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Near-Infrared Fluorescent Turn-On Probe for Selective Detection of Hypochlorite in Aqueous Medium and Live Cell Imaging 用于选择性检测水介质中次氯酸盐和活细胞成像的近红外荧光开启探针
IF 4.1 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-17 DOI: 10.1021/acs.chemrestox.4c00222
Anwesha Maiti, Saikat Kumar Manna, Satyajit Halder, Rajdeep Ganguly, Anirban Karak, Pintu Ghosh, Kuladip Jana, Ajit Kumar Mahapatra
Hypochlorite, as an important reactive oxygen species (ROS), plays a vital role in many physiological and pathological processes, but an excess concentration of hypochlorite (ClO) may become toxic to humans and cause disease. Hence, the selective and rapid detection of hypochlorite (ClO) is necessary for human safety. Here, we report a novel near-infrared (NIR) fluorescence “turn-on” and highly selective benzophenoxazinium chloride-based fluorescent probe, BPH (benzophenoxazinium dihydroxy benzaldehyde), for hypochlorite detection. Due to hypochlorite-induced vicinal diol oxidation to the corresponding ortho benzoquinone derivative, the photoinduced electron transfer (PET) process, which was operating from vicinal diol to the benzophenoxazinium chloride receptor moiety, was suddenly inhibited, as a result of which strong NIR fluorescence “turn-on” emission was observed. The detection limit of BPH was found to be 2.39 × 10–10 M, or 0.23 nM. BPH was successfully applied for exogenous and endogenous hypochlorite detection in live MDA-MB 231 cells.
次氯酸盐作为一种重要的活性氧(ROS),在许多生理和病理过程中发挥着重要作用,但过高浓度的次氯酸盐(ClO-)可能会对人体产生毒性并导致疾病。因此,为了人类的安全,有必要对次氯酸盐(ClO-)进行选择性的快速检测。在此,我们报告了一种新型的近红外(NIR)荧光 "开启 "和高选择性苯并吩噁嗪基氯化荧光探针 BPH(苯并吩噁嗪二羟基苯甲醛),用于次氯酸盐检测。由于次氯酸盐诱导邻位二元醇氧化成相应的邻位苯醌衍生物,从邻位二元醇到氯化苯并吩噁嗪受体分子的光诱导电子传递(PET)过程突然受到抑制,结果观察到强烈的近红外荧光 "开启 "发射。结果发现,BPH 的检测限为 2.39 × 10-10 M 或 0.23 nM。BPH 成功地应用于活体 MDA-MB 231 细胞中外源性和内源性次氯酸盐的检测。
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引用次数: 0
Sensitive Detection of Histones and γ-H2AX by Immunoblotting: Problems and Solutions. 通过免疫印迹灵敏检测组蛋白和 γ-H2AX:问题与解决方案》。
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-09-05 DOI: 10.1021/acs.chemrestox.4c00307
Casey Krawic, Michal W Luczak, Anatoly Zhitkovich

Histones and their posttranslational modifications (PTMs) are critical regulators of gene expression. Differentiation, environmental stressors, xenobiotics, and major human diseases cause significant changes in histone variants and PTMs. Western blotting is the mainstay methodology for detection of histones and their PTMs in the majority of studies. Surprisingly, despite their high abundance in cells, immunoblotting of histones typically involves loading of large protein amounts that are normally used for detection of sparse cellular proteins. We systematically examined technical factors in the Western-blotting-based detection of human histones with >30 antibodies. We found that under multiple protein transfer conditions, many histone epitopes on polyvinylidene fluoride (PVDF) membranes had a very low antibody accessibility, which was dramatically increased by the addition of a simple denaturation step. Denaturation of membrane-bound proteins also enhanced the specificity of some histone antibodies. In comparison to standard PVDF membranes, the sensitivity of histone detection on standard nitrocellulose membranes was typically much higher, which was further increased by the inclusion of the same denaturation step. Optimized protocols increased by >100-times detection sensitivity for the genotoxic marker γ-H2AX with two monoclonal antibodies. The impact of denaturation and nitrocellulose use varied for different histones, but for each histone, it was generally similar for antibodies targeting N-terminal and C-terminal regions. In summary, denaturation of membrane-bound histones strongly improves their detection by Westerns, resulting in more accurate measurements and permitting analyses with small biological samples.

