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PKM2Pred: An AI Tool for Rapid Identification and Potency Estimation of PKM2-Targeting Anticancer Compounds PKM2Pred:一种快速鉴定和效价估计pkm2靶向抗癌化合物的人工智能工具
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-12 DOI: 10.1021/acsmedchemlett.5c00353
Aryan Raj Saxena, , , Palak Singla, , , Arya Chakraborty, , , Archit Mukherjee, , , Mrityunjay Nigam, , and , Alok Jain*, 

Cancer continues to pose a major global health challenge due to its metabolic complexity. Pyruvate Kinase M2 (PKM2), a key glycolytic enzyme, is central to tumor progression and metastasis. To facilitate targeted drug discovery, we introduce PKM2Pred (https://pkm2pred.vercel.app/), a machine learning based freely accessible web server that classifies compounds as activators, inhibitors, or decoys and predicts their AC50 range. Built on a Random Forest classifier, the model achieved 94% accuracy and a Matthews Correlation Coefficient of 90.02%. A bootstrapped regression model estimated bioactivity ranges with confidence intervals, offering flexibility between prediction and range. The top three key molecular descriptors, such as WTPT-5, SRW9, and nHeteroRing, emerged as the most important statistical descriptors based on their percentage importance of 12.5, 8.2, and 5.8, respectively. Thus, PKM2Pred offers rapid, reliable, and cost-effective computational insight for anticancer drug discovery.

癌症由于其代谢的复杂性,继续对全球健康构成重大挑战。丙酮酸激酶M2 (PKM2)是一种关键的糖酵解酶,是肿瘤进展和转移的核心。为了促进靶向药物的发现,我们引入PKM2Pred (https://pkm2pred.vercel)。app/)是一个基于机器学习的免费web服务器,它可以将化合物分类为活化剂、抑制剂或诱饵,并预测它们的AC50范围。该模型建立在随机森林分类器上,准确率达到94%,马修斯相关系数为90.02%。自举回归模型估计生物活性范围与置信区间,提供预测和范围之间的灵活性。排名前三位的关键分子描述符,如WTPT-5、SRW9和nHeteroRing,是最重要的统计描述符,其重要性百分比分别为12.5、8.2和5.8。因此,PKM2Pred为抗癌药物的发现提供了快速、可靠和经济的计算洞察力。
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引用次数: 0
Zervimesine, a Small Sigma-2 Receptor Selective Modulator for Alzheimer’s Disease Zervimesine,用于阿尔茨海默病的小Sigma-2受体选择性调节剂
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-11 DOI: 10.1021/acsmedchemlett.5c00653
Isabel Iriepa, , , Marialessandra Contino, , , Carmen Abate, , and , José Marco-Contelles*, 

Zervimesine is a small molecule, able to cross the blood–brain barrier, readily available by straightforward organic chemistry processes, showing few “off-target” effects, but displays a potent and selective S2R modulator profile. Evidence suggests Zervimesine can protect synapses and neurons by preventing the toxic effects of soluble Aβ oligomers.

Zervimesine是一种小分子,能够穿过血脑屏障,很容易通过简单的有机化学过程获得,显示出很少的“脱靶”效应,但显示出一种有效的选择性S2R调节剂。有证据表明,Zervimesine可以通过阻止可溶性Aβ低聚物的毒性作用来保护突触和神经元。
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引用次数: 0
Rethinking Ligand Efficiency: Normalization Pitfalls, Uncertainty, and State-Invariant Metrics 重新思考配体效率:归一化陷阱、不确定性和状态不变度量
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-11 DOI: 10.1021/acsmedchemlett.5c00652
Hongtao Zhao*, 

Ligand efficiency (LE), defined as the negative binding free energy per heavy atom, is a widely used metric in medicinal chemistry. Yet its mathematical construction embeds a strong size bias that distorts cross-size comparisons, and size-independent variants inherit sensitivity to the arbitrary choice of standard state. This study reviews normalization pitfalls, addresses uncertainty propagation, and introduces a state-invariant, size-normalized metric for efficiency-guided optimization from fragments to leads.

