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Design, Synthesis, Computational Modeling and Biological Evaluation of Novel N-(7H-Pyrrolo[2,3-d]pyrimidin-4-yl)cinnamamides as Potential Covalent Inhibitors for Oncology 新型肿瘤共价抑制剂N-(7H-Pyrrolo[2,3-d]嘧啶-4-yl)肉桂酰胺的设计、合成、计算建模和生物学评价。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-06 DOI: 10.1111/cbdd.70211
Rameshwar S. Cheke, Prashant S. Kharkar

A novel series of covalent pyrrolo[2,3-d]pyrimidine cinnamamides was synthesized and evaluated for anticancer activity. The compounds were tested against three cancer cell lines—MDA-MB-231 (triple-negative breast cancer), A549 (non-small cell lung cancer), and U-87 MG (glioblastoma), alongside a cytotoxicity assessment on non-tumor NIH/3 T3 mouse embryonic fibroblast cell line. Compound 5k (IC50 = 0.99 ± 0.45 μM) and 5i (IC50 = 1.15 ± 0.14 μM) demonstrated markedly higher potency against MDA-MB-231 cells compared to cisplatin (IC50 = 34.36 ± 0.16 μM), whereas 5e was found active against A549 cells (IC50 = 1.41 ± 1.13 μM). None of the active compounds exhibited significant toxicity against normal NIH/3 T3 cells. Molecular docking studies involving covalent modification at the ATP-binding sites of EGFR (L858R/T790M), HER2, and JAK3 via key interactions with Cys797 (EGFR/HER2) and Cys909 (JAK3) supported their irreversible mechanism of action. Glutathione-binding assay confirmed the covalent adduct formation with a prominent molecular ion peak corresponding to the adduct. Density Functional Theory analyses of the leading compounds revealed low HOMO-LUMO energy gaps, which correlated with elevated electronic reactivity and biological capability. Electrostatic surface potential maps further highlighted distinct electrophilic character around the acrylamide warhead, facilitating potential covalent bond formation with nucleophilic Cys residues in the target proteins. In silico ADMET profiling confirmed favorable drug-likeness and safety attributes. Together, these findings support the discovery of this novel class of covalent pyrrolo[2,3-d] pyrimidine cinnamamides as promising and safer lead candidates for anticancer therapy, particularly against triple-negative breast cancer.

合成了一系列新的共价吡咯[2,3-d]嘧啶肉桂酰胺,并对其抗癌活性进行了评价。化合物对三种癌细胞系mda - mb -231(三阴性乳腺癌),A549(非小细胞肺癌)和U-87 MG(胶质母细胞瘤)进行了测试,并对非肿瘤NIH/3 T3小鼠胚胎成纤维细胞系进行了细胞毒性评估。化合物5k (IC50 = 0.99±0.45 μM)和5i (IC50 = 1.15±0.14 μM)对MDA-MB-231细胞的抑制作用明显高于顺铂(IC50 = 34.36±0.16 μM),而化合物5e对A549细胞的抑制作用明显高于顺铂(IC50 = 1.41±1.13 μM)。活性化合物对正常NIH/3 T3细胞均无明显毒性。通过与Cys797 (EGFR/HER2)和Cys909 (JAK3)的关键相互作用,在EGFR (L858R/T790M)、HER2和JAK3的atp结合位点进行共价修饰的分子对接研究支持了它们的不可逆作用机制。谷胱甘肽结合试验证实了共价加合物的形成,其分子离子峰与加合物相对应。密度泛函理论分析表明,先导化合物具有较低的HOMO-LUMO能隙,这与较高的电子反应性和生物性能有关。静电表面电位图进一步突出了丙烯酰胺战斗部周围明显的亲电性,促进了与靶蛋白中的亲核Cys残基形成潜在的共价键。在计算机ADMET分析证实有利的药物相似性和安全性属性。总之,这些发现支持了这类新型共价吡咯[2,3-d]嘧啶肉桂酰胺作为抗癌治疗,特别是治疗三阴性乳腺癌的有希望和更安全的主要候选药物的发现。
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引用次数: 0
Correction to “Synthesis, Cytotoxic Activity, and Molecular Docking Study of New Thiazole-Incorporated Indenopyridazine Derivatives as Potential Antiproliferative Drugs” 对“新型噻唑类独立吡嗪衍生物的合成、细胞毒活性及分子对接研究”的更正
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-06 DOI: 10.1111/cbdd.70215

Alaa M. Alqahtani Sultan I. Alkbaysi, Mariam Mojally, Amgad Albohy, Synthesis, Cytotoxic Activity, and Molecular Docking Study of New Thiazole-Incorporated Indenopyridazine Derivatives as Potential Antiproliferative Drugs. Chem Biol Drug Des. 2025;106(5):e70203.