组蛋白及其翻译后修饰(PTM)是基因表达的关键调节因子。基因分化、环境压力、异种生物以及重大人类疾病都会导致组蛋白变体和 PTMs 发生显著变化。在大多数研究中,Western 印迹是检测组蛋白及其 PTM 的主要方法。令人惊讶的是,尽管组蛋白在细胞中含量很高,但免疫印迹法通常需要加载大量蛋白质,而这些蛋白质通常用于检测稀少的细胞蛋白质。我们用超过 30 种抗体系统地研究了基于 Western 印迹法检测人类组蛋白的技术因素。我们发现,在多种蛋白质转移条件下,聚偏二氟乙烯(PVDF)膜上的许多组蛋白表位的抗体亲和性很低,而通过添加一个简单的变性步骤,抗体亲和性就会显著提高。膜结合蛋白的变性也增强了某些组蛋白抗体的特异性。与标准的 PVDF 膜相比,标准硝酸纤维素膜上组蛋白检测的灵敏度通常要高得多,加入相同的变性步骤后,灵敏度进一步提高。使用两种单克隆抗体检测基因毒性标记物γ-H2AX,优化后的方案可将检测灵敏度提高 100 倍以上。变性和硝酸纤维素的使用对不同组蛋白的影响各不相同,但对每种组蛋白来说,针对N端和C端区域的抗体的影响基本相似。总之,膜结合组蛋白的变性可大大提高 Westerns 检测组蛋白的能力,从而获得更准确的测量结果,并可对少量生物样本进行分析。
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引用次数: 0
Photosensitized Oxidation of Free and Peptide Tryptophan to N-Formylkynurenine. 将游离色氨酸和多肽色氨酸光敏氧化为 N-甲酰基犬尿氨酸。
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-06 DOI: 10.1021/acs.chemrestox.4c00229
Jesuán J Farías, M Laura Dántola, Andrés H Thomas

The oxidation of proteins and, in particular, of tryptophan (Trp) residues leads to chemical modifications that can affect the structure and function. The oxidative damage to proteins in photochemical processes is relevant in the skin and eyes and is related to a series of pathologies triggered by exposure to electromagnetic radiation. In this work, we studied the photosensitized formation of N-formylkynurenine (NFKyn) from Trp in different reaction systems. We used two substrates: free Trp and a peptide of nine amino acid residues, with Trp being the only oxidizable residue. Two different photosensitizers were employed: Rose Bengal (RB) and pterin (Ptr). The former is a typical type II photosensitizer [acts by producing singlet oxygen (1O2)]. Ptr is the parent compound of oxidized or aromatic pterins, natural photosensitizers that accumulate in human skin under certain pathological conditions and act mainly through type I mechanisms (generation of radicals). Experimental data were collected in steady photolysis, and the irradiated solutions were analyzed by chromatography (HPLC). Results indicate that the reaction of Trp with 1O2 initiates the process leading to NFKyn, but different competitive pathways take place depending on the photosensitizer and the substrate. In Ptr-photosensitization, a type I mechanism is involved in secondary reactions accelerating the formation of NFKyn when free Trp is the substrate.

蛋白质,特别是色氨酸(Trp)残基的氧化会导致化学修饰,从而影响其结构和功能。光化学过程中蛋白质的氧化损伤与皮肤和眼睛有关,并与暴露于电磁辐射引发的一系列病症有关。在这项工作中,我们研究了在不同反应体系中由 Trp 光敏形成 N-甲酰基犬尿氨酸(NFKyn)的过程。我们使用了两种底物:游离 Trp 和由九个氨基酸残基组成的肽,其中 Trp 是唯一可氧化的残基。我们使用了两种不同的光敏剂:玫瑰红(RB)和蝶呤(Ptr)。前者是典型的第二类光敏剂[通过产生单线态氧(1O2)发挥作用]。Ptr 是氧化蝶呤或芳香蝶呤的母体化合物,这些天然光敏剂在某些病理条件下会在人体皮肤中积累,主要通过 I 型机制(产生自由基)发挥作用。实验数据是在稳定的光解过程中收集的,并通过色谱法(HPLC)对辐照溶液进行了分析。结果表明,Trp 与 1O2 的反应启动了 NFKyn 的生成过程,但根据光敏剂和底物的不同,会出现不同的竞争途径。在 Ptr 光敏化过程中,当游离 Trp 为底物时,I 型机制参与了次级反应,加速了 NFKyn 的形成。
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引用次数: 0
Effect of Butyrate on Food-Grade Titanium Dioxide Toxicity in Different Intestinal In Vitro Models. 丁酸盐对不同肠道体外模型中食品级二氧化钛毒性的影响
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-30 DOI: 10.1021/acs.chemrestox.4c00086
Janine M Becht, Hendrik Kohlleppel, Roel P F Schins, Angela A M Kämpfer

Short-chain fatty acids (SCFA) are an important energy source for colonocytes and crucial messenger molecules both locally in the intestine and systemically. Butyrate, one of the most prominent and best-studied SCFA, was demonstrated to exert anti-inflammatory effects, improve barrier integrity, enhance mucus synthesis in the intestine, and promote cell differentiation of intestinal epithelial cells in vitro. While the physiological relevance is undisputed, it remains unclear if and to what extent butyrate can influence the effects of xenobiotics, such as food-grade titanium dioxide (E171, fgTiO2), in the intestine. TiO2 has been controversially discussed for its DNA-damaging potential and banned as a food additive within the European Union (EU) since 2022. First, we used enterocyte Caco-2 monocultures to test if butyrate affects the cytotoxicity and inflammatory potential of fgTiO2 in a pristine state or following pretreatment under simulated gastric and intestinal pH conditions. We then investigated pretreated fgTiO2 in intestinal triple cultures of Caco-2, HT29-MTX-E12, and THP-1 cells in homeostatic and inflamed-like state for cytotoxicity, barrier integrity, cytokine release as well as gene expression of mucins, oxidative stress markers, and DNA repair. In Caco-2 monocultures, butyrate had an ambivalent role: pretreated but not pristine fgTiO2 induced cytotoxicity in Caco-2 cells, which was not observed in the presence of butyrate. Conversely, fgTiO2 induced the release of interleukin 8 in the presence but not in the absence of butyrate. In the advanced in vitro models, butyrate did not affect the characteristics of the healthy or inflamed states and caused negligible effects in the investigated end points following fgTiO2 exposure. Taken together, the effects of fgTiO2 strongly depend on the applied testing approach. Our findings underline the importance of the experimental setup, including the choice of in vitro model and the physiological relevance of the exposure scenario, for the hazard testing of food-grade pigments like TiO2.

