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One-Tube Nested PCR Coupled with CRISPR-Cas12a for Ultrasensitive Nucleic Acid Testing 单管巢式 PCR 与 CRISPR-Cas12a 结合用于超灵敏核酸测试
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1021/acsomega.4c0391110.1021/acsomega.4c03911
Yugan He, Yadan Peng and Yigang Tong, 

Nucleic acid testing with high sensitivity and specificity is of great importance for accurate disease diagnostics. Here, we developed an in situ one-tube nucleic acid testing assay. In this assay, the target nucleic acid is captured using magnetic silica beads, avoiding an elution step, followed directly by the polymerase chain reaction (PCR) and clustered regularly interspaced short palindromic repeats (CRISPR)-Cas12a detection. This assay achieved visual readout and a sensitivity of 120 copies/mL for detecting SARS-CoV-2. More importantly, the assay demonstrated over 95% sensitivity and 100% specificity compared to the gold standard real-time quantitative PCR (RT-qPCR) test by using 75 SARS-CoV-2 clinical samples. By integrating nested PCR and Cas12a, this all-in-one nucleic acid testing approach enables ultrasensitive, highly specific, and cost-effective diagnosis at community clinics and township hospitals.

高灵敏度和高特异性的核酸检测对准确诊断疾病具有重要意义。在此,我们开发了一种原位单管核酸检测方法。在这种检测方法中,使用磁性硅胶珠捕获目标核酸,避免了洗脱步骤,然后直接进行聚合酶链反应(PCR)和聚类规则间隔短回文重复序列(CRISPR)-Cas12a检测。该检测方法实现了可视读数,检测 SARS-CoV-2 的灵敏度达到 120 拷贝/毫升。更重要的是,与黄金标准的实时定量 PCR(RT-qPCR)检测相比,该检测方法使用 75 份 SARS-CoV-2 临床样本证明了超过 95% 的灵敏度和 100% 的特异性。通过整合巢式 PCR 和 Cas12a,这种一体化核酸检测方法可在社区诊所和乡镇医院进行超灵敏、高特异性和低成本的诊断。
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引用次数: 0
Biochemical Properties of CARM1: Impact on Western Blotting and Proteomic Studies. CARM1 的生化特性:对 Western 印迹和蛋白质组研究的影响。
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 eCollection Date: 2024-09-24 DOI: 10.1021/acsomega.4c06360
Julie Bourassa, Genevieve Paris, Laura Trinkle-Mulcahy, Jocelyn Côté

CARM1 is an arginine methyltransferase that has crucial roles in a number of cellular pathways and is being explored as a therapeutic target in diseases such as cancer and neurodegenerative disorders. Its deregulation at the protein level was found to have potential prognostic value, and as such, its protein levels are regularly assessed through the common practice of western blotting (WB). Our group uncovered that CARM1 has biochemical properties that complicate its analysis by standard WB sample preparation techniques. Here, we show that CARM1 has the ability to form SDS-resistant aggregates that effectively hinder gel migration in SDS-PAGE. CARM1 levels and the temperature at the denaturation step can both influence CARM1 aggregation, which prompts the use of additional measures to ensure representative detection at the protein level. We have demonstrated the formation of CARM1 aggregates in both cell and tissue extracts, making these findings an important consideration for any CARM1-related study. We also show how aggregate formation in models of CARM1 overexpression can hinder proteomic studies. Having identified factors that can induce CARM1 aggregation, we suggest alternative sample preparation techniques that allow for clear resolution of the protein in stringent denaturing conditions while avoiding aggregation.