The name of the co-author Sultan I. Alkbaysi has been corrected to Sultan I. Alkubaysi.

We apologize for this error.

Alaa M. Alqahtani . Alkbaysi, Mariam Mojally, Amgad Albohy,新型噻唑-独立吡啶嗪衍生物的合成、细胞毒活性和分子对接研究。化学与药物杂志,2015;106(5):e70203。合著者Sultan I. Alkbaysi的名字已更正为Sultan I. Alkubaysi。我们为这个错误道歉。
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引用次数: 0
Therapeutic Potential of 6-Gingerol in Glioma: Mechanistic Insights and Experimental Validation 6-姜辣素在胶质瘤中的治疗潜力:机制见解和实验验证。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-06 DOI: 10.1111/cbdd.70217
Shan Miao, Wei Hua, Jin Wang, Long Li, Yang Sun, Xiaopeng Shi, Shanbo Ma

Glioma, a prevalent malignancy globally, presents a serious threat to human health. Recent research has highlighted the significant anti-tumor properties of 6-gingerol (6-G), an active component of the traditional Chinese medicine ginger, though its precise mechanisms in glioma remain to be fully elucidated. This study employed network pharmacology, molecular docking, and dynamic simulation to explore the targets and underlying mechanisms of 6-G's anti-glioma effects, followed by in vitro validation of the key pathways. Drug-related targets were identified via PharmMapper and Swiss target prediction databases, while disease-related targets were sourced from GeneCards, OMIM, and TTD. The intersection of these datasets yielded potential therapeutic targets. Subsequent PPI network analysis using STRING11.5 and core gene screening with Cytoscape 3.9.1 led to the construction of a “drug-target network” and the identification of central genes. GO and KEGG enrichment analyses were conducted on potential therapeutic targets. Molecular docking and dynamic simulations were utilized to analyze the interactions between core genes and 6-G. Ultimately, the primary mechanism underlying 6-G's anti-GC effects was validated through in vitro experiments. A total of 183 potential targets for 6-G treatment of glioma were identified, with PPI analysis and core target screening revealing 10 critical targets. Enrichment analyses underscored the PI3K/AKT pathway as the primary signaling mechanism through which 6-G exerts its therapeutic effects. Molecular docking results showed that AKT1, HSP90AA1, EGFR, and MAPK3 were the key targets of 6-G in the treatment of glioma, and dynamic simulations further verified these findings. In vitro findings demonstrated that 6-G effectively inhibits the proliferation of U87 and U251 glioma cells, induces apoptosis, arrests the G1 phase of the cell cycle, and suppresses migration and invasion. Western blot analysis confirmed a significant downregulation of p-AKT in the PI3K/AKT pathway. In conclusion, 6-G impairs glioma cell proliferation, promotes apoptosis, induces G1 phase arrest, and inhibits migration and invasion, primarily through the suppression of the PI3K-AKT pathway. This finding provides a robust foundation for further research and clinical application.

神经胶质瘤是一种全球普遍存在的恶性肿瘤,对人类健康构成严重威胁。最近的研究强调了6-姜辣素(6-G)的显著抗肿瘤特性,尽管其在胶质瘤中的确切机制仍未完全阐明。本研究采用网络药理学、分子对接、动态模拟等方法,探索6-G抗胶质瘤作用的靶点和机制,并对关键通路进行体外验证。药物相关靶标通过PharmMapper和Swiss靶标预测数据库确定,而疾病相关靶标来自GeneCards、OMIM和TTD。这些数据集的交集产生了潜在的治疗靶点。随后使用STRING11.5进行PPI网络分析,使用Cytoscape 3.9.1进行核心基因筛选,构建了“药物靶点网络”并鉴定了中心基因。对潜在的治疗靶点进行GO和KEGG富集分析。利用分子对接和动态模拟分析了核心基因与6-G的相互作用。最后,通过体外实验验证了6-G抗gc作用的主要机制。通过PPI分析和核心靶点筛选,共发现183个6-G治疗胶质瘤的潜在靶点,揭示了10个关键靶点。富集分析强调PI3K/AKT通路是6-G发挥其治疗作用的主要信号机制。分子对接结果显示,AKT1、HSP90AA1、EGFR、MAPK3是6-G治疗胶质瘤的关键靶点,动态模拟进一步验证了这些发现。体外实验结果表明,6-G能有效抑制U87和U251胶质瘤细胞的增殖,诱导细胞凋亡,阻滞细胞周期G1期,抑制迁移和侵袭。Western blot分析证实了PI3K/AKT通路中p-AKT的显著下调。综上所述,6-G主要通过抑制PI3K-AKT通路,损害胶质瘤细胞增殖,促进细胞凋亡,诱导G1期阻滞,抑制迁移和侵袭。这一发现为进一步的研究和临床应用提供了坚实的基础。
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引用次数: 0
Design and Synthesis of Holu-7, a Quinazolinone Derivative With an Active Stereo Geometry and Polar 2,4-Dihydroxyphenyl Group, as a Selective Anticancer Agent 选择性抗癌剂Holu-7的设计与合成。Holu-7是一种具有活性立体几何和极性2,4-二羟基苯基的喹唑啉酮衍生物。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-05 DOI: 10.1111/cbdd.70209
Kuo-Chu Lai, Hui-Hsia Hsieh, Yi-Liang Lu, Shin-Yi Liu, Hai-Anh Ha, Mann-Jen Hour