短链脂肪酸(SCFA)是结肠细胞的重要能量来源,也是肠道局部和全身的重要信使分子。丁酸是最突出、研究最深入的 SCFA 之一,已被证实具有抗炎作用、改善屏障完整性、增强肠道粘液合成以及促进肠上皮细胞体外分化。虽然丁酸盐的生理相关性毋庸置疑,但它能否以及在多大程度上影响食品级二氧化钛(E171,fgTiO2)等异种生物在肠道中的作用仍不清楚。二氧化钛因其DNA损伤潜力而备受争议,欧盟自2022年起禁止将其作为食品添加剂。首先,我们使用肠细胞 Caco-2 单培养物来测试丁酸盐是否会影响原始状态或在模拟胃肠 pH 条件下预处理后的 fgTiO2 的细胞毒性和炎症潜力。然后,我们在Caco-2、HT29-MTX-E12和THP-1细胞的肠道三重培养物中对预处理后的氧化镁进行了细胞毒性、屏障完整性、细胞因子释放以及粘蛋白、氧化应激标记物和DNA修复基因表达方面的研究。在 Caco-2 单培养基中,丁酸盐的作用是矛盾的:预处理过的 fgTiO2 会诱导 Caco-2 细胞产生细胞毒性,而未处理过的 fgTiO2 则不会。相反,在有丁酸盐存在而没有丁酸盐存在的情况下,fgTiO2 能诱导白细胞介素 8 的释放。在先进的体外模型中,丁酸盐不会影响健康或炎症状态的特征,而且在接触二氧化钛酸镁后对调查终点的影响可以忽略不计。综上所述,氧化镁的影响在很大程度上取决于所采用的测试方法。我们的研究结果凸显了实验设置的重要性,包括体外模型的选择和暴露情景的生理相关性,这对二氧化钛等食品级颜料的危害测试至关重要。
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引用次数: 0
Novel Dual PPAR δ/γ Partial Agonist Induces Hepatic Lipid Accumulation through Direct Binding and Inhibition of AKT1 Phosphorylation, Mediating CD36 Upregulation. 新型双 PPAR δ/γ 部分激动剂通过直接结合和抑制 AKT1 磷酸化诱导肝脂质积累,并介导 CD36 上调。
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-09-05 DOI: 10.1021/acs.chemrestox.4c00268
Xiaotong Cai, Qin Zhang, Jiwei Wang, Yingying Miao, Yuqing Sun, Ziyin Xia, Luyong Zhang, Qinwei Yu, Zhenzhou Jiang

ZLY06 is a dual agonist of peroxisome proliferator-activated receptor (PPAR) δ/γ, showing potential therapeutic effects on metabolic syndrome. However, our research has revealed that ZLY06 exhibits hepatotoxicity in normal C57BL/6J mice, though the precise mechanism remains unclear. This study aims to investigate the manifestations and mechanisms of ZLY06-induced hepatotoxicity. We administered ZLY06 via oral gavage to C57BL/6J mice (once daily for six weeks) and monitored various indicators to preliminarily explore its hepatotoxicity. Additionally, we further investigate the specific mechanisms of ZLY06-induced hepatotoxicity using PPAR inhibitors (GW9662 and GSK0660) and the Protein kinase B (AKT) activator (SC79). Results showed that ZLY06 led to increased serum ALP, ALT and AST, as well as elevated liver index and hepatic lipid levels. There was upregulation in the gene and protein expression of lipid metabolism-related molecules Acc, Scd1, Cd36, Fabp1 and Fabp2 in hepatocytes, with Cd36 showing the most significant change. Furthermore, cotreatment with SC79 significantly reduced ZLY06-induced hepatotoxicity in AML12 cells, evidenced by decreased intracellular TG levels and downregulation of CD36 expression. Specific knockdown of CD36 also mitigated ZLY06-induced hepatotoxicity. The study found that ZLY06 may bind to AKT1, inhibiting its phosphorylation activation, with the downregulation of p-AKT1 preceding the upregulation of CD36. In summary, ZLY06 mediates the upregulation of CD36 by potentially binding to and inhibiting the phosphorylation of AKT1, leading to hepatic lipid metabolism disorder and inducing liver toxicity.