CARM1 是一种精氨酸甲基转移酶,在多种细胞通路中发挥着关键作用,目前正被研究作为癌症和神经退行性疾病等疾病的治疗靶点。研究发现,CARM1 在蛋白水平上的失调具有潜在的预后价值,因此,人们通过常用的西部印迹(WB)方法定期评估其蛋白水平。我们的研究小组发现,CARM1 具有生化特性,这使得通过标准 WB 样品制备技术对其进行分析变得复杂。在这里,我们发现 CARM1 能够形成抗 SDS 的聚集体,从而有效阻碍 SDS-PAGE 中的凝胶迁移。CARM1 的水平和变性步骤的温度都会影响 CARM1 的聚集,这就需要采取额外的措施来确保蛋白质水平的代表性检测。我们已经证明了 CARM1 在细胞和组织提取物中的聚集体形成,这使得这些发现成为任何 CARM1 相关研究的重要考虑因素。我们还展示了在 CARM1 过表达模型中聚集体的形成是如何阻碍蛋白质组学研究的。在确定了可诱导 CARM1 聚集的因素后,我们提出了可替代的样品制备技术,既能在严格的变性条件下清晰地解析蛋白质,又能避免聚集。
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引用次数: 0
Pseudo Master Curve Analysis of an Infinite Number of Parallel First-Order Reactions: Improved Distributed Activation Energy Model. 无限量并行一阶反应的伪主曲线分析:改进的分布式活化能模型。
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 eCollection Date: 2024-09-24 DOI: 10.1021/acsomega.4c05744
Kouichi Miura

The so-called Distributed Activation Energy Model (DAEM) has been used extensively, mainly to analyze pyrolysis reactions of solid reactants. The model expresses many parallel first-order reactions using the distributions of activation energy f(E) and frequency factor k 0(E). Miura and Maki presented a method to estimate both f(E) and k 0(E) in the DAEM in 1998. This model has been used successfully by many researchers. In this paper more general basic equations are derived for describing an infinite number of parallel first-order reactions by extending the basic equations for the finite number of parallel first-order reactions. Revisiting the Miura-Maki method based on the general basic equations, a graphical analysis method that may be called "Pseudo Master Curve Analysis" is presented. The method not only supplements the Miura-Maki method but gives the underlying concept of the Miura-Maki method clearly. It is also shown that the graphical method can be applicable to analyze single reactions and the experimental data obtained using isothermal reaction techniques. Next, a method that improves the estimation accuracy of k 0(E) is presented. Practical examples analyzing several experimental data are also given to show the usefulness and validity of the Miura-Maki method and the graphical method. Through the examination, it is proposed that the DAEM should be renamed, for example, as the Distributed Rate Constant Model (DRCM).

所谓的分布式活化能模型(DAEM)已被广泛使用,主要用于分析固体反应物的热解反应。该模型使用活化能 f(E) 和频率因子 k 0(E) 的分布来表示许多平行的一阶反应。Miura 和 Maki 于 1998 年在 DAEM 中提出了一种估算 f(E) 和 k 0(E) 的方法。该模型已被许多研究人员成功使用。本文通过扩展有限个并行一阶反应的基本方程,推导出描述无限个并行一阶反应的更通用的基本方程。在一般基本方程的基础上重新审视三浦莳方法,提出了一种可称为 "伪主曲线分析 "的图形分析方法。该方法不仅是对三浦莳方法的补充,而且清楚地给出了三浦莳方法的基本概念。研究还表明,图解法可用于分析单一反应和使用等温反应技术获得的实验数据。接下来,介绍了一种提高 k 0(E) 估计精度的方法。此外,还给出了分析多个实验数据的实际例子,以说明 Miura-Maki 方法和图解法的实用性和有效性。通过研究,建议将 DAEM 更名为分布式速率常数模型 (DRCM)。
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引用次数: 0
Exploring Druggable Binding Sites on the Class A GPCRs Using the Residue Interaction Network and Site Identification by Ligand Competitive Saturation 利用残基相互作用网络和配体竞争饱和识别 A 类 GPCR 上的药物结合位点
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1021/acsomega.4c0617210.1021/acsomega.4c06172
Tugce Inan, Merve Yuce, Alexander D. MacKerell Jr.* and Ozge Kurkcuoglu*, 