Quinazolin-4-one scaffolds offer rich anticancer chemistry but often trade potency for selectivity. Building on a tubulin-targeting lead (MJ-65), 12 new derivatives (2637) were synthesized to dissect geometry–activity relationships and enhance the polarity of C2-substituents. Cytotoxicity was profiled against cancerous (HCT116 and CAL27) and normal (FHC) cells. In silico studies employed CDOCKER against tubulin (PDB 5NJH), GROMACS for molecular dynamics (MD), and ProTox-3.0 for toxicity estimation. The previously synthesized geometry-matched pairs 2125 were active at 10 μM. In contrast, their isomers 2630 were largely inactive, revealing a configuration-dependent binding mechanism. Optimizing polarity yielded Holu-7 (compound 35; 2,4-dihydroxyphenyl at the C2-position), which exhibited sub-50 nM IC50 in HCT116/CAL27 cells and > 10 μM in FHC cells and induced robust G2/M arrest. Docking/MD supported stable vinca-site engagement, with hydrogen bonds to ASP179/ASN206 and π-stacking with TYR224. ProTox-3.0 predicted a higher LD50 and absence of major organ toxicities relative to MJ-65. This data indicates that configuration-aware, polarity-tuned design can deliver selective quinazolinone anticancer candidates; therefore, Holu-7 merits further preclinical evaluation.

喹唑啉-4-酮支架提供了丰富的抗癌化学成分,但往往以选择性换取效力。以微管蛋白靶向先导物(MJ-65)为基础,合成了12个新的衍生物(26-37),以解析几何-活性关系并增强c2取代基的极性。对癌细胞(HCT116和CAL27)和正常细胞(FHC)进行细胞毒性分析。在计算机研究中,CDOCKER针对微管蛋白(PDB 5NJH), GROMACS用于分子动力学(MD), ProTox-3.0用于毒性评估。先前合成的几何匹配对21-25在10 μM范围内具有活性。相比之下,它们的同分异构体26-30大多不活跃,揭示了构型依赖的结合机制。优化极性得到Holu-7(化合物35,2,4-二羟基苯基在c2位置),其在HCT116/CAL27细胞中的IC50低于50 nM,在FHC细胞中的IC50为bb0 10 μM,并诱导了强大的G2/M阻滞。对接/MD通过与ASP179/ASN206的氢键和与TYR224的π叠加,支持稳定的葡萄位点结合。相对于MJ-65, ProTox-3.0预测更高的LD50和无主要器官毒性。这一数据表明,构型感知、极性调谐设计可以提供选择性喹唑啉酮抗癌候选药物;因此,Holu-7值得进一步的临床前评估。
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引用次数: 0
In Silico and In Vitro Identification of New Eugenol Derivatives as Inhibitors of the Spike SARS-CoV-2 Protein Interaction With the ACE2 Host Receptor 新型丁香酚衍生物抑制SARS-CoV-2蛋白与ACE2宿主受体相互作用的硅和体外鉴定
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-04 DOI: 10.1111/cbdd.70212
Timoteo Delgado-Maldonado, Alonzo González-González, Adriana Moreno-Rodríguez, Guadalupe Rojas-Verde, Alma D. Paz-Gonzalez, Debasish Bandyopadhyay, Gildardo Rivera

Coronavirus Disease-2019 (COVID-19) caused by SARS-CoV-2 remains a serious health concern worldwide. Inhibitors of the protein–protein interaction (iPPI) between the SARS-CoV-2 spike protein (S) and human Angiotensin-Converting Enzyme-2 (ACE2) are promising as potential antiviral agents. This study aimed to identify and evaluate novel compounds as inhibitors of the S receptor-binding domain (RBD) and ACE2 interaction through Eugenol- and Structure-Based virtual screening approaches. The hit compounds were corroborated as protein–protein interaction inhibitors using an ELISA-based enzyme assay. Molecular docking and molecular dynamics (MD) studies of the selected compounds showed that they maintained a molecular interaction and stability (RMSD fluctuations less than 4 Å) with essential residues of the S protein. The best compound, Eu-1 (IC50 = 16 μM), prevented the interaction between the S protein and ACE2 receptor efficiently with an 83.7% inhibition at 50 μM. In addition, Eu-1 had an adequate value of cytotoxicity (CC50 > 200 μM). Therefore, Eu-1 is a candidate compound for further SARS-CoV-2 preclinical experiments.