配体效率(Ligand efficiency, LE)被定义为每重原子的负结合自由能,是药物化学中广泛使用的度量。然而,它的数学结构嵌入了强烈的尺寸偏差,扭曲了跨尺寸的比较,而与尺寸无关的变量继承了对任意选择标准状态的敏感性。本研究回顾了归一化缺陷,解决了不确定性传播问题,并引入了一个状态不变的、大小归一化的度量,用于从片段到线索的效率导向优化。
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引用次数: 0
Dual Innovations in EGFR Degradation and Antigen-Specific Modulation for Multiple Sclerosis 多发性硬化症中EGFR降解和抗原特异性调节的双重创新
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-10 DOI: 10.1021/acsmedchemlett.5c00659
Anna C. Renner,  and , Robert B. Kargbo*, 

Recent inventions have unveiled two complementary therapeutic strategies: cyclic peptides that trigger the lysosomal degradation of the epidermal growth factor receptor (EGFR), and soluble peptide–MHC constructs that suppress autoreactive T-cell receptors in multiple sclerosis. Together, these innovations highlight emerging frameworks for precision control of receptor signaling and adaptive immunity using structurally defined peptide modulators.

最近的发明揭示了两种互补的治疗策略:触发表皮生长因子受体(EGFR)溶酶体降解的环状肽,以及抑制多发性硬化症中自身反应性t细胞受体的可溶性肽- mhc结构。总之,这些创新突出了使用结构定义的肽调节剂精确控制受体信号和适应性免疫的新兴框架。
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引用次数: 0
Ready Access to Benzodiazocines from Tryptamines: A Druggable Scaffold toward Antiviral Agents 从色胺中获得苯二氮卓类药物:抗病毒药物的可药物支架
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-10 DOI: 10.1021/acsmedchemlett.5c00527
N. Sathya Sai Saranya, , , Rahul Choudhury, , , Ganesh Routholla, , , Prathmesh R. Supekar, , , Nandhakumaar R, , , Alna Kuriyickal Martin, , , Renuga Devi Muruganandham, , , Bokara Kiran Kumar*, , and , D. Srinivasa Reddy*, 

Herein we report the first synthesis of the proposed structure of a benzodiazocine natural product, peganutonin A. Considering the druggable nature of benzodiazocine and its limited exploration in the field of medicinal chemistry, we generalized the approach and created a library of compounds useful for various biological activities. Key steps in present approach include tryptamine cyclization facilitated by tert-butyl hypochlorite and cleavage of the fused indole ring using ozonolysis. Preliminary screening of the synthesized compounds resulted in potent antiviral compounds against the SARS-CoV-2 virus.

本文首次合成了苯并二氮杂嗪类天然产物peganutonin a。考虑到苯并二氮杂嗪的可药物性及其在药物化学领域的研究有限,我们对该方法进行了推广,并建立了一个具有各种生物活性的化合物文库。本方法的关键步骤包括次氯酸叔丁酯促进色胺环化和臭氧分解熔融吲哚环。对合成的化合物进行初步筛选,获得了针对SARS-CoV-2病毒的有效抗病毒化合物。
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引用次数: 0
Engineering the Next Generation of Psychedelic Therapeutics through Serotonergic Precision and Pharmacokinetic Control 通过5 -羟色胺能精确和药代动力学控制来设计下一代迷幻疗法
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-10 DOI: 10.1021/acsmedchemlett.5c00661
Anna C. Renner,  and , Robert B. Kargbo*, 

Recent patents unveil a new wave of psychedelic analogs optimized for 5-HT2A receptor modulation, reduced adverse effects, and tunable duration of action. By refining DMT and psilocin scaffolds through prodrug design, fluorination, and structure–activity exploration, these innovations promise safer, shorter-acting psychedelic medicines that align with clinical workflow and improve therapeutic predictability for psychiatric disorders.