G protein-coupled receptors (GPCRs) play a central role in cellular signaling and are linked to many diseases. Accordingly, computational methods to explore potential allosteric sites for this class of proteins to facilitate the identification of potential modulators are needed. Importantly, the availability of rich structural data providing the locations of the orthosteric ligands and allosteric modulators targeting different GPCRs allows for the validation of approaches to identify new allosteric binding sites. Here, we validate the combination of two computational techniques, the residue interaction network (RIN) model and the site identification by ligand competitive saturation (SILCS) method, to predict putative allosteric binding sites of class A GPCRs. RIN analysis identifies hub residues that mediate allosteric signaling within a receptor and have a high capacity to alter receptor dynamics upon ligand binding. The known orthosteric (and allosteric) binding sites of 18 distinct class A GPCRs were successfully predicted by RIN through a dataset of 105 crystal structures (91 ligand-bound, 14 unbound) with up to 77.8% (76.9%) sensitivity, 92.5% (95.3%) specificity, 51.9% (50%) precision, and 86.2% (92.4%) accuracy based on the experimental and theoretical binding site data. Moreover, graph spectral analysis of the residue networks revealed that the proposed sites were located at the interfaces of highly interconnected residue clusters with a high ability to coordinate the functional dynamics. Then, we employed the SILCS-Hotspots method to assess the druggability of the novel sites predicted for 7 distinct class A GPCRs that are critical for a variety of diseases. While the known orthosteric and allosteric binding sites are successfully explored by our approach, numerous putative allosteric sites with the potential to bind drug-like molecules are proposed. The computational approach presented here promises to be a highly effective tool to predict putative allosteric sites of GPCRs to facilitate the design of effective modulators.

G 蛋白偶联受体(GPCR)在细胞信号传导中发挥着核心作用,并与许多疾病相关。因此,需要用计算方法来探索这类蛋白的潜在异构位点,以促进潜在调节剂的鉴定。重要的是,丰富的结构数据提供了针对不同 GPCRs 的正交配体和异位调节剂的位置,这有助于验证识别新异位结合位点的方法。在这里,我们验证了两种计算技术的结合,即残基相互作用网络(RIN)模型和配体竞争饱和(SILCS)位点识别方法,以预测 A 类 GPCR 的推定异位结合位点。RIN 分析可确定在受体内介导异位信号转导的枢纽残基,这些残基在配体结合时改变受体动态的能力很强。基于实验和理论结合位点数据,RIN 通过 105 个晶体结构数据集(91 个配体结合型,14 个非结合型)成功预测了 18 个不同 A 类 GPCR 的已知正交(和异位)结合位点,灵敏度高达 77.8% (76.9%),特异性高达 92.5% (95.3%),精确度高达 51.9% (50%),准确度高达 86.2% (92.4%)。此外,残基网络的图谱分析表明,所提出的结合位点位于高度相互关联的残基簇的界面上,具有很高的功能动态协调能力。然后,我们采用 SILCS-Hotspots 方法评估了为 7 个不同的 A 类 GPCR(对多种疾病至关重要)预测的新位点的可药性。我们的方法成功探索了已知的正交和异位结合位点,同时还提出了许多有可能结合类药物分子的假定异位位点。本文介绍的计算方法有望成为预测 GPCR 潜在异位点的高效工具,从而促进有效调节剂的设计。
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引用次数: 0
Electrospun Carvacrol-Loaded Polyacrylonitrile/Poly(ethylene oxide) Nanofibrous Films as Wound Dressings. 电纺香芹酚负载聚丙烯腈/聚环氧乙烷纳米纤维膜作为伤口敷料。
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 eCollection Date: 2024-09-24 DOI: 10.1021/acsomega.4c03140
Shuo Wang, Xinyuan Xu, Xiangyu Zhu, Xiao Tan, Bei Xie

Preventing microbial infections and accelerating wound closure are essential in the process of wound healing. In this study, various concentrations of carvacrol (CA) were loaded into polyacrylonitrile/poly(ethylene oxide) (PAN/PEO) nanofiber membranes to develop potential wound dressing materials via an electrospinning technique. The morphology and structure of the PAN/PEO/CA nanofiber membrane were analyzed by scanning electron microscopy (SEM) and Fourier transform infrared spectroscopy (FTIR), respectively. Subsequently, antimicrobial performance testing showed that the PAN/PEO/CA nanofiber membrane exhibited antimicrobial activity in a concentration-dependent manner. Moreover, SEM and transmission electron microscopy revealed that the number of Staphylococcus aureus decreased significantly and the microstructure of the biofilm was seriously damaged. Next, compared with the control and PAN/PEO groups, the PAN/PEO/5% CA group in a full-thickness skin infection model not only exhibited reduced wound exudate on day 2 after infection but also displayed a greater ability to achieve complete skin regeneration, with faster wound healing. Finally, the Kyoto Encyclopedia of Genes and Genomes pathway analysis revealed that the downregulated differentially expressed genes between PAN/PEO- and PAN/PEO/5% CA-treated S. aureus were enriched in the two-component system and S. aureus infection. In conclusion, the antimicrobial materials of PAN/PEO/CA inhibited microbial growth and promoted wound healing with potential applications in the clinical management of wounds.