由SARS-CoV-2引起的冠状病毒病-2019 (COVID-19)仍然是全球严重的健康问题。SARS-CoV-2刺突蛋白(S)与人血管紧张素转换酶-2 (ACE2)之间的蛋白-蛋白相互作用(iPPI)抑制剂有望成为潜在的抗病毒药物。本研究旨在通过丁香酚和基于结构的虚拟筛选方法,鉴定和评估作为S受体结合域(RBD)和ACE2相互作用抑制剂的新化合物。命中的化合物被证实为蛋白质-蛋白质相互作用抑制剂,使用基于elisa的酶测定。分子对接和分子动力学(MD)研究表明,所选化合物与S蛋白必需残基保持分子相互作用和稳定性(RMSD波动小于4 Å)。最佳化合物Eu-1 (IC50 = 16 μM)在50 μM范围内抑制了S蛋白与ACE2受体的相互作用,抑制率为83.7%。此外,Eu-1具有足够的细胞毒性值(CC50 bb0 200 μM)。因此,Eu-1是进一步开展SARS-CoV-2临床前实验的候选化合物。
{"title":"In Silico and In Vitro Identification of New Eugenol Derivatives as Inhibitors of the Spike SARS-CoV-2 Protein Interaction With the ACE2 Host Receptor","authors":"Timoteo Delgado-Maldonado,&nbsp;Alonzo González-González,&nbsp;Adriana Moreno-Rodríguez,&nbsp;Guadalupe Rojas-Verde,&nbsp;Alma D. Paz-Gonzalez,&nbsp;Debasish Bandyopadhyay,&nbsp;Gildardo Rivera","doi":"10.1111/cbdd.70212","DOIUrl":"10.1111/cbdd.70212","url":null,"abstract":"<div>\u0000 \u0000 <p>Coronavirus Disease-2019 (COVID-19) caused by SARS-CoV-2 remains a serious health concern worldwide. Inhibitors of the protein–protein interaction (iPPI) between the SARS-CoV-2 spike protein (S) and human Angiotensin-Converting Enzyme-2 (ACE2) are promising as potential antiviral agents. This study aimed to identify and evaluate novel compounds as inhibitors of the S receptor-binding domain (RBD) and ACE2 interaction through Eugenol- and Structure-Based virtual screening approaches. The hit compounds were corroborated as protein–protein interaction inhibitors using an ELISA-based enzyme assay. Molecular docking and molecular dynamics (MD) studies of the selected compounds showed that they maintained a molecular interaction and stability (RMSD fluctuations less than 4 Å) with essential residues of the S protein. The best compound, <b>Eu-1</b> (IC<sub>50</sub> = 16 μM), prevented the interaction between the S protein and ACE2 receptor efficiently with an 83.7% inhibition at 50 μM. In addition, <b>Eu-1</b> had an adequate value of cytotoxicity (CC<sub>50</sub> &gt; 200 μM). Therefore, <b>Eu-1</b> is a candidate compound for further SARS-CoV-2 preclinical experiments.</p>\u0000 </div>","PeriodicalId":143,"journal":{"name":"Chemical Biology & Drug Design","volume":"106 6","pages":""},"PeriodicalIF":3.3,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145679564","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"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
CD163 and TYROBP Are Two Therapeutic Targets for Hyperglycemia-Induced Mesangial Cell Stress CD163和TYROBP是高血糖诱导的系膜细胞应激的两个治疗靶点。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-02 DOI: 10.1111/cbdd.70213
Zhang Ran, Zhang Guiling, Fan Yanna, Luo Laimin