最近的专利揭示了一种新的迷幻类似物,优化了5-HT2A受体的调节,减少了副作用,并可调节作用的持续时间。通过前药设计、氟化和结构-活性探索来完善DMT和psilocin支架,这些创新有望使更安全、更短效的迷幻药物与临床工作流程相一致,并提高精神疾病的治疗可预测性。
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引用次数: 0
Dual-State KRAS G12C Inhibitors as Emerging Therapeutics for Brain and Lung Metastases 双态KRAS G12C抑制剂作为脑和肺转移的新疗法
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-10 DOI: 10.1021/acsmedchemlett.5c00662
Anna C. Renner,  and , Robert B. Kargbo*, 

New-generation KRAS G12C inhibitors demonstrate enhanced activity in both peripheral and central nervous system malignancies. Frontier Medicines’ pyridopyrimidines and Novartis’s spiro-indazole inhibitor (opnurasib) overcome resistance mechanisms by targeting both GDP- and GTP-bound KRAS states. Their blood–brain barrier permeability and synergy with immune checkpoint inhibitors represent a transformative advance for KRAS-driven cancers, especially metastatic nonsmall cell lung cancer (NSCLC).

新一代KRAS G12C抑制剂在外周和中枢神经系统恶性肿瘤中显示增强的活性。Frontier pharmaceuticals的吡啶嘧啶和诺华的螺-吲哚唑抑制剂(opnurasib)通过靶向GDP和gtp结合的KRAS状态来克服耐药机制。它们的血脑屏障渗透性和与免疫检查点抑制剂的协同作用代表了kras驱动的癌症,特别是转移性非小细胞肺癌(NSCLC)的变革性进展。
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引用次数: 0
Targeted Degradation of EGFR and PKC Isoforms: Emerging Bifunctional and Peptidic Modalities in Oncology and Immune Regulation EGFR和PKC亚型的靶向降解:肿瘤和免疫调节中新兴的双功能和多肽模式
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-10 DOI: 10.1021/acsmedchemlett.5c00660
Anna C. Renner,  and , Robert B. Kargbo*, 

Recent innovations in targeted protein degradation (TPD) extend beyond small-molecule PROTACs to encompass engineered peptides and recyclable ligand systems. Two complementary strategies─EGFR-directed peptide complexes and PKC-targeting bifunctional degraders─highlight a mechanistic expansion of TPD into kinase-driven pathologies, offering new avenues for addressing cancer resistance, immune dysregulation, and receptor signaling with enhanced precision and modularity.

最近在靶向蛋白降解(TPD)方面的创新超越了小分子PROTACs,包括工程肽和可回收配体系统。两种互补的策略──egfr导向的肽复合物和pkc靶向的双功能降解剂──强调了TPD在激酶驱动病理中的机制扩展,为解决癌症耐药性、免疫失调和受体信号传导提供了新的途径,提高了精度和模块化。
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引用次数: 0
Novel Compounds as PI3Kalpha Inhibitors for Treating Cancer 新化合物作为PI3Kalpha抑制剂用于治疗癌症
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-09 DOI: 10.1021/acsmedchemlett.5c00664
Ram W. Sabnis*, 

Provided herein are novel compounds as PI3Kα inhibitors, pharmaceutical compositions, use of such compounds in treating cancer, and processes for preparing such compounds.

本文提供了作为PI3Kα抑制剂的新型化合物、药物组合物、此类化合物在治疗癌症中的用途以及制备此类化合物的方法。
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引用次数: 0
Novel Compounds as ACC Inhibitors for Treating Acne 新化合物作为ACC抑制剂治疗痤疮
IF 4 3区 医学 Q2 CHEMISTRY, MEDICINAL Pub Date : 2025-11-07 DOI: 10.1021/acsmedchemlett.5c00663
Ram W. Sabnis*, 

Provided herein are novel compounds as ACC inhibitors, pharmaceutical compositions, use of such compounds in treating acne, and processes for preparing such compounds.

本文提供作为ACC抑制剂的新型化合物、药物组合物、此类化合物在治疗痤疮中的用途以及用于制备此类化合物的方法。
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引用次数: 0
期刊
ACS Medicinal Chemistry Letters
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