在伤口愈合过程中,防止微生物感染和加速伤口闭合至关重要。本研究通过电纺丝技术将不同浓度的香芹酚(CA)载入聚丙烯腈/聚环氧乙烷(PAN/PEO)纳米纤维膜,以开发潜在的伤口敷料材料。扫描电子显微镜(SEM)和傅立叶变换红外光谱(FTIR)分别分析了 PAN/PEO/CA 纳米纤维膜的形态和结构。随后的抗菌性能测试表明,PAN/PEO/CA 纳米纤维膜的抗菌活性与浓度有关。此外,扫描电镜和透射电镜显示,金黄色葡萄球菌的数量明显减少,生物膜的微观结构受到严重破坏。其次,在全厚皮肤感染模型中,与对照组和 PAN/PEO 组相比,PAN/PEO/5% CA 组在感染后第 2 天不仅伤口渗出物减少,而且实现皮肤完全再生的能力更强,伤口愈合更快。最后,京都基因和基因组百科全书的通路分析表明,PAN/PEO 和 PAN/PEO/5% CA 处理的金黄色葡萄球菌的下调差异表达基因富集在双组分系统和金黄色葡萄球菌感染中。总之,PAN/PEO/CA 抗菌材料可抑制微生物生长,促进伤口愈合,有望应用于伤口的临床治疗。
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引用次数: 0
Unveiling Potential of Gallium Ferrite (GaFeO3) as an Anode Material for Lithium-Ion Batteries 揭示镓铁氧体 (GaFeO3) 作为锂离子电池负极材料的潜力
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1021/acsomega.4c0543710.1021/acsomega.4c05437
Mohan K. Bhattarai*, Shweta Shweta, Moses D. Ashie, Shivaraju Guddehalli Chandrappa*, Birendra Ale Magar, Bishnu P. Bastakoti, Ubaldo M. Córdova Figueroa, Ram S. Katiyar, Brad R. Weiner and Gerardo Morell, 

Lithium-ion batteries (LIBs) serve as the backbone of modern technologies with ongoing efforts to enhance their performance and sustainability driving the exploration of new electrode materials. This study introduces a new type of alloy-conversion-based gallium ferrite (GFO: GaFeO3) as a potential anode material for Li-ion battery applications. The GFO was synthesized by a one-step mechanochemistry-assisted solid-state method. The powder X-ray diffraction analysis confirms the presence of an orthorhombic phase with the Pc21n space group. The photoelectron spectroscopy studies reveal the presence of Ga3+ and Fe3+ oxidation states of gallium and iron atoms in the GFO structure. The GFO was evaluated as an anode material for Li-ion battery applications, displaying a high discharge capacity of ∼887 mA h g–1 and retaining a stable capacity of ∼200 mA h g–1 over 450 cycles, with a Coulombic efficiency of 99.6 % at a current density of 100 mA g–1. Cyclic voltammetry studies confirm an alloy-conversion-based reaction mechanism in the GFO anode. Furthermore, density functional theory studies reveal the reaction mechanism during cycling and Li-ion diffusion pathways in the GFO anode. These results strongly suggest that the GFO could be an alternative anode material in LIBs.