ZLY06 是过氧化物酶体增殖激活受体(PPAR)δ/γ 的双重激动剂,对代谢综合征具有潜在的治疗作用。然而,我们的研究发现,ZLY06 对正常 C57BL/6J 小鼠具有肝毒性,但其确切机制仍不清楚。本研究旨在探讨 ZLY06 诱导肝毒性的表现和机制。我们通过给 C57BL/6J 小鼠口服 ZLY06(每天一次,连续六周)并监测其各项指标,以初步探讨其肝脏毒性。此外,我们还使用 PPAR 抑制剂(GW9662 和 GSK0660)和蛋白激酶 B(AKT)激活剂(SC79)进一步研究了 ZLY06 诱导肝毒性的具体机制。结果显示,ZLY06 导致血清 ALP、ALT 和 AST 升高,肝指数和肝脂水平升高。肝细胞中脂质代谢相关分子 Acc、Scd1、Cd36、Fabp1 和 Fabp2 的基因和蛋白表达上调,其中 Cd36 的变化最为显著。此外,与 SC79 共处理可显著减轻 ZLY06 诱导的 AML12 细胞的肝毒性,细胞内 TG 水平的降低和 CD36 表达的下调证明了这一点。特异性敲除 CD36 也减轻了 ZLY06 诱导的肝毒性。研究发现,ZLY06 可能与 AKT1 结合,抑制其磷酸化激活,p-AKT1 的下调先于 CD36 的上调。综上所述,ZLY06可能通过与AKT1结合并抑制其磷酸化来介导CD36的上调,从而导致肝脏脂质代谢紊乱并诱发肝毒性。
{"title":"Novel Dual PPAR δ/γ Partial Agonist Induces Hepatic Lipid Accumulation through Direct Binding and Inhibition of AKT1 Phosphorylation, Mediating CD36 Upregulation.","authors":"Xiaotong Cai, Qin Zhang, Jiwei Wang, Yingying Miao, Yuqing Sun, Ziyin Xia, Luyong Zhang, Qinwei Yu, Zhenzhou Jiang","doi":"10.1021/acs.chemrestox.4c00268","DOIUrl":"10.1021/acs.chemrestox.4c00268","url":null,"abstract":"<p><p>ZLY06 is a dual agonist of peroxisome proliferator-activated receptor (PPAR) δ/γ, showing potential therapeutic effects on metabolic syndrome. However, our research has revealed that ZLY06 exhibits hepatotoxicity in normal C57BL/6J mice, though the precise mechanism remains unclear. This study aims to investigate the manifestations and mechanisms of ZLY06-induced hepatotoxicity. We administered ZLY06 via oral gavage to C57BL/6J mice (once daily for six weeks) and monitored various indicators to preliminarily explore its hepatotoxicity. Additionally, we further investigate the specific mechanisms of ZLY06-induced hepatotoxicity using PPAR inhibitors (GW9662 and GSK0660) and the Protein kinase B (AKT) activator (SC79). Results showed that ZLY06 led to increased serum ALP, ALT and AST, as well as elevated liver index and hepatic lipid levels. There was upregulation in the gene and protein expression of lipid metabolism-related molecules <i>Acc</i>, <i>Scd1</i>, <i>Cd36</i>, <i>Fabp1</i> and <i>Fabp2</i> in hepatocytes, with <i>Cd36</i> showing the most significant change. Furthermore, cotreatment with SC79 significantly reduced ZLY06-induced hepatotoxicity in AML12 cells, evidenced by decreased intracellular TG levels and downregulation of CD36 expression. Specific knockdown of CD36 also mitigated ZLY06-induced hepatotoxicity. The study found that ZLY06 may bind to AKT1, inhibiting its phosphorylation activation, with the downregulation of p-AKT1 preceding the upregulation of CD36. In summary, ZLY06 mediates the upregulation of CD36 by potentially binding to and inhibiting the phosphorylation of AKT1, leading to hepatic lipid metabolism disorder and inducing liver toxicity.</p>","PeriodicalId":31,"journal":{"name":"Chemical Research in Toxicology","volume":" ","pages":"1574-1587"},"PeriodicalIF":3.7,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142131154","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Toward an Explainable Large Language Model for the Automatic Identification of the Drug-Induced Liver Injury Literature. 为自动识别药物性肝损伤文献建立可解释的大型语言模型。
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-27 DOI: 10.1021/acs.chemrestox.4c00134
Chunwei Ma, Russell D Wolfinger

Drug-induced liver injury (DILI) stands as a significant concern in drug safety, representing the primary cause of acute liver failure. Identifying the scientific literature related to DILI is crucial for monitoring, investigating, and conducting meta-analyses of drug safety issues. Given the intricate and often obscure nature of drug interactions, simple keyword searching can be insufficient for the exhaustive retrieval of the DILI-relevant literature. Manual curation of DILI-related publications demands pharmaceutical expertise and is susceptible to errors, severely limiting throughput. Despite numerous efforts utilizing cutting-edge natural language processing and deep learning techniques to automatically identify the DILI-related literature, their performance remains suboptimal for real-world applications in clinical research and regulatory contexts. In the past year, large language models (LLMs) such as ChatGPT and its open-source counterpart LLaMA have achieved groundbreaking progress in natural language understanding and question answering, paving the way for the automated, high-throughput identification of the DILI-related literature and subsequent analysis. Leveraging a large-scale public dataset comprising 14 203 training publications from the CAMDA 2022 literature AI challenge, we have developed what we believe to be the first LLM specialized in DILI analysis based on LLaMA-2. In comparison with other smaller language models such as BERT, GPT, and their variants, LLaMA-2 exhibits an enhanced out-of-fold accuracy of 97.19% and area under the ROC curve of 0.9947 using 3-fold cross-validation on the training set. Despite LLMs' initial design for dialogue systems, our study illustrates their successful adaptation into accurate classifiers for automated identification of the DILI-related literature from vast collections of documents. This work is a step toward unleashing the potential of LLMs in the context of regulatory science and facilitating the regulatory review process.