Diabetic nephropathy (DN) is a severe microvascular complication of diabetes. This study aimed to identify hub genes and explore potential therapeutic drugs for DN. Differentially expressed genes were analyzed between DN and normal samples from the GSE104948 and GSE47183 datasets. Hub genes were identified through weighted gene coexpression network analysis and protein–protein interaction network analysis and validated using two external datasets. Receiver operating characteristic curves were employed to assess the diagnostic accuracy of the hub genes. Virtual screening identified potential small-molecule compounds targeting the hub genes CD163 and transmembrane immune signaling adaptor TYROBP (TYROBP). High-glucose (HG)-induced human glomerular mesangial cells (HGMCs) were used to construct an in vitro DN model. Cell viability was assessed using a cell counting kit-8, and inflammatory factors were measured by enzyme-linked immunosorbent assay, and mesangial extracellular matrix-related protein levels were detected by Western blot. Two hub genes, CD163 and TYROBP, were identified as significantly upregulated in DN samples and HG-induced HGMCs, demonstrating high specificity and sensitivity for DN diagnosis. Demethyleneberberine (DMB) and dehydroevodiamine (DHE) exhibited strong binding affinity to CD163 and TYROBP and effectively suppressed HG-induced HGMC proliferation, inflammatory responses, and extracellular matrix deposition. In conclusion, CD163 and TYROBP serve as key biomarkers and therapeutic targets for DN, while DMB and DHE show promise as natural compounds for DN treatment.

糖尿病肾病(DN)是糖尿病的严重微血管并发症。本研究旨在鉴定中枢基因并探索潜在的DN治疗药物。分析来自GSE104948和GSE47183数据集的DN与正常样本之间的差异表达基因。通过加权基因共表达网络分析和蛋白质相互作用网络分析鉴定中心基因,并使用两个外部数据集进行验证。采用受试者工作特征曲线评估枢纽基因的诊断准确性。虚拟筛选确定了靶向中心基因CD163和跨膜免疫信号转导子TYROBP (TYROBP)的潜在小分子化合物。采用高糖(HG)诱导的人肾小球系膜细胞(HGMCs)构建离体DN模型。采用细胞计数试剂盒-8评估细胞活力,酶联免疫吸附法检测炎症因子,Western blot检测系膜细胞外基质相关蛋白水平。两个中心基因CD163和TYROBP在DN样本和hg诱导的HGMCs中显著上调,显示出DN诊断的高特异性和敏感性。去亚甲基小檗碱(DMB)和脱氢进化二胺(DHE)与CD163和TYROBP具有较强的结合亲和力,可有效抑制hg诱导的HGMC增殖、炎症反应和细胞外基质沉积。综上所述,CD163和TYROBP是DN的关键生物标志物和治疗靶点,而DMB和DHE是DN治疗的天然化合物。
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引用次数: 0
Cycloastragenol Ameliorates Psoriasis by Promoting Keratinocyte Autophagy via Modulating Subcellular Localization of ZKSCAN3 环黄芪醇通过调节ZKSCAN3亚细胞定位促进角质细胞自噬改善银屑病。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-12-02 DOI: 10.1111/cbdd.70210
Jie Xia, Du Zhang, Teng Zhang, Qing Wang, Yong Liu

Psoriasis is a prevalent chronic skin disease. Cycloastragenol (CAG) has been shown to activate autophagy and alleviate epidermal keratinocyte hyperproliferation in psoriasis. This study aimed to clarify the mechanism of CAG-mediated autophagy in psoriasis-like models. We treated C57BL/6 mice with imiquimod cream and stimulated HaCaT cells with a cytokine mixture (C-mix) to establish mouse and cell models. Psoriasis area and severity index scores were used to evaluate pathological changes. Autophagy flux was monitored using a monomeric red fluorescent protein–green fluorescent protein–microtubule-associated protein 1 light chain 3 assay. The interaction between sirtuin 1 (SIRT1) and zinc finger containing Krüppel-associated box and SCAN domain 3 (ZKSCAN3), as well as ZKSCAN3 acetylation, was examined using co-immunoprecipitation. Our results found that CAG alleviated autophagy inhibition in the imiquimod-induced psoriasis-like mouse model and enhanced autophagy by upregulating SIRT1 expression. ZKSCAN3 inhibited autophagy in the C-mix-stimulated psoriasis-like cellular model, while SIRT1 reduced the nuclear localization of ZKSCAN3 through deacetylation. ZKSCAN3 overexpression reversed SIRT1-mediated autophagy enhancement, whereas CAG promoted autophagy by regulating the nuclear localization of ZKSCAN3. In conclusion, our findings demonstrate that CAG ameliorates autophagy inhibition by modulating the SIRT1/ZKSCAN3 axis in psoriasis.