锂离子电池(LIB)是现代技术的支柱,人们一直在努力提高其性能和可持续性,这也推动了对新型电极材料的探索。本研究介绍了一种新型合金转换型镓铁氧体(GFO:GaFeO3),作为一种潜在的锂离子电池负极材料。GFO 是通过一步机械化学辅助固态法合成的。粉末 X 射线衍射分析证实了 Pc21n 空间群正交相的存在。光电子能谱研究揭示了 GFO 结构中镓和铁原子的 Ga3+ 和 Fe3+ 氧化态。该 GFO 被评估为锂离子电池的阳极材料,在 100 mA g-1 的电流密度下,其放电容量高达 ∼887 mA h g-1,并在 450 次循环中保持了 ∼200 mA h g-1 的稳定容量,库仑效率为 99.6%。循环伏安法研究证实了 GFO 阳极基于合金转换的反应机制。此外,密度泛函理论研究揭示了 GFO 阳极在循环过程中的反应机制和锂离子扩散途径。这些结果有力地表明,GFO 可以作为锂离子电池的替代阳极材料。
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引用次数: 0
Efficient Bioconversion of Mango Waste into Ethanol Employing Plackett–Burman and Central Composite Models 利用褶式伯曼模型和中央复合模型将芒果废料高效生物转化为乙醇
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1021/acsomega.4c0437410.1021/acsomega.4c04374
Asma Chaudhary*, Zawar Hussain, Hafsa Ajmal, Rahat Abdul Rehman, Ghulam Abbas, Ayesha Aihetasham and Syeda Anjum Tahira, 

The current study focuses on the idea of “Energy from Waste” that intends to address energy crises and manage waste. Fruit waste is one of the most common forms of organic waste due to its inedible portion and perishable nature. In Pakistani regions, an extensive amount of mango pulp (MP)/juice waste is produced due to excessive consumption during summers, which poses huge environmental challenges. The study aims at effective valorization of perishable waste and elimination of deteriorating waste that causes a polluting environment. Experimental work has been conducted to evaluate the sucrolytic potential of Bacillus cereus FA3 for the bioconversion of sucrose from mango waste into reducing sugars for ethanologenesis. The Plackett–Burman model was designed to analyze enzymatic hydrolytic parameters for sugar conversion. The model was significant for reducing sugars with F and p values of 43.99 and 0.0013 correspondingly. 11.43 ± 0.068 g/L maximum reducing sugars were analyzed in MP after hydrolysis with 12.58 IU of crude enzyme dosage of B. cereus FA3 at 30 °C within 5 days with a 22% enzyme conversion rate. Additionally, the ethanologenic potentials of experimental Metschnikowia cibodasensis Y34 and standard Saccharomyces cerevisiae K7 yeasts were investigated from mango hydrolyzate when subjected to central composite design as a statistical optimization tool. These findings exhibited significantly higher response outcomes and good development for waste management.

目前的研究侧重于 "废物变能源 "的理念,旨在解决能源危机和管理废物。水果废物是最常见的有机废物形式之一,原因是其不可食用部分和易腐烂的性质。在巴基斯坦地区,由于夏季消耗过多,产生了大量的芒果果肉(MP)/果汁废物,给环境带来了巨大挑战。这项研究旨在有效利用易腐烂废物,消除造成环境污染的变质废物。研究人员开展了一项实验工作,以评估蜡样芽孢杆菌 FA3 将芒果废料中的蔗糖生物转化为还原糖用于乙醇发酵的蔗糖分解潜力。设计了 Plackett-Burman 模型来分析糖转化的酶水解参数。该模型对还原糖有显著影响,F 值为 43.99,P 值为 0.0013。用 12.58 IU 粗酶量的蜡状芽孢杆菌 FA3 在 30 °C 下水解 5 天后,MP 中分析出的还原糖最大值为 11.43 ± 0.068 g/L,酶转化率为 22%。此外,在采用中心复合设计作为统计优化工具时,研究了实验性 Metschnikowia cibodasensis Y34 和标准 Saccharomyces cerevisiae K7 酵母菌对芒果水解物的乙醇潜力。研究结果表明,这两种酵母的反应结果明显更高,在废物管理方面具有良好的发展前景。
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引用次数: 0
Biochemical Properties of CARM1: Impact on Western Blotting and Proteomic Studies CARM1 的生化特性:对 Western 印迹和蛋白质组研究的影响
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1021/acsomega.4c0636010.1021/acsomega.4c06360
Julie Bourassa, Genevieve Paris, Laura Trinkle-Mulcahy and Jocelyn Côté*, 

