication networks were reconstructed using the CellChat algorithm, with a focus on neuron-microglia signaling pathways. Quantitative real-time PCR (qPCR) was employed to validate the transcriptomic accuracy of scRNA-seq (n = 6/group).

Result: ATZ induced PD-like motor dysfunction (e.g., mean speed in OFT, P < 0.0001) and neuronal damage. scRNA-seq identified dysregulated calcium homeostasis genes (Atp2b1, Camk2a, Gabbr2) and neurotoxic markers (Mapt, St18) in neurons, alongside M1 microglia polarization via TLR/TNF/IL-17 signaling. Microglial-derived CX3CL1 was found to competitively disrupt neuronal CX3CL1-CX3CR1 signaling, exacerbating neuroinflammation. qPCR indicated high accuracy of the scRNA-seq data.

Conclusion: Environmental ATZ exposure triggers PD-like neurodegeneration through dual mechanisms: (1) neuronal calcium dysregulation inducing oxidative stress and (2) microglia-driven neuroimmune dysfunction via CX3CL1 signaling. This study provides the novel mechanistic evidence linking ATZ to PD-like pathology via neuron-microglia crosstalk, highlighting the need for re-evaluating global ATZ exposure guidelines.

背景:阿特拉津(ATZ)是一种广泛使用的除草剂,与神经退行性风险有关,但其神经毒性机制尚不清楚。本研究探讨了环境相关的ATZ暴露如何破坏神经元-小胶质细胞相互作用,从而驱动帕金森病(PD)样病理。方法:C57BL/6小鼠口服ATZ(10 mg/kg/d) 28 d。行为表型(空地、爬极、吊丝测试)评估运动缺陷。对中脑组织进行组织病理学检查和单细胞RNA测序(scRNA-seq)。使用CellChat算法重建细胞间通信网络,重点关注神经元-小胶质细胞信号通路。采用实时荧光定量PCR (qPCR)验证scRNA-seq转录组准确性(n = 6/组)。结果:ATZ诱导pd样运动功能障碍(例如,OFT平均速度,P )结论:环境ATZ暴露通过双重机制触发pd样神经变性:(1)神经元钙调节失调诱导氧化应激;(2)通过CX3CL1信号介导小胶质细胞驱动的神经免疫功能障碍。这项研究提供了新的机制证据,通过神经元-小胶质细胞串扰将ATZ与pd样病理联系起来,强调了重新评估全球ATZ暴露指南的必要性。
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Ecotoxicology and Environmental Safety
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