牛皮癣是一种常见的慢性皮肤病。环黄芪醇(CAG)已被证明可以激活牛皮癣患者的自噬并减轻表皮角化细胞的过度增生。本研究旨在阐明银屑病样模型中cag介导的自噬机制。我们用咪喹莫特乳膏治疗C57BL/6小鼠,并用细胞因子混合物(C-mix)刺激HaCaT细胞,建立小鼠和细胞模型。用银屑病面积和严重程度指数评分评价病理改变。采用单体红色荧光蛋白-绿色荧光蛋白-微管相关蛋白1轻链3检测自噬通量。采用共免疫沉淀法检测SIRT1与含kr ppel-associated box和SCAN domain 3 (ZKSCAN3)的锌指之间的相互作用以及ZKSCAN3乙酰化。我们的研究结果发现,CAG减轻了吡喹莫德诱导的牛皮癣样小鼠模型中的自噬抑制,并通过上调SIRT1表达来增强自噬。在c -mix刺激的牛皮癣样细胞模型中,ZKSCAN3抑制自噬,而SIRT1通过去乙酰化降低ZKSCAN3的核定位。ZKSCAN3过表达逆转了sirt1介导的自噬增强,而CAG通过调节ZKSCAN3的核定位促进自噬。总之,我们的研究结果表明CAG通过调节SIRT1/ZKSCAN3轴改善牛皮癣的自噬抑制。
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引用次数: 0
Multimodal Fusion of mpMRI Radiomics, Clinical Features, and Hematological Biomarkers Enhances Machine Learning-Based Prediction of Biochemical Recurrence in Prostate Cancer Patients mpMRI放射组学、临床特征和血液学生物标志物的多模式融合增强了基于机器学习的前列腺癌患者生化复发预测
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-11-27 DOI: 10.1111/cbdd.70206
Yinxing Zhu, Zeyu Yang, Zhipeng Liu, Shuai Xu, Xin Wang, Xiaowei Zhu, Lichao Qian

To develop and validate an interpretable machine-learning model for early prediction of biochemical recurrence (BCR) by fusing multiparametric MRI radiomics, clinical variables, and hematological biomarkers. A total of 172 patients (115 BCR-positive, 57 BCR-negative), who underwent RP with a median follow-up of 37 months, from Taizhou People's Hospital were retrospectively enrolled. Preoperative ADC and T2-weighted images were manually segmented to extract radiomic features; laboratory and clinical data included PSA, routine blood counts, lipid profile, and coagulation indices. After LASSO selection, seven machine-learning algorithms were trained and internally validated. The best-performing model was interpreted with SHAP analysis to quantify feature contributions. PSA emerged as the dominant predictor, exhibiting the highest mean absolute SHAP value and thereby exerting the greatest influence on model output. Among coagulation parameters, D-dimer and APTT were significantly associated with BCR (p = 0.007 and p = 0.036, respectively). Integration of ADC + T2 radiomics with clinical/hematological variables via a SVM classifier yielded the highest performance: AUC 0.916 (95% CI: 0.891–0.941) in the training set and 0.820 (95% CI: 0.762–0.878) in the validation set. SHAP revealed that ADC/T2 radiomic features constituted 60% of the top-ten predictors, while D-dimer exhibited a paradoxical negative SHAP value, suggesting a potential protective association. Multimodal fusion of mpMRI radiomics, clinical feature, and hematological biomarkers substantially improves BCR prediction. The interpretable model highlights PSA, and coagulation dysfunction, as key recurrence drivers, offering a clinically actionable tool for personalized management.