CARM1 is an arginine methyltransferase that has crucial roles in a number of cellular pathways and is being explored as a therapeutic target in diseases such as cancer and neurodegenerative disorders. Its deregulation at the protein level was found to have potential prognostic value, and as such, its protein levels are regularly assessed through the common practice of western blotting (WB). Our group uncovered that CARM1 has biochemical properties that complicate its analysis by standard WB sample preparation techniques. Here, we show that CARM1 has the ability to form SDS-resistant aggregates that effectively hinder gel migration in SDS-PAGE. CARM1 levels and the temperature at the denaturation step can both influence CARM1 aggregation, which prompts the use of additional measures to ensure representative detection at the protein level. We have demonstrated the formation of CARM1 aggregates in both cell and tissue extracts, making these findings an important consideration for any CARM1-related study. We also show how aggregate formation in models of CARM1 overexpression can hinder proteomic studies. Having identified factors that can induce CARM1 aggregation, we suggest alternative sample preparation techniques that allow for clear resolution of the protein in stringent denaturing conditions while avoiding aggregation.

CARM1 是一种精氨酸甲基转移酶,在多种细胞通路中发挥着关键作用,目前正被研究作为癌症和神经退行性疾病等疾病的治疗靶点。研究发现,CARM1 在蛋白水平上的失调具有潜在的预后价值,因此,人们通过常用的西部印迹(WB)方法定期评估其蛋白水平。我们的研究小组发现,CARM1 具有生化特性,这使得通过标准 WB 样品制备技术对其进行分析变得复杂。在这里,我们发现 CARM1 能够形成抗 SDS 的聚集体,从而有效阻碍 SDS-PAGE 中的凝胶迁移。CARM1 的水平和变性步骤的温度都会影响 CARM1 的聚集,这就需要采取额外的措施来确保蛋白质水平的代表性检测。我们已经证明了 CARM1 在细胞和组织提取物中的聚集体形成,这使得这些发现成为任何 CARM1 相关研究的重要考虑因素。我们还展示了在 CARM1 过表达模型中聚集体的形成是如何阻碍蛋白质组学研究的。在确定了可诱导 CARM1 聚集的因素后,我们提出了可替代的样品制备技术,既能在严格的变性条件下清晰地解析蛋白质,又能避免聚集。
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引用次数: 0
Exploring Druggable Binding Sites on the Class A GPCRs Using the Residue Interaction Network and Site Identification by Ligand Competitive Saturation. 利用残基相互作用网络和配体竞争饱和法识别 A 类 GPCR 上的药物结合位点
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 eCollection Date: 2024-09-24 DOI: 10.1021/acsomega.4c06172
Tugce Inan, Merve Yuce, Alexander D MacKerell, Ozge Kurkcuoglu

G protein-coupled receptors (GPCRs) play a central role in cellular signaling and are linked to many diseases. Accordingly, computational methods to explore potential allosteric sites for this class of proteins to facilitate the identification of potential modulators are needed. Importantly, the availability of rich structural data providing the locations of the orthosteric ligands and allosteric modulators targeting different GPCRs allows for the validation of approaches to identify new allosteric binding sites. Here, we validate the combination of two computational techniques, the residue interaction network (RIN) model and the site identification by ligand competitive saturation (SILCS) method, to predict putative allosteric binding sites of class A GPCRs. RIN analysis identifies hub residues that mediate allosteric signaling within a receptor and have a high capacity to alter receptor dynamics upon ligand binding. The known orthosteric (and allosteric) binding sites of 18 distinct class A GPCRs were successfully predicted by RIN through a dataset of 105 crystal structures (91 ligand-bound, 14 unbound) with up to 77.8% (76.9%) sensitivity, 92.5% (95.3%) specificity, 51.9% (50%) precision, and 86.2% (92.4%) accuracy based on the experimental and theoretical binding site data. Moreover, graph spectral analysis of the residue networks revealed that the proposed sites were located at the interfaces of highly interconnected residue clusters with a high ability to coordinate the functional dynamics. Then, we employed the SILCS-Hotspots method to assess the druggability of the novel sites predicted for 7 distinct class A GPCRs that are critical for a variety of diseases. While the known orthosteric and allosteric binding sites are successfully explored by our approach, numerous putative allosteric sites with the potential to bind drug-like molecules are proposed. The computational approach presented here promises to be a highly effective tool to predict putative allosteric sites of GPCRs to facilitate the design of effective modulators.