药物性肝损伤(DILI)是药物安全的一个重要问题,是急性肝功能衰竭的主要原因。识别与 DILI 相关的科学文献对于监测、调查和进行药物安全性问题的荟萃分析至关重要。鉴于药物相互作用错综复杂且往往晦涩难懂,简单的关键字搜索可能不足以详尽检索与 DILI 相关的文献。人工整理与 DILI 相关的出版物需要制药方面的专业知识,而且容易出错,严重限制了工作效率。尽管利用尖端的自然语言处理和深度学习技术自动识别 DILI 相关文献的工作层出不穷,但这些技术的性能在临床研究和监管背景下的实际应用中仍不尽如人意。在过去的一年里,大型语言模型(LLM),如 ChatGPT 及其开源模型 LLaMA,在自然语言理解和问题解答方面取得了突破性进展,为自动、高通量识别 DILI 相关文献及后续分析铺平了道路。利用由 CAMDA 2022 文献 AI 挑战赛的 14 203 篇训练出版物组成的大规模公共数据集,我们开发出了基于 LLaMA-2 的首个专门用于 DILI 分析的 LLM。与其他小型语言模型(如 BERT、GPT 及其变体)相比,LLaMA-2 在训练集上使用 3 倍交叉验证,显示出更高的折外准确率(97.19%)和 ROC 曲线下面积(0.9947)。尽管 LLM 最初是为对话系统设计的,但我们的研究表明,LLM 成功地适应了从大量文件中自动识别 DILI 相关文献的精确分类器。这项工作是朝着释放 LLMs 在监管科学方面的潜力和促进监管审查过程迈出的一步。
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引用次数: 0
Targeting Glioblastoma: Efficacy of Ruthenium-Based Drugs. 针对胶质母细胞瘤:钌基药物的疗效。
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-20 DOI: 10.1021/acs.chemrestox.4c00188
Puthiyavalappil Rasin, Sravan Sangeeth Surendran, Karthik K S, Jebiti Haribabu, Anandaram Sreekanth

Ruthenium compounds offer improved selectivity and fewer side effects compared to platinum-based drugs in glioblastoma treatment. Insights into their interactions with transferrin suggest targeted drug delivery, while photoactivated chemotherapy is a novel cytotoxic approach in tumor tissues.

与铂类药物相比,钌化合物在治疗胶质母细胞瘤方面具有更好的选择性和更少的副作用。对钌化合物与转铁蛋白相互作用的深入研究表明,钌化合物具有靶向给药作用,而光激活化疗则是肿瘤组织中的一种新型细胞毒疗法。
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引用次数: 0
Prediction of Cytochrome P450 Substrates Using the Explainable Multitask Deep Learning Models. 使用可解释多任务深度学习模型预测细胞色素 P450 底物。
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-28 DOI: 10.1021/acs.chemrestox.4c00199
Jiaojiao Fang, Yan Tang, Changda Gong, Zejun Huang, Yanjun Feng, Guixia Liu, Yun Tang, Weihua Li

Cytochromes P450 (P450s or CYPs) are the most important phase I metabolic enzymes in the human body and are responsible for metabolizing ∼75% of the clinically used drugs. P450-mediated metabolism is also closely associated with the formation of toxic metabolites and drug-drug interactions. Therefore, it is of high importance to predict if a compound is the substrate of a given P450 in the early stage of drug development. In this study, we built the multitask learning models to simultaneously predict the substrates of five major drug-metabolizing P450 enzymes, namely, CYP3A4, 2C9, 2C19, 2D6, and 1A2, based on the collected substrate data sets. Compared to the single-task model and conventional machine learning models, the multitask fingerprints and graph neural networks model achieved superior performance with the average AUC values of 90.8% on the test set. Notably, the multitask model demonstrated its good performance on the small amount of substrate data sets such as CYP1A2, 2C9, and 2C19. In addition, the Shapley additive explanation and the attention mechanism were used to reveal specific substructures associated with P450 substrates, which were further confirmed and complemented by the substructure mining tool and the literature.

细胞色素 P450(P450s 或 CYPs)是人体内最重要的 I 期代谢酶,负责代谢 75% 的临床用药。P450 介导的代谢还与有毒代谢物的形成和药物间相互作用密切相关。因此,在药物开发的早期阶段预测化合物是否为特定 P450 的底物具有非常重要的意义。在本研究中,我们建立了多任务学习模型,根据收集到的底物数据集同时预测五种主要药物代谢 P450 酶(即 CYP3A4、2C9、2C19、2D6 和 1A2)的底物。与单任务模型和传统的机器学习模型相比,多任务指纹图谱和图神经网络模型的性能更优越,在测试集上的平均 AUC 值达到 90.8%。值得注意的是,多任务模型在 CYP1A2、2C9 和 2C19 等少量底物数据集上表现出了良好的性能。此外,夏普利加法解释和注意力机制被用来揭示与 P450 底物相关的特定亚结构,这些亚结构通过亚结构挖掘工具和文献得到了进一步的证实和补充。
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引用次数: 0
Triphenyl Phosphate Alters Methyltransferase Expression and Induces Genome-Wide Aberrant DNA Methylation in Zebrafish Larvae. 磷酸三苯酯改变甲基转移酶的表达并诱导斑马鱼幼体基因组DNA甲基化异常
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-29 DOI: 10.1021/acs.chemrestox.4c00223
Chander K Negi, Lucie Bláhová, Audrey Phan, Lola Bajard, Ludek Blaha

Emerging environmental contaminants, organophosphate flame retardants (OPFRs), pose significant threats to ecosystems and human health. Despite numerous studies reporting the toxic effects of OPFRs, research on their epigenetic alterations remains limited. In this study, we investigated the effects of exposure to 2-ethylhexyl diphenyl phosphate (EHDPP), tricresyl phosphate (TMPP), and triphenyl phosphate (TPHP) on DNA methylation patterns during zebrafish embryonic development. We assessed general toxicity and morphological changes, measured global DNA methylation and hydroxymethylation levels, and evaluated DNA methyltransferase (DNMT) enzyme activity, as well as mRNA expression of DNMTs and ten-eleven translocation (TET) methylcytosine dioxygenase genes. Additionally, we analyzed genome-wide methylation patterns in zebrafish larvae using reduced-representation bisulfite sequencing. Our morphological assessment revealed no general toxicity, but a statistically significant yet subtle decrease in body length following exposure to TMPP and EHDPP, along with a reduction in head height after TPHP exposure, was observed. Eye diameter and head width were unaffected by any of the OPFRs. There were no significant changes in global DNA methylation levels in any exposure group, and TMPP showed no clear effect on DNMT expression. However, EHDPP significantly decreased only DNMT1 expression, while TPHP exposure reduced the expression of several DNMT orthologues and TETs in zebrafish larvae, leading to genome-wide aberrant DNA methylation. Differential methylation occurred primarily in introns (43%) and intergenic regions (37%), with 9% and 10% occurring in exons and promoter regions, respectively. Pathway enrichment analysis of differentially methylated region-associated genes indicated that TPHP exposure enhanced several biological and molecular functions corresponding to metabolism and neurological development. KEGG enrichment analysis further revealed TPHP-mediated potential effects on several signaling pathways including TGFβ, cytokine, and insulin signaling. This study identifies specific changes in DNA methylation in zebrafish larvae after TPHP exposure and brings novel insights into the epigenetic mode of action of TPHP.

新出现的环境污染物有机磷阻燃剂(OPFRs)对生态系统和人类健康构成了严重威胁。尽管有大量研究报告了 OPFRs 的毒性效应,但有关其表观遗传学改变的研究仍然有限。在这项研究中,我们调查了暴露于 2-乙基己基二苯基磷酸酯(EHDPP)、磷酸三甲苯酯(TMPP)和磷酸三苯酯(TPHP)对斑马鱼胚胎发育过程中 DNA 甲基化模式的影响。我们评估了一般毒性和形态变化,测量了整体 DNA 甲基化和羟甲基化水平,评估了 DNA 甲基转移酶(DNMT)的酶活性以及 DNMT 和十-十一转位(TET)甲基胞嘧啶二氧酶基因的 mRNA 表达。此外,我们还利用还原代表亚硫酸氢盐测序技术分析了斑马鱼幼体的全基因组甲基化模式。我们的形态学评估结果显示,斑马鱼没有普遍毒性,但在接触 TMPP 和 EHDPP 后,体长出现了统计学意义上的显著而细微的下降,而在接触 TPHP 后,头高也有所下降。眼睛直径和头部宽度未受到任何 OPFR 的影响。任何暴露组的总体 DNA 甲基化水平都没有明显变化,TMPP 对 DNMT 的表达也没有明显影响。然而,EHDPP 只显著降低了 DNMT1 的表达,而 TPHP 暴露则降低了斑马鱼幼体中多个 DNMT 同源物和 TET 的表达,导致全基因组 DNA 甲基化异常。差异甲基化主要发生在内含子(43%)和基因间区(37%),外显子和启动子区分别为 9% 和 10%。对不同甲基化区域相关基因的通路富集分析表明,接触 TPHP 会增强与新陈代谢和神经系统发育相关的一些生物和分子功能。KEGG富集分析进一步揭示了TPHP介导的对包括TGFβ、细胞因子和胰岛素信号转导在内的几种信号通路的潜在影响。这项研究确定了暴露于 TPHP 后斑马鱼幼体 DNA 甲基化的特定变化,并对 TPHP 的表观遗传作用模式提出了新的见解。
{"title":"Triphenyl Phosphate Alters Methyltransferase Expression and Induces Genome-Wide Aberrant DNA Methylation in Zebrafish Larvae.","authors":"Chander K Negi, Lucie Bláhová, Audrey Phan, Lola Bajard, Ludek Blaha","doi":"10.1021/acs.chemrestox.4c00223","DOIUrl":"10.1021/acs.chemrestox.4c00223","url":null,"abstract":"<p><p>Emerging environmental contaminants, organophosphate flame retardants (OPFRs), pose significant threats to ecosystems and human health. Despite numerous studies reporting the toxic effects of OPFRs, research on their epigenetic alterations remains limited. In this study, we investigated the effects of exposure to 2-ethylhexyl diphenyl phosphate (EHDPP), tricresyl phosphate (TMPP), and triphenyl phosphate (TPHP) on DNA methylation patterns during zebrafish embryonic development. We assessed general toxicity and morphological changes, measured global DNA methylation and hydroxymethylation levels, and evaluated DNA methyltransferase (DNMT) enzyme activity, as well as mRNA expression of DNMTs and ten-eleven translocation (TET) methylcytosine dioxygenase genes. Additionally, we analyzed genome-wide methylation patterns in zebrafish larvae using reduced-representation bisulfite sequencing. Our morphological assessment revealed no general toxicity, but a statistically significant yet subtle decrease in body length following exposure to TMPP and EHDPP, along with a reduction in head height after TPHP exposure, was observed. Eye diameter and head width were unaffected by any of the OPFRs. There were no significant changes in global DNA methylation levels in any exposure group, and TMPP showed no clear effect on DNMT expression. However, EHDPP significantly decreased only DNMT1 expression, while TPHP exposure reduced the expression of several DNMT orthologues and TETs in zebrafish larvae, leading to genome-wide aberrant DNA methylation. Differential methylation occurred primarily in introns (43%) and intergenic regions (37%), with 9% and 10% occurring in exons and promoter regions, respectively. Pathway enrichment analysis of differentially methylated region-associated genes indicated that TPHP exposure enhanced several biological and molecular functions corresponding to metabolism and neurological development. KEGG enrichment analysis further revealed TPHP-mediated potential effects on several signaling pathways including TGFβ, cytokine, and insulin signaling. This study identifies specific changes in DNA methylation in zebrafish larvae after TPHP exposure and brings novel insights into the epigenetic mode of action of TPHP.</p>","PeriodicalId":31,"journal":{"name":"Chemical Research in Toxicology","volume":" ","pages":"1549-1561"},"PeriodicalIF":3.7,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11409374/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142102164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Induction of Thymus Atrophy and Disruption of Thymocyte Development by Fipronil through Dysregulation of IL-7-Associated Genes. 氟虫腈通过IL-7相关基因的失调诱导胸腺萎缩并破坏胸腺细胞发育
IF 3.7 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2024-09-16 Epub Date: 2024-08-14 DOI: 10.1021/acs.chemrestox.4c00060
Jui-Fang Kuo, Hsin-Ying Wu, Chun-Wei Tung, Wei-Hsiang Huang, Chen-Si Lin, Chia-Chi Wang

The susceptibility of the immune system to immunotoxic chemicals is evident, particularly in the thymus, a vital primary immune organ prone to atrophy due to exposure to toxicants. Fipronil (FPN), a widely used insecticide, is of concern due to its potential neurotoxicity, hepatotoxicity, and immunotoxicity. Our previous study showed that FPN disturbed the antigen-specific T-cell functionality in vivo. As T-cell lineage commitment and thymopoiesis are closely interconnected with the normal function of the T-cell-mediated immune responses, this study aims to further examine the toxic effects of FPN on thymocyte development. In this study, 4-week-old BALB/c mice received seven doses of FPN (1, 5, 10 mg/kg) by gavage. Thymus size, medulla/cortex ratio, total thymocyte counts, double-positive thymocyte population, and IL-7-positive cells decreased dose-dependently. IL-7 aids the differentiation of early T-cell precursors into mature T cells, and several essential genes contribute to the maturation of T cells in the thymus. Foxn1 ensures that the thymic microenvironment is suitable for the maturation of T-cell precursors. Lyl1 is involved in specifying lymphoid cells and maintaining T-cell development in the thymus. The c-Kit/SCF collaboration fosters a supportive thymic milieu to promote the formation of functional T cells. The expression of IL-7, IL-7R, c-Kit, SCF, Foxn1, and Lyl1 genes in the thymus was significantly diminished in FPN-treated groups with the concordance with the reduction of IL-7 signaling proteins (IL-7, IL-7R, c-KIT, SCF, LYL1, FOXO3A, and GABPA), suggesting that the dysregulation of T-cell lineage-related genes may contribute to the thymic atrophy induced by FPN. In addition, FPN disturbed the functionality of thymocytes with an increase of IL-4 and IFN-γ production and a decrease of IL-2 secretion after T-cell mitogen stimulation ex vivo. Collectively, FPN significantly deregulated genes related to T-cell progenitor differentiation, survival, and expansion, potentially leading to impaired thymopoiesis.

免疫系统对免疫毒性化学品的易感性是显而易见的,尤其是胸腺,因为胸腺是一个重要的初级免疫器官,容易因接触有毒物质而萎缩。氟虫腈(FPN)是一种广泛使用的杀虫剂,由于其潜在的神经毒性、肝毒性和免疫毒性而备受关注。我们之前的研究表明,氟虫腈会干扰体内抗原特异性 T 细胞的功能。由于T细胞系的承诺和胸腺的生成与T细胞介导的免疫反应的正常功能密切相关,本研究旨在进一步研究FPN对胸腺细胞发育的毒性影响。在这项研究中,4周大的BALB/c小鼠通过灌胃接受了7个剂量的FPN(1、5、10毫克/千克)。胸腺大小、髓质/皮质比率、胸腺细胞总数、双阳性胸腺细胞群和IL-7阳性细胞的减少与剂量有关。IL-7 可帮助早期 T 细胞前体分化为成熟的 T 细胞,有几个重要基因有助于胸腺中 T 细胞的成熟。Foxn1 确保胸腺微环境适合 T 细胞前体的成熟。Lyl1 参与淋巴细胞的分化,并维持胸腺中 T 细胞的发育。c-Kit/SCF合作营造了一个支持性胸腺环境,以促进功能性T细胞的形成。在 FPN 处理组中,胸腺中 IL-7、IL-7R、c-Kit、SCF、Foxn1 和 Lyl1 基因的表达明显减少,与 IL-7 信号蛋白(IL-7、IL-7R、c-KIT、SCF、LYL1、FOXO3A 和 GABPA)的减少一致,表明 T 细胞系相关基因的失调可能是 FPN 诱导胸腺萎缩的原因之一。此外,FPN干扰了胸腺细胞的功能,在体内T细胞有丝分裂原刺激后,IL-4和IFN-γ的产生增加,IL-2的分泌减少。总之,FPN会明显改变与T细胞祖细胞分化、存活和扩增有关的基因,从而可能导致胸腺造血功能受损。
{"title":"Induction of Thymus Atrophy and Disruption of Thymocyte Development by Fipronil through Dysregulation of IL-7-Associated Genes.","authors":"Jui-Fang Kuo, Hsin-Ying Wu, Chun-Wei Tung, Wei-Hsiang Huang, Chen-Si Lin, Chia-Chi Wang","doi":"10.1021/acs.chemrestox.4c00060","DOIUrl":"10.1021/acs.chemrestox.4c00060","url":null,"abstract":"<p><p>The susceptibility of the immune system to immunotoxic chemicals is evident, particularly in the thymus, a vital primary immune organ prone to atrophy due to exposure to toxicants. Fipronil (FPN), a widely used insecticide, is of concern due to its potential neurotoxicity, hepatotoxicity, and immunotoxicity. Our previous study showed that FPN disturbed the antigen-specific T-cell functionality <i>in vivo</i>. As T-cell lineage commitment and thymopoiesis are closely interconnected with the normal function of the T-cell-mediated immune responses, this study aims to further examine the toxic effects of FPN on thymocyte development. In this study, 4-week-old BALB/c mice received seven doses of FPN (1, 5, 10 mg/kg) by gavage. Thymus size, medulla/cortex ratio, total thymocyte counts, double-positive thymocyte population, and IL-7-positive cells decreased dose-dependently. IL-7 aids the differentiation of early T-cell precursors into mature T cells, and several essential genes contribute to the maturation of T cells in the thymus. <i>Foxn</i>1 ensures that the thymic microenvironment is suitable for the maturation of T-cell precursors. <i>Lyl</i>1 is involved in specifying lymphoid cells and maintaining T-cell development in the thymus. The <i>c-Kit/SCF</i> collaboration fosters a supportive thymic milieu to promote the formation of functional T cells. The expression of <i>IL-</i>7, <i>IL-</i>7<i>R</i>, <i>c-Kit</i>, <i>SCF</i>, <i>Foxn</i>1, and <i>Lyl</i>1 genes in the thymus was significantly diminished in FPN-treated groups with the concordance with the reduction of IL-7 signaling proteins (IL-7, IL-7R, c-KIT, SCF, LYL1, FOXO3A, and GABPA), suggesting that the dysregulation of T-cell lineage-related genes may contribute to the thymic atrophy induced by FPN. In addition, FPN disturbed the functionality of thymocytes with an increase of IL-4 and IFN-γ production and a decrease of IL-2 secretion after T-cell mitogen stimulation <i>ex vivo</i>. Collectively, FPN significantly deregulated genes related to T-cell progenitor differentiation, survival, and expansion, potentially leading to impaired thymopoiesis.</p>","PeriodicalId":31,"journal":{"name":"Chemical Research in Toxicology","volume":" ","pages":"1488-1500"},"PeriodicalIF":3.7,"publicationDate":"2024-09-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11409377/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141981176","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Chemical Research in Toxicology
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