通过融合多参数MRI放射组学、临床变量和血液学生物标志物,开发和验证可解释的机器学习模型,用于早期预测生化复发(BCR)。回顾性纳入泰州市人民医院172例患者(bcr阳性115例,bcr阴性57例),中位随访时间为37个月。术前手工分割ADC和t2加权图像提取放射学特征;实验室和临床数据包括PSA、血常规计数、血脂和凝血指标。LASSO选择后,对7种机器学习算法进行训练和内部验证。使用SHAP分析来解释表现最佳的模型,以量化特征贡献。PSA作为主要预测因子,表现出最高的平均绝对SHAP值,因此对模型输出的影响最大。凝血指标中,d -二聚体、APTT与BCR有显著相关性(p = 0.007、p = 0.036)。通过支持向量机分类器将ADC + T2放射组学与临床/血液学变量整合在一起产生了最高的性能:训练集中的AUC为0.916 (95% CI: 0.891-0.941),验证集中的AUC为0.820 (95% CI: 0.762-0.878)。SHAP显示ADC/T2放射学特征占十大预测因子的60%,而d -二聚体表现出矛盾的负SHAP值,表明潜在的保护性关联。mpMRI放射组学、临床特征和血液学生物标志物的多模式融合大大提高了BCR的预测。可解释的模型强调PSA和凝血功能障碍是复发的关键驱动因素,为个性化管理提供了临床可操作的工具。
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引用次数: 0
Network Pharmacology and Transcriptomic Analysis Reveal the Mechanism by Which Ginsenoside CK Remodels the Tumor Immune Microenvironment to Inhibit Liver Cancer Progression 网络药理学和转录组学分析揭示人参皂苷CK重塑肿瘤免疫微环境抑制肝癌进展的机制。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-11-26 DOI: 10.1111/cbdd.70204
Fangzhi Ye, Yong Wang, Qiaohui Du, Bin Sun, Ming Zhang, Jinglong Guo
<div> <p>The study aimed to investigate the mechanism by which ginsenoside CK downregulates EZH2 to activate the dendritic cell–NK cell axis, promoting antitumor immunity in hepatocellular carcinoma (HCC). Potential targets of ginsenoside CK for HCC treatment were identified utilizing network pharmacology, followed by protein–protein interaction (PPI) network analysis, and GO and KEGG functional enrichment analyses. Differential expression analysis of HCC-related transcriptomic data from the GEO database (GSE84005) was conducted to identify key genes. The expression and prognostic relevance of key genes were verified utilizing the GEPIA and Kaplan–Meier Plotter databases. Molecular docking technology was used to study the binding characteristics of ginsenoside CK to key targets. The liver cancer samples were further grouped according to EZH2 expression, and co-expressed genes were screened and functionally annotated. The correlation between key gene expression and immune cell infiltration was analyzed utilizing the ssGSEA algorithm. Human HCC cell lines MHCC97 and Hep3B were cultured, and cell proliferation and colony formation were assessed utilizing CCK-8 and colony formation assays. Transwell migration and invasion assays evaluated changes in cell migration and invasion. Flow cytometry was employed to analyze cell apoptosis and cell cycle distribution. A xenograft mouse model was established to monitor tumor volume and body weight changes. Immunohistochemistry was used to assess Ki67 expression in tumor tissues, and flow cytometry measured the proportions of NK cells and dendritic cells in tumor tissues. qRT-PCR and Western blotting were performed to evaluate the expression levels of related factors. Network pharmacology analysis identified 114 potential targets of ginsenoside CK and 3991 potential targets of HCC, with 83 intersecting targets. GO and KEGG analyses indicated these targets were involved in phosphatidylinositol-mediated signaling, epithelial cell proliferation and migration, and regulation of MAP kinase activity, suggesting regulation through multiple immune-related signaling pathways in HCC. Transcriptomic analysis revealed that the core target EZH2 was highly expressed in HCC, and high expression correlated with poorer overall survival and relapse-free survival. Molecular docking confirmed that ginsenoside CK was stably bound to the active site of EZH2 (binding energy: −9.1 kcal/mol). Co-expression analysis showed that EZH2 was closely related to the cell cycle, p53 pathway and transcription factor E2F8/MYBL2. Immune infiltration analysis indicated that EZH2 negatively regulated the dendritic cell–NK cell axis, contributing to the remodeling of the tumor immune microenvironment. In vitro experiments demonstrated that ginsenoside CK downregulated EZH2, inhibiting HCC cell proliferation, migration, and invasion, while EZH2 overexpression reversed these inhibitory effects. In vivo experiments confirmed that gins
本研究旨在探讨人参皂苷CK下调EZH2激活树突状细胞- nk细胞轴,促进肝癌抗肿瘤免疫的机制。利用网络药理学确定人参皂苷CK治疗HCC的潜在靶点,随后进行蛋白-蛋白相互作用(PPI)网络分析,以及GO和KEGG功能富集分析。对GEO数据库(GSE84005)中的hcc相关转录组数据进行差异表达分析,以确定关键基因。利用GEPIA和Kaplan-Meier Plotter数据库验证关键基因的表达和预后相关性。采用分子对接技术研究了人参皂苷CK与关键靶点的结合特性。根据EZH2表达情况对肝癌样本进行分组,筛选共表达基因并进行功能注释。利用ssGSEA算法分析关键基因表达与免疫细胞浸润的相关性。培养人HCC细胞系MHCC97和Hep3B,利用CCK-8和集落形成试验评估细胞增殖和集落形成。Transwell迁移和侵袭试验评估细胞迁移和侵袭的变化。流式细胞术分析细胞凋亡和细胞周期分布。建立异种移植小鼠模型,监测肿瘤体积和体重变化。免疫组织化学检测Ki67在肿瘤组织中的表达,流式细胞术检测肿瘤组织中NK细胞和树突状细胞的比例。采用qRT-PCR和Western blotting检测相关因子的表达水平。网络药理学分析鉴定出人参皂苷CK的114个潜在靶点和肝癌的3991个潜在靶点,其中83个交叉靶点。GO和KEGG分析表明,这些靶点参与磷脂酰肌醇介导的信号传导、上皮细胞增殖和迁移以及MAP激酶活性的调节,表明HCC中存在多种免疫相关信号通路。转录组学分析显示核心靶点EZH2在HCC中高表达,高表达与较差的总生存期和无复发生存期相关。分子对接证实,人参皂苷CK与EZH2活性位点稳定结合(结合能:-9.1 kcal/mol)。共表达分析显示EZH2与细胞周期、p53通路和转录因子E2F8/MYBL2密切相关。免疫浸润分析表明EZH2负向调控树突状细胞- nk细胞轴,参与肿瘤免疫微环境的重塑。体外实验表明,人参皂苷CK下调EZH2,抑制HCC细胞增殖、迁移和侵袭,而过表达EZH2逆转了这些抑制作用。体内实验证实,人参皂苷CK通过下调EZH2,激活树突状细胞- nk细胞轴,重塑肿瘤免疫微环境,抑制肿瘤形成。人参皂苷CK抑制EZH2,激活树突状细胞- nk细胞轴,重塑肿瘤免疫微环境,从而抑制HCC细胞活性和致瘤性。
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引用次数: 0
Multi-Omics and Molecular Dynamics Analysis for Biomarker Discovery in Chronic Rhinosinusitis With Nasal Polyps 慢性鼻窦炎伴鼻息肉生物标志物发现的多组学和分子动力学分析。
IF 3.3 4区 医学 Q2 BIOCHEMISTRY & MOLECULAR BIOLOGY Pub Date : 2025-11-23 DOI: 10.1111/cbdd.70202
Qian Guo, Xinjie Qiao, Shuman Huang, Xuelong Wen, Zilong Chen, Dong Dong, Yulin Zhao