G 蛋白偶联受体(GPCR)在细胞信号传导中发挥着核心作用,并与许多疾病相关。因此,需要用计算方法来探索这类蛋白的潜在异构位点,以促进潜在调节剂的鉴定。重要的是,丰富的结构数据提供了针对不同 GPCRs 的正交配体和异位调节剂的位置,这有助于验证识别新异位结合位点的方法。在这里,我们验证了两种计算技术的结合,即残基相互作用网络(RIN)模型和配体竞争饱和(SILCS)位点识别方法,以预测 A 类 GPCR 的推定异位结合位点。RIN 分析可确定在受体内介导异位信号转导的枢纽残基,这些残基在配体结合时改变受体动态的能力很强。基于实验和理论结合位点数据,RIN 通过 105 个晶体结构数据集(91 个配体结合型,14 个非结合型)成功预测了 18 个不同 A 类 GPCR 的已知正交(和异位)结合位点,灵敏度高达 77.8% (76.9%),特异性高达 92.5% (95.3%),精确度高达 51.9% (50%),准确度高达 86.2% (92.4%)。此外,残基网络的图谱分析表明,所提出的结合位点位于高度相互关联的残基簇的界面上,具有很高的功能动态协调能力。然后,我们采用 SILCS-Hotspots 方法评估了为 7 个不同的 A 类 GPCR(对多种疾病至关重要)预测的新位点的可药性。我们的方法成功探索了已知的正交和异位结合位点,同时还提出了许多有可能结合类药物分子的假定异位位点。本文介绍的计算方法有望成为预测 GPCR 潜在异位点的高效工具,从而促进有效调节剂的设计。
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引用次数: 0
Pseudo Master Curve Analysis of an Infinite Number of Parallel First-Order Reactions: Improved Distributed Activation Energy Model 无限量并行一阶反应的伪主曲线分析:改进的分布式活化能模型
IF 3.7 3区 化学 Q2 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2024-09-13 DOI: 10.1021/acsomega.4c0574410.1021/acsomega.4c05744
Kouichi Miura*, 

The so-called Distributed Activation Energy Model (DAEM) has been used extensively, mainly to analyze pyrolysis reactions of solid reactants. The model expresses many parallel first-order reactions using the distributions of activation energy f(E) and frequency factor k0(E). Miura and Maki presented a method to estimate both f(E) and k0(E) in the DAEM in 1998. This model has been used successfully by many researchers. In this paper more general basic equations are derived for describing an infinite number of parallel first-order reactions by extending the basic equations for the finite number of parallel first-order reactions. Revisiting the Miura–Maki method based on the general basic equations, a graphical analysis method that may be called “Pseudo Master Curve Analysis” is presented. The method not only supplements the Miura–Maki method but gives the underlying concept of the Miura–Maki method clearly. It is also shown that the graphical method can be applicable to analyze single reactions and the experimental data obtained using isothermal reaction techniques. Next, a method that improves the estimation accuracy of k0(E) is presented. Practical examples analyzing several experimental data are also given to show the usefulness and validity of the Miura–Maki method and the graphical method. Through the examination, it is proposed that the DAEM should be renamed, for example, as the Distributed Rate Constant Model (DRCM).

所谓的分布式活化能模型(DAEM)已被广泛使用,主要用于分析固体反应物的热解反应。该模型使用活化能 f(E) 和频率因子 k0(E) 的分布来表示许多平行的一阶反应。Miura 和 Maki 于 1998 年在 DAEM 中提出了一种估算 f(E) 和 k0(E) 的方法。该模型已被许多研究人员成功使用。本文通过扩展有限个并行一阶反应的基本方程,推导出描述无限个并行一阶反应的更通用的基本方程。在一般基本方程的基础上重新审视三浦莳方法,提出了一种可称为 "伪主曲线分析 "的图形分析方法。该方法不仅是对三浦莳方法的补充,而且清楚地给出了三浦莳方法的基本概念。研究还表明,图解法可用于分析单一反应和使用等温反应技术获得的实验数据。接下来,介绍了一种提高 k0(E) 估计精度的方法。此外,还给出了分析多个实验数据的实际例子,以说明 Miura-Maki 方法和图解法的实用性和有效性。通过研究,建议将 DAEM 更名为分布式速率常数模型 (DRCM)。
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