Chronic rhinosinusitis with nasal polyps (CRSwNP) is a multifaceted inflammatory condition that significantly affects patients clinically. It is vital to comprehend the basic molecular mechanisms and to discover new biomarkers. This research combines multi-omics data, molecular docking, and dynamic simulations to investigate gene functions and possible biomarkers related to CRSwNP. Initially, we discovered 555 differentially expressed genes (DEGs) induced by alpha-toxin (Hla) and 8119 DEGs associated with CRSwNP obtained from the Gene Expression Omnibus (GEO) database. Utilizing GO/KEGG enrichment analysis, we identified the NF-κB signaling pathway as significant. We identified 16 genes associated with TGF-β receptor signaling in epithelial–mesenchymal transition (EMT) through PathCards and subsequently intersected these with the differentially expressed genes from two datasets. This analysis revealed the presence of one gene, PRKCZ. Additionally, single-cell sequencing offered deeper insights into cellular diversity, elucidating the expression patterns of PRKCZ across various cell types. Molecular docking and dynamics simulations established that the proteasome inhibitor MG132 can create a stable complex with PRKCZ. In conclusion, qRT-PCR, Western blot, immunohistochemistry, and fluorescence assays validated that Hla stimulation markedly heightened the levels of inflammatory pathway markers in human nasal mucosal epithelial cells. Importantly, the inhibition of PRKCZ by MG132 resulted in a significant reduction of these marker expression levels, offering a foundation for targeted therapeutic interventions. The current research demonstrates that alpha-toxin from Staphylococcus aureus promotes EMT in CRSwNP via the NF-κB/TGF-β signaling axis. A significant gene that may serve as a potential therapeutic target is PRKCZ.

慢性鼻窦炎伴鼻息肉(CRSwNP)是一种多方面的炎症性疾病,在临床上对患者有显著影响。了解基本的分子机制和发现新的生物标志物是至关重要的。本研究结合多组学数据、分子对接和动态模拟等方法,研究与CRSwNP相关的基因功能和可能的生物标志物。最初,我们从基因表达综合数据库(Gene Expression Omnibus, GEO)中发现了555个α毒素(Hla)诱导的差异表达基因(DEGs)和8119个与CRSwNP相关的差异表达基因(DEGs)。利用GO/KEGG富集分析,我们确定NF-κB信号通路是显著的。我们通过PathCards鉴定了16个与上皮-间质转化(EMT)中TGF-β受体信号相关的基因,并随后将这些基因与来自两个数据集的差异表达基因交叉。该分析揭示了一个基因PRKCZ的存在。此外,单细胞测序提供了对细胞多样性的更深入了解,阐明了PRKCZ在各种细胞类型中的表达模式。分子对接和动力学模拟表明,蛋白酶体抑制剂MG132可以与PRKCZ形成稳定的配合物。总之,qRT-PCR、Western blot、免疫组织化学和荧光分析证实,Hla刺激显著提高了人鼻黏膜上皮细胞中炎症通路标志物的水平。重要的是,MG132对PRKCZ的抑制导致这些标记物表达水平显著降低,为靶向治疗干预提供了基础。目前的研究表明,来自金黄色葡萄球菌的α -毒素通过NF-κB/TGF-β信号轴促进CRSwNP中的EMT。一个可能作为潜在治疗靶点的重要基因是PRKCZ。
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Chemical Biology & Drug